diff --git a/NAMESPACE b/NAMESPACE index 2198d00..f4c89dc 100644 --- a/NAMESPACE +++ b/NAMESPACE @@ -6,8 +6,10 @@ export(show_contributions) export(show_donors) export(show_earmarking) export(show_expenditure) +export(show_goal_sdg) export(show_indicators) export(show_indicators_time) +export(show_outcome_rbm) export(show_partnership) export(show_sectors) export(show_sectors_rbm) diff --git a/R/data.R b/R/data.R index cf16081..17d7756 100644 --- a/R/data.R +++ b/R/data.R @@ -366,6 +366,7 @@ #' \describe{ #' \item{\code{result_title}}{character result_title} #' \item{\code{sector_rbm}}{character sector_rbm} +#' \item{\code{area_id}}{character COLUMN_DESCRIPTION} #'} #' @source \url{https://www.unhcr.org/what-we-do/build-better-futures/compass/} "mapping_result" @@ -378,10 +379,63 @@ #' \item{\code{sector_desc}}{character COLUMN_DESCRIPTION} #' \item{\code{sector_vocabulary_name}}{character COLUMN_DESCRIPTION} #' \item{\code{sector_rbm}}{character COLUMN_DESCRIPTION} +#' \item{\code{area_id}}{character COLUMN_DESCRIPTION} #'} #' @source \url{https://www.unhcr.org/what-we-do/build-better-futures/compass} "mapping_sector" + + +#' @title mapping_sdg +#' @description Mapping UNHCR areas to UN SDG +#' @format A data frame with 26 rows and 2 variables: +#' \describe{ +#' \item{\code{area}}{character COLUMN_DESCRIPTION} +#' \item{\code{sdg}}{character COLUMN_DESCRIPTION} +#'} +#' @source \url{https://www.unhcr.org/what-we-do/build-better-futures/compass}#' @examples +#' { +#' knitr::kable(head(mapping_sdg, 26)) +#'} +"mapping_sdg" + + + +#' @title mapping_indicator +#' @description Mapping Interpretation threshold for indicator values +#' @format A data frame with 47 rows and 27 variables: +#' \describe{ +#' \item{\code{Indicator}}{character COLUMN_DESCRIPTION} +#' \item{\code{Indicator_lab2}}{character COLUMN_DESCRIPTION} +#' \item{\code{Area of work}}{character COLUMN_DESCRIPTION} +#' \item{\code{theme}}{character COLUMN_DESCRIPTION} +#' \item{\code{subtheme}}{character COLUMN_DESCRIPTION} +#' \item{\code{Results_Level}}{character COLUMN_DESCRIPTION} +#' \item{\code{area_id}}{character COLUMN_DESCRIPTION} +#' \item{\code{Area}}{character COLUMN_DESCRIPTION} +#' \item{\code{Area_id}}{character COLUMN_DESCRIPTION} +#' \item{\code{Ind_id}}{character COLUMN_DESCRIPTION} +#' \item{\code{Ind_seq}}{double COLUMN_DESCRIPTION} +#' \item{\code{Show_As}}{character COLUMN_DESCRIPTION} +#' \item{\code{Indicator_Code}}{character COLUMN_DESCRIPTION} +#' \item{\code{Reverse}}{logical COLUMN_DESCRIPTION} +#' \item{\code{threshold_red}}{double COLUMN_DESCRIPTION} +#' \item{\code{threshold_orange}}{double COLUMN_DESCRIPTION} +#' \item{\code{threshold_green}}{double COLUMN_DESCRIPTION} +#' \item{\code{standard_direction}}{character COLUMN_DESCRIPTION} +#' \item{\code{survey}}{character COLUMN_DESCRIPTION} +#' \item{\code{RAS}}{double COLUMN_DESCRIPTION} +#' \item{\code{STA}}{double COLUMN_DESCRIPTION} +#' \item{\code{IDP}}{double COLUMN_DESCRIPTION} +#' \item{\code{RET}}{double COLUMN_DESCRIPTION} +#' \item{\code{OOC}}{double COLUMN_DESCRIPTION} +#' \item{\code{all}}{double COLUMN_DESCRIPTION} +#' \item{\code{DEN}}{character COLUMN_DESCRIPTION} +#' \item{\code{max}}{character COLUMN_DESCRIPTION} +#'} +#' @source \url{http://somewhere.important.com/} +"mapping_indicator" + #### All code list doc ############ diff --git a/R/show_budget_gap.R b/R/show_budget_gap.R index d887025..5ca50f5 100644 --- a/R/show_budget_gap.R +++ b/R/show_budget_gap.R @@ -157,7 +157,7 @@ show_budget_gap <- function(year, subtitle = subtitt , x = "", y = "", - caption = "Data Source: UNHCR IATI (International Aid Transparency Initiative). UNHCR budget is needs-based. It represents the total amount of money that would be required were UNHCR to meet all of the needs that it is seeking to address." ) + caption = "Source: Data published by UNHCR as part of the International Aid Transparency Initiative (IATI). UNHCR budget is needs-based. It represents the total amount of money that would be required were UNHCR to meet all of the needs that it is seeking to address." ) return(p) diff --git a/R/show_contributions.R b/R/show_contributions.R index d99a19e..f3e7ede 100644 --- a/R/show_contributions.R +++ b/R/show_contributions.R @@ -91,7 +91,7 @@ show_contributions <- function(year, subtitle = paste0("Recorded in ", programme_lab, ctr_name,iati_identifier_ops, " since ", year,""), x = "", y = "", - caption = "Data Source: UNHCR IATI (International Aid Transparency Initiative)" ) + caption = "Source: Data published by UNHCR as part of the International Aid Transparency Initiative (IATI)" ) return(p) } diff --git a/R/show_donors.R b/R/show_donors.R index b43e9b7..2d9946a 100644 --- a/R/show_donors.R +++ b/R/show_donors.R @@ -123,7 +123,7 @@ show_donors <- function(year, subtitle = paste0("Recorded in ", programme_lab, ctr_name,iati_identifier_ops, " since ", year,""), x = "", y = "", - caption = "Data Source: UNHCR IATI (International Aid Transparency Initiative)" ) + caption = "Source: Data published by UNHCR as part of the International Aid Transparency Initiative (IATI)" ) } return(p) diff --git a/R/show_earmarking.R b/R/show_earmarking.R index 0c4879e..6aa53dd 100644 --- a/R/show_earmarking.R +++ b/R/show_earmarking.R @@ -34,9 +34,7 @@ #' dplyr::select(earmarking_name, earmarking_description) |> #' dplyr::distinct() |> #' dplyr::filter(!(is.na(earmarking_name)))) -#' show_earmarking(year = 2018, -#' programme_lab = NULL, -#' iati_identifier_ops = NULL, +#' show_earmarking(year = 2018, #' ctr_name = "Brazil") show_earmarking <- function(year, programme_lab = NULL, @@ -79,20 +77,31 @@ show_earmarking <- function(year, year >= thisyear & transaction_type_name == "Incoming Commitment") } - + # levels(as.factor(df$earmarking_name)) + df2 <- df |> dplyr::group_by(year, earmarking_name) |> dplyr::summarise( transaction_value_USD = sum(transaction_value_USD , na.rm = TRUE)) |> dplyr::mutate(earmarking_name = as.character(earmarking_name) ) |> dplyr::mutate(earmarking_name = as.factor(earmarking_name) ) + + cols_earmarking_name <- c("Earmarked" = "#e1cc0d", + "Softly Earmarked" = "#0072bc", + "Tightly Earmarked" = "#ef4a60", + "Unearmarked" = "#00b398" ) + p <- df2 |> # dplyr::filter(transaction_value_USD <= 1000000 & transaction_value_USD > 1000) |> ggplot2::ggplot(ggplot2::aes(y = transaction_value_USD , x = year, fill = earmarking_name)) + ggplot2::geom_bar(alpha = 0.9, stat = "identity") + - ggplot2::scale_fill_viridis_d(option = "inferno", na.value = "grey50") + + #ggplot2::scale_fill_viridis_d(option = "inferno", na.value = "grey50") + + ggplot2::scale_fill_manual(values = cols_earmarking_name, + drop = TRUE, + limits = force, + na.value = "grey50") + ggplot2::scale_y_continuous( expand = ggplot2::expansion(mult = c(0, .1)), labels = scales::label_number(scale_cut = scales::cut_short_scale()) ) + @@ -104,7 +113,7 @@ show_earmarking <- function(year, subtitle = paste0("Recorded in ", programme_lab, ctr_name,iati_identifier_ops, " since ", year,""), x = "", y = "", - caption = "Data Source: UNHCR IATI (International Aid Transparency Initiative)" ) + caption = "Source: Data published by UNHCR as part of the International Aid Transparency Initiative (IATI)" ) return(p) } diff --git a/R/show_expenditure.R b/R/show_expenditure.R index 92c90e9..0492888 100644 --- a/R/show_expenditure.R +++ b/R/show_expenditure.R @@ -145,7 +145,7 @@ show_expenditure <- function(year, ggplot2::scale_color_manual(name = " ", values = c("Expenditure" = "#F592A0", "Budget" = "#00568D")) + ggplot2::scale_y_continuous( - expand = ggplot2::expansion(mult = c(0, .1)), + # expand = ggplot2::expansion(mult = c(0, .1)), labels = scales::label_number(scale_cut = scales::cut_short_scale()) ) + # scale_x_continuous(labels = scales::label_number(scale_cut = cut_short_scale())) + # ggplot2::facet_wrap(~ trans_year) + @@ -157,7 +157,7 @@ show_expenditure <- function(year, subtitle = subtitt, x = "", y = "", - caption = "Data Source: UNHCR IATI (International Aid Transparency Initiative). UNHCR budget is needs-based. It represents the total amount of money that would be required were UNHCR to meet all of the needs that it is seeking to address." ) + caption = "Source: Data published by UNHCR as part of the International Aid Transparency Initiative (IATI). UNHCR budget is needs-based. It represents the total amount of money that would be required were UNHCR to meet all of the needs that it is seeking to address." ) return(p) } diff --git a/R/show_goal_sdg.R b/R/show_goal_sdg.R new file mode 100644 index 0000000..0c4f771 --- /dev/null +++ b/R/show_goal_sdg.R @@ -0,0 +1,145 @@ +# WARNING - Generated by {fusen} from dev/dev_unhcr_programme.Rmd: do not edit by hand + +#' show_goal_sdg +#' +#' @description Show resource allocation in line with SDG goal +#' @param year A numeric value or a list of value. +#' @param programme_lab A character vector corresponding to the name of the programme. +#' @param iati_identifier_ops A character vector corresponding to the name of the operation. +#' @param ctr_name A character vector corresponding to the name of the country. +#' +#' @import ggplot2 +#' @import dplyr +#' @import scales +#' @import unhcrthemes +#' @importFrom stats reorder +#' +#' @export +#' @return a graph +#' @examples +#' show_goal_sdg(year = c( 2020, 2021, 2022), +#' ctr_name = "Brazil") +show_goal_sdg <- function(year, + programme_lab = NULL, + iati_identifier_ops = NULL, + ctr_name = NULL ){ + # Check if only one argument is passed + if (!is.null(programme_lab) && !is.null(iati_identifier_ops)) { + stop("Please pass only one of the arguments programme_lab or iati_identifier_ops.") + } else if (!is.null(programme_lab) && !is.null(ctr_name)) { + stop("Please pass only one of the arguments programme_lab or ctr_name.") + } else if (!is.null(iati_identifier_ops) && !is.null(ctr_name)) { + stop("Please pass only one of the arguments iati_identifier_ops or ctr_name.") + } + + # Join dataActivity and dataSector on iati_identifier + df <- iati::dataSector |> + dplyr::left_join(iati::dataActivity, by = c("iati_identifier")) + + if (!is.null(programme_lab)) { + thisprogramme_lab <- programme_lab + thisyear <- year + df <- df |> + dplyr::mutate(year = factor(year)) |> + dplyr::filter(programmme_lab == thiprogramme_lab & + year %in% thisyear & + sector_vocabulary_name == "Reporting Organisation 2") |> + dplyr::left_join(iati::mapping_sector, by= c("sector_desc")) |> + dplyr::left_join(iati::mapping_sdg, by= c("sector_rbm" = "area")) + + } else if (!is.null(iati_identifier_ops)) { + thisiati_identifier_ops <- iati_identifier_ops + thisyear <- year + df <- df |> + dplyr::mutate(year = factor(year)) |> + dplyr::filter(iati_identifier_ops == thisiati_identifier_ops & + year %in% thisyear & + sector_vocabulary_name == "Reporting Organisation 2") |> + dplyr::left_join(iati::mapping_sector, by= c("sector_desc"))|> + dplyr::left_join(iati::mapping_sdg, by= c("sector_rbm" = "area")) + } else if (!is.null(ctr_name)) { + thisctr_name <- ctr_name + thisyear <- year + df <- df |> + dplyr::mutate(year = factor(year)) |> + dplyr::filter(ctr_name == thisctr_name & + year %in% thisyear & + sector_vocabulary_name == "Reporting Organisation 2") |> + dplyr::left_join(iati::mapping_sector, by= c("sector_desc"))|> + dplyr::left_join(iati::mapping_sdg, by= c("sector_rbm" = "area")) + } + + df <- df |> + dplyr::group_by(sector_desc, sector_rbm,sdg, year) |> + dplyr::summarise(sector_pct = mean( as.numeric(sector_pct)) ) |> + dplyr::group_by( sdg, year) |> + dplyr::summarise(sector_pct = sum(sector_pct, rm.na = TRUE)) |> + # dplyr::summarise(sector_pct = sum(sector_pct, na.rm = TRUE)/sum(df$sector_pct, na.rm = TRUE)*100) |> + # top_n(5, wt = sector_pct) |> + dplyr::mutate(sdg = as.factor(sdg)) + + + ## Now joining budget & Expenditure to make the chart more informative... + df_bud <- iati::dataTransaction |> + dplyr::left_join(iati::dataActivity, by= c("iati_identifier")) + + if (!is.null(programme_lab)) { + thisprogramme_lab <- programme_lab + thisyear <- year + df_bud <- df_bud |> + # levels(as.factor(df$programmme_lab)) + dplyr::filter( programmme_lab == thisprogramme_lab & + year %in% thisyear & + transaction_type_name == "Expenditure") + } else if (!is.null(iati_identifier_ops)) { + thisiati_identifier_ops <- iati_identifier_ops + thisyear <- year + df_bud <- df_bud |> + dplyr::filter(iati_identifier_ops == thisiati_identifier_ops & + year %in% thisyear & + transaction_type_name == "Expenditure") + } else if (!is.null(ctr_name)) { + thisctr_name <- ctr_name + thisyear <- year + df_bud <- df_bud |> + dplyr::filter( ctr_name == thisctr_name & + year %in% thisyear & + transaction_type_name == "Expenditure") + } + + df_bud2 <- df_bud |> + dplyr::group_by(iati_identifier, year) |> + dplyr::summarise(transaction_value= sum(transaction_value, na.rm = TRUE)) |> + dplyr::left_join(iati::dataBudget |> + dplyr::mutate(budget_value= as.numeric(budget_value)) |> + dplyr::group_by(iati_identifier) |> + dplyr::summarise(budget_value= sum(budget_value, na.rm = TRUE)) + , by= c("iati_identifier")) |> + dplyr::select(iati_identifier, year,budget_value, transaction_value ) |> + dplyr::mutate( year2 = glue::glue('{year} - Bud:{scales::label_number(accuracy = .2, scale_cut = scales::cut_short_scale())(budget_value)}$/ Exp:{scales::label_number(accuracy = .2, scale_cut = scales::cut_short_scale())(transaction_value)}$ ')) + + df <- df |> + dplyr::left_join(df_bud2, by = c("year")) + + + + p <- ggplot2::ggplot(data = df, + ggplot2::aes(x = stats::reorder(sdg, sector_pct), + y = sector_pct + )) + + # unhcrthemes::theme_unhcr(grid = TRUE, axis = "Y", axis_title = "Sector Percentage") + + unhcrthemes::theme_unhcr(grid = "X", axis = "y", axis_title = "X", font_size = 18) + + + ggplot2::geom_bar(stat = "identity", fill = "#0072BC") + + ggplot2::coord_flip()+ + ggplot2::facet_wrap( ggplot2::vars(year2), labeller = labeller(year2 = ggplot2::label_wrap_gen(5))) + + ggplot2::scale_fill_viridis_d(option = "inferno", na.value = "grey50") + + ggplot2::scale_y_continuous(expand = ggplot2::expansion(mult = c(0, .1)), labels = scales::label_number(scale_cut = scales::cut_short_scale())) + + ggplot2::labs(title = "Resource Allocation per SDG (%)", + subtitle = paste0("Recorded in ", programme_lab, ctr_name,iati_identifier_ops, + " "), + x = "Sectors", y = "% of Total Funding", + caption = "Source: Data published by UNHCR as part of the International Aid Transparency Initiative (IATI). UNHCR budget is needs-based. It represents the total amount of money that would be required were UNHCR to meet all of the needs that it is seeking to address.") + + return(p) +} diff --git a/R/show_indicators.R b/R/show_indicators.R index 45331c3..25744eb 100644 --- a/R/show_indicators.R +++ b/R/show_indicators.R @@ -227,7 +227,7 @@ show_indicators <- function(year, "Deviation between reported \"Actual\" value and programmatic \"Target\" (in %)" ) , 110), caption = stringr::str_wrap( - "Data Source: UNHCR IATI (International Aid Transparency Initiative)" , + "Source: Data published by UNHCR as part of the International Aid Transparency Initiative (IATI)" , 110) ) } } else if( type == "progress") { @@ -295,7 +295,7 @@ show_indicators <- function(year, "Progress comparison between \"Actual\" reported value and their \"baseline\" (in %)" ) , 110), caption = stringr::str_wrap( - "Data Source: UNHCR IATI (International Aid Transparency Initiative)" , + "Source: Data published by UNHCR as part of the International Aid Transparency Initiative (IATI)" , 110) ) } } diff --git a/R/show_indicators_time.R b/R/show_indicators_time.R index 19b78c7..ea5b3a5 100644 --- a/R/show_indicators_time.R +++ b/R/show_indicators_time.R @@ -227,14 +227,14 @@ show_indicators_time <- function(year, ggplot2::labs( x = "", y = "" , title = stringr::str_wrap( - paste0( result_type_name, " Indicators ", + paste0( "Deviation Review | ", result_type_name, " Indicators ", programme_lab, ctr_name,iati_identifier_ops ) , 100), subtitle = stringr::str_wrap( paste0( - "Deviation between reported \"Actual\" value and programmatic \"Target\" (in %)" ) , + "Between reported \"Actual\" value and programmatic \"Target\" (in %)" ) , 110), caption = stringr::str_wrap( - "Data Source: UNHCR IATI (International Aid Transparency Initiative)" , + "Source: Data published by UNHCR as part of the International Aid Transparency Initiative (IATI)" , 110) ) } } else if( type == "progress") { @@ -288,17 +288,83 @@ show_indicators_time <- function(year, ggplot2::labs( x = "", y = "" , title = stringr::str_wrap( - paste0( result_type_name, " Indicators ", + paste0( "Progress Comparison | ", result_type_name, " Indicators ", programme_lab, ctr_name,iati_identifier_ops ) , 100), subtitle = stringr::str_wrap( paste0( - "Progress comparison between \"Actual\" reported value and their \"baseline\" (in %)" ) , + "Between \"Actual\" reported value and their \"baseline\" (in %)" ) , 110), caption = stringr::str_wrap( - "Data Source: UNHCR IATI (International Aid Transparency Initiative)" , + "Source: Data published by UNHCR as part of the International Aid Transparency Initiative (IATI)" , + 110) ) + } + } else if( type == "gap") { + + df1 <- df1 |> + ## Attach the mapping for outcome indicator threshold + dplyr::left_join(iati::mapping_indicator) + + ## Filter out - when no data... + dplyr::filter (! (is.na(actual))) |> + dplyr::filter (! (is.na(baseline))) |> + dplyr::filter (! (is.nan(progress_baseline))) |> + #dplyr::arrange(desc(actual)) + dplyr::group_by( result_indicator_title) |> + dplyr::arrange(desc( actual), .by_group=TRUE ) |> + dplyr::ungroup(result_indicator_title) + + ## case there's no data at all + if( nrow(df1) == 0) { + info <- paste0("No gap analysis - actual to green threshold - \n comparative analysis \n could be produced for \n", + result_type_name, " indicator values \n in ", + programme_lab, ctr_name,iati_identifier_ops, " for year: ", year) + p <- ggplot2::ggplot() + + ggplot2::annotate("text", x = 1, y = 1, size = 12, + label = info ) + + ggplot2::theme_void() + + } else if(nrow(df1)> 0) { + ## and now the plot + p <- ggplot2::ggplot( df1, + ggplot2::aes(x = year, + y = progress_baseline, + #shape = indicator_measure_name, + color = sector_rbm)) + + ggplot2::geom_jitter(position=position_jitter(0.2), + shape = 17, + size = 3) + + ggplot2::stat_summary(fun.data=mean_sdl, #mult=1, + geom="pointrange", color="grey", size = .3) + + geom_hline(yintercept= 0, color="red") + + # ggplot2::scale_color_viridis_d(option = "inferno", na.value = "grey50") + + ggplot2::scale_colour_brewer(palette = "Paired") + + ggplot2::scale_y_continuous( label = scales::label_number(accuracy = 1, + scale_cut = scales::cut_short_scale(), + suffix = "%") )+ + ggplot2::scale_x_discrete(labels = function(x) stringr::str_wrap(x, width = 120)) + + unhcrthemes::theme_unhcr(font_size = 22, + axis_text_size = 9, + grid = "Y", + axis = "y") + + ggplot2::theme( legend.direction = "vertical", + legend.box = "horizontal", + legend.position = "right")+ + + ggplot2::labs( x = "", y = "" , + title = stringr::str_wrap( + paste0( "Progress Comparison | ", result_type_name, " Indicators ", + programme_lab, ctr_name,iati_identifier_ops ) , + 100), + subtitle = stringr::str_wrap( paste0( + "Between \"Actual\" reported value and their \"baseline\" (in %)" ) , + 110), + caption = stringr::str_wrap( + "Source: Data published by UNHCR as part of the International Aid Transparency Initiative (IATI)" , 110) ) } } + + return(p) } diff --git a/R/show_outcome_rbm.R b/R/show_outcome_rbm.R new file mode 100644 index 0000000..04196d4 --- /dev/null +++ b/R/show_outcome_rbm.R @@ -0,0 +1,145 @@ +# WARNING - Generated by {fusen} from dev/dev_unhcr_programme.Rmd: do not edit by hand + + +#' show_outcome_rbm +#' +#' @description What are the most funded sectors per country based on new RBM framework. +#' The activities that UNHCR plans and undertakes around the world are described +#' under 16 "Outcome Areas". +#' +#' @param year A numeric value or a list of value. +#' @param programme_lab A character vector corresponding to the name of the programme. +#' @param iati_identifier_ops A character vector corresponding to the name of the operation. +#' @param ctr_name A character vector corresponding to the name of the country. +#' +#' @import ggplot2 +#' @import dplyr +#' @import scales +#' @import unhcrthemes +#' @importFrom stats reorder +#' +#' @export +#' @return a graph +#' @examples +#' show_outcome_rbm( year = c( 2020, 2021, 2022), +#' ctr_name = "Brazil") +show_outcome_rbm <- function(year, + programme_lab = NULL, + iati_identifier_ops = NULL, + ctr_name = NULL ){ + # Check if only one argument is passed + if (!is.null(programme_lab) && !is.null(iati_identifier_ops)) { + stop("Please pass only one of the arguments programme_lab or iati_identifier_ops.") + } else if (!is.null(programme_lab) && !is.null(ctr_name)) { + stop("Please pass only one of the arguments programme_lab or ctr_name.") + } else if (!is.null(iati_identifier_ops) && !is.null(ctr_name)) { + stop("Please pass only one of the arguments iati_identifier_ops or ctr_name.") + } + + # Join dataActivity and dataSector on iati_identifier + df <- iati::dataSector |> + dplyr::left_join(iati::dataActivity, by = c("iati_identifier")) + + if (!is.null(programme_lab)) { + thisprogramme_lab <- programme_lab + thisyear <- year + df <- df |> + dplyr::mutate(year = factor(year)) |> + dplyr::filter(programmme_lab == thiprogramme_lab & + year %in% thisyear & + sector_vocabulary_name == "Reporting Organisation 2") |> + dplyr::left_join(iati::mapping_sector, by= c("sector_desc")) + } else if (!is.null(iati_identifier_ops)) { + thisiati_identifier_ops <- iati_identifier_ops + thisyear <- year + df <- df |> + dplyr::mutate(year = factor(year)) |> + dplyr::filter(iati_identifier_ops == thisiati_identifier_ops & + year %in% thisyear & + sector_vocabulary_name == "Reporting Organisation 2") |> + dplyr::left_join(iati::mapping_sector, by= c("sector_desc")) + } else if (!is.null(ctr_name)) { + thisctr_name <- ctr_name + thisyear <- year + df <- df |> + dplyr::mutate(year = factor(year)) |> + dplyr::filter(ctr_name == thisctr_name & + year %in% thisyear & + sector_vocabulary_name == "Reporting Organisation 2") |> + dplyr::left_join(iati::mapping_sector, by= c("sector_desc")) + } + + df <- df |> + dplyr::group_by(sector_desc, sector_rbm, year) |> + dplyr::summarise(sector_pct = mean( as.numeric(sector_pct)) ) |> + dplyr::group_by( sector_rbm, year) |> + dplyr::summarise(sector_pct = sum(sector_pct, rm.na = TRUE)) |> + # dplyr::summarise(sector_pct = sum(sector_pct, na.rm = TRUE)/sum(df$sector_pct, na.rm = TRUE)*100) |> + # top_n(5, wt = sector_pct) |> + dplyr::mutate(sector_rbm = as.factor(sector_rbm)) + + + ## Now joining budget & Expenditure to make the chart more informative... + df_bud <- iati::dataTransaction |> + dplyr::left_join(iati::dataActivity, by= c("iati_identifier")) + + if (!is.null(programme_lab)) { + thisprogramme_lab <- programme_lab + thisyear <- year + df_bud <- df_bud |> + # levels(as.factor(df$programmme_lab)) + dplyr::filter( programmme_lab == thisprogramme_lab & + year %in% thisyear & + transaction_type_name == "Expenditure") + } else if (!is.null(iati_identifier_ops)) { + thisiati_identifier_ops <- iati_identifier_ops + thisyear <- year + df_bud <- df_bud |> + dplyr::filter(iati_identifier_ops == thisiati_identifier_ops & + year %in% thisyear & + transaction_type_name == "Expenditure") + } else if (!is.null(ctr_name)) { + thisctr_name <- ctr_name + thisyear <- year + df_bud <- df_bud |> + dplyr::filter( ctr_name == thisctr_name & + year %in% thisyear & + transaction_type_name == "Expenditure") + } + + df_bud2 <- df_bud |> + dplyr::group_by(iati_identifier, year) |> + dplyr::summarise(transaction_value= sum(transaction_value, na.rm = TRUE)) |> + dplyr::left_join(iati::dataBudget |> + dplyr::mutate(budget_value= as.numeric(budget_value)) |> + dplyr::group_by(iati_identifier) |> + dplyr::summarise(budget_value= sum(budget_value, na.rm = TRUE)) + , by= c("iati_identifier")) |> + dplyr::select(iati_identifier, year,budget_value, transaction_value ) |> + dplyr::mutate( year2 = glue::glue('{year} Bud: {scales::label_number(accuracy = .2, scale_cut = scales::cut_short_scale())(budget_value)}$/ Exp: {scales::label_number(accuracy = .2, scale_cut = scales::cut_short_scale())(transaction_value)}$ ')) + + df <- df |> + dplyr::left_join(df_bud2, by = c("year")) + + + + p <- ggplot2::ggplot(data = df, + ggplot2::aes(x = stats::reorder(sector_rbm, sector_pct), + y = sector_pct + )) + + # unhcrthemes::theme_unhcr(grid = TRUE, axis = "Y", axis_title = "Sector Percentage") + + unhcrthemes::theme_unhcr(grid = "X", axis = "y", axis_title = "X", font_size = 18) + + + ggplot2::geom_bar(stat = "identity", fill = "#0072BC") + + ggplot2::coord_flip()+ + ggplot2::facet_wrap( ggplot2::vars(year2), labeller = labeller(year2 = ggplot2::label_wrap_gen(5))) + + ggplot2::scale_fill_viridis_d(option = "inferno", na.value = "grey50") + + ggplot2::scale_y_continuous(expand = ggplot2::expansion(mult = c(0, .1)), labels = scales::label_number(scale_cut = scales::cut_short_scale())) + + ggplot2::labs(title = "Resource Allocation per Outcome (%)", + subtitle = paste0("Recorded in ", programme_lab, ctr_name,iati_identifier_ops, + " based on UNHCR Results Framework "), + x = "Sectors", y = "% of Total Funding", + caption = "Source: Data published by UNHCR as part of the International Aid Transparency Initiative (IATI). UNHCR budget is needs-based. It represents the total amount of money that would be required were UNHCR to meet all of the needs that it is seeking to address.") + + return(p) +} diff --git a/R/show_partnership.R b/R/show_partnership.R index 237fe5f..fa97518 100644 --- a/R/show_partnership.R +++ b/R/show_partnership.R @@ -114,7 +114,7 @@ show_partnership <- function( year, # subtitle = paste0("In ", programme_lab, " recorded since ", year,""), # x = "Organisation Type", # y = "Organisation Role", -# caption = "Data Source: UNHCR IATI (International Aid Transparency Initiative)" ) +# caption = "Source: Data published by UNHCR as part of the International Aid Transparency Initiative (IATI)" ) p <- knitr::kable( df2 ) diff --git a/R/show_sectors.R b/R/show_sectors.R index 2652121..7597777 100644 --- a/R/show_sectors.R +++ b/R/show_sectors.R @@ -110,11 +110,11 @@ show_sectors <- function(year, ggplot2::facet_wrap( ggplot2::vars(year)) + ggplot2::scale_fill_viridis_d(option = "inferno", na.value = "grey50") + ggplot2::scale_y_continuous(expand = ggplot2::expansion(mult = c(0, .1)), labels = scales::label_number(scale_cut = scales::cut_short_scale())) + - ggplot2::labs(title = "Share of Budget per Sectors (%)", + ggplot2::labs(title = "Resource Allocation per Sectors (%)", subtitle = paste0("Recorded in ", programme_lab, ctr_name,iati_identifier_ops, " based on vocabulary: ", sector_vocabulary_name), x = "Sectors", y = "% of Total Funding", - caption = "Data Source: UNHCR IATI (International Aid Transparency Initiative)") + caption = "Source: Data published by UNHCR as part of the International Aid Transparency Initiative (IATI)") diff --git a/R/show_sectors_rbm.R b/R/show_sectors_rbm.R index 9cfd93c..308640a 100644 --- a/R/show_sectors_rbm.R +++ b/R/show_sectors_rbm.R @@ -137,7 +137,7 @@ show_sectors_rbm <- function(year, subtitle = paste0("Recorded in ", programme_lab, ctr_name,iati_identifier_ops, " based on UNHCR Results Framework "), x = "Sectors", y = "% of Total Funding", - caption = "Data Source: UNHCR IATI (International Aid Transparency Initiative). UNHCR budget is needs-based. It represents the total amount of money that would be required were UNHCR to meet all of the needs that it is seeking to address.") + caption = "Source: Data shared by UNHCR as part of the International Aid Transparency Initiative (IATI). UNHCR budget is needs-based. It represents the total amount of money that would be required were UNHCR to meet all of the needs that it is seeking to address.") return(p) } diff --git a/R/show_top_donors.R b/R/show_top_donors.R index f10f207..852d30c 100644 --- a/R/show_top_donors.R +++ b/R/show_top_donors.R @@ -7,9 +7,7 @@ #' @param year year to select starting from 2016 - could be one year or a list #' @param programme_lab A character vector corresponding to the name of the programme. #' @param iati_identifier_ops A character vector corresponding to the name of the operation. -#' @param ctr_name A character vector corresponding to the name of the country. -#' @param transaction_type_name Transaction type - default is "Incoming Commitment" , -#' can also be "Disbursement", or "Expenditure" +#' @param ctr_name A character vector corresponding to the name of the country. #' @param top_n top n donors to show - the rest being lumped together #' #' @import ggplot2 @@ -22,18 +20,15 @@ #' @return a graph #' @examples #' show_top_donors(year = 2022, -#' ctr_name = "Brazil", -#' transaction_type_name = "Incoming Commitment" , +#' ctr_name = "Brazil", #' top_n = 5) #' show_top_donors(year = 2020, -#' ctr_name = "Brazil", -#' transaction_type_name = "Incoming Commitment" , +#' ctr_name = "Brazil", #' top_n = 10) show_top_donors <- function(year, programme_lab = NULL, iati_identifier_ops = NULL, - ctr_name = NULL, - transaction_type_name = "Incoming Commitment", + ctr_name = NULL, top_n = 5) { ## Check year is after or equal 2016 @@ -54,29 +49,26 @@ show_top_donors <- function(year, ## Filtering if (!is.null(programme_lab)) { thisprogramme_lab <- programme_lab - thisyear <- year - thistransaction_type_name <- transaction_type_name + thisyear <- year df <- df |> # levels(as.factor(df$programmme_lab)) dplyr::filter( programmme_lab == thisprogramme_lab & year == thisyear & - transaction_type_name == thistransaction_type_name) + transaction_type_name == "Incoming Commitment") } else if (!is.null(iati_identifier_ops)) { thisiati_identifier_ops <- iati_identifier_ops - thisyear <- year - thistransaction_type_name <- transaction_type_name + thisyear <- year df <- df |> dplyr::filter(iati_identifier_ops == thisiati_identifier_ops & year == thisyear & - transaction_type_name == thistransaction_type_name) + transaction_type_name == "Incoming Commitment") } else if (!is.null(ctr_name)) { thisctr_name <- ctr_name - thisyear <- year - thistransaction_type_name <- transaction_type_name + thisyear <- year df <- df |> dplyr::filter( ctr_name == thisctr_name & year == thisyear & - transaction_type_name == thistransaction_type_name) + transaction_type_name == "Incoming Commitment") } @@ -112,11 +104,11 @@ show_top_donors <- function(year, # ggplot2::facet_wrap(~ trans_year) + unhcrthemes::theme_unhcr(grid = "X", axis = "X", axis_title = "X", font_size = 18)+ ggplot2::labs( - title = paste0(transaction_type_name," (in USD)"), - subtitle = paste0("Recorded in ", programme_lab, ctr_name,iati_identifier_ops, " in year ", year,""), + title = paste0("Top ",top_n ," donors (in USD)"), + subtitle = paste0("Incoming Commitment Recorded in ", programme_lab, ctr_name,iati_identifier_ops, " | ", year,""), x = "", y = "", - caption = "Data Source: UNHCR IATI (International Aid Transparency Initiative)" ) + caption = "Source: Data published by UNHCR as part of the International Aid Transparency Initiative (IATI)" ) return(p) } diff --git a/data/mapping_indicator.RData b/data/mapping_indicator.RData new file mode 100644 index 0000000..76e48ab Binary files /dev/null and b/data/mapping_indicator.RData differ diff --git a/data/mapping_result.RData b/data/mapping_result.RData index 82a13ed..68b0081 100644 Binary files a/data/mapping_result.RData and b/data/mapping_result.RData differ diff --git a/data/mapping_sdg.RData b/data/mapping_sdg.RData new file mode 100644 index 0000000..df8f81e Binary files /dev/null and b/data/mapping_sdg.RData differ diff --git a/data/mapping_sector.RData b/data/mapping_sector.RData index 6f551c9..f2a0c1a 100644 Binary files a/data/mapping_sector.RData and b/data/mapping_sector.RData differ diff --git a/dev/dev_unhcr_programme.Rmd b/dev/dev_unhcr_programme.Rmd index 3baac87..f361a23 100644 --- a/dev/dev_unhcr_programme.Rmd +++ b/dev/dev_unhcr_programme.Rmd @@ -13,40 +13,41 @@ library(testthat) pkgload::load_all(export_all = FALSE) ``` - -# Using `iati::dataTransaction` -## Show donors - - * Who are the __main donors by country__ in terms of transaction? +# Using `iati::dataResult` -```{r function-show_donors, echo=FALSE, message=FALSE, warning=FALSE} -#' show_donors -#' -#' @description Who are the main donors by country in terms of transaction? +## show_indicators + + * How much __indicators__ relate to target or baseline? + +```{r function-show_indicators} +#' show_indicators #' -#' @param year year to select starting from 2016 - could be one year or a list +#' How much indicators evolve over time against thresholds? +#' +#' @param year A numeric value corresponding to the first year of focus until the most recent year within the dataset. #' @param programme_lab A character vector corresponding to the name of the programme. #' @param iati_identifier_ops A character vector corresponding to the name of the operation. #' @param ctr_name A character vector corresponding to the name of the country. -#' @param transaction_type_name Transaction type - default is "Incoming Commitment" , -#' can also be "Disbursement", or "Expenditure" +#' @param result_type_name either "Impact" "Outcome" "Output" - default is "Outcome" +#' @param type "deviation" showing difference between target and actual - or +#' "progress" showing difference between baseline and actual #' #' @import ggplot2 #' @import dplyr #' @import scales #' @import unhcrthemes +#' @importFrom stats reorder #' #' @export -#' +#' #' @return a graph -show_donors <- function(year, +show_indicators <- function(year, programme_lab = NULL, iati_identifier_ops = NULL, - ctr_name = NULL, - transaction_type_name = "Incoming Commitment" ) { - - ## Check year is after or equal 2016 + ctr_name = NULL , + result_type_name = "Outcome", + type = "deviation") { # Check if only one argument is passed @@ -58,139 +59,311 @@ show_donors <- function(year, stop("Please pass only one of the arguments iati_identifier_ops or ctr_name.") } - df <- iati::dataTransaction |> - dplyr::left_join(iati::dataActivity, by= c("iati_identifier")) + df <- iati::dataResult |> + dplyr::left_join(iati::dataActivity, by= c("iati_identifier")) - ## Filtering if (!is.null(programme_lab)) { thisprogramme_lab <- programme_lab - thisyear <- year - thistransaction_type_name <- transaction_type_name + thisyear <- year + thisresult_type_name <- result_type_name df <- df |> - # levels(as.factor(df$programmme_lab)) + # levels(as.factor(df$result_type_name )) dplyr::filter( programmme_lab == thisprogramme_lab & - year >= thisyear & - transaction_type_name == thistransaction_type_name) + year == thisyear & + result_type_name == thisresult_type_name) } else if (!is.null(iati_identifier_ops)) { thisiati_identifier_ops <- iati_identifier_ops - thisyear <- year - thistransaction_type_name <- transaction_type_name + thisyear <- year + thisresult_type_name <- result_type_name df <- df |> dplyr::filter(iati_identifier_ops == thisiati_identifier_ops & - year >= thisyear & - transaction_type_name == thistransaction_type_name) + year == thisyear & + result_type_name == thisresult_type_name) } else if (!is.null(ctr_name)) { thisctr_name <- ctr_name - thisyear <- year - thistransaction_type_name <- transaction_type_name + thisyear <- year + thisresult_type_name <- result_type_name df <- df |> dplyr::filter( ctr_name == thisctr_name & - year >= thisyear & - transaction_type_name == thistransaction_type_name) + year == thisyear & + result_type_name == thisresult_type_name) } - + ## in order to compare indictors alltogether in the same country, we need to normalise them + ## one way is to compute the distance to the target... + ## names(df) - df1 <- df |> - dplyr::group_by(year, provider_org_type_name) |> - dplyr::summarise( transaction_value_USD = sum(transaction_value_USD , na.rm = TRUE)) |> - dplyr::mutate(provider_org_type_name = as.character(provider_org_type_name) ) |> - dplyr::mutate(provider_org_type_name = as.factor(provider_org_type_name) ) + #table(df$result_indicator_ascending, useNA = "ifany") + df1 <- df |> + dplyr::select(result_type_name , result_title, + indicator_measure_name, result_indicator_title, + + result_indicator_baseline_value, + result_indicator_actual_value, + result_indicator_target_value, + result_indicator_target_value_1, + + result_indicator_baseline_location_ref, + result_indicator_baseline_dimension_1, + result_indicator_baseline_dimension_value_1, + result_indicator_baseline_dimension_2, + result_indicator_baseline_dimension_value_2, + result_indicator_ascending) |> + + + dplyr::mutate( actual = as.numeric(result_indicator_actual_value), + baseline = as.numeric(result_indicator_baseline_value), + target = as.numeric(result_indicator_target_value), + ## Reshape the indicator label... + operation = as.character(glue::glue("{result_indicator_title} / {result_indicator_target_value_1}") ), + # operation = as.character(glue::glue("{result_indicator_title} / {result_title} - + # {result_indicator_target_value_1}") ), + + ## Calculating deviation to target + deviation_actual_target = round( ( actual - target ) / + dplyr::if_else(target == 0, 1, target) * + dplyr::if_else(target == 0, 1, 100) ,2 ), + + ## Account for indicator direction + deviation_actual_target = dplyr::if_else(result_indicator_ascending == 0, + deviation_actual_target * -1, + deviation_actual_target), + + deviation_color = dplyr::case_when( + deviation_actual_target >= -1 ~ "green", + deviation_actual_target < -1 & deviation_actual_target >= -15 ~ "orange", + deviation_actual_target < -15 ~ "red", + TRUE ~ ""), + ## Calculating progress to baseline.. + progress_baseline = round( ( actual - baseline) / + dplyr::if_else(baseline == 0, 1, baseline) * + dplyr::if_else(baseline == 0, 1, 100) ,2 ), + ## Account for indicator direction + progress_baseline = dplyr::if_else(result_indicator_ascending == 0, + progress_baseline * -1, + progress_baseline), + progress_color = dplyr::case_when( + progress_baseline >= -1 ~ "green", + progress_baseline < -1 & progress_baseline >= -15 ~ "orange", + progress_baseline < -15 ~ "red", + TRUE ~ "") + + ) - ## case there's no data at all - if( nrow(df1) == 0) { - info <- paste0("No ", transaction_type_name, "\n recorded in ", + ### Type of chart to build... + if(type == "deviation") { + + df1 <- df1 |> + ## Filter out - when no data... + dplyr::filter (! (is.na(actual))) |> + dplyr::filter (! (is.na(target))) |> + dplyr::filter (! (is.nan(deviation_actual_target))) |> + #dplyr::arrange(desc(actual)) + dplyr::group_by( result_indicator_title) |> + dplyr::arrange(desc( actual), .by_group=TRUE ) |> + dplyr::ungroup(result_indicator_title) + + ## case there's no data at all + if( nrow(df1) == 0) { + info <- paste0("No deviation - actual to target - \n comparative analysis \n could be produced for \n", + result_type_name, " indicator values \n in ", programme_lab, ctr_name,iati_identifier_ops, " for year: ", year) - p <- ggplot2::ggplot() + + p <- ggplot2::ggplot() + ggplot2::annotate("text", x = 1, y = 1, size = 12, label = info ) + ggplot2::theme_void() - } else if(nrow(df1)> 0) { - - - p <- df1 |> - # dplyr::filter(transaction_value_USD <= 1000000 & transaction_value_USD > 1000) |> - ggplot2::ggplot(ggplot2::aes(y = transaction_value_USD , - x = year, - fill = provider_org_type_name)) + - ggplot2::geom_bar(alpha = 0.9, stat = "identity") + - ggplot2::scale_fill_viridis_d(option = "inferno", na.value = "grey50") + - ggplot2::scale_y_continuous( - expand = ggplot2::expansion(mult = c(0, .1)), - labels = scales::label_number(scale_cut = scales::cut_short_scale()) ) + - # scale_x_continuous(labels = scales::label_number(scale_cut = cut_short_scale())) + - # ggplot2::facet_wrap(~ trans_year) + - unhcrthemes::theme_unhcr(grid = "Y", axis = "X", axis_title = "X", font_size = 18)+ - ggplot2::labs( - title = paste0(transaction_type_name," (in USD)"), - subtitle = paste0("Recorded in ", programme_lab, ctr_name,iati_identifier_ops, " since ", year,""), - x = "", - y = "", - caption = "Data Source: UNHCR IATI (International Aid Transparency Initiative)" ) + } else if(nrow(df1)> 0) { + ## and now the plot + p <- ggplot2::ggplot( data = df1) + + ggplot2::coord_flip() + + ggplot2::geom_col( + ggplot2::aes(x = stats::reorder(operation, - deviation_actual_target), + y = deviation_actual_target, + fill = deviation_color ), + width = 0.7, + color = NA ) + + p <- p + + ggplot2::scale_fill_manual(values = c( "red" = "#D3212C", + "orange" = "#FF980E", + "green" = "#069C56")) + + ggplot2::geom_text( + ggplot2::aes(x = stats::reorder(operation, - deviation_actual_target), + y = deviation_actual_target, + label = paste(round(deviation_actual_target, 1), " %") ), + #hjust = 1.5, + size = 2.5, + color = "black") + + # scale_y_continuous( label = scales::label_percent(accuracy = 0, + # suffix = "%") ) + + ggplot2::scale_y_continuous( label = scales::label_number(accuracy = 1, + scale_cut = scales::cut_short_scale(), + suffix = "%") )+ + ggplot2::scale_x_discrete(labels = function(x) stringr::str_wrap(x, width = 120)) + + unhcrthemes::theme_unhcr(font_size = 18, + axis_text_size = 9, + grid = "X", + axis = "y") + + ggplot2::theme( #axis.text.y = ggtext::element_markdown(), + legend.position = "none")+ + ggplot2::labs( x = "", y = "" , + title = stringr::str_wrap( + paste0( result_type_name, " Indicators | ", thisyear, " ", + programme_lab, ctr_name,iati_identifier_ops ) , + 100), + subtitle = stringr::str_wrap( paste0( + "Deviation between reported \"Actual\" value and programmatic \"Target\" (in %)" ) , + 110), + caption = stringr::str_wrap( + "Source: Data published by UNHCR as part of the International Aid Transparency Initiative (IATI)" , + 110) ) } + } else if( type == "progress") { + + df1 <- df1 |> + ## Filter out - when no data... + dplyr::filter (! (is.na(actual))) |> + dplyr::filter (! (is.na(baseline))) |> + dplyr::filter (! (is.nan(progress_baseline))) |> + #dplyr::arrange(desc(actual)) + dplyr::group_by( result_indicator_title) |> + dplyr::arrange(desc( actual), .by_group=TRUE ) |> + dplyr::ungroup(result_indicator_title) - return(p) -} -``` - - -```{r examples-show_donors, message=FALSE, warning=FALSE, fig.retina = 2, fig.width = 8, fig.asp = 0.618, fig.align = "center", out.width = "90%"} -knitr::kable(iati::dataTransaction |> - dplyr::select( transaction_type_name, transaction_type_description) |> - dplyr::distinct() ) -show_donors(year = 2022, - programme_lab = "The Americas", - transaction_type_name = "Incoming Commitment" ) -show_donors(year = 2018, - ctr_name = "Brazil", - transaction_type_name = "Incoming Commitment" ) -show_donors(year = 2018, - programme_lab = "Brazil", - transaction_type_name = "Disbursement" ) -show_donors(year = 2018, - programme_lab = "Brazil", - transaction_type_name = "Expenditure" ) -``` - -```{r tests-show_donors} -test_that("show_donors works", { - expect_true(inherits(show_donors, "function")) + ## case there's no data at all + if( nrow(df1) == 0) { + info <- paste0("No progress - actual to baseline - \n comparative analysis \n could be produced for \n", + result_type_name, " indicator values \n in ", + programme_lab, ctr_name,iati_identifier_ops, " for year: ", year) + p <- ggplot2::ggplot() + + ggplot2::annotate("text", x = 1, y = 1, size = 12, + label = info ) + + ggplot2::theme_void() + + } else if(nrow(df1)> 0) { + ## and now the plot + p <- ggplot2::ggplot( data = df1) + + ggplot2::coord_flip() + + ggplot2::geom_col( + ggplot2::aes(x = stats::reorder(operation, - progress_baseline), + y = progress_baseline, + fill = deviation_color ), + width = 0.7, + color = NA ) + + p <- p + + ggplot2::scale_fill_manual(values = c( "red" = "#D3212C", + "orange" = "#FF980E", + "green" = "#069C56")) + + ggplot2::geom_text( + ggplot2::aes(x = stats::reorder(operation, - progress_baseline), + y = progress_baseline, + label = paste(round(progress_baseline, 1), " %") ), + #hjust = 1.5, + size = 2.5, + color = "black") + + # scale_y_continuous( label = scales::label_percent(accuracy = 0, + # suffix = "%") ) + + ggplot2::scale_y_continuous( label = scales::label_number(accuracy = 1, + scale_cut = scales::cut_short_scale(), + suffix = "%") )+ + ggplot2::scale_x_discrete(labels = function(x) stringr::str_wrap(x, width = 120)) + + unhcrthemes::theme_unhcr(font_size = 18, + axis_text_size = 9, + grid = "X", + axis = "y") + + ggplot2::theme( #axis.text.y = ggtext::element_markdown(), + legend.position = "none")+ + ggplot2::labs( x = "", y = "" , + title = stringr::str_wrap( + paste0( result_type_name, " Indicators | ", thisyear, " ", + programme_lab, ctr_name,iati_identifier_ops ) , + 100), + subtitle = stringr::str_wrap( paste0( + "Progress comparison between \"Actual\" reported value and their \"baseline\" (in %)" ) , + 110), + caption = stringr::str_wrap( + "Source: Data published by UNHCR as part of the International Aid Transparency Initiative (IATI)" , + 110) ) + } + } + return(p) + +} +``` + +```{r example-show_indicators, message=FALSE, warning=FALSE, fig.retina = 2, fig.width = 8, fig.align = "center", out.width = "90%"} +show_indicators(year = 2022, + ctr_name = "Brazil", + result_type_name = "Outcome", + type = "deviation" + ) +show_indicators(year = 2022, + ctr_name = "Brazil", + result_type_name = "Impact", + type = "deviation" + ) +show_indicators(year = 2019, + ctr_name = "Brazil", + result_type_name = "Output", + type = "deviation" + ) +show_indicators(year = 2022, + ctr_name = "Brazil", + result_type_name = "Outcome", + type = "progress" + ) +show_indicators(year = 2022, + ctr_name = "Brazil", + result_type_name = "Impact", + type = "progress" + ) +show_indicators(year = 2019, + ctr_name = "Brazil", + result_type_name = "Output", + type = "progress" + ) +``` + +```{r tests-show_indicators} +test_that("show_indicators works", { + expect_true(inherits(show_indicators, "function")) }) ``` -## show_top_donors - -```{r function-show_top_donors} -#' show_top_donors -#' -#' @description Who are the main donors by country in terms of transaction? +## show_indicators_time + + +```{r function-show_indicators_time} +#' show_indicators_time #' -#' @param year year to select starting from 2016 - could be one year or a list +#' How much indicators evolve over time against thresholds? +#' +#' @param year A numeric value corresponding to the first year of focus until the most recent year within the dataset. +#' @param ctr_name A character vector corresponding to the name of the country. #' @param programme_lab A character vector corresponding to the name of the programme. #' @param iati_identifier_ops A character vector corresponding to the name of the operation. -#' @param ctr_name A character vector corresponding to the name of the country. -#' @param transaction_type_name Transaction type - default is "Incoming Commitment" , -#' can also be "Disbursement", or "Expenditure" -#' @param top_n top n donors to show - the rest being lumped together +#' @param result_type_name either "Impact" "Outcome" "Output" - default is "Outcome" +#' @param type "deviation" showing difference between target and actual - or +#' "progress" showing difference between baseline and actual #' #' @import ggplot2 #' @import dplyr #' @import scales #' @import unhcrthemes +#' @importFrom stats reorder #' #' @export -#' +#' #' @return a graph -show_top_donors <- function(year, +show_indicators_time <- function(year, programme_lab = NULL, iati_identifier_ops = NULL, - ctr_name = NULL, - transaction_type_name = "Incoming Commitment", - top_n = 5) { - - ## Check year is after or equal 2016 + ctr_name = NULL , + result_type_name = "Outcome", + type = "deviation") { # Check if only one argument is passed @@ -202,141 +375,507 @@ show_top_donors <- function(year, stop("Please pass only one of the arguments iati_identifier_ops or ctr_name.") } - df <- iati::dataTransaction |> - dplyr::left_join(iati::dataActivity, by= c("iati_identifier")) + df <- iati::dataResult |> + dplyr::left_join(iati::dataActivity, by= c("iati_identifier")) - ## Filtering if (!is.null(programme_lab)) { thisprogramme_lab <- programme_lab - thisyear <- year - thistransaction_type_name <- transaction_type_name + thisyear <- year + thisresult_type_name <- result_type_name df <- df |> - # levels(as.factor(df$programmme_lab)) + # levels(as.factor(df$result_type_name )) dplyr::filter( programmme_lab == thisprogramme_lab & - year == thisyear & - transaction_type_name == thistransaction_type_name) + year >= thisyear & + result_type_name == thisresult_type_name) |> + dplyr::left_join(iati::mapping_result, by= c("result_title")) |> + dplyr::distinct() + } else if (!is.null(iati_identifier_ops)) { thisiati_identifier_ops <- iati_identifier_ops - thisyear <- year - thistransaction_type_name <- transaction_type_name + thisyear <- year + thisresult_type_name <- result_type_name df <- df |> dplyr::filter(iati_identifier_ops == thisiati_identifier_ops & - year == thisyear & - transaction_type_name == thistransaction_type_name) + year >= thisyear & + result_type_name == thisresult_type_name) |> + dplyr::left_join(iati::mapping_result, by= c("result_title")) |> + dplyr::distinct() + } else if (!is.null(ctr_name)) { thisctr_name <- ctr_name - thisyear <- year - thistransaction_type_name <- transaction_type_name + thisyear <- year + thisresult_type_name <- result_type_name df <- df |> dplyr::filter( ctr_name == thisctr_name & - year == thisyear & - transaction_type_name == thistransaction_type_name) + year >= thisyear & + result_type_name == thisresult_type_name) |> + dplyr::left_join(iati::mapping_result, by= c("result_title")) |> + dplyr::distinct() } - - df2 <- df |> - dplyr::group_by(year, transaction_provider_org) |> - dplyr::summarise( transaction_value_USD = sum(transaction_value_USD , na.rm = TRUE)) |> - dplyr::mutate( transaction_provider_org = as.character(transaction_provider_org) ) |> - dplyr::mutate( transaction_provider_org = as.factor(transaction_provider_org) ) |> - dplyr::mutate( transaction_provider_org = forcats::fct_lump_n( - f = transaction_provider_org, - n = top_n, #### Parameter - w = transaction_value_USD, - other_level = 'Other Partners', - ties.method = "last") ) |> - dplyr::group_by(year, transaction_provider_org) |> - dplyr::summarise( transaction_value_USD = sum(transaction_value_USD , na.rm = TRUE)) |> - dplyr::mutate(transaction_provider_org = as.character(transaction_provider_org) ) |> - dplyr::mutate(transaction_provider_org = as.factor(transaction_provider_org) ) - - #levels(as.factor(df2$transaction_provider_org)) - - - p <- df2 |> -# dplyr::filter(transaction_value_USD <= 1000000 & transaction_value_USD > 1000) |> - ggplot2::ggplot(ggplot2::aes(y = transaction_value_USD , - x = stats::reorder( transaction_provider_org, transaction_value_USD) )) + - ggplot2::geom_bar(alpha = 0.9, stat = "identity", fill = "#0072BC") + - ggplot2::coord_flip() + - ggplot2::scale_y_continuous( - expand = ggplot2::expansion(mult = c(0, .1)), - labels = scales::label_number(scale_cut = scales::cut_short_scale()) ) + -# scale_x_continuous(labels = scales::label_number(scale_cut = cut_short_scale())) + - # ggplot2::facet_wrap(~ trans_year) + - unhcrthemes::theme_unhcr(grid = "X", axis = "X", axis_title = "X", font_size = 18)+ - ggplot2::labs( - title = paste0(transaction_type_name," (in USD)"), - subtitle = paste0("Recorded in ", programme_lab, ctr_name,iati_identifier_ops, " in year ", year,""), - x = "", - y = "", - caption = "Data Source: UNHCR IATI (International Aid Transparency Initiative)" ) - - return(p) -} -``` - -```{r example-show_top_donors, message=FALSE, warning=FALSE, fig.retina = 2, fig.width = 8, fig.asp = 0.618, fig.align = "center", out.width = "90%"} -show_top_donors(year = 2022, - ctr_name = "Brazil", - transaction_type_name = "Incoming Commitment" , - top_n = 5) -show_top_donors(year = 2020, - ctr_name = "Brazil", - transaction_type_name = "Incoming Commitment" , - top_n = 10) -``` + ## in order to compare indictors alltogether in the same country, we need to normalise them + ## one way is to compute the distance to the target... + ## names(df) -```{r tests-show_top_donors} -test_that("show_top_donors works", { - expect_true(inherits(show_top_donors, "function")) -}) -``` + #table(df$result_indicator_ascending, useNA = "ifany") + df1 <- df |> + dplyr::select(result_type_name , result_title, sector_rbm, + indicator_measure_name, result_indicator_title, + year, + + result_indicator_baseline_value, + result_indicator_actual_value, + result_indicator_target_value, + result_indicator_target_value_1, + + result_indicator_baseline_location_ref, + result_indicator_baseline_dimension_1, + result_indicator_baseline_dimension_value_1, + result_indicator_baseline_dimension_2, + result_indicator_baseline_dimension_value_2, + result_indicator_ascending) |> - - - -## show_earmarking - - * What’s the breakdown of __Earmarking Type__ (Un-earmarked, Tightly earmarked, etc.) from Donor Funds by Year? - - -```{r function-show_earmarking} -#' Title -#' -#' @description What’s the breakdown of Earmarking Type (Un-earmarked, Tightly earmarked, etc.) \ -#' from Donor Funds by Year? -#' Where possible, UNHCR prefers to receive unearmarked funds, as this allows the agency -#' greater flexibility in allocating its resources as new needs emerge during the course of the year. -#' Should that not be possible, funds can also be softly earmarked. This could mean funds that -#' can be spent anywhere within a region or for a particular situation (for example, funds that have -#' to be spent to assist refugees from Syria, but which can be spent in any country hosting such -#' refugees). Earmarked funds would be a contribution that corresponds to a specific country but -#' can be spent on anything within that operation’s programme. Finally, tightly earmarked funds -#' are those that specify an activity or a population within a country’s programme. -#' -#' UNHCR charges an ISC - Indirect Support Costs - rate of 6.5% on all of its earmarked contributions. -#' This covers management and administration costs at HQ and programme support costs -#' incurred at HQ and Regional Bureaux. + ## Quick fix in case ascending is not documented... + dplyr::mutate( result_indicator_ascending = dplyr::if_else( is.na(result_indicator_ascending), + + "1", + result_indicator_ascending)) |> + + dplyr::mutate( actual = as.numeric(result_indicator_actual_value), + baseline = as.numeric(result_indicator_baseline_value), + target = as.numeric(result_indicator_target_value), + ## Reshape the indicator label... + operation = as.character(glue::glue("{result_indicator_title} / {result_indicator_target_value_1}") ), + # operation = as.character(glue::glue("{result_indicator_title} / {result_title} - + # {result_indicator_target_value_1}") ), + + + ## Calculating deviation to target + deviation_actual_target = round( ( actual - target ) / + dplyr::if_else(target == 0, 1, target) * + dplyr::if_else(target == 0, 1, 100) ,2 ), + + ## Account for indicator direction + deviation_actual_target = dplyr::if_else(result_indicator_ascending == 0, + deviation_actual_target * -1, + deviation_actual_target), + + deviation_color = dplyr::case_when( + deviation_actual_target >= -1 ~ "green", + deviation_actual_target < -1 & deviation_actual_target >= -15 ~ "orange", + deviation_actual_target < -15 ~ "red", + TRUE ~ ""), + ## Calculating progress to baseline.. + progress_baseline = round( ( actual - baseline) / + dplyr::if_else(baseline == 0, 1, baseline) * + dplyr::if_else(baseline == 0, 1, 100) ,2 ), + ## Account for indicator direction + progress_baseline = dplyr::if_else(result_indicator_ascending == 0, + progress_baseline * -1, + progress_baseline), + progress_color = dplyr::case_when( + progress_baseline >= -1 ~ "green", + progress_baseline < -1 & progress_baseline >= -15 ~ "orange", + progress_baseline < -15 ~ "red", + TRUE ~ "") + + ) + + ### Type of chart to build... + if(type == "deviation") { + + df1 <- df1 |> + ## Filter out - when no data... + dplyr::filter (! (is.na(actual))) |> + dplyr::filter (! (is.na(target))) |> + dplyr::filter (! (is.nan(deviation_actual_target))) |> + #dplyr::arrange(desc(actual)) + dplyr::group_by( result_indicator_title) |> + dplyr::arrange(desc( actual), .by_group=TRUE ) |> + dplyr::ungroup(result_indicator_title) + + ## case there's no data at all + if( nrow(df1) == 0) { + info <- paste0("No deviation - actual to target - \n comparative analysis \n could be produced for \n", + result_type_name, " indicator values \n in ", + programme_lab, ctr_name,iati_identifier_ops, " for year: ", year) + p <- ggplot2::ggplot() + + ggplot2::annotate("text", x = 1, y = 1, size = 12, + label = info ) + + ggplot2::theme_void() + + } else if(nrow(df1)> 0) { + ## and now the plot + p <- ggplot2::ggplot( df1, + ggplot2::aes(x = year, + y = deviation_actual_target, + #shape = indicator_measure_name, + color = sector_rbm)) + + ggplot2::geom_jitter(position=position_jitter(0.2), + shape = 17, + size = 3) + + ggplot2::stat_summary(fun.data=mean_sdl, #mult=1, + geom="pointrange", color="grey", size = 1) + + geom_hline(yintercept= 0, color="red") + + # ggplot2::scale_color_viridis_d(option = "inferno", na.value = "grey50") + + ggplot2::scale_colour_brewer(palette = "Paired") + + ggplot2::scale_y_continuous( label = scales::label_number(accuracy = 1, + scale_cut = scales::cut_short_scale(), + suffix = "%") )+ + ggplot2::scale_x_discrete(labels = function(x) stringr::str_wrap(x, width = 120)) + + unhcrthemes::theme_unhcr(font_size = 22, + axis_text_size = 9, + grid = "Y", + axis = "y") + + ggplot2::theme( legend.direction = "vertical", + legend.box = "horizontal", + legend.position = "right")+ + + ggplot2::labs( x = "", y = "" , + title = stringr::str_wrap( + paste0( "Deviation Review | ", result_type_name, " Indicators ", + programme_lab, ctr_name,iati_identifier_ops ) , + 100), + subtitle = stringr::str_wrap( paste0( + "Between reported \"Actual\" value and programmatic \"Target\" (in %)" ) , + 110), + caption = stringr::str_wrap( + "Source: Data published by UNHCR as part of the International Aid Transparency Initiative (IATI)" , + 110) ) + } + } else if( type == "progress") { + + df1 <- df1 |> + ## Filter out - when no data... + dplyr::filter (! (is.na(actual))) |> + dplyr::filter (! (is.na(baseline))) |> + dplyr::filter (! (is.nan(progress_baseline))) |> + #dplyr::arrange(desc(actual)) + dplyr::group_by( result_indicator_title) |> + dplyr::arrange(desc( actual), .by_group=TRUE ) |> + dplyr::ungroup(result_indicator_title) + + ## case there's no data at all + if( nrow(df1) == 0) { + info <- paste0("No progress - actual to baseline - \n comparative analysis \n could be produced for \n", + result_type_name, " indicator values \n in ", + programme_lab, ctr_name,iati_identifier_ops, " for year: ", year) + p <- ggplot2::ggplot() + + ggplot2::annotate("text", x = 1, y = 1, size = 12, + label = info ) + + ggplot2::theme_void() + + } else if(nrow(df1)> 0) { + ## and now the plot + p <- ggplot2::ggplot( df1, + ggplot2::aes(x = year, + y = progress_baseline, + #shape = indicator_measure_name, + color = sector_rbm)) + + ggplot2::geom_jitter(position=position_jitter(0.2), + shape = 17, + size = 3) + + ggplot2::stat_summary(fun.data=mean_sdl, #mult=1, + geom="pointrange", color="grey", size = .3) + + geom_hline(yintercept= 0, color="red") + + # ggplot2::scale_color_viridis_d(option = "inferno", na.value = "grey50") + + ggplot2::scale_colour_brewer(palette = "Paired") + + ggplot2::scale_y_continuous( label = scales::label_number(accuracy = 1, + scale_cut = scales::cut_short_scale(), + suffix = "%") )+ + ggplot2::scale_x_discrete(labels = function(x) stringr::str_wrap(x, width = 120)) + + unhcrthemes::theme_unhcr(font_size = 22, + axis_text_size = 9, + grid = "Y", + axis = "y") + + ggplot2::theme( legend.direction = "vertical", + legend.box = "horizontal", + legend.position = "right")+ + + ggplot2::labs( x = "", y = "" , + title = stringr::str_wrap( + paste0( "Progress Comparison | ", result_type_name, " Indicators ", + programme_lab, ctr_name,iati_identifier_ops ) , + 100), + subtitle = stringr::str_wrap( paste0( + "Between \"Actual\" reported value and their \"baseline\" (in %)" ) , + 110), + caption = stringr::str_wrap( + "Source: Data published by UNHCR as part of the International Aid Transparency Initiative (IATI)" , + 110) ) + } + } else if( type == "gap") { + + df1 <- df1 |> + ## Attach the mapping for outcome indicator threshold + dplyr::left_join(iati::mapping_indicator) + + ## Filter out - when no data... + dplyr::filter (! (is.na(actual))) |> + dplyr::filter (! (is.na(baseline))) |> + dplyr::filter (! (is.nan(progress_baseline))) |> + #dplyr::arrange(desc(actual)) + dplyr::group_by( result_indicator_title) |> + dplyr::arrange(desc( actual), .by_group=TRUE ) |> + dplyr::ungroup(result_indicator_title) + + ## case there's no data at all + if( nrow(df1) == 0) { + info <- paste0("No gap analysis - actual to green threshold - \n comparative analysis \n could be produced for \n", + result_type_name, " indicator values \n in ", + programme_lab, ctr_name,iati_identifier_ops, " for year: ", year) + p <- ggplot2::ggplot() + + ggplot2::annotate("text", x = 1, y = 1, size = 12, + label = info ) + + ggplot2::theme_void() + + } else if(nrow(df1)> 0) { + ## and now the plot + p <- ggplot2::ggplot( df1, + ggplot2::aes(x = year, + y = progress_baseline, + #shape = indicator_measure_name, + color = sector_rbm)) + + ggplot2::geom_jitter(position=position_jitter(0.2), + shape = 17, + size = 3) + + ggplot2::stat_summary(fun.data=mean_sdl, #mult=1, + geom="pointrange", color="grey", size = .3) + + geom_hline(yintercept= 0, color="red") + + # ggplot2::scale_color_viridis_d(option = "inferno", na.value = "grey50") + + ggplot2::scale_colour_brewer(palette = "Paired") + + ggplot2::scale_y_continuous( label = scales::label_number(accuracy = 1, + scale_cut = scales::cut_short_scale(), + suffix = "%") )+ + ggplot2::scale_x_discrete(labels = function(x) stringr::str_wrap(x, width = 120)) + + unhcrthemes::theme_unhcr(font_size = 22, + axis_text_size = 9, + grid = "Y", + axis = "y") + + ggplot2::theme( legend.direction = "vertical", + legend.box = "horizontal", + legend.position = "right")+ + + ggplot2::labs( x = "", y = "" , + title = stringr::str_wrap( + paste0( "Progress Comparison | ", result_type_name, " Indicators ", + programme_lab, ctr_name,iati_identifier_ops ) , + 100), + subtitle = stringr::str_wrap( paste0( + "Between \"Actual\" reported value and their \"baseline\" (in %)" ) , + 110), + caption = stringr::str_wrap( + "Source: Data published by UNHCR as part of the International Aid Transparency Initiative (IATI)" , + 110) ) + } + } + + + return(p) + +} +``` + +```{r example-show_indicators_time, message=FALSE, warning=FALSE, fig.retina = 2, fig.width = 8, fig.align = "center", out.width = "90%"} +show_indicators_time(year = 2020, + ctr_name = "Brazil", + result_type_name = "Outcome", + type = "deviation" + ) +show_indicators_time(year = 2020, + ctr_name = "Brazil", + result_type_name = "Impact", + type = "deviation" + ) +show_indicators_time(year = 2020, + ctr_name = "Brazil", + result_type_name = "Output", + type = "deviation" + ) +show_indicators_time(year = 2020, + ctr_name = "Brazil", + result_type_name = "Outcome", + type = "progress" + ) +show_indicators_time(year = 2020, + ctr_name = "Brazil", + result_type_name = "Impact", + type = "progress" + ) +show_indicators_time(year = 2020, + ctr_name = "Brazil", + result_type_name = "Output", + type = "progress" + ) +``` + +```{r tests-show_indicators_time} +test_that("show_indicators_time works", { + expect_true(inherits(show_indicators_time, "function")) +}) +``` + + +# Using `iati::dataSector` + +## show_sectors + + * What are the __most funded sectors__ per country (Expenditure evolution per impact /outcome area)? + +```{r function-show_sectors} +#' show_sectors +#' +#' @description What are the most funded sectors per country (Expenditure evolution per impact /outcome area)? +#' +#' @param year A numeric value or a list of value. +#' @param programme_lab A character vector corresponding to the name of the programme. +#' @param iati_identifier_ops A character vector corresponding to the name of the operation. +#' @param ctr_name A character vector corresponding to the name of the country. +#' @param sector_vocabulary_name sector_vocabulary +#' +#' @import ggplot2 +#' @import dplyr +#' @import scales +#' @import unhcrthemes +#' @importFrom stats reorder +#' +#' @export +#' @return a graph +show_sectors <- function(year, + programme_lab = NULL, + iati_identifier_ops = NULL, + ctr_name = NULL, + sector_vocabulary_name = "Reporting Organisation 2"){ + # Check if only one argument is passed + if (!is.null(programme_lab) && !is.null(iati_identifier_ops)) { + stop("Please pass only one of the arguments programme_lab or iati_identifier_ops.") + } else if (!is.null(programme_lab) && !is.null(ctr_name)) { + stop("Please pass only one of the arguments programme_lab or ctr_name.") + } else if (!is.null(iati_identifier_ops) && !is.null(ctr_name)) { + stop("Please pass only one of the arguments iati_identifier_ops or ctr_name.") + } + + # Join dataActivity and dataSector on iati_identifier + df <- iati::dataSector |> + dplyr::left_join(iati::dataActivity, by = c("iati_identifier")) + + if (!is.null(programme_lab)) { + thisprogramme_lab <- programme_lab + thisyear <- year + thissector_vocabulary <- sector_vocabulary + df <- df |> + dplyr::mutate(year = factor(year)) |> + dplyr::filter(programmme_lab == thiprogramme_lab & + year %in% thisyear & + sector_vocabulary_name == thissector_vocabulary_name) + } else if (!is.null(iati_identifier_ops)) { + thisiati_identifier_ops <- iati_identifier_ops + thisyear <- year + thissector_vocabulary_name <- sector_vocabulary_name + df <- df |> + dplyr::mutate(year = factor(year)) |> + dplyr::filter(iati_identifier_ops == thisiati_identifier_ops & + year %in% thisyear & + sector_vocabulary_name == thissector_vocabulary_name) + } else if (!is.null(ctr_name)) { + thisctr_name <- ctr_name + thisyear <- year + thissector_vocabulary_name <- sector_vocabulary_name + df <- df |> + dplyr::mutate(year = factor(year)) |> + dplyr::filter(ctr_name == thisctr_name & + year %in% thisyear & + sector_vocabulary_name == thissector_vocabulary_name) + } + + df <- df |> + dplyr::group_by(sector_desc, year) |> + dplyr::summarise(sector_pct = mean( as.numeric(sector_pct)) ) |> + # dplyr::summarise(sector_pct = sum(sector_pct, na.rm = TRUE)/sum(df$sector_pct, na.rm = TRUE)*100) |> + # top_n(5, wt = sector_pct) |> + dplyr::mutate(sector_desc = as.factor(sector_desc)) + + + p <- ggplot2::ggplot(data = df, + ggplot2::aes(x = stats::reorder(sector_desc, sector_pct), + y = sector_pct + )) + + # unhcrthemes::theme_unhcr(grid = TRUE, axis = "Y", axis_title = "Sector Percentage") + + unhcrthemes::theme_unhcr(grid = "X", axis = "y", axis_title = "X", font_size = 18) + + + ggplot2::geom_bar(stat = "identity", fill = "#0072BC") + + ggplot2::coord_flip()+ + ggplot2::facet_wrap( ggplot2::vars(year)) + + ggplot2::scale_fill_viridis_d(option = "inferno", na.value = "grey50") + + ggplot2::scale_y_continuous(expand = ggplot2::expansion(mult = c(0, .1)), labels = scales::label_number(scale_cut = scales::cut_short_scale())) + + ggplot2::labs(title = "Resource Allocation per Sectors (%)", + subtitle = paste0("Recorded in ", programme_lab, ctr_name,iati_identifier_ops, + " based on vocabulary: ", sector_vocabulary_name), + x = "Sectors", y = "% of Total Funding", + caption = "Source: Data published by UNHCR as part of the International Aid Transparency Initiative (IATI)") + + + + return(p) +} +``` + +```{r example-show_sectors, message=FALSE, warning=FALSE, fig.retina = 2, fig.width = 8, fig.asp = 0.618, fig.align = "center", out.width = "90%"} +knitr::kable( iati::dataSector |> + dplyr::select( sector_vocabulary_name, sector_vocabulary_description) |> + dplyr::distinct() |> + dplyr::filter(!(is.na(sector_vocabulary_name)))) +show_sectors( + year = c(2020, 2021, 2022), + ctr_name = "Brazil", + sector_vocabulary_name = "Reporting Organisation") +show_sectors( + year = 2022, + ctr_name = "Brazil", + sector_vocabulary_name = "Reporting Organisation 2") +show_sectors( + year = c(2020, 2021, 2022), + ctr_name = "Brazil", + sector_vocabulary_name = "Reporting Organisation 2") +show_sectors( + year = c(2017,2018,2019,2020,2021, 2022), + ctr_name = "Brazil", + sector_vocabulary_name = "Humanitarian Global Clusters (Inter-Agency Standing Committee)") +show_sectors( + year = c(2017,2018,2019,2020,2021, 2022), + ctr_name = "Brazil", + sector_vocabulary_name = "OECD DAC CRS Purpose Codes (5 digit)") +``` + +```{r tests-show_sectors} +test_that("show_sectors works", { + expect_true(inherits(show_sectors, "function")) +}) +``` + +## show_goal_sdg + +```{r function-show_goal_sdg} +#' show_goal_sdg #' -#' @param year A numeric value corresponding to the first year of focus until the most recent year within the dataset. +#' @description Show resource allocation in line with SDG goal +#' @param year A numeric value or a list of value. #' @param programme_lab A character vector corresponding to the name of the programme. #' @param iati_identifier_ops A character vector corresponding to the name of the operation. -#' @param ctr_name A character vector corresponding to the name of the country. +#' @param ctr_name A character vector corresponding to the name of the country. #' #' @import ggplot2 #' @import dplyr #' @import scales #' @import unhcrthemes +#' @importFrom stats reorder #' #' @export #' @return a graph -show_earmarking <- function(year, - programme_lab = NULL, - iati_identifier_ops = NULL, - ctr_name = NULL ) { - - +show_goal_sdg <- function(year, + programme_lab = NULL, + iati_identifier_ops = NULL, + ctr_name = NULL ){ # Check if only one argument is passed if (!is.null(programme_lab) && !is.null(iati_identifier_ops)) { stop("Please pass only one of the arguments programme_lab or iati_identifier_ops.") @@ -346,106 +885,158 @@ show_earmarking <- function(year, stop("Please pass only one of the arguments iati_identifier_ops or ctr_name.") } - df <- iati::dataTransaction |> + # Join dataActivity and dataSector on iati_identifier + df <- iati::dataSector |> + dplyr::left_join(iati::dataActivity, by = c("iati_identifier")) + + if (!is.null(programme_lab)) { + thisprogramme_lab <- programme_lab + thisyear <- year + df <- df |> + dplyr::mutate(year = factor(year)) |> + dplyr::filter(programmme_lab == thiprogramme_lab & + year %in% thisyear & + sector_vocabulary_name == "Reporting Organisation 2") |> + dplyr::left_join(iati::mapping_sector, by= c("sector_desc")) |> + dplyr::left_join(iati::mapping_sdg, by= c("sector_rbm" = "area")) + + } else if (!is.null(iati_identifier_ops)) { + thisiati_identifier_ops <- iati_identifier_ops + thisyear <- year + df <- df |> + dplyr::mutate(year = factor(year)) |> + dplyr::filter(iati_identifier_ops == thisiati_identifier_ops & + year %in% thisyear & + sector_vocabulary_name == "Reporting Organisation 2") |> + dplyr::left_join(iati::mapping_sector, by= c("sector_desc"))|> + dplyr::left_join(iati::mapping_sdg, by= c("sector_rbm" = "area")) + } else if (!is.null(ctr_name)) { + thisctr_name <- ctr_name + thisyear <- year + df <- df |> + dplyr::mutate(year = factor(year)) |> + dplyr::filter(ctr_name == thisctr_name & + year %in% thisyear & + sector_vocabulary_name == "Reporting Organisation 2") |> + dplyr::left_join(iati::mapping_sector, by= c("sector_desc"))|> + dplyr::left_join(iati::mapping_sdg, by= c("sector_rbm" = "area")) + } + + df <- df |> + dplyr::group_by(sector_desc, sector_rbm,sdg, year) |> + dplyr::summarise(sector_pct = mean( as.numeric(sector_pct)) ) |> + dplyr::group_by( sdg, year) |> + dplyr::summarise(sector_pct = sum(sector_pct, rm.na = TRUE)) |> + # dplyr::summarise(sector_pct = sum(sector_pct, na.rm = TRUE)/sum(df$sector_pct, na.rm = TRUE)*100) |> + # top_n(5, wt = sector_pct) |> + dplyr::mutate(sdg = as.factor(sdg)) + + + ## Now joining budget & Expenditure to make the chart more informative... + df_bud <- iati::dataTransaction |> dplyr::left_join(iati::dataActivity, by= c("iati_identifier")) if (!is.null(programme_lab)) { thisprogramme_lab <- programme_lab thisyear <- year - df <- df |> + df_bud <- df_bud |> # levels(as.factor(df$programmme_lab)) dplyr::filter( programmme_lab == thisprogramme_lab & - year >= thisyear & - transaction_type_name == "Incoming Commitment") + year %in% thisyear & + transaction_type_name == "Expenditure") } else if (!is.null(iati_identifier_ops)) { thisiati_identifier_ops <- iati_identifier_ops thisyear <- year - df <- df |> + df_bud <- df_bud |> dplyr::filter(iati_identifier_ops == thisiati_identifier_ops & - year >= thisyear & - transaction_type_name == "Incoming Commitment") + year %in% thisyear & + transaction_type_name == "Expenditure") } else if (!is.null(ctr_name)) { thisctr_name <- ctr_name thisyear <- year - df <- df |> + df_bud <- df_bud |> dplyr::filter( ctr_name == thisctr_name & - year >= thisyear & - transaction_type_name == "Incoming Commitment") + year %in% thisyear & + transaction_type_name == "Expenditure") } + + df_bud2 <- df_bud |> + dplyr::group_by(iati_identifier, year) |> + dplyr::summarise(transaction_value= sum(transaction_value, na.rm = TRUE)) |> + dplyr::left_join(iati::dataBudget |> + dplyr::mutate(budget_value= as.numeric(budget_value)) |> + dplyr::group_by(iati_identifier) |> + dplyr::summarise(budget_value= sum(budget_value, na.rm = TRUE)) + , by= c("iati_identifier")) |> + dplyr::select(iati_identifier, year,budget_value, transaction_value ) |> + dplyr::mutate( year2 = glue::glue('{year} - Bud:{scales::label_number(accuracy = .2, scale_cut = scales::cut_short_scale())(budget_value)}$/ Exp:{scales::label_number(accuracy = .2, scale_cut = scales::cut_short_scale())(transaction_value)}$ ')) + + df <- df |> + dplyr::left_join(df_bud2, by = c("year")) - df2 <- df |> - dplyr::group_by(year, earmarking_name) |> - dplyr::summarise( transaction_value_USD = sum(transaction_value_USD , na.rm = TRUE)) |> - dplyr::mutate(earmarking_name = as.character(earmarking_name) ) |> - dplyr::mutate(earmarking_name = as.factor(earmarking_name) ) - p <- df2 |> -# dplyr::filter(transaction_value_USD <= 1000000 & transaction_value_USD > 1000) |> - ggplot2::ggplot(ggplot2::aes(y = transaction_value_USD , - x = year, - fill = earmarking_name)) + - ggplot2::geom_bar(alpha = 0.9, stat = "identity") + - ggplot2::scale_fill_viridis_d(option = "inferno", na.value = "grey50") + - ggplot2::scale_y_continuous( - expand = ggplot2::expansion(mult = c(0, .1)), - labels = scales::label_number(scale_cut = scales::cut_short_scale()) ) + -# scale_x_continuous(labels = scales::label_number(scale_cut = cut_short_scale())) + - # ggplot2::facet_wrap(~ trans_year) + - unhcrthemes::theme_unhcr(grid = "Y", axis = "X", axis_title = "X", font_size = 18)+ - ggplot2::labs( - title = paste0("Commitment vs Earmarking (in USD)"), - subtitle = paste0("Recorded in ", programme_lab, ctr_name,iati_identifier_ops, " since ", year,""), - x = "", - y = "", - caption = "Data Source: UNHCR IATI (International Aid Transparency Initiative)" ) - - return(p) + + p <- ggplot2::ggplot(data = df, + ggplot2::aes(x = stats::reorder(sdg, sector_pct), + y = sector_pct + )) + + # unhcrthemes::theme_unhcr(grid = TRUE, axis = "Y", axis_title = "Sector Percentage") + + unhcrthemes::theme_unhcr(grid = "X", axis = "y", axis_title = "X", font_size = 18) + + + ggplot2::geom_bar(stat = "identity", fill = "#0072BC") + + ggplot2::coord_flip()+ + ggplot2::facet_wrap( ggplot2::vars(year2), labeller = labeller(year2 = ggplot2::label_wrap_gen(5))) + + ggplot2::scale_fill_viridis_d(option = "inferno", na.value = "grey50") + + ggplot2::scale_y_continuous(expand = ggplot2::expansion(mult = c(0, .1)), labels = scales::label_number(scale_cut = scales::cut_short_scale())) + + ggplot2::labs(title = "Resource Allocation per SDG (%)", + subtitle = paste0("Recorded in ", programme_lab, ctr_name,iati_identifier_ops, + " "), + x = "Sectors", y = "% of Total Funding", + caption = "Source: Data published by UNHCR as part of the International Aid Transparency Initiative (IATI). UNHCR budget is needs-based. It represents the total amount of money that would be required were UNHCR to meet all of the needs that it is seeking to address.") + + return(p) } ``` -```{r example-show_earmarking, message=FALSE, warning=FALSE, fig.retina = 2, fig.width = 8, fig.asp = 0.618, fig.align = "center", out.width = "90%"} -knitr::kable(iati::dataTransaction |> - dplyr::select(earmarking_name, earmarking_description) |> - dplyr::distinct() |> - dplyr::filter(!(is.na(earmarking_name)))) -show_earmarking(year = 2018, - programme_lab = NULL, - iati_identifier_ops = NULL, +```{r example-show_goal_sdg, message=FALSE, warning=FALSE, fig.retina = 2, fig.width = 8, fig.align = "center", out.width = "90%"} +show_goal_sdg(year = c( 2020, 2021, 2022), ctr_name = "Brazil") ``` -```{r tests-show_earmarking} -test_that("show_earmarking works", { - expect_true(inherits(show_earmarking, "function")) +```{r tests-show_goal_sdg} +test_that("show_goal_sdg works", { + expect_true(inherits(show_goal_sdg, "function")) }) ``` -## show_contributions +## show_outcome_rbm -```{r function-show_contributions} -#' Title +```{r function-show_outcome_rbm} + +#' show_outcome_rbm #' -#' @description What’s the breakdown by contribution Type (Un-earmarked, Tightly earmarked, etc.) from Donor Funds by Year? +#' @description What are the most funded sectors per country based on new RBM framework. +#' The activities that UNHCR plans and undertakes around the world are described +#' under 16 "Outcome Areas". #' -#' @param year A numeric value corresponding to the first year of focus until the most recent year within the dataset. +#' @param year A numeric value or a list of value. #' @param programme_lab A character vector corresponding to the name of the programme. #' @param iati_identifier_ops A character vector corresponding to the name of the operation. -#' @param ctr_name A character vector corresponding to the name of the country. +#' @param ctr_name A character vector corresponding to the name of the country. #' #' @import ggplot2 #' @import dplyr #' @import scales #' @import unhcrthemes +#' @importFrom stats reorder #' #' @export #' @return a graph -show_contributions <- function(year, - programme_lab = NULL, - iati_identifier_ops = NULL, - ctr_name = NULL ) { - - +show_outcome_rbm <- function(year, + programme_lab = NULL, + iati_identifier_ops = NULL, + ctr_name = NULL ){ # Check if only one argument is passed if (!is.null(programme_lab) && !is.null(iati_identifier_ops)) { stop("Please pass only one of the arguments programme_lab or iati_identifier_ops.") @@ -455,80 +1046,128 @@ show_contributions <- function(year, stop("Please pass only one of the arguments iati_identifier_ops or ctr_name.") } - df <- iati::dataTransaction |> + # Join dataActivity and dataSector on iati_identifier + df <- iati::dataSector |> + dplyr::left_join(iati::dataActivity, by = c("iati_identifier")) + + if (!is.null(programme_lab)) { + thisprogramme_lab <- programme_lab + thisyear <- year + df <- df |> + dplyr::mutate(year = factor(year)) |> + dplyr::filter(programmme_lab == thiprogramme_lab & + year %in% thisyear & + sector_vocabulary_name == "Reporting Organisation 2") |> + dplyr::left_join(iati::mapping_sector, by= c("sector_desc")) + } else if (!is.null(iati_identifier_ops)) { + thisiati_identifier_ops <- iati_identifier_ops + thisyear <- year + df <- df |> + dplyr::mutate(year = factor(year)) |> + dplyr::filter(iati_identifier_ops == thisiati_identifier_ops & + year %in% thisyear & + sector_vocabulary_name == "Reporting Organisation 2") |> + dplyr::left_join(iati::mapping_sector, by= c("sector_desc")) + } else if (!is.null(ctr_name)) { + thisctr_name <- ctr_name + thisyear <- year + df <- df |> + dplyr::mutate(year = factor(year)) |> + dplyr::filter(ctr_name == thisctr_name & + year %in% thisyear & + sector_vocabulary_name == "Reporting Organisation 2") |> + dplyr::left_join(iati::mapping_sector, by= c("sector_desc")) + } + + df <- df |> + dplyr::group_by(sector_desc, sector_rbm, year) |> + dplyr::summarise(sector_pct = mean( as.numeric(sector_pct)) ) |> + dplyr::group_by( sector_rbm, year) |> + dplyr::summarise(sector_pct = sum(sector_pct, rm.na = TRUE)) |> + # dplyr::summarise(sector_pct = sum(sector_pct, na.rm = TRUE)/sum(df$sector_pct, na.rm = TRUE)*100) |> + # top_n(5, wt = sector_pct) |> + dplyr::mutate(sector_rbm = as.factor(sector_rbm)) + + + ## Now joining budget & Expenditure to make the chart more informative... + df_bud <- iati::dataTransaction |> dplyr::left_join(iati::dataActivity, by= c("iati_identifier")) if (!is.null(programme_lab)) { thisprogramme_lab <- programme_lab thisyear <- year - df <- df |> + df_bud <- df_bud |> # levels(as.factor(df$programmme_lab)) dplyr::filter( programmme_lab == thisprogramme_lab & - year >= thisyear & - transaction_type_name == "Incoming Commitment") + year %in% thisyear & + transaction_type_name == "Expenditure") } else if (!is.null(iati_identifier_ops)) { thisiati_identifier_ops <- iati_identifier_ops thisyear <- year - df <- df |> + df_bud <- df_bud |> dplyr::filter(iati_identifier_ops == thisiati_identifier_ops & - year >= thisyear & - transaction_type_name == "Incoming Commitment") + year %in% thisyear & + transaction_type_name == "Expenditure") } else if (!is.null(ctr_name)) { thisctr_name <- ctr_name thisyear <- year - df <- df |> + df_bud <- df_bud |> dplyr::filter( ctr_name == thisctr_name & - year >= thisyear & - transaction_type_name == "Incoming Commitment") + year %in% thisyear & + transaction_type_name == "Expenditure") } - - df2 <- df |> - dplyr::group_by(year, aid_type1_name) |> - dplyr::summarise( transaction_value_USD = sum(transaction_value_USD , na.rm = TRUE)) |> - dplyr::mutate(aid_type1_name = as.character(aid_type1_name) ) |> - dplyr::mutate(aid_type1_name = as.factor(aid_type1_name) ) - p <- df2 |> -# dplyr::filter(transaction_value_USD <= 1000000 & transaction_value_USD > 1000) |> - ggplot2::ggplot(ggplot2::aes(y = transaction_value_USD , - x = year, - fill = aid_type1_name)) + - ggplot2::geom_bar(alpha = 0.9, stat = "identity") + - ggplot2::scale_fill_viridis_d(option = "inferno", na.value = "grey50") + - ggplot2::scale_y_continuous( - expand = ggplot2::expansion(mult = c(0, .1)), - labels = scales::label_number(scale_cut = scales::cut_short_scale()) ) + -# scale_x_continuous(labels = scales::label_number(scale_cut = cut_short_scale())) + - # ggplot2::facet_wrap(~ trans_year) + - unhcrthemes::theme_unhcr(grid = "Y", axis = "X", axis_title = "X", font_size = 18)+ - ggplot2::labs( - title = paste0("Commitment vs Contribution type (in USD)"), - subtitle = paste0("Recorded in ", programme_lab, ctr_name,iati_identifier_ops, " since ", year,""), - x = "", - y = "", - caption = "Data Source: UNHCR IATI (International Aid Transparency Initiative)" ) - - return(p) + df_bud2 <- df_bud |> + dplyr::group_by(iati_identifier, year) |> + dplyr::summarise(transaction_value= sum(transaction_value, na.rm = TRUE)) |> + dplyr::left_join(iati::dataBudget |> + dplyr::mutate(budget_value= as.numeric(budget_value)) |> + dplyr::group_by(iati_identifier) |> + dplyr::summarise(budget_value= sum(budget_value, na.rm = TRUE)) + , by= c("iati_identifier")) |> + dplyr::select(iati_identifier, year,budget_value, transaction_value ) |> + dplyr::mutate( year2 = glue::glue('{year} Bud: {scales::label_number(accuracy = .2, scale_cut = scales::cut_short_scale())(budget_value)}$/ Exp: {scales::label_number(accuracy = .2, scale_cut = scales::cut_short_scale())(transaction_value)}$ ')) + + df <- df |> + dplyr::left_join(df_bud2, by = c("year")) + + + + p <- ggplot2::ggplot(data = df, + ggplot2::aes(x = stats::reorder(sector_rbm, sector_pct), + y = sector_pct + )) + + # unhcrthemes::theme_unhcr(grid = TRUE, axis = "Y", axis_title = "Sector Percentage") + + unhcrthemes::theme_unhcr(grid = "X", axis = "y", axis_title = "X", font_size = 18) + + + ggplot2::geom_bar(stat = "identity", fill = "#0072BC") + + ggplot2::coord_flip()+ + ggplot2::facet_wrap( ggplot2::vars(year2), labeller = labeller(year2 = ggplot2::label_wrap_gen(5))) + + ggplot2::scale_fill_viridis_d(option = "inferno", na.value = "grey50") + + ggplot2::scale_y_continuous(expand = ggplot2::expansion(mult = c(0, .1)), labels = scales::label_number(scale_cut = scales::cut_short_scale())) + + ggplot2::labs(title = "Resource Allocation per Outcome (%)", + subtitle = paste0("Recorded in ", programme_lab, ctr_name,iati_identifier_ops, + " based on UNHCR Results Framework "), + x = "Sectors", y = "% of Total Funding", + caption = "Source: Data published by UNHCR as part of the International Aid Transparency Initiative (IATI). UNHCR budget is needs-based. It represents the total amount of money that would be required were UNHCR to meet all of the needs that it is seeking to address.") + + return(p) } ``` -```{r example-show_contributions, message=FALSE, warning=FALSE, fig.retina = 2, fig.width = 8, fig.asp = 0.618, fig.align = "center", out.width = "90%"} -knitr::kable(iati::dataTransaction |> - dplyr::select(aid_type1_name, aid_type1_description) |> - dplyr::distinct() |> - dplyr::filter(!(is.na(aid_type1_name)))) -show_contributions(year = 2018, - ctr_name = "Brazil") -show_contributions(year = 2018, - programme_lab = "The Americas") +```{r example-show_outcome_rbm, message=FALSE, warning=FALSE, fig.retina = 2, fig.width = 8, fig.align = "center", out.width = "90%"} +show_outcome_rbm( year = c( 2020, 2021, 2022), + ctr_name = "Brazil") ``` -```{r tests-show_contributions} -test_that("show_contributions works", { - expect_true(inherits(show_contributions, "function")) +```{r tests-show_outcome_rbm} +test_that("show_outcome_rbm works", { + expect_true(inherits(show_outcome_rbm, "function")) }) ``` - + + + # Using `iati::dataBudget` @@ -674,7 +1313,7 @@ show_expenditure <- function(year, ggplot2::scale_color_manual(name = " ", values = c("Expenditure" = "#F592A0", "Budget" = "#00568D")) + ggplot2::scale_y_continuous( - expand = ggplot2::expansion(mult = c(0, .1)), + # expand = ggplot2::expansion(mult = c(0, .1)), labels = scales::label_number(scale_cut = scales::cut_short_scale()) ) + # scale_x_continuous(labels = scales::label_number(scale_cut = cut_short_scale())) + # ggplot2::facet_wrap(~ trans_year) + @@ -686,7 +1325,7 @@ show_expenditure <- function(year, subtitle = subtitt, x = "", y = "", - caption = "Data Source: UNHCR IATI (International Aid Transparency Initiative). UNHCR budget is needs-based. It represents the total amount of money that would be required were UNHCR to meet all of the needs that it is seeking to address." ) + caption = "Source: Data published by UNHCR as part of the International Aid Transparency Initiative (IATI). UNHCR budget is needs-based. It represents the total amount of money that would be required were UNHCR to meet all of the needs that it is seeking to address." ) return(p) } @@ -863,7 +1502,7 @@ show_budget_gap <- function(year, subtitle = subtitt , x = "", y = "", - caption = "Data Source: UNHCR IATI (International Aid Transparency Initiative). UNHCR budget is needs-based. It represents the total amount of money that would be required were UNHCR to meet all of the needs that it is seeking to address." ) + caption = "Source: Data published by UNHCR as part of the International Aid Transparency Initiative (IATI). UNHCR budget is needs-based. It represents the total amount of money that would be required were UNHCR to meet all of the needs that it is seeking to address." ) return(p) @@ -885,23 +1524,23 @@ test_that("show_budget_gap works", { ``` -# Using `iati::dataParticipating_org` - -## Show partnership +# Using `iati::dataTransaction` +## Show donors - * How __organisations partner together__? - + * Who are the __main donors by country__ in terms of transaction? -```{r function-show_partnership, echo=FALSE, message=FALSE, warning=FALSE} -#' show_partnership -#' -#' @description How organisations partner together? +```{r function-show_donors, echo=FALSE, message=FALSE, warning=FALSE} +#' show_donors #' -#' @param year A numeric value corresponding to the year to be displayed +#' @description Who are the main donors by country in terms of transaction? +#' +#' @param year year to select starting from 2016 - could be one year or a list #' @param programme_lab A character vector corresponding to the name of the programme. #' @param iati_identifier_ops A character vector corresponding to the name of the operation. #' @param ctr_name A character vector corresponding to the name of the country. +#' @param transaction_type_name Transaction type - default is "Incoming Commitment" , +#' can also be "Disbursement", or "Expenditure" #' #' @import ggplot2 #' @import dplyr @@ -909,11 +1548,15 @@ test_that("show_budget_gap works", { #' @import unhcrthemes #' #' @export +#' #' @return a graph -show_partnership <- function( year, +show_donors <- function(year, programme_lab = NULL, iati_identifier_ops = NULL, - ctr_name = NULL ) { + ctr_name = NULL, + transaction_type_name = "Incoming Commitment" ) { + + ## Check year is after or equal 2016 # Check if only one argument is passed @@ -925,269 +1568,138 @@ show_partnership <- function( year, stop("Please pass only one of the arguments iati_identifier_ops or ctr_name.") } - df <- iati::dataParticipating_org |> + df <- iati::dataTransaction |> dplyr::left_join(iati::dataActivity, by= c("iati_identifier")) + ## Filtering if (!is.null(programme_lab)) { thisprogramme_lab <- programme_lab thisyear <- year + thistransaction_type_name <- transaction_type_name df <- df |> # levels(as.factor(df$programmme_lab)) dplyr::filter( programmme_lab == thisprogramme_lab & - year == thisyear ) + year >= thisyear & + transaction_type_name == thistransaction_type_name) } else if (!is.null(iati_identifier_ops)) { thisiati_identifier_ops <- iati_identifier_ops thisyear <- year + thistransaction_type_name <- transaction_type_name df <- df |> dplyr::filter(iati_identifier_ops == thisiati_identifier_ops & - year == thisyear ) + year >= thisyear & + transaction_type_name == thistransaction_type_name) } else if (!is.null(ctr_name)) { thisctr_name <- ctr_name thisyear <- year + thistransaction_type_name <- transaction_type_name df <- df |> dplyr::filter( ctr_name == thisctr_name & - year == thisyear ) + year >= thisyear & + transaction_type_name == thistransaction_type_name) } - - df2 <- df |> - dplyr::select(participating_org_eng, - participating_org_type_name, - participating_org_role_name) |> - tidyr::pivot_wider(names_from = participating_org_role_name, - values_from = participating_org_eng , - values_fn = list) |> - dplyr::select( - Accountable) |> - dplyr::rename(Organisation =participating_org_type_name) - ## replace null values... - df2[df2 == 'NULL'] <- as.list(" ") - - - df3 <- df |> - dplyr::select(participating_org_eng, - participating_org_type_name, - participating_org_role_name) |> - # count(across(everything())) |> - tidyr::pivot_wider(names_from = participating_org_role_name, - values_from = participating_org_eng, - values_fn = function(x) length(!is.na(x)), - values_fill = 0) - - ##df |> dplyr::select(participating_org_type, participating_org_role ) |> dplyr::distinct() - ## Let's build a table with a participating type as row - role as column - - # and in the cell the numeber and list of corresponding org.. participating_org_eng - ## Facet this by year... - - # Dummy data - # participating_org_type_name <- LETTERS[1:8] - # participating_org_type_role <- paste0("var", seq(1,4)) - # df <- expand.grid(participating_org_type_name = participating_org_type_name, - # participating_org_type_role = participating_org_type_role) - # df$count <- runif(32, 0, 5) - - -# p <- df3 |> -# # dplyr::filter(transaction_value_USD <= 1000000 & transaction_value_USD > 1000) |> -# ggplot2::ggplot(ggplot2::aes(x = participating_org_type_name, -# y = participating_org_type_role , -# fill = count, -# label = count)) + -# -# ggplot2::geom_tile(alpha = 0.9) + -# ggplot2::geom_text( size=2.5) + -# #ggplot2::scale_fill_viridis_c(option = "inferno", na.value = "grey50" ) + -# ggplot2::scale_fill_gradient2(low = "white" , -# mid = "#FFFFCC", -# high = "#075AFF") -# unhcrthemes::theme_unhcr(grid = FALSE, axis = FALSE, axis_title = TRUE, legend = FALSE)+ -# ggplot2::labs( -# title = paste0(" Partners"), -# subtitle = paste0("In ", programme_lab, " recorded since ", year,""), -# x = "Organisation Type", -# y = "Organisation Role", -# caption = "Data Source: UNHCR IATI (International Aid Transparency Initiative)" ) - - p <- knitr::kable( df2 ) - - return(p) -} -``` -```{r examples-show_partnership, message=FALSE, warning=FALSE, fig.retina = 2, fig.width = 8, fig.asp = 0.618, fig.align = "center", out.width = "90%"} -show_partnership(year = 2022, - ctr_name = "Brazil" ) -``` - -```{r tests-show_partnership} -test_that("show_partnership works", { - expect_true(inherits(show_partnership, "function")) -}) -``` - - -# Using `iati::dataSector` - -## show_sectors - - * What are the __most funded sectors__ per country (Expenditure evolution per impact /outcome area)? - -```{r function-show_sectors} -#' show_sectors -#' -#' @description What are the most funded sectors per country (Expenditure evolution per impact /outcome area)? -#' -#' @param year A numeric value or a list of value. -#' @param programme_lab A character vector corresponding to the name of the programme. -#' @param iati_identifier_ops A character vector corresponding to the name of the operation. -#' @param ctr_name A character vector corresponding to the name of the country. -#' @param sector_vocabulary_name sector_vocabulary -#' -#' @import ggplot2 -#' @import dplyr -#' @import scales -#' @import unhcrthemes -#' @importFrom stats reorder -#' -#' @export -#' @return a graph -show_sectors <- function(year, - programme_lab = NULL, - iati_identifier_ops = NULL, - ctr_name = NULL, - sector_vocabulary_name = "Reporting Organisation 2"){ - # Check if only one argument is passed - if (!is.null(programme_lab) && !is.null(iati_identifier_ops)) { - stop("Please pass only one of the arguments programme_lab or iati_identifier_ops.") - } else if (!is.null(programme_lab) && !is.null(ctr_name)) { - stop("Please pass only one of the arguments programme_lab or ctr_name.") - } else if (!is.null(iati_identifier_ops) && !is.null(ctr_name)) { - stop("Please pass only one of the arguments iati_identifier_ops or ctr_name.") - } - - # Join dataActivity and dataSector on iati_identifier - df <- iati::dataSector |> - dplyr::left_join(iati::dataActivity, by = c("iati_identifier")) - - if (!is.null(programme_lab)) { - thisprogramme_lab <- programme_lab - thisyear <- year - thissector_vocabulary <- sector_vocabulary - df <- df |> - dplyr::mutate(year = factor(year)) |> - dplyr::filter(programmme_lab == thiprogramme_lab & - year %in% thisyear & - sector_vocabulary_name == thissector_vocabulary_name) - } else if (!is.null(iati_identifier_ops)) { - thisiati_identifier_ops <- iati_identifier_ops - thisyear <- year - thissector_vocabulary_name <- sector_vocabulary_name - df <- df |> - dplyr::mutate(year = factor(year)) |> - dplyr::filter(iati_identifier_ops == thisiati_identifier_ops & - year %in% thisyear & - sector_vocabulary_name == thissector_vocabulary_name) - } else if (!is.null(ctr_name)) { - thisctr_name <- ctr_name - thisyear <- year - thissector_vocabulary_name <- sector_vocabulary_name - df <- df |> - dplyr::mutate(year = factor(year)) |> - dplyr::filter(ctr_name == thisctr_name & - year %in% thisyear & - sector_vocabulary_name == thissector_vocabulary_name) - } - - df <- df |> - dplyr::group_by(sector_desc, year) |> - dplyr::summarise(sector_pct = mean( as.numeric(sector_pct)) ) |> - # dplyr::summarise(sector_pct = sum(sector_pct, na.rm = TRUE)/sum(df$sector_pct, na.rm = TRUE)*100) |> - # top_n(5, wt = sector_pct) |> - dplyr::mutate(sector_desc = as.factor(sector_desc)) - - p <- ggplot2::ggplot(data = df, - ggplot2::aes(x = stats::reorder(sector_desc, sector_pct), - y = sector_pct - )) + - # unhcrthemes::theme_unhcr(grid = TRUE, axis = "Y", axis_title = "Sector Percentage") + - unhcrthemes::theme_unhcr(grid = "X", axis = "y", axis_title = "X", font_size = 18) + - - ggplot2::geom_bar(stat = "identity", fill = "#0072BC") + - ggplot2::coord_flip()+ - ggplot2::facet_wrap( ggplot2::vars(year)) + - ggplot2::scale_fill_viridis_d(option = "inferno", na.value = "grey50") + - ggplot2::scale_y_continuous(expand = ggplot2::expansion(mult = c(0, .1)), labels = scales::label_number(scale_cut = scales::cut_short_scale())) + - ggplot2::labs(title = "Share of Budget per Sectors (%)", - subtitle = paste0("Recorded in ", programme_lab, ctr_name,iati_identifier_ops, - " based on vocabulary: ", sector_vocabulary_name), - x = "Sectors", y = "% of Total Funding", - caption = "Data Source: UNHCR IATI (International Aid Transparency Initiative)") - - + df1 <- df |> + dplyr::group_by(year, provider_org_type_name) |> + dplyr::summarise( transaction_value_USD = sum(transaction_value_USD , na.rm = TRUE)) |> + dplyr::mutate(provider_org_type_name = as.character(provider_org_type_name) ) |> + dplyr::mutate(provider_org_type_name = as.factor(provider_org_type_name) ) + + + ## case there's no data at all + if( nrow(df1) == 0) { + info <- paste0("No ", transaction_type_name, "\n recorded in ", + programme_lab, ctr_name,iati_identifier_ops, " for year: ", year) + p <- ggplot2::ggplot() + + ggplot2::annotate("text", x = 1, y = 1, size = 12, + label = info ) + + ggplot2::theme_void() + + } else if(nrow(df1)> 0) { + + + p <- df1 |> + # dplyr::filter(transaction_value_USD <= 1000000 & transaction_value_USD > 1000) |> + ggplot2::ggplot(ggplot2::aes(y = transaction_value_USD , + x = year, + fill = provider_org_type_name)) + + ggplot2::geom_bar(alpha = 0.9, stat = "identity") + + ggplot2::scale_fill_viridis_d(option = "inferno", na.value = "grey50") + + ggplot2::scale_y_continuous( + expand = ggplot2::expansion(mult = c(0, .1)), + labels = scales::label_number(scale_cut = scales::cut_short_scale()) ) + + # scale_x_continuous(labels = scales::label_number(scale_cut = cut_short_scale())) + + # ggplot2::facet_wrap(~ trans_year) + + unhcrthemes::theme_unhcr(grid = "Y", axis = "X", axis_title = "X", font_size = 18)+ + ggplot2::labs( + title = paste0(transaction_type_name," (in USD)"), + subtitle = paste0("Recorded in ", programme_lab, ctr_name,iati_identifier_ops, " since ", year,""), + x = "", + y = "", + caption = "Source: Data published by UNHCR as part of the International Aid Transparency Initiative (IATI)" ) + } return(p) } ``` - -```{r example-show_sectors, message=FALSE, warning=FALSE, fig.retina = 2, fig.width = 8, fig.asp = 0.618, fig.align = "center", out.width = "90%"} -knitr::kable( iati::dataSector |> - dplyr::select( sector_vocabulary_name, sector_vocabulary_description) |> - dplyr::distinct() |> - dplyr::filter(!(is.na(sector_vocabulary_name)))) -show_sectors( - year = c(2020, 2021, 2022), - ctr_name = "Brazil", - sector_vocabulary_name = "Reporting Organisation") -show_sectors( - year = 2022, - ctr_name = "Brazil", - sector_vocabulary_name = "Reporting Organisation 2") -show_sectors( - year = c(2020, 2021, 2022), - ctr_name = "Brazil", - sector_vocabulary_name = "Reporting Organisation 2") -show_sectors( - year = c(2017,2018,2019,2020,2021, 2022), - ctr_name = "Brazil", - sector_vocabulary_name = "Humanitarian Global Clusters (Inter-Agency Standing Committee)") -show_sectors( - year = c(2017,2018,2019,2020,2021, 2022), - ctr_name = "Brazil", - sector_vocabulary_name = "OECD DAC CRS Purpose Codes (5 digit)") + + +```{r examples-show_donors, message=FALSE, warning=FALSE, fig.retina = 2, fig.width = 8, fig.asp = 0.618, fig.align = "center", out.width = "90%"} +knitr::kable(iati::dataTransaction |> + dplyr::select( transaction_type_name, transaction_type_description) |> + dplyr::distinct() ) +show_donors(year = 2022, + programme_lab = "The Americas", + transaction_type_name = "Incoming Commitment" ) +show_donors(year = 2018, + ctr_name = "Brazil", + transaction_type_name = "Incoming Commitment" ) +show_donors(year = 2018, + programme_lab = "Brazil", + transaction_type_name = "Disbursement" ) +show_donors(year = 2018, + programme_lab = "Brazil", + transaction_type_name = "Expenditure" ) ``` - -```{r tests-show_sectors} -test_that("show_sectors works", { - expect_true(inherits(show_sectors, "function")) + +```{r tests-show_donors} +test_that("show_donors works", { + expect_true(inherits(show_donors, "function")) }) ``` - -## show_sectors_rbm +## show_top_donors -```{r function-show_sectors_rbm} - -#' show_sectors_rbm -#' -#' @description What are the most funded sectors per country based on new RBM framework +```{r function-show_top_donors} +#' show_top_donors +#' +#' @description Who are the main donors by country in terms of transaction? #' -#' @param year A numeric value or a list of value. +#' @param year year to select starting from 2016 - could be one year or a list #' @param programme_lab A character vector corresponding to the name of the programme. #' @param iati_identifier_ops A character vector corresponding to the name of the operation. #' @param ctr_name A character vector corresponding to the name of the country. +#' @param top_n top n donors to show - the rest being lumped together #' #' @import ggplot2 #' @import dplyr #' @import scales #' @import unhcrthemes -#' @importFrom stats reorder #' #' @export +#' #' @return a graph -show_sectors_rbm <- function(year, - programme_lab = NULL, - iati_identifier_ops = NULL, - ctr_name = NULL ){ +show_top_donors <- function(year, + programme_lab = NULL, + iati_identifier_ops = NULL, + ctr_name = NULL, + top_n = 5) { + + ## Check year is after or equal 2016 + + # Check if only one argument is passed if (!is.null(programme_lab) && !is.null(iati_identifier_ops)) { stop("Please pass only one of the arguments programme_lab or iati_identifier_ops.") @@ -1197,161 +1709,134 @@ show_sectors_rbm <- function(year, stop("Please pass only one of the arguments iati_identifier_ops or ctr_name.") } - # Join dataActivity and dataSector on iati_identifier - df <- iati::dataSector |> - dplyr::left_join(iati::dataActivity, by = c("iati_identifier")) - - if (!is.null(programme_lab)) { - thisprogramme_lab <- programme_lab - thisyear <- year - df <- df |> - dplyr::mutate(year = factor(year)) |> - dplyr::filter(programmme_lab == thiprogramme_lab & - year %in% thisyear & - sector_vocabulary_name == "Reporting Organisation 2") |> - dplyr::left_join(iati::mapping_sector, by= c("sector_desc")) - } else if (!is.null(iati_identifier_ops)) { - thisiati_identifier_ops <- iati_identifier_ops - thisyear <- year - df <- df |> - dplyr::mutate(year = factor(year)) |> - dplyr::filter(iati_identifier_ops == thisiati_identifier_ops & - year %in% thisyear & - sector_vocabulary_name == "Reporting Organisation 2") |> - dplyr::left_join(iati::mapping_sector, by= c("sector_desc")) - } else if (!is.null(ctr_name)) { - thisctr_name <- ctr_name - thisyear <- year - df <- df |> - dplyr::mutate(year = factor(year)) |> - dplyr::filter(ctr_name == thisctr_name & - year %in% thisyear & - sector_vocabulary_name == "Reporting Organisation 2") |> - dplyr::left_join(iati::mapping_sector, by= c("sector_desc")) - } - - df <- df |> - dplyr::group_by(sector_desc, sector_rbm, year) |> - dplyr::summarise(sector_pct = mean( as.numeric(sector_pct)) ) |> - dplyr::group_by( sector_rbm, year) |> - dplyr::summarise(sector_pct = sum(sector_pct, rm.na = TRUE)) |> - # dplyr::summarise(sector_pct = sum(sector_pct, na.rm = TRUE)/sum(df$sector_pct, na.rm = TRUE)*100) |> - # top_n(5, wt = sector_pct) |> - dplyr::mutate(sector_rbm = as.factor(sector_rbm)) - - - ## Now joining budget & Expenditure to make the chart more informative... - df_bud <- iati::dataTransaction |> + df <- iati::dataTransaction |> dplyr::left_join(iati::dataActivity, by= c("iati_identifier")) + ## Filtering if (!is.null(programme_lab)) { thisprogramme_lab <- programme_lab thisyear <- year - df_bud <- df_bud |> + df <- df |> # levels(as.factor(df$programmme_lab)) dplyr::filter( programmme_lab == thisprogramme_lab & - year %in% thisyear & - transaction_type_name == "Expenditure") + year == thisyear & + transaction_type_name == "Incoming Commitment") } else if (!is.null(iati_identifier_ops)) { thisiati_identifier_ops <- iati_identifier_ops thisyear <- year - df_bud <- df_bud |> + df <- df |> dplyr::filter(iati_identifier_ops == thisiati_identifier_ops & - year %in% thisyear & - transaction_type_name == "Expenditure") + year == thisyear & + transaction_type_name == "Incoming Commitment") } else if (!is.null(ctr_name)) { thisctr_name <- ctr_name thisyear <- year - df_bud <- df_bud |> + df <- df |> dplyr::filter( ctr_name == thisctr_name & - year %in% thisyear & - transaction_type_name == "Expenditure") + year == thisyear & + transaction_type_name == "Incoming Commitment") } - - df_bud2 <- df_bud |> - dplyr::group_by(iati_identifier, year) |> - dplyr::summarise(transaction_value= sum(transaction_value, na.rm = TRUE)) |> - dplyr::left_join(iati::dataBudget |> - dplyr::mutate(budget_value= as.numeric(budget_value)) |> - dplyr::group_by(iati_identifier) |> - dplyr::summarise(budget_value= sum(budget_value, na.rm = TRUE)) - , by= c("iati_identifier")) |> - dplyr::select(iati_identifier, year,budget_value, transaction_value ) |> - dplyr::mutate( year2 = glue::glue('{year} - Bud:{scales::label_number(accuracy = .2, scale_cut = scales::cut_short_scale())(budget_value)}$/ Exp:{scales::label_number(accuracy = .2, scale_cut = scales::cut_short_scale())(transaction_value)}$ ')) - df <- df |> - dplyr::left_join(df_bud2, by = c("year")) + df2 <- df |> + dplyr::group_by(year, transaction_provider_org) |> + dplyr::summarise( transaction_value_USD = sum(transaction_value_USD , na.rm = TRUE)) |> + dplyr::mutate( transaction_provider_org = as.character(transaction_provider_org) ) |> + dplyr::mutate( transaction_provider_org = as.factor(transaction_provider_org) ) |> + dplyr::mutate( transaction_provider_org = forcats::fct_lump_n( + f = transaction_provider_org, + n = top_n, #### Parameter + w = transaction_value_USD, + other_level = 'Other Partners', + ties.method = "last") ) |> + dplyr::group_by(year, transaction_provider_org) |> + dplyr::summarise( transaction_value_USD = sum(transaction_value_USD , na.rm = TRUE)) |> + dplyr::mutate(transaction_provider_org = as.character(transaction_provider_org) ) |> + dplyr::mutate(transaction_provider_org = as.factor(transaction_provider_org) ) + #levels(as.factor(df2$transaction_provider_org)) - p <- ggplot2::ggplot(data = df, - ggplot2::aes(x = stats::reorder(sector_rbm, sector_pct), - y = sector_pct - )) + - # unhcrthemes::theme_unhcr(grid = TRUE, axis = "Y", axis_title = "Sector Percentage") + - unhcrthemes::theme_unhcr(grid = "X", axis = "y", axis_title = "X", font_size = 18) + - - ggplot2::geom_bar(stat = "identity", fill = "#0072BC") + - ggplot2::coord_flip()+ - ggplot2::facet_wrap( ggplot2::vars(year2), labeller = labeller(year2 = ggplot2::label_wrap_gen(5))) + - ggplot2::scale_fill_viridis_d(option = "inferno", na.value = "grey50") + - ggplot2::scale_y_continuous(expand = ggplot2::expansion(mult = c(0, .1)), labels = scales::label_number(scale_cut = scales::cut_short_scale())) + - ggplot2::labs(title = "Share of Budget per Sectors (%)", - subtitle = paste0("Recorded in ", programme_lab, ctr_name,iati_identifier_ops, - " based on UNHCR Results Framework "), - x = "Sectors", y = "% of Total Funding", - caption = "Data Source: UNHCR IATI (International Aid Transparency Initiative). UNHCR budget is needs-based. It represents the total amount of money that would be required were UNHCR to meet all of the needs that it is seeking to address.") - + + p <- df2 |> +# dplyr::filter(transaction_value_USD <= 1000000 & transaction_value_USD > 1000) |> + ggplot2::ggplot(ggplot2::aes(y = transaction_value_USD , + x = stats::reorder( transaction_provider_org, transaction_value_USD) )) + + ggplot2::geom_bar(alpha = 0.9, stat = "identity", fill = "#0072BC") + + ggplot2::coord_flip() + + ggplot2::scale_y_continuous( + expand = ggplot2::expansion(mult = c(0, .1)), + labels = scales::label_number(scale_cut = scales::cut_short_scale()) ) + +# scale_x_continuous(labels = scales::label_number(scale_cut = cut_short_scale())) + + # ggplot2::facet_wrap(~ trans_year) + + unhcrthemes::theme_unhcr(grid = "X", axis = "X", axis_title = "X", font_size = 18)+ + ggplot2::labs( + title = paste0("Top ",top_n ," donors (in USD)"), + subtitle = paste0("Incoming Commitment Recorded in ", programme_lab, ctr_name,iati_identifier_ops, " | ", year,""), + x = "", + y = "", + caption = "Source: Data published by UNHCR as part of the International Aid Transparency Initiative (IATI)" ) + return(p) } ``` -```{r example-show_sectors_rbm} -show_sectors_rbm( year = c(2017, 2018, 2019, 2020, 2021, 2022), - ctr_name = "Brazil") +```{r example-show_top_donors, message=FALSE, warning=FALSE, fig.retina = 2, fig.width = 8, fig.asp = 0.618, fig.align = "center", out.width = "90%"} +show_top_donors(year = 2022, + ctr_name = "Brazil", + top_n = 5) +show_top_donors(year = 2020, + ctr_name = "Brazil", + top_n = 10) ``` -```{r tests-show_sectors_rbm} -test_that("show_sectors_rbm works", { - expect_true(inherits(show_sectors_rbm, "function")) +```{r tests-show_top_donors} +test_that("show_top_donors works", { + expect_true(inherits(show_top_donors, "function")) }) ``` - - -# Using `iati::dataResult` + -## show_indicators - - * How much __indicators__ relate to target or baseline? + + +## show_earmarking + + * What’s the breakdown of __Earmarking Type__ (Un-earmarked, Tightly earmarked, etc.) from Donor Funds by Year? -```{r function-show_indicators} -#' show_indicators + +```{r function-show_earmarking} +#' Title #' -#' How much indicators evolve over time against thresholds? +#' @description What’s the breakdown of Earmarking Type (Un-earmarked, Tightly earmarked, etc.) \ +#' from Donor Funds by Year? +#' Where possible, UNHCR prefers to receive unearmarked funds, as this allows the agency +#' greater flexibility in allocating its resources as new needs emerge during the course of the year. +#' Should that not be possible, funds can also be softly earmarked. This could mean funds that +#' can be spent anywhere within a region or for a particular situation (for example, funds that have +#' to be spent to assist refugees from Syria, but which can be spent in any country hosting such +#' refugees). Earmarked funds would be a contribution that corresponds to a specific country but +#' can be spent on anything within that operation’s programme. Finally, tightly earmarked funds +#' are those that specify an activity or a population within a country’s programme. +#' +#' UNHCR charges an ISC - Indirect Support Costs - rate of 6.5% on all of its earmarked contributions. +#' This covers management and administration costs at HQ and programme support costs +#' incurred at HQ and Regional Bureaux. #' #' @param year A numeric value corresponding to the first year of focus until the most recent year within the dataset. #' @param programme_lab A character vector corresponding to the name of the programme. #' @param iati_identifier_ops A character vector corresponding to the name of the operation. #' @param ctr_name A character vector corresponding to the name of the country. -#' @param result_type_name either "Impact" "Outcome" "Output" - default is "Outcome" -#' @param type "deviation" showing difference between target and actual - or -#' "progress" showing difference between baseline and actual #' #' @import ggplot2 #' @import dplyr #' @import scales #' @import unhcrthemes -#' @importFrom stats reorder #' #' @export -#' #' @return a graph -show_indicators <- function(year, +show_earmarking <- function(year, programme_lab = NULL, iati_identifier_ops = NULL, - ctr_name = NULL , - result_type_name = "Outcome", - type = "deviation") { + ctr_name = NULL ) { # Check if only one argument is passed @@ -1363,311 +1848,113 @@ show_indicators <- function(year, stop("Please pass only one of the arguments iati_identifier_ops or ctr_name.") } - df <- iati::dataResult |> - dplyr::left_join(iati::dataActivity, by= c("iati_identifier")) + df <- iati::dataTransaction |> + dplyr::left_join(iati::dataActivity, by= c("iati_identifier")) if (!is.null(programme_lab)) { thisprogramme_lab <- programme_lab thisyear <- year - thisresult_type_name <- result_type_name df <- df |> - # levels(as.factor(df$result_type_name )) + # levels(as.factor(df$programmme_lab)) dplyr::filter( programmme_lab == thisprogramme_lab & - year == thisyear & - result_type_name == thisresult_type_name) + year >= thisyear & + transaction_type_name == "Incoming Commitment") } else if (!is.null(iati_identifier_ops)) { thisiati_identifier_ops <- iati_identifier_ops thisyear <- year - thisresult_type_name <- result_type_name df <- df |> dplyr::filter(iati_identifier_ops == thisiati_identifier_ops & - year == thisyear & - result_type_name == thisresult_type_name) + year >= thisyear & + transaction_type_name == "Incoming Commitment") } else if (!is.null(ctr_name)) { thisctr_name <- ctr_name thisyear <- year - thisresult_type_name <- result_type_name df <- df |> dplyr::filter( ctr_name == thisctr_name & - year == thisyear & - result_type_name == thisresult_type_name) + year >= thisyear & + transaction_type_name == "Incoming Commitment") } - - ## in order to compare indictors alltogether in the same country, we need to normalise them - ## one way is to compute the distance to the target... - ## names(df) - - #table(df$result_indicator_ascending, useNA = "ifany") - df1 <- df |> - dplyr::select(result_type_name , result_title, - indicator_measure_name, result_indicator_title, - - result_indicator_baseline_value, - result_indicator_actual_value, - result_indicator_target_value, - result_indicator_target_value_1, - - result_indicator_baseline_location_ref, - result_indicator_baseline_dimension_1, - result_indicator_baseline_dimension_value_1, - result_indicator_baseline_dimension_2, - result_indicator_baseline_dimension_value_2, - result_indicator_ascending) |> - - - - dplyr::mutate( actual = as.numeric(result_indicator_actual_value), - baseline = as.numeric(result_indicator_baseline_value), - target = as.numeric(result_indicator_target_value), - ## Reshape the indicator label... - operation = as.character(glue::glue("{result_indicator_title} / {result_indicator_target_value_1}") ), - # operation = as.character(glue::glue("{result_indicator_title} / {result_title} - - # {result_indicator_target_value_1}") ), - - ## Calculating deviation to target - deviation_actual_target = round( ( actual - target ) / - dplyr::if_else(target == 0, 1, target) * - dplyr::if_else(target == 0, 1, 100) ,2 ), - - ## Account for indicator direction - deviation_actual_target = dplyr::if_else(result_indicator_ascending == 0, - deviation_actual_target * -1, - deviation_actual_target), - - deviation_color = dplyr::case_when( - deviation_actual_target >= -1 ~ "green", - deviation_actual_target < -1 & deviation_actual_target >= -15 ~ "orange", - deviation_actual_target < -15 ~ "red", - TRUE ~ ""), - ## Calculating progress to baseline.. - progress_baseline = round( ( actual - baseline) / - dplyr::if_else(baseline == 0, 1, baseline) * - dplyr::if_else(baseline == 0, 1, 100) ,2 ), - ## Account for indicator direction - progress_baseline = dplyr::if_else(result_indicator_ascending == 0, - progress_baseline * -1, - progress_baseline), - progress_color = dplyr::case_when( - progress_baseline >= -1 ~ "green", - progress_baseline < -1 & progress_baseline >= -15 ~ "orange", - progress_baseline < -15 ~ "red", - TRUE ~ "") - - ) + # levels(as.factor(df$earmarking_name)) - ### Type of chart to build... - if(type == "deviation") { - - df1 <- df1 |> - ## Filter out - when no data... - dplyr::filter (! (is.na(actual))) |> - dplyr::filter (! (is.na(target))) |> - dplyr::filter (! (is.nan(deviation_actual_target))) |> - #dplyr::arrange(desc(actual)) - dplyr::group_by( result_indicator_title) |> - dplyr::arrange(desc( actual), .by_group=TRUE ) |> - dplyr::ungroup(result_indicator_title) - - ## case there's no data at all - if( nrow(df1) == 0) { - info <- paste0("No deviation - actual to target - \n comparative analysis \n could be produced for \n", - result_type_name, " indicator values \n in ", - programme_lab, ctr_name,iati_identifier_ops, " for year: ", year) - p <- ggplot2::ggplot() + - ggplot2::annotate("text", x = 1, y = 1, size = 12, - label = info ) + - ggplot2::theme_void() - - } else if(nrow(df1)> 0) { - ## and now the plot - p <- ggplot2::ggplot( data = df1) + - ggplot2::coord_flip() + - ggplot2::geom_col( - ggplot2::aes(x = stats::reorder(operation, - deviation_actual_target), - y = deviation_actual_target, - fill = deviation_color ), - width = 0.7, - color = NA ) - - p <- p + - ggplot2::scale_fill_manual(values = c( "red" = "#D3212C", - "orange" = "#FF980E", - "green" = "#069C56")) + - ggplot2::geom_text( - ggplot2::aes(x = stats::reorder(operation, - deviation_actual_target), - y = deviation_actual_target, - label = paste(round(deviation_actual_target, 1), " %") ), - #hjust = 1.5, - size = 2.5, - color = "black") + - # scale_y_continuous( label = scales::label_percent(accuracy = 0, - # suffix = "%") ) + - ggplot2::scale_y_continuous( label = scales::label_number(accuracy = 1, - scale_cut = scales::cut_short_scale(), - suffix = "%") )+ - ggplot2::scale_x_discrete(labels = function(x) stringr::str_wrap(x, width = 120)) + - unhcrthemes::theme_unhcr(font_size = 18, - axis_text_size = 9, - grid = "X", - axis = "y") + - ggplot2::theme( #axis.text.y = ggtext::element_markdown(), - legend.position = "none")+ - ggplot2::labs( x = "", y = "" , - title = stringr::str_wrap( - paste0( result_type_name, " Indicators | ", thisyear, " ", - programme_lab, ctr_name,iati_identifier_ops ) , - 100), - subtitle = stringr::str_wrap( paste0( - "Deviation between reported \"Actual\" value and programmatic \"Target\" (in %)" ) , - 110), - caption = stringr::str_wrap( - "Data Source: UNHCR IATI (International Aid Transparency Initiative)" , - 110) ) - } - } else if( type == "progress") { - - df1 <- df1 |> - ## Filter out - when no data... - dplyr::filter (! (is.na(actual))) |> - dplyr::filter (! (is.na(baseline))) |> - dplyr::filter (! (is.nan(progress_baseline))) |> - #dplyr::arrange(desc(actual)) - dplyr::group_by( result_indicator_title) |> - dplyr::arrange(desc( actual), .by_group=TRUE ) |> - dplyr::ungroup(result_indicator_title) - - ## case there's no data at all - if( nrow(df1) == 0) { - info <- paste0("No progress - actual to baseline - \n comparative analysis \n could be produced for \n", - result_type_name, " indicator values \n in ", - programme_lab, ctr_name,iati_identifier_ops, " for year: ", year) - p <- ggplot2::ggplot() + - ggplot2::annotate("text", x = 1, y = 1, size = 12, - label = info ) + - ggplot2::theme_void() - - } else if(nrow(df1)> 0) { - ## and now the plot - p <- ggplot2::ggplot( data = df1) + - ggplot2::coord_flip() + - ggplot2::geom_col( - ggplot2::aes(x = stats::reorder(operation, - progress_baseline), - y = progress_baseline, - fill = deviation_color ), - width = 0.7, - color = NA ) - - p <- p + - ggplot2::scale_fill_manual(values = c( "red" = "#D3212C", - "orange" = "#FF980E", - "green" = "#069C56")) + - ggplot2::geom_text( - ggplot2::aes(x = stats::reorder(operation, - progress_baseline), - y = progress_baseline, - label = paste(round(progress_baseline, 1), " %") ), - #hjust = 1.5, - size = 2.5, - color = "black") + - # scale_y_continuous( label = scales::label_percent(accuracy = 0, - # suffix = "%") ) + - ggplot2::scale_y_continuous( label = scales::label_number(accuracy = 1, - scale_cut = scales::cut_short_scale(), - suffix = "%") )+ - ggplot2::scale_x_discrete(labels = function(x) stringr::str_wrap(x, width = 120)) + - unhcrthemes::theme_unhcr(font_size = 18, - axis_text_size = 9, - grid = "X", - axis = "y") + - ggplot2::theme( #axis.text.y = ggtext::element_markdown(), - legend.position = "none")+ - ggplot2::labs( x = "", y = "" , - title = stringr::str_wrap( - paste0( result_type_name, " Indicators | ", thisyear, " ", - programme_lab, ctr_name,iati_identifier_ops ) , - 100), - subtitle = stringr::str_wrap( paste0( - "Progress comparison between \"Actual\" reported value and their \"baseline\" (in %)" ) , - 110), - caption = stringr::str_wrap( - "Data Source: UNHCR IATI (International Aid Transparency Initiative)" , - 110) ) - } - } - return(p) - + df2 <- df |> + dplyr::group_by(year, earmarking_name) |> + dplyr::summarise( transaction_value_USD = sum(transaction_value_USD , na.rm = TRUE)) |> + dplyr::mutate(earmarking_name = as.character(earmarking_name) ) |> + dplyr::mutate(earmarking_name = as.factor(earmarking_name) ) + + + cols_earmarking_name <- c("Earmarked" = "#e1cc0d", + "Softly Earmarked" = "#0072bc", + "Tightly Earmarked" = "#ef4a60", + "Unearmarked" = "#00b398" ) + + p <- df2 |> +# dplyr::filter(transaction_value_USD <= 1000000 & transaction_value_USD > 1000) |> + ggplot2::ggplot(ggplot2::aes(y = transaction_value_USD , + x = year, + fill = earmarking_name)) + + ggplot2::geom_bar(alpha = 0.9, stat = "identity") + + #ggplot2::scale_fill_viridis_d(option = "inferno", na.value = "grey50") + + ggplot2::scale_fill_manual(values = cols_earmarking_name, + drop = TRUE, + limits = force, + na.value = "grey50") + + ggplot2::scale_y_continuous( + expand = ggplot2::expansion(mult = c(0, .1)), + labels = scales::label_number(scale_cut = scales::cut_short_scale()) ) + +# scale_x_continuous(labels = scales::label_number(scale_cut = cut_short_scale())) + + # ggplot2::facet_wrap(~ trans_year) + + unhcrthemes::theme_unhcr(grid = "Y", axis = "X", axis_title = "X", font_size = 18)+ + ggplot2::labs( + title = paste0("Commitment vs Earmarking (in USD)"), + subtitle = paste0("Recorded in ", programme_lab, ctr_name,iati_identifier_ops, " since ", year,""), + x = "", + y = "", + caption = "Source: Data published by UNHCR as part of the International Aid Transparency Initiative (IATI)" ) + + return(p) } ``` -```{r example-show_indicators, message=FALSE, warning=FALSE, fig.retina = 2, fig.width = 8, fig.align = "center", out.width = "90%"} -show_indicators(year = 2022, - ctr_name = "Brazil", - result_type_name = "Outcome", - type = "deviation" - ) -show_indicators(year = 2022, - ctr_name = "Brazil", - result_type_name = "Impact", - type = "deviation" - ) -show_indicators(year = 2019, - ctr_name = "Brazil", - result_type_name = "Output", - type = "deviation" - ) -show_indicators(year = 2022, - ctr_name = "Brazil", - result_type_name = "Outcome", - type = "progress" - ) -show_indicators(year = 2022, - ctr_name = "Brazil", - result_type_name = "Impact", - type = "progress" - ) -show_indicators(year = 2019, - ctr_name = "Brazil", - result_type_name = "Output", - type = "progress" - ) +```{r example-show_earmarking, message=FALSE, warning=FALSE, fig.retina = 2, fig.width = 8, fig.asp = 0.618, fig.align = "center", out.width = "90%"} +knitr::kable(iati::dataTransaction |> + dplyr::select(earmarking_name, earmarking_description) |> + dplyr::distinct() |> + dplyr::filter(!(is.na(earmarking_name)))) +show_earmarking(year = 2018, + ctr_name = "Brazil") ``` -```{r tests-show_indicators} -test_that("show_indicators works", { - expect_true(inherits(show_indicators, "function")) +```{r tests-show_earmarking} +test_that("show_earmarking works", { + expect_true(inherits(show_earmarking, "function")) }) ``` + -## show_indicators_time - - -```{r function-show_indicators_time} -#' show_indicators_time +## show_contributions + +```{r function-show_contributions} +#' Title #' -#' How much indicators evolve over time against thresholds? +#' @description What’s the breakdown by contribution Type (Un-earmarked, Tightly earmarked, etc.) from Donor Funds by Year? #' #' @param year A numeric value corresponding to the first year of focus until the most recent year within the dataset. -#' @param ctr_name A character vector corresponding to the name of the country. #' @param programme_lab A character vector corresponding to the name of the programme. #' @param iati_identifier_ops A character vector corresponding to the name of the operation. -#' @param result_type_name either "Impact" "Outcome" "Output" - default is "Outcome" -#' @param type "deviation" showing difference between target and actual - or -#' "progress" showing difference between baseline and actual +#' @param ctr_name A character vector corresponding to the name of the country. #' #' @import ggplot2 #' @import dplyr #' @import scales #' @import unhcrthemes -#' @importFrom stats reorder #' #' @export -#' #' @return a graph -show_indicators_time <- function(year, +show_contributions <- function(year, programme_lab = NULL, iati_identifier_ops = NULL, - ctr_name = NULL , - result_type_name = "Outcome", - type = "deviation") { + ctr_name = NULL ) { # Check if only one argument is passed @@ -1679,280 +1966,221 @@ show_indicators_time <- function(year, stop("Please pass only one of the arguments iati_identifier_ops or ctr_name.") } - df <- iati::dataResult |> - dplyr::left_join(iati::dataActivity, by= c("iati_identifier")) + df <- iati::dataTransaction |> + dplyr::left_join(iati::dataActivity, by= c("iati_identifier")) if (!is.null(programme_lab)) { thisprogramme_lab <- programme_lab thisyear <- year - thisresult_type_name <- result_type_name df <- df |> - # levels(as.factor(df$result_type_name )) + # levels(as.factor(df$programmme_lab)) dplyr::filter( programmme_lab == thisprogramme_lab & year >= thisyear & - result_type_name == thisresult_type_name) |> - dplyr::left_join(iati::mapping_result, by= c("result_title")) |> - dplyr::distinct() - + transaction_type_name == "Incoming Commitment") } else if (!is.null(iati_identifier_ops)) { thisiati_identifier_ops <- iati_identifier_ops thisyear <- year - thisresult_type_name <- result_type_name df <- df |> dplyr::filter(iati_identifier_ops == thisiati_identifier_ops & year >= thisyear & - result_type_name == thisresult_type_name) |> - dplyr::left_join(iati::mapping_result, by= c("result_title")) |> - dplyr::distinct() - + transaction_type_name == "Incoming Commitment") } else if (!is.null(ctr_name)) { thisctr_name <- ctr_name thisyear <- year - thisresult_type_name <- result_type_name df <- df |> dplyr::filter( ctr_name == thisctr_name & year >= thisyear & - result_type_name == thisresult_type_name) |> - dplyr::left_join(iati::mapping_result, by= c("result_title")) |> - dplyr::distinct() + transaction_type_name == "Incoming Commitment") } - ## in order to compare indictors alltogether in the same country, we need to normalise them - ## one way is to compute the distance to the target... - ## names(df) + df2 <- df |> + dplyr::group_by(year, aid_type1_name) |> + dplyr::summarise( transaction_value_USD = sum(transaction_value_USD , na.rm = TRUE)) |> + dplyr::mutate(aid_type1_name = as.character(aid_type1_name) ) |> + dplyr::mutate(aid_type1_name = as.factor(aid_type1_name) ) - #table(df$result_indicator_ascending, useNA = "ifany") - df1 <- df |> - dplyr::select(result_type_name , result_title, sector_rbm, - indicator_measure_name, result_indicator_title, - year, - - result_indicator_baseline_value, - result_indicator_actual_value, - result_indicator_target_value, - result_indicator_target_value_1, - - result_indicator_baseline_location_ref, - result_indicator_baseline_dimension_1, - result_indicator_baseline_dimension_value_1, - result_indicator_baseline_dimension_2, - result_indicator_baseline_dimension_value_2, - result_indicator_ascending) |> + p <- df2 |> +# dplyr::filter(transaction_value_USD <= 1000000 & transaction_value_USD > 1000) |> + ggplot2::ggplot(ggplot2::aes(y = transaction_value_USD , + x = year, + fill = aid_type1_name)) + + ggplot2::geom_bar(alpha = 0.9, stat = "identity") + + ggplot2::scale_fill_viridis_d(option = "inferno", na.value = "grey50") + + ggplot2::scale_y_continuous( + expand = ggplot2::expansion(mult = c(0, .1)), + labels = scales::label_number(scale_cut = scales::cut_short_scale()) ) + +# scale_x_continuous(labels = scales::label_number(scale_cut = cut_short_scale())) + + # ggplot2::facet_wrap(~ trans_year) + + unhcrthemes::theme_unhcr(grid = "Y", axis = "X", axis_title = "X", font_size = 18)+ + ggplot2::labs( + title = paste0("Commitment vs Contribution type (in USD)"), + subtitle = paste0("Recorded in ", programme_lab, ctr_name,iati_identifier_ops, " since ", year,""), + x = "", + y = "", + caption = "Source: Data published by UNHCR as part of the International Aid Transparency Initiative (IATI)" ) + + return(p) +} +``` + +```{r example-show_contributions, message=FALSE, warning=FALSE, fig.retina = 2, fig.width = 8, fig.asp = 0.618, fig.align = "center", out.width = "90%"} +knitr::kable(iati::dataTransaction |> + dplyr::select(aid_type1_name, aid_type1_description) |> + dplyr::distinct() |> + dplyr::filter(!(is.na(aid_type1_name)))) +show_contributions(year = 2018, + ctr_name = "Brazil") +show_contributions(year = 2018, + programme_lab = "The Americas") +``` + +```{r tests-show_contributions} +test_that("show_contributions works", { + expect_true(inherits(show_contributions, "function")) +}) +``` + +# Using `iati::dataParticipating_org` + +## Show partnership + + + * How __organisations partner together__? + + +```{r function-show_partnership, echo=FALSE, message=FALSE, warning=FALSE} +#' show_partnership +#' +#' @description How organisations partner together? +#' +#' @param year A numeric value corresponding to the year to be displayed +#' @param programme_lab A character vector corresponding to the name of the programme. +#' @param iati_identifier_ops A character vector corresponding to the name of the operation. +#' @param ctr_name A character vector corresponding to the name of the country. +#' +#' @import ggplot2 +#' @import dplyr +#' @import scales +#' @import unhcrthemes +#' +#' @export +#' @return a graph +show_partnership <- function( year, + programme_lab = NULL, + iati_identifier_ops = NULL, + ctr_name = NULL ) { + + + # Check if only one argument is passed + if (!is.null(programme_lab) && !is.null(iati_identifier_ops)) { + stop("Please pass only one of the arguments programme_lab or iati_identifier_ops.") + } else if (!is.null(programme_lab) && !is.null(ctr_name)) { + stop("Please pass only one of the arguments programme_lab or ctr_name.") + } else if (!is.null(iati_identifier_ops) && !is.null(ctr_name)) { + stop("Please pass only one of the arguments iati_identifier_ops or ctr_name.") + } + + df <- iati::dataParticipating_org |> + dplyr::left_join(iati::dataActivity, by= c("iati_identifier")) + + if (!is.null(programme_lab)) { + thisprogramme_lab <- programme_lab + thisyear <- year + df <- df |> + # levels(as.factor(df$programmme_lab)) + dplyr::filter( programmme_lab == thisprogramme_lab & + year == thisyear ) + } else if (!is.null(iati_identifier_ops)) { + thisiati_identifier_ops <- iati_identifier_ops + thisyear <- year + df <- df |> + dplyr::filter(iati_identifier_ops == thisiati_identifier_ops & + year == thisyear ) + } else if (!is.null(ctr_name)) { + thisctr_name <- ctr_name + thisyear <- year + df <- df |> + dplyr::filter( ctr_name == thisctr_name & + year == thisyear ) + } + + df2 <- df |> + dplyr::select(participating_org_eng, + participating_org_type_name, + participating_org_role_name) |> + tidyr::pivot_wider(names_from = participating_org_role_name, + values_from = participating_org_eng , + values_fn = list) |> + dplyr::select( - Accountable) |> + dplyr::rename(Organisation =participating_org_type_name) + ## replace null values... + df2[df2 == 'NULL'] <- as.list(" ") - ## Quick fix in case ascending is not documented... - dplyr::mutate( result_indicator_ascending = dplyr::if_else( is.na(result_indicator_ascending), - - "1", - result_indicator_ascending)) |> - - dplyr::mutate( actual = as.numeric(result_indicator_actual_value), - baseline = as.numeric(result_indicator_baseline_value), - target = as.numeric(result_indicator_target_value), - ## Reshape the indicator label... - operation = as.character(glue::glue("{result_indicator_title} / {result_indicator_target_value_1}") ), - # operation = as.character(glue::glue("{result_indicator_title} / {result_title} - - # {result_indicator_target_value_1}") ), - - - ## Calculating deviation to target - deviation_actual_target = round( ( actual - target ) / - dplyr::if_else(target == 0, 1, target) * - dplyr::if_else(target == 0, 1, 100) ,2 ), - - ## Account for indicator direction - deviation_actual_target = dplyr::if_else(result_indicator_ascending == 0, - deviation_actual_target * -1, - deviation_actual_target), - - deviation_color = dplyr::case_when( - deviation_actual_target >= -1 ~ "green", - deviation_actual_target < -1 & deviation_actual_target >= -15 ~ "orange", - deviation_actual_target < -15 ~ "red", - TRUE ~ ""), - ## Calculating progress to baseline.. - progress_baseline = round( ( actual - baseline) / - dplyr::if_else(baseline == 0, 1, baseline) * - dplyr::if_else(baseline == 0, 1, 100) ,2 ), - ## Account for indicator direction - progress_baseline = dplyr::if_else(result_indicator_ascending == 0, - progress_baseline * -1, - progress_baseline), - progress_color = dplyr::case_when( - progress_baseline >= -1 ~ "green", - progress_baseline < -1 & progress_baseline >= -15 ~ "orange", - progress_baseline < -15 ~ "red", - TRUE ~ "") - - ) - ### Type of chart to build... - if(type == "deviation") { - - df1 <- df1 |> - ## Filter out - when no data... - dplyr::filter (! (is.na(actual))) |> - dplyr::filter (! (is.na(target))) |> - dplyr::filter (! (is.nan(deviation_actual_target))) |> - #dplyr::arrange(desc(actual)) - dplyr::group_by( result_indicator_title) |> - dplyr::arrange(desc( actual), .by_group=TRUE ) |> - dplyr::ungroup(result_indicator_title) - - ## case there's no data at all - if( nrow(df1) == 0) { - info <- paste0("No deviation - actual to target - \n comparative analysis \n could be produced for \n", - result_type_name, " indicator values \n in ", - programme_lab, ctr_name,iati_identifier_ops, " for year: ", year) - p <- ggplot2::ggplot() + - ggplot2::annotate("text", x = 1, y = 1, size = 12, - label = info ) + - ggplot2::theme_void() - - } else if(nrow(df1)> 0) { - ## and now the plot - p <- ggplot2::ggplot( df1, - ggplot2::aes(x = year, - y = deviation_actual_target, - #shape = indicator_measure_name, - color = sector_rbm)) + - ggplot2::geom_jitter(position=position_jitter(0.2), - shape = 17, - size = 3) + - ggplot2::stat_summary(fun.data=mean_sdl, #mult=1, - geom="pointrange", color="grey", size = 1) + - geom_hline(yintercept= 0, color="red") + - # ggplot2::scale_color_viridis_d(option = "inferno", na.value = "grey50") + - ggplot2::scale_colour_brewer(palette = "Paired") + - ggplot2::scale_y_continuous( label = scales::label_number(accuracy = 1, - scale_cut = scales::cut_short_scale(), - suffix = "%") )+ - ggplot2::scale_x_discrete(labels = function(x) stringr::str_wrap(x, width = 120)) + - unhcrthemes::theme_unhcr(font_size = 22, - axis_text_size = 9, - grid = "Y", - axis = "y") + - ggplot2::theme( legend.direction = "vertical", - legend.box = "horizontal", - legend.position = "right")+ + df3 <- df |> + dplyr::select(participating_org_eng, + participating_org_type_name, + participating_org_role_name) |> + # count(across(everything())) |> + tidyr::pivot_wider(names_from = participating_org_role_name, + values_from = participating_org_eng, + values_fn = function(x) length(!is.na(x)), + values_fill = 0) - ggplot2::labs( x = "", y = "" , - title = stringr::str_wrap( - paste0( result_type_name, " Indicators ", - programme_lab, ctr_name,iati_identifier_ops ) , - 100), - subtitle = stringr::str_wrap( paste0( - "Deviation between reported \"Actual\" value and programmatic \"Target\" (in %)" ) , - 110), - caption = stringr::str_wrap( - "Data Source: UNHCR IATI (International Aid Transparency Initiative)" , - 110) ) - } - } else if( type == "progress") { - - df1 <- df1 |> - ## Filter out - when no data... - dplyr::filter (! (is.na(actual))) |> - dplyr::filter (! (is.na(baseline))) |> - dplyr::filter (! (is.nan(progress_baseline))) |> - #dplyr::arrange(desc(actual)) - dplyr::group_by( result_indicator_title) |> - dplyr::arrange(desc( actual), .by_group=TRUE ) |> - dplyr::ungroup(result_indicator_title) + ##df |> dplyr::select(participating_org_type, participating_org_role ) |> dplyr::distinct() + + ## Let's build a table with a participating type as row - role as column - + # and in the cell the numeber and list of corresponding org.. participating_org_eng + ## Facet this by year... + + # Dummy data + # participating_org_type_name <- LETTERS[1:8] + # participating_org_type_role <- paste0("var", seq(1,4)) + # df <- expand.grid(participating_org_type_name = participating_org_type_name, + # participating_org_type_role = participating_org_type_role) + # df$count <- runif(32, 0, 5) + + +# p <- df3 |> +# # dplyr::filter(transaction_value_USD <= 1000000 & transaction_value_USD > 1000) |> +# ggplot2::ggplot(ggplot2::aes(x = participating_org_type_name, +# y = participating_org_type_role , +# fill = count, +# label = count)) + +# +# ggplot2::geom_tile(alpha = 0.9) + +# ggplot2::geom_text( size=2.5) + +# #ggplot2::scale_fill_viridis_c(option = "inferno", na.value = "grey50" ) + +# ggplot2::scale_fill_gradient2(low = "white" , +# mid = "#FFFFCC", +# high = "#075AFF") +# unhcrthemes::theme_unhcr(grid = FALSE, axis = FALSE, axis_title = TRUE, legend = FALSE)+ +# ggplot2::labs( +# title = paste0(" Partners"), +# subtitle = paste0("In ", programme_lab, " recorded since ", year,""), +# x = "Organisation Type", +# y = "Organisation Role", +# caption = "Source: Data published by UNHCR as part of the International Aid Transparency Initiative (IATI)" ) - ## case there's no data at all - if( nrow(df1) == 0) { - info <- paste0("No progress - actual to baseline - \n comparative analysis \n could be produced for \n", - result_type_name, " indicator values \n in ", - programme_lab, ctr_name,iati_identifier_ops, " for year: ", year) - p <- ggplot2::ggplot() + - ggplot2::annotate("text", x = 1, y = 1, size = 12, - label = info ) + - ggplot2::theme_void() - - } else if(nrow(df1)> 0) { - ## and now the plot - p <- ggplot2::ggplot( df1, - ggplot2::aes(x = year, - y = progress_baseline, - #shape = indicator_measure_name, - color = sector_rbm)) + - ggplot2::geom_jitter(position=position_jitter(0.2), - shape = 17, - size = 3) + - ggplot2::stat_summary(fun.data=mean_sdl, #mult=1, - geom="pointrange", color="grey", size = .3) + - geom_hline(yintercept= 0, color="red") + - # ggplot2::scale_color_viridis_d(option = "inferno", na.value = "grey50") + - ggplot2::scale_colour_brewer(palette = "Paired") + - ggplot2::scale_y_continuous( label = scales::label_number(accuracy = 1, - scale_cut = scales::cut_short_scale(), - suffix = "%") )+ - ggplot2::scale_x_discrete(labels = function(x) stringr::str_wrap(x, width = 120)) + - unhcrthemes::theme_unhcr(font_size = 22, - axis_text_size = 9, - grid = "Y", - axis = "y") + - ggplot2::theme( legend.direction = "vertical", - legend.box = "horizontal", - legend.position = "right")+ - - ggplot2::labs( x = "", y = "" , - title = stringr::str_wrap( - paste0( result_type_name, " Indicators ", - programme_lab, ctr_name,iati_identifier_ops ) , - 100), - subtitle = stringr::str_wrap( paste0( - "Progress comparison between \"Actual\" reported value and their \"baseline\" (in %)" ) , - 110), - caption = stringr::str_wrap( - "Data Source: UNHCR IATI (International Aid Transparency Initiative)" , - 110) ) - } - } + p <- knitr::kable( df2 ) + return(p) - } ``` - -```{r example-show_indicators_time, message=FALSE, warning=FALSE, fig.retina = 2, fig.width = 8, fig.align = "center", out.width = "90%"} -show_indicators_time(year = 2020, - ctr_name = "Brazil", - result_type_name = "Outcome", - type = "deviation" - ) -show_indicators_time(year = 2020, - ctr_name = "Brazil", - result_type_name = "Impact", - type = "deviation" - ) -show_indicators_time(year = 2020, - ctr_name = "Brazil", - result_type_name = "Output", - type = "deviation" - ) -show_indicators_time(year = 2020, - ctr_name = "Brazil", - result_type_name = "Outcome", - type = "progress" - ) -show_indicators_time(year = 2020, - ctr_name = "Brazil", - result_type_name = "Impact", - type = "progress" - ) -show_indicators_time(year = 2020, - ctr_name = "Brazil", - result_type_name = "Output", - type = "progress" - ) + +```{r examples-show_partnership, message=FALSE, warning=FALSE, fig.retina = 2, fig.width = 8, fig.asp = 0.618, fig.align = "center", out.width = "90%"} +show_partnership(year = 2022, + ctr_name = "Brazil" ) ``` - -```{r tests-show_indicators_time} -test_that("show_indicators_time works", { - expect_true(inherits(show_indicators_time, "function")) + +```{r tests-show_partnership} +test_that("show_partnership works", { + expect_true(inherits(show_partnership, "function")) }) ``` - + + + # Template diff --git a/docs/articles/unhcr-programme.html b/docs/articles/unhcr-programme.html index 1a98977..16042bc 100644 --- a/docs/articles/unhcr-programme.html +++ b/docs/articles/unhcr-programme.html @@ -86,6 +86,238 @@ library(iati)
+

Using iati::dataResult +

+
+

show_indicators +

+ +
+show_indicators(year = 2022,  
+             ctr_name = "Brazil",
+              result_type_name = "Outcome",
+             type = "deviation"
+             )
+

+
+show_indicators(year = 2022,  
+             ctr_name = "Brazil",
+              result_type_name = "Impact",
+             type = "deviation"
+             )
+

+
+show_indicators(year = 2019,  
+             ctr_name = "Brazil",
+              result_type_name = "Output",
+             type = "deviation"
+             )
+

+
+show_indicators(year = 2022,  
+             ctr_name = "Brazil",
+              result_type_name = "Outcome",
+             type = "progress"
+             )
+

+
+show_indicators(year = 2022,  
+             ctr_name = "Brazil",
+              result_type_name = "Impact",
+             type = "progress"
+             )
+

+
+show_indicators(year = 2019,  
+             ctr_name = "Brazil",
+              result_type_name = "Output",
+             type = "progress"
+             )
+

+
+
+

show_indicators_time +

+
+show_indicators_time(year = 2020,  
+             ctr_name = "Brazil",
+              result_type_name = "Outcome",
+             type = "deviation"
+             )
+

+
+show_indicators_time(year =  2020, 
+             ctr_name = "Brazil",
+              result_type_name = "Impact",
+             type = "deviation"
+             )
+

+
+show_indicators_time(year =  2020,  
+             ctr_name = "Brazil",
+              result_type_name = "Output",
+             type = "deviation"
+             )
+

+
+show_indicators_time(year =  2020, 
+             ctr_name = "Brazil",
+              result_type_name = "Outcome",
+             type = "progress"
+             )
+

+
+show_indicators_time(year =  2020, 
+             ctr_name = "Brazil",
+              result_type_name = "Impact",
+             type = "progress"
+             )
+

+
+show_indicators_time(year =  2020, 
+             ctr_name = "Brazil",
+              result_type_name = "Output",
+             type = "progress"
+             )
+

+
+
+
+

Using iati::dataSector +

+
+

show_sectors +

+ +
+knitr::kable( iati::dataSector |> 
+                dplyr::select( sector_vocabulary_name, sector_vocabulary_description) |>
+                dplyr::distinct() |>
+                dplyr::filter(!(is.na(sector_vocabulary_name))))
+ ++++ + + + + + + + + + + + + + + + + + + + + + + +
sector_vocabulary_namesector_vocabulary_description
Reporting OrganisationThe sector reported corresponds to a sector vocabulary +maintained by the reporting organisation for this activity
OECD DAC CRS Purpose Codes (5 digit)The sector reported corresponds to an OECD DAC CRS +5-digit purpose code
Humanitarian Global Clusters (Inter-Agency Standing +Committee)The sector reported corresponds to an Inter-Agency +Standard Committee Humanitarian Global Cluster code
Reporting Organisation 2The sector reported corresponds to a sector vocabulary +maintained by the reporting organisation for this activity (if they are +referencing more than one)
+
+show_sectors(
+  year =  c(2020, 2021, 2022), 
+  ctr_name = "Brazil",
+  sector_vocabulary_name = "Reporting Organisation")
+

+
+show_sectors(
+  year = 2022, 
+  ctr_name = "Brazil",
+  sector_vocabulary_name = "Reporting Organisation 2")
+

+
+show_sectors(
+  year = c(2020, 2021, 2022),  
+  ctr_name = "Brazil",
+  sector_vocabulary_name = "Reporting Organisation 2")
+

+
+show_sectors(
+  year = c(2017,2018,2019,2020,2021, 2022), 
+  ctr_name = "Brazil",
+  sector_vocabulary_name = "Humanitarian Global Clusters (Inter-Agency Standing Committee)")
+

+
+show_sectors(
+  year = c(2017,2018,2019,2020,2021, 2022), 
+  ctr_name = "Brazil",
+  sector_vocabulary_name = "OECD DAC CRS Purpose Codes (5 digit)")
+

+
+
+

show_goal_sdg +

+
+show_goal_sdg(year =  c(  2020, 2021, 2022), 
+             ctr_name = "Brazil")
+

+
+
+

show_outcome_rbm +

+
+show_outcome_rbm( year =  c(  2020, 2021, 2022), 
+             ctr_name = "Brazil")
+

+
+
+
+

Using iati::dataBudget +

+
+

show_expenditure +

+ +
+show_expenditure(year = 2018, 
+             ctr_name = "Brazil")
+

+
+
+show_expenditure(year = 2018, 
+             ctr_name = "Brazil",
+             weight_by = c("refugees", "oip"))
+

+
+
+

show_budget_gap +

+
+show_budget_gap(year = 2018, 
+             ctr_name = "Brazil")
+

+
+show_budget_gap(year = 2018, 
+             ctr_name = "Brazil",
+             weight_by = c("refugees", "oip"))
+

+
+
+

Using iati::dataTransaction

@@ -95,7 +327,7 @@

Show donors
+
 knitr::kable(iati::dataTransaction |>
                 dplyr::select( transaction_type_name, transaction_type_description) |>
                 dplyr::distinct() )

@@ -128,22 +360,22 @@ 
Show donors
+
 show_donors(year = 2022,
            programme_lab = "The Americas",
            transaction_type_name = "Incoming Commitment" )

 

-
+
 show_donors(year = 2018,
            ctr_name = "Brazil",
            transaction_type_name = "Incoming Commitment" )

 

-
+
 show_donors(year = 2018,
            programme_lab = "Brazil",
            transaction_type_name = "Disbursement" )

 

-
+
 show_donors(year = 2018,
            programme_lab = "Brazil",
            transaction_type_name = "Expenditure" )

@@ -152,16 +384,14 @@ 
Show donors
 
show_top_donors
 

-
+
 show_top_donors(year = 2022,
-           ctr_name = "Brazil",
-           transaction_type_name = "Incoming Commitment" ,
+           ctr_name = "Brazil", 
            top_n = 5)

 

-
+
 show_top_donors(year = 2020,
-           ctr_name = "Brazil",
-           transaction_type_name = "Incoming Commitment" ,
+           ctr_name = "Brazil", 
            top_n = 10)

 

 

@@ -172,7 +402,7 @@ 
show_earmarkingWhat’s the breakdown of Earmarking Type
 (Un-earmarked, Tightly earmarked, etc.) from Donor Funds by Year?
 
-
+
 knitr::kable(iati::dataTransaction |>
                 dplyr::select(earmarking_name, earmarking_description)  |>
                 dplyr::distinct() |>
@@ -209,17 +439,15 @@ 
show_earmarking
 
 
-
-show_earmarking(year = 2018, 
-             programme_lab = NULL, 
-             iati_identifier_ops = NULL, 
+
+show_earmarking(year = 2018,  
              ctr_name = "Brazil")

 

 

 

 
show_contributions
 

-
+
 knitr::kable(iati::dataTransaction |>
                 dplyr::select(aid_type1_name, aid_type1_description)  |>
                 dplyr::distinct() |>
@@ -281,52 +509,17 @@ 
show_contributions
+
 show_contributions(year = 2018, 
                    ctr_name = "Brazil") 

 

-
+
 show_contributions(year = 2018, 
                    programme_lab = "The Americas") 

 

 

 

 

-
Using iati::dataBudget
-

-

-
show_expenditure
-

-
    
-
  • How much expenditures compare to the initial budget
-(potentially weighted by # )?
    • 
-

-
-show_expenditure(year = 2018, 
-             ctr_name = "Brazil")

-

-
-
-show_expenditure(year = 2018, 
-             ctr_name = "Brazil",
-             weight_by = c("refugees", "oip"))

-

-

-

-
show_budget_gap
-

-
-show_budget_gap(year = 2018, 
-             ctr_name = "Brazil")

-

-
-show_budget_gap(year = 2018, 
-             ctr_name = "Brazil",
-             weight_by = c("refugees", "oip"))

-

-

-

-

 
Using iati::dataParticipating_org
 

 

@@ -335,7 +528,7 @@ 
Show partnership
 
  • How organisations partner together?
    • 
 
-
    +
     show_partnership(year = 2022,
            ctr_name = "Brazil" ) 
    
 
@@ -407,201 +600,12 @@ 
    Show partnership
 
 
    
-
    Using iati::dataSector
-
    
-
    
-
    show_sectors
-
    
-
      
-
    • What are the most funded sectors per country
-(Expenditure evolution per impact /outcome area)?
      • 
-
    
-
    -knitr::kable( iati::dataSector |> 
-                dplyr::select( sector_vocabulary_name, sector_vocabulary_description) |>
-                dplyr::distinct() |>
-                dplyr::filter(!(is.na(sector_vocabulary_name))))
    
-
    
----
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
    



    sector_vocabulary_namesector_vocabulary_description
    Reporting OrganisationThe sector reported corresponds to a sector vocabulary
-maintained by the reporting organisation for this activity
    OECD DAC CRS Purpose Codes (5 digit)The sector reported corresponds to an OECD DAC CRS
-5-digit purpose code
    Humanitarian Global Clusters (Inter-Agency Standing
-Committee)The sector reported corresponds to an Inter-Agency
-Standard Committee Humanitarian Global Cluster code
    Reporting Organisation 2The sector reported corresponds to a sector vocabulary
-maintained by the reporting organisation for this activity (if they are
-referencing more than one)
    
-
    -show_sectors(
-  year =  c(2020, 2021, 2022), 
-  ctr_name = "Brazil",
-  sector_vocabulary_name = "Reporting Organisation")
    
-
    
-
    -show_sectors(
-  year = 2022, 
-  ctr_name = "Brazil",
-  sector_vocabulary_name = "Reporting Organisation 2")
    
-
    
-
    -show_sectors(
-  year = c(2020, 2021, 2022),  
-  ctr_name = "Brazil",
-  sector_vocabulary_name = "Reporting Organisation 2")
    
-
    
-
    -show_sectors(
-  year = c(2017,2018,2019,2020,2021, 2022), 
-  ctr_name = "Brazil",
-  sector_vocabulary_name = "Humanitarian Global Clusters (Inter-Agency Standing Committee)")
    
-
    
-
    -show_sectors(
-  year = c(2017,2018,2019,2020,2021, 2022), 
-  ctr_name = "Brazil",
-  sector_vocabulary_name = "OECD DAC CRS Purpose Codes (5 digit)")
    
-
    
-
    
-
    
-
    show_sectors_rbm
-
    
-
    -show_sectors_rbm( year =  c(2017, 2018, 2019, 2020, 2021, 2022), 
-             ctr_name = "Brazil")
    
-
    
-
    
-
    
-
    
-
    Using iati::dataResult
-
    
-
    
-
    show_indicators
-
    
-
      
-
    • How much indicators relate to target or
-baseline?
      • 
-
    
-
    -show_indicators(year = 2022,  
-             ctr_name = "Brazil",
-              result_type_name = "Outcome",
-             type = "deviation"
-             )
    
-
    
-
    -show_indicators(year = 2022,  
-             ctr_name = "Brazil",
-              result_type_name = "Impact",
-             type = "deviation"
-             )
    
-
    
-
    -show_indicators(year = 2019,  
-             ctr_name = "Brazil",
-              result_type_name = "Output",
-             type = "deviation"
-             )
    
-
    
-
    -show_indicators(year = 2022,  
-             ctr_name = "Brazil",
-              result_type_name = "Outcome",
-             type = "progress"
-             )
    
-
    
-
    -show_indicators(year = 2022,  
-             ctr_name = "Brazil",
-              result_type_name = "Impact",
-             type = "progress"
-             )
    
-
    
-
    -show_indicators(year = 2019,  
-             ctr_name = "Brazil",
-              result_type_name = "Output",
-             type = "progress"
-             )
    
-
    
-
    
-
    
-
    show_indicators_time
-
    
-
    -show_indicators_time(year = 2020,  
-             ctr_name = "Brazil",
-              result_type_name = "Outcome",
-             type = "deviation"
-             )
    
-
    
-
    -show_indicators_time(year =  2020, 
-             ctr_name = "Brazil",
-              result_type_name = "Impact",
-             type = "deviation"
-             )
    
-
    
-
    -show_indicators_time(year =  2020,  
-             ctr_name = "Brazil",
-              result_type_name = "Output",
-             type = "deviation"
-             )
    
-
    
-
    -show_indicators_time(year =  2020, 
-             ctr_name = "Brazil",
-              result_type_name = "Outcome",
-             type = "progress"
-             )
    
-
    
-
    -show_indicators_time(year =  2020, 
-             ctr_name = "Brazil",
-              result_type_name = "Impact",
-             type = "progress"
-             )
    
-
    
-
    -show_indicators_time(year =  2020, 
-             ctr_name = "Brazil",
-              result_type_name = "Output",
-             type = "progress"
-             )
    
-
    
-
    
-
    
-
    
 
    Template
 
    
 
    
 
    template_prez
 
    
-
    +
     
 ## generate for one country
 # iati::template_prez(year = 2022, 
diff --git a/docs/articles/unhcr-programme_files/figure-html/example-show_budget_gap-1.png b/docs/articles/unhcr-programme_files/figure-html/example-show_budget_gap-1.png
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index 4b2be6e..4c3da60 100644
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diff --git a/docs/articles/unhcr-programme_files/figure-html/examples-show_donors-2.png b/docs/articles/unhcr-programme_files/figure-html/examples-show_donors-2.png
index 93acdaa..5eed91f 100644
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diff --git a/docs/pkgdown.yml b/docs/pkgdown.yml
index c6d24fe..01a4779 100644
--- a/docs/pkgdown.yml
+++ b/docs/pkgdown.yml
@@ -3,5 +3,5 @@ pkgdown: 2.0.7
 pkgdown_sha: ~
 articles:
   unhcr-programme: unhcr-programme.html
-last_built: 2024-02-23T19:39Z
+last_built: 2024-02-28T01:30Z
 
diff --git a/docs/reference/Rplot002.png b/docs/reference/Rplot002.png
index 9737475..c16311c 100644
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diff --git a/docs/reference/Rplot003.png b/docs/reference/Rplot003.png
index cd3bf5f..ce7560a 100644
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diff --git a/docs/reference/Rplot004.png b/docs/reference/Rplot004.png
index c09a89a..bb31fa0 100644
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diff --git a/docs/reference/Rplot005.png b/docs/reference/Rplot005.png
index 420710c..1cafca1 100644
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diff --git a/docs/reference/index.html b/docs/reference/index.html
index 454129c..1f241ed 100644
--- a/docs/reference/index.html
+++ b/docs/reference/index.html
@@ -87,6 +87,11 @@ 
    Chart Libraryshow_goal_sdg() 
+        
+        
    show_goal_sdg
    
+      
    
+          
           show_indicators() 
         
    
         
    show_indicators
    
@@ -97,6 +102,11 @@ 
    Chart Libraryshow_outcome_rbm() 
+        
+        
    show_outcome_rbm
    
+      
    
+          
           show_partnership() 
         
    
         
    show_partnership
    
@@ -390,11 +400,21 @@ 
    Mapping
    
           
+          mapping_indicator 
+        
    
+        
    mapping_indicator
    
+      
    
+          
           mapping_result 
         
    
         
    mapping_result
    
       
    
           
+          mapping_sdg 
+        
    
+        
    mapping_sdg
    
+      
    
+          
           mapping_sector 
         
    
         
    mapping_sector
    
diff --git a/docs/reference/mapping_indicator.html b/docs/reference/mapping_indicator.html
new file mode 100644
index 0000000..c24fd76
--- /dev/null
+++ b/docs/reference/mapping_indicator.html
@@ -0,0 +1,172 @@
+
+mapping_indicator — mapping_indicator • iati
+    Skip to contents
+    
+
+    
    
+
    
+  
    
+      
    mapping_indicator
    
+      Source: R/data.R
+      
    mapping_indicator.Rd
    
+    
    
+
+    
    
+    
    Mapping Interpretation threshold for indicator values
    
+    
    
+
+    
    
+    
    Usage
    
+    
    mapping_indicator
    
+    
    
+
+    
    
+    
    Format
    
+    
    A data frame with 47 rows and 27 variables:
    Indicator
    
+
    character COLUMN_DESCRIPTION
    
+
+  
    Indicator_lab2
    
+
    character COLUMN_DESCRIPTION
    
+
+  
    Area of work
    
+
    character COLUMN_DESCRIPTION
    
+
+  
    theme
    
+
    character COLUMN_DESCRIPTION
    
+
+  
    subtheme
    
+
    character COLUMN_DESCRIPTION
    
+
+  
    Results_Level
    
+
    character COLUMN_DESCRIPTION
    
+
+  
    area_id
    
+
    character COLUMN_DESCRIPTION
    
+
+  
    Area
    
+
    character COLUMN_DESCRIPTION
    
+
+  
    Area_id
    
+
    character COLUMN_DESCRIPTION
    
+
+  
    Ind_id
    
+
    character COLUMN_DESCRIPTION
    
+
+  
    Ind_seq
    
+
    double COLUMN_DESCRIPTION
    
+
+  
    Show_As
    
+
    character COLUMN_DESCRIPTION
    
+
+  
    Indicator_Code
    
+
    character COLUMN_DESCRIPTION
    
+
+  
    Reverse
    
+
    logical COLUMN_DESCRIPTION
    
+
+  
    threshold_red
    
+
    double COLUMN_DESCRIPTION
    
+
+  
    threshold_orange
    
+
    double COLUMN_DESCRIPTION
    
+
+  
    threshold_green
    
+
    double COLUMN_DESCRIPTION
    
+
+  
    standard_direction
    
+
    character COLUMN_DESCRIPTION
    
+
+  
    survey
    
+
    character COLUMN_DESCRIPTION
    
+
+  
    RAS
    
+
    double COLUMN_DESCRIPTION
    
+
+  
    STA
    
+
    double COLUMN_DESCRIPTION
    
+
+  
    IDP
    
+
    double COLUMN_DESCRIPTION
    
+
+  
    RET
    
+
    double COLUMN_DESCRIPTION
    
+
+  
    OOC
    
+
    double COLUMN_DESCRIPTION
    
+
+  
    all
    
+
    double COLUMN_DESCRIPTION
    
+
+  
    DEN
    
+
    character COLUMN_DESCRIPTION
    
+
+  
    max
    
+
    character COLUMN_DESCRIPTION
    
+ 
+
+
    
+    
    
+    
    Source
    
+    
    http://somewhere.important.com/
    
+    
    
+
+  
    
+
+
+    
    
+  
    Developed by Edouard Legoupil, Matheus Soldi Hardt, Hisham Galal.
    
+
    
+
+
    
+  
    Site built with pkgdown 2.0.7.
    
+
    
+
+    
    
+
+  
+
+  
+
+  
+
diff --git a/docs/reference/mapping_result.html b/docs/reference/mapping_result.html
index cfd4a8d..ff48009 100644
--- a/docs/reference/mapping_result.html
+++ b/docs/reference/mapping_result.html
@@ -68,6 +68,9 @@ 
    Format<
   
    sector_rbm
    
 
    character sector_rbm
    
  
+  
    area_id
    
+
    character COLUMN_DESCRIPTION
    
+ 
 
 
    
     
    
diff --git a/docs/reference/mapping_sdg.html b/docs/reference/mapping_sdg.html
new file mode 100644
index 0000000..2d108c0
--- /dev/null
+++ b/docs/reference/mapping_sdg.html
@@ -0,0 +1,99 @@
+
+mapping_sdg — mapping_sdg • iati
+    Skip to contents
+    
+
+    
    
+
    
+  
    
+      
    mapping_sdg
    
+      Source: R/data.R
+      
    mapping_sdg.Rd
    
+    
    
+
+    
    
+    
    Mapping UNHCR areas to UN SDG
    
+    
    
+
+    
    
+    
    Usage
    
+    
    mapping_sdg
    
+    
    
+
+    
    
+    
    Format
    
+    
    A data frame with 26 rows and 2 variables:
    area
    
+
    character COLUMN_DESCRIPTION
    
+
+  
    sdg
    
+
    character COLUMN_DESCRIPTION
    
+ 
+
+
    
+    
    
+    
    Source
    
+    
    https://www.unhcr.org/what-we-do/build-better-futures/compass#' @examples
+
+knitr::kable(head(mapping_sdg, 26))
    
+    
    
+
+  
    
+
+
+    
    
+  
    Developed by Edouard Legoupil, Matheus Soldi Hardt, Hisham Galal.
    
+
    
+
+
    
+  
    Site built with pkgdown 2.0.7.
    
+
    
+
+    
    
+
+  
+
+  
+
+  
+
diff --git a/docs/reference/mapping_sector.html b/docs/reference/mapping_sector.html
index 95081b7..17b95f0 100644
--- a/docs/reference/mapping_sector.html
+++ b/docs/reference/mapping_sector.html
@@ -71,6 +71,9 @@ 
    Format<
   
    sector_rbm
    
 
    character COLUMN_DESCRIPTION
    
  
+  
    area_id
    
+
    character COLUMN_DESCRIPTION
    
+ 
 
 
    
     
    
diff --git a/docs/reference/show_budget_gap-1.png b/docs/reference/show_budget_gap-1.png
index 1fff2b6..2cbd1a5 100644
Binary files a/docs/reference/show_budget_gap-1.png and b/docs/reference/show_budget_gap-1.png differ
diff --git a/docs/reference/show_budget_gap-2.png b/docs/reference/show_budget_gap-2.png
index 49243e2..461a121 100644
Binary files a/docs/reference/show_budget_gap-2.png and b/docs/reference/show_budget_gap-2.png differ
diff --git a/docs/reference/show_contributions-1.png b/docs/reference/show_contributions-1.png
index e1df612..dda42e8 100644
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diff --git a/docs/reference/show_contributions-2.png b/docs/reference/show_contributions-2.png
index 1dc6249..c91cbd6 100644
Binary files a/docs/reference/show_contributions-2.png and b/docs/reference/show_contributions-2.png differ
diff --git a/docs/reference/show_donors-1.png b/docs/reference/show_donors-1.png
index 780eaab..64e5ae8 100644
Binary files a/docs/reference/show_donors-1.png and b/docs/reference/show_donors-1.png differ
diff --git a/docs/reference/show_donors-2.png b/docs/reference/show_donors-2.png
index 007ae45..372fb19 100644
Binary files a/docs/reference/show_donors-2.png and b/docs/reference/show_donors-2.png differ
diff --git a/docs/reference/show_earmarking-1.png b/docs/reference/show_earmarking-1.png
index 8e433c1..6f20fa1 100644
Binary files a/docs/reference/show_earmarking-1.png and b/docs/reference/show_earmarking-1.png differ
diff --git a/docs/reference/show_earmarking.html b/docs/reference/show_earmarking.html
index d2d9d4e..cc00dff 100644
--- a/docs/reference/show_earmarking.html
+++ b/docs/reference/show_earmarking.html
@@ -140,9 +140,7 @@ 
    Examples#> |Softly Earmarked  |Any or all of the Earmarking Modality codes D,E or F. |
 #> |Tightly Earmarked |Any or all of the Earmarking Modality codes I,J or K. |
 #> |Earmarked         |Any or all of the Earmarking Modality codes G or H.   |
-show_earmarking(year = 2018, 
-             programme_lab = NULL, 
-             iati_identifier_ops = NULL, 
+show_earmarking(year = 2018,  
              ctr_name = "Brazil")
 
 
    
diff --git a/docs/reference/show_expenditure-1.png b/docs/reference/show_expenditure-1.png
index e1aa964..665e901 100644
Binary files a/docs/reference/show_expenditure-1.png and b/docs/reference/show_expenditure-1.png differ
diff --git a/docs/reference/show_expenditure-2.png b/docs/reference/show_expenditure-2.png
index 1365873..f420af0 100644
Binary files a/docs/reference/show_expenditure-2.png and b/docs/reference/show_expenditure-2.png differ
diff --git a/docs/reference/show_goal_sdg-1.png b/docs/reference/show_goal_sdg-1.png
new file mode 100644
index 0000000..c17b075
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diff --git a/docs/reference/show_goal_sdg.html b/docs/reference/show_goal_sdg.html
new file mode 100644
index 0000000..b3f4719
--- /dev/null
+++ b/docs/reference/show_goal_sdg.html
@@ -0,0 +1,119 @@
+
+show_goal_sdg — show_goal_sdg • iati
+    Skip to contents
+    
+
+    
    
+
    
+  
    
+      
    show_goal_sdg
    
+      Source: R/show_goal_sdg.R
+      
    show_goal_sdg.Rd
    
+    
    
+
+    
    
+    
    Show resource allocation in line with SDG goal
    
+    
    
+
+    
    
+    
    Usage
    
+    
    show_goal_sdg(
+  year,
+  programme_lab = NULL,
+  iati_identifier_ops = NULL,
+  ctr_name = NULL
+)
    
+    
    
+
+    
    
+    
    Arguments
    
+    
    year
    
+
    A numeric value or a list of value.
    
+
+
+
    programme_lab
    
+
    A character vector corresponding to the name of the programme.
    
+
+
+
    iati_identifier_ops
    
+
    A character vector corresponding to the name of the operation.
    
+
+
+
    ctr_name
    
+
    A character vector corresponding to the name of the country.
    
+
+
    
+    
    
+    
    Value
    
+    
+
+
    a graph
    
+    
    
+
+    
    
+    
    Examples
    
+    
    show_goal_sdg(year =  c(  2020, 2021, 2022), 
+             ctr_name = "Brazil")
+
+
    
+    
    
+  
    
+
+
+    
    
+  
    Developed by Edouard Legoupil, Matheus Soldi Hardt, Hisham Galal.
    
+
    
+
+
    
+  
    Site built with pkgdown 2.0.7.
    
+
    
+
+    
    
+
+  
+
+  
+
+  
+
diff --git a/docs/reference/show_indicators-1.png b/docs/reference/show_indicators-1.png
index eac994a..d482fc3 100644
Binary files a/docs/reference/show_indicators-1.png and b/docs/reference/show_indicators-1.png differ
diff --git a/docs/reference/show_indicators-3.png b/docs/reference/show_indicators-3.png
index c03a979..3881e34 100644
Binary files a/docs/reference/show_indicators-3.png and b/docs/reference/show_indicators-3.png differ
diff --git a/docs/reference/show_indicators-4.png b/docs/reference/show_indicators-4.png
index ec598b1..dabaf51 100644
Binary files a/docs/reference/show_indicators-4.png and b/docs/reference/show_indicators-4.png differ
diff --git a/docs/reference/show_indicators-5.png b/docs/reference/show_indicators-5.png
index b0b9b00..ef06493 100644
Binary files a/docs/reference/show_indicators-5.png and b/docs/reference/show_indicators-5.png differ
diff --git a/docs/reference/show_indicators_time-1.png b/docs/reference/show_indicators_time-1.png
index 60b4240..e9b5013 100644
Binary files a/docs/reference/show_indicators_time-1.png and b/docs/reference/show_indicators_time-1.png differ
diff --git a/docs/reference/show_indicators_time-3.png b/docs/reference/show_indicators_time-3.png
index 47acc4f..25b15dd 100644
Binary files a/docs/reference/show_indicators_time-3.png and b/docs/reference/show_indicators_time-3.png differ
diff --git a/docs/reference/show_indicators_time-4.png b/docs/reference/show_indicators_time-4.png
index f1221d8..9cddb71 100644
Binary files a/docs/reference/show_indicators_time-4.png and b/docs/reference/show_indicators_time-4.png differ
diff --git a/docs/reference/show_indicators_time-5.png b/docs/reference/show_indicators_time-5.png
index b6e2751..e36ac40 100644
Binary files a/docs/reference/show_indicators_time-5.png and b/docs/reference/show_indicators_time-5.png differ
diff --git a/docs/reference/show_indicators_time.html b/docs/reference/show_indicators_time.html
index d4299c2..e65e806 100644
--- a/docs/reference/show_indicators_time.html
+++ b/docs/reference/show_indicators_time.html
@@ -108,6 +108,9 @@ 
    Examples              result_type_name = "Outcome",
              type = "deviation"
              )
+#> Warning: n too large, allowed maximum for palette Paired is 12
+#> Returning the palette you asked for with that many colors
+#> Warning: Removed 6 rows containing missing values (`geom_point()`).
 
 show_indicators_time(year =  2020, 
              ctr_name = "Brazil",
@@ -126,6 +129,9 @@ 
    Examples              result_type_name = "Outcome",
              type = "progress"
              )
+#> Warning: n too large, allowed maximum for palette Paired is 12
+#> Returning the palette you asked for with that many colors
+#> Warning: Removed 4 rows containing missing values (`geom_point()`).
 
 show_indicators_time(year =  2020, 
              ctr_name = "Brazil",
diff --git a/docs/reference/show_outcome_rbm-1.png b/docs/reference/show_outcome_rbm-1.png
new file mode 100644
index 0000000..9b7c0c3
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diff --git a/docs/reference/show_outcome_rbm.html b/docs/reference/show_outcome_rbm.html
new file mode 100644
index 0000000..e4f9495
--- /dev/null
+++ b/docs/reference/show_outcome_rbm.html
@@ -0,0 +1,125 @@
+
+show_outcome_rbm — show_outcome_rbm • iati
+    Skip to contents
+    
+
+    
    
+
    
+  
    
+      
    show_outcome_rbm
    
+      Source: R/show_outcome_rbm.R
+      
    show_outcome_rbm.Rd
    
+    
    
+
+    
    
+    
    What are the most funded sectors per country based on new RBM framework.
+  The activities that UNHCR plans and undertakes around the world are described
+   under 16 "Outcome Areas".
    
+    
    
+
+    
    
+    
    Usage
    
+    
    show_outcome_rbm(
+  year,
+  programme_lab = NULL,
+  iati_identifier_ops = NULL,
+  ctr_name = NULL
+)
    
+    
    
+
+    
    
+    
    Arguments
    
+    
    year
    
+
    A numeric value or a list of value.
    
+
+
+
    programme_lab
    
+
    A character vector corresponding to the name of the programme.
    
+
+
+
    iati_identifier_ops
    
+
    A character vector corresponding to the name of the operation.
    
+
+
+
    ctr_name
    
+
    A character vector corresponding to the name of the country.
    
+
+
    
+    
    
+    
    Value
    
+    
+
+
    a graph
    
+    
    
+
+    
    
+    
    Examples
    
+    
    show_outcome_rbm( year =  c(  2020, 2021, 2022), 
+             ctr_name = "Brazil")
+
+
    
+    
    
+  
    
+
+
+    
    
+  
    Developed by Edouard Legoupil, Matheus Soldi Hardt, Hisham Galal.
    
+
    
+
+
    
+  
    Site built with pkgdown 2.0.7.
    
+
    
+
+    
    
+
+  
+
+  
+
+  
+
diff --git a/docs/reference/show_sectors-1.png b/docs/reference/show_sectors-1.png
index fe75f5e..1776d0c 100644
Binary files a/docs/reference/show_sectors-1.png and b/docs/reference/show_sectors-1.png differ
diff --git a/docs/reference/show_sectors-2.png b/docs/reference/show_sectors-2.png
index 2df26ce..3902d41 100644
Binary files a/docs/reference/show_sectors-2.png and b/docs/reference/show_sectors-2.png differ
diff --git a/docs/reference/show_sectors-3.png b/docs/reference/show_sectors-3.png
index c346081..21c6961 100644
Binary files a/docs/reference/show_sectors-3.png and b/docs/reference/show_sectors-3.png differ
diff --git a/docs/reference/show_sectors-4.png b/docs/reference/show_sectors-4.png
index a8cb596..2de8786 100644
Binary files a/docs/reference/show_sectors-4.png and b/docs/reference/show_sectors-4.png differ
diff --git a/docs/reference/show_sectors-5.png b/docs/reference/show_sectors-5.png
index da45cc6..f9f712e 100644
Binary files a/docs/reference/show_sectors-5.png and b/docs/reference/show_sectors-5.png differ
diff --git a/docs/reference/show_sectors_rbm-1.png b/docs/reference/show_sectors_rbm-1.png
index cc82114..a71d851 100644
Binary files a/docs/reference/show_sectors_rbm-1.png and b/docs/reference/show_sectors_rbm-1.png differ
diff --git a/docs/reference/show_top_donors-1.png b/docs/reference/show_top_donors-1.png
index cb4efca..05cd924 100644
Binary files a/docs/reference/show_top_donors-1.png and b/docs/reference/show_top_donors-1.png differ
diff --git a/docs/reference/show_top_donors-2.png b/docs/reference/show_top_donors-2.png
index aaf8b7e..7e10836 100644
Binary files a/docs/reference/show_top_donors-2.png and b/docs/reference/show_top_donors-2.png differ
diff --git a/docs/reference/show_top_donors.html b/docs/reference/show_top_donors.html
index 0208a74..f0757eb 100644
--- a/docs/reference/show_top_donors.html
+++ b/docs/reference/show_top_donors.html
@@ -62,7 +62,6 @@ 
    Usage
   programme_lab = NULL,
   iati_identifier_ops = NULL,
   ctr_name = NULL,
-  transaction_type_name = "Incoming Commitment",
   top_n = 5
 )
    
     
    
@@ -85,11 +84,6 @@ 
    Arguments
-
-
 
    top_n
    
 
    top n donors to show - the rest being lumped together
    
 
@@ -104,13 +98,11 @@ 
    Value
    
     
    Examples
    
     
    show_top_donors(year = 2022,
-           ctr_name = "Brazil",
-           transaction_type_name = "Incoming Commitment" ,
+           ctr_name = "Brazil", 
            top_n = 5)
 
 show_top_donors(year = 2020,
-           ctr_name = "Brazil",
-           transaction_type_name = "Incoming Commitment" ,
+           ctr_name = "Brazil", 
            top_n = 10)
 
 
    
diff --git a/docs/search.json b/docs/search.json
index a16fe70..203ae22 100644
--- a/docs/search.json
+++ b/docs/search.json
@@ -1 +1 @@
-[{"path":"/articles/get-started.html","id":"show-donors---show_donors","dir":"Articles","previous_headings":"","what":"Show donors - show_donors","title":"Get started","text":"","code":"show_donors(year = 2020,             geo = \"The Americas\",             transtype = \"11\" ) # ,  ## \"3\"  \"4\"  \"11\"           metric = \"USD\""},{"path":"/articles/get-started.html","id":"show-implementers---show_implementers","dir":"Articles","previous_headings":"","what":"Show implementers - show_implementers","title":"Get started","text":"","code":"show_implementers(year = 2020,             geo = \"The Americas\",             transtype = \"11\" )"},{"path":[]},{"path":"/articles/unhcr-programme.html","id":"show-donors","dir":"Articles","previous_headings":"Using iati::dataTransaction","what":"Show donors","title":"UNHCR Programme","text":"main donors country terms transaction?","code":"knitr::kable(iati::dataTransaction |>                 dplyr::select( transaction_type_name, transaction_type_description) |>                 dplyr::distinct() ) show_donors(year = 2022,            programme_lab = \"The Americas\",            transaction_type_name = \"Incoming Commitment\" ) show_donors(year = 2018,            ctr_name = \"Brazil\",            transaction_type_name = \"Incoming Commitment\" ) show_donors(year = 2018,            programme_lab = \"Brazil\",            transaction_type_name = \"Disbursement\" ) show_donors(year = 2018,            programme_lab = \"Brazil\",            transaction_type_name = \"Expenditure\" )"},{"path":"/articles/unhcr-programme.html","id":"show_top_donors","dir":"Articles","previous_headings":"Using iati::dataTransaction","what":"show_top_donors","title":"UNHCR Programme","text":"","code":"show_top_donors(year = 2022,            ctr_name = \"Brazil\",            transaction_type_name = \"Incoming Commitment\" ,            top_n = 5) show_top_donors(year = 2020,            ctr_name = \"Brazil\",            transaction_type_name = \"Incoming Commitment\" ,            top_n = 10)"},{"path":"/articles/unhcr-programme.html","id":"show_earmarking","dir":"Articles","previous_headings":"Using iati::dataTransaction","what":"show_earmarking","title":"UNHCR Programme","text":"’s breakdown Earmarking Type (Un-earmarked, Tightly earmarked, etc.) Donor Funds Year?","code":"knitr::kable(iati::dataTransaction |>                 dplyr::select(earmarking_name, earmarking_description)  |>                 dplyr::distinct() |>                 dplyr::filter(!(is.na(earmarking_name)))) show_earmarking(year = 2018,               programme_lab = NULL,               iati_identifier_ops = NULL,               ctr_name = \"Brazil\")"},{"path":"/articles/unhcr-programme.html","id":"show_contributions","dir":"Articles","previous_headings":"Using iati::dataTransaction","what":"show_contributions","title":"UNHCR Programme","text":"","code":"knitr::kable(iati::dataTransaction |>                 dplyr::select(aid_type1_name, aid_type1_description)  |>                 dplyr::distinct() |>                 dplyr::filter(!(is.na(aid_type1_name)))) show_contributions(year = 2018,                     ctr_name = \"Brazil\") show_contributions(year = 2018,                     programme_lab = \"The Americas\")"},{"path":[]},{"path":"/articles/unhcr-programme.html","id":"show_expenditure","dir":"Articles","previous_headings":"Using iati::dataBudget","what":"show_expenditure","title":"UNHCR Programme","text":"much expenditures compare initial budget (potentially weighted # )?","code":"show_expenditure(year = 2018,               ctr_name = \"Brazil\") show_expenditure(year = 2018,               ctr_name = \"Brazil\",              weight_by = c(\"refugees\", \"oip\"))"},{"path":"/articles/unhcr-programme.html","id":"show_budget_gap","dir":"Articles","previous_headings":"Using iati::dataBudget","what":"show_budget_gap","title":"UNHCR Programme","text":"","code":"show_budget_gap(year = 2018,               ctr_name = \"Brazil\") show_budget_gap(year = 2018,               ctr_name = \"Brazil\",              weight_by = c(\"refugees\", \"oip\"))"},{"path":[]},{"path":"/articles/unhcr-programme.html","id":"show-partnership","dir":"Articles","previous_headings":"Using iati::dataParticipating_org","what":"Show partnership","title":"UNHCR Programme","text":"organisations partner together?","code":"show_partnership(year = 2022,            ctr_name = \"Brazil\" )"},{"path":[]},{"path":"/articles/unhcr-programme.html","id":"show_sectors","dir":"Articles","previous_headings":"Using iati::dataSector","what":"show_sectors","title":"UNHCR Programme","text":"funded sectors per country (Expenditure evolution per impact /outcome area)?","code":"knitr::kable( iati::dataSector |>                  dplyr::select( sector_vocabulary_name, sector_vocabulary_description) |>                 dplyr::distinct() |>                 dplyr::filter(!(is.na(sector_vocabulary_name)))) show_sectors(   year =  c(2020, 2021, 2022),    ctr_name = \"Brazil\",   sector_vocabulary_name = \"Reporting Organisation\") show_sectors(   year = 2022,    ctr_name = \"Brazil\",   sector_vocabulary_name = \"Reporting Organisation 2\") show_sectors(   year = c(2020, 2021, 2022),     ctr_name = \"Brazil\",   sector_vocabulary_name = \"Reporting Organisation 2\") show_sectors(   year = c(2017,2018,2019,2020,2021, 2022),    ctr_name = \"Brazil\",   sector_vocabulary_name = \"Humanitarian Global Clusters (Inter-Agency Standing Committee)\") show_sectors(   year = c(2017,2018,2019,2020,2021, 2022),    ctr_name = \"Brazil\",   sector_vocabulary_name = \"OECD DAC CRS Purpose Codes (5 digit)\")"},{"path":"/articles/unhcr-programme.html","id":"show_sectors_rbm","dir":"Articles","previous_headings":"Using iati::dataSector","what":"show_sectors_rbm","title":"UNHCR Programme","text":"","code":"show_sectors_rbm( year =  c(2017, 2018, 2019, 2020, 2021, 2022),               ctr_name = \"Brazil\")"},{"path":[]},{"path":"/articles/unhcr-programme.html","id":"show_indicators","dir":"Articles","previous_headings":"Using iati::dataResult","what":"show_indicators","title":"UNHCR Programme","text":"much indicators relate target baseline?","code":"show_indicators(year = 2022,                ctr_name = \"Brazil\",               result_type_name = \"Outcome\",              type = \"deviation\"              ) show_indicators(year = 2022,                ctr_name = \"Brazil\",               result_type_name = \"Impact\",              type = \"deviation\"              ) show_indicators(year = 2019,                ctr_name = \"Brazil\",               result_type_name = \"Output\",              type = \"deviation\"              ) show_indicators(year = 2022,                ctr_name = \"Brazil\",               result_type_name = \"Outcome\",              type = \"progress\"              ) show_indicators(year = 2022,                ctr_name = \"Brazil\",               result_type_name = \"Impact\",              type = \"progress\"              ) show_indicators(year = 2019,                ctr_name = \"Brazil\",               result_type_name = \"Output\",              type = \"progress\"              )"},{"path":"/articles/unhcr-programme.html","id":"show_indicators_time","dir":"Articles","previous_headings":"Using iati::dataResult","what":"show_indicators_time","title":"UNHCR Programme","text":"","code":"show_indicators_time(year = 2020,                ctr_name = \"Brazil\",               result_type_name = \"Outcome\",              type = \"deviation\"              ) show_indicators_time(year =  2020,               ctr_name = \"Brazil\",               result_type_name = \"Impact\",              type = \"deviation\"              ) show_indicators_time(year =  2020,                ctr_name = \"Brazil\",               result_type_name = \"Output\",              type = \"deviation\"              ) show_indicators_time(year =  2020,               ctr_name = \"Brazil\",               result_type_name = \"Outcome\",              type = \"progress\"              ) show_indicators_time(year =  2020,               ctr_name = \"Brazil\",               result_type_name = \"Impact\",              type = \"progress\"              ) show_indicators_time(year =  2020,               ctr_name = \"Brazil\",               result_type_name = \"Output\",              type = \"progress\"              )"},{"path":[]},{"path":"/articles/unhcr-programme.html","id":"template_prez","dir":"Articles","previous_headings":"Template","what":"template_prez","title":"UNHCR Programme","text":"","code":"## generate for one country # iati::template_prez(year = 2022,  #                     ctr_name = \"Brazil\", #                     folder = \"dev/Prez\")  # ## Generate for all operation specific region # region <- \"The Americas\" #  # countries <- iati::dataActivity |>  #        dplyr::filter( unhcr_region ==  region) |> #        dplyr::select(ctr_name) |> #        dplyr::distinct() |> #        dplyr::pull() #  # for ( ctr in countries) { #     cat(paste0(ctr, \"\\n\")) #     iati::template_prez(year = 2022,  #                     ctr_name = ctr, #                     folder = \"dev/Prez\")  }"},{"path":"/authors.html","id":null,"dir":"","previous_headings":"","what":"Authors","title":"Authors and Citation","text":"Edouard Legoupil. Author, maintainer. Matheus Soldi Hardt. Author. Hisham Galal. Author.","code":""},{"path":"/authors.html","id":"citation","dir":"","previous_headings":"","what":"Citation","title":"Authors and Citation","text":"Legoupil E, Soldi Hardt M, Galal H (2024). iati: UNHCR IATI Data Crunching. R package version 0.1.1, https://unhcr-americas.github.io/iati/docs/.","code":"@Manual{,   title = {iati: UNHCR IATI Data Crunching},   author = {Edouard Legoupil and Matheus {Soldi Hardt} and Hisham Galal},   year = {2024},   note = {R package version 0.1.1},   url = {https://unhcr-americas.github.io/iati/docs/}, }"},{"path":[]},{"path":"/index.html","id":"objective","dir":"","previous_headings":"","what":"Objective","title":"UNHCR IATI Data Crunching","text":"data package UNHCR contribution International Aid Transparency Initiative (IATI) aims : reshaping IATI extraction complex xml file structure user-friendly tabular format necessary look-code tables offer easy consume documentation data structure provide built-ggplot2 visualization, aka “chart library” around high level key questions UNHCR programme. visualizations can integrated Operation Situation Analysis Protection Monitoring Analysis.","code":""},{"path":"/index.html","id":"install","dir":"","previous_headings":"","what":"Install","title":"UNHCR IATI Data Crunching","text":"","code":"# install.packages(\"pak\") pak::pkg_install(\"unhcr-americas/iati\")"},{"path":"/index.html","id":"context","dir":"","previous_headings":"","what":"Context","title":"UNHCR IATI Data Crunching","text":"Extracting information IATI can assist governments plan manage budgets; parliamentarians citizens better hold governments accountable; community-based organisations influence resources used; journalists, researchers activists investigate use impact resources. Information Global Focus translated IATI open data standard published using UNHCR’s IATI identifier: XM-DAC-41121. overview publication process accessible IATI Dashboard. Every UNHCR operation world-wide reported year 2016. includes financial information (budget, contributions, disbursements expenditure), office locations, results various levels activity. Activities 2019 onwards published soon possible become available. current package updated much possible….","code":""},{"path":"/index.html","id":"what-is-iati","dir":"","previous_headings":"Context","what":"What is IATI?","title":"UNHCR IATI Data Crunching","text":"Launched Accra 2008, International Aid Transparency Initiative (IATI) multi-stakeholder initiative international open data standard aims improve transparency openness development humanitarian activities. 2016 Humanitarian grand Bargain, multiple organisations also committed “Publish timely, transparent, harmonised open high-quality data humanitarian funding within two years World Humanitarian Summit Istanbul” noting parties “consider IATI provide basis purpose common standard.” IATI provides mechanism regular, automated publication open data financial flows also enables organizations publish information project programming activities, including information monitoring, evaluation results. Overall, 1000+ humanitarian development organisations, including government donors, multilateral UN agencies international local NGOs currently use IATI Standard publish information funds , money goes impact outcome activities. use IATI Humanitarian actors among commitment grand bargain presented dedicated portal. International Aid Transparency Initiative (IATI) data trace aid flows donor treasuries final end use. IATI designed people can trace development spending flows development implementation chain, one organization organizations, right final stage chain: spending goods services. Traceability IATI works following money flows organization organization development implementation chain. Provided organizations publish information, possible assess much total funding beginning implementation chain spent goods services, money spent. Data published IATI published activity units, core building blocks data. Activities usually projects, can unit development cooperation defined publisher, program contract. Typically,entire donor country program made number activities. activity given unique identifier contains details incoming outgoing transactions. transaction also unique identifier contains data covering,among things,date, value, description, details provider receivers funds. classified one three categories. Disbursement: Outgoing funds placed disposal recipient government organization, funds transferred two separately reported activities. IATI traceability standards recipient disbursement also required report activities IATI. Expenditure: Outgoing funds spent directly goods services activity. recipients expenditures fall outside IATI traceability standards considered end implementation chain. Therefore, expenditure provided non-country-based organization considered funds `reaching country. Incoming fund: Funds received activity, can external internal source. Organisations can different roles IATI (segregated different “Organisation Types”): * Reporting Organisations, .e. organisations voluntarily reporting aid projects * Implementations organisations, actually implements activity. main concept summarized table IFRC IATI Feasibility Study - see also Appendices  diagram provides also summary main topics covered IATI:","code":""},{"path":"/index.html","id":"key-visualisation-on-unhcr-programme-in-the-library-work-in-progress","dir":"","previous_headings":"Context","what":"Key Visualisation on UNHCR Programme in the library (work-in-progress)","title":"UNHCR IATI Data Crunching","text":"funded sectors per country (Expenditure evolution per impact /outcome area)? main donors country terms number projects /total budget? main implementing partners country terms number projects /total budget? ’s breakdown Earmarking Type (Un-earmarked, Tightly earmarked, etc.) Donor Funds Year? ’s level partnership organisations implementing projects? much expenditures compare initial budget (weighted # PoCs / GPP country)? much indicators evolve time thresholds?","code":""},{"path":"/index.html","id":"out-of-scope-humanitarian-funding-at-large","dir":"","previous_headings":"Context","what":"Out of Scope: Humanitarian Funding at large","title":"UNHCR IATI Data Crunching","text":"package includes UNHCR Data, following questions can adressed: share funds received different UN Agencies (UNICEF, WFP, IOM, UNDP, UNOCHA)? much donors balance resources different humanitarian crisis? much donors allocate budget humanitarian development programmes devoted displacement crisis key donors/region much donors funding goes migratory vs refugee issues? ’s share ODA (Official Development Assistance) among total flow foreign aid per country? ’s share ODA going benefit refugees? (can complement measurement Global Refugee Compact Indicators related ODA) share ODA allocated national actors? ’s share Humanitarian assistance within total ODA?","code":""},{"path":"/index.html","id":"contribute","dir":"","previous_headings":"","what":"Contribute","title":"UNHCR IATI Data Crunching","text":"package includes different tables (data, code & reference) together series visualization functions, aka “chart library”“, (show) based ggplot2 package built help fusen package allow easily maintain consistent documentation single notebook.","code":"fusen::inflate(flat_file = \"dev/dev_unhcr_programme.Rmd\", vignette_name = \"UNHCR Programme\")"},{"path":"/reference/activity.html","id":null,"dir":"Reference","previous_headings":"","what":"activity — activity","title":"activity — activity","text":"Records activities since UNHCR Programme 2016 IATI format","code":""},{"path":"/reference/activity.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"activity — activity","text":"","code":"activity"},{"path":"/reference/activity.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"activity — activity","text":"data frame 825 rows 45 variables: iati_identifier character globally unique identifier activity. reporting_org character organisation issuing report. May primary source (reporting activity donor, implementing agency, etc) secondary source (reporting activities another organisation). reporting_org_ref character Machine-readable identification string organisation issuing report. Must format RegistrationAgency-RegistrationNumber RegistrationAgency valid code Organisation Registration Agency code list RegistrationNumber valid identifier issued RegistrationAgency. reporting_org_type character type organisation issuing report. See IATI codelist values. reporting_org_secondary_reporter logical flag indicating reporting organisation activity acting secondary reporter. secondary reporter one reproduces data activities organisation directly responsible. include publisher officially assigned proxy report behalf another. title_eng character short, human-readable title contains meaningful summary activity. English title_fr character short, human-readable title contains meaningful summary activity. French title_es character short, human-readable title contains meaningful summary activity. Spanish title_zh character short, human-readable title contains meaningful summary activity. Chinese title_ru character short, human-readable title contains meaningful summary activity. Russian title_ar character short, human-readable title contains meaningful summary activity. Arabic description_type_1 character type description provided. required one general description activity reported. description_eng_1 character Description type 1 - English descriptionv_fr_1 character Description type 1 - French description_type_2 character COLUMN_DESCRIPTION description_eng_2 character COLUMN_DESCRIPTION descriptionv_fr_2 character COLUMN_DESCRIPTION activity_status_code double COLUMN_DESCRIPTION activity_date_1 date COLUMN_DESCRIPTION activity_date_type_1 double COLUMN_DESCRIPTION activity_date_2 date COLUMN_DESCRIPTION activity_date_type_2 double COLUMN_DESCRIPTION activity_date_3 date COLUMN_DESCRIPTION activity_date_type_3 double COLUMN_DESCRIPTION activity_date_4 date COLUMN_DESCRIPTION activity_date_type_4 double COLUMN_DESCRIPTION contact_info_type character COLUMN_DESCRIPTION contact_info_org character COLUMN_DESCRIPTION contact_info_email character COLUMN_DESCRIPTION contact_info_website character COLUMN_DESCRIPTION contact_info_mailing_address character COLUMN_DESCRIPTION activity_scope_code double COLUMN_DESCRIPTION recipient_country_code character COLUMN_DESCRIPTION recipient_country_pct logical COLUMN_DESCRIPTION recipient_country logical COLUMN_DESCRIPTION recipient_region_code double COLUMN_DESCRIPTION recipient_region_vocabulary double COLUMN_DESCRIPTION recipient_region_vocabulary_url character COLUMN_DESCRIPTION recipient_region_pct logical COLUMN_DESCRIPTION recipient_region character COLUMN_DESCRIPTION collaboration_type_code double type collaboration involved activity’s disbursements, e.g. “bilateral” “multilateral”. default_flow_type_code double COLUMN_DESCRIPTION default_finance_type_code double COLUMN_DESCRIPTION default_tied_status_code double COLUMN_DESCRIPTION capital_spend double COLUMN_DESCRIPTION","code":""},{"path":"/reference/activity.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"activity — activity","text":"https://iatistandard.org/en/iati-standard/203/activity-standard/iati-activities/iati-activity/","code":""},{"path":"/reference/activity.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"activity — activity","text":"","code":"{ knitr::kable(head(activity, 10)) } #>  #>  #> |iati_identifier           |reporting_org                                         |reporting_org_ref | reporting_org_type|reporting_org_secondary_reporter |title_eng                                                   |title_fr                                                       |title_es |title_zh |title_ru |title_ar | description_type_1|description_eng_1                                                                                                                           |descriptionv_fr_1                                                                                                                                                | description_type_2|description_eng_2                                                                                                                                                                                   |descriptionv_fr_2                                                                                                                                                                                                                                                       | activity_status_code|activity_date_1 | activity_date_type_1|activity_date_2 | activity_date_type_2|activity_date_3 | activity_date_type_3|activity_date_4 | activity_date_type_4|contact_info_type |contact_info_org                                      |contact_info_email |contact_info_website  |contact_info_mailing_address                      | activity_scope_code|recipient_country_code |recipient_country_pct |recipient_country | recipient_region_code| recipient_region_vocabulary|recipient_region_vocabulary_url         |recipient_region_pct |recipient_region             | collaboration_type_code| default_flow_type_code| default_finance_type_code| default_tied_status_code| capital_spend| #> |:-------------------------|:-----------------------------------------------------|:-----------------|------------------:|:--------------------------------|:-----------------------------------------------------------|:--------------------------------------------------------------|:--------|:--------|:--------|:--------|------------------:|:-------------------------------------------------------------------------------------------------------------------------------------------|:----------------------------------------------------------------------------------------------------------------------------------------------------------------|------------------:|:---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|--------------------:|:---------------|--------------------:|:---------------|--------------------:|:---------------|--------------------:|:---------------|--------------------:|:-----------------|:-----------------------------------------------------|:------------------|:---------------------|:-------------------------------------------------|-------------------:|:----------------------|:---------------------|:-----------------|---------------------:|---------------------------:|:---------------------------------------|:--------------------|:----------------------------|-----------------------:|----------------------:|-------------------------:|------------------------:|-------------:| #> |XM-DAC-41121-2016         |United Nations High Commissioner for Refugees (UNHCR) |XM-DAC-41121      |                 40|NA                               |UNHCR - The UN Refugee Agency (2016)                        |UNHCR - L'Agence des Nations Unies pour les réfugiés (2016)    |NA       |NA       |NA       |NA       |                  1|This is the overall activity for 2016 UNHCR operations.                                                                                     |Celle-ci est l'activité globale des opérations du HCR en 2016.                                                                                                   |                  3|UNHCR, the UN Refugee Agency, is a global organisation dedicated to saving lives, protecting rights and building a better future for refugees, forcibly displaced communities and stateless people. |Le HCR, l'Agence des Nations Unies pour les réfugiés, est une organisation internationale qui a pour mission de sauver des vies, de protéger les droits des réfugiés et de construire un avenir meilleur pour les réfugiés, les communautés déplacées et les apatrides. |                    4|2016-12-31      |                    4|2016-01-01      |                    2|2016-01-01      |                    1|2016-12-31      |                    3|1                 |United Nations High Commissioner for Refugees (UNHCR) |IATI@unhcr.org     |http://www.unhcr.org/ |Case Postale 2500, CH-1211 Genève 2 Dépôt, Suisse |                   1|NA                     |NA                    |NA                |                     1|                           2|NA                                      |NA                   |World                        |                       4|                     10|                       110|                        5|             0| #> |XM-DAC-41121-2016-AFR     |United Nations High Commissioner for Refugees (UNHCR) |XM-DAC-41121      |                 40|NA                               |UNHCR operations in Africa (2016)                           |Opérations du HCR en Afrique (2016)                            |NA       |NA       |NA       |NA       |                  1|This activity shows details of the UNHCR operations in Africa for 2016 including broadly earmarked contributions.                           |Cette activité montre les détails des opérations du HCR en Afrique pour 2016, y compris les financements affectés au niveau régional.                            |                  3|UNHCR, the UN Refugee Agency, is a global organisation dedicated to saving lives, protecting rights and building a better future for refugees, forcibly displaced communities and stateless people. |Le HCR, l'Agence des Nations Unies pour les réfugiés, est une organisation internationale qui a pour mission de sauver des vies, de protéger les droits des réfugiés et de construire un avenir meilleur pour les réfugiés, les communautés déplacées et les apatrides. |                    4|2016-01-01      |                    1|2016-01-01      |                    2|2016-12-31      |                    3|2016-12-31      |                    4|1                 |United Nations High Commissioner for Refugees (UNHCR) |IATI@unhcr.org     |http://www.unhcr.org/ |Case Postale 2500, CH-1211 Genève 2 Dépôt, Suisse |                   2|NA                     |NA                    |NA                |                    NA|                          99|http://www.unhcr.org/where-we-work.html |NA                   |Africa                       |                       4|                     10|                       110|                        5|             0| #> |XM-DAC-41121-2016-AME     |United Nations High Commissioner for Refugees (UNHCR) |XM-DAC-41121      |                 40|NA                               |UNHCR operations in the Americas (2016)                     |Opérations du HCR dans les Amériques (2016)                    |NA       |NA       |NA       |NA       |                  1|This activity shows details of the UNHCR operations in the Americas for 2016 including broadly earmarked contributions.                     |Cette activité montre les détails des opérations du HCR dans les Amériques pour 2016, y compris les financements affectés au niveau régional.                    |                  3|UNHCR, the UN Refugee Agency, is a global organisation dedicated to saving lives, protecting rights and building a better future for refugees, forcibly displaced communities and stateless people. |Le HCR, l'Agence des Nations Unies pour les réfugiés, est une organisation internationale qui a pour mission de sauver des vies, de protéger les droits des réfugiés et de construire un avenir meilleur pour les réfugiés, les communautés déplacées et les apatrides. |                    4|2016-01-01      |                    1|2016-01-01      |                    2|2016-12-31      |                    3|2016-12-31      |                    4|1                 |United Nations High Commissioner for Refugees (UNHCR) |IATI@unhcr.org     |http://www.unhcr.org/ |Case Postale 2500, CH-1211 Genève 2 Dépôt, Suisse |                   2|NA                     |NA                    |NA                |                    NA|                          99|http://www.unhcr.org/where-we-work.html |NA                   |The Americas                 |                       4|                     10|                       110|                        5|             0| #> |XM-DAC-41121-2016-ASO     |United Nations High Commissioner for Refugees (UNHCR) |XM-DAC-41121      |                 40|NA                               |UNHCR operations in Asia and the Pacific (2016)             |Opérations du HCR en Asie et dans le Pacifique (2016)          |NA       |NA       |NA       |NA       |                  1|This activity shows details of the UNHCR operations in Asia and the Pacific for 2016 including broadly earmarked contributions.             |Cette activité montre les détails des opérations du HCR en Asie et dans le Pacifique pour 2016, y compris les financements affectés au niveau régional.          |                  3|UNHCR, the UN Refugee Agency, is a global organisation dedicated to saving lives, protecting rights and building a better future for refugees, forcibly displaced communities and stateless people. |Le HCR, l'Agence des Nations Unies pour les réfugiés, est une organisation internationale qui a pour mission de sauver des vies, de protéger les droits des réfugiés et de construire un avenir meilleur pour les réfugiés, les communautés déplacées et les apatrides. |                    4|2016-12-31      |                    4|2016-01-01      |                    1|2016-12-31      |                    3|2016-01-01      |                    2|1                 |United Nations High Commissioner for Refugees (UNHCR) |IATI@unhcr.org     |http://www.unhcr.org/ |Case Postale 2500, CH-1211 Genève 2 Dépôt, Suisse |                   2|NA                     |NA                    |NA                |                    NA|                          99|http://www.unhcr.org/where-we-work.html |NA                   |Asia and the Pacific         |                       4|                     10|                       110|                        5|             0| #> |XM-DAC-41121-2016-EUR     |United Nations High Commissioner for Refugees (UNHCR) |XM-DAC-41121      |                 40|NA                               |UNHCR operations in Europe (2016)                           |Opérations du HCR en Europe (2016)                             |NA       |NA       |NA       |NA       |                  1|This activity shows details of the UNHCR operations in Europe for 2016 including including broadly earmarked contributions.                 |Cette activité montre les détails des opérations du HCR en Europe pour 2016, y compris les financements affectés au niveau régional.                             |                  3|UNHCR, the UN Refugee Agency, is a global organisation dedicated to saving lives, protecting rights and building a better future for refugees, forcibly displaced communities and stateless people. |Le HCR, l'Agence des Nations Unies pour les réfugiés, est une organisation internationale qui a pour mission de sauver des vies, de protéger les droits des réfugiés et de construire un avenir meilleur pour les réfugiés, les communautés déplacées et les apatrides. |                    4|2016-01-01      |                    2|2016-12-31      |                    4|2016-01-01      |                    1|2016-12-31      |                    3|1                 |United Nations High Commissioner for Refugees (UNHCR) |IATI@unhcr.org     |http://www.unhcr.org/ |Case Postale 2500, CH-1211 Genève 2 Dépôt, Suisse |                   2|NA                     |NA                    |NA                |                    NA|                          99|http://www.unhcr.org/where-we-work.html |NA                   |Europe                       |                       4|                     10|                       110|                        5|             0| #> |XM-DAC-41121-2016-MENA    |United Nations High Commissioner for Refugees (UNHCR) |XM-DAC-41121      |                 40|NA                               |UNHCR operations in the Middle East and North Africa (2016) |Opérations du HCR au Moyen-Orient et au Afrique du Nord (2016) |NA       |NA       |NA       |NA       |                  1|This activity shows details of the UNHCR operations in the Middle East and North Africa for 2016 including broadly earmarked contributions. |Cette activité montre les détails des opérations du HCR au Moyen-Orient et au Afrique du Nord pour 2016, y compris les financements affectés au niveau régional. |                  3|UNHCR, the UN Refugee Agency, is a global organisation dedicated to saving lives, protecting rights and building a better future for refugees, forcibly displaced communities and stateless people. |Le HCR, l'Agence des Nations Unies pour les réfugiés, est une organisation internationale qui a pour mission de sauver des vies, de protéger les droits des réfugiés et de construire un avenir meilleur pour les réfugiés, les communautés déplacées et les apatrides. |                    4|2016-01-01      |                    1|2016-12-31      |                    4|2016-01-01      |                    2|2016-12-31      |                    3|1                 |United Nations High Commissioner for Refugees (UNHCR) |IATI@unhcr.org     |http://www.unhcr.org/ |Case Postale 2500, CH-1211 Genève 2 Dépôt, Suisse |                   2|NA                     |NA                    |NA                |                    NA|                          99|http://www.unhcr.org/where-we-work.html |NA                   |Middle East and North Africa |                       4|                     10|                       110|                        5|             0| #> |XM-DAC-41121-2016-AFR-AGO |United Nations High Commissioner for Refugees (UNHCR) |XM-DAC-41121      |                 40|NA                               |UNHCR Operation in Angola (2016)                            |L'opération du HCR en Angola (2016)                            |NA       |NA       |NA       |NA       |                  1|This activity shows details of the UNHCR operation in Angola for 2016 including the budget, funding, expenditure and results.               |Cette activité montre les détails de l'opération du HCR en Angola pour 2016, y compris le budget, les financements, les dépenses et les résultats.               |                  3|UNHCR, the UN Refugee Agency, is a global organisation dedicated to saving lives, protecting rights and building a better future for refugees, forcibly displaced communities and stateless people. |Le HCR, l'Agence des Nations Unies pour les réfugiés, est une organisation internationale qui a pour mission de sauver des vies, de protéger les droits des réfugiés et de construire un avenir meilleur pour les réfugiés, les communautés déplacées et les apatrides. |                    4|2016-12-31      |                    4|2016-01-01      |                    2|2016-01-01      |                    1|2016-12-31      |                    3|1                 |United Nations High Commissioner for Refugees (UNHCR) |IATI@unhcr.org     |http://www.unhcr.org/ |Case Postale 2500, CH-1211 Genève 2 Dépôt, Suisse |                   4|AO                     |NA                    |NA                |                    NA|                          NA|NA                                      |NA                   |NA                           |                       4|                     10|                       110|                        5|             0| #> |XM-DAC-41121-2016-AFR-BDI |United Nations High Commissioner for Refugees (UNHCR) |XM-DAC-41121      |                 40|NA                               |UNHCR Operation in Burundi (2016)                           |L'opération du HCR au Burundi (2016)                           |NA       |NA       |NA       |NA       |                  1|This activity shows details of the UNHCR operation in Burundi for 2016 including the budget, funding, expenditure and results.              |Cette activité montre les détails de l'opération du HCR au Burundi pour 2016, y compris le budget, les financements, les dépenses et les résultats.              |                  3|UNHCR, the UN Refugee Agency, is a global organisation dedicated to saving lives, protecting rights and building a better future for refugees, forcibly displaced communities and stateless people. |Le HCR, l'Agence des Nations Unies pour les réfugiés, est une organisation internationale qui a pour mission de sauver des vies, de protéger les droits des réfugiés et de construire un avenir meilleur pour les réfugiés, les communautés déplacées et les apatrides. |                    4|2016-01-01      |                    1|2016-12-31      |                    4|2016-01-01      |                    2|2016-12-31      |                    3|1                 |United Nations High Commissioner for Refugees (UNHCR) |IATI@unhcr.org     |http://www.unhcr.org/ |Case Postale 2500, CH-1211 Genève 2 Dépôt, Suisse |                   4|BI                     |NA                    |NA                |                    NA|                          NA|NA                                      |NA                   |NA                           |                       4|                     10|                       110|                        5|             0| #> |XM-DAC-41121-2016-AFR-BFA |United Nations High Commissioner for Refugees (UNHCR) |XM-DAC-41121      |                 40|NA                               |UNHCR Operation in Burkina Faso (2016)                      |L'opération du HCR au Burkina Faso (2016)                      |NA       |NA       |NA       |NA       |                  1|This activity shows details of the UNHCR operation in Burkina Faso for 2016 including the budget, funding, expenditure and results.         |Cette activité montre les détails de l'opération du HCR au Burkina Faso pour 2016, y compris le budget, les financements, les dépenses et les résultats.         |                  3|UNHCR, the UN Refugee Agency, is a global organisation dedicated to saving lives, protecting rights and building a better future for refugees, forcibly displaced communities and stateless people. |Le HCR, l'Agence des Nations Unies pour les réfugiés, est une organisation internationale qui a pour mission de sauver des vies, de protéger les droits des réfugiés et de construire un avenir meilleur pour les réfugiés, les communautés déplacées et les apatrides. |                    4|2016-01-01      |                    1|2016-12-31      |                    4|2016-12-31      |                    3|2016-01-01      |                    2|1                 |United Nations High Commissioner for Refugees (UNHCR) |IATI@unhcr.org     |http://www.unhcr.org/ |Case Postale 2500, CH-1211 Genève 2 Dépôt, Suisse |                   4|BF                     |NA                    |NA                |                    NA|                          NA|NA                                      |NA                   |NA                           |                       4|                     10|                       110|                        5|             0| #> |XM-DAC-41121-2016-AFR-BWA |United Nations High Commissioner for Refugees (UNHCR) |XM-DAC-41121      |                 40|NA                               |UNHCR Operation in Botswana (2016)                          |L'opération du HCR au Botswana (2016)                          |NA       |NA       |NA       |NA       |                  1|This activity shows details of the UNHCR operation in Botswana for 2016 including the budget, funding, expenditure and results.             |Cette activité montre les détails de l'opération du HCR au Botswana pour 2016, y compris le budget, les financements, les dépenses et les résultats.             |                  3|UNHCR, the UN Refugee Agency, is a global organisation dedicated to saving lives, protecting rights and building a better future for refugees, forcibly displaced communities and stateless people. |Le HCR, l'Agence des Nations Unies pour les réfugiés, est une organisation internationale qui a pour mission de sauver des vies, de protéger les droits des réfugiés et de construire un avenir meilleur pour les réfugiés, les communautés déplacées et les apatrides. |                    4|2016-01-01      |                    1|2016-01-01      |                    2|2016-12-31      |                    3|2016-12-31      |                    4|1                 |United Nations High Commissioner for Refugees (UNHCR) |IATI@unhcr.org     |http://www.unhcr.org/ |Case Postale 2500, CH-1211 Genève 2 Dépôt, Suisse |                   4|BW                     |NA                    |NA                |                    NA|                          NA|NA                                      |NA                   |NA                           |                       4|                     10|                       110|                        5|             0|"},{"path":"/reference/budget.html","id":null,"dir":"Reference","previous_headings":"","what":"Budget — budget","title":"Budget — budget","text":"DATASET_DESCRIPTION","code":""},{"path":"/reference/budget.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Budget — budget","text":"","code":"budget"},{"path":"/reference/budget.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"Budget — budget","text":"data frame 840 rows 8 variables: iati_identifier character globally unique identifier activity. budget_type character COLUMN_DESCRIPTION budget_status character COLUMN_DESCRIPTION budget_period_start character COLUMN_DESCRIPTION budget_period_end character COLUMN_DESCRIPTION budget_currency character COLUMN_DESCRIPTION budget_value_date character COLUMN_DESCRIPTION budget_value character COLUMN_DESCRIPTION","code":""},{"path":"/reference/budget.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"Budget — budget","text":"https://iatistandard.org/en/iati-standard/203/","code":""},{"path":"/reference/budget.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Budget — budget","text":"","code":"{ knitr::kable(head(budget, 10)) } #>  #>  #> |iati_identifier             |budget_type |budget_status |budget_period_start |budget_period_end |budget_currency |budget_value_date |budget_value | #> |:---------------------------|:-----------|:-------------|:-------------------|:-----------------|:---------------|:-----------------|:------------| #> |XM-DAC-41121-2016-AFR-AGO   |NA          |NA            |2016-01-01          |2016-12-31        |USD             |2017-06-15        |3721489.92   | #> |XM-DAC-41121-2016-AFR-BDI   |NA          |NA            |2016-01-01          |2016-12-31        |USD             |2017-06-15        |34538841.62  | #> |XM-DAC-41121-2016-AFR-BFA   |NA          |NA            |2016-01-01          |2016-12-31        |USD             |2017-06-15        |21679175.82  | #> |XM-DAC-41121-2016-AFR-BWA   |NA          |NA            |2016-01-01          |2016-12-31        |USD             |2017-06-15        |3333214.59   | #> |XM-DAC-41121-2016-AFR-CAF   |NA          |NA            |2016-01-01          |2016-12-31        |USD             |2017-06-15        |57558703.669 | #> |XM-DAC-41121-2016-AFR-CIV   |NA          |NA            |2016-01-01          |2016-12-31        |USD             |2017-06-15        |30785019.55  | #> |XM-DAC-41121-2016-AFR-CMR   |NA          |NA            |2016-01-01          |2016-12-31        |USD             |2017-06-15        |98624602.509 | #> |XM-DAC-41121-2016-AFR-CODRO |NA          |NA            |2016-01-01          |2016-12-31        |USD             |2017-06-15        |209710336.16 | #> |XM-DAC-41121-2016-AFR-COG   |NA          |NA            |2016-01-01          |2016-12-31        |USD             |2017-06-15        |32000000.31  | #> |XM-DAC-41121-2016-AFR-DJI   |NA          |NA            |2016-01-01          |2016-12-31        |USD             |2017-06-15        |31987830.36  |"},{"path":"/reference/codeActivityDateType.html","id":null,"dir":"Reference","previous_headings":"","what":"codeActivityDateType — codeActivityDateType","title":"codeActivityDateType — codeActivityDateType","text":"Types date activities. many different business models dates can used describe  start end activities. recommended publisher  adopts consistent approach provides users meaningful  indication lifespan activity.","code":""},{"path":"/reference/codeActivityDateType.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"codeActivityDateType — codeActivityDateType","text":"","code":"codeActivityDateType"},{"path":"/reference/codeActivityDateType.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"codeActivityDateType — codeActivityDateType","text":"data frame 4 rows 6 variables: code double code name character name description character description category double  category url character url status character status","code":""},{"path":"/reference/codeActivityDateType.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"codeActivityDateType — 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example the date of the first disbursement or when physical activity starts.                          |NA       |NA  |active | #> |    3|Planned End   |The date on which the activity is planned to end, for example the date of the last planned disbursement or when physical activity is complete. |NA       |NA  |active | #> |    4|Actual end    |The actual date the activity ends, for example the date of the last disbursement or when physical activity is complete.                        |NA       |NA  |active |"},{"path":"/reference/codeActivityScope.html","id":null,"dir":"Reference","previous_headings":"","what":"codeActivityScope — codeActivityScope","title":"codeActivityScope — codeActivityScope","text":"Geographic scope activity","code":""},{"path":"/reference/codeActivityScope.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"codeActivityScope — 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                                                                             |category |url |status | #> |----:|:-----------------------------------------------------|:-----------------------------------------------------------------------------------------------------------------------|:--------|:---|:------| #> |    1|Global                                                |The activity scope is global                                                                                            |NA       |NA  |active | #> |    2|Regional                                              |The activity scope is a supranational region                                                                            |NA       |NA  |active | #> |    3|Multi-national                                        |The activity scope covers multiple countries, that don't constitute a region                                            |NA       |NA  |active | #> |    4|National                                              |The activity scope covers one country                                                                                   |NA       |NA  |active | #> |    5|Sub-national: Multi-first-level administrative areas  |The activity scope covers more than one first-level subnational administrative areas (e.g. counties, provinces, states) |NA       |NA  |active | #> |    6|Sub-national: Single first-level administrative area  |The activity scope covers one first-level subnational administrative area (e.g. country, province, state)               |NA       |NA  |active | #> |    7|Sub-national: Single second-level administrative area |The activity scope covers one second-level subnational administrative area (e.g. municipality or district)              |NA       |NA  |active | #> |    8|Single location                                       |The activity scope covers one single location (e.g. town, village, farm)                                                |NA       |NA  |active 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codeActivityStatus","text":"https://iatistandard.org/en/iati-standard/203/codelists/","code":""},{"path":"/reference/codeActivityStatus.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"codeActivityStatus — codeActivityStatus","text":"","code":"{ knitr::kable(head(codeActivityStatus, 10)) } #>  #>  #> | code|name                    |description                                                                                                                            |category |url |status | #> |----:|:-----------------------|:--------------------------------------------------------------------------------------------------------------------------------------|:--------|:---|:------| #> |    1|Pipeline/identification |The activity is being scoped or planned                                                                                                |NA       |NA  |active | #> |    2|Implementation          |The activity is currently being implemented                                                                                            |NA       |NA  |active | #> |    3|Finalisation            |Physical activity is complete or the final disbursement has been made, but the activity remains open pending financial sign off or M&E |NA       |NA  |active | #> |    4|Closed                  |Physical activity is complete or the final disbursement has been made.                                                                 |NA       |NA  |active | #> |    5|Cancelled               |The activity has been cancelled                                                                                                        |NA       |NA  |active | #> |    6|Suspended               |The activity has been temporarily suspended                                                                                            |NA       |NA  |active |"},{"path":"/reference/codeAidType.html","id":null,"dir":"Reference","previous_headings":"","what":"codeAidType — codeAidType","title":"codeAidType — codeAidType","text":"See: http://www.oecd.org/dac/stats/dacandcrscodelists.htm","code":""},{"path":"/reference/codeAidType.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"codeAidType — codeAidType","text":"","code":"codeAidType"},{"path":"/reference/codeAidType.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"codeAidType — codeAidType","text":"data frame 18 rows 6 variables: code double code name character name description character description category double  category url character url status character status","code":""},{"path":"/reference/codeAidType.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"codeAidType — 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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            |category |url |status | #> |:----|:---------------------------------------------------------------------------------------|:--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:--------|:---|:------| #> |A01  |General budget support                                                                  |Unearmarked contributions to the government budget including funding to support the implementation of macroeconomic reforms (structural adjustment programmes, poverty reduction strategies). Budget support is a method of financing a recipient country’s budget through a transfer of resources from an external financing agency to the recipient government’s national treasury. The funds thus transferred are managed in accordance with the recipient’s budgetary procedures. Funds transferred to the national treasury for financing programmes or projects managed according to different budgetary procedures from those of the recipient country, with the intention of earmarking the resources for specific uses, are therefore excluded.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     |A        |NA  |active | #> |A02  |Sector budget support                                                                   |Sector budget support, like general budget support, is a financial contribution to a recipient government’s budget. However, in sector budget support, the dialogue between donors and partner governments focuses on sector-specific concerns, rather than on overall policy and budget priorities.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         |A        |NA  |active | #> |B01  |Core support to NGOs, other private bodies, PPPs and research institutes                |Funds are paid over to NGOs (local, national and international) for use at the latter’s discretion, and contribute to programmes and activities which NGOs have developed themselves, and which they implement on their own authority and responsibility. Core contributions to PPPs, funds paid over to foundations (e.g. philanthropic foundations), and contributions to research institutes (public and private) are also recorded here. Annex 2 of the DAC Directives provides a list of INGOs, PPPs and networks core contributions to which may be reported under B01. This list is not exclusive.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    |B        |NA  |active | #> |B02  |Core contributions to multilateral institutions                                         |These funds are classified as multilateral ODA (all other categories fall under bilateral ODA). The recipient multilateral institution pools contributions so that they lose their identity and become an integral part of its financial assets. See Annex 2 of the DAC Directives for a comprehensive list of agencies core contributions to which may be reported under B02 (Section I. Multilateral institutions).                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        |B        |NA  |active | #> |B03  |Contributions to specific-purpose programmes and funds managed by implementing partners |In addition to their core-funded operations, international organisations, NGOs, PPPs and networks, both in provider and in third countries, set up programmes and funds with a specific sectoral, thematic or geographical focus. Donors’ bilateral contributions to such programmes and funds are recorded here.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            |B        |NA  |active | #> |B04  |Basket funds/pooled funding                                                             |The donor contributes funds to an autonomous account, managed jointly with other donors and/or the recipient. The account will have specific purposes, modes of disbursement and accountability mechanisms, and a limited time frame. Basket funds are characterised by common project documents, common funding contracts and common reporting/audit procedures with all donors. Donors’ contributions to funds managed autonomously by international organisations are recorded under B03.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |B        |NA  |active | #> |C01  |Project-type interventions                                                              |A project is a set of inputs, activities and outputs, agreed with the partner country*, to reach specific objectives/outcomes within a defined time frame, with a defined budget and a defined geographical area. Projects can vary significantly in terms of objectives, complexity, amounts involved and duration. There are smaller projects that might involve modest financial resources and last only a few months, whereas large projects might involve more significant amounts, entail successive phases and last for many years. A large project with a number of different components is sometimes referred to as a programme, but should nevertheless be recorded here. Feasibility studies, appraisals and evaluations are included (whether designed as part of projects/programmes or dedicated funding arrangements). Academic studies, research and development, trainings, scholarships, and other technical assistance activities not directly linked to development projects/programmes should instead be recorded under D02. Aid channelled through NGOs or multilaterals is also recorded here. This includes payments for NGOs and multilaterals to implement donors’ projects and programmes, and funding of specified NGOs projects. By contrast, core funding of NGOs and multilaterals as well as contributions to specific-purpose funds are recorded under B.* In the cases of equity investments, humanitarian aid or aid channelled through NGOs, projects are recorded here even if there was no direct agreement between the donor and the partner country. |C        |NA  |active | #> |D01  |Donor country personnel                                                                 |Experts, consultants, teachers, academics, researchers, volunteers and contributions to public and private bodies for sending experts to developing countries.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               |D        |NA  |active | #> |D02  |Other technical assistance                                                              |Provision, outside projects as described in category C01, of technical assistance in recipient countries (excluding technical assistance performed by donor experts reported under D01, and scholarships/training in donor country reported under E01). This includes training and research; language training; south-south studies; research studies; collaborative research between donor and recipient universities and organisations); local scholarships; development-oriented social and cultural programmes. This category also covers ad hoc contributions such as conferences, seminars and workshops, exchange visits, publications, etc.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          |D        |NA  |active | #> |E01  |Scholarships/training in donor country                                                  |Financial aid awards for individual students and contributions to trainees.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  |E        |NA  |active |"},{"path":"/reference/codeAidTypeCategory.html","id":null,"dir":"Reference","previous_headings":"","what":"codeAidTypeCategory — codeAidTypeCategory","title":"codeAidTypeCategory — codeAidTypeCategory","text":"codelists exists group Aid Type codelist categories. used codelist right. External URL: http://www.oecd.org/dac/stats/dacandcrscodelists.htm","code":""},{"path":"/reference/codeAidTypeCategory.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"codeAidTypeCategory — codeAidTypeCategory","text":"","code":"codeAidTypeCategory"},{"path":"/reference/codeAidTypeCategory.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"codeAidTypeCategory — codeAidTypeCategory","text":"data frame 8 rows 6 variables: code double code name character name description character description category double  category url character url status character status","code":""},{"path":"/reference/codeAidTypeCategory.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"codeAidTypeCategory — codeAidTypeCategory","text":"https://iatistandard.org/en/iati-standard/203/codelists/","code":""},{"path":"/reference/codeAidTypeCategory.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"codeAidTypeCategory — codeAidTypeCategory","text":"","code":"{ knitr::kable(head(codeAidTypeCategory, 10)) } #>  #>  #> |code |name                                               |description                                                                                                                                                                                                                                                                                                                                                        |category |url |status | #> |:----|:--------------------------------------------------|:------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:--------|:---|:------| #> |A    |Budget support                                     |For contributions under this category, the donor relinquishes the exclusive control of its funds by sharing the responsibility with the recipient.                                                                                                                                                                                                                 |NA       |NA  |active | #> |B    |Core contributions and pooled programmes and funds |For contributions under this category, the donor relinquishes the exclusive control of its funds by sharing the responsibility with other stakeholders (other donors, NGOs, multilateral institutions, Public Private Partnerships). The category covers both core contributions (B01 and B02), and pooled contributions with a specific earmarking (B03 and B04). |NA       |NA  |active | #> |C    |Project-type interventions                         |N.B. Within this category, members able to do so are requested to report the aggregate amount used for financing donor experts/consultants on Table DAC11. Where the activity consists solely of experts’ costs, report under category D.                                                                                                                          |NA       |NA  |active | #> |D    |Experts and other technical assistance             |This category covers the provision, outside projects as described in category C, of know-how in the form of personnel, training and research.                                                                                                                                                                                                                      |NA       |NA  |active | #> |E    |Scholarships and student costs in donor countries  |NA                                                                                                                                                                                                                                                                                                                                                                 |NA       |NA  |active | #> |F    |Debt relief                                        |NA                                                                                                                                                                                                                                                                                                                                                                 |NA       |NA  |active | #> |G    |Administrative costs not included elsewhere        |NA                                                                                                                                                                                                                                                                                                                                                                 |NA       |NA  |active | #> |H    |Other in-donor expenditures                        |Groups a number of contributions that do not give rise to a cross-border flow.                                                                                                                                                                                                                                                                                     |NA       |NA  |active |"},{"path":"/reference/codeAidTypeVocabulary.html","id":null,"dir":"Reference","previous_headings":"","what":"codeAidTypeVocabulary — codeAidTypeVocabulary","title":"codeAidTypeVocabulary — codeAidTypeVocabulary","text":"AidTypeVocabulary codelist defines range external codelists provide codes descriptions aid type. Non-Core codelist.","code":""},{"path":"/reference/codeAidTypeVocabulary.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"codeAidTypeVocabulary — codeAidTypeVocabulary","text":"","code":"codeAidTypeVocabulary"},{"path":"/reference/codeAidTypeVocabulary.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"codeAidTypeVocabulary — codeAidTypeVocabulary","text":"data frame 4 rows 6 variables: code double code name character name description character description category double  category url character url status character status","code":""},{"path":"/reference/codeAidTypeVocabulary.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"codeAidTypeVocabulary — codeAidTypeVocabulary","text":"https://iatistandard.org/en/iati-standard/203/codelists/","code":""},{"path":"/reference/codeAidTypeVocabulary.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"codeAidTypeVocabulary — codeAidTypeVocabulary","text":"","code":"{ knitr::kable(head(codeAidTypeVocabulary, 10)) } #>  #>  #> | code|name                        |description                                                                                                                                         |category |url                                                                                              |status | #> |----:|:---------------------------|:---------------------------------------------------------------------------------------------------------------------------------------------------|:--------|:------------------------------------------------------------------------------------------------|:------| #> |    1|OECD DAC                    |List of codes provided by the OECD DAC used to distinguish types of aid                                                                             |NA       |http://reference.iatistandard.org/codelists/AidType/                                             |active | #> |    2|Earmarking Category         |This vocabulary has been created by IATI and is derived from the Grand Bargain Earmarking Modality codelist                                         |NA       |http://reference.iatistandard.org/codelists/EarmarkingCategory/                                  |active | #> |    3|Earmarking Modality         |Codes A to L replicated directly from Grand Bargain document found in Annex 1 (pg.16)                                                               |NA       |https://reliefweb.int/sites/reliefweb.int/files/resources/Grand_Bargain_final_22_May_FINAL-2.pdf |active | #> |    4|Cash and Voucher Modalities |This vocabulary has been created by IATI, following agreements and recommendations of the Tracking Cash and Voucher Assistance (CVA) Working Group. |NA       |http://reference.iatistandard.org/codelists/CashandVoucherModalities/                            |active |"},{"path":"/reference/codeBudgetIdentifier.html","id":null,"dir":"Reference","previous_headings":"","what":"codeBudgetIdentifier — codeBudgetIdentifier","title":"codeBudgetIdentifier — codeBudgetIdentifier","text":"IATI Functional Administrative Common Code : One several possible Budget Identifier Vocabularies. version 2.03 codelist deprecated.   Non-Core codelist.","code":""},{"path":"/reference/codeBudgetIdentifier.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"codeBudgetIdentifier — codeBudgetIdentifier","text":"","code":"codeBudgetIdentifier"},{"path":"/reference/codeBudgetIdentifier.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"codeBudgetIdentifier — codeBudgetIdentifier","text":"data frame 152 rows 6 variables: code double code name character name description character description category double  category url character url status character status","code":""},{"path":"/reference/codeBudgetIdentifier.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"codeBudgetIdentifier — codeBudgetIdentifier","text":"https://iatistandard.org/en/iati-standard/203/codelists/","code":""},{"path":"/reference/codeBudgetIdentifier.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"codeBudgetIdentifier — codeBudgetIdentifier","text":"","code":"{ knitr::kable(head(codeBudgetIdentifier, 10)) } #>  #>  #> |code  |name                                      |description | category|url |status | #> |:-----|:-----------------------------------------|:-----------|--------:|:---|:------| #> |1.1.1 |Executive - executive                     |NA          |      1.1|NA  |active | #> |1.2.1 |Legislative - legislative                 |NA          |      1.2|NA  |active | #> |1.3.1 |Accountability - macroeconomic policy     |NA          |      1.3|NA  |active | #> |1.3.2 |Accountability - budgeting                |NA          |      1.3|NA  |active | #> |1.3.3 |Accountability - planning                 |NA          |      1.3|NA  |active | #> |1.3.4 |Accountability - Treasury/Accounts        |NA          |      1.3|NA  |active | #> |1.3.5 |Accountability - debt and aid management  |NA          |      1.3|NA  |active | #> |1.3.6 |Accountability - tax policy               |NA          |      1.3|NA  |active | #> |1.3.7 |Accountability - tax collection           |NA          |      1.3|NA  |active | #> |1.3.8 |Accountability - local government finance |NA          |      1.3|NA  |active |"},{"path":"/reference/codeBudgetIdentifierSector.html","id":null,"dir":"Reference","previous_headings":"","what":"codeBudgetIdentifierSector — codeBudgetIdentifierSector","title":"codeBudgetIdentifierSector — codeBudgetIdentifierSector","text":"codelists exists group Budget Identifier codelist sectors. used codelist right.   Non-Core codelist.","code":""},{"path":"/reference/codeBudgetIdentifierSector.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"codeBudgetIdentifierSector — codeBudgetIdentifierSector","text":"","code":"codeBudgetIdentifierSector"},{"path":"/reference/codeBudgetIdentifierSector.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"codeBudgetIdentifierSector — codeBudgetIdentifierSector","text":"data frame 31 rows 6 variables: code double code name character name description character description category double  category url character url status character status","code":""},{"path":"/reference/codeBudgetIdentifierSector.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"codeBudgetIdentifierSector — codeBudgetIdentifierSector","text":"https://iatistandard.org/en/iati-standard/203/codelists/","code":""},{"path":"/reference/codeBudgetIdentifierSector.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"codeBudgetIdentifierSector — codeBudgetIdentifierSector","text":"","code":"{ knitr::kable(head(codeBudgetIdentifierSector, 10)) } #>  #>  #> | code|name                       |description | category|url |status | #> |----:|:--------------------------|:-----------|--------:|:---|:------| #> |  1.1|Executive                  |NA          |        1|NA  |active | #> |  1.2|Legislative                |NA          |        1|NA  |active | #> |  1.3|Accountability             |NA          |        1|NA  |active | #> |  1.4|External Affairs           |NA          |        1|NA  |active | #> |  1.5|General Personnel Services |NA          |        1|NA  |active | #> |  1.6|Statistics                 |NA          |        1|NA  |active | #> |  1.7|Other General Services     |NA          |        1|NA  |active | #> |  1.8|Elections                  |NA          |        1|NA  |active | #> |  2.1|Justice, Law and Order     |NA          |        2|NA  |active | #> |  2.2|Defence                    |NA          |        2|NA  |active |"},{"path":"/reference/codeBudgetStatus.html","id":null,"dir":"Reference","previous_headings":"","what":"codeBudgetStatus — codeBudgetStatus","title":"codeBudgetStatus — codeBudgetStatus","text":"Code denote described budget binding. Core codelist.","code":""},{"path":"/reference/codeBudgetStatus.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"codeBudgetStatus — codeBudgetStatus","text":"","code":"codeBudgetStatus"},{"path":"/reference/codeBudgetStatus.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"codeBudgetStatus — codeBudgetStatus","text":"data frame 2 rows 6 variables: code double COLUMN_DESCRIPTION name character COLUMN_DESCRIPTION description character COLUMN_DESCRIPTION category logical COLUMN_DESCRIPTION url logical COLUMN_DESCRIPTION status character COLUMN_DESCRIPTION","code":""},{"path":"/reference/codeBudgetStatus.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"codeBudgetStatus — codeBudgetStatus","text":"https://iatistandard.org/en/iati-standard/203/codelists/budgetstatus/","code":""},{"path":"/reference/codeBudgetType.html","id":null,"dir":"Reference","previous_headings":"","what":"codeBudgetType — codeBudgetType","title":"codeBudgetType — codeBudgetType","text":"Core codelist.","code":""},{"path":"/reference/codeBudgetType.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"codeBudgetType — codeBudgetType","text":"","code":"codeBudgetType"},{"path":"/reference/codeBudgetType.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"codeBudgetType — codeBudgetType","text":"data frame 2 rows 6 variables: code double COLUMN_DESCRIPTION name character COLUMN_DESCRIPTION description character COLUMN_DESCRIPTION category logical COLUMN_DESCRIPTION url logical COLUMN_DESCRIPTION status character COLUMN_DESCRIPTION","code":""},{"path":"/reference/codeBudgetType.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"codeBudgetType — codeBudgetType","text":"https://iatistandard.org/en/iati-standard/203/codelists/budgettype/","code":""},{"path":"/reference/codeCashandVoucherModalities.html","id":null,"dir":"Reference","previous_headings":"","what":"codeCashandVoucherModalities — codeCashandVoucherModalities","title":"codeCashandVoucherModalities — codeCashandVoucherModalities","text":"codelist created IATI following agreements recommendations Tracking Cash Voucher Assistance (CVA) Working Group. Definitions codes aligned CaLP Glossary:http://www.cashlearning.org/resources/glossary.   Non-Core codelist.","code":""},{"path":"/reference/codeCashandVoucherModalities.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"codeCashandVoucherModalities — codeCashandVoucherModalities","text":"","code":"codeCashandVoucherModalities"},{"path":"/reference/codeCashandVoucherModalities.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"codeCashandVoucherModalities — codeCashandVoucherModalities","text":"data frame 2 rows 6 variables: code double code name character name description character description category double  category url character url status character status","code":""},{"path":"/reference/codeCashandVoucherModalities.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"codeCashandVoucherModalities — codeCashandVoucherModalities","text":"https://iatistandard.org/en/iati-standard/203/codelists/","code":""},{"path":"/reference/codeCashandVoucherModalities.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"codeCashandVoucherModalities — codeCashandVoucherModalities","text":"","code":"{ knitr::kable(head(codeCashandVoucherModalities, 10)) } #>  #>  #> | code|name          |description                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                |category |url |status | #> |----:|:-------------|:----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:--------|:---|:------| #> |    1|Cash Transfer |The provision of assistance in the form of money - either physical currency or e-cash - to recipients (individuals, households or communities). Cash transfers are by definition unrestricted in terms of use and distinct from restricted modalities including vouchers and in-kind assistance.                                                                                                                                                                                                                                                                                                           |NA       |NA  |active | #> |    2|Voucher       |A paper, token or e-voucher that can be exchanged for a set quantity or value of goods or services, denominated either as a cash value (e.g. $15) or predetermined commodities (e.g. 5 kg maize) or specific services (e.g. milling of 5 kg of maize), or a combination of value and commodities. Vouchers are restricted by default, although the degree of restriction will vary based on the programme design and type of voucher. They are redeemable with preselected vendors or in ‘fairs’ created by the implementing agency. The terms vouchers, stamps, or coupons might be used interchangeably. |NA       |NA  |active |"},{"path":"/reference/codeCollaborationType.html","id":null,"dir":"Reference","previous_headings":"","what":"codeCollaborationType — codeCollaborationType","title":"codeCollaborationType — codeCollaborationType","text":"OECD DAC classification used determine character     resource flows (bilateral multilateral).   External URL: http://www.oecd.org/dac/stats/dacandcrscodelists.htm","code":""},{"path":"/reference/codeCollaborationType.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"codeCollaborationType — codeCollaborationType","text":"","code":"codeCollaborationType"},{"path":"/reference/codeCollaborationType.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"codeCollaborationType — codeCollaborationType","text":"data frame 7 rows 6 variables: code double code name character name description character description category double  category url character url status character status","code":""},{"path":"/reference/codeCollaborationType.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"codeCollaborationType — codeCollaborationType","text":"https://iatistandard.org/en/iati-standard/203/codelists/collaborationtype/","code":""},{"path":"/reference/codeCollaborationType.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"codeCollaborationType — codeCollaborationType","text":"","code":"{ knitr::kable(head(codeCollaborationType, 10)) } #>  #>  #> | code|name                                                                               |description                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          |category |url |status | #> |----:|:----------------------------------------------------------------------------------|:----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:--------|:---|:------| #> |    1|Bilateral                                                                          |NA                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   |NA       |NA  |active | #> |    2|Multilateral (inflows)                                                             |NA                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   |NA       |NA  |active | #> |    3|Bilateral, core contributions to NGOs and other private bodies / PPPs              |NA                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   |NA       |NA  |active | #> |    4|Multilateral outflows                                                              |NA                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   |NA       |NA  |active | #> |    6|Private Sector Outflows                                                            |NA                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   |NA       |NA  |active | #> |    7|Bilateral, ex-post reporting on NGOs’ activities funded through core contributions |NA                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   |NA       |NA  |active | #> |    8|Bilateral, triangular co-operation.                                                |Activities where one or more bilateral providers of development co-operation or international organisations support South-South co-operation, joining forces with developing countries to facilitate a sharing of knowledge and experience among all partners involved. (Activities that only involve bilateral providers or multilateral agencies without a South-South co-operation element (e.g. joint programming, pooled funding or delegated co-operation) should not be assigned bi_multi 8.) |NA       |NA  |active |"},{"path":"/reference/codeCountry.html","id":null,"dir":"Reference","previous_headings":"","what":"codeCountry — codeCountry","title":"codeCountry — codeCountry","text":"Country codelist generated ISO 3166-1 part  ISO 3166 standard. standard makes allowance, alongside   officially assigned codes, code elements expanded using   either reserved codes user-assigned codes.   IATI currently defines additional codes XA -XZ range.     External URL: http://www.iso.org/iso/home/standards/country_codes.htm","code":""},{"path":"/reference/codeCountry.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"codeCountry — codeCountry","text":"","code":"codeCountry"},{"path":"/reference/codeCountry.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"codeCountry — codeCountry","text":"data frame 251 rows 6 variables: code double code name character name description character description category double  category url character url status character status","code":""},{"path":"/reference/codeCountry.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"codeCountry — codeCountry","text":"https://iatistandard.org/en/iati-standard/203/codelists/","code":""},{"path":"/reference/codeCountry.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"codeCountry — codeCountry","text":"","code":"{ knitr::kable(head(codeCountry, 10)) } #>  #>  #> |code |name                |description |category |url |status | #> |:----|:-------------------|:-----------|:--------|:---|:------| #> |AF   |Afghanistan         |NA          |NA       |NA  |active | #> |AX   |Åland Islands       |NA          |NA       |NA  |active | #> |AL   |Albania             |NA          |NA       |NA  |active | #> |DZ   |Algeria             |NA          |NA       |NA  |active | #> |AS   |American Samoa      |NA          |NA       |NA  |active | #> |AD   |Andorra             |NA          |NA       |NA  |active | #> |AO   |Angola              |NA          |NA       |NA  |active | #> |AI   |Anguilla            |NA          |NA       |NA  |active | #> |AQ   |Antarctica          |NA          |NA       |NA  |active | #> |AG   |Antigua and Barbuda |NA          |NA       |NA  |active |"},{"path":"/reference/codeCurrency.html","id":null,"dir":"Reference","previous_headings":"","what":"codeCurrency — codeCurrency","title":"codeCurrency — codeCurrency","text":"ISO 4217 Currency used transactions budgets   External URL: http://www.iso.org/iso/home/standards/currency_codes.htm","code":""},{"path":"/reference/codeCurrency.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"codeCurrency — codeCurrency","text":"","code":"codeCurrency"},{"path":"/reference/codeCurrency.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"codeCurrency — codeCurrency","text":"data frame 174 rows 6 variables: code double code name character name description character description category double  category url character url status character status","code":""},{"path":"/reference/codeCurrency.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"codeCurrency — codeCurrency","text":"https://iatistandard.org/en/iati-standard/203/codelists/","code":""},{"path":"/reference/codeCurrency.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"codeCurrency — codeCurrency","text":"","code":"{ knitr::kable(head(codeCurrency, 10)) } #>  #>  #> |code |name                          |description |category |url |status | #> |:----|:-----------------------------|:-----------|:--------|:---|:------| #> |AED  |UAE Dirham                    |NA          |NA       |NA  |active | #> |AFN  |Afghani                       |NA          |NA       |NA  |active | #> |ALL  |Lek                           |NA          |NA       |NA  |active | #> |AMD  |Armenian Dram                 |NA          |NA       |NA  |active | #> |ANG  |Netherlands Antillian Guilder |NA          |NA       |NA  |active | #> |AOA  |Kwanza                        |NA          |NA       |NA  |active | #> |ARS  |Argentine Peso                |NA          |NA       |NA  |active | #> |AUD  |Australian Dollar             |NA          |NA       |NA  |active | #> |AWG  |Aruban Guilder                |NA          |NA       |NA  |active | #> |AZN  |Azerbaijanian Manat           |NA          |NA       |NA  |active |"},{"path":"/reference/codeDescriptionType.html","id":null,"dir":"Reference","previous_headings":"","what":"codeDescriptionType — codeDescriptionType","title":"codeDescriptionType — codeDescriptionType","text":"Activity decription types. (General, objectives, etc)","code":""},{"path":"/reference/codeDescriptionType.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"codeDescriptionType — codeDescriptionType","text":"","code":"codeDescriptionType"},{"path":"/reference/codeDescriptionType.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"codeDescriptionType — codeDescriptionType","text":"data frame 4 rows 6 variables: code double code name character name description character description category double  category url character url status character status","code":""},{"path":"/reference/codeDescriptionType.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"codeDescriptionType — codeDescriptionType","text":"https://iatistandard.org/en/iati-standard/203/codelists/","code":""},{"path":"/reference/codeDescriptionType.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"codeDescriptionType — codeDescriptionType","text":"","code":"{ knitr::kable(head(codeDescriptionType, 10)) } #>  #>  #> | code|name          |description                                                                                   |category |url |status | #> |----:|:-------------|:---------------------------------------------------------------------------------------------|:--------|:---|:------| #> |    1|General       |Unstructured, long description of the activity                                                |NA       |NA  |active | #> |    2|Objectives    |Specific objectives for the activity, e.g. taken from logical framework                       |NA       |NA  |active | #> |    3|Target Groups |Details of groups that are intended to benefit from the activity                              |NA       |NA  |active | #> |    4|Other         |For miscellaneous use. A further classification or breakdown may be included in the narrative |NA       |NA  |active |"},{"path":"/reference/codeEarmarkingCategory.html","id":null,"dir":"Reference","previous_headings":"","what":"codeEarmarkingCategory — codeEarmarkingCategory","title":"codeEarmarkingCategory — codeEarmarkingCategory","text":"codelist created IATI derived Grand Bargain Earmarking Modality codelist. See: https://reliefweb.int/sites/reliefweb.int/files/resources/Grand_Bargain_final_22_May_FINAL-2.pdf","code":""},{"path":"/reference/codeEarmarkingCategory.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"codeEarmarkingCategory — codeEarmarkingCategory","text":"","code":"codeEarmarkingCategory"},{"path":"/reference/codeEarmarkingCategory.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"codeEarmarkingCategory — codeEarmarkingCategory","text":"data frame 4 rows 6 variables: code double code name character name description character description category double  category url character url status character status","code":""},{"path":"/reference/codeEarmarkingCategory.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"codeEarmarkingCategory — codeEarmarkingCategory","text":"https://iatistandard.org/en/iati-standard/203/codelists/earmarkingcategory/","code":""},{"path":"/reference/codeEarmarkingCategory.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"codeEarmarkingCategory — codeEarmarkingCategory","text":"","code":"{ knitr::kable(head(codeEarmarkingCategory, 10)) } #>  #>  #> | code|name              |description                                           |category |url |status | #> |----:|:-----------------|:-----------------------------------------------------|:--------|:---|:------| #> |    1|Unearmarked       |Any or all of the Earmarking Modality codes A,B or C. |NA       |NA  |active | #> |    2|Softly Earmarked  |Any or all of the Earmarking Modality codes D,E or F. |NA       |NA  |active | #> |    3|Earmarked         |Any or all of the Earmarking Modality codes G or H.   |NA       |NA  |active | #> |    4|Tightly Earmarked |Any or all of the Earmarking Modality codes I,J or K. |NA       |NA  |active |"},{"path":"/reference/codeFlowType.html","id":null,"dir":"Reference","previous_headings":"","what":"codeFlowType — codeFlowType","title":"codeFlowType — codeFlowType","text":"DAC/CRS distinction ODA (official development assistance)  types resource flow.    External URL: http://www.oecd.org/dac/stats/dacandcrscodelists.htm","code":""},{"path":"/reference/codeFlowType.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"codeFlowType — codeFlowType","text":"","code":"codeFlowType"},{"path":"/reference/codeFlowType.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"codeFlowType — codeFlowType","text":"data frame 10 rows 6 variables: code double code name character name description character description category double  category url character url status character status","code":""},{"path":"/reference/codeFlowType.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"codeFlowType — codeFlowType","text":"https://iatistandard.org/en/iati-standard/203/codelists/","code":""},{"path":"/reference/codeFlowType.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"codeFlowType — codeFlowType","text":"","code":"{ knitr::kable(head(codeFlowType, 10)) } #>  #>  #> | code|name                                |description                                                                                                                                      |category |url |status    | #> |----:|:-----------------------------------|:------------------------------------------------------------------------------------------------------------------------------------------------|:--------|:---|:---------| #> |   10|ODA                                 |Official Development Assistance                                                                                                                  |NA       |NA  |active    | #> |   20|OOF                                 |Other Official Flows                                                                                                                             |NA       |NA  |withdrawn | #> |   21|Non-export credit OOF               |Other Official Flows, excl. export credits                                                                                                       |NA       |NA  |active    | #> |   22|Officially supported export credits |Officially supported export credits. Covers both official direct export credits and private export credits under official guarantee or insurance |NA       |NA  |active    | #> |   30|Private Development Finance         |Financing by civil society organisations (NGOs, philantropic foundations, etc.)                                                                  |NA       |NA  |active    | #> |   35|Private Market                      |Private long-term (i.e. over one-year maturity) capital transactions made by residents of DAC countries                                          |NA       |NA  |withdrawn | #> |   36|Private Foreign Direct Investment   |Private Foreign Direct Investment                                                                                                                |NA       |NA  |active    | #> |   37|Other Private flows at market terms |Private long-term (i.e. over one-year maturity) capital transactions made by residents of DAC countries                                          |NA       |NA  |active    | #> |   40|Non flow                            |e.g. GNI, ODA%GNI, Population etc                                                                                                                |NA       |NA  |active    | #> |   50|Other flows                         |e.g. non-ODA component of peacebuilding operations                                                                                               |NA       |NA  |active    |"},{"path":"/reference/codeGeographicLocationClass.html","id":null,"dir":"Reference","previous_headings":"","what":"codeGeographicLocationClass — codeGeographicLocationClass","title":"codeGeographicLocationClass — codeGeographicLocationClass","text":"Non-Core codelist.","code":""},{"path":"/reference/codeGeographicLocationClass.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"codeGeographicLocationClass — codeGeographicLocationClass","text":"","code":"codeGeographicLocationClass"},{"path":"/reference/codeGeographicLocationClass.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"codeGeographicLocationClass — codeGeographicLocationClass","text":"data frame 4 rows 6 variables: code double code name character name description character description category double  category url character url status character status","code":""},{"path":"/reference/codeGeographicLocationClass.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"codeGeographicLocationClass — codeGeographicLocationClass","text":"https://iatistandard.org/en/iati-standard/203/codelists/","code":""},{"path":"/reference/codeGeographicLocationClass.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"codeGeographicLocationClass — codeGeographicLocationClass","text":"","code":"{ knitr::kable(head(codeGeographicLocationClass, 10)) } #>  #>  #> | code|name                        |description                                                                                                           |category |url |status | #> |----:|:---------------------------|:---------------------------------------------------------------------------------------------------------------------|:--------|:---|:------| #> |    1|Administrative Region       |The designated geographic location is an administrative region (state, county, province, district, municipality etc.) |NA       |NA  |active | #> |    2|Populated Place             |The designated geographic location is a populated place (town, village, farm etc.)                                    |NA       |NA  |active | #> |    3|Structure                   |The designated geopgraphic location is a structure (such as a school or a clinic)                                     |NA       |NA  |active | #> |    4|Other Topographical Feature |The designated geographic location is a topographical feature, such as a mountain, a river, a forest                  |NA       |NA  |active |"},{"path":"/reference/codeHumCluster.html","id":null,"dir":"Reference","previous_headings":"","what":"codeHumCluster — codeHumCluster","title":"codeHumCluster — codeHumCluster","text":"Global Coordination Groups - Cluster & Area Interest Official Names Codes (Beta) Contains IASC designated Global Clusters Areas Responsibility. Global Clusters Areas Responsibility (AoR) defined enable  predictable leadership situations humanitarian emergency.  content includes Preferred Term used Cluster AoR,   Acronym (3-letter cluster code), Group term belongs   (defining whether Global Cluster AoR) website URL.    Google Spreadsheet CSV versions contain HXL hashtags.      information, please visit http://vocabulary.unocha.org/","code":""},{"path":"/reference/codeHumCluster.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"codeHumCluster — codeHumCluster","text":"","code":"codeHumCluster"},{"path":"/reference/codeHumCluster.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"codeHumCluster — codeHumCluster","text":"data frame 16 rows 9 variables: HRinfo ID character COLUMN_DESCRIPTION Preferred Term character COLUMN_DESCRIPTION Preferred Term (fr) character COLUMN_DESCRIPTION ACRONYM character COLUMN_DESCRIPTION Group Type character COLUMN_DESCRIPTION Homepage character COLUMN_DESCRIPTION Date Created (Post Date) character COLUMN_DESCRIPTION Updated date character COLUMN_DESCRIPTION Notes character COLUMN_DESCRIPTION","code":""},{"path":"/reference/codeHumCluster.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"codeHumCluster — codeHumCluster","text":"https://iatistandard.org/en/iati-standard/203/codelists/","code":""},{"path":"/reference/codeHumCluster.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"codeHumCluster — codeHumCluster","text":"","code":"{ knitr::kable(head(codeHumCluster, 10)) } #>  #>  #> |HRinfo ID                      |Preferred Term                 |Preferred Term (fr)               |ACRONYM                |Group Type                           |Homepage                                                                           |Date Created (Post Date) |Updated date   |Notes                                                           | #> |:------------------------------|:------------------------------|:---------------------------------|:----------------------|:------------------------------------|:----------------------------------------------------------------------------------|:------------------------|:--------------|:---------------------------------------------------------------| #> |#sector +code +v_hrinfo_sector |#sector +name +preferred +i_en |#sector +name +preferred +i_fr    |#sector +code +acronym |#sector +type                        |#meta +url                                                                         |#date +created           |#date +updated |#meta +comment                                                  | #> |4                              |Emergency Shelter and NFI      |Abris d'urgence et NFI            |SHL                    |Cluster                              |https://www.sheltercluster.org/                                                    |03/16/2017               |4/4/2018       |Added French name; shelter cluster uses \"NFI\" in French as well | #> |1                              |Camp Coordination / Management |Coordination et gestion des camps |CCM                    |Cluster                              |http://www.globalcccmcluster.org                                                   |03/16/2017               |4/4/2018       |Added French name                                               | #> |5406                           |Mine Action                    |Action contre les mines           |PRO-MIN                |Area of Responsibility (Sub-cluster) |http://www.globalprotectioncluster.org/en/areas-of-responsibility/mine-action.html |03/16/2017               |4/4/2018       |Added French name                                               | #> |6                              |Food Security                  |Sécurité alimentaire              |FSC                    |Cluster                              |http://foodsecuritycluster.net/                                                    |03/16/2017               |4/4/2018       |Added French name                                               | #> |11                             |Water Sanitation Hygiene       |Eau, assainissement et hygiène    |WSH                    |Cluster                              |http://washcluster.net/                                                            |03/16/2017               |4/4/2018       |Added French name                                               | #> |8                              |Logistics                      |Logistique                        |LOG                    |Cluster                              |http://www.logcluster.org/                                                         |03/16/2017               |4/4/2018       |Added French name                                               | #> |5403                           |Child Protection               |Protection de l'enfance           |PRO-CPN                |Area of Responsibility (Sub-cluster) |http://cpwg.net/                                                                   |03/16/2017               |4/5/2018       |Updated French name based feedback from OCHA-FIS                | #> |10                             |Protection                     |Protection                        |PRO                    |Cluster                              |http://www.globalprotectioncluster.org/                                            |03/16/2017               |4/4/2018       |Added French name                                               | #> |3                              |Education                      |Education                         |EDU                    |Cluster                              |http://educationcluster.net/                                                       |03/16/2017               |4/4/2018       |Added French name                                               |"},{"path":"/reference/codeHumanitarianScopeType.html","id":null,"dir":"Reference","previous_headings":"","what":"codeHumanitarianScopeType — codeHumanitarianScopeType","title":"codeHumanitarianScopeType — codeHumanitarianScopeType","text":"Humanitarian Scope Type codelist defines codes types humanitarian events actions.","code":""},{"path":"/reference/codeHumanitarianScopeType.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"codeHumanitarianScopeType — codeHumanitarianScopeType","text":"","code":"codeHumanitarianScopeType"},{"path":"/reference/codeHumanitarianScopeType.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"codeHumanitarianScopeType — codeHumanitarianScopeType","text":"data frame 2 rows 6 variables: code double code name character name description character description category double  category url character url status character status","code":""},{"path":"/reference/codeHumanitarianScopeType.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"codeHumanitarianScopeType — codeHumanitarianScopeType","text":"https://iatistandard.org/en/iati-standard/203/codelists/","code":""},{"path":"/reference/codeHumanitarianScopeType.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"codeHumanitarianScopeType — codeHumanitarianScopeType","text":"","code":"{ knitr::kable(head(codeHumanitarianScopeType, 10)) } #>  #>  #> | code|name      |description |category |url |status | #> |----:|:---------|:-----------|:--------|:---|:------| #> |    1|Emergency |NA          |NA       |NA  |active | #> |    2|Appeal    |NA          |NA       |NA  |active |"},{"path":"/reference/codeHumanitarianScopeVocabulary.html","id":null,"dir":"Reference","previous_headings":"","what":"codeHumanitarianScopeVocabulary — codeHumanitarianScopeVocabulary","title":"codeHumanitarianScopeVocabulary — codeHumanitarianScopeVocabulary","text":"Humanitarian Scope Vocabulary codelist defines range external codelists provide codes descriptions humanitarian events actions.","code":""},{"path":"/reference/codeHumanitarianScopeVocabulary.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"codeHumanitarianScopeVocabulary — codeHumanitarianScopeVocabulary","text":"","code":"codeHumanitarianScopeVocabulary"},{"path":"/reference/codeHumanitarianScopeVocabulary.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"codeHumanitarianScopeVocabulary — codeHumanitarianScopeVocabulary","text":"data frame 3 rows 6 variables: code double code name character name description character description category double  category url character url status character status","code":""},{"path":"/reference/codeHumanitarianScopeVocabulary.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"codeHumanitarianScopeVocabulary — codeHumanitarianScopeVocabulary","text":"https://iatistandard.org/en/iati-standard/203/codelists/","code":""},{"path":"/reference/codeHumanitarianScopeVocabulary.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"codeHumanitarianScopeVocabulary — codeHumanitarianScopeVocabulary","text":"","code":"{ knitr::kable(head(codeHumanitarianScopeVocabulary, 10)) } #>  #>  #> |code |name                   |description |category |url                                                   |status | #> |:----|:----------------------|:-----------|:--------|:-----------------------------------------------------|:------| #> |1-2  |Glide                  |NA          |NA       |http://glidenumber.net/glide/public/search/search.jsp |active | #> |2-1  |Humanitarian Plan      |NA          |NA       |https://fts.unocha.org/plan-code-list-iati            |active | #> |99   |Reporting Organisation |NA          |NA       |NA                                                    |active |"},{"path":"/reference/codeIATIOrganisationIdentifier.html","id":null,"dir":"Reference","previous_headings":"","what":"codeIATIOrganisationIdentifier — codeIATIOrganisationIdentifier","title":"codeIATIOrganisationIdentifier — codeIATIOrganisationIdentifier","text":"list organisation identifiers maintained  IATI Secretariat. prefix organisations list XI-IATI    bona fide organisation registered recognised    appropriate registration agency    (http://iatistandard.org/202/codelists/OrganisationRegistrationAgency/)    contact IATI Technical Team exceptionally allocate     organisation identifier using XI-IATI prefix. identifiers derived DAC codes,     ‘meaning’ carried forward. .e. IATI generated identifiers      intrinsic meaning.    general guidance constructing Organisation Identifiers, please see     http://iatistandard.org/organisation-identifiers/","code":""},{"path":"/reference/codeIATIOrganisationIdentifier.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"codeIATIOrganisationIdentifier — codeIATIOrganisationIdentifier","text":"","code":"codeIATIOrganisationIdentifier"},{"path":"/reference/codeIATIOrganisationIdentifier.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"codeIATIOrganisationIdentifier — codeIATIOrganisationIdentifier","text":"data frame 39 rows 6 variables: code double code name character name description character description category double  category url character url status character status","code":""},{"path":"/reference/codeIATIOrganisationIdentifier.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"codeIATIOrganisationIdentifier — codeIATIOrganisationIdentifier","text":"https://iatistandard.org/en/iati-standard/203/codelists/","code":""},{"path":"/reference/codeIATIOrganisationIdentifier.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"codeIATIOrganisationIdentifier — codeIATIOrganisationIdentifier","text":"","code":"{ knitr::kable(head(codeIATIOrganisationIdentifier, 10)) } #>  #>  #> |code           |name                                                                           |description                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                |category |url                                                                               |status | #> |:--------------|:------------------------------------------------------------------------------|:--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:--------|:---------------------------------------------------------------------------------|:------| #> |XI-IATI-1001   |The Coca-Cola Export Corporation                                               |Subsidiary of The Coca-Cola Company responsible for marketing and export of soft drinks, bottled water, and other beverages and with links to the various charitable initiatives of The Coca-Cola Company, its subsidiaries and affiliates Coca-Cola charitable foundation. Based in Atlanta Georgia USA                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   |NA       |http://www.coca-colacompany.com/                                                  |active | #> |XI-IATI-1002   |United Mission to Nepal                                                        |The United Mission to Nepal (UMN) is a faith based INGO based in Kathmandu, and has worked in Nepal without interruption since 1954. UMN works through local partners in order to serve the people of Nepal, especially the poorest of those living in poverty, to pursue peace and justice for all and to address the root causes of their poverty. We do this by supporting communities in a transformation process focusing on health, education, sustainable livelihoods, peace-building and good governance.                                                                                                                                                                                                                                                                                                                                                          |NA       |http://www.umn.org.np/                                                            |active | #> |XI-IATI-ACATBA |Association Centrafricaine de Traduction de la Bible et Alphabetisation        |ACATBA is a charity that exists to promote local language development, Bible translation, literacy and community development in the Central African Republic. They also provide training in basic business skills; this allows beneficiaries to begin income-generating activities and small businesses.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   |NA       |http://www.wycliffe.net/organizations?entity=CXN&continent=AFR&country=CT         |active | #> |XI-IATI-ADVZ   |Agência de Desenvolvimento do Vale do Zambeze                                  |Description: The Agência do Zambeze is a public-sector agency under the Ministry of Economics and Finance in Mozambique. The mission of the Agência do Zambeze is to promote the socio-economic and sustainable development of the Lower Zambezi River Basin.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              |NA       |http://www.inm.gov.mz/?q=pt-pt/ag%C3%AAncia-de-desenvolvimento-do-vale-do-zambeze |active | #> |XI-IATI-AGR    |AgResults                                                                      |AgResults is a $122 million collaborative initiative between the governments of Australia, Canada, the United Kingdom, the United States, and the Bill and Melinda Gates Foundation to incentivize the private sector to overcome market barriers and develop solutions to food security and agricultural challenges that disproportionately affect people living in poverty. The initiative designs and implements agriculture-focused prize competitions, also referred to as pay-for-results or pull mechanisms, which are innovative development finance programs that engage the private sector to work towards a defined goal to receive a monetary award.                                                                                                                                                                                                           |NA       |https://agresults.org/                                                            |active | #> |XI-IATI-AIAS   |Administração de Infra-Estruturas de Águas e Saneamento                        |Description: AIAS manages the property of the secondary public systems for water supply and for the residual water drainage public systems in Mozambique promoting their autonomous efficient and financially feasible operational management through assignment to private operators or other third party entities.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       |NA       |http://www.aias.gov.mz/                                                           |active | #> |XI-IATI-AJS    |Associations des Juristes Sénégalaises (AJS)                                   |The Association des Juristes Sénégalaises (AJS) is an association of women lawyers who promote and contribute to the protection of the rights of individuals, particularly women and children.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             |NA       |http://www.femmesjuristes.org                                                     |active | #> |XI-IATI-ATTIC  |Association of Technicians in Information Technology and Communication (ATTIC) |ATTIC, a non-political non-profit association in Republic of Chad, aims to help develop and integrate the promotion of information and communication technologies in the development policy of the formal and non-formal sectors, to fight against food insecurity and poverty, by strengthening the means of vulnerable households, refugees, returnees and internally displaced persons, and by providing socio-professional training and integration for vulnerable groups.                                                                                                                                                                                                                                                                                                                                                                                             |NA       |Website is still in progress                                                      |active | #> |XI-IATI-BBDN   |Bangladesh Business & Disability Network                                       |The Bangladesh Business and Disability Network (BBDN) is a voluntary group of representatives from business, industry, employers’ organizations and selected non-governmental and disabled peoples’ organizations. BBDN has a primary purpose of facilitating disability and work place diversity in Bangladesh from the perspective of the business and human rights cases.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               |NA       |https://www.bbdn.com.bd/                                                          |active | #> |XI-IATI-EBRD   |European Bank for Reconstruction and Development                               |Description: Who we are - The EBRD is investing in changing peoples' lives and environments from central Europe to Central Asia, the Western Balkans and the southern and eastern Mediterranean region. With an emphasis on working with the private sector, we invest in projects, engage in policy dialogue and provide technical advice that fosters innovation and builds sustainable and open-market economies. What we do - The EBRD provides direct financing for well structured, financially robust projects of all sizes (including many small businesses), both directly and through financial intermediaries such as local banks and investment funds. The Bank works mainly with private sector clients, but also finances municipal entities and publicly owned companies. Our principal financing instruments are loans, equity investments and guarantees. |NA       |http://www.ebrd.com/home                                                          |active |"},{"path":"/reference/codeIndicatorMeasure.html","id":null,"dir":"Reference","previous_headings":"","what":"codeIndicatorMeasure — codeIndicatorMeasure","title":"codeIndicatorMeasure — codeIndicatorMeasure","text":"specify indicator measured. includes qualitative quantitative values.","code":""},{"path":"/reference/codeIndicatorMeasure.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"codeIndicatorMeasure — codeIndicatorMeasure","text":"","code":"codeIndicatorMeasure"},{"path":"/reference/codeIndicatorMeasure.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"codeIndicatorMeasure — codeIndicatorMeasure","text":"data frame 5 rows 6 variables: code double code name character name description character description category double  category url character url status character status","code":""},{"path":"/reference/codeIndicatorMeasure.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"codeIndicatorMeasure — codeIndicatorMeasure","text":"https://iatistandard.org/en/iati-standard/203/codelists/","code":""},{"path":"/reference/codeIndicatorMeasure.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"codeIndicatorMeasure — codeIndicatorMeasure","text":"","code":"{ knitr::kable(head(codeIndicatorMeasure, 10)) } #>  #>  #> | code|name        |description                                                |category |url |status | #> |----:|:-----------|:----------------------------------------------------------|:--------|:---|:------| #> |    1|Unit        |The indicator is measured in units.                        |NA       |NA  |active | #> |    2|Percentage  |The indicator is measured in percentages                   |NA       |NA  |active | #> |    3|Nominal     |The indicator is measured as a quantitative nominal scale. |NA       |NA  |active | #> |    4|Ordinal     |The indicator is measured as a quantitative ordinal scale. |NA       |NA  |active | #> |    5|Qualitative |The indicator is qualitative.                              |NA       |NA  |active |"},{"path":"/reference/codeIndicatorVocabulary.html","id":null,"dir":"Reference","previous_headings":"","what":"codeIndicatorVocabulary — codeIndicatorVocabulary","title":"codeIndicatorVocabulary — codeIndicatorVocabulary","text":"Indicator Vocabulary codelist defines range external codelists provide codes descriptions indicators, example specify results.","code":""},{"path":"/reference/codeIndicatorVocabulary.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"codeIndicatorVocabulary — codeIndicatorVocabulary","text":"","code":"codeIndicatorVocabulary"},{"path":"/reference/codeIndicatorVocabulary.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"codeIndicatorVocabulary — codeIndicatorVocabulary","text":"data frame 10 rows 6 variables: code double code name character name description character description category double  category url character url status character status","code":""},{"path":"/reference/codeIndicatorVocabulary.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"codeIndicatorVocabulary — codeIndicatorVocabulary","text":"https://iatistandard.org/en/iati-standard/203/codelists/","code":""},{"path":"/reference/codeIndicatorVocabulary.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"codeIndicatorVocabulary — codeIndicatorVocabulary","text":"","code":"{ knitr::kable(head(codeIndicatorVocabulary, 10)) } #>  #>  #> | code|name                                              |description |category |url                                                                        |status | #> |----:|:-------------------------------------------------|:-----------|:--------|:--------------------------------------------------------------------------|:------| #> |    1|WHO Registry                                      |NA          |NA       |http://apps.who.int/gho/indicatorregistry/App_Main/indicator_registry.aspx |active | #> |    2|Sphere Handbook                                   |NA          |NA       |http://www.spherehandbook.org                                              |active | #> |    3|US Foreign Assistance Framework                   |NA          |NA       |http://www.state.gov/s/d/rm/rls/dosstrat/2007/html/82981.htm               |active | #> |    4|World Bank World Development Indicators           |NA          |NA       |http://data.worldbank.org/data-catalog/world-development-indicators        |active | #> |    5|UN Millennium Development Goals Indicators        |NA          |NA       |http://mdgs.un.org/unsd/mdg/Host.aspx?Content=Indicators/OfficialList.htm  |active | #> |    6|UNOCHA Humanitarian Response Indicators           |NA          |NA       |https://www.humanitarianresponse.info/applications/ir/indicators           |active | #> |    7|HIV/AIDS Indicator Registry                       |NA          |NA       |http://www.indicatorregistry.org                                           |active | #> |    8|Harmonized Indicators for Private Sector (HIPSO)  |NA          |NA       |https://indicators.ifipartnership.org/indicators/                          |active | #> |    9|UN Sustainable Development Goals (SDG) Indicators |NA          |NA       |https://unstats.un.org/sdgs/indicators/indicators-list/                    |active | #> |   99|Reporting Organisation                            |NA          |NA       |NA                                                                         |active |"},{"path":"/reference/codeOrganisationIdentifier.html","id":null,"dir":"Reference","previous_headings":"","what":"codeOrganisationIdentifier — codeOrganisationIdentifier","title":"codeOrganisationIdentifier — codeOrganisationIdentifier","text":"1.04 list longer maintained.  http://support.iatistandard.org/entries/28497976-Retire--Organisation-Identifier-codelist#view-post-25368673    general guidance constructing Organisation Identifiers,    please see http://iatistandard.org/organisation-identifiers/","code":""},{"path":"/reference/codeOrganisationIdentifier.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"codeOrganisationIdentifier — codeOrganisationIdentifier","text":"","code":"codeOrganisationIdentifier"},{"path":"/reference/codeOrganisationIdentifier.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"codeOrganisationIdentifier — codeOrganisationIdentifier","text":"data frame 419 rows 6 variables: code double code name character name description character description category double  category url character url status character status","code":""},{"path":"/reference/codeOrganisationIdentifier.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"codeOrganisationIdentifier — codeOrganisationIdentifier","text":"https://iatistandard.org/en/iati-standard/203/codelists/","code":""},{"path":"/reference/codeOrganisationIdentifier.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"codeOrganisationIdentifier — codeOrganisationIdentifier","text":"","code":"{ knitr::kable(head(codeOrganisationIdentifier, 10)) } #>  #>  #> |code  |name                                      |description |category |url |status | #> |:-----|:-----------------------------------------|:-----------|:--------|:---|:------| #> |AT-1  |Federal Ministry of Finance               |NA          |NA       |NA  |active | #> |AT-10 |Ministry for Agriculture and Environment  |NA          |NA       |NA  |active | #> |AT-11 |Ministry of Defense                       |NA          |NA       |NA  |active | #> |AT-12 |Ministry of Interior                      |NA          |NA       |NA  |active | #> |AT-2  |Various ministries                        |NA          |NA       |NA  |active | #> |AT-3  |Federal Government of Austria             |NA          |NA       |NA  |active | #> |AT-4  |Oesterreichische Kontrollbank AG          |NA          |NA       |NA  |active | #> |AT-5  |Federal Ministry of Foreign Affairs       |NA          |NA       |NA  |active | #> |AT-6  |Provincial governments, local communities |NA          |NA       |NA  |active | #> |AT-8  |Austrian Development Agency               |NA          |NA       |NA  |active |"},{"path":"/reference/codeOrganisationRegistrationAgency.html","id":null,"dir":"Reference","previous_headings":"","what":"codeOrganisationRegistrationAgency — codeOrganisationRegistrationAgency","title":"codeOrganisationRegistrationAgency — codeOrganisationRegistrationAgency","text":"values codelist used identify particular  list organisation identifier drawn . codelist provides  register known identifier lists, including national company registers,  NGO directories international multilateral organisation lists -  along guidance online resources help locate identifiers  assigned specific organisation.  17 July 2017 list maintained org-id.guide project.  Data publishers can now search locate relevant list  particular organisation identifier using org-id.guide website. full register identifier sources also available download  XML, JSON CSV formats. IATI periodically replicates codelist identifier sources  org-id.guide, assist accessing IATI documentation.  However, advised --date source  org-id.guide project. org-id.guide contain entry kind  organisation need identify, can make request  new list included register following guidance","code":""},{"path":"/reference/codeOrganisationRegistrationAgency.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"codeOrganisationRegistrationAgency — codeOrganisationRegistrationAgency","text":"","code":"codeOrganisationRegistrationAgency"},{"path":"/reference/codeOrganisationRegistrationAgency.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"codeOrganisationRegistrationAgency — codeOrganisationRegistrationAgency","text":"data frame 197 rows 7 variables: code double code name character name description character description category double  category url character url status character status public-database logical public-database","code":""},{"path":"/reference/codeOrganisationRegistrationAgency.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"codeOrganisationRegistrationAgency — codeOrganisationRegistrationAgency","text":"https://iatistandard.org/en/iati-standard/203/codelists/","code":""},{"path":"/reference/codeOrganisationRegistrationAgency.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"codeOrganisationRegistrationAgency — codeOrganisationRegistrationAgency","text":"","code":"{ knitr::kable(head(codeOrganisationRegistrationAgency, 10)) } #>  #>  #> |code    |name                                      |description                                                                                                                                                                                                                                                                                                                        |category |url                                                                                  |status |public-database | #> |:-------|:-----------------------------------------|:----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:--------|:------------------------------------------------------------------------------------|:------|:---------------| #> |AE-ACCI |Ajman Chamber of Commerce and Industry    |There are 2 types of search available: Commercial search and Industrial search. You can also use an online enquiry form to find the required information. The contact details of Ajman Chamber and the heads of its sectors are also available.                                                                                    |AE       |https://www.ajmanchamber.ae/en/Pages/default.aspx                                    |active |FALSE           | #> |AE-ADCD |Abu Dhabi Commercial Directory            |This register includes information on companies' Unified no., Membership no., name, address, phone number, email, activity etc.                                                                                                                                                                                                    |AE       |http://www.abudhabichamber.ae/English/E-Services/Pages/EServices-Page.aspx?sm=1&ty=s |active |FALSE           | #> |AE-AFZ  |Ajman Free Zone Authority                 |The authority's website can be used to find its address, email and call center contacts. No clear search functionality directly on the website.                                                                                                                                                                                    |AE       |http://www.afz.gov.ae/                                                               |active |FALSE           | #> |AE-DCCI |Dubai Chamber of Commerce and Industry    |This register includes information on companies name, address, phone number, website, activity and branches.                                                                                                                                                                                                                       |AE       |http://www.dcciinfo.com/                                                             |active |FALSE           | #> |AE-DFSA |Dubai Financial Services Authority        |This register includes information on companies' name, DFSA reference number, address, phone number, legal status, services.                                                                                                                                                                                                       |AE       |https://www.dfsa.ae/Public-Register/Firm                                             |active |FALSE           | #> |AE-DIFC |Dubai International Financial Centre      |This register includes information on companies' name, registration number, activity, phone number, address, etc.                                                                                                                                                                                                                  |AE       |https://www.difc.ae/public-register                                                  |active |FALSE           | #> |AE-DMCC |Dubai Multi Commodities Centre            |Dubai Multi Commodities Centre is a Free Zone Authority established by the government of Dubai in 2002. The DMCC authority registers and licenses companies to operate in the DMCC Free Zone. N.B There is a 'Business Directory', however, this does not provide registration numbers[1] [1]: https://www.dmcc.ae/business-search |AE       |https://www.dmcc.ae/                                                                 |active |FALSE           | #> |AE-FCCI |Fujairah Chamber of Commerce and Industry |There is no company information available directly from this registry, but Chamber of Commerce and Industry can be contacted via the form on the website, phone or email to request more information.                                                                                                                              |AE       |http://www.fujcci.ae/                                                                |active |FALSE           | #> |AE-FFZ  |Fujairah Free Zone Company Listing        |There is no search available in this registry, but there is a list of companies with corresponding phone and fax numbers.                                                                                                                                                                                                          |AE       |http://www.fujairahfreetradezone.com/appdir/company-listing.php                      |active |FALSE           | #> |AE-HFZA |Hamriyah Free Zone Authority              |A register that contains company names, addresses, phone numbers, emails, license numbers, activities, etc.                                                                                                                                                                                                                        |AE       |http://www.hfza.ae/en-us/directory.aspx                                              |active |FALSE           |"},{"path":"/reference/codeOrganisationRole.html","id":null,"dir":"Reference","previous_headings":"","what":"codeOrganisationRole — codeOrganisationRole","title":"codeOrganisationRole — codeOrganisationRole","text":"IATI codes role organisation within activity.  organisation can play one role within activity.    Core codelist.","code":""},{"path":"/reference/codeOrganisationRole.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"codeOrganisationRole — codeOrganisationRole","text":"","code":"codeOrganisationRole"},{"path":"/reference/codeOrganisationRole.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"codeOrganisationRole — codeOrganisationRole","text":"data frame 4 rows 6 variables: code double code name character name description character description category double  category url character url status character status","code":""},{"path":"/reference/codeOrganisationRole.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"codeOrganisationRole — codeOrganisationRole","text":"https://iatistandard.org/en/iati-standard/203/codelists/organisationrole/","code":""},{"path":"/reference/codeOrganisationRole.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"codeOrganisationRole — codeOrganisationRole","text":"","code":"{ knitr::kable(head(codeOrganisationRole, 10)) } #>  #>  #> | code|name         |description                                                                                                |category |url |status | #> |----:|:------------|:----------------------------------------------------------------------------------------------------------|:--------|:---|:------| #> |    1|Funding      |The government or organisation which provides funds to the activity.                                       |NA       |NA  |active | #> |    2|Accountable  |An organisation responsible for oversight of the activity and its outcomes                                 |NA       |NA  |active | #> |    3|Extending    |An organisation that manages the budget and direction of an activity on behalf of the funding organisation |NA       |NA  |active | #> |    4|Implementing |The organisation that physically carries out the activity or intervention.                                 |NA       |NA  |active |"},{"path":"/reference/codeOrganisationType.html","id":null,"dir":"Reference","previous_headings":"","what":"codeOrganisationType — codeOrganisationType","title":"codeOrganisationType — codeOrganisationType","text":"Non-Core codelist","code":""},{"path":"/reference/codeOrganisationType.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"codeOrganisationType — codeOrganisationType","text":"","code":"codeOrganisationType"},{"path":"/reference/codeOrganisationType.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"codeOrganisationType — codeOrganisationType","text":"data frame 16 rows 6 variables: code double code name character name description character description category double  category url character url status character status","code":""},{"path":"/reference/codeOrganisationType.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"codeOrganisationType — codeOrganisationType","text":"https://iatistandard.org/en/iati-standard/203/codelists/organisationtype/","code":""},{"path":"/reference/codeOrganisationType.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"codeOrganisationType — codeOrganisationType","text":"","code":"{ knitr::kable(head(codeOrganisationType, 10)) } #>  #>  #> | code|name                       |description                                                                            |category |url |status | #> |----:|:--------------------------|:--------------------------------------------------------------------------------------|:--------|:---|:------| #> |   10|Government                 |NA                                                                                     |NA       |NA  |active | #> |   11|Local Government           |Any local (sub national) government organisation in either donor or recipient country. |NA       |NA  |active | #> |   15|Other Public Sector        |NA                                                                                     |NA       |NA  |active | #> |   21|International NGO          |NA                                                                                     |NA       |NA  |active | #> |   22|National NGO               |NA                                                                                     |NA       |NA  |active | #> |   23|Regional NGO               |NA                                                                                     |NA       |NA  |active | #> |   24|Partner Country based NGO  |Local and National NGO / CSO based in aid/assistance recipient country                 |NA       |NA  |active | #> |   30|Public Private Partnership |NA                                                                                     |NA       |NA  |active | #> |   40|Multilateral               |NA                                                                                     |NA       |NA  |active | #> |   60|Foundation                 |NA                                                                                     |NA       |NA  |active |"},{"path":"/reference/codePolicyMarker.html","id":null,"dir":"Reference","previous_headings":"","what":"codePolicyMarker — codePolicyMarker","title":"codePolicyMarker — codePolicyMarker","text":"Policy Marker codelist derived policy markers  declared WP-STAT. codes created IATI.    External URL: http://www.oecd.org/dac/stats/dacandcrscodelists.htm","code":""},{"path":"/reference/codePolicyMarker.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"codePolicyMarker — codePolicyMarker","text":"","code":"codePolicyMarker"},{"path":"/reference/codePolicyMarker.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"codePolicyMarker — codePolicyMarker","text":"data frame 12 rows 6 variables: code double code name character name description character description category double  category url character url status character status","code":""},{"path":"/reference/codePolicyMarker.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"codePolicyMarker — codePolicyMarker","text":"https://iatistandard.org/en/iati-standard/203/codelists/","code":""},{"path":"/reference/codePolicyMarker.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"codePolicyMarker — codePolicyMarker","text":"","code":"{ knitr::kable(head(codePolicyMarker, 10)) } #>  #>  #> | code|name                                                                                    |description |category |url |status | #> |----:|:---------------------------------------------------------------------------------------|:-----------|:--------|:---|:------| #> |    1|Gender Equality                                                                         |NA          |NA       |NA  |active | #> |    2|Aid to Environment                                                                      |NA          |NA       |NA  |active | #> |    3|Participatory Development/Good Governance                                               |NA          |NA       |NA  |active | #> |    4|Trade Development                                                                       |NA          |NA       |NA  |active | #> |    5|Aid Targeting the Objectives of the Convention on Biological Diversity                  |NA          |NA       |NA  |active | #> |    6|Aid Targeting the Objectives of the Framework Convention on Climate Change - Mitigation |NA          |NA       |NA  |active | #> |    7|Aid Targeting the Objectives of the Framework Convention on Climate Change - Adaptation |NA          |NA       |NA  |active | #> |    8|Aid Targeting the Objectives of the Convention to Combat Desertification                |NA          |NA       |NA  |active | #> |    9|Reproductive, Maternal, Newborn and Child Health (RMNCH)                                |NA          |NA       |NA  |active | #> |   10|Disaster Risk Reduction(DRR)                                                            |NA          |NA       |NA  |active |"},{"path":"/reference/codeRegion.html","id":null,"dir":"Reference","previous_headings":"","what":"codeRegion — codeRegion","title":"codeRegion — codeRegion","text":"External URL: http://www.oecd.org/dac/stats/dacandcrscodelists.htm","code":""},{"path":"/reference/codeRegion.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"codeRegion — codeRegion","text":"","code":"codeRegion"},{"path":"/reference/codeRegion.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"codeRegion — codeRegion","text":"data frame 26 rows 6 variables: code double code name character name description character description category double  category url character url status character status","code":""},{"path":"/reference/codeRegion.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"codeRegion — codeRegion","text":"https://iatistandard.org/en/iati-standard/203/codelists/","code":""},{"path":"/reference/codeRegion.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"codeRegion — codeRegion","text":"","code":"{ knitr::kable(head(codeRegion, 10)) } #>  #>  #> | code|name                              |description |category |url |status    | #> |----:|:---------------------------------|:-----------|:--------|:---|:---------| #> |   88|States Ex-Yugoslavia unspecified  |NA          |NA       |NA  |active    | #> |   89|Europe, regional                  |NA          |NA       |NA  |active    | #> |  189|North of Sahara, regional         |NA          |NA       |NA  |active    | #> |  289|South of Sahara, regional         |NA          |NA       |NA  |active    | #> |  298|Africa, regional                  |NA          |NA       |NA  |active    | #> |  380|West Indies, regional             |NA          |NA       |NA  |withdrawn | #> |  389|North & Central America, regional |NA          |NA       |NA  |active    | #> |  489|South America, regional           |NA          |NA       |NA  |active    | #> |  498|America, regional                 |NA          |NA       |NA  |active    | #> |  589|Middle East, regional             |NA          |NA       |NA  |active    |"},{"path":"/reference/codeResultType.html","id":null,"dir":"Reference","previous_headings":"","what":"codeResultType — codeResultType","title":"codeResultType — codeResultType","text":"Non-Core codelist.","code":""},{"path":"/reference/codeResultType.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"codeResultType — codeResultType","text":"","code":"codeResultType"},{"path":"/reference/codeResultType.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"codeResultType — codeResultType","text":"data frame 4 rows 6 variables: code double COLUMN_DESCRIPTION name character COLUMN_DESCRIPTION description character COLUMN_DESCRIPTION category logical COLUMN_DESCRIPTION url logical COLUMN_DESCRIPTION status character COLUMN_DESCRIPTION","code":""},{"path":"/reference/codeResultType.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"codeResultType — codeResultType","text":"https://iatistandard.org/en/iati-standard/203/codelists/resulttype/","code":""},{"path":"/reference/codeResultType.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"codeResultType — codeResultType","text":"","code":"{ knitr::kable(head(codeResultType, 10)) } #>  #>  #> | code|name    |description                                                                                                                                                                 |category |url |status | #> |----:|:-------|:---------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:--------|:---|:------| #> |    1|Output  |Results of the activity that came about as a direct effect of your work and specific, what is done, and what communities are reached. For example, X number of individuals. |NA       |NA  |active | #> |    2|Outcome |Results of the activity that produce an effect on the overall communities or issues you serve. For example lower rate of infection after a vaccination programme.           |NA       |NA  |active | #> |    3|Impact  |The long term effects of the outcomes, that lead to larger, over arching results, such as improved life-expectancy.                                                         |NA       |NA  |active | #> |    9|Other   |Another type of result, not specified above.                                                                                                                                |NA       |NA  |active |"},{"path":"/reference/codeSector.html","id":null,"dir":"Reference","previous_headings":"","what":"codeSector — codeSector","title":"codeSector — codeSector","text":"DAC 5 Digit Sector   External URL: http://www.oecd.org/dac/stats/dacandcrscodelists.htm","code":""},{"path":"/reference/codeSector.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"codeSector — codeSector","text":"","code":"codeSector"},{"path":"/reference/codeSector.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"codeSector — codeSector","text":"data frame 323 rows 6 variables: code double code name character name description character description category double  category url character url status character status","code":""},{"path":"/reference/codeSector.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"codeSector — codeSector","text":"https://iatistandard.org/en/iati-standard/203/codelists/","code":""},{"path":"/reference/codeSector.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"codeSector — codeSector","text":"","code":"{ knitr::kable(head(codeSector, 10)) } #>  #>  #> |  code|name                                           |description                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 | category|url |status | #> |-----:|:----------------------------------------------|:---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|--------:|:---|:------| #> | 11110|Education policy and administrative management |Education sector policy, planning and programmes; aid to education ministries, administration and management systems; institution capacity building and advice; school management and governance; curriculum and materials development; unspecified education activities.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   |      111|NA  |active | #> | 11120|Education facilities and training              |Educational buildings, equipment, materials; subsidiary services to education (boarding facilities, staff housing); language training; colloquia, seminars, lectures, etc.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  |      111|NA  |active | #> | 11130|Teacher training                               |Teacher education (where the level of education is unspecified); in-service and pre-service training; materials development.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                |      111|NA  |active | #> | 11182|Educational research                           |Research and studies on education effectiveness, relevance and quality; systematic evaluation and monitoring.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               |      111|NA  |active | #> | 11220|Primary education                              |Formal and non-formal primary education for children; all elementary and first cycle systematic instruction; provision of learning materials.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               |      112|NA  |active | #> | 11230|Basic life skills for youth and adults         |Formal and non-formal education for basic life skills for young people and adults (adults education); literacy and numeracy training. Excludes health education (12261) and activities related to prevention of noncommunicable diseases. (123xx).                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          |      112|NA  |active | #> | 11231|Basic life skills for youth                    |Formal and non-formal education for basic life skills for young people.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     |      112|NA  |active | #> | 11232|Primary education equivalent for adults        |Formal primary education for adults.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        |      112|NA  |active | #> | 11240|Early childhood education                      |Formal and non-formal pre-school education.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |      112|NA  |active | #> | 11250|School feeding                                 |Provision of meals or snacks at school; other uses of food for the achievement of educational outcomes including “take-home” food rations provided as economic incentives to families (or foster families, or other child care institutions) in return for a child’s regular attendance at school; food provided to adults or youth who attend literacy or vocational training programmes; food for pre-school activities with an educational component. These activities may help reduce children’s hunger during the school day if provision of food/meals contains bioavailable nutrients to address specific nutrition needs and have nutrition expected outcomes in school children, or if the rationale mainstream nutrition or expected outcome is nutrition-linked. |      112|NA  |active |"},{"path":"/reference/codeSectorCategory.html","id":null,"dir":"Reference","previous_headings":"","what":"codeSectorCategory — codeSectorCategory","title":"codeSectorCategory — codeSectorCategory","text":"DAC 3 Digit Sector   External URL: http://www.oecd.org/dac/stats/dacandcrscodelists.htm","code":""},{"path":"/reference/codeSectorCategory.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"codeSectorCategory — codeSectorCategory","text":"","code":"codeSectorCategory"},{"path":"/reference/codeSectorCategory.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"codeSectorCategory — codeSectorCategory","text":"data frame 44 rows 6 variables: code double code name character name description character description category double  category url character url status character status","code":""},{"path":"/reference/codeSectorCategory.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"codeSectorCategory — codeSectorCategory","text":"https://iatistandard.org/en/iati-standard/203/codelists/","code":""},{"path":"/reference/codeSectorCategory.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"codeSectorCategory — codeSectorCategory","text":"","code":"{ knitr::kable(head(codeSectorCategory, 10)) } #>  #>  #> | code|name                                                 |description                                                                                                                                                              |category |url |status | #> |----:|:----------------------------------------------------|:------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:--------|:---|:------| #> |  111|Education, Level Unspecified                         |The codes in this category are to be used only when level of education is unspecified or unknown (e.g. training of primary school teachers should be coded under 11220). |NA       |NA  |active | #> |  112|Basic Education                                      |NA                                                                                                                                                                       |NA       |NA  |active | #> |  113|Secondary Education                                  |NA                                                                                                                                                                       |NA       |NA  |active | #> |  114|Post-Secondary Education                             |NA                                                                                                                                                                       |NA       |NA  |active | #> |  121|Health, General                                      |NA                                                                                                                                                                       |NA       |NA  |active | #> |  122|Basic Health                                         |NA                                                                                                                                                                       |NA       |NA  |active | #> |  123|Non-communicable diseases (NCDs)                     |NA                                                                                                                                                                       |NA       |NA  |active | #> |  130|Population Policies/Programmes & Reproductive Health |NA                                                                                                                                                                       |NA       |NA  |active | #> |  140|Water Supply & Sanitation                            |NA                                                                                                                                                                       |NA       |NA  |active | #> |  151|Government & Civil Society-general                   |N.B. Use code 51010 for general budget support.                                                                                                                          |NA       |NA  |active |"},{"path":"/reference/codeSectorVocabulary.html","id":null,"dir":"Reference","previous_headings":"","what":"codeSectorVocabulary — codeSectorVocabulary","title":"codeSectorVocabulary — codeSectorVocabulary","text":"Non-Core codelist.","code":""},{"path":"/reference/codeSectorVocabulary.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"codeSectorVocabulary — codeSectorVocabulary","text":"","code":"codeSectorVocabulary"},{"path":"/reference/codeSectorVocabulary.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"codeSectorVocabulary — codeSectorVocabulary","text":"data frame 13 rows 6 variables: code double code name character name description character description category double  category url character url status character status","code":""},{"path":"/reference/codeSectorVocabulary.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"codeSectorVocabulary — codeSectorVocabulary","text":"https://iatistandard.org/en/iati-standard/203/codelists/sectorvocabulary/","code":""},{"path":"/reference/codeSectorVocabulary.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"codeSectorVocabulary — codeSectorVocabulary","text":"","code":"{ knitr::kable(head(codeSectorVocabulary, 10)) } #>  #>  #> | code|name                                                                        |description                                                                                                         |category |url                                                                                                                  |status | #> |----:|:---------------------------------------------------------------------------|:-------------------------------------------------------------------------------------------------------------------|:--------|:--------------------------------------------------------------------------------------------------------------------|:------| #> |    1|OECD DAC CRS Purpose Codes (5 digit)                                        |The sector reported corresponds to an OECD DAC CRS 5-digit purpose code                                             |NA       |http://reference.iatistandard.org/codelists/Sector/                                                                  |active | #> |    2|OECD DAC CRS Purpose Codes (3 digit)                                        |The sector reported corresponds to an OECD DAC CRS 3-digit purpose code                                             |NA       |http://reference.iatistandard.org/codelists/SectorCategory/                                                          |active | #> |    3|Classification of the Functions of Government (UN)                          |The sector reported corresponds to the UN Classification of the Functions of Government (CoFoG)                     |NA       |http://unstats.un.org/unsd/cr/registry/regcst.asp?Cl=4                                                               |active | #> |    4|Statistical classification of economic activities in the European Community |The sector reported corresponds to the statistical classifications of economic activities in the European Community |NA       |http://ec.europa.eu/eurostat/ramon/nomenclatures/index.cfm?TargetUrl=LST_NOM_DTL&StrNom=NACE_REV2&StrLanguageCode=EN |active | #> |    5|National Taxonomy for Exempt Entities (USA)                                 |The sector reported corresponds to the National Taxonomy for Exempt Entities (NTEE) - USA                           |NA       |http://nccs.urban.org/classification/NTEE.cfm                                                                        |active | #> |    6|AidData                                                                     |The sector reported corresponds to AidData classifications                                                          |NA       |NA                                                                                                                   |active | #> |    7|SDG Goal                                                                    |A value from the top-level list of UN sustainable development goals (SDGs) (e.g. ‘1’)                               |NA       |https://sustainabledevelopment.un.org/?menu=1300                                                                     |active | #> |    8|SDG Target                                                                  |A value from the second-level list of UN sustainable development goals (SDGs) (e.g. ‘1.1’)                          |NA       |http://unstats.un.org/sdgs/indicators/indicators-list/                                                               |active | #> |    9|SDG Indicator                                                               |A value from the second-level list of UN sustainable development (SDG) indicators                                   |NA       |http://unstats.un.org/sdgs/indicators/indicators-list/                                                               |active | #> |   10|Humanitarian Global Clusters (Inter-Agency Standing Committee)              |The sector reported corresponds to an Inter-Agency Standard Committee Humanitarian Global Cluster code              |NA       |https://data.humdata.org/dataset/global-coordination-groups-beta                                                     |active |"},{"path":"/reference/codeTransactionType.html","id":null,"dir":"Reference","previous_headings":"","what":"codeTransactionType — codeTransactionType","title":"codeTransactionType — codeTransactionType","text":"Transaction Type -   Core codelist.","code":""},{"path":"/reference/codeTransactionType.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"codeTransactionType — codeTransactionType","text":"","code":"codeTransactionType"},{"path":"/reference/codeTransactionType.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"codeTransactionType — codeTransactionType","text":"data frame 13 rows 6 variables: code double code name character name description character description category double  category url character url status character status","code":""},{"path":"/reference/codeTransactionType.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"codeTransactionType — codeTransactionType","text":"https://iatistandard.org/en/iati-standard/203/codelists/","code":""},{"path":"/reference/codeTransactionType.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"codeTransactionType — codeTransactionType","text":"","code":"{ knitr::kable(head(codeTransactionType, 10)) } #>  #>  #> | code|name                |description                                                                                                                                                                                 |category |url |status | #> |----:|:-------------------|:-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:--------|:---|:------| #> |    1|Incoming Funds      |Funds recieved for use on the activity, which can be from an external or internal source.                                                                                                   |NA       |NA  |active | #> |    2|Outgoing Commitment |A firm, written obligation from a donor or provider to provide a specified amount of funds, under particular terms and conditions, for specific purposes, for the benefit of the recipient. |NA       |NA  |active | #> |    3|Disbursement        |Outgoing funds that are placed at the disposal of a recipient government or organisation, or funds transferred between two separately reported activities.                                  |NA       |NA  |active | #> |    4|Expenditure         |Outgoing funds that are spent on goods and services for the activity.                                                                                                                       |NA       |NA  |active | #> |    5|Interest Payment    |The actual amount of interest paid on a loan or line of credit, including fees.                                                                                                             |NA       |NA  |active | #> |    6|Loan Repayment      |The actual amount of principal (amortisation) repaid, including any arrears.                                                                                                                |NA       |NA  |active | #> |    7|Reimbursement       |A type of disbursement that covers funds that have already been spent by the recipient, as agreed in the terms of the grant or loan                                                         |NA       |NA  |active | #> |    8|Purchase of Equity  |Outgoing funds that are used to purchase equity in a business                                                                                                                               |NA       |NA  |active | #> |    9|Sale of Equity      |Incoming funds from the sale of equity.                                                                                                                                                     |NA       |NA  |active | #> |   10|Credit Guarantee    |A commitment made by a funding organisation to underwrite a loan or line of credit entered into by a third party.                                                                           |NA       |NA  |active |"},{"path":"/reference/codeUNSDGGoals.html","id":null,"dir":"Reference","previous_headings":"","what":"codeUNSDGGoals — codeUNSDGGoals","title":"codeUNSDGGoals — codeUNSDGGoals","text":"value top-level list UN sustainable development goals (SDGs) (e.g. ‘1’)   External URL: https://sustainabledevelopment.un.org/?menu=1300","code":""},{"path":"/reference/codeUNSDGGoals.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"codeUNSDGGoals — codeUNSDGGoals","text":"","code":"codeUNSDGGoals"},{"path":"/reference/codeUNSDGGoals.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"codeUNSDGGoals — codeUNSDGGoals","text":"data frame 17 rows 6 variables: code double code name character name description character description category double  category url character url status character status","code":""},{"path":"/reference/codeUNSDGGoals.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"codeUNSDGGoals — codeUNSDGGoals","text":"https://iatistandard.org/en/iati-standard/203/codelists/","code":""},{"path":"/reference/codeUNSDGGoals.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"codeUNSDGGoals — codeUNSDGGoals","text":"","code":"{ knitr::kable(head(codeUNSDGGoals, 10)) } #>  #>  #> | code|name                                                                                                                         |description |category |url |status | #> |----:|:----------------------------------------------------------------------------------------------------------------------------|:-----------|:--------|:---|:------| #> |    1|Goal 1. End poverty in all its forms everywhere                                                                              |NA          |NA       |NA  |active | #> |    2|Goal 2. End hunger, achieve food security and improved nutrition and promote sustainable agriculture                         |NA          |NA       |NA  |active | #> |    3|Goal 3. Ensure healthy lives and promote well-being for all at all ages                                                      |NA          |NA       |NA  |active | #> |    4|Goal 4. Ensure inclusive and equitable quality education and promote lifelong learning opportunities for all                 |NA          |NA       |NA  |active | #> |    5|Goal 5. Achieve gender equality and empower all women and girls                                                              |NA          |NA       |NA  |active | #> |    6|Goal 6. Ensure availability and sustainable management of water and sanitation for all                                       |NA          |NA       |NA  |active | #> |    7|Goal 7. Ensure access to affordable, reliable, sustainable and modern energy for all                                         |NA          |NA       |NA  |active | #> |    8|Goal 8. Promote sustained, inclusive and sustainable economic growth, full and productive employment and decent work for all |NA          |NA       |NA  |active | #> |    9|Goal 9. Build resilient infrastructure, promote inclusive and sustainable industrialization and foster innovation            |NA          |NA       |NA  |active | #> |   10|Goal 10. Reduce inequality within and among countries                                                                        |NA          |NA       |NA  |active |"},{"path":"/reference/codeUNSDGTargets.html","id":null,"dir":"Reference","previous_headings":"","what":"codeUNSDGTargets — codeUNSDGTargets","title":"codeUNSDGTargets — codeUNSDGTargets","text":"value second-level list UN sustainable development goals (SDGs) (e.g. ‘1.1’)   External URL: https://unstats.un.org/sdgs/indicators/indicators-list/","code":""},{"path":"/reference/codeUNSDGTargets.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"codeUNSDGTargets — codeUNSDGTargets","text":"","code":"codeUNSDGTargets"},{"path":"/reference/codeUNSDGTargets.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"codeUNSDGTargets — codeUNSDGTargets","text":"data frame 169 rows 6 variables: code double code name character name description character description category double  category url character url status character status","code":""},{"path":"/reference/codeUNSDGTargets.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"codeUNSDGTargets — codeUNSDGTargets","text":"https://iatistandard.org/en/iati-standard/203/codelists/","code":""},{"path":"/reference/codeUNSDGTargets.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"codeUNSDGTargets — codeUNSDGTargets","text":"","code":"{ knitr::kable(head(codeUNSDGTargets, 10)) } #>  #>  #> |code |name                                                                                                                                                                                                                                                                                                                                                                      |description |category |url |status | #> |:----|:-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:-----------|:--------|:---|:------| #> |1.1  |By 2030, eradicate extreme poverty for all people everywhere, currently measured as people living on less than $1.25 a day                                                                                                                                                                                                                                                |NA          |NA       |NA  |active | #> |1.2  |By 2030, reduce at least by half the proportion of men, women and children of all ages living in poverty in all its dimensions according to national definitions                                                                                                                                                                                                          |NA          |NA       |NA  |active | #> |1.3  |Implement nationally appropriate social protection systems and measures for all, including floors, and by 2030 achieve substantial coverage of the poor and the vulnerable                                                                                                                                                                                                |NA          |NA       |NA  |active | #> |1.4  |By 2030, ensure that all men and women, in particular the poor and the vulnerable, have equal rights to economic resources, as well as access to basic services, ownership and control over land and other forms of property, inheritance, natural resources, appropriate new technology and financial services, including microfinance                                   |NA          |NA       |NA  |active | #> |1.5  |By 2030, build the resilience of the poor and those in vulnerable situations and reduce their exposure and vulnerability to climate-related extreme events and other economic, social and environmental shocks and disasters                                                                                                                                              |NA          |NA       |NA  |active | #> |1.a  |Ensure significant mobilization of resources from a variety of sources, including through enhanced development cooperation, in order to provide adequate and predictable means for developing countries, in particular least developed countries, to implement programmes and policies to end poverty in all its dimensions                                               |NA          |NA       |NA  |active | #> |1.b  |Create sound policy frameworks at the national, regional and international levels, based on pro-poor and gender-sensitive development strategies, to support accelerated investment in poverty eradication actions                                                                                                                                                        |NA          |NA       |NA  |active | #> |2.1  |By 2030, end hunger and ensure access by all people, in particular the poor and people in vulnerable situations, including infants, to safe, nutritious and sufficient food all year round                                                                                                                                                                                |NA          |NA       |NA  |active | #> |2.2  |By 2030, end all forms of malnutrition, including achieving, by 2025, the internationally agreed targets on stunting and wasting in children under 5 years of age, and address the nutritional needs of adolescent girls, pregnant and lactating women and older persons                                                                                                  |NA          |NA       |NA  |active | #> |2.3  |By 2030, double the agricultural productivity and incomes of small-scale food producers, in particular women, indigenous peoples, family farmers, pastoralists and fishers, including through secure and equal access to land, other productive resources and inputs, knowledge, financial services, markets and opportunities for value addition and non-farm employment |NA          |NA       |NA  |active |"},{"path":"/reference/dataActivity.html","id":null,"dir":"Reference","previous_headings":"","what":"dataActivity — dataActivity","title":"dataActivity — dataActivity","text":"Records activities since UNHCR Programme 2016 IATI format","code":""},{"path":"/reference/dataActivity.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"dataActivity — dataActivity","text":"","code":"dataActivity"},{"path":"/reference/dataActivity.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"dataActivity — dataActivity","text":"data frame 825 rows 45 variables: iati_identifier character globally unique identifier activity. reporting_org character organisation issuing report. May primary source (reporting activity donor, implementing agency, etc) secondary source (reporting activities another organisation). reporting_org_ref character Machine-readable identification string organisation issuing report. Must format RegistrationAgency-RegistrationNumber RegistrationAgency valid code Organisation Registration Agency code list RegistrationNumber valid identifier issued RegistrationAgency. reporting_org_type character type organisation issuing report. See IATI codelist values. reporting_org_secondary_reporter logical flag indicating reporting organisation activity acting secondary reporter. secondary reporter one reproduces data activities organisation directly responsible. include publisher officially assigned proxy report behalf another. title_eng character short, human-readable title contains meaningful summary activity. English title_fr character short, human-readable title contains meaningful summary activity. French title_es character short, human-readable title contains meaningful summary activity. Spanish title_zh character short, human-readable title contains meaningful summary activity. Chinese title_ru character short, human-readable title contains meaningful summary activity. Russian title_ar character short, human-readable title contains meaningful summary activity. Arabic description_type_1 character type description provided. required one general description activity reported. description_eng_1 character Description type 1 - English descriptionv_fr_1 character Description type 1 - French description_type_2 character COLUMN_DESCRIPTION description_eng_2 character COLUMN_DESCRIPTION descriptionv_fr_2 character COLUMN_DESCRIPTION activity_status_code double COLUMN_DESCRIPTION activity_date_1 date COLUMN_DESCRIPTION activity_date_type_1 double COLUMN_DESCRIPTION activity_date_2 date COLUMN_DESCRIPTION activity_date_type_2 double COLUMN_DESCRIPTION activity_date_3 date COLUMN_DESCRIPTION activity_date_type_3 double COLUMN_DESCRIPTION activity_date_4 date COLUMN_DESCRIPTION activity_date_type_4 double COLUMN_DESCRIPTION contact_info_type character COLUMN_DESCRIPTION contact_info_org character COLUMN_DESCRIPTION contact_info_email character COLUMN_DESCRIPTION contact_info_website character COLUMN_DESCRIPTION contact_info_mailing_address character COLUMN_DESCRIPTION activity_scope_code double activity_scope_code recipient_country_code character recipient_country_code alpha 2 letters recipient_country_pct logical percentage activity recipoent country recipient_country logical COLUMN_DESCRIPTION recipient_region_code double COLUMN_DESCRIPTION recipient_region_vocabulary double COLUMN_DESCRIPTION recipient_region_vocabulary_url character COLUMN_DESCRIPTION recipient_region_pct logical COLUMN_DESCRIPTION recipient_region character recipient_region collaboration_type_code double type collaboration involved activity’s disbursements, e.g. “bilateral” “multilateral”. default_flow_type_code double COLUMN_DESCRIPTION default_finance_type_code double COLUMN_DESCRIPTION default_tied_status_code double COLUMN_DESCRIPTION capital_spend double capital_spend year character iati id year iati_identifier_reg_ops character iati_identifier_reg_ops is_operation logical UNHCR Field Operation programmme character ID programme region programmme_lab character label programme region iati_identifier_ops character Operation identifier iso3c character iso 3 character country ops_type character type operation single country operation ctr_name character countyr name unhcr_region character unhcr region reporting_org_type_name character reporting_org_type_name reporting_org_type_description character reporting_org_type_description activity_status_name character activity_status_name activity_status_description character activity_status_description activity_scope_name character activity_scope_name activity_scope_description character activity_scope_description collaboration_type_name character collaboration_type_name collaboration_type_description character collaboration_type_description","code":""},{"path":"/reference/dataActivity.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"dataActivity — dataActivity","text":"https://iatistandard.org/en/iati-standard/203/activity-standard/iati-activities/iati-activity/","code":""},{"path":"/reference/dataActivity.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"dataActivity — dataActivity","text":"","code":"{ knitr::kable(head(dataActivity, 10)) } #>  #>  #> |iati_identifier           |reporting_org                                         |reporting_org_ref | reporting_org_type|reporting_org_secondary_reporter |title_eng                                                   |title_fr                                                       |title_es |title_zh |title_ru |title_ar | description_type_1|description_eng_1                                                                                                                           |descriptionv_fr_1                                                                                                                                                | description_type_2|description_eng_2                                                                                                                                                                                   |descriptionv_fr_2                                                                                                                                                                                                                                                       | activity_status_code|activity_date_1 | activity_date_type_1|activity_date_2 | activity_date_type_2|activity_date_3 | activity_date_type_3|activity_date_4 | activity_date_type_4|contact_info_type |contact_info_org                                      |contact_info_email |contact_info_website  |contact_info_mailing_address                      | activity_scope_code|recipient_country_code |recipient_country_pct |recipient_country | recipient_region_code| recipient_region_vocabulary|recipient_region_vocabulary_url         |recipient_region_pct |recipient_region             | collaboration_type_code| default_flow_type_code| default_finance_type_code| default_tied_status_code| capital_spend|year |iati_identifier_reg_ops |is_operation |programmme |programmme_lab               |iati_identifier_ops |iso3c |ops_type |ctr_name     |unhcr_region            |reporting_org_type_name |reporting_org_type_description |activity_status_name |activity_status_description                                            |activity_scope_name |activity_scope_description                   |collaboration_type_name |collaboration_type_description | #> |:-------------------------|:-----------------------------------------------------|:-----------------|------------------:|:--------------------------------|:-----------------------------------------------------------|:--------------------------------------------------------------|:--------|:--------|:--------|:--------|------------------:|:-------------------------------------------------------------------------------------------------------------------------------------------|:----------------------------------------------------------------------------------------------------------------------------------------------------------------|------------------:|:---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|--------------------:|:---------------|--------------------:|:---------------|--------------------:|:---------------|--------------------:|:---------------|--------------------:|:-----------------|:-----------------------------------------------------|:------------------|:---------------------|:-------------------------------------------------|-------------------:|:----------------------|:---------------------|:-----------------|---------------------:|---------------------------:|:---------------------------------------|:--------------------|:----------------------------|-----------------------:|----------------------:|-------------------------:|------------------------:|-------------:|:----|:-----------------------|:------------|:----------|:----------------------------|:-------------------|:-----|:--------|:------------|:-----------------------|:-----------------------|:------------------------------|:--------------------|:----------------------------------------------------------------------|:-------------------|:--------------------------------------------|:-----------------------|:------------------------------| #> |XM-DAC-41121-2016         |United Nations High Commissioner for Refugees (UNHCR) |XM-DAC-41121      |                 40|NA                               |UNHCR - The UN Refugee Agency (2016)                        |UNHCR - L'Agence des Nations Unies pour les réfugiés (2016)    |NA       |NA       |NA       |NA       |                  1|This is the overall activity for 2016 UNHCR operations.                                                                                     |Celle-ci est l'activité globale des opérations du HCR en 2016.                                                                                                   |                  3|UNHCR, the UN Refugee Agency, is a global organisation dedicated to saving lives, protecting rights and building a better future for refugees, forcibly displaced communities and stateless people. |Le HCR, l'Agence des Nations Unies pour les réfugiés, est une organisation internationale qui a pour mission de sauver des vies, de protéger les droits des réfugiés et de construire un avenir meilleur pour les réfugiés, les communautés déplacées et les apatrides. |                    4|2016-12-31      |                    4|2016-01-01      |                    2|2016-01-01      |                    1|2016-12-31      |                    3|1                 |United Nations High Commissioner for Refugees (UNHCR) |IATI@unhcr.org     |http://www.unhcr.org/ |Case Postale 2500, CH-1211 Genève 2 Dépôt, Suisse |                   1|NA                     |NA                    |NA                |                     1|                           2|NA                                      |NA                   |World                        |                       4|                     10|                       110|                        5|             0|2016 |                        |FALSE        |           |                             |                    |      |         |NA           |NA                      |Multilateral            |NA                             |Closed               |Physical activity is complete or the final disbursement has been made. |Global              |The activity scope is global                 |Multilateral outflows   |NA                             | #> |XM-DAC-41121-2016-AFR     |United Nations High Commissioner for Refugees (UNHCR) |XM-DAC-41121      |                 40|NA                               |UNHCR operations in Africa (2016)                           |Opérations du HCR en Afrique (2016)                            |NA       |NA       |NA       |NA       |                  1|This activity shows details of the UNHCR operations in Africa for 2016 including broadly earmarked contributions.                           |Cette activité montre les détails des opérations du HCR en Afrique pour 2016, y compris les financements affectés au niveau régional.                            |                  3|UNHCR, the UN Refugee Agency, is a global organisation dedicated to saving lives, protecting rights and building a better future for refugees, forcibly displaced communities and stateless people. |Le HCR, l'Agence des Nations Unies pour les réfugiés, est une organisation internationale qui a pour mission de sauver des vies, de protéger les droits des réfugiés et de construire un avenir meilleur pour les réfugiés, les communautés déplacées et les apatrides. |                    4|2016-01-01      |                    1|2016-01-01      |                    2|2016-12-31      |                    3|2016-12-31      |                    4|1                 |United Nations High Commissioner for Refugees (UNHCR) |IATI@unhcr.org     |http://www.unhcr.org/ |Case Postale 2500, CH-1211 Genève 2 Dépôt, Suisse |                   2|NA                     |NA                    |NA                |                    NA|                          99|http://www.unhcr.org/where-we-work.html |NA                   |Africa                       |                       4|                     10|                       110|                        5|             0|2016 |AFR                     |FALSE        |AFR        |Africa                       |                    |      |         |NA           |NA                      |Multilateral            |NA                             |Closed               |Physical activity is complete or the final disbursement has been made. |Regional            |The activity scope is a supranational region |Multilateral outflows   |NA                             | #> |XM-DAC-41121-2016-AME     |United Nations High Commissioner for Refugees (UNHCR) |XM-DAC-41121      |                 40|NA                               |UNHCR operations in the Americas (2016)                     |Opérations du HCR dans les Amériques (2016)                    |NA       |NA       |NA       |NA       |                  1|This activity shows details of the UNHCR operations in the Americas for 2016 including broadly earmarked contributions.                     |Cette activité montre les détails des opérations du HCR dans les Amériques pour 2016, y compris les financements affectés au niveau régional.                    |                  3|UNHCR, the UN Refugee Agency, is a global organisation dedicated to saving lives, protecting rights and building a better future for refugees, forcibly displaced communities and stateless people. |Le HCR, l'Agence des Nations Unies pour les réfugiés, est une organisation internationale qui a pour mission de sauver des vies, de protéger les droits des réfugiés et de construire un avenir meilleur pour les réfugiés, les communautés déplacées et les apatrides. |                    4|2016-01-01      |                    1|2016-01-01      |                    2|2016-12-31      |                    3|2016-12-31      |                    4|1                 |United Nations High Commissioner for Refugees (UNHCR) |IATI@unhcr.org     |http://www.unhcr.org/ |Case Postale 2500, CH-1211 Genève 2 Dépôt, Suisse |                   2|NA                     |NA                    |NA                |                    NA|                          99|http://www.unhcr.org/where-we-work.html |NA                   |The Americas                 |                       4|                     10|                       110|                        5|             0|2016 |AME                     |FALSE        |AME        |The Americas                 |                    |      |         |NA           |NA                      |Multilateral            |NA                             |Closed               |Physical activity is complete or the final disbursement has been made. |Regional            |The activity scope is a supranational region |Multilateral outflows   |NA                             | #> |XM-DAC-41121-2016-ASO     |United Nations High Commissioner for Refugees (UNHCR) |XM-DAC-41121      |                 40|NA                               |UNHCR operations in Asia and the Pacific (2016)             |Opérations du HCR en Asie et dans le Pacifique (2016)          |NA       |NA       |NA       |NA       |                  1|This activity shows details of the UNHCR operations in Asia and the Pacific for 2016 including broadly earmarked contributions.             |Cette activité montre les détails des opérations du HCR en Asie et dans le Pacifique pour 2016, y compris les financements affectés au niveau régional.          |                  3|UNHCR, the UN Refugee Agency, is a global organisation dedicated to saving lives, protecting rights and building a better future for refugees, forcibly displaced communities and stateless people. |Le HCR, l'Agence des Nations Unies pour les réfugiés, est une organisation internationale qui a pour mission de sauver des vies, de protéger les droits des réfugiés et de construire un avenir meilleur pour les réfugiés, les communautés déplacées et les apatrides. |                    4|2016-12-31      |                    4|2016-01-01      |                    1|2016-12-31      |                    3|2016-01-01      |                    2|1                 |United Nations High Commissioner for Refugees (UNHCR) |IATI@unhcr.org     |http://www.unhcr.org/ |Case Postale 2500, CH-1211 Genève 2 Dépôt, Suisse |                   2|NA                     |NA                    |NA                |                    NA|                          99|http://www.unhcr.org/where-we-work.html |NA                   |Asia and the Pacific         |                       4|                     10|                       110|                        5|             0|2016 |ASO                     |FALSE        |ASO        |Asia and the Pacific         |                    |      |         |NA           |NA                      |Multilateral            |NA                             |Closed               |Physical activity is complete or the final disbursement has been made. |Regional            |The activity scope is a supranational region |Multilateral outflows   |NA                             | #> |XM-DAC-41121-2016-EUR     |United Nations High Commissioner for Refugees (UNHCR) |XM-DAC-41121      |                 40|NA                               |UNHCR operations in Europe (2016)                           |Opérations du HCR en Europe (2016)                             |NA       |NA       |NA       |NA       |                  1|This activity shows details of the UNHCR operations in Europe for 2016 including including broadly earmarked contributions.                 |Cette activité montre les détails des opérations du HCR en Europe pour 2016, y compris les financements affectés au niveau régional.                             |                  3|UNHCR, the UN Refugee Agency, is a global organisation dedicated to saving lives, protecting rights and building a better future for refugees, forcibly displaced communities and stateless people. |Le HCR, l'Agence des Nations Unies pour les réfugiés, est une organisation internationale qui a pour mission de sauver des vies, de protéger les droits des réfugiés et de construire un avenir meilleur pour les réfugiés, les communautés déplacées et les apatrides. |                    4|2016-01-01      |                    2|2016-12-31      |                    4|2016-01-01      |                    1|2016-12-31      |                    3|1                 |United Nations High Commissioner for Refugees (UNHCR) |IATI@unhcr.org     |http://www.unhcr.org/ |Case Postale 2500, CH-1211 Genève 2 Dépôt, Suisse |                   2|NA                     |NA                    |NA                |                    NA|                          99|http://www.unhcr.org/where-we-work.html |NA                   |Europe                       |                       4|                     10|                       110|                        5|             0|2016 |EUR                     |FALSE        |EUR        |Europe                       |                    |      |         |NA           |NA                      |Multilateral            |NA                             |Closed               |Physical activity is complete or the final disbursement has been made. |Regional            |The activity scope is a supranational region |Multilateral outflows   |NA                             | #> |XM-DAC-41121-2016-MENA    |United Nations High Commissioner for Refugees (UNHCR) |XM-DAC-41121      |                 40|NA                               |UNHCR operations in the Middle East and North Africa (2016) |Opérations du HCR au Moyen-Orient et au Afrique du Nord (2016) |NA       |NA       |NA       |NA       |                  1|This activity shows details of the UNHCR operations in the Middle East and North Africa for 2016 including broadly earmarked contributions. |Cette activité montre les détails des opérations du HCR au Moyen-Orient et au Afrique du Nord pour 2016, y compris les financements affectés au niveau régional. |                  3|UNHCR, the UN Refugee Agency, is a global organisation dedicated to saving lives, protecting rights and building a better future for refugees, forcibly displaced communities and stateless people. |Le HCR, l'Agence des Nations Unies pour les réfugiés, est une organisation internationale qui a pour mission de sauver des vies, de protéger les droits des réfugiés et de construire un avenir meilleur pour les réfugiés, les communautés déplacées et les apatrides. |                    4|2016-01-01      |                    1|2016-12-31      |                    4|2016-01-01      |                    2|2016-12-31      |                    3|1                 |United Nations High Commissioner for Refugees (UNHCR) |IATI@unhcr.org     |http://www.unhcr.org/ |Case Postale 2500, CH-1211 Genève 2 Dépôt, Suisse |                   2|NA                     |NA                    |NA                |                    NA|                          99|http://www.unhcr.org/where-we-work.html |NA                   |Middle East and North Africa |                       4|                     10|                       110|                        5|             0|2016 |MENA                    |FALSE        |MENA       |Middle East and North Africa |                    |      |         |NA           |NA                      |Multilateral            |NA                             |Closed               |Physical activity is complete or the final disbursement has been made. |Regional            |The activity scope is a supranational region |Multilateral outflows   |NA                             | #> |XM-DAC-41121-2016-AFR-AGO |United Nations High Commissioner for Refugees (UNHCR) |XM-DAC-41121      |                 40|NA                               |UNHCR Operation in Angola (2016)                            |L'opération du HCR en Angola (2016)                            |NA       |NA       |NA       |NA       |                  1|This activity shows details of the UNHCR operation in Angola for 2016 including the budget, funding, expenditure and results.               |Cette activité montre les détails de l'opération du HCR en Angola pour 2016, y compris le budget, les financements, les dépenses et les résultats.               |                  3|UNHCR, the UN Refugee Agency, is a global organisation dedicated to saving lives, protecting rights and building a better future for refugees, forcibly displaced communities and stateless people. |Le HCR, l'Agence des Nations Unies pour les réfugiés, est une organisation internationale qui a pour mission de sauver des vies, de protéger les droits des réfugiés et de construire un avenir meilleur pour les réfugiés, les communautés déplacées et les apatrides. |                    4|2016-12-31      |                    4|2016-01-01      |                    2|2016-01-01      |                    1|2016-12-31      |                    3|1                 |United Nations High Commissioner for Refugees (UNHCR) |IATI@unhcr.org     |http://www.unhcr.org/ |Case Postale 2500, CH-1211 Genève 2 Dépôt, Suisse |                   4|AO                     |NA                    |NA                |                    NA|                          NA|NA                                      |NA                   |NA                           |                       4|                     10|                       110|                        5|             0|2016 |AFR-AGO                 |TRUE         |AFR        |Africa                       |AGO                 |AGO   |         |Angola       |Southern Africa         |Multilateral            |NA                             |Closed               |Physical activity is complete or the final disbursement has been made. |National            |The activity scope covers one country        |Multilateral outflows   |NA                             | #> |XM-DAC-41121-2016-AFR-BDI |United Nations High Commissioner for Refugees (UNHCR) |XM-DAC-41121      |                 40|NA                               |UNHCR Operation in Burundi (2016)                           |L'opération du HCR au Burundi (2016)                           |NA       |NA       |NA       |NA       |                  1|This activity shows details of the UNHCR operation in Burundi for 2016 including the budget, funding, expenditure and results.              |Cette activité montre les détails de l'opération du HCR au Burundi pour 2016, y compris le budget, les financements, les dépenses et les résultats.              |                  3|UNHCR, the UN Refugee Agency, is a global organisation dedicated to saving lives, protecting rights and building a better future for refugees, forcibly displaced communities and stateless people. |Le HCR, l'Agence des Nations Unies pour les réfugiés, est une organisation internationale qui a pour mission de sauver des vies, de protéger les droits des réfugiés et de construire un avenir meilleur pour les réfugiés, les communautés déplacées et les apatrides. |                    4|2016-01-01      |                    1|2016-12-31      |                    4|2016-01-01      |                    2|2016-12-31      |                    3|1                 |United Nations High Commissioner for Refugees (UNHCR) |IATI@unhcr.org     |http://www.unhcr.org/ |Case Postale 2500, CH-1211 Genève 2 Dépôt, Suisse |                   4|BI                     |NA                    |NA                |                    NA|                          NA|NA                                      |NA                   |NA                           |                       4|                     10|                       110|                        5|             0|2016 |AFR-BDI                 |TRUE         |AFR        |Africa                       |BDI                 |BDI   |         |Burundi      |East and Horn of Africa |Multilateral            |NA                             |Closed               |Physical activity is complete or the final disbursement has been made. |National            |The activity scope covers one country        |Multilateral outflows   |NA                             | #> |XM-DAC-41121-2016-AFR-BFA |United Nations High Commissioner for Refugees (UNHCR) |XM-DAC-41121      |                 40|NA                               |UNHCR Operation in Burkina Faso (2016)                      |L'opération du HCR au Burkina Faso (2016)                      |NA       |NA       |NA       |NA       |                  1|This activity shows details of the UNHCR operation in Burkina Faso for 2016 including the budget, funding, expenditure and results.         |Cette activité montre les détails de l'opération du HCR au Burkina Faso pour 2016, y compris le budget, les financements, les dépenses et les résultats.         |                  3|UNHCR, the UN Refugee Agency, is a global organisation dedicated to saving lives, protecting rights and building a better future for refugees, forcibly displaced communities and stateless people. |Le HCR, l'Agence des Nations Unies pour les réfugiés, est une organisation internationale qui a pour mission de sauver des vies, de protéger les droits des réfugiés et de construire un avenir meilleur pour les réfugiés, les communautés déplacées et les apatrides. |                    4|2016-01-01      |                    1|2016-12-31      |                    4|2016-12-31      |                    3|2016-01-01      |                    2|1                 |United Nations High Commissioner for Refugees (UNHCR) |IATI@unhcr.org     |http://www.unhcr.org/ |Case Postale 2500, CH-1211 Genève 2 Dépôt, Suisse |                   4|BF                     |NA                    |NA                |                    NA|                          NA|NA                                      |NA                   |NA                           |                       4|                     10|                       110|                        5|             0|2016 |AFR-BFA                 |TRUE         |AFR        |Africa                       |BFA                 |BFA   |         |Burkina Faso |West and Central Africa |Multilateral            |NA                             |Closed               |Physical activity is complete or the final disbursement has been made. |National            |The activity scope covers one country        |Multilateral outflows   |NA                             | #> |XM-DAC-41121-2016-AFR-BWA |United Nations High Commissioner for Refugees (UNHCR) |XM-DAC-41121      |                 40|NA                               |UNHCR Operation in Botswana (2016)                          |L'opération du HCR au Botswana (2016)                          |NA       |NA       |NA       |NA       |                  1|This activity shows details of the UNHCR operation in Botswana for 2016 including the budget, funding, expenditure and results.             |Cette activité montre les détails de l'opération du HCR au Botswana pour 2016, y compris le budget, les financements, les dépenses et les résultats.             |                  3|UNHCR, the UN Refugee Agency, is a global organisation dedicated to saving lives, protecting rights and building a better future for refugees, forcibly displaced communities and stateless people. |Le HCR, l'Agence des Nations Unies pour les réfugiés, est une organisation internationale qui a pour mission de sauver des vies, de protéger les droits des réfugiés et de construire un avenir meilleur pour les réfugiés, les communautés déplacées et les apatrides. |                    4|2016-01-01      |                    1|2016-01-01      |                    2|2016-12-31      |                    3|2016-12-31      |                    4|1                 |United Nations High Commissioner for Refugees (UNHCR) |IATI@unhcr.org     |http://www.unhcr.org/ |Case Postale 2500, CH-1211 Genève 2 Dépôt, Suisse |                   4|BW                     |NA                    |NA                |                    NA|                          NA|NA                                      |NA                   |NA                           |                       4|                     10|                       110|                        5|             0|2016 |AFR-BWA                 |TRUE         |AFR        |Africa                       |BWA                 |BWA   |         |Botswana     |Southern Africa         |Multilateral            |NA                             |Closed               |Physical activity is complete or the final disbursement has been made. |National            |The activity scope covers one country        |Multilateral outflows   |NA                             |"},{"path":"/reference/dataBudget.html","id":null,"dir":"Reference","previous_headings":"","what":"dataBudget — dataBudget","title":"dataBudget — dataBudget","text":"Display budget operation","code":""},{"path":"/reference/dataBudget.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"dataBudget — dataBudget","text":"","code":"dataBudget"},{"path":"/reference/dataBudget.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"dataBudget — dataBudget","text":"data frame 12 variables: iati_identifier character COLUMN_DESCRIPTION budget_type double COLUMN_DESCRIPTION budget_status double COLUMN_DESCRIPTION budget_period_start character COLUMN_DESCRIPTION budget_period_end character COLUMN_DESCRIPTION budget_currency character COLUMN_DESCRIPTION budget_value_date character COLUMN_DESCRIPTION budget_value double COLUMN_DESCRIPTION budget_type_name character COLUMN_DESCRIPTION budget_type_description character COLUMN_DESCRIPTION budget_status_name character COLUMN_DESCRIPTION budget_status_description character COLUMN_DESCRIPTION","code":""},{"path":"/reference/dataBudget.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"dataBudget — dataBudget","text":"https://iatistandard.org/en/iati-standard/203/","code":""},{"path":"/reference/dataBudget.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"dataBudget — dataBudget","text":"","code":"{ knitr::kable(head(dataBudget, 10)) } #>  #>  #> |iati_identifier             | budget_type| budget_status|budget_period_start |budget_period_end |budget_currency |budget_value_date | budget_value|budget_type_name |budget_type_description |budget_status_name |budget_status_description | #> |:---------------------------|-----------:|-------------:|:-------------------|:-----------------|:---------------|:-----------------|------------:|:----------------|:-----------------------|:------------------|:-------------------------| #> |XM-DAC-41121-2016-AFR-AGO   |          NA|            NA|2016-01-01          |2016-12-31        |USD             |2017-06-15        |      3721490|NA               |NA                      |NA                 |NA                        | #> |XM-DAC-41121-2016-AFR-BDI   |          NA|            NA|2016-01-01          |2016-12-31        |USD             |2017-06-15        |     34538842|NA               |NA                      |NA                 |NA                        | #> |XM-DAC-41121-2016-AFR-BFA   |          NA|            NA|2016-01-01          |2016-12-31        |USD             |2017-06-15        |     21679176|NA               |NA                      |NA                 |NA                        | #> |XM-DAC-41121-2016-AFR-BWA   |          NA|            NA|2016-01-01          |2016-12-31        |USD             |2017-06-15        |      3333215|NA               |NA                      |NA                 |NA                        | #> |XM-DAC-41121-2016-AFR-CAF   |          NA|            NA|2016-01-01          |2016-12-31        |USD             |2017-06-15        |     57558704|NA               |NA                      |NA                 |NA                        | #> |XM-DAC-41121-2016-AFR-CIV   |          NA|            NA|2016-01-01          |2016-12-31        |USD             |2017-06-15        |     30785020|NA               |NA                      |NA                 |NA                        | #> |XM-DAC-41121-2016-AFR-CMR   |          NA|            NA|2016-01-01          |2016-12-31        |USD             |2017-06-15        |     98624603|NA               |NA                      |NA                 |NA                        | #> |XM-DAC-41121-2016-AFR-CODRO |          NA|            NA|2016-01-01          |2016-12-31        |USD             |2017-06-15        |    209710336|NA               |NA                      |NA                 |NA                        | #> |XM-DAC-41121-2016-AFR-COG   |          NA|            NA|2016-01-01          |2016-12-31        |USD             |2017-06-15        |     32000000|NA               |NA                      |NA                 |NA                        | #> |XM-DAC-41121-2016-AFR-DJI   |          NA|            NA|2016-01-01          |2016-12-31        |USD             |2017-06-15        |     31987830|NA               |NA                      |NA                 |NA                        |"},{"path":"/reference/dataDefault_aid_type.html","id":null,"dir":"Reference","previous_headings":"","what":"dataDefault_aid_type — dataDefault_aid_type","title":"dataDefault_aid_type — dataDefault_aid_type","text":"Default_aid_type","code":""},{"path":"/reference/dataDefault_aid_type.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"dataDefault_aid_type — dataDefault_aid_type","text":"","code":"dataDefault_aid_type"},{"path":"/reference/dataDefault_aid_type.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"dataDefault_aid_type — dataDefault_aid_type","text":"data frame iati_identifier character globally unique identifier activity. default_aid_type_code character aid_type_code default_aid_type_vocabulary logical aid_type_vocabulary","code":""},{"path":"/reference/dataDefault_aid_type.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"dataDefault_aid_type — dataDefault_aid_type","text":"https://iatistandard.org/en/iati-standard/203/","code":""},{"path":"/reference/dataDefault_aid_type.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"dataDefault_aid_type — dataDefault_aid_type","text":"","code":"{ knitr::kable(head(dataDefault_aid_type, 10)) } #>  #>  #> |iati_identifier           |default_aid_type_code |default_aid_type_vocabulary | #> |:-------------------------|:---------------------|:---------------------------| #> |XM-DAC-41121-2016         |B02                   |NA                          | #> |XM-DAC-41121-2016-AFR     |B02                   |NA                          | #> |XM-DAC-41121-2016-AME     |B02                   |NA                          | #> |XM-DAC-41121-2016-ASO     |B02                   |NA                          | #> |XM-DAC-41121-2016-EUR     |B02                   |NA                          | #> |XM-DAC-41121-2016-MENA    |B02                   |NA                          | #> |XM-DAC-41121-2016-AFR-AGO |B02                   |NA                          | #> |XM-DAC-41121-2016-AFR-BDI |B02                   |NA                          | #> |XM-DAC-41121-2016-AFR-BFA |B02                   |NA                          | #> |XM-DAC-41121-2016-AFR-BWA |B02                   |NA                          |"},{"path":"/reference/dataDocument_link.html","id":null,"dir":"Reference","previous_headings":"","what":"dataDocument_link — dataDocument_link","title":"dataDocument_link — dataDocument_link","text":"Links additional documents relation programme","code":""},{"path":"/reference/dataDocument_link.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"dataDocument_link — dataDocument_link","text":"","code":"dataDocument_link"},{"path":"/reference/dataDocument_link.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"dataDocument_link — dataDocument_link","text":"data frame 4722 rows 7 variables: iati_identifier character globally unique identifier activity. document_url character document_url document_format character COLUMN_DESCRIPTION document_title character COLUMN_DESCRIPTION document_category_code character COLUMN_DESCRIPTION document_language_code character COLUMN_DESCRIPTION document_date character COLUMN_DESCRIPTION","code":""},{"path":"/reference/dataDocument_link.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"dataDocument_link — dataDocument_link","text":"https://iatistandard.org/en/iati-standard/203/","code":""},{"path":"/reference/dataDocument_link.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"dataDocument_link — dataDocument_link","text":"","code":"{ knitr::kable(head(dataDocument_link, 10)) } #>  #>  #> |iati_identifier   |document_url                                                                                  |document_format |document_title                                                           |document_category_code |document_language_code |document_date | #> |:-----------------|:---------------------------------------------------------------------------------------------|:---------------|:------------------------------------------------------------------------|:----------------------|:----------------------|:-------------| #> |XM-DAC-41121-2016 |http://reporting.unhcr.org/sites/default/files/gr2016/pdf/Book_GR_2016_ENGLISH_complete.pdf   |application/pdf |UNHCR Global Report 2016                                                 |B01                    |en                     |2020-02-16    | #> |XM-DAC-41121-2016 |http://reporting.unhcr.org/node/18991                                                         |text/html       |Use of Unearmarked Funding in 2016                                       |B01                    |en                     |2020-02-16    | #> |XM-DAC-41121-2016 |http://reporting.unhcr.org/sites/default/files/gr2016/pdf/fr/Book_GR_2016_FRENCH_Complete.pdf |application/pdf |UNHCR Rapport Global 2016                                                |B01                    |fr                     |2020-02-16    | #> |XM-DAC-41121-2016 |http://reporting.unhcr.org/node/15495                                                         |text/html       |Emerging Resettlement Countries Joint Support Mechanism (ERCM)           |B02                    |en                     |2020-02-16    | #> |XM-DAC-41121-2016 |http://reporting.unhcr.org/node/15535                                                         |text/html       |Multi-Year Pilots Promoting Solutions 2016-2019                          |B02                    |en                     |2020-02-16    | #> |XM-DAC-41121-2016 |http://www.unhcr.org/ga16/index.xml                                                           |text/html       |UNHCR Global Appeal 2016-2017                                            |B02                    |en                     |2020-02-16    | #> |XM-DAC-41121-2016 |http://www.unhcr.org/fr/ga16/index.xml                                                        |text/html       |UNHCR Appel Global 2016-2017                                             |B02                    |fr                     |2020-02-16    | #> |XM-DAC-41121-2016 |http://reporting.unhcr.org/node/16975                                                         |text/html       |2006 - 2015 Ten Years of Reforms                                         |B09                    |en                     |2020-02-16    | #> |XM-DAC-41121-2016 |http://reporting.unhcr.org/node/16934                                                         |text/html       |#Ibelong Campaign to End Statelessness Special Appeal                    |B12                    |en                     |2020-02-16    | #> |XM-DAC-41121-2016 |http://reporting.unhcr.org/node/14017                                                         |text/html       |Building Resilience and Solutions for Afghan refugees in South-West Asia |B12                    |en                     |2020-02-16    |"},{"path":"/reference/dataHumanitarian_scope.html","id":null,"dir":"Reference","previous_headings":"","what":"dataHumanitarian_scope — dataHumanitarian_scope","title":"dataHumanitarian_scope — dataHumanitarian_scope","text":"DATASET_DESCRIPTION","code":""},{"path":"/reference/dataHumanitarian_scope.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"dataHumanitarian_scope — dataHumanitarian_scope","text":"","code":"dataHumanitarian_scope"},{"path":"/reference/dataHumanitarian_scope.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"dataHumanitarian_scope — dataHumanitarian_scope","text":"data frame 1578 rows 8 variables: iati_identifier character globally unique identifier activity. humanitarian_scope_type character COLUMN_DESCRIPTION humanitarian_scope_vocabulary character COLUMN_DESCRIPTION humanitarian_scope_vocabulary_uri character COLUMN_DESCRIPTION humanitarian_scope_code character COLUMN_DESCRIPTION humanitarian_scope_pct logical COLUMN_DESCRIPTION humanitarian_scope_desc_eng character COLUMN_DESCRIPTION humanitarian_scope_desc_fr character COLUMN_DESCRIPTION","code":""},{"path":"/reference/dataHumanitarian_scope.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"dataHumanitarian_scope — dataHumanitarian_scope","text":"https://iatistandard.org/en/iati-standard/203/","code":""},{"path":"/reference/dataHumanitarian_scope.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"dataHumanitarian_scope — dataHumanitarian_scope","text":"","code":"{ knitr::kable(head(dataHumanitarian_scope, 10)) } #>  #>  #> |iati_identifier           |humanitarian_scope_type |humanitarian_scope_vocabulary |humanitarian_scope_vocabulary_uri       |humanitarian_scope_code    |humanitarian_scope_pct |humanitarian_scope_desc_eng                                             |humanitarian_scope_desc_fr | #> |:-------------------------|:-----------------------|:-----------------------------|:---------------------------------------|:--------------------------|:----------------------|:-----------------------------------------------------------------------|:--------------------------| #> |XM-DAC-41121-2016         |2                       |99                            |http://reporting.unhcr.org/publications |GLOBAL-APPEAL-2016-2017    |NA                     |Global Appeal 2016-2017                                                 |Appel global 2016-2017     | #> |XM-DAC-41121-2016-AFR     |2                       |99                            |http://reporting.unhcr.org/node/15206   |BURUNDI-SITUATION-2016     |NA                     |BURUNDI SITUATION Supplementary Appeal January - December 2016          |NA                         | #> |XM-DAC-41121-2016-AFR     |2                       |99                            |http://reporting.unhcr.org/publications |GLOBAL-APPEAL-2016-2017    |NA                     |Global Appeal 2016-2017                                                 |Appel global 2016-2017     | #> |XM-DAC-41121-2016-AFR     |2                       |99                            |http://reporting.unhcr.org/node/20748   |SOUTH-SUDAN-SITUATION-2016 |NA                     |SOUTH SUDAN SITUATION Supplementary Appeal January - December 2016      |NA                         | #> |XM-DAC-41121-2016-AME     |2                       |99                            |http://reporting.unhcr.org/publications |GLOBAL-APPEAL-2016-2017    |NA                     |Global Appeal 2016-2017                                                 |Appel global 2016-2017     | #> |XM-DAC-41121-2016-AME     |2                       |99                            |http://reporting.unhcr.org/node/13944   |NTCA-SITUATION-2016        |NA                     |Regional Response to the Northern Triangle of Central America Situation |NA                         | #> |XM-DAC-41121-2016-ASO     |2                       |99                            |http://reporting.unhcr.org/publications |GLOBAL-APPEAL-2016-2017    |NA                     |Global Appeal 2016-2017                                                 |Appel global 2016-2017     | #> |XM-DAC-41121-2016-EUR     |2                       |99                            |http://reporting.unhcr.org/publications |GLOBAL-APPEAL-2016-2017    |NA                     |Global Appeal 2016-2017                                                 |Appel global 2016-2017     | #> |XM-DAC-41121-2016-MENA    |2                       |99                            |http://reporting.unhcr.org/publications |GLOBAL-APPEAL-2016-2017    |NA                     |Global Appeal 2016-2017                                                 |Appel global 2016-2017     | #> |XM-DAC-41121-2016-AFR-AGO |2                       |99                            |http://reporting.unhcr.org/publications |GLOBAL-APPEAL-2016-2017    |NA                     |Global Appeal 2016-2017                                                 |Appel global 2016-2017     |"},{"path":"/reference/dataLocation.html","id":null,"dir":"Reference","previous_headings":"","what":"dataLocation — dataLocation","title":"dataLocation — dataLocation","text":"DATASET_DESCRIPTION","code":""},{"path":"/reference/dataLocation.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"dataLocation — dataLocation","text":"","code":"dataLocation"},{"path":"/reference/dataLocation.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"dataLocation — dataLocation","text":"data frame iati_identifier character globally unique identifier activity. location_ref character COLUMN_DESCRIPTION location_reach character COLUMN_DESCRIPTION location_id_vocabulary logical COLUMN_DESCRIPTION location_id_code logical COLUMN_DESCRIPTION location_name character COLUMN_DESCRIPTION location_activity_descr logical COLUMN_DESCRIPTION location_adm_vocabulary logical COLUMN_DESCRIPTION location_adm_level logical COLUMN_DESCRIPTION location_adm_code logical COLUMN_DESCRIPTION location_lat character COLUMN_DESCRIPTION location_long character COLUMN_DESCRIPTION location_exactness_code character COLUMN_DESCRIPTION location_class_code character COLUMN_DESCRIPTION location_feature_designation_code logical COLUMN_DESCRIPTION","code":""},{"path":"/reference/dataLocation.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"dataLocation — dataLocation","text":"https://iatistandard.org/en/iati-standard/203/","code":""},{"path":"/reference/dataLocation.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"dataLocation — dataLocation","text":"","code":"{ knitr::kable(head(dataLocation, 10)) } #>  #>  #> |iati_identifier           |location_ref |location_reach |location_id_vocabulary |location_id_code |location_name |location_activity_descr |location_adm_vocabulary |location_adm_level |location_adm_code |location_lat |location_long |location_exactness_code |location_class_code |location_feature_designation_code | #> |:-------------------------|:------------|:--------------|:----------------------|:----------------|:-------------|:-----------------------|:-----------------------|:------------------|:-----------------|:------------|:-------------|:-----------------------|:-------------------|:---------------------------------| #> |XM-DAC-41121-2016         |CHEP000332   |1              |NA                     |NA               |HQ Geneva     |NA                      |NA                      |NA                 |NA                |46.2204      |6.1412        |1                       |3                   |NA                                | #> |XM-DAC-41121-2016-AFR     |SENP000307   |1              |NA                     |NA               |Dakar         |NA                      |NA                      |NA                 |NA                |14.7297      |-17.4638      |1                       |3                   |NA                                | #> |XM-DAC-41121-2016-AFR     |KENP000579   |1              |NA                     |NA               |Nairobi       |NA                      |NA                      |NA                 |NA                |-1.2283      |36.7613       |1                       |3                   |NA                                | #> |XM-DAC-41121-2016-AFR     |ZAFP000279   |1              |NA                     |NA               |Pretoria      |NA                      |NA                      |NA                 |NA                |-25.73       |28.217        |1                       |3                   |NA                                | #> |XM-DAC-41121-2016-AME     |PANP000747   |1              |NA                     |NA               |Panamá        |NA                      |NA                      |NA                 |NA                |9.0029       |-79.5172      |1                       |3                   |NA                                | #> |XM-DAC-41121-2016-ASO     |THAP000346   |1              |NA                     |NA               |Bangkok       |NA                      |NA                      |NA                 |NA                |13.7438      |100.5479      |1                       |3                   |NA                                | #> |XM-DAC-41121-2016-EUR     |CHEP000332   |1              |NA                     |NA               |Geneva        |NA                      |NA                      |NA                 |NA                |46.2204      |6.1412        |1                       |3                   |NA                                | #> |XM-DAC-41121-2016-MENA    |JORP000901   |1              |NA                     |NA               |Amman         |NA                      |NA                      |NA                 |NA                |31.9648      |35.842        |1                       |3                   |NA                                | #> |XM-DAC-41121-2016-AFR-AGO |AGOp000026   |1              |NA                     |NA               |Dundo         |NA                      |NA                      |NA                 |NA                |-7.35        |20.8217       |1                       |3                   |NA                                | #> |XM-DAC-41121-2016-AFR-AGO |AGOp000019   |1              |NA                     |NA               |Luanda        |NA                      |NA                      |NA                 |NA                |-8.8299      |13.233        |1                       |3                   |NA                                |"},{"path":"/reference/dataParticipating_org.html","id":null,"dir":"Reference","previous_headings":"","what":"participating_org — dataParticipating_org","title":"participating_org — dataParticipating_org","text":"organisation involved activity. May donor, fund, agency, etc.  Specifying ref identifier strongly recommended. May contain organisation name narrative.  reporting organisation plays role activity repeated . One organisation may play one role (eg, funding implementing): case role reported name organisation repeated.","code":""},{"path":"/reference/dataParticipating_org.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"participating_org — dataParticipating_org","text":"","code":"dataParticipating_org"},{"path":"/reference/dataParticipating_org.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"participating_org — dataParticipating_org","text":"data frame iati_identifier character globally unique identifier activity. participating_org_eng character COLUMN_DESCRIPTION participating_org_ref character Machine-readable identification string organisation issuing report. Must format RegistrationAgency-RegistrationNumber RegistrationAgency valid code Organisation Registration Agency code list RegistrationNumber valid identifier issued RegistrationAgency. present narrative MUST contain name organisation. participating_org_type double type organisation issuing report. See IATI codelist codeOrganisationType values. participating_org_role double IATI code describing organisation’s role activity (donor, agency, etc.). see codeOrganisationRole participating_org_activity_id logical valid activity identifier published participating organisation points activity published IATI describes role activity. participating_org_crs_channel_code logical CRS++ Reporting Directives code identifies implementing agency. Codes ending ‘00’ generic similar OrganisationType code. participating_org_type_name character COLUMN_DESCRIPTION participating_org_type_description character COLUMN_DESCRIPTION participating_org_role_name character COLUMN_DESCRIPTION participating_org_role_description character COLUMN_DESCRIPTION","code":""},{"path":"/reference/dataParticipating_org.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"participating_org — dataParticipating_org","text":"https://iatistandard.org/en/iati-standard/203/","code":""},{"path":"/reference/dataParticipating_org.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"participating_org — dataParticipating_org","text":"","code":"{ knitr::kable(head(dataParticipating_org, 10)) } #>  #>  #> |iati_identifier   |participating_org_eng                                 |participating_org_ref | participating_org_type| participating_org_role|participating_org_activity_id |participating_org_crs_channel_code |participating_org_type_name |participating_org_type_description |participating_org_role_name |participating_org_role_description                                         | #> |:-----------------|:-----------------------------------------------------|:---------------------|----------------------:|----------------------:|:-----------------------------|:----------------------------------|:---------------------------|:----------------------------------|:---------------------------|:--------------------------------------------------------------------------| #> |XM-DAC-41121-2016 |United Nations High Commissioner for Refugees (UNHCR) |XM-DAC-41121          |                     40|                      4|NA                            |NA                                 |Multilateral                |NA                                 |Implementing                |The organisation that physically carries out the activity or intervention. | #> |XM-DAC-41121-2016 |Australia for UNHCR                                   |NA                    |                     22|                      1|NA                            |NA                                 |National NGO                |NA                                 |Funding                     |The government or organisation which provides funds to the activity.       | #> |XM-DAC-41121-2016 |España con ACNUR                                      |NA                    |                     22|                      1|NA                            |NA                                 |National NGO                |NA                                 |Funding                     |The government or organisation which provides funds to the activity.       | #> |XM-DAC-41121-2016 |Japan for UNHCR                                       |NA                    |                     22|                      1|NA                            |NA                                 |National NGO                |NA                                 |Funding                     |The government or organisation which provides funds to the activity.       | #> |XM-DAC-41121-2016 |Sweden for UNHCR                                      |NA                    |                     22|                      1|NA                            |NA                                 |National NGO                |NA                                 |Funding                     |The government or organisation which provides funds to the activity.       | #> |XM-DAC-41121-2016 |UNO-Flüchtlingshilfe                                  |NA                    |                     22|                      1|NA                            |NA                                 |National NGO                |NA                                 |Funding                     |The government or organisation which provides funds to the activity.       | #> |XM-DAC-41121-2016 |USA for UNHCR                                         |NA                    |                     22|                      1|NA                            |NA                                 |National NGO                |NA                                 |Funding                     |The government or organisation which provides funds to the activity.       | #> |XM-DAC-41121-2016 |Government of Kuwait                                  |NA                    |                     10|                      1|NA                            |NA                                 |Government                  |NA                                 |Funding                     |The government or organisation which provides funds to the activity.       | #> |XM-DAC-41121-2016 |Government of Portugal                                |NA                    |                     10|                      1|NA                            |NA                                 |Government                  |NA                                 |Funding                     |The government or organisation which provides funds to the activity.       | #> |XM-DAC-41121-2016 |Government of France                                  |NA                    |                     10|                      1|NA                            |NA                                 |Government                  |NA                                 |Funding                     |The government or organisation which provides funds to the activity.       |"},{"path":"/reference/dataRelated_activity.html","id":null,"dir":"Reference","previous_headings":"","what":"dataRelated_activity — dataRelated_activity","title":"dataRelated_activity — dataRelated_activity","text":"DATASET_DESCRIPTION","code":""},{"path":"/reference/dataRelated_activity.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"dataRelated_activity — 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|related_activity_type | #> |:---------------------|:----------------------------|:---------------------| #> |XM-DAC-41121-2016     |XM-DAC-41121-2016-AFR        |2                     | #> |XM-DAC-41121-2016     |XM-DAC-41121-2016-AME        |2                     | #> |XM-DAC-41121-2016     |XM-DAC-41121-2016-ASO        |2                     | #> |XM-DAC-41121-2016     |XM-DAC-41121-2016-EUR        |2                     | #> |XM-DAC-41121-2016     |XM-DAC-41121-2016-GLOBALPROG |2                     | #> |XM-DAC-41121-2016     |XM-DAC-41121-2016-HQ         |2                     | #> |XM-DAC-41121-2016     |XM-DAC-41121-2016-JPO        |2                     | #> |XM-DAC-41121-2016     |XM-DAC-41121-2016-MENA       |2                     | #> |XM-DAC-41121-2016     |XM-DAC-41121-2017            |3                     | #> |XM-DAC-41121-2016-AFR |XM-DAC-41121-2016            |1                     |"},{"path":"/reference/dataResult.html","id":null,"dir":"Reference","previous_headings":"","what":"dataResult — dataResult","title":"dataResult — dataResult","text":"DATASET_DESCRIPTION","code":""},{"path":"/reference/dataResult.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"dataResult — dataResult","text":"","code":"dataResult"},{"path":"/reference/dataResult.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"dataResult — dataResult","text":"data frame iati_identifier character globally unique identifier activity. result_type double COLUMN_DESCRIPTION result_title character COLUMN_DESCRIPTION result_indicator_title character COLUMN_DESCRIPTION result_indicator_measure double COLUMN_DESCRIPTION result_indicator_aggregation_status character COLUMN_DESCRIPTION result_indicator_ascending character COLUMN_DESCRIPTION result_indicator_reference_code logical COLUMN_DESCRIPTION result_indicator_reference_uri logical 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|result_indicator_period_start |result_indicator_period_end |result_indicator_target_value |result_indicator_target_location_ref |result_indicator_target_dimension_1 |result_indicator_target_value_1 |result_indicator_target_dimension_2 |result_indicator_target_value_2 |result_indicator_actual_value |result_indicator_actual_location_ref |result_indicator_actual_dimension_1 |result_indicator_actual_value_1 |result_indicator_actual_dimension_2 |result_indicator_actual_value_2 |result_type_name |result_type_description                                                                                                                                                     |indicator_measure_name |indicator_measure_description            | #> |:-------------------------|-----------:|:----------------------------------------|:--------------------------------------------------------------------------------------------------------------------|------------------------:|:-----------------------------------|:--------------------------|:-------------------------------|:------------------------------|:-------------------------------------|:--------------------------------------|:-------------------------------|:------------------------------|:------------------------------|:-------------------------------------|:-------------------------------------------|:-------------------------------------|:-------------------------------------------|:-----------------------------|:---------------------------|:-----------------------------|:------------------------------------|:-----------------------------------|:-------------------------------|:-----------------------------------|:-------------------------------|:-----------------------------|:------------------------------------|:-----------------------------------|:-------------------------------|:-----------------------------------|:-------------------------------|:----------------|:---------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:----------------------|:----------------------------------------| #> |XM-DAC-41121-2016-AFR-AGO |           2|Civil status documentation               |% children under 12 months old who have been issued birth certificates by the authorities                            |                        2|NA                                  |NA                         |NA                              |NA                             |NA                                    |Angola                                 |30                              |2016                           |NA                             |Population targeted                   |Refugees and asylum seekers                 |Goal                                  |Protection and mixed solutions              |2016-01-01                    |2016-12-31                  |35                            |Angola                               |Population targeted                 |Refugees and asylum seekers     |Goal                                |Protection and mixed solutions  |NA                            |NA                                   |NA                                  |NA                              |NA                                  |NA                              |Outcome          |Results of the activity that produce an effect on the overall communities or issues you serve. For example lower rate of infection after a vaccination programme.           |Percentage             |The indicator is measured in percentages | #> |XM-DAC-41121-2016-AFR-AGO |           2|Community mobilization                   |% of active female participants in leadership/ management structures                                                 |                        2|NA                                  |NA                         |NA                              |NA                             |NA                                    |Angola                                 |20                              |2016                           |NA                             |Population targeted                   |Refugees and asylum seekers                 |Goal                                  |Protection and mixed solutions              |2016-01-01                    |2016-12-31                  |50                            |Angola                               |Population targeted                 |Refugees and asylum seekers     |Goal                                |Protection and mixed solutions  |25                            |Angola                               |Population targeted                 |Refugees and asylum seekers     |Goal                                |Protection and mixed solutions  |Outcome          |Results of the activity that produce an effect on the overall communities or issues you serve. For example lower rate of infection after a vaccination programme.           |Percentage             |The indicator is measured in percentages | #> |XM-DAC-41121-2016-AFR-AGO |           1|Law and policy                           |# of advocacy interventions made                                                                                     |                        1|NA                                  |NA                         |NA                              |NA                             |NA                                    |NA                                     |NA                              |NA                             |NA                             |NA                                    |NA                                          |NA                                    |NA                                          |2016-01-01                    |2016-12-31                  |6                             |Angola                               |Population targeted                 |Refugees and asylum seekers     |Goal                                |Protection and mixed solutions  |8                             |Angola                               |Population targeted                 |Refugees and asylum seekers     |Goal                                |Protection and mixed solutions  |Output           |Results of the activity that came about as a direct effect of your work and specific, what is done, and what communities are reached. For example, X number of individuals. |Unit                   |The indicator is measured in units.      | #> |XM-DAC-41121-2016-AFR-AGO |           2|Resettlement                             |% of persons of concern identified in need of resettlement submitted for resettlement                                |                        2|NA                                  |NA                         |NA                              |NA                             |NA                                    |Angola                                 |0                               |2016                           |NA                             |Population targeted                   |Refugees and asylum seekers                 |Goal                                  |Protection and mixed solutions              |2016-01-01                    |2016-12-31                  |25                            |Angola                               |Population targeted                 |Refugees and asylum seekers     |Goal                                |Protection and mixed solutions  |9.76                          |Angola                               |Population targeted                 |Refugees and asylum seekers     |Goal                                |Protection and mixed solutions  |Outcome          |Results of the activity that produce an effect on the overall communities or issues you serve. For example lower rate of infection after a vaccination programme.           |Percentage             |The indicator is measured in percentages | #> |XM-DAC-41121-2016-AFR-AGO |           2|SGBV prevention and response             |Extent community is active in SGBV prevention and survivor centered protection                                       |                        1|NA                                  |NA                         |NA                              |NA                             |NA                                    |Angola                                 |60                              |2016                           |NA                             |Population targeted                   |Refugees and asylum seekers                 |Goal                                  |Protection and mixed solutions              |2016-01-01                    |2016-12-31                  |70                            |Angola                               |Population targeted                 |Refugees and asylum seekers     |Goal                                |Protection and mixed solutions  |40                            |Angola                               |Population targeted                 |Refugees and asylum seekers     |Goal                                |Protection and mixed solutions  |Outcome          |Results of the activity that produce an effect on the overall communities or issues you serve. For example lower rate of infection after a vaccination programme.           |Unit                   |The indicator is measured in units.      | #> |XM-DAC-41121-2016-AFR-AGO |           2|Services for persons with specific needs |% of persons of concern with disabilities who receive services for their specific needs                              |                        2|NA                                  |NA                         |NA                              |NA                             |NA                                    |Angola                                 |46.2                            |2016                           |NA                             |Population targeted                   |Refugees and asylum seekers                 |Goal                                  |Protection and mixed solutions              |2016-01-01                    |2016-12-31                  |55                            |Angola                               |Population targeted                 |Refugees and asylum seekers     |Goal                                |Protection and mixed solutions  |15.32                         |Angola                               |Population targeted                 |Refugees and asylum seekers     |Goal                                |Protection and mixed solutions  |Outcome          |Results of the activity that produce an effect on the overall communities or issues you serve. For example lower rate of infection after a vaccination programme.           |Percentage             |The indicator is measured in percentages | #> |XM-DAC-41121-2016-AFR-AGO |           2|Solutions strategy                       |Extent Comprehensive Solutions strategy identified and agreed                                                        |                        1|NA                                  |NA                         |NA                              |NA                             |NA                                    |Angola                                 |75                              |2016                           |NA                             |Population targeted                   |Refugees and asylum seekers                 |Goal                                  |Protection and mixed solutions              |2016-01-01                    |2016-12-31                  |85                            |Angola                               |Population targeted                 |Refugees and asylum seekers     |Goal                                |Protection and mixed solutions  |65                            |Angola                               |Population targeted                 |Refugees and asylum seekers     |Goal                                |Protection and mixed solutions  |Outcome          |Results of the activity that produce an effect on the overall communities or issues you serve. For example lower rate of infection after a vaccination programme.           |Unit                   |The indicator is measured in units.      | #> |XM-DAC-41121-2016-AFR-AGO |           2|Status determination                     |Extent applicants have access to status determination procedure                                                      |                        1|NA                                  |NA                         |NA                              |NA                             |NA                                    |Angola                                 |20                              |2016                           |NA                             |Population targeted                   |Refugees and asylum seekers                 |Goal                                  |Protection and mixed solutions              |2016-01-01                    |2016-12-31                  |35                            |Angola                               |Population targeted                 |Refugees and asylum seekers     |Goal                                |Protection and mixed solutions  |4                             |Angola                               |Population targeted                 |Refugees and asylum seekers     |Goal                                |Protection and mixed solutions  |Outcome          |Results of the activity that produce an effect on the overall communities or issues you serve. For example lower rate of infection after a vaccination programme.           |Unit                   |The indicator is measured in units.      | #> |XM-DAC-41121-2016-AFR-BDI |           1|Child protection                         |# of best interests assessments conducted                                                                            |                        1|NA                                  |NA                         |NA                              |NA                             |NA                                    |NA                                     |NA                              |NA                             |NA                             |NA                                    |NA                                          |NA                                    |NA                                          |2016-01-01                    |2016-12-31                  |430                           |Burundi                              |Population targeted                 |Refugees and asylum-seekers     |Goal                                |Protection and mixed solutions  |471                           |Burundi                              |Population targeted                 |Refugees and asylum-seekers     |Goal                                |Protection and mixed solutions  |Output           |Results of the activity that came about as a direct effect of your work and specific, what is done, and what communities are reached. For example, X number of individuals. |Unit                   |The indicator is measured in units.      | #> |XM-DAC-41121-2016-AFR-BDI |           1|Child protection                         |# of children's committees, groups and other structures that are operational and facilitate children's participation |                        1|NA                                  |NA                         |NA                              |NA                             |NA                                    |NA                                     |NA                              |NA                             |NA                             |NA                                    |NA                                          |NA                                    |NA                                          |2016-01-01                    |2016-12-31                  |11                            |Burundi                              |Population targeted                 |Refugees and asylum-seekers     |Goal                                |Protection and mixed solutions  |16                            |Burundi                              |Population targeted                 |Refugees and asylum-seekers     |Goal                                |Protection and mixed solutions  |Output           |Results of the activity that came about as a direct effect of your work and specific, what is done, and what communities are reached. For example, X number of individuals. |Unit                   |The indicator is measured in units.      |"},{"path":"/reference/dataSector.html","id":null,"dir":"Reference","previous_headings":"","what":"sector — dataSector","title":"sector — dataSector","text":"DATASET_DESCRIPTION","code":""},{"path":"/reference/dataSector.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"sector — dataSector","text":"","code":"dataSector"},{"path":"/reference/dataSector.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"sector — dataSector","text":"data frame iati_identifier character globally unique identifier activity. sector_vocabulary character COLUMN_DESCRIPTION sector_vocabulary_uri logical COLUMN_DESCRIPTION sector_code character COLUMN_DESCRIPTION sector_pct character COLUMN_DESCRIPTION sector_desc character COLUMN_DESCRIPTION sector_vocabulary_name character COLUMN_DESCRIPTION sector_vocabulary_description character 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|:---------------------|-----------------:|:---------------------|:-----------|:----------|:-----------------------------------------|:------------------------------------|:-----------------------------------------------------------------------------------------------------------------| #> |XM-DAC-41121-2016     |                99|NA                    |1           |76.93      |Refugee programme                         |Reporting Organisation               |The sector reported corresponds to a sector vocabulary maintained by the reporting organisation for this activity | #> |XM-DAC-41121-2016     |                99|NA                    |2           |.82        |Stateless programme                       |Reporting Organisation               |The sector reported corresponds to a sector vocabulary maintained by the reporting organisation for this activity | #> |XM-DAC-41121-2016     |                99|NA                    |3           |3.69       |Reintegration projects                    |Reporting Organisation               |The sector reported corresponds to a sector vocabulary maintained by the reporting organisation for this activity | #> |XM-DAC-41121-2016     |                99|NA                    |4           |18.56      |Internally Displaced Person projects      |Reporting Organisation               |The sector reported corresponds to a sector vocabulary maintained by the reporting organisation for this activity | #> |XM-DAC-41121-2016     |                 1|NA                    |72010       |65.52      |Material relief assistance and services   |OECD DAC CRS Purpose Codes (5 digit) |The sector reported corresponds to an OECD DAC CRS 5-digit purpose code                                           | #> |XM-DAC-41121-2016     |                 1|NA                    |72011       |6.24       |Basic Health Care Services in Emergencies |OECD DAC CRS Purpose Codes (5 digit) |The sector reported corresponds to an OECD DAC CRS 5-digit purpose code                                           | #> |XM-DAC-41121-2016     |                 1|NA                    |72012       |3.9        |Education in emergencies                  |OECD DAC CRS Purpose Codes (5 digit) |The sector reported corresponds to an OECD DAC CRS 5-digit purpose code                                           | #> |XM-DAC-41121-2016     |                 1|NA                    |72040       |.91        |Emergency food aid                        |OECD DAC CRS Purpose Codes (5 digit) |The sector reported corresponds to an OECD DAC CRS 5-digit purpose code                                           | #> |XM-DAC-41121-2016     |                 1|NA                    |72050       |23.43      |Relief co-ordination and support services |OECD DAC CRS Purpose Codes (5 digit) |The sector reported corresponds to an OECD DAC CRS 5-digit purpose code                                           | #> |XM-DAC-41121-2016-AFR |                99|NA                    |1           |81.64      |Refugee programme                         |Reporting Organisation               |The sector reported corresponds to a sector vocabulary maintained by the reporting organisation for this activity |"},{"path":"/reference/dataTransaction.html","id":null,"dir":"Reference","previous_headings":"","what":"transaction — dataTransaction","title":"transaction — dataTransaction","text":"Transactions recording committed actual funds flowing aid activity.","code":""},{"path":"/reference/dataTransaction.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"transaction — dataTransaction","text":"","code":"dataTransaction"},{"path":"/reference/dataTransaction.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"transaction — dataTransaction","text":"data frame iati_identifier character COLUMN_DESCRIPTION transaction_ref character COLUMN_DESCRIPTION transaction_humanitarian logical COLUMN_DESCRIPTION transaction_type_code double 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|transaction_value_currency |transaction_value_date | transaction_value|transaction_description      | transaction_provider_org_type|transaction_provider_org_ref |transaction_provider_org |transaction_aid_type_code_1 | transaction_aid_type_vocabulary_1|transaction_aid_type_code_2 | transaction_aid_type_vocabulary_2| transaction_value_USD|transaction_type_name |transaction_type_description                                                                                                                                                  |provider_org_type_name |provider_org_type_description |aid_type1_name                                                                          |aid_type1_description                                                                                                                                                                                                                                                                                                                                                                                                 |earmarking_name  |earmarking_description                                |aid_type_vocabulary1_name |aid_type_vocabulary1_description                                        |aid_type_vocabulary2_name |aid_type_vocabulary2_description                                                                            | #> |:-----------------|:---------------|:------------------------|---------------------:|:----------------|:--------------------------|:----------------------|-----------------:|:----------------------------|-----------------------------:|:----------------------------|:------------------------|:---------------------------|---------------------------------:|:---------------------------|---------------------------------:|---------------------:|:---------------------|:-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:----------------------|:-----------------------------|:---------------------------------------------------------------------------------------|:---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:----------------|:-----------------------------------------------------|:-------------------------|:-----------------------------------------------------------------------|:-------------------------|:-----------------------------------------------------------------------------------------------------------| #> |XM-DAC-41121-2016 |65337           |NA                       |                    11|2016-06-30       |USD                        |2016-06-30             |            995603|Monthly contribution summary |                            70|NA                           |Private donors           |B02                         |                                 1|1                           |                                 2|            995603.365|Incoming Commitment   |A firm, written obligation from a donor or provider to provide a specified amount of funds, under particular terms and conditions, reported by a recipient for this activity. |Private Sector         |NA                            |Core contributions to multilateral institutions                                         |These funds are classified as multilateral ODA (all other categories fall under bilateral ODA). The recipient multilateral institution pools contributions so that they lose their identity and become an integral part of its financial assets. See Annex 2 of the DAC Directives for a comprehensive list of agencies core contributions to which may be reported under B02 (Section I. Multilateral institutions). |Unearmarked      |Any or all of the Earmarking Modality codes A,B or C. |OECD DAC                  |List of codes provided by the OECD DAC used to distinguish types of aid |Earmarking Category       |This vocabulary has been created by IATI and is derived from the Grand Bargain Earmarking Modality codelist | #> |XM-DAC-41121-2016 |65737           |NA                       |                    11|2016-07-31       |USD                        |2016-07-31             |             99558|Monthly contribution summary |                            70|NA                           |Private donors           |B02                         |                                 1|1                           |                                 2|             99557.520|Incoming Commitment   |A firm, written obligation from a donor or provider to provide a specified amount of funds, under particular terms and conditions, reported by a recipient for this activity. |Private Sector         |NA                            |Core contributions to multilateral institutions                                         |These funds are classified as multilateral ODA (all other categories fall under bilateral ODA). The recipient multilateral institution pools contributions so that they lose their identity and become an integral part of its financial assets. See Annex 2 of the DAC Directives for a comprehensive list of agencies core contributions to which may be reported under B02 (Section I. Multilateral institutions). |Unearmarked      |Any or all of the Earmarking Modality codes A,B or C. |OECD DAC                  |List of codes provided by the OECD DAC used to distinguish types of aid |Earmarking Category       |This vocabulary has been created by IATI and is derived from the Grand Bargain Earmarking Modality codelist | #> |XM-DAC-41121-2016 |65228           |NA                       |                    11|2016-04-30       |USD                        |2016-04-30             |               100|Monthly contribution summary |                            70|NA                           |Private donors           |B03                         |                                 1|2                           |                                 2|                99.660|Incoming Commitment   |A firm, written obligation from a donor or provider to provide a specified amount of funds, under particular terms and conditions, reported by a recipient for this activity. |Private Sector         |NA                            |Contributions to specific-purpose programmes and funds managed by implementing partners |In addition to their core-funded operations, international organisations, NGOs, PPPs and networks, both in provider and in third countries, set up programmes and funds with a specific sectoral, thematic or geographical focus. Donors’ bilateral contributions to such programmes and funds are recorded here.                                                                                                     |Softly Earmarked |Any or all of the Earmarking Modality codes D,E or F. |OECD DAC                  |List of codes provided by the OECD DAC used to distinguish types of aid |Earmarking Category       |This vocabulary has been created by IATI and is derived from the Grand Bargain Earmarking Modality codelist | #> |XM-DAC-41121-2016 |65677           |NA                       |                    11|2016-12-31       |USD                        |2016-12-31             |              9847|Monthly contribution summary |                            70|NA                           |Private donors           |B03                         |                                 1|2                           |                                 2|              9847.020|Incoming Commitment   |A firm, written obligation from a donor or provider to provide a specified amount of funds, under particular terms and conditions, reported by a recipient for this activity. |Private Sector         |NA                            |Contributions to specific-purpose programmes and funds managed by implementing partners |In addition to their core-funded operations, international organisations, NGOs, PPPs and networks, both in provider and in third countries, set up programmes and funds with a specific sectoral, thematic or geographical focus. Donors’ bilateral contributions to such programmes and funds are recorded here.                                                                                                     |Softly Earmarked |Any or all of the Earmarking Modality codes D,E or F. |OECD DAC                  |List of codes provided by the OECD DAC used to distinguish types of aid |Earmarking Category       |This vocabulary has been created by IATI and is derived from the Grand Bargain Earmarking Modality codelist | #> |XM-DAC-41121-2016 |65476           |NA                       |                    11|2016-08-31       |USD                        |2016-08-31             |             97088|Monthly contribution summary |                            70|NA                           |Private donors           |B02                         |                                 1|1                           |                                 2|             97088.412|Incoming Commitment   |A firm, written obligation from a donor or provider to provide a specified amount of funds, under particular terms and conditions, reported by a recipient for this activity. |Private Sector         |NA                            |Core contributions to multilateral institutions                                         |These funds are classified as multilateral ODA (all other categories fall under bilateral ODA). The recipient multilateral institution pools contributions so that they lose their identity and become an integral part of its financial assets. See Annex 2 of the DAC Directives for a comprehensive list of agencies core contributions to which may be reported under B02 (Section I. Multilateral institutions). |Unearmarked      |Any or all of the Earmarking Modality codes A,B or C. |OECD DAC                  |List of codes provided by the OECD DAC used to distinguish types of aid |Earmarking Category       |This vocabulary has been created by IATI and is derived from the Grand Bargain Earmarking Modality codelist | #> |XM-DAC-41121-2016 |65055           |NA                       |                    11|2016-01-31       |USD                        |2016-01-31             |            960637|Monthly contribution summary |                            70|NA                           |Private donors           |B02                         |                                 1|1                           |                                 2|            960637.301|Incoming Commitment   |A firm, written obligation from a donor or provider to provide a specified amount of funds, under particular terms and conditions, reported by a recipient for this activity. |Private Sector         |NA                            |Core contributions to multilateral institutions                                         |These funds are classified as multilateral ODA (all other categories fall under bilateral ODA). The recipient multilateral institution pools contributions so that they lose their identity and become an integral part of its financial assets. See Annex 2 of the DAC Directives for a comprehensive list of agencies core contributions to which may be reported under B02 (Section I. Multilateral institutions). |Unearmarked      |Any or all of the Earmarking Modality codes A,B or C. |OECD DAC                  |List of codes provided by the OECD DAC used to distinguish types of aid |Earmarking Category       |This vocabulary has been created by IATI and is derived from the Grand Bargain Earmarking Modality codelist | #> |XM-DAC-41121-2016 |65544           |NA                       |                    11|2016-05-31       |USD                        |2016-05-31             |            953705|Monthly contribution summary |                            70|NA                           |Private donors           |B02                         |                                 1|1                           |                                 2|            953705.310|Incoming Commitment   |A firm, written obligation from a donor or provider to provide a specified amount of funds, under particular terms and conditions, reported by a recipient for this activity. |Private Sector         |NA                            |Core contributions to multilateral institutions                                         |These funds are classified as multilateral ODA (all other categories fall under bilateral ODA). The recipient multilateral institution pools contributions so that they lose their identity and become an integral part of its financial assets. See Annex 2 of the DAC Directives for a comprehensive list of agencies core contributions to which may be reported under B02 (Section I. Multilateral institutions). |Unearmarked      |Any or all of the Earmarking Modality codes A,B or C. |OECD DAC                  |List of codes provided by the OECD DAC used to distinguish types of aid |Earmarking Category       |This vocabulary has been created by IATI and is derived from the Grand Bargain Earmarking Modality codelist | #> |XM-DAC-41121-2016 |65461           |NA                       |                    11|2016-08-31       |USD                        |2016-08-31             |              9492|Monthly contribution summary |                            70|NA                           |Private donors           |B02                         |                                 1|1                           |                                 2|              9491.715|Incoming Commitment   |A firm, written obligation from a donor or provider to provide a specified amount of funds, under particular terms and conditions, reported by a recipient for this activity. |Private Sector         |NA                            |Core contributions to multilateral institutions                                         |These funds are classified as multilateral ODA (all other categories fall under bilateral ODA). The recipient multilateral institution pools contributions so that they lose their identity and become an integral part of its financial assets. See Annex 2 of the DAC Directives for a comprehensive list of agencies core contributions to which may be reported under B02 (Section I. Multilateral institutions). |Unearmarked      |Any or all of the Earmarking Modality codes A,B or C. |OECD DAC                  |List of codes provided by the OECD DAC used to distinguish types of aid |Earmarking Category       |This vocabulary has been created by IATI and is derived from the Grand Bargain Earmarking Modality codelist | #> |XM-DAC-41121-2016 |65476           |NA                       |                    11|2016-08-31       |USD                        |2016-08-31             |              9437|Monthly contribution summary |                            70|NA                           |Private donors           |B03                         |                                 1|2                           |                                 2|              9437.292|Incoming Commitment   |A firm, written obligation from a donor or provider to provide a specified amount of funds, under particular terms and conditions, reported by a recipient for this activity. |Private Sector         |NA                            |Contributions to specific-purpose programmes and funds managed by implementing partners |In addition to their core-funded operations, international organisations, NGOs, PPPs and networks, both in provider and in third countries, set up programmes and funds with a specific sectoral, thematic or geographical focus. Donors’ bilateral contributions to such programmes and funds are recorded here.                                                                                                     |Softly Earmarked |Any or all of the Earmarking Modality codes D,E or F. |OECD DAC                  |List of codes provided by the OECD DAC used to distinguish types of aid |Earmarking Category       |This vocabulary has been created by IATI and is derived from the Grand Bargain Earmarking Modality codelist | #> |XM-DAC-41121-2016 |65387           |NA                       |                    11|2016-07-31       |USD                        |2016-07-31             |            941500|Monthly contribution summary |                            70|NA                           |Private donors           |B02                         |                                 1|1                           |                                 2|            941499.647|Incoming Commitment   |A firm, written obligation from a donor or provider to provide a specified amount of funds, under particular terms and conditions, reported by a recipient for this activity. |Private Sector         |NA                            |Core contributions to multilateral institutions                                         |These funds are classified as multilateral ODA (all other categories fall under bilateral ODA). The recipient multilateral institution pools contributions so that they lose their identity and become an integral part of its financial assets. See Annex 2 of the DAC Directives for a comprehensive list of agencies core contributions to which may be reported under B02 (Section I. Multilateral institutions). |Unearmarked      |Any or all of the Earmarking Modality codes A,B or C. |OECD DAC                  |List of codes provided by the OECD DAC used to distinguish types of aid |Earmarking Category       |This vocabulary has been created by IATI and is derived from the Grand Bargain Earmarking Modality codelist |"},{"path":"/reference/default_aid_type.html","id":null,"dir":"Reference","previous_headings":"","what":"DATASET_TITLE — default_aid_type","title":"DATASET_TITLE — default_aid_type","text":"DATASET_DESCRIPTION","code":""},{"path":"/reference/default_aid_type.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"DATASET_TITLE — default_aid_type","text":"","code":"default_aid_type"},{"path":"/reference/default_aid_type.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"DATASET_TITLE — default_aid_type","text":"data frame 825 rows 3 variables: iati_identifier character globally unique identifier activity. default_aid_type_code character COLUMN_DESCRIPTION default_aid_type_vocabulary logical COLUMN_DESCRIPTION","code":""},{"path":"/reference/default_aid_type.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"DATASET_TITLE — default_aid_type","text":"https://iatistandard.org/en/iati-standard/203/","code":""},{"path":"/reference/default_aid_type.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"DATASET_TITLE — default_aid_type","text":"","code":"{ knitr::kable(head(default_aid_type, 10)) } #>  #>  #> |iati_identifier           |default_aid_type_code |default_aid_type_vocabulary | #> |:-------------------------|:---------------------|:---------------------------| #> |XM-DAC-41121-2016         |B02                   |NA                          | #> |XM-DAC-41121-2016-AFR     |B02                   |NA                          | #> |XM-DAC-41121-2016-AME     |B02                   |NA                          | #> |XM-DAC-41121-2016-ASO     |B02                   |NA                          | #> |XM-DAC-41121-2016-EUR     |B02                   |NA                          | #> |XM-DAC-41121-2016-MENA    |B02                   |NA                          | #> |XM-DAC-41121-2016-AFR-AGO |B02                   |NA                          | #> |XM-DAC-41121-2016-AFR-BDI |B02                   |NA                          | #> |XM-DAC-41121-2016-AFR-BFA |B02                   |NA                          | #> |XM-DAC-41121-2016-AFR-BWA |B02                   |NA                          |"},{"path":"/reference/document_link.html","id":null,"dir":"Reference","previous_headings":"","what":"DATASET_TITLE — document_link","title":"DATASET_TITLE — document_link","text":"DATASET_DESCRIPTION","code":""},{"path":"/reference/document_link.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"DATASET_TITLE — document_link","text":"","code":"document_link"},{"path":"/reference/document_link.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"DATASET_TITLE — document_link","text":"data frame 4722 rows 7 variables: iati_identifier character globally unique identifier activity. document_url character COLUMN_DESCRIPTION document_format character COLUMN_DESCRIPTION document_title character COLUMN_DESCRIPTION document_category_code character COLUMN_DESCRIPTION document_language_code character COLUMN_DESCRIPTION document_date character COLUMN_DESCRIPTION","code":""},{"path":"/reference/document_link.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"DATASET_TITLE — document_link","text":"https://iatistandard.org/en/iati-standard/203/","code":""},{"path":"/reference/document_link.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"DATASET_TITLE — document_link","text":"","code":"{ knitr::kable(head(document_link, 10)) } #>  #>  #> |iati_identifier   |document_url                                                                                  |document_format |document_title                                                           |document_category_code |document_language_code |document_date | #> |:-----------------|:---------------------------------------------------------------------------------------------|:---------------|:------------------------------------------------------------------------|:----------------------|:----------------------|:-------------| #> |XM-DAC-41121-2016 |http://reporting.unhcr.org/sites/default/files/gr2016/pdf/Book_GR_2016_ENGLISH_complete.pdf   |application/pdf |UNHCR Global Report 2016                                                 |B01                    |en                     |2020-02-16    | #> |XM-DAC-41121-2016 |http://reporting.unhcr.org/node/18991                                                         |text/html       |Use of Unearmarked Funding in 2016                                       |B01                    |en                     |2020-02-16    | #> |XM-DAC-41121-2016 |http://reporting.unhcr.org/sites/default/files/gr2016/pdf/fr/Book_GR_2016_FRENCH_Complete.pdf |application/pdf |UNHCR Rapport Global 2016                                                |B01                    |fr                     |2020-02-16    | #> |XM-DAC-41121-2016 |http://reporting.unhcr.org/node/15495                                                         |text/html       |Emerging Resettlement Countries Joint Support Mechanism (ERCM)           |B02                    |en                     |2020-02-16    | #> |XM-DAC-41121-2016 |http://reporting.unhcr.org/node/15535                                                         |text/html       |Multi-Year Pilots Promoting Solutions 2016-2019                          |B02                    |en                     |2020-02-16    | #> |XM-DAC-41121-2016 |http://www.unhcr.org/ga16/index.xml                                                           |text/html       |UNHCR Global Appeal 2016-2017                                            |B02                    |en                     |2020-02-16    | #> |XM-DAC-41121-2016 |http://www.unhcr.org/fr/ga16/index.xml                                                        |text/html       |UNHCR Appel Global 2016-2017                                             |B02                    |fr                     |2020-02-16    | #> |XM-DAC-41121-2016 |http://reporting.unhcr.org/node/16975                                                         |text/html       |2006 - 2015 Ten Years of Reforms                                         |B09                    |en                     |2020-02-16    | #> |XM-DAC-41121-2016 |http://reporting.unhcr.org/node/16934                                                         |text/html       |#Ibelong Campaign to End Statelessness Special Appeal                    |B12                    |en                     |2020-02-16    | #> |XM-DAC-41121-2016 |http://reporting.unhcr.org/node/14017                                                         |text/html       |Building Resilience and Solutions for Afghan refugees in South-West Asia |B12                    |en                     |2020-02-16    |"},{"path":"/reference/humanitarian_scope.html","id":null,"dir":"Reference","previous_headings":"","what":"DATASET_TITLE — humanitarian_scope","title":"DATASET_TITLE — humanitarian_scope","text":"DATASET_DESCRIPTION","code":""},{"path":"/reference/humanitarian_scope.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"DATASET_TITLE — humanitarian_scope","text":"","code":"humanitarian_scope"},{"path":"/reference/humanitarian_scope.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"DATASET_TITLE — humanitarian_scope","text":"data frame 1578 rows 8 variables: iati_identifier character globally unique identifier activity. humanitarian_scope_type character COLUMN_DESCRIPTION humanitarian_scope_vocabulary character COLUMN_DESCRIPTION humanitarian_scope_vocabulary_uri character COLUMN_DESCRIPTION humanitarian_scope_code character COLUMN_DESCRIPTION humanitarian_scope_pct logical COLUMN_DESCRIPTION humanitarian_scope_desc_eng character COLUMN_DESCRIPTION humanitarian_scope_desc_fr character COLUMN_DESCRIPTION","code":""},{"path":"/reference/humanitarian_scope.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"DATASET_TITLE — humanitarian_scope","text":"https://iatistandard.org/en/iati-standard/203/","code":""},{"path":"/reference/humanitarian_scope.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"DATASET_TITLE — humanitarian_scope","text":"","code":"{ knitr::kable(head(humanitarian_scope, 10)) } #>  #>  #> |iati_identifier           |humanitarian_scope_type |humanitarian_scope_vocabulary |humanitarian_scope_vocabulary_uri       |humanitarian_scope_code    |humanitarian_scope_pct |humanitarian_scope_desc_eng                                             |humanitarian_scope_desc_fr | #> |:-------------------------|:-----------------------|:-----------------------------|:---------------------------------------|:--------------------------|:----------------------|:-----------------------------------------------------------------------|:--------------------------| #> |XM-DAC-41121-2016         |2                       |99                            |http://reporting.unhcr.org/publications |GLOBAL-APPEAL-2016-2017    |NA                     |Global Appeal 2016-2017                                                 |Appel global 2016-2017     | #> |XM-DAC-41121-2016-AFR     |2                       |99                            |http://reporting.unhcr.org/node/15206   |BURUNDI-SITUATION-2016     |NA                     |BURUNDI SITUATION Supplementary Appeal January - December 2016          |NA                         | #> |XM-DAC-41121-2016-AFR     |2                       |99                            |http://reporting.unhcr.org/publications |GLOBAL-APPEAL-2016-2017    |NA                     |Global Appeal 2016-2017                                                 |Appel global 2016-2017     | #> |XM-DAC-41121-2016-AFR     |2                       |99                            |http://reporting.unhcr.org/node/20748   |SOUTH-SUDAN-SITUATION-2016 |NA                     |SOUTH SUDAN SITUATION Supplementary Appeal January - December 2016      |NA                         | #> |XM-DAC-41121-2016-AME     |2                       |99                            |http://reporting.unhcr.org/publications |GLOBAL-APPEAL-2016-2017    |NA                     |Global Appeal 2016-2017                                                 |Appel global 2016-2017     | #> |XM-DAC-41121-2016-AME     |2                       |99                            |http://reporting.unhcr.org/node/13944   |NTCA-SITUATION-2016        |NA                     |Regional Response to the Northern Triangle of Central America Situation |NA                         | #> |XM-DAC-41121-2016-ASO     |2                       |99                            |http://reporting.unhcr.org/publications |GLOBAL-APPEAL-2016-2017    |NA                     |Global Appeal 2016-2017                                                 |Appel global 2016-2017     | #> |XM-DAC-41121-2016-EUR     |2                       |99                            |http://reporting.unhcr.org/publications |GLOBAL-APPEAL-2016-2017    |NA                     |Global Appeal 2016-2017                                                 |Appel global 2016-2017     | #> |XM-DAC-41121-2016-MENA    |2                       |99                            |http://reporting.unhcr.org/publications |GLOBAL-APPEAL-2016-2017    |NA                     |Global Appeal 2016-2017                                                 |Appel global 2016-2017     | #> |XM-DAC-41121-2016-AFR-AGO |2                       |99                            |http://reporting.unhcr.org/publications |GLOBAL-APPEAL-2016-2017    |NA                     |Global Appeal 2016-2017                                                 |Appel global 2016-2017     |"},{"path":"/reference/iati-package.html","id":null,"dir":"Reference","previous_headings":"","what":"iati: UNHCR IATI Data Crunching — iati-package","title":"iati: UNHCR IATI Data Crunching — iati-package","text":"package includes UNHCR IATI data organised tabular format together chat library.","code":""},{"path":[]},{"path":"/reference/iati-package.html","id":"author","dir":"Reference","previous_headings":"","what":"Author","title":"iati: UNHCR IATI Data Crunching — iati-package","text":"Maintainer: Edouard Legoupil legoupil@unhcr.org Authors: Matheus Soldi Hardt matheus@unhcr.org Hisham Galal galalh@unhcr.org","code":""},{"path":"/reference/location.html","id":null,"dir":"Reference","previous_headings":"","what":"DATASET_TITLE — location","title":"DATASET_TITLE — location","text":"DATASET_DESCRIPTION","code":""},{"path":"/reference/location.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"DATASET_TITLE — location","text":"","code":"location"},{"path":"/reference/location.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"DATASET_TITLE — location","text":"data frame 3664 rows 15 variables: iati_identifier character globally unique identifier activity. location_ref character COLUMN_DESCRIPTION location_reach character COLUMN_DESCRIPTION location_id_vocabulary logical COLUMN_DESCRIPTION location_id_code logical COLUMN_DESCRIPTION location_name character COLUMN_DESCRIPTION location_activity_descr logical COLUMN_DESCRIPTION location_adm_vocabulary logical COLUMN_DESCRIPTION location_adm_level logical COLUMN_DESCRIPTION location_adm_code logical COLUMN_DESCRIPTION location_lat character COLUMN_DESCRIPTION location_long character COLUMN_DESCRIPTION location_exactness_code character COLUMN_DESCRIPTION location_class_code character COLUMN_DESCRIPTION location_feature_designation_code logical COLUMN_DESCRIPTION","code":""},{"path":"/reference/location.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"DATASET_TITLE — location","text":"https://iatistandard.org/en/iati-standard/203/","code":""},{"path":"/reference/location.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"DATASET_TITLE — location","text":"","code":"{ knitr::kable(head(location, 10)) } #>  #>  #> |iati_identifier           |location_ref |location_reach |location_id_vocabulary |location_id_code |location_name |location_activity_descr |location_adm_vocabulary |location_adm_level |location_adm_code |location_lat |location_long |location_exactness_code |location_class_code |location_feature_designation_code | #> |:-------------------------|:------------|:--------------|:----------------------|:----------------|:-------------|:-----------------------|:-----------------------|:------------------|:-----------------|:------------|:-------------|:-----------------------|:-------------------|:---------------------------------| #> |XM-DAC-41121-2016         |CHEP000332   |1              |NA                     |NA               |HQ Geneva     |NA                      |NA                      |NA                 |NA                |46.2204      |6.1412        |1                       |3                   |NA                                | #> |XM-DAC-41121-2016-AFR     |SENP000307   |1              |NA                     |NA               |Dakar         |NA                      |NA                      |NA                 |NA                |14.7297      |-17.4638      |1                       |3                   |NA                                | #> |XM-DAC-41121-2016-AFR     |KENP000579   |1              |NA                     |NA               |Nairobi       |NA                      |NA                      |NA                 |NA                |-1.2283      |36.7613       |1                       |3                   |NA                                | #> |XM-DAC-41121-2016-AFR     |ZAFP000279   |1              |NA                     |NA               |Pretoria      |NA                      |NA                      |NA                 |NA                |-25.73       |28.217        |1                       |3                   |NA                                | #> |XM-DAC-41121-2016-AME     |PANP000747   |1              |NA                     |NA               |Panamá        |NA                      |NA                      |NA                 |NA                |9.0029       |-79.5172      |1                       |3                   |NA                                | #> |XM-DAC-41121-2016-ASO     |THAP000346   |1              |NA                     |NA               |Bangkok       |NA                      |NA                      |NA                 |NA                |13.7438      |100.5479      |1                       |3                   |NA                                | #> |XM-DAC-41121-2016-EUR     |CHEP000332   |1              |NA                     |NA               |Geneva        |NA                      |NA                      |NA                 |NA                |46.2204      |6.1412        |1                       |3                   |NA                                | #> |XM-DAC-41121-2016-MENA    |JORP000901   |1              |NA                     |NA               |Amman         |NA                      |NA                      |NA                 |NA                |31.9648      |35.842        |1                       |3                   |NA                                | #> |XM-DAC-41121-2016-AFR-AGO |AGOp000026   |1              |NA                     |NA               |Dundo         |NA                      |NA                      |NA                 |NA                |-7.35        |20.8217       |1                       |3                   |NA                                | #> |XM-DAC-41121-2016-AFR-AGO |AGOp000019   |1              |NA                     |NA               |Luanda        |NA                      |NA                      |NA                 |NA                |-8.8299      |13.233        |1                       |3                   |NA                                |"},{"path":"/reference/mapping_result.html","id":null,"dir":"Reference","previous_headings":"","what":"mapping_result — mapping_result","title":"mapping_result — mapping_result","text":"Mapping Results UNHCR 2022 RBM Framework","code":""},{"path":"/reference/mapping_result.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"mapping_result — mapping_result","text":"","code":"mapping_result"},{"path":"/reference/mapping_result.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"mapping_result — mapping_result","text":"data frame 107 rows 2 variables: result_title character result_title sector_rbm character sector_rbm","code":""},{"path":"/reference/mapping_result.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"mapping_result — mapping_result","text":"https://www.unhcr.org/--/build-better-futures/compass/","code":""},{"path":"/reference/mapping_sector.html","id":null,"dir":"Reference","previous_headings":"","what":"mapping_sector — mapping_sector","title":"mapping_sector — mapping_sector","text":"Mapping Sector UNHCR 2022 RBM Framework","code":""},{"path":"/reference/mapping_sector.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"mapping_sector — mapping_sector","text":"","code":"mapping_sector"},{"path":"/reference/mapping_sector.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"mapping_sector — mapping_sector","text":"data frame 83 rows 3 variables: sector_desc character COLUMN_DESCRIPTION sector_vocabulary_name character COLUMN_DESCRIPTION sector_rbm character COLUMN_DESCRIPTION","code":""},{"path":"/reference/mapping_sector.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"mapping_sector — mapping_sector","text":"https://www.unhcr.org/--/build-better-futures/compass","code":""},{"path":"/reference/participating_org.html","id":null,"dir":"Reference","previous_headings":"","what":"participating_org — participating_org","title":"participating_org — participating_org","text":"organisation involved activity. May donor, fund, agency, etc.  Specifying ref identifier strongly recommended. May contain organisation name narrative.  reporting organisation plays role activity repeated . One organisation may play one role (eg, funding implementing): case role reported name organisation repeated.","code":""},{"path":"/reference/participating_org.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"participating_org — participating_org","text":"","code":"participating_org"},{"path":"/reference/participating_org.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"participating_org — participating_org","text":"data frame 13990 rows 7 variables: iati_identifier character globally unique identifier activity. participating_org_eng character COLUMN_DESCRIPTION participating_org_ref character Machine-readable identification string organisation issuing report. Must format RegistrationAgency-RegistrationNumber RegistrationAgency valid code Organisation Registration Agency code list RegistrationNumber valid identifier issued RegistrationAgency. present narrative MUST contain name organisation. participating_org_type double type organisation issuing report. See IATI codelist codeOrganisationType values. participating_org_role double IATI code describing organisation’s role activity (donor, agency, etc.). see codeOrganisationRole participating_org_activity_id logical valid activity identifier published participating organisation points activity published IATI describes role activity. participating_org_crs_channel_code logical CRS++ Reporting Directives code identifies implementing agency. Codes ending ‘00’ generic similar OrganisationType code.","code":""},{"path":"/reference/participating_org.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"participating_org — participating_org","text":"https://iatistandard.org/en/iati-standard/203/","code":""},{"path":"/reference/participating_org.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"participating_org — participating_org","text":"","code":"{ knitr::kable(head(participating_org, 10)) } #>  #>  #> |iati_identifier   |participating_org_eng                                 |participating_org_ref | participating_org_type| participating_org_role|participating_org_activity_id |participating_org_crs_channel_code | #> |:-----------------|:-----------------------------------------------------|:---------------------|----------------------:|----------------------:|:-----------------------------|:----------------------------------| #> |XM-DAC-41121-2016 |United Nations High Commissioner for Refugees (UNHCR) |XM-DAC-41121          |                     40|                      4|NA                            |NA                                 | #> |XM-DAC-41121-2016 |Australia for UNHCR                                   |NA                    |                     22|                      1|NA                            |NA                                 | #> |XM-DAC-41121-2016 |España con ACNUR                                      |NA                    |                     22|                      1|NA                            |NA                                 | #> |XM-DAC-41121-2016 |Japan for UNHCR                                       |NA                    |                     22|                      1|NA                            |NA                                 | #> |XM-DAC-41121-2016 |Sweden for UNHCR                                      |NA                    |                     22|                      1|NA                            |NA                                 | #> |XM-DAC-41121-2016 |UNO-Flüchtlingshilfe                                  |NA                    |                     22|                      1|NA                            |NA                                 | #> |XM-DAC-41121-2016 |USA for UNHCR                                         |NA                    |                     22|                      1|NA                            |NA                                 | #> |XM-DAC-41121-2016 |Government of Kuwait                                  |NA                    |                     10|                      1|NA                            |NA                                 | #> |XM-DAC-41121-2016 |Government of Portugal                                |NA                    |                     10|                      1|NA                            |NA                                 | #> |XM-DAC-41121-2016 |Government of France                                  |NA                    |                     10|                      1|NA                            |NA                                 |"},{"path":"/reference/pipe.html","id":null,"dir":"Reference","previous_headings":"","what":"Pipe operator — %>%","title":"Pipe operator — %>%","text":"See magrittr::%>% details.","code":""},{"path":"/reference/pipe.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Pipe operator — %>%","text":"","code":"lhs %>% rhs"},{"path":"/reference/pipe.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Pipe operator — %>%","text":"lhs value magrittr placeholder. rhs function call using magrittr semantics.","code":""},{"path":"/reference/pipe.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Pipe operator — %>%","text":"result calling `rhs(lhs)`.","code":""},{"path":"/reference/reference.html","id":null,"dir":"Reference","previous_headings":"","what":"reference — reference","title":"reference — reference","text":"Code Mapping table","code":""},{"path":"/reference/reference.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"reference — reference","text":"","code":"reference"},{"path":"/reference/reference.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"reference — reference","text":"data frame 267 rows 34 variables: iso_3 character COLUMN_DESCRIPTION UNHCRcode character COLUMN_DESCRIPTION ctryname character COLUMN_DESCRIPTION namepostat character COLUMN_DESCRIPTION namepostat2 character COLUMN_DESCRIPTION gis_name character COLUMN_DESCRIPTION UNHCRBureau character COLUMN_DESCRIPTION main_office character COLUMN_DESCRIPTION hcr_region character COLUMN_DESCRIPTION hcr_subregion character COLUMN_DESCRIPTION code_op character COLUMN_DESCRIPTION Latitude double COLUMN_DESCRIPTION Longitude double COLUMN_DESCRIPTION scalerank double COLUMN_DESCRIPTION LABELRANK double COLUMN_DESCRIPTION SOVEREIGNT character COLUMN_DESCRIPTION SOV_A3 character COLUMN_DESCRIPTION ADM0_DIF double COLUMN_DESCRIPTION LEVEL double COLUMN_DESCRIPTION TYPE character COLUMN_DESCRIPTION ADMIN character COLUMN_DESCRIPTION ADM0_A3 character COLUMN_DESCRIPTION CONTINENT character COLUMN_DESCRIPTION REGION_UN character COLUMN_DESCRIPTION SUBREGION character COLUMN_DESCRIPTION REGION_WB character COLUMN_DESCRIPTION ECONOMY character COLUMN_DESCRIPTION INCOME_GRP character COLUMN_DESCRIPTION POP_EST double COLUMN_DESCRIPTION POP_RANK double COLUMN_DESCRIPTION GDP_MD_EST double COLUMN_DESCRIPTION POP_YEAR double COLUMN_DESCRIPTION LASTCENSUS double COLUMN_DESCRIPTION M49_code double COLUMN_DESCRIPTION","code":""},{"path":"/reference/reference.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"reference — reference","text":"http://somewhere.important.com/","code":""},{"path":"/reference/related_activity.html","id":null,"dir":"Reference","previous_headings":"","what":"DATASET_TITLE — related_activity","title":"DATASET_TITLE — related_activity","text":"DATASET_DESCRIPTION","code":""},{"path":"/reference/related_activity.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"DATASET_TITLE — related_activity","text":"","code":"related_activity"},{"path":"/reference/related_activity.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"DATASET_TITLE — related_activity","text":"data frame 2950 rows 3 variables: iati_identifier character globally unique identifier activity. related_activity_ref character COLUMN_DESCRIPTION related_activity_type character COLUMN_DESCRIPTION","code":""},{"path":"/reference/related_activity.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"DATASET_TITLE — related_activity","text":"https://iatistandard.org/en/iati-standard/203/","code":""},{"path":"/reference/related_activity.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"DATASET_TITLE — related_activity","text":"","code":"{ knitr::kable(head(related_activity, 10)) } #>  #>  #> |iati_identifier       |related_activity_ref         |related_activity_type | #> |:---------------------|:----------------------------|:---------------------| #> |XM-DAC-41121-2016     |XM-DAC-41121-2016-AFR        |2                     | #> |XM-DAC-41121-2016     |XM-DAC-41121-2016-AME        |2                     | #> |XM-DAC-41121-2016     |XM-DAC-41121-2016-ASO        |2                     | #> |XM-DAC-41121-2016     |XM-DAC-41121-2016-EUR        |2                     | #> |XM-DAC-41121-2016     |XM-DAC-41121-2016-GLOBALPROG |2                     | #> |XM-DAC-41121-2016     |XM-DAC-41121-2016-HQ         |2                     | #> |XM-DAC-41121-2016     |XM-DAC-41121-2016-JPO        |2                     | #> |XM-DAC-41121-2016     |XM-DAC-41121-2016-MENA       |2                     | #> |XM-DAC-41121-2016     |XM-DAC-41121-2017            |3                     | #> |XM-DAC-41121-2016-AFR |XM-DAC-41121-2016            |1                     |"},{"path":"/reference/result.html","id":null,"dir":"Reference","previous_headings":"","what":"DATASET_TITLE — result","title":"DATASET_TITLE — result","text":"DATASET_DESCRIPTION","code":""},{"path":"/reference/result.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"DATASET_TITLE — result","text":"","code":"result"},{"path":"/reference/result.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"DATASET_TITLE — result","text":"data frame 26667 rows 24 variables: iati_identifier character globally unique identifier activity. result_type character COLUMN_DESCRIPTION result_aggregation_status character COLUMN_DESCRIPTION result_title character COLUMN_DESCRIPTION result_desc logical COLUMN_DESCRIPTION result_indicator_measure character COLUMN_DESCRIPTION result_indicator_title character COLUMN_DESCRIPTION result_indicator_desc character COLUMN_DESCRIPTION result_indicator_baseline_value character COLUMN_DESCRIPTION result_indicator_baseline_year character COLUMN_DESCRIPTION result_indicator_baseline_date logical COLUMN_DESCRIPTION result_indicator_baseline_location_ref character COLUMN_DESCRIPTION result_indicator_baseline_dimension_1 character COLUMN_DESCRIPTION result_indicator_baseline_dimension_value_1 character COLUMN_DESCRIPTION result_indicator_baseline_dimension_2 character COLUMN_DESCRIPTION result_indicator_baseline_dimension_value_2 character COLUMN_DESCRIPTION result_indicator_period_start character COLUMN_DESCRIPTION result_indicator_period_end character COLUMN_DESCRIPTION result_indicator_target_value character COLUMN_DESCRIPTION result_indicator_target_location_ref character COLUMN_DESCRIPTION result_indicator_target_dimension_1 character COLUMN_DESCRIPTION result_indicator_target_value_1 character COLUMN_DESCRIPTION result_indicator_target_dimension_2 character COLUMN_DESCRIPTION result_indicator_target_value_2 character COLUMN_DESCRIPTION","code":""},{"path":"/reference/result.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"DATASET_TITLE — result","text":"https://iatistandard.org/en/iati-standard/203/","code":""},{"path":"/reference/result.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"DATASET_TITLE — result","text":"","code":"{ knitr::kable(head(result, 10)) } #>  #>  #> |iati_identifier           |result_type |result_aggregation_status |result_title                             |result_desc |result_indicator_measure |result_indicator_title                                                                                               |result_indicator_desc                                                                   |result_indicator_baseline_value |result_indicator_baseline_year |result_indicator_baseline_date |result_indicator_baseline_location_ref |result_indicator_baseline_dimension_1 |result_indicator_baseline_dimension_value_1 |result_indicator_baseline_dimension_2 |result_indicator_baseline_dimension_value_2 |result_indicator_period_start |result_indicator_period_end |result_indicator_target_value |result_indicator_target_location_ref |result_indicator_target_dimension_1 |result_indicator_target_value_1 |result_indicator_target_dimension_2 |result_indicator_target_value_2 | #> |:-------------------------|:-----------|:-------------------------|:----------------------------------------|:-----------|:------------------------|:--------------------------------------------------------------------------------------------------------------------|:---------------------------------------------------------------------------------------|:-------------------------------|:------------------------------|:------------------------------|:--------------------------------------|:-------------------------------------|:-------------------------------------------|:-------------------------------------|:-------------------------------------------|:-----------------------------|:---------------------------|:-----------------------------|:------------------------------------|:-----------------------------------|:-------------------------------|:-----------------------------------|:-------------------------------| #> |XM-DAC-41121-2016-AFR-AGO |2           |0                         |Civil status documentation               |NA          |2                        |% children under 12 months old who have been issued birth certificates by the authorities                            |NA                                                                                      |30                              |2016                           |NA                             |Angola                                 |Population targeted                   |Refugees and asylum seekers                 |Goal                                  |Protection and mixed solutions              |2016-01-01                    |2016-12-31                  |35                            |Angola                               |Population targeted                 |Refugees and asylum seekers     |Goal                                |Protection and mixed solutions  | #> |XM-DAC-41121-2016-AFR-AGO |2           |0                         |Community mobilization                   |NA          |2                        |% of active female participants in leadership/ management structures                                                 |NA                                                                                      |20                              |2016                           |NA                             |Angola                                 |Population targeted                   |Refugees and asylum seekers                 |Goal                                  |Protection and mixed solutions              |2016-01-01                    |2016-12-31                  |50                            |Angola                               |Population targeted                 |Refugees and asylum seekers     |Goal                                |Protection and mixed solutions  | #> |XM-DAC-41121-2016-AFR-AGO |1           |0                         |Law and policy                           |NA          |1                        |# of advocacy interventions made                                                                                     |Related output: Advocacy conducted                                                      |NA                              |NA                             |NA                             |NA                                     |NA                                    |NA                                          |NA                                    |NA                                          |2016-01-01                    |2016-12-31                  |6                             |Angola                               |Population targeted                 |Refugees and asylum seekers     |Goal                                |Protection and mixed solutions  | #> |XM-DAC-41121-2016-AFR-AGO |2           |0                         |Resettlement                             |NA          |2                        |% of persons of concern identified in need of resettlement submitted for resettlement                                |NA                                                                                      |0                               |2016                           |NA                             |Angola                                 |Population targeted                   |Refugees and asylum seekers                 |Goal                                  |Protection and mixed solutions              |2016-01-01                    |2016-12-31                  |25                            |Angola                               |Population targeted                 |Refugees and asylum seekers     |Goal                                |Protection and mixed solutions  | #> |XM-DAC-41121-2016-AFR-AGO |2           |0                         |SGBV prevention and response             |NA          |1                        |Extent community is active in SGBV prevention and survivor centered protection                                       |NA                                                                                      |60                              |2016                           |NA                             |Angola                                 |Population targeted                   |Refugees and asylum seekers                 |Goal                                  |Protection and mixed solutions              |2016-01-01                    |2016-12-31                  |70                            |Angola                               |Population targeted                 |Refugees and asylum seekers     |Goal                                |Protection and mixed solutions  | #> |XM-DAC-41121-2016-AFR-AGO |2           |0                         |Services for persons with specific needs |NA          |2                        |% of persons of concern with disabilities who receive services for their specific needs                              |NA                                                                                      |46.2                            |2016                           |NA                             |Angola                                 |Population targeted                   |Refugees and asylum seekers                 |Goal                                  |Protection and mixed solutions              |2016-01-01                    |2016-12-31                  |55                            |Angola                               |Population targeted                 |Refugees and asylum seekers     |Goal                                |Protection and mixed solutions  | #> |XM-DAC-41121-2016-AFR-AGO |2           |0                         |Solutions strategy                       |NA          |1                        |Extent Comprehensive Solutions strategy identified and agreed                                                        |NA                                                                                      |75                              |2016                           |NA                             |Angola                                 |Population targeted                   |Refugees and asylum seekers                 |Goal                                  |Protection and mixed solutions              |2016-01-01                    |2016-12-31                  |85                            |Angola                               |Population targeted                 |Refugees and asylum seekers     |Goal                                |Protection and mixed solutions  | #> |XM-DAC-41121-2016-AFR-AGO |2           |0                         |Status determination                     |NA          |1                        |Extent applicants have access to status determination procedure                                                      |NA                                                                                      |20                              |2016                           |NA                             |Angola                                 |Population targeted                   |Refugees and asylum seekers                 |Goal                                  |Protection and mixed solutions              |2016-01-01                    |2016-12-31                  |35                            |Angola                               |Population targeted                 |Refugees and asylum seekers     |Goal                                |Protection and mixed solutions  | #> |XM-DAC-41121-2016-AFR-BDI |1           |0                         |Child protection                         |NA          |1                        |# of best interests assessments conducted                                                                            |Related output: Best interest determination process established and operational         |NA                              |NA                             |NA                             |NA                                     |NA                                    |NA                                          |NA                                    |NA                                          |2016-01-01                    |2016-12-31                  |430                           |Burundi                              |Population targeted                 |Refugees and asylum-seekers     |Goal                                |Protection and mixed solutions  | #> |XM-DAC-41121-2016-AFR-BDI |1           |0                         |Child protection                         |NA          |1                        |# of children's committees, groups and other structures that are operational and facilitate children's participation |Related output: Community based child protection structures established and functioning |NA                              |NA                             |NA                             |NA                                     |NA                                    |NA                                          |NA                                    |NA                                          |2016-01-01                    |2016-12-31                  |11                            |Burundi                              |Population targeted                 |Refugees and asylum-seekers     |Goal                                |Protection and mixed solutions  |"},{"path":"/reference/sector.html","id":null,"dir":"Reference","previous_headings":"","what":"sector — sector","title":"sector — sector","text":"DATASET_DESCRIPTION","code":""},{"path":"/reference/sector.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"sector — sector","text":"","code":"sector"},{"path":"/reference/sector.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"sector — sector","text":"data frame 23793 rows 6 variables: iati_identifier character globally unique identifier activity. sector_vocabulary character COLUMN_DESCRIPTION sector_vocabulary_uri logical COLUMN_DESCRIPTION sector_code character COLUMN_DESCRIPTION sector_pct character COLUMN_DESCRIPTION sector_desc character COLUMN_DESCRIPTION","code":""},{"path":"/reference/sector.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"sector — sector","text":"https://iatistandard.org/en/iati-standard/203/","code":""},{"path":"/reference/sector.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"sector — sector","text":"","code":"{ knitr::kable(head(sector, 10)) } #>  #>  #> |iati_identifier       |sector_vocabulary |sector_vocabulary_uri |sector_code |sector_pct |sector_desc                               | #> |:---------------------|:-----------------|:---------------------|:-----------|:----------|:-----------------------------------------| #> |XM-DAC-41121-2016     |99                |NA                    |1           |76.93      |Refugee programme                         | #> |XM-DAC-41121-2016     |99                |NA                    |2           |.82        |Stateless programme                       | #> |XM-DAC-41121-2016     |99                |NA                    |3           |3.69       |Reintegration projects                    | #> |XM-DAC-41121-2016     |99                |NA                    |4           |18.56      |Internally Displaced Person projects      | #> |XM-DAC-41121-2016     |1                 |NA                    |72010       |65.52      |Material relief assistance and services   | #> |XM-DAC-41121-2016     |1                 |NA                    |72011       |6.24       |Basic Health Care Services in Emergencies | #> |XM-DAC-41121-2016     |1                 |NA                    |72012       |3.9        |Education in emergencies                  | #> |XM-DAC-41121-2016     |1                 |NA                    |72040       |.91        |Emergency food aid                        | #> |XM-DAC-41121-2016     |1                 |NA                    |72050       |23.43      |Relief co-ordination and support services | #> |XM-DAC-41121-2016-AFR |99                |NA                    |1           |81.64      |Refugee programme                         |"},{"path":"/reference/show_budget_gap.html","id":null,"dir":"Reference","previous_headings":"","what":"show_budget_gap — show_budget_gap","title":"show_budget_gap — show_budget_gap","text":"UNHCR budgets needs-based: represents total amount money required UNHCR meet needs seeking address.","code":""},{"path":"/reference/show_budget_gap.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"show_budget_gap — show_budget_gap","text":"","code":"show_budget_gap(   year,   programme_lab = NULL,   iati_identifier_ops = NULL,   ctr_name = NULL,   weight_by = NULL )"},{"path":"/reference/show_budget_gap.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"show_budget_gap — show_budget_gap","text":"year numeric value corresponding first year focus recent year within dataset. programme_lab character vector corresponding name programme. iati_identifier_ops character vector corresponding name operation. ctr_name character vector corresponding name country. weight_by list population group weight budget -  \"refugees\", \"asylum_seekers\",  \"returned_refugees\" \"idps\",  \"returned_idps\", \"stateless\",   \"ooc\", \"oip\"   default null.","code":""},{"path":"/reference/show_budget_gap.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"show_budget_gap — show_budget_gap","text":"graph","code":""},{"path":"/reference/show_budget_gap.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"show_budget_gap — show_budget_gap","text":"","code":"show_budget_gap(year = 2018,               ctr_name = \"Brazil\")  show_budget_gap(year = 2018,               ctr_name = \"Brazil\",              weight_by = c(\"refugees\", \"oip\"))"},{"path":"/reference/show_contributions.html","id":null,"dir":"Reference","previous_headings":"","what":"Title — show_contributions","title":"Title — show_contributions","text":"’s breakdown contribution Type (Un-earmarked, Tightly earmarked, etc.) Donor Funds Year?","code":""},{"path":"/reference/show_contributions.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Title — show_contributions","text":"","code":"show_contributions(   year,   programme_lab = NULL,   iati_identifier_ops = NULL,   ctr_name = NULL )"},{"path":"/reference/show_contributions.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Title — show_contributions","text":"year numeric value corresponding first year focus recent year within dataset. programme_lab character vector corresponding name programme. iati_identifier_ops character vector corresponding name operation. ctr_name character vector corresponding name country.","code":""},{"path":"/reference/show_contributions.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Title — show_contributions","text":"graph","code":""},{"path":"/reference/show_contributions.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Title — show_contributions","text":"","code":"knitr::kable(iati::dataTransaction |>                 dplyr::select(aid_type1_name, aid_type1_description)  |>                 dplyr::distinct() |>                 dplyr::filter(!(is.na(aid_type1_name)))) #>  #>  #> |aid_type1_name                                                                          |aid_type1_description                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        | #> |:---------------------------------------------------------------------------------------|:--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------| #> |Core contributions to multilateral institutions                                         |These funds are classified as multilateral ODA (all other categories fall under bilateral ODA). The recipient multilateral institution pools contributions so that they lose their identity and become an integral part of its financial assets. See Annex 2 of the DAC Directives for a comprehensive list of agencies core contributions to which may be reported under B02 (Section I. Multilateral institutions).                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        | #> |Contributions to specific-purpose programmes and funds managed by implementing partners |In addition to their core-funded operations, international organisations, NGOs, PPPs and networks, both in provider and in third countries, set up programmes and funds with a specific sectoral, thematic or geographical focus. Donors’ bilateral contributions to such programmes and funds are recorded here.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            | #> |Project-type interventions                                                              |A project is a set of inputs, activities and outputs, agreed with the partner country*, to reach specific objectives/outcomes within a defined time frame, with a defined budget and a defined geographical area. Projects can vary significantly in terms of objectives, complexity, amounts involved and duration. There are smaller projects that might involve modest financial resources and last only a few months, whereas large projects might involve more significant amounts, entail successive phases and last for many years. A large project with a number of different components is sometimes referred to as a programme, but should nevertheless be recorded here. Feasibility studies, appraisals and evaluations are included (whether designed as part of projects/programmes or dedicated funding arrangements). Academic studies, research and development, trainings, scholarships, and other technical assistance activities not directly linked to development projects/programmes should instead be recorded under D02. Aid channelled through NGOs or multilaterals is also recorded here. This includes payments for NGOs and multilaterals to implement donors’ projects and programmes, and funding of specified NGOs projects. By contrast, core funding of NGOs and multilaterals as well as contributions to specific-purpose funds are recorded under B.* In the cases of equity investments, humanitarian aid or aid channelled through NGOs, projects are recorded here even if there was no direct agreement between the donor and the partner country. | show_contributions(year = 2018,                     ctr_name = \"Brazil\")   show_contributions(year = 2018,                     programme_lab = \"The Americas\")"},{"path":"/reference/show_donors.html","id":null,"dir":"Reference","previous_headings":"","what":"show_donors — show_donors","title":"show_donors — show_donors","text":"main donors country terms transaction?","code":""},{"path":"/reference/show_donors.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"show_donors — show_donors","text":"","code":"show_donors(   year,   programme_lab = NULL,   iati_identifier_ops = NULL,   ctr_name = NULL,   transaction_type_name = \"Incoming Commitment\" )"},{"path":"/reference/show_donors.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"show_donors — show_donors","text":"year year select starting 2016 - one year list programme_lab character vector corresponding name programme. iati_identifier_ops character vector corresponding name operation. ctr_name character vector corresponding name country. transaction_type_name Transaction type - default \"Incoming Commitment\" , can also   \"Disbursement\", \"Expenditure\"","code":""},{"path":"/reference/show_donors.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"show_donors — show_donors","text":"graph","code":""},{"path":"/reference/show_donors.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"show_donors — show_donors","text":"","code":"knitr::kable(iati::dataTransaction |>                 dplyr::select( transaction_type_name, transaction_type_description) |>                 dplyr::distinct() ) #>  #>  #> |transaction_type_name |transaction_type_description                                                                                                                                                  | #> |:---------------------|:-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------| #> |Incoming Commitment   |A firm, written obligation from a donor or provider to provide a specified amount of funds, under particular terms and conditions, reported by a recipient for this activity. | #> |Expenditure           |Outgoing funds that are spent on goods and services for the activity.                                                                                                         | #> |Disbursement          |Outgoing funds that are placed at the disposal of a recipient government or organisation, or funds transferred between two separately reported activities.                    | show_donors(year = 2022,            programme_lab = \"The Americas\",            transaction_type_name = \"Incoming Commitment\" )  show_donors(year = 2018,            ctr_name = \"Brazil\",            transaction_type_name = \"Incoming Commitment\" )  show_donors(year = 2018,            programme_lab = \"Brazil\",            transaction_type_name = \"Disbursement\" )  show_donors(year = 2018,            programme_lab = \"Brazil\",            transaction_type_name = \"Expenditure\" )"},{"path":"/reference/show_earmarking.html","id":null,"dir":"Reference","previous_headings":"","what":"Title — show_earmarking","title":"Title — show_earmarking","text":"’s breakdown Earmarking Type (Un-earmarked, Tightly earmarked, etc.) \\  Donor Funds Year?    possible, UNHCR prefers receive unearmarked funds, allows agency   greater flexibility allocating resources new needs emerge course year.   possible, funds can also softly earmarked. mean funds   can spent anywhere within region particular situation (example, funds   spent assist refugees Syria, can spent country hosting   refugees). Earmarked funds contribution corresponds specific country   can spent anything within operation’s programme. Finally, tightly earmarked funds   specify activity population within country’s programme. UNHCR charges ISC -  Indirect Support Costs - rate 6.5   covers management administration  costs HQ programme support costs    incurred HQ Regional Bureaux.","code":""},{"path":"/reference/show_earmarking.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Title — show_earmarking","text":"","code":"show_earmarking(   year,   programme_lab = NULL,   iati_identifier_ops = NULL,   ctr_name = NULL )"},{"path":"/reference/show_earmarking.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Title — show_earmarking","text":"year numeric value corresponding first year focus recent year within dataset. programme_lab character vector corresponding name programme. iati_identifier_ops character vector corresponding name operation. ctr_name character vector corresponding name country.","code":""},{"path":"/reference/show_earmarking.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Title — show_earmarking","text":"graph","code":""},{"path":"/reference/show_earmarking.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Title — show_earmarking","text":"","code":"knitr::kable(iati::dataTransaction |>                 dplyr::select(earmarking_name, earmarking_description)  |>                 dplyr::distinct() |>                 dplyr::filter(!(is.na(earmarking_name)))) #>  #>  #> |earmarking_name   |earmarking_description                                | #> |:-----------------|:-----------------------------------------------------| #> |Unearmarked       |Any or all of the Earmarking Modality codes A,B or C. | #> |Softly Earmarked  |Any or all of the Earmarking Modality codes D,E or F. | #> |Tightly Earmarked |Any or all of the Earmarking Modality codes I,J or K. | #> |Earmarked         |Any or all of the Earmarking Modality codes G or H.   | show_earmarking(year = 2018,               programme_lab = NULL,               iati_identifier_ops = NULL,               ctr_name = \"Brazil\")"},{"path":"/reference/show_expenditure.html","id":null,"dir":"Reference","previous_headings":"","what":"show_expenditure — show_expenditure","title":"show_expenditure — show_expenditure","text":"much expenditures compare initial budget (potentially weighted #)?","code":""},{"path":"/reference/show_expenditure.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"show_expenditure — show_expenditure","text":"","code":"show_expenditure(   year,   programme_lab = NULL,   iati_identifier_ops = NULL,   ctr_name = NULL,   weight_by = NULL )"},{"path":"/reference/show_expenditure.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"show_expenditure — show_expenditure","text":"year numeric value corresponding first year focus recent year within dataset. programme_lab character vector corresponding name programme. iati_identifier_ops character vector corresponding name operation. ctr_name character vector corresponding name country. weight_by list population group weight budget -  \"refugees\", \"asylum_seekers\",  \"returned_refugees\" \"idps\",  \"returned_idps\", \"stateless\",   \"ooc\", \"oip\"   default null.","code":""},{"path":"/reference/show_expenditure.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"show_expenditure — show_expenditure","text":"graph","code":""},{"path":"/reference/show_expenditure.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"show_expenditure — show_expenditure","text":"","code":"show_expenditure(year = 2018,               ctr_name = \"Brazil\")   show_expenditure(year = 2018,               ctr_name = \"Brazil\",              weight_by = c(\"refugees\", \"oip\"))"},{"path":"/reference/show_implementers.html","id":null,"dir":"Reference","previous_headings":"","what":"Ploting implementer — show_implementers","title":"Ploting implementer — show_implementers","text":"Ploting implementer","code":""},{"path":"/reference/show_implementers.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Ploting implementer — show_implementers","text":"","code":"show_implementers()"},{"path":"/reference/show_implementers.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Ploting implementer — show_implementers","text":"graph","code":""},{"path":"/reference/show_implementers.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Ploting implementer — show_implementers","text":"","code":"show_implementers( )  #> NULL"},{"path":"/reference/show_indicators.html","id":null,"dir":"Reference","previous_headings":"","what":"show_indicators — show_indicators","title":"show_indicators — show_indicators","text":"much indicators evolve time thresholds?","code":""},{"path":"/reference/show_indicators.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"show_indicators — show_indicators","text":"","code":"show_indicators(   year,   programme_lab = NULL,   iati_identifier_ops = NULL,   ctr_name = NULL,   result_type_name = \"Outcome\",   type = \"deviation\" )"},{"path":"/reference/show_indicators.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"show_indicators — show_indicators","text":"year numeric value corresponding first year focus recent year within dataset. programme_lab character vector corresponding name programme. iati_identifier_ops character vector corresponding name operation. ctr_name character vector corresponding name country. result_type_name either  \"Impact\"  \"Outcome\" \"Output\" - default  \"Outcome\" type \"deviation\" showing difference target actual -  \"progress\"  showing difference baseline actual","code":""},{"path":"/reference/show_indicators.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"show_indicators — show_indicators","text":"graph","code":""},{"path":"/reference/show_indicators.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"show_indicators — show_indicators","text":"","code":"show_indicators(year = 2022,                ctr_name = \"Brazil\",               result_type_name = \"Outcome\",              type = \"deviation\"              )  show_indicators(year = 2022,                ctr_name = \"Brazil\",               result_type_name = \"Impact\",              type = \"deviation\"              )  show_indicators(year = 2019,                ctr_name = \"Brazil\",               result_type_name = \"Output\",              type = \"deviation\"              ) #> Warning: Removed 12 rows containing missing values (`position_stack()`). #> Warning: Removed 12 rows containing missing values (`geom_text()`).  show_indicators(year = 2022,                ctr_name = \"Brazil\",               result_type_name = \"Outcome\",              type = \"progress\"              )  show_indicators(year = 2022,                ctr_name = \"Brazil\",               result_type_name = \"Impact\",              type = \"progress\"              )  show_indicators(year = 2019,                ctr_name = \"Brazil\",               result_type_name = \"Output\",              type = \"progress\"              )"},{"path":"/reference/show_indicators_time.html","id":null,"dir":"Reference","previous_headings":"","what":"show_indicators_time — show_indicators_time","title":"show_indicators_time — show_indicators_time","text":"much indicators evolve time thresholds?","code":""},{"path":"/reference/show_indicators_time.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"show_indicators_time — show_indicators_time","text":"","code":"show_indicators_time(   year,   programme_lab = NULL,   iati_identifier_ops = NULL,   ctr_name = NULL,   result_type_name = \"Outcome\",   type = \"deviation\" )"},{"path":"/reference/show_indicators_time.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"show_indicators_time — show_indicators_time","text":"year numeric value corresponding first year focus recent year within dataset. programme_lab character vector corresponding name programme. iati_identifier_ops character vector corresponding name operation. ctr_name character vector corresponding name country. result_type_name either  \"Impact\"  \"Outcome\" \"Output\" - default  \"Outcome\" type \"deviation\" showing difference target actual -  \"progress\"  showing difference baseline actual","code":""},{"path":"/reference/show_indicators_time.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"show_indicators_time — show_indicators_time","text":"graph","code":""},{"path":"/reference/show_indicators_time.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"show_indicators_time — show_indicators_time","text":"","code":"show_indicators_time(year = 2020,                ctr_name = \"Brazil\",               result_type_name = \"Outcome\",              type = \"deviation\"              )  show_indicators_time(year =  2020,               ctr_name = \"Brazil\",               result_type_name = \"Impact\",              type = \"deviation\"              )  show_indicators_time(year =  2020,                ctr_name = \"Brazil\",               result_type_name = \"Output\",              type = \"deviation\"              )  show_indicators_time(year =  2020,               ctr_name = \"Brazil\",               result_type_name = \"Outcome\",              type = \"progress\"              )  show_indicators_time(year =  2020,               ctr_name = \"Brazil\",               result_type_name = \"Impact\",              type = \"progress\"              )  show_indicators_time(year =  2020,               ctr_name = \"Brazil\",               result_type_name = \"Output\",              type = \"progress\"              )"},{"path":"/reference/show_partnership.html","id":null,"dir":"Reference","previous_headings":"","what":"show_partnership — show_partnership","title":"show_partnership — show_partnership","text":"organisations partner together?","code":""},{"path":"/reference/show_partnership.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"show_partnership — show_partnership","text":"","code":"show_partnership(   year,   programme_lab = NULL,   iati_identifier_ops = NULL,   ctr_name = NULL )"},{"path":"/reference/show_partnership.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"show_partnership — show_partnership","text":"year numeric value corresponding year displayed programme_lab character vector corresponding name programme. iati_identifier_ops character vector corresponding name operation. ctr_name character vector corresponding name country.","code":""},{"path":"/reference/show_partnership.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"show_partnership — show_partnership","text":"graph","code":""},{"path":"/reference/show_partnership.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"show_partnership — show_partnership","text":"","code":"show_partnership(year = 2022,            ctr_name = \"Brazil\" )  #>  #>  #> |Organisation              |Funding                                                                                                                                                                                                                                                                                                                                                                                       |Implementing                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 | #> |:-------------------------|:---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------| #> |Government                |Governmental donors of unearmarked and flexible funds, United States                                        , Government of Cyprus                                 , Government of Brazil                                                                                                                                                                                                     |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             | #> |National NGO              |Australia for UNHCR                         , España con ACNUR (Spain)                    , Fundación ACNUR Comité Argentino (Argentina), Japan for UNHCR                             , Sweden for UNHCR                            , Switzerland for UNHCR                       , UK for UNHCR                                , UNO-Flüchtlingshilfe (Germany)              , USA for UNHCR |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             | #> |Other Public Sector       |European Commission - Humanitarian Aid & Civil Protection, European Commission - International Partnerships                                                                                                                                                                                                                                                                                   |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             | #> |Multilateral              |UN Women                                      , International Organization for Migration (IOM)                                                                                                                                                                                                                                                                                                |United Nations High Commissioner for Refugees (UNHCR)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        | #> |Partner Country based NGO |                                                                                                                                                                                                                                                                                                                                                                                              |Caritas Brasileira Regional Parana                           , Instituto MANA                                               , ASAV Servico Jesuita a Migrantes e Refugiados                , CARITAS ARQUIDIOCESANA DE MANAUS                             , Associacao Hermanitos                                        , Pia Sociedade dos Missionários de São Carlos                 , Associacao Voluntarios Para o Servicio Internacional - BRASIL, CARITAS ARQUIDIOCESANA DE SAO PAULO, BRAZIL                  , INSTITUTO DE MIGRACOES E DIREITOS HUMANOS                    , I Know My Rights                                             , CARITAS ARQUIDIOCESANA DE RIO DE JANEIRO, BRAZIL             , A Casa - Museu De Artes e Artefatos Brasileiros              , Associacao Compassiva                                        , Instituto Internacional de Educacao do Brasil                , Organizacao Fraternidade sem Fronteiras                      , Aldeias Infantis SOS Brasil | #> |International NGO         |                                                                                                                                                                                                                                                                                                                                                                                              |ADVENTIST DEVELOPMENT AND RELIEF AGENCY, Panamerican Development Foundation                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  | #> |Private Sector            |Private donors                                                                                                                                                                                                                                                                                                                                                                                |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             |"},{"path":"/reference/show_sectors.html","id":null,"dir":"Reference","previous_headings":"","what":"show_sectors — show_sectors","title":"show_sectors — show_sectors","text":"funded sectors per country (Expenditure evolution per impact /outcome area)?","code":""},{"path":"/reference/show_sectors.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"show_sectors — show_sectors","text":"","code":"show_sectors(   year,   programme_lab = NULL,   iati_identifier_ops = NULL,   ctr_name = NULL,   sector_vocabulary_name = \"Reporting Organisation 2\" )"},{"path":"/reference/show_sectors.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"show_sectors — show_sectors","text":"year numeric value list value. programme_lab character vector corresponding name programme. iati_identifier_ops character vector corresponding name operation. ctr_name character vector corresponding name country. sector_vocabulary_name sector_vocabulary","code":""},{"path":"/reference/show_sectors.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"show_sectors — show_sectors","text":"graph","code":""},{"path":"/reference/show_sectors.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"show_sectors — show_sectors","text":"","code":"knitr::kable( iati::dataSector |>                  dplyr::select( sector_vocabulary_name, sector_vocabulary_description) |>                 dplyr::distinct() |>                 dplyr::filter(!(is.na(sector_vocabulary_name)))) #>  #>  #> |sector_vocabulary_name                                         |sector_vocabulary_description                                                                                                                             | #> |:--------------------------------------------------------------|:---------------------------------------------------------------------------------------------------------------------------------------------------------| #> |Reporting Organisation                                         |The sector reported corresponds to a sector vocabulary maintained by the reporting organisation for this activity                                         | #> |OECD DAC CRS Purpose Codes (5 digit)                           |The sector reported corresponds to an OECD DAC CRS 5-digit purpose code                                                                                   | #> |Humanitarian Global Clusters (Inter-Agency Standing Committee) |The sector reported corresponds to an Inter-Agency Standard Committee Humanitarian Global Cluster code                                                    | #> |Reporting Organisation 2                                       |The sector reported corresponds to a sector vocabulary maintained by the reporting organisation for this activity (if they are referencing more than one) | show_sectors(   year =  c(2020, 2021, 2022),    ctr_name = \"Brazil\",   sector_vocabulary_name = \"Reporting Organisation\")  show_sectors(   year = 2022,    ctr_name = \"Brazil\",   sector_vocabulary_name = \"Reporting Organisation 2\")  show_sectors(   year = c(2020, 2021, 2022),     ctr_name = \"Brazil\",   sector_vocabulary_name = \"Reporting Organisation 2\")  show_sectors(   year = c(2017,2018,2019,2020,2021, 2022),    ctr_name = \"Brazil\",   sector_vocabulary_name = \"Humanitarian Global Clusters (Inter-Agency Standing Committee)\")  show_sectors(   year = c(2017,2018,2019,2020,2021, 2022),    ctr_name = \"Brazil\",   sector_vocabulary_name = \"OECD DAC CRS Purpose Codes (5 digit)\")"},{"path":"/reference/show_sectors_rbm.html","id":null,"dir":"Reference","previous_headings":"","what":"show_sectors_rbm — show_sectors_rbm","title":"show_sectors_rbm — show_sectors_rbm","text":"funded sectors per country based new RBM framework","code":""},{"path":"/reference/show_sectors_rbm.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"show_sectors_rbm — show_sectors_rbm","text":"","code":"show_sectors_rbm(   year,   programme_lab = NULL,   iati_identifier_ops = NULL,   ctr_name = NULL )"},{"path":"/reference/show_sectors_rbm.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"show_sectors_rbm — show_sectors_rbm","text":"year numeric value list value. programme_lab character vector corresponding name programme. iati_identifier_ops character vector corresponding name operation. ctr_name character vector corresponding name country.","code":""},{"path":"/reference/show_sectors_rbm.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"show_sectors_rbm — show_sectors_rbm","text":"graph","code":""},{"path":"/reference/show_sectors_rbm.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"show_sectors_rbm — show_sectors_rbm","text":"","code":"show_sectors_rbm( year =  c(2017, 2018, 2019, 2020, 2021, 2022),               ctr_name = \"Brazil\")"},{"path":"/reference/show_top_donors.html","id":null,"dir":"Reference","previous_headings":"","what":"show_top_donors — show_top_donors","title":"show_top_donors — show_top_donors","text":"main donors country terms transaction?","code":""},{"path":"/reference/show_top_donors.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"show_top_donors — show_top_donors","text":"","code":"show_top_donors(   year,   programme_lab = NULL,   iati_identifier_ops = NULL,   ctr_name = NULL,   transaction_type_name = \"Incoming Commitment\",   top_n = 5 )"},{"path":"/reference/show_top_donors.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"show_top_donors — show_top_donors","text":"year year select starting 2016 - one year list programme_lab character vector corresponding name programme. iati_identifier_ops character vector corresponding name operation. ctr_name character vector corresponding name country. transaction_type_name Transaction type - default \"Incoming Commitment\" , can also   \"Disbursement\", \"Expenditure\" top_n top n donors show - rest lumped together","code":""},{"path":"/reference/show_top_donors.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"show_top_donors — show_top_donors","text":"graph","code":""},{"path":"/reference/show_top_donors.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"show_top_donors — show_top_donors","text":"","code":"show_top_donors(year = 2022,            ctr_name = \"Brazil\",            transaction_type_name = \"Incoming Commitment\" ,            top_n = 5)  show_top_donors(year = 2020,            ctr_name = \"Brazil\",            transaction_type_name = \"Incoming Commitment\" ,            top_n = 10)"},{"path":"/reference/template_prez.html","id":null,"dir":"Reference","previous_headings":"","what":"Generate a summary powerpoint — template_prez","title":"Generate a summary powerpoint — template_prez","text":"Generate summary powerpoint","code":""},{"path":"/reference/template_prez.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Generate a summary powerpoint — template_prez","text":"","code":"template_prez(year = 2022, ctr_name, folder = \"Prez\")"},{"path":"/reference/template_prez.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Generate a summary powerpoint — template_prez","text":"year numeric value corresponding first year focus recent year within dataset. ctr_name character vector corresponding name country. folder folder within project put generated report.  Folder created exist","code":""},{"path":"/reference/template_prez.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Generate a summary powerpoint — template_prez","text":"nothing file report generated","code":""},{"path":"/reference/template_prez.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Generate a summary powerpoint — template_prez","text":"","code":"## generate for one country # iati::template_prez(year = 2022,  #                     ctr_name = \"Brazil\", #                     folder = \"dev/Prez\")  # ## Generate for all operation specific region # region <- \"The Americas\" #  # countries <- iati::dataActivity |>  #        dplyr::filter( unhcr_region ==  region) |> #        dplyr::select(ctr_name) |> #        dplyr::distinct() |> #        dplyr::pull() #  # for ( ctr in countries) { #     cat(paste0(ctr, \"\\n\")) #     iati::template_prez(year = 2022,  #                     ctr_name = ctr, #                     folder = \"dev/Prez\")  }"},{"path":"/reference/transaction.html","id":null,"dir":"Reference","previous_headings":"","what":"transaction — transaction","title":"transaction — transaction","text":"Transactions recording committed actual funds flowing aid activity.","code":""},{"path":"/reference/transaction.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"transaction — transaction","text":"","code":"transaction"},{"path":"/reference/transaction.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"transaction — transaction","text":"data frame 30752 rows 17 variables: iati_identifier character globally unique identifier activity. transaction_ref character COLUMN_DESCRIPTION transaction_humanitarian logical COLUMN_DESCRIPTION transaction_type_code double type transaction (e.g. commitment, disbursement, expenditure, etc.). transaction_date date COLUMN_DESCRIPTION transaction_value_currency character COLUMN_DESCRIPTION transaction_value_date date COLUMN_DESCRIPTION transaction_value double COLUMN_DESCRIPTION transaction_description character human-readable description transaction. transaction_provider_org_type double COLUMN_DESCRIPTION transaction_provider_org_ref character COLUMN_DESCRIPTION transaction_provider_org character COLUMN_DESCRIPTION transaction_aid_type_code_1 character COLUMN_DESCRIPTION transaction_aid_type_vocabulary_1 double COLUMN_DESCRIPTION transaction_aid_type_code_2 character COLUMN_DESCRIPTION transaction_aid_type_vocabulary_2 double COLUMN_DESCRIPTION transaction_value_USD double COLUMN_DESCRIPTION","code":""},{"path":"/reference/transaction.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"transaction — transaction","text":"https://iatistandard.org/en/iati-standard/203/activity-standard/iati-activities/iati-activity/transaction/","code":""},{"path":"/reference/transaction.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"transaction — transaction","text":"","code":"{ knitr::kable(head(transaction, 10)) } #>  #>  #> |iati_identifier   |transaction_ref |transaction_humanitarian | transaction_type_code|transaction_date |transaction_value_currency |transaction_value_date | transaction_value|transaction_description      | transaction_provider_org_type|transaction_provider_org_ref |transaction_provider_org |transaction_aid_type_code_1 | transaction_aid_type_vocabulary_1|transaction_aid_type_code_2 | transaction_aid_type_vocabulary_2| transaction_value_USD| #> |:-----------------|:---------------|:------------------------|---------------------:|:----------------|:--------------------------|:----------------------|-----------------:|:----------------------------|-----------------------------:|:----------------------------|:------------------------|:---------------------------|---------------------------------:|:---------------------------|---------------------------------:|---------------------:| #> |XM-DAC-41121-2016 |65337           |NA                       |                    11|2016-06-30       |USD                        |2016-06-30             |            995603|Monthly contribution summary |                            70|NA                           |Private donors           |B02                         |                                 1|1                           |                                 2|            995603.365| #> |XM-DAC-41121-2016 |65737           |NA                       |                    11|2016-07-31       |USD                        |2016-07-31             |             99558|Monthly contribution summary |                            70|NA                           |Private donors           |B02                         |                                 1|1                           |                                 2|             99557.520| #> |XM-DAC-41121-2016 |65228           |NA                       |                    11|2016-04-30       |USD                        |2016-04-30             |               100|Monthly contribution summary |                            70|NA                           |Private donors           |B03                         |                                 1|2                           |                                 2|                99.660| #> |XM-DAC-41121-2016 |65677           |NA                       |                    11|2016-12-31       |USD                        |2016-12-31             |              9847|Monthly contribution summary |                            70|NA                           |Private donors           |B03                         |                                 1|2                           |                                 2|              9847.020| #> |XM-DAC-41121-2016 |65476           |NA                       |                    11|2016-08-31       |USD                        |2016-08-31             |             97088|Monthly contribution summary |                            70|NA                           |Private donors           |B02                         |                                 1|1                           |                                 2|             97088.412| #> |XM-DAC-41121-2016 |65055           |NA                       |                    11|2016-01-31       |USD                        |2016-01-31             |            960637|Monthly contribution summary |                            70|NA                           |Private donors           |B02                         |                                 1|1                           |                                 2|            960637.301| #> |XM-DAC-41121-2016 |65544           |NA                       |                    11|2016-05-31       |USD                        |2016-05-31             |            953705|Monthly contribution summary |                            70|NA                           |Private donors           |B02                         |                                 1|1                           |                                 2|            953705.310| #> |XM-DAC-41121-2016 |65461           |NA                       |                    11|2016-08-31       |USD                        |2016-08-31             |              9492|Monthly contribution summary |                            70|NA                           |Private donors           |B02                         |                                 1|1                           |                                 2|              9491.715| #> |XM-DAC-41121-2016 |65476           |NA                       |                    11|2016-08-31       |USD                        |2016-08-31             |              9437|Monthly contribution summary |                            70|NA                           |Private donors           |B03                         |                                 1|2                           |                                 2|              9437.292| #> |XM-DAC-41121-2016 |65387           |NA                       |                    11|2016-07-31       |USD                        |2016-07-31             |            941500|Monthly contribution summary |                            70|NA                           |Private donors           |B02                         |                                 1|1                           |                                 2|            941499.647|"},{"path":"/news/index.html","id":"iati-011","dir":"Changelog","previous_headings":"","what":"iati 0.1.1","title":"iati 0.1.1","text":"initial version","code":""}]
+[{"path":"/articles/get-started.html","id":"show-donors---show_donors","dir":"Articles","previous_headings":"","what":"Show donors - show_donors","title":"Get started","text":"","code":"show_donors(year = 2020,             geo = \"The Americas\",             transtype = \"11\" ) # ,  ## \"3\"  \"4\"  \"11\"           metric = \"USD\""},{"path":"/articles/get-started.html","id":"show-implementers---show_implementers","dir":"Articles","previous_headings":"","what":"Show implementers - show_implementers","title":"Get started","text":"","code":"show_implementers(year = 2020,             geo = \"The Americas\",             transtype = \"11\" )"},{"path":[]},{"path":"/articles/unhcr-programme.html","id":"show_indicators","dir":"Articles","previous_headings":"Using iati::dataResult","what":"show_indicators","title":"UNHCR Programme","text":"much indicators relate target baseline?","code":"show_indicators(year = 2022,                ctr_name = \"Brazil\",               result_type_name = \"Outcome\",              type = \"deviation\"              ) show_indicators(year = 2022,                ctr_name = \"Brazil\",               result_type_name = \"Impact\",              type = \"deviation\"              ) show_indicators(year = 2019,                ctr_name = \"Brazil\",               result_type_name = \"Output\",              type = \"deviation\"              ) show_indicators(year = 2022,                ctr_name = \"Brazil\",               result_type_name = \"Outcome\",              type = \"progress\"              ) show_indicators(year = 2022,                ctr_name = \"Brazil\",               result_type_name = \"Impact\",              type = \"progress\"              ) show_indicators(year = 2019,                ctr_name = \"Brazil\",               result_type_name = \"Output\",              type = \"progress\"              )"},{"path":"/articles/unhcr-programme.html","id":"show_indicators_time","dir":"Articles","previous_headings":"Using iati::dataResult","what":"show_indicators_time","title":"UNHCR Programme","text":"","code":"show_indicators_time(year = 2020,                ctr_name = \"Brazil\",               result_type_name = \"Outcome\",              type = \"deviation\"              ) show_indicators_time(year =  2020,               ctr_name = \"Brazil\",               result_type_name = \"Impact\",              type = \"deviation\"              ) show_indicators_time(year =  2020,                ctr_name = \"Brazil\",               result_type_name = \"Output\",              type = \"deviation\"              ) show_indicators_time(year =  2020,               ctr_name = \"Brazil\",               result_type_name = \"Outcome\",              type = \"progress\"              ) show_indicators_time(year =  2020,               ctr_name = \"Brazil\",               result_type_name = \"Impact\",              type = \"progress\"              ) show_indicators_time(year =  2020,               ctr_name = \"Brazil\",               result_type_name = \"Output\",              type = \"progress\"              )"},{"path":[]},{"path":"/articles/unhcr-programme.html","id":"show_sectors","dir":"Articles","previous_headings":"Using iati::dataSector","what":"show_sectors","title":"UNHCR Programme","text":"funded sectors per country (Expenditure evolution per impact /outcome area)?","code":"knitr::kable( iati::dataSector |>                  dplyr::select( sector_vocabulary_name, sector_vocabulary_description) |>                 dplyr::distinct() |>                 dplyr::filter(!(is.na(sector_vocabulary_name)))) show_sectors(   year =  c(2020, 2021, 2022),    ctr_name = \"Brazil\",   sector_vocabulary_name = \"Reporting Organisation\") show_sectors(   year = 2022,    ctr_name = \"Brazil\",   sector_vocabulary_name = \"Reporting Organisation 2\") show_sectors(   year = c(2020, 2021, 2022),     ctr_name = \"Brazil\",   sector_vocabulary_name = \"Reporting Organisation 2\") show_sectors(   year = c(2017,2018,2019,2020,2021, 2022),    ctr_name = \"Brazil\",   sector_vocabulary_name = \"Humanitarian Global Clusters (Inter-Agency Standing Committee)\") show_sectors(   year = c(2017,2018,2019,2020,2021, 2022),    ctr_name = \"Brazil\",   sector_vocabulary_name = \"OECD DAC CRS Purpose Codes (5 digit)\")"},{"path":"/articles/unhcr-programme.html","id":"show_goal_sdg","dir":"Articles","previous_headings":"Using iati::dataSector","what":"show_goal_sdg","title":"UNHCR Programme","text":"","code":"show_goal_sdg(year =  c(  2020, 2021, 2022),               ctr_name = \"Brazil\")"},{"path":"/articles/unhcr-programme.html","id":"show_outcome_rbm","dir":"Articles","previous_headings":"Using iati::dataSector","what":"show_outcome_rbm","title":"UNHCR Programme","text":"","code":"show_outcome_rbm( year =  c(  2020, 2021, 2022),               ctr_name = \"Brazil\")"},{"path":[]},{"path":"/articles/unhcr-programme.html","id":"show_expenditure","dir":"Articles","previous_headings":"Using iati::dataBudget","what":"show_expenditure","title":"UNHCR Programme","text":"much expenditures compare initial budget (potentially weighted # )?","code":"show_expenditure(year = 2018,               ctr_name = \"Brazil\") show_expenditure(year = 2018,               ctr_name = \"Brazil\",              weight_by = c(\"refugees\", \"oip\"))"},{"path":"/articles/unhcr-programme.html","id":"show_budget_gap","dir":"Articles","previous_headings":"Using iati::dataBudget","what":"show_budget_gap","title":"UNHCR Programme","text":"","code":"show_budget_gap(year = 2018,               ctr_name = \"Brazil\") show_budget_gap(year = 2018,               ctr_name = \"Brazil\",              weight_by = c(\"refugees\", \"oip\"))"},{"path":[]},{"path":"/articles/unhcr-programme.html","id":"show-donors","dir":"Articles","previous_headings":"Using iati::dataTransaction","what":"Show donors","title":"UNHCR Programme","text":"main donors country terms transaction?","code":"knitr::kable(iati::dataTransaction |>                 dplyr::select( transaction_type_name, transaction_type_description) |>                 dplyr::distinct() ) show_donors(year = 2022,            programme_lab = \"The Americas\",            transaction_type_name = \"Incoming Commitment\" ) show_donors(year = 2018,            ctr_name = \"Brazil\",            transaction_type_name = \"Incoming Commitment\" ) show_donors(year = 2018,            programme_lab = \"Brazil\",            transaction_type_name = \"Disbursement\" ) show_donors(year = 2018,            programme_lab = \"Brazil\",            transaction_type_name = \"Expenditure\" )"},{"path":"/articles/unhcr-programme.html","id":"show_top_donors","dir":"Articles","previous_headings":"Using iati::dataTransaction","what":"show_top_donors","title":"UNHCR Programme","text":"","code":"show_top_donors(year = 2022,            ctr_name = \"Brazil\",             top_n = 5) show_top_donors(year = 2020,            ctr_name = \"Brazil\",             top_n = 10)"},{"path":"/articles/unhcr-programme.html","id":"show_earmarking","dir":"Articles","previous_headings":"Using iati::dataTransaction","what":"show_earmarking","title":"UNHCR Programme","text":"’s breakdown Earmarking Type (Un-earmarked, Tightly earmarked, etc.) Donor Funds Year?","code":"knitr::kable(iati::dataTransaction |>                 dplyr::select(earmarking_name, earmarking_description)  |>                 dplyr::distinct() |>                 dplyr::filter(!(is.na(earmarking_name)))) show_earmarking(year = 2018,                ctr_name = \"Brazil\")"},{"path":"/articles/unhcr-programme.html","id":"show_contributions","dir":"Articles","previous_headings":"Using iati::dataTransaction","what":"show_contributions","title":"UNHCR Programme","text":"","code":"knitr::kable(iati::dataTransaction |>                 dplyr::select(aid_type1_name, aid_type1_description)  |>                 dplyr::distinct() |>                 dplyr::filter(!(is.na(aid_type1_name)))) show_contributions(year = 2018,                     ctr_name = \"Brazil\") show_contributions(year = 2018,                     programme_lab = \"The Americas\")"},{"path":[]},{"path":"/articles/unhcr-programme.html","id":"show-partnership","dir":"Articles","previous_headings":"Using iati::dataParticipating_org","what":"Show partnership","title":"UNHCR Programme","text":"organisations partner together?","code":"show_partnership(year = 2022,            ctr_name = \"Brazil\" )"},{"path":[]},{"path":"/articles/unhcr-programme.html","id":"template_prez","dir":"Articles","previous_headings":"Template","what":"template_prez","title":"UNHCR Programme","text":"","code":"## generate for one country # iati::template_prez(year = 2022,  #                     ctr_name = \"Brazil\", #                     folder = \"dev/Prez\")  # ## Generate for all operation specific region # region <- \"The Americas\" #  # countries <- iati::dataActivity |>  #        dplyr::filter( unhcr_region ==  region) |> #        dplyr::select(ctr_name) |> #        dplyr::distinct() |> #        dplyr::pull() #  # for ( ctr in countries) { #     cat(paste0(ctr, \"\\n\")) #     iati::template_prez(year = 2022,  #                     ctr_name = ctr, #                     folder = \"dev/Prez\")  }"},{"path":"/authors.html","id":null,"dir":"","previous_headings":"","what":"Authors","title":"Authors and Citation","text":"Edouard Legoupil. Author, maintainer. Matheus Soldi Hardt. Author. Hisham Galal. Author.","code":""},{"path":"/authors.html","id":"citation","dir":"","previous_headings":"","what":"Citation","title":"Authors and Citation","text":"Legoupil E, Soldi Hardt M, Galal H (2024). iati: UNHCR IATI Data Crunching. R package version 0.1.1, https://unhcr-americas.github.io/iati/docs/.","code":"@Manual{,   title = {iati: UNHCR IATI Data Crunching},   author = {Edouard Legoupil and Matheus {Soldi Hardt} and Hisham Galal},   year = {2024},   note = {R package version 0.1.1},   url = {https://unhcr-americas.github.io/iati/docs/}, }"},{"path":[]},{"path":"/index.html","id":"objective","dir":"","previous_headings":"","what":"Objective","title":"UNHCR IATI Data Crunching","text":"data package UNHCR contribution International Aid Transparency Initiative (IATI) aims : reshaping IATI extraction complex xml file structure user-friendly tabular format necessary look-code tables offer easy consume documentation data structure provide built-ggplot2 visualization, aka “chart library” around high level key questions UNHCR programme. visualizations can integrated Operation Situation Analysis Protection Monitoring Analysis.","code":""},{"path":"/index.html","id":"install","dir":"","previous_headings":"","what":"Install","title":"UNHCR IATI Data Crunching","text":"","code":"# install.packages(\"pak\") pak::pkg_install(\"unhcr-americas/iati\")"},{"path":"/index.html","id":"context","dir":"","previous_headings":"","what":"Context","title":"UNHCR IATI Data Crunching","text":"Extracting information IATI can assist governments plan manage budgets; parliamentarians citizens better hold governments accountable; community-based organisations influence resources used; journalists, researchers activists investigate use impact resources. Information Global Focus translated IATI open data standard published using UNHCR’s IATI identifier: XM-DAC-41121. overview publication process accessible IATI Dashboard. Every UNHCR operation world-wide reported year 2016. includes financial information (budget, contributions, disbursements expenditure), office locations, results various levels activity. Activities 2019 onwards published soon possible become available. current package updated much possible….","code":""},{"path":"/index.html","id":"what-is-iati","dir":"","previous_headings":"Context","what":"What is IATI?","title":"UNHCR IATI Data Crunching","text":"Launched Accra 2008, International Aid Transparency Initiative (IATI) multi-stakeholder initiative international open data standard aims improve transparency openness development humanitarian activities. 2016 Humanitarian grand Bargain, multiple organisations also committed “Publish timely, transparent, harmonised open high-quality data humanitarian funding within two years World Humanitarian Summit Istanbul” noting parties “consider IATI provide basis purpose common standard.” IATI provides mechanism regular, automated publication open data financial flows also enables organizations publish information project programming activities, including information monitoring, evaluation results. Overall, 1000+ humanitarian development organisations, including government donors, multilateral UN agencies international local NGOs currently use IATI Standard publish information funds , money goes impact outcome activities. use IATI Humanitarian actors among commitment grand bargain presented dedicated portal. International Aid Transparency Initiative (IATI) data trace aid flows donor treasuries final end use. IATI designed people can trace development spending flows development implementation chain, one organization organizations, right final stage chain: spending goods services. Traceability IATI works following money flows organization organization development implementation chain. Provided organizations publish information, possible assess much total funding beginning implementation chain spent goods services, money spent. Data published IATI published activity units, core building blocks data. Activities usually projects, can unit development cooperation defined publisher, program contract. Typically,entire donor country program made number activities. activity given unique identifier contains details incoming outgoing transactions. transaction also unique identifier contains data covering,among things,date, value, description, details provider receivers funds. classified one three categories. Disbursement: Outgoing funds placed disposal recipient government organization, funds transferred two separately reported activities. IATI traceability standards recipient disbursement also required report activities IATI. Expenditure: Outgoing funds spent directly goods services activity. recipients expenditures fall outside IATI traceability standards considered end implementation chain. Therefore, expenditure provided non-country-based organization considered funds `reaching country. Incoming fund: Funds received activity, can external internal source. Organisations can different roles IATI (segregated different “Organisation Types”): * Reporting Organisations, .e. organisations voluntarily reporting aid projects * Implementations organisations, actually implements activity. main concept summarized table IFRC IATI Feasibility Study - see also Appendices  diagram provides also summary main topics covered IATI:","code":""},{"path":"/index.html","id":"key-visualisation-on-unhcr-programme-in-the-library-work-in-progress","dir":"","previous_headings":"Context","what":"Key Visualisation on UNHCR Programme in the library (work-in-progress)","title":"UNHCR IATI Data Crunching","text":"funded sectors per country (Expenditure evolution per impact /outcome area)? main donors country terms number projects /total budget? main implementing partners country terms number projects /total budget? ’s breakdown Earmarking Type (Un-earmarked, Tightly earmarked, etc.) Donor Funds Year? ’s level partnership organisations implementing projects? much expenditures compare initial budget (weighted # PoCs / GPP country)? much indicators evolve time thresholds?","code":""},{"path":"/index.html","id":"out-of-scope-humanitarian-funding-at-large","dir":"","previous_headings":"Context","what":"Out of Scope: Humanitarian Funding at large","title":"UNHCR IATI Data Crunching","text":"package includes UNHCR Data, following questions can adressed: share funds received different UN Agencies (UNICEF, WFP, IOM, UNDP, UNOCHA)? much donors balance resources different humanitarian crisis? much donors allocate budget humanitarian development programmes devoted displacement crisis key donors/region much donors funding goes migratory vs refugee issues? ’s share ODA (Official Development Assistance) among total flow foreign aid per country? ’s share ODA going benefit refugees? (can complement measurement Global Refugee Compact Indicators related ODA) share ODA allocated national actors? ’s share Humanitarian assistance within total ODA?","code":""},{"path":"/index.html","id":"contribute","dir":"","previous_headings":"","what":"Contribute","title":"UNHCR IATI Data Crunching","text":"package includes different tables (data, code & reference) together series visualization functions, aka “chart library”“, (show) based ggplot2 package built help fusen package allow easily maintain consistent documentation single notebook.","code":"fusen::inflate(flat_file = \"dev/dev_unhcr_programme.Rmd\", vignette_name = \"UNHCR Programme\")"},{"path":"/reference/activity.html","id":null,"dir":"Reference","previous_headings":"","what":"activity — activity","title":"activity — activity","text":"Records activities since UNHCR Programme 2016 IATI format","code":""},{"path":"/reference/activity.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"activity — activity","text":"","code":"activity"},{"path":"/reference/activity.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"activity — activity","text":"data frame 825 rows 45 variables: iati_identifier character globally unique identifier activity. reporting_org character organisation issuing report. May primary source (reporting activity donor, implementing agency, etc) secondary source (reporting activities another organisation). reporting_org_ref character Machine-readable identification string organisation issuing report. Must format RegistrationAgency-RegistrationNumber RegistrationAgency valid code Organisation Registration Agency code list RegistrationNumber valid identifier issued RegistrationAgency. reporting_org_type character type organisation issuing report. See IATI codelist values. reporting_org_secondary_reporter logical flag indicating reporting organisation activity acting secondary reporter. secondary reporter one reproduces data activities organisation directly responsible. include publisher officially assigned proxy report behalf another. title_eng character short, human-readable title contains meaningful summary activity. English title_fr character short, human-readable title contains meaningful summary activity. French title_es character short, human-readable title contains meaningful summary activity. Spanish title_zh character short, human-readable title contains meaningful summary activity. Chinese title_ru character short, human-readable title contains meaningful summary activity. Russian title_ar character short, human-readable title contains meaningful summary activity. Arabic description_type_1 character type description provided. required one general description activity reported. description_eng_1 character Description type 1 - English descriptionv_fr_1 character Description type 1 - French description_type_2 character COLUMN_DESCRIPTION description_eng_2 character COLUMN_DESCRIPTION descriptionv_fr_2 character COLUMN_DESCRIPTION activity_status_code double COLUMN_DESCRIPTION activity_date_1 date COLUMN_DESCRIPTION activity_date_type_1 double COLUMN_DESCRIPTION activity_date_2 date COLUMN_DESCRIPTION activity_date_type_2 double COLUMN_DESCRIPTION activity_date_3 date COLUMN_DESCRIPTION activity_date_type_3 double COLUMN_DESCRIPTION activity_date_4 date COLUMN_DESCRIPTION activity_date_type_4 double COLUMN_DESCRIPTION contact_info_type character COLUMN_DESCRIPTION contact_info_org character COLUMN_DESCRIPTION contact_info_email character COLUMN_DESCRIPTION contact_info_website character COLUMN_DESCRIPTION contact_info_mailing_address character COLUMN_DESCRIPTION activity_scope_code double COLUMN_DESCRIPTION recipient_country_code character COLUMN_DESCRIPTION recipient_country_pct logical COLUMN_DESCRIPTION recipient_country logical COLUMN_DESCRIPTION recipient_region_code double COLUMN_DESCRIPTION recipient_region_vocabulary double COLUMN_DESCRIPTION recipient_region_vocabulary_url character COLUMN_DESCRIPTION recipient_region_pct logical COLUMN_DESCRIPTION recipient_region character COLUMN_DESCRIPTION collaboration_type_code double type collaboration involved activity’s disbursements, e.g. “bilateral” “multilateral”. default_flow_type_code double COLUMN_DESCRIPTION default_finance_type_code double COLUMN_DESCRIPTION default_tied_status_code double COLUMN_DESCRIPTION capital_spend double COLUMN_DESCRIPTION","code":""},{"path":"/reference/activity.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"activity — activity","text":"https://iatistandard.org/en/iati-standard/203/activity-standard/iati-activities/iati-activity/","code":""},{"path":"/reference/activity.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"activity — activity","text":"","code":"{ knitr::kable(head(activity, 10)) } #>  #>  #> |iati_identifier           |reporting_org                                         |reporting_org_ref | reporting_org_type|reporting_org_secondary_reporter |title_eng                                                   |title_fr                                                       |title_es |title_zh |title_ru |title_ar | description_type_1|description_eng_1                                                                                                                           |descriptionv_fr_1                                                                                                                                                | description_type_2|description_eng_2                                                                                                                                                                                   |descriptionv_fr_2                                                                                                                                                                                                                                                       | activity_status_code|activity_date_1 | activity_date_type_1|activity_date_2 | activity_date_type_2|activity_date_3 | activity_date_type_3|activity_date_4 | activity_date_type_4|contact_info_type |contact_info_org                                      |contact_info_email |contact_info_website  |contact_info_mailing_address                      | activity_scope_code|recipient_country_code |recipient_country_pct |recipient_country | recipient_region_code| recipient_region_vocabulary|recipient_region_vocabulary_url         |recipient_region_pct |recipient_region             | collaboration_type_code| default_flow_type_code| default_finance_type_code| default_tied_status_code| capital_spend| #> |:-------------------------|:-----------------------------------------------------|:-----------------|------------------:|:--------------------------------|:-----------------------------------------------------------|:--------------------------------------------------------------|:--------|:--------|:--------|:--------|------------------:|:-------------------------------------------------------------------------------------------------------------------------------------------|:----------------------------------------------------------------------------------------------------------------------------------------------------------------|------------------:|:---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|--------------------:|:---------------|--------------------:|:---------------|--------------------:|:---------------|--------------------:|:---------------|--------------------:|:-----------------|:-----------------------------------------------------|:------------------|:---------------------|:-------------------------------------------------|-------------------:|:----------------------|:---------------------|:-----------------|---------------------:|---------------------------:|:---------------------------------------|:--------------------|:----------------------------|-----------------------:|----------------------:|-------------------------:|------------------------:|-------------:| #> |XM-DAC-41121-2016         |United Nations High Commissioner for Refugees (UNHCR) |XM-DAC-41121      |                 40|NA                               |UNHCR - The UN Refugee Agency (2016)                        |UNHCR - L'Agence des Nations Unies pour les réfugiés (2016)    |NA       |NA       |NA       |NA       |                  1|This is the overall activity for 2016 UNHCR operations.                                                                                     |Celle-ci est l'activité globale des opérations du HCR en 2016.                                                                                                   |                  3|UNHCR, the UN Refugee Agency, is a global organisation dedicated to saving lives, protecting rights and building a better future for refugees, forcibly displaced communities and stateless people. |Le HCR, l'Agence des Nations Unies pour les réfugiés, est une organisation internationale qui a pour mission de sauver des vies, de protéger les droits des réfugiés et de construire un avenir meilleur pour les réfugiés, les communautés déplacées et les apatrides. |                    4|2016-12-31      |                    4|2016-01-01      |                    2|2016-01-01      |                    1|2016-12-31      |                    3|1                 |United Nations High Commissioner for Refugees (UNHCR) |IATI@unhcr.org     |http://www.unhcr.org/ |Case Postale 2500, CH-1211 Genève 2 Dépôt, Suisse |                   1|NA                     |NA                    |NA                |                     1|                           2|NA                                      |NA                   |World                        |                       4|                     10|                       110|                        5|             0| #> |XM-DAC-41121-2016-AFR     |United Nations High Commissioner for Refugees (UNHCR) |XM-DAC-41121      |                 40|NA                               |UNHCR operations in Africa (2016)                           |Opérations du HCR en Afrique (2016)                            |NA       |NA       |NA       |NA       |                  1|This activity shows details of the UNHCR operations in Africa for 2016 including broadly earmarked contributions.                           |Cette activité montre les détails des opérations du HCR en Afrique pour 2016, y compris les financements affectés au niveau régional.                            |                  3|UNHCR, the UN Refugee Agency, is a global organisation dedicated to saving lives, protecting rights and building a better future for refugees, forcibly displaced communities and stateless people. |Le HCR, l'Agence des Nations Unies pour les réfugiés, est une organisation internationale qui a pour mission de sauver des vies, de protéger les droits des réfugiés et de construire un avenir meilleur pour les réfugiés, les communautés déplacées et les apatrides. |                    4|2016-01-01      |                    1|2016-01-01      |                    2|2016-12-31      |                    3|2016-12-31      |                    4|1                 |United Nations High Commissioner for Refugees (UNHCR) |IATI@unhcr.org     |http://www.unhcr.org/ |Case Postale 2500, CH-1211 Genève 2 Dépôt, Suisse |                   2|NA                     |NA                    |NA                |                    NA|                          99|http://www.unhcr.org/where-we-work.html |NA                   |Africa                       |                       4|                     10|                       110|                        5|             0| #> |XM-DAC-41121-2016-AME     |United Nations High Commissioner for Refugees (UNHCR) |XM-DAC-41121      |                 40|NA                               |UNHCR operations in the Americas (2016)                     |Opérations du HCR dans les Amériques (2016)                    |NA       |NA       |NA       |NA       |                  1|This activity shows details of the UNHCR operations in the Americas for 2016 including broadly earmarked contributions.                     |Cette activité montre les détails des opérations du HCR dans les Amériques pour 2016, y compris les financements affectés au niveau régional.                    |                  3|UNHCR, the UN Refugee Agency, is a global organisation dedicated to saving lives, protecting rights and building a better future for refugees, forcibly displaced communities and stateless people. |Le HCR, l'Agence des Nations Unies pour les réfugiés, est une organisation internationale qui a pour mission de sauver des vies, de protéger les droits des réfugiés et de construire un avenir meilleur pour les réfugiés, les communautés déplacées et les apatrides. |                    4|2016-01-01      |                    1|2016-01-01      |                    2|2016-12-31      |                    3|2016-12-31      |                    4|1                 |United Nations High Commissioner for Refugees (UNHCR) |IATI@unhcr.org     |http://www.unhcr.org/ |Case Postale 2500, CH-1211 Genève 2 Dépôt, Suisse |                   2|NA                     |NA                    |NA                |                    NA|                          99|http://www.unhcr.org/where-we-work.html |NA                   |The Americas                 |                       4|                     10|                       110|                        5|             0| #> |XM-DAC-41121-2016-ASO     |United Nations High Commissioner for Refugees (UNHCR) |XM-DAC-41121      |                 40|NA                               |UNHCR operations in Asia and the Pacific (2016)             |Opérations du HCR en Asie et dans le Pacifique (2016)          |NA       |NA       |NA       |NA       |                  1|This activity shows details of the UNHCR operations in Asia and the Pacific for 2016 including broadly earmarked contributions.             |Cette activité montre les détails des opérations du HCR en Asie et dans le Pacifique pour 2016, y compris les financements affectés au niveau régional.          |                  3|UNHCR, the UN Refugee Agency, is a global organisation dedicated to saving lives, protecting rights and building a better future for refugees, forcibly displaced communities and stateless people. |Le HCR, l'Agence des Nations Unies pour les réfugiés, est une organisation internationale qui a pour mission de sauver des vies, de protéger les droits des réfugiés et de construire un avenir meilleur pour les réfugiés, les communautés déplacées et les apatrides. |                    4|2016-12-31      |                    4|2016-01-01      |                    1|2016-12-31      |                    3|2016-01-01      |                    2|1                 |United Nations High Commissioner for Refugees (UNHCR) |IATI@unhcr.org     |http://www.unhcr.org/ |Case Postale 2500, CH-1211 Genève 2 Dépôt, Suisse |                   2|NA                     |NA                    |NA                |                    NA|                          99|http://www.unhcr.org/where-we-work.html |NA                   |Asia and the Pacific         |                       4|                     10|                       110|                        5|             0| #> |XM-DAC-41121-2016-EUR     |United Nations High Commissioner for Refugees (UNHCR) |XM-DAC-41121      |                 40|NA                               |UNHCR operations in Europe (2016)                           |Opérations du HCR en Europe (2016)                             |NA       |NA       |NA       |NA       |                  1|This activity shows details of the UNHCR operations in Europe for 2016 including including broadly earmarked contributions.                 |Cette activité montre les détails des opérations du HCR en Europe pour 2016, y compris les financements affectés au niveau régional.                             |                  3|UNHCR, the UN Refugee Agency, is a global organisation dedicated to saving lives, protecting rights and building a better future for refugees, forcibly displaced communities and stateless people. |Le HCR, l'Agence des Nations Unies pour les réfugiés, est une organisation internationale qui a pour mission de sauver des vies, de protéger les droits des réfugiés et de construire un avenir meilleur pour les réfugiés, les communautés déplacées et les apatrides. |                    4|2016-01-01      |                    2|2016-12-31      |                    4|2016-01-01      |                    1|2016-12-31      |                    3|1                 |United Nations High Commissioner for Refugees (UNHCR) |IATI@unhcr.org     |http://www.unhcr.org/ |Case Postale 2500, CH-1211 Genève 2 Dépôt, Suisse |                   2|NA                     |NA                    |NA                |                    NA|                          99|http://www.unhcr.org/where-we-work.html |NA                   |Europe                       |                       4|                     10|                       110|                        5|             0| #> |XM-DAC-41121-2016-MENA    |United Nations High Commissioner for Refugees (UNHCR) |XM-DAC-41121      |                 40|NA                               |UNHCR operations in the Middle East and North Africa (2016) |Opérations du HCR au Moyen-Orient et au Afrique du Nord (2016) |NA       |NA       |NA       |NA       |                  1|This activity shows details of the UNHCR operations in the Middle East and North Africa for 2016 including broadly earmarked contributions. |Cette activité montre les détails des opérations du HCR au Moyen-Orient et au Afrique du Nord pour 2016, y compris les financements affectés au niveau régional. |                  3|UNHCR, the UN Refugee Agency, is a global organisation dedicated to saving lives, protecting rights and building a better future for refugees, forcibly displaced communities and stateless people. |Le HCR, l'Agence des Nations Unies pour les réfugiés, est une organisation internationale qui a pour mission de sauver des vies, de protéger les droits des réfugiés et de construire un avenir meilleur pour les réfugiés, les communautés déplacées et les apatrides. |                    4|2016-01-01      |                    1|2016-12-31      |                    4|2016-01-01      |                    2|2016-12-31      |                    3|1                 |United Nations High Commissioner for Refugees (UNHCR) |IATI@unhcr.org     |http://www.unhcr.org/ |Case Postale 2500, CH-1211 Genève 2 Dépôt, Suisse |                   2|NA                     |NA                    |NA                |                    NA|                          99|http://www.unhcr.org/where-we-work.html |NA                   |Middle East and North Africa |                       4|                     10|                       110|                        5|             0| #> |XM-DAC-41121-2016-AFR-AGO |United Nations High Commissioner for Refugees (UNHCR) |XM-DAC-41121      |                 40|NA                               |UNHCR Operation in Angola (2016)                            |L'opération du HCR en Angola (2016)                            |NA       |NA       |NA       |NA       |                  1|This activity shows details of the UNHCR operation in Angola for 2016 including the budget, funding, expenditure and results.               |Cette activité montre les détails de l'opération du HCR en Angola pour 2016, y compris le budget, les financements, les dépenses et les résultats.               |                  3|UNHCR, the UN Refugee Agency, is a global organisation dedicated to saving lives, protecting rights and building a better future for refugees, forcibly displaced communities and stateless people. |Le HCR, l'Agence des Nations Unies pour les réfugiés, est une organisation internationale qui a pour mission de sauver des vies, de protéger les droits des réfugiés et de construire un avenir meilleur pour les réfugiés, les communautés déplacées et les apatrides. |                    4|2016-12-31      |                    4|2016-01-01      |                    2|2016-01-01      |                    1|2016-12-31      |                    3|1                 |United Nations High Commissioner for Refugees (UNHCR) |IATI@unhcr.org     |http://www.unhcr.org/ |Case Postale 2500, CH-1211 Genève 2 Dépôt, Suisse |                   4|AO                     |NA                    |NA                |                    NA|                          NA|NA                                      |NA                   |NA                           |                       4|                     10|                       110|                        5|             0| #> |XM-DAC-41121-2016-AFR-BDI |United Nations High Commissioner for Refugees (UNHCR) |XM-DAC-41121      |                 40|NA                               |UNHCR Operation in Burundi (2016)                           |L'opération du HCR au Burundi (2016)                           |NA       |NA       |NA       |NA       |                  1|This activity shows details of the UNHCR operation in Burundi for 2016 including the budget, funding, expenditure and results.              |Cette activité montre les détails de l'opération du HCR au Burundi pour 2016, y compris le budget, les financements, les dépenses et les résultats.              |                  3|UNHCR, the UN Refugee Agency, is a global organisation dedicated to saving lives, protecting rights and building a better future for refugees, forcibly displaced communities and stateless people. |Le HCR, l'Agence des Nations Unies pour les réfugiés, est une organisation internationale qui a pour mission de sauver des vies, de protéger les droits des réfugiés et de construire un avenir meilleur pour les réfugiés, les communautés déplacées et les apatrides. |                    4|2016-01-01      |                    1|2016-12-31      |                    4|2016-01-01      |                    2|2016-12-31      |                    3|1                 |United Nations High Commissioner for Refugees (UNHCR) |IATI@unhcr.org     |http://www.unhcr.org/ |Case Postale 2500, CH-1211 Genève 2 Dépôt, Suisse |                   4|BI                     |NA                    |NA                |                    NA|                          NA|NA                                      |NA                   |NA                           |                       4|                     10|                       110|                        5|             0| #> |XM-DAC-41121-2016-AFR-BFA |United Nations High Commissioner for Refugees (UNHCR) |XM-DAC-41121      |                 40|NA                               |UNHCR Operation in Burkina Faso (2016)                      |L'opération du HCR au Burkina Faso (2016)                      |NA       |NA       |NA       |NA       |                  1|This activity shows details of the UNHCR operation in Burkina Faso for 2016 including the budget, funding, expenditure and results.         |Cette activité montre les détails de l'opération du HCR au Burkina Faso pour 2016, y compris le budget, les financements, les dépenses et les résultats.         |                  3|UNHCR, the UN Refugee Agency, is a global organisation dedicated to saving lives, protecting rights and building a better future for refugees, forcibly displaced communities and stateless people. |Le HCR, l'Agence des Nations Unies pour les réfugiés, est une organisation internationale qui a pour mission de sauver des vies, de protéger les droits des réfugiés et de construire un avenir meilleur pour les réfugiés, les communautés déplacées et les apatrides. |                    4|2016-01-01      |                    1|2016-12-31      |                    4|2016-12-31      |                    3|2016-01-01      |                    2|1                 |United Nations High Commissioner for Refugees (UNHCR) |IATI@unhcr.org     |http://www.unhcr.org/ |Case Postale 2500, CH-1211 Genève 2 Dépôt, Suisse |                   4|BF                     |NA                    |NA                |                    NA|                          NA|NA                                      |NA                   |NA                           |                       4|                     10|                       110|                        5|             0| #> |XM-DAC-41121-2016-AFR-BWA |United Nations High Commissioner for Refugees (UNHCR) |XM-DAC-41121      |                 40|NA                               |UNHCR Operation in Botswana (2016)                          |L'opération du HCR au Botswana (2016)                          |NA       |NA       |NA       |NA       |                  1|This activity shows details of the UNHCR operation in Botswana for 2016 including the budget, funding, expenditure and results.             |Cette activité montre les détails de l'opération du HCR au Botswana pour 2016, y compris le budget, les financements, les dépenses et les résultats.             |                  3|UNHCR, the UN Refugee Agency, is a global organisation dedicated to saving lives, protecting rights and building a better future for refugees, forcibly displaced communities and stateless people. |Le HCR, l'Agence des Nations Unies pour les réfugiés, est une organisation internationale qui a pour mission de sauver des vies, de protéger les droits des réfugiés et de construire un avenir meilleur pour les réfugiés, les communautés déplacées et les apatrides. |                    4|2016-01-01      |                    1|2016-01-01      |                    2|2016-12-31      |                    3|2016-12-31      |                    4|1                 |United Nations High Commissioner for Refugees (UNHCR) |IATI@unhcr.org     |http://www.unhcr.org/ |Case Postale 2500, CH-1211 Genève 2 Dépôt, Suisse |                   4|BW                     |NA                    |NA                |                    NA|                          NA|NA                                      |NA                   |NA                           |                       4|                     10|                       110|                        5|             0|"},{"path":"/reference/budget.html","id":null,"dir":"Reference","previous_headings":"","what":"Budget — budget","title":"Budget — budget","text":"DATASET_DESCRIPTION","code":""},{"path":"/reference/budget.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Budget — budget","text":"","code":"budget"},{"path":"/reference/budget.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"Budget — budget","text":"data frame 840 rows 8 variables: iati_identifier character globally unique identifier activity. budget_type character COLUMN_DESCRIPTION budget_status character COLUMN_DESCRIPTION budget_period_start character COLUMN_DESCRIPTION budget_period_end character COLUMN_DESCRIPTION budget_currency character COLUMN_DESCRIPTION budget_value_date character COLUMN_DESCRIPTION budget_value character COLUMN_DESCRIPTION","code":""},{"path":"/reference/budget.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"Budget — budget","text":"https://iatistandard.org/en/iati-standard/203/","code":""},{"path":"/reference/budget.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Budget — budget","text":"","code":"{ knitr::kable(head(budget, 10)) } #>  #>  #> |iati_identifier             |budget_type |budget_status |budget_period_start |budget_period_end |budget_currency |budget_value_date |budget_value | #> |:---------------------------|:-----------|:-------------|:-------------------|:-----------------|:---------------|:-----------------|:------------| #> |XM-DAC-41121-2016-AFR-AGO   |NA          |NA            |2016-01-01          |2016-12-31        |USD             |2017-06-15        |3721489.92   | #> |XM-DAC-41121-2016-AFR-BDI   |NA          |NA            |2016-01-01          |2016-12-31        |USD             |2017-06-15        |34538841.62  | #> |XM-DAC-41121-2016-AFR-BFA   |NA          |NA            |2016-01-01          |2016-12-31        |USD             |2017-06-15        |21679175.82  | #> |XM-DAC-41121-2016-AFR-BWA   |NA          |NA            |2016-01-01          |2016-12-31        |USD             |2017-06-15        |3333214.59   | #> |XM-DAC-41121-2016-AFR-CAF   |NA          |NA            |2016-01-01          |2016-12-31        |USD             |2017-06-15        |57558703.669 | #> |XM-DAC-41121-2016-AFR-CIV   |NA          |NA            |2016-01-01          |2016-12-31        |USD             |2017-06-15        |30785019.55  | #> |XM-DAC-41121-2016-AFR-CMR   |NA          |NA            |2016-01-01          |2016-12-31        |USD             |2017-06-15        |98624602.509 | #> |XM-DAC-41121-2016-AFR-CODRO |NA          |NA            |2016-01-01          |2016-12-31        |USD             |2017-06-15        |209710336.16 | #> |XM-DAC-41121-2016-AFR-COG   |NA          |NA            |2016-01-01          |2016-12-31        |USD             |2017-06-15        |32000000.31  | #> |XM-DAC-41121-2016-AFR-DJI   |NA          |NA            |2016-01-01          |2016-12-31        |USD             |2017-06-15        |31987830.36  |"},{"path":"/reference/codeActivityDateType.html","id":null,"dir":"Reference","previous_headings":"","what":"codeActivityDateType — codeActivityDateType","title":"codeActivityDateType — codeActivityDateType","text":"Types date activities. many different business models dates can used describe  start end activities. recommended publisher  adopts consistent approach provides users meaningful  indication lifespan activity.","code":""},{"path":"/reference/codeActivityDateType.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"codeActivityDateType — codeActivityDateType","text":"","code":"codeActivityDateType"},{"path":"/reference/codeActivityDateType.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"codeActivityDateType — codeActivityDateType","text":"data frame 4 rows 6 variables: code double code name character name description character description category double  category url character url status character status","code":""},{"path":"/reference/codeActivityDateType.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"codeActivityDateType — codeActivityDateType","text":"https://iatistandard.org/en/iati-standard/203/codelists/","code":""},{"path":"/reference/codeActivityDateType.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"codeActivityDateType — codeActivityDateType","text":"","code":"{ knitr::kable(head(codeActivityDateType, 10)) } #>  #>  #> | code|name          |description                                                                                                                                    |category |url |status | #> |----:|:-------------|:----------------------------------------------------------------------------------------------------------------------------------------------|:--------|:---|:------| #> |    1|Planned start |The date on which the activity is planned to start, for example the date of the first planned disbursement or when physical activity starts.   |NA       |NA  |active | #> |    2|Actual start  |The actual date the activity starts, for example the date of the first disbursement or when physical activity starts.                          |NA       |NA  |active | #> |    3|Planned End   |The date on which the activity is planned to end, for example the date of the last planned disbursement or when physical activity is complete. |NA       |NA  |active | #> |    4|Actual end    |The actual date the activity ends, for example the date of the last disbursement or when physical activity is complete.                        |NA       |NA  |active |"},{"path":"/reference/codeActivityScope.html","id":null,"dir":"Reference","previous_headings":"","what":"codeActivityScope — codeActivityScope","title":"codeActivityScope — codeActivityScope","text":"Geographic scope activity","code":""},{"path":"/reference/codeActivityScope.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"codeActivityScope — codeActivityScope","text":"","code":"codeActivityScope"},{"path":"/reference/codeActivityScope.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"codeActivityScope — codeActivityScope","text":"data frame 8 rows 6 variables: code double code name character name description character description category double  category url character url status character status","code":""},{"path":"/reference/codeActivityScope.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"codeActivityScope — codeActivityScope","text":"https://iatistandard.org/en/iati-standard/203/codelists/","code":""},{"path":"/reference/codeActivityScope.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"codeActivityScope — codeActivityScope","text":"","code":"{ knitr::kable(head(codeActivityScope, 10)) } #>  #>  #> | code|name                                                  |description                                                                                                             |category |url |status | #> |----:|:-----------------------------------------------------|:-----------------------------------------------------------------------------------------------------------------------|:--------|:---|:------| #> |    1|Global                                                |The activity scope is global                                                                                            |NA       |NA  |active | #> |    2|Regional                                              |The activity scope is a supranational region                                                                            |NA       |NA  |active | #> |    3|Multi-national                                        |The activity scope covers multiple countries, that don't constitute a region                                            |NA       |NA  |active | #> |    4|National                                              |The activity scope covers one country                                                                                   |NA       |NA  |active | #> |    5|Sub-national: Multi-first-level administrative areas  |The activity scope covers more than one first-level subnational administrative areas (e.g. counties, provinces, states) |NA       |NA  |active | #> |    6|Sub-national: Single first-level administrative area  |The activity scope covers one first-level subnational administrative area (e.g. country, province, state)               |NA       |NA  |active | #> |    7|Sub-national: Single second-level administrative area |The activity scope covers one second-level subnational administrative area (e.g. municipality or district)              |NA       |NA  |active | #> |    8|Single location                                       |The activity scope covers one single location (e.g. town, village, farm)                                                |NA       |NA  |active |"},{"path":"/reference/codeActivityStatus.html","id":null,"dir":"Reference","previous_headings":"","what":"codeActivityStatus — codeActivityStatus","title":"codeActivityStatus — codeActivityStatus","text":"Lifecycle status activity pipeline completion","code":""},{"path":"/reference/codeActivityStatus.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"codeActivityStatus — codeActivityStatus","text":"","code":"codeActivityStatus"},{"path":"/reference/codeActivityStatus.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"codeActivityStatus — codeActivityStatus","text":"data frame 6 rows 6 variables: code double code name character name description character description category double  category url character url status character status","code":""},{"path":"/reference/codeActivityStatus.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"codeActivityStatus — codeActivityStatus","text":"https://iatistandard.org/en/iati-standard/203/codelists/","code":""},{"path":"/reference/codeActivityStatus.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"codeActivityStatus — codeActivityStatus","text":"","code":"{ knitr::kable(head(codeActivityStatus, 10)) } #>  #>  #> | code|name                    |description                                                                                                                            |category |url |status | #> |----:|:-----------------------|:--------------------------------------------------------------------------------------------------------------------------------------|:--------|:---|:------| #> |    1|Pipeline/identification |The activity is being scoped or planned                                                                                                |NA       |NA  |active | #> |    2|Implementation          |The activity is currently being implemented                                                                                            |NA       |NA  |active | #> |    3|Finalisation            |Physical activity is complete or the final disbursement has been made, but the activity remains open pending financial sign off or M&E |NA       |NA  |active | #> |    4|Closed                  |Physical activity is complete or the final disbursement has been made.                                                                 |NA       |NA  |active | #> |    5|Cancelled               |The activity has been cancelled                                                                                                        |NA       |NA  |active | #> |    6|Suspended               |The activity has been temporarily suspended                                                                                            |NA       |NA  |active |"},{"path":"/reference/codeAidType.html","id":null,"dir":"Reference","previous_headings":"","what":"codeAidType — codeAidType","title":"codeAidType — codeAidType","text":"See: http://www.oecd.org/dac/stats/dacandcrscodelists.htm","code":""},{"path":"/reference/codeAidType.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"codeAidType — codeAidType","text":"","code":"codeAidType"},{"path":"/reference/codeAidType.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"codeAidType — codeAidType","text":"data frame 18 rows 6 variables: code double code name character name description character description category double  category url character url status character status","code":""},{"path":"/reference/codeAidType.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"codeAidType — codeAidType","text":"https://iatistandard.org/en/iati-standard/203/codelists/","code":""},{"path":"/reference/codeAidType.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"codeAidType — codeAidType","text":"","code":"{ knitr::kable(head(codeAidType, 10)) } #>  #>  #> |code |name                                                                                    |description                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  |category |url |status | #> |:----|:---------------------------------------------------------------------------------------|:--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:--------|:---|:------| #> |A01  |General budget support                                                                  |Unearmarked contributions to the government budget including funding to support the implementation of macroeconomic reforms (structural adjustment programmes, poverty reduction strategies). Budget support is a method of financing a recipient country’s budget through a transfer of resources from an external financing agency to the recipient government’s national treasury. The funds thus transferred are managed in accordance with the recipient’s budgetary procedures. Funds transferred to the national treasury for financing programmes or projects managed according to different budgetary procedures from those of the recipient country, with the intention of earmarking the resources for specific uses, are therefore excluded.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     |A        |NA  |active | #> |A02  |Sector budget support                                                                   |Sector budget support, like general budget support, is a financial contribution to a recipient government’s budget. However, in sector budget support, the dialogue between donors and partner governments focuses on sector-specific concerns, rather than on overall policy and budget priorities.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         |A        |NA  |active | #> |B01  |Core support to NGOs, other private bodies, PPPs and research institutes                |Funds are paid over to NGOs (local, national and international) for use at the latter’s discretion, and contribute to programmes and activities which NGOs have developed themselves, and which they implement on their own authority and responsibility. Core contributions to PPPs, funds paid over to foundations (e.g. philanthropic foundations), and contributions to research institutes (public and private) are also recorded here. Annex 2 of the DAC Directives provides a list of INGOs, PPPs and networks core contributions to which may be reported under B01. This list is not exclusive.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    |B        |NA  |active | #> |B02  |Core contributions to multilateral institutions                                         |These funds are classified as multilateral ODA (all other categories fall under bilateral ODA). The recipient multilateral institution pools contributions so that they lose their identity and become an integral part of its financial assets. See Annex 2 of the DAC Directives for a comprehensive list of agencies core contributions to which may be reported under B02 (Section I. Multilateral institutions).                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        |B        |NA  |active | #> |B03  |Contributions to specific-purpose programmes and funds managed by implementing partners |In addition to their core-funded operations, international organisations, NGOs, PPPs and networks, both in provider and in third countries, set up programmes and funds with a specific sectoral, thematic or geographical focus. Donors’ bilateral contributions to such programmes and funds are recorded here.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            |B        |NA  |active | #> |B04  |Basket funds/pooled funding                                                             |The donor contributes funds to an autonomous account, managed jointly with other donors and/or the recipient. The account will have specific purposes, modes of disbursement and accountability mechanisms, and a limited time frame. Basket funds are characterised by common project documents, common funding contracts and common reporting/audit procedures with all donors. Donors’ contributions to funds managed autonomously by international organisations are recorded under B03.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |B        |NA  |active | #> |C01  |Project-type interventions                                                              |A project is a set of inputs, activities and outputs, agreed with the partner country*, to reach specific objectives/outcomes within a defined time frame, with a defined budget and a defined geographical area. Projects can vary significantly in terms of objectives, complexity, amounts involved and duration. There are smaller projects that might involve modest financial resources and last only a few months, whereas large projects might involve more significant amounts, entail successive phases and last for many years. A large project with a number of different components is sometimes referred to as a programme, but should nevertheless be recorded here. Feasibility studies, appraisals and evaluations are included (whether designed as part of projects/programmes or dedicated funding arrangements). Academic studies, research and development, trainings, scholarships, and other technical assistance activities not directly linked to development projects/programmes should instead be recorded under D02. Aid channelled through NGOs or multilaterals is also recorded here. This includes payments for NGOs and multilaterals to implement donors’ projects and programmes, and funding of specified NGOs projects. By contrast, core funding of NGOs and multilaterals as well as contributions to specific-purpose funds are recorded under B.* In the cases of equity investments, humanitarian aid or aid channelled through NGOs, projects are recorded here even if there was no direct agreement between the donor and the partner country. |C        |NA  |active | #> |D01  |Donor country personnel                                                                 |Experts, consultants, teachers, academics, researchers, volunteers and contributions to public and private bodies for sending experts to developing countries.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               |D        |NA  |active | #> |D02  |Other technical assistance                                                              |Provision, outside projects as described in category C01, of technical assistance in recipient countries (excluding technical assistance performed by donor experts reported under D01, and scholarships/training in donor country reported under E01). This includes training and research; language training; south-south studies; research studies; collaborative research between donor and recipient universities and organisations); local scholarships; development-oriented social and cultural programmes. This category also covers ad hoc contributions such as conferences, seminars and workshops, exchange visits, publications, etc.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          |D        |NA  |active | #> |E01  |Scholarships/training in donor country                                                  |Financial aid awards for individual students and contributions to trainees.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  |E        |NA  |active |"},{"path":"/reference/codeAidTypeCategory.html","id":null,"dir":"Reference","previous_headings":"","what":"codeAidTypeCategory — codeAidTypeCategory","title":"codeAidTypeCategory — codeAidTypeCategory","text":"codelists exists group Aid Type codelist categories. used codelist right. External URL: http://www.oecd.org/dac/stats/dacandcrscodelists.htm","code":""},{"path":"/reference/codeAidTypeCategory.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"codeAidTypeCategory — codeAidTypeCategory","text":"","code":"codeAidTypeCategory"},{"path":"/reference/codeAidTypeCategory.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"codeAidTypeCategory — codeAidTypeCategory","text":"data frame 8 rows 6 variables: code double code name character name description character description category double  category url character url status character status","code":""},{"path":"/reference/codeAidTypeCategory.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"codeAidTypeCategory — codeAidTypeCategory","text":"https://iatistandard.org/en/iati-standard/203/codelists/","code":""},{"path":"/reference/codeAidTypeCategory.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"codeAidTypeCategory — codeAidTypeCategory","text":"","code":"{ knitr::kable(head(codeAidTypeCategory, 10)) } #>  #>  #> |code |name                                               |description                                                                                                                                                                                                                                                                                                                                                        |category |url |status | #> |:----|:--------------------------------------------------|:------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:--------|:---|:------| #> |A    |Budget support                                     |For contributions under this category, the donor relinquishes the exclusive control of its funds by sharing the responsibility with the recipient.                                                                                                                                                                                                                 |NA       |NA  |active | #> |B    |Core contributions and pooled programmes and funds |For contributions under this category, the donor relinquishes the exclusive control of its funds by sharing the responsibility with other stakeholders (other donors, NGOs, multilateral institutions, Public Private Partnerships). The category covers both core contributions (B01 and B02), and pooled contributions with a specific earmarking (B03 and B04). |NA       |NA  |active | #> |C    |Project-type interventions                         |N.B. Within this category, members able to do so are requested to report the aggregate amount used for financing donor experts/consultants on Table DAC11. Where the activity consists solely of experts’ costs, report under category D.                                                                                                                          |NA       |NA  |active | #> |D    |Experts and other technical assistance             |This category covers the provision, outside projects as described in category C, of know-how in the form of personnel, training and research.                                                                                                                                                                                                                      |NA       |NA  |active | #> |E    |Scholarships and student costs in donor countries  |NA                                                                                                                                                                                                                                                                                                                                                                 |NA       |NA  |active | #> |F    |Debt relief                                        |NA                                                                                                                                                                                                                                                                                                                                                                 |NA       |NA  |active | #> |G    |Administrative costs not included elsewhere        |NA                                                                                                                                                                                                                                                                                                                                                                 |NA       |NA  |active | #> |H    |Other in-donor expenditures                        |Groups a number of contributions that do not give rise to a cross-border flow.                                                                                                                                                                                                                                                                                     |NA       |NA  |active |"},{"path":"/reference/codeAidTypeVocabulary.html","id":null,"dir":"Reference","previous_headings":"","what":"codeAidTypeVocabulary — codeAidTypeVocabulary","title":"codeAidTypeVocabulary — codeAidTypeVocabulary","text":"AidTypeVocabulary codelist defines range external codelists provide codes descriptions aid type. Non-Core codelist.","code":""},{"path":"/reference/codeAidTypeVocabulary.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"codeAidTypeVocabulary — codeAidTypeVocabulary","text":"","code":"codeAidTypeVocabulary"},{"path":"/reference/codeAidTypeVocabulary.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"codeAidTypeVocabulary — codeAidTypeVocabulary","text":"data frame 4 rows 6 variables: code double code name character name description character description category double  category url character url status character status","code":""},{"path":"/reference/codeAidTypeVocabulary.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"codeAidTypeVocabulary — codeAidTypeVocabulary","text":"https://iatistandard.org/en/iati-standard/203/codelists/","code":""},{"path":"/reference/codeAidTypeVocabulary.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"codeAidTypeVocabulary — codeAidTypeVocabulary","text":"","code":"{ knitr::kable(head(codeAidTypeVocabulary, 10)) } #>  #>  #> | code|name                        |description                                                                                                                                         |category |url                                                                                              |status | #> |----:|:---------------------------|:---------------------------------------------------------------------------------------------------------------------------------------------------|:--------|:------------------------------------------------------------------------------------------------|:------| #> |    1|OECD DAC                    |List of codes provided by the OECD DAC used to distinguish types of aid                                                                             |NA       |http://reference.iatistandard.org/codelists/AidType/                                             |active | #> |    2|Earmarking Category         |This vocabulary has been created by IATI and is derived from the Grand Bargain Earmarking Modality codelist                                         |NA       |http://reference.iatistandard.org/codelists/EarmarkingCategory/                                  |active | #> |    3|Earmarking Modality         |Codes A to L replicated directly from Grand Bargain document found in Annex 1 (pg.16)                                                               |NA       |https://reliefweb.int/sites/reliefweb.int/files/resources/Grand_Bargain_final_22_May_FINAL-2.pdf |active | #> |    4|Cash and Voucher Modalities |This vocabulary has been created by IATI, following agreements and recommendations of the Tracking Cash and Voucher Assistance (CVA) Working Group. |NA       |http://reference.iatistandard.org/codelists/CashandVoucherModalities/                            |active |"},{"path":"/reference/codeBudgetIdentifier.html","id":null,"dir":"Reference","previous_headings":"","what":"codeBudgetIdentifier — codeBudgetIdentifier","title":"codeBudgetIdentifier — codeBudgetIdentifier","text":"IATI Functional Administrative Common Code : One several possible Budget Identifier Vocabularies. version 2.03 codelist deprecated.   Non-Core codelist.","code":""},{"path":"/reference/codeBudgetIdentifier.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"codeBudgetIdentifier — codeBudgetIdentifier","text":"","code":"codeBudgetIdentifier"},{"path":"/reference/codeBudgetIdentifier.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"codeBudgetIdentifier — codeBudgetIdentifier","text":"data frame 152 rows 6 variables: code double code name character name description character description category double  category url character url status character status","code":""},{"path":"/reference/codeBudgetIdentifier.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"codeBudgetIdentifier — codeBudgetIdentifier","text":"https://iatistandard.org/en/iati-standard/203/codelists/","code":""},{"path":"/reference/codeBudgetIdentifier.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"codeBudgetIdentifier — codeBudgetIdentifier","text":"","code":"{ knitr::kable(head(codeBudgetIdentifier, 10)) } #>  #>  #> |code  |name                                      |description | category|url |status | #> |:-----|:-----------------------------------------|:-----------|--------:|:---|:------| #> |1.1.1 |Executive - executive                     |NA          |      1.1|NA  |active | #> |1.2.1 |Legislative - legislative                 |NA          |      1.2|NA  |active | #> |1.3.1 |Accountability - macroeconomic policy     |NA          |      1.3|NA  |active | #> |1.3.2 |Accountability - budgeting                |NA          |      1.3|NA  |active | #> |1.3.3 |Accountability - planning                 |NA          |      1.3|NA  |active | #> |1.3.4 |Accountability - Treasury/Accounts        |NA          |      1.3|NA  |active | #> |1.3.5 |Accountability - debt and aid management  |NA          |      1.3|NA  |active | #> |1.3.6 |Accountability - tax policy               |NA          |      1.3|NA  |active | #> |1.3.7 |Accountability - tax collection           |NA          |      1.3|NA  |active | #> |1.3.8 |Accountability - local government finance |NA          |      1.3|NA  |active |"},{"path":"/reference/codeBudgetIdentifierSector.html","id":null,"dir":"Reference","previous_headings":"","what":"codeBudgetIdentifierSector — codeBudgetIdentifierSector","title":"codeBudgetIdentifierSector — codeBudgetIdentifierSector","text":"codelists exists group Budget Identifier codelist sectors. used codelist right.   Non-Core codelist.","code":""},{"path":"/reference/codeBudgetIdentifierSector.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"codeBudgetIdentifierSector — codeBudgetIdentifierSector","text":"","code":"codeBudgetIdentifierSector"},{"path":"/reference/codeBudgetIdentifierSector.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"codeBudgetIdentifierSector — codeBudgetIdentifierSector","text":"data frame 31 rows 6 variables: code double code name character name description character description category double  category url character url status character status","code":""},{"path":"/reference/codeBudgetIdentifierSector.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"codeBudgetIdentifierSector — codeBudgetIdentifierSector","text":"https://iatistandard.org/en/iati-standard/203/codelists/","code":""},{"path":"/reference/codeBudgetIdentifierSector.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"codeBudgetIdentifierSector — codeBudgetIdentifierSector","text":"","code":"{ knitr::kable(head(codeBudgetIdentifierSector, 10)) } #>  #>  #> | code|name                       |description | category|url |status | #> |----:|:--------------------------|:-----------|--------:|:---|:------| #> |  1.1|Executive                  |NA          |        1|NA  |active | #> |  1.2|Legislative                |NA          |        1|NA  |active | #> |  1.3|Accountability             |NA          |        1|NA  |active | #> |  1.4|External Affairs           |NA          |        1|NA  |active | #> |  1.5|General Personnel Services |NA          |        1|NA  |active | #> |  1.6|Statistics                 |NA          |        1|NA  |active | #> |  1.7|Other General Services     |NA          |        1|NA  |active | #> |  1.8|Elections                  |NA          |        1|NA  |active | #> |  2.1|Justice, Law and Order     |NA          |        2|NA  |active | #> |  2.2|Defence                    |NA          |        2|NA  |active |"},{"path":"/reference/codeBudgetStatus.html","id":null,"dir":"Reference","previous_headings":"","what":"codeBudgetStatus — codeBudgetStatus","title":"codeBudgetStatus — codeBudgetStatus","text":"Code denote described budget binding. Core codelist.","code":""},{"path":"/reference/codeBudgetStatus.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"codeBudgetStatus — codeBudgetStatus","text":"","code":"codeBudgetStatus"},{"path":"/reference/codeBudgetStatus.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"codeBudgetStatus — codeBudgetStatus","text":"data frame 2 rows 6 variables: code double COLUMN_DESCRIPTION name character COLUMN_DESCRIPTION description character COLUMN_DESCRIPTION category logical COLUMN_DESCRIPTION url logical COLUMN_DESCRIPTION status character COLUMN_DESCRIPTION","code":""},{"path":"/reference/codeBudgetStatus.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"codeBudgetStatus — codeBudgetStatus","text":"https://iatistandard.org/en/iati-standard/203/codelists/budgetstatus/","code":""},{"path":"/reference/codeBudgetType.html","id":null,"dir":"Reference","previous_headings":"","what":"codeBudgetType — codeBudgetType","title":"codeBudgetType — codeBudgetType","text":"Core codelist.","code":""},{"path":"/reference/codeBudgetType.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"codeBudgetType — codeBudgetType","text":"","code":"codeBudgetType"},{"path":"/reference/codeBudgetType.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"codeBudgetType — codeBudgetType","text":"data frame 2 rows 6 variables: code double COLUMN_DESCRIPTION name character COLUMN_DESCRIPTION description character COLUMN_DESCRIPTION category logical COLUMN_DESCRIPTION url logical COLUMN_DESCRIPTION status character COLUMN_DESCRIPTION","code":""},{"path":"/reference/codeBudgetType.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"codeBudgetType — codeBudgetType","text":"https://iatistandard.org/en/iati-standard/203/codelists/budgettype/","code":""},{"path":"/reference/codeCashandVoucherModalities.html","id":null,"dir":"Reference","previous_headings":"","what":"codeCashandVoucherModalities — codeCashandVoucherModalities","title":"codeCashandVoucherModalities — codeCashandVoucherModalities","text":"codelist created IATI following agreements recommendations Tracking Cash Voucher Assistance (CVA) Working Group. Definitions codes aligned CaLP Glossary:http://www.cashlearning.org/resources/glossary.   Non-Core codelist.","code":""},{"path":"/reference/codeCashandVoucherModalities.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"codeCashandVoucherModalities — codeCashandVoucherModalities","text":"","code":"codeCashandVoucherModalities"},{"path":"/reference/codeCashandVoucherModalities.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"codeCashandVoucherModalities — codeCashandVoucherModalities","text":"data frame 2 rows 6 variables: code double code name character name description character description category double  category url character url status character status","code":""},{"path":"/reference/codeCashandVoucherModalities.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"codeCashandVoucherModalities — codeCashandVoucherModalities","text":"https://iatistandard.org/en/iati-standard/203/codelists/","code":""},{"path":"/reference/codeCashandVoucherModalities.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"codeCashandVoucherModalities — codeCashandVoucherModalities","text":"","code":"{ knitr::kable(head(codeCashandVoucherModalities, 10)) } #>  #>  #> | code|name          |description                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                |category |url |status | #> |----:|:-------------|:----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:--------|:---|:------| #> |    1|Cash Transfer |The provision of assistance in the form of money - either physical currency or e-cash - to recipients (individuals, households or communities). Cash transfers are by definition unrestricted in terms of use and distinct from restricted modalities including vouchers and in-kind assistance.                                                                                                                                                                                                                                                                                                           |NA       |NA  |active | #> |    2|Voucher       |A paper, token or e-voucher that can be exchanged for a set quantity or value of goods or services, denominated either as a cash value (e.g. $15) or predetermined commodities (e.g. 5 kg maize) or specific services (e.g. milling of 5 kg of maize), or a combination of value and commodities. Vouchers are restricted by default, although the degree of restriction will vary based on the programme design and type of voucher. They are redeemable with preselected vendors or in ‘fairs’ created by the implementing agency. The terms vouchers, stamps, or coupons might be used interchangeably. |NA       |NA  |active |"},{"path":"/reference/codeCollaborationType.html","id":null,"dir":"Reference","previous_headings":"","what":"codeCollaborationType — codeCollaborationType","title":"codeCollaborationType — codeCollaborationType","text":"OECD DAC classification used determine character     resource flows (bilateral multilateral).   External URL: http://www.oecd.org/dac/stats/dacandcrscodelists.htm","code":""},{"path":"/reference/codeCollaborationType.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"codeCollaborationType — codeCollaborationType","text":"","code":"codeCollaborationType"},{"path":"/reference/codeCollaborationType.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"codeCollaborationType — codeCollaborationType","text":"data frame 7 rows 6 variables: code double code name character name description character description category double  category url character url status character status","code":""},{"path":"/reference/codeCollaborationType.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"codeCollaborationType — codeCollaborationType","text":"https://iatistandard.org/en/iati-standard/203/codelists/collaborationtype/","code":""},{"path":"/reference/codeCollaborationType.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"codeCollaborationType — codeCollaborationType","text":"","code":"{ knitr::kable(head(codeCollaborationType, 10)) } #>  #>  #> | code|name                                                                               |description                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          |category |url |status | #> |----:|:----------------------------------------------------------------------------------|:----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:--------|:---|:------| #> |    1|Bilateral                                                                          |NA                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   |NA       |NA  |active | #> |    2|Multilateral (inflows)                                                             |NA                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   |NA       |NA  |active | #> |    3|Bilateral, core contributions to NGOs and other private bodies / PPPs              |NA                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   |NA       |NA  |active | #> |    4|Multilateral outflows                                                              |NA                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   |NA       |NA  |active | #> |    6|Private Sector Outflows                                                            |NA                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   |NA       |NA  |active | #> |    7|Bilateral, ex-post reporting on NGOs’ activities funded through core contributions |NA                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   |NA       |NA  |active | #> |    8|Bilateral, triangular co-operation.                                                |Activities where one or more bilateral providers of development co-operation or international organisations support South-South co-operation, joining forces with developing countries to facilitate a sharing of knowledge and experience among all partners involved. (Activities that only involve bilateral providers or multilateral agencies without a South-South co-operation element (e.g. joint programming, pooled funding or delegated co-operation) should not be assigned bi_multi 8.) |NA       |NA  |active |"},{"path":"/reference/codeCountry.html","id":null,"dir":"Reference","previous_headings":"","what":"codeCountry — codeCountry","title":"codeCountry — codeCountry","text":"Country codelist generated ISO 3166-1 part  ISO 3166 standard. standard makes allowance, alongside   officially assigned codes, code elements expanded using   either reserved codes user-assigned codes.   IATI currently defines additional codes XA -XZ range.     External URL: http://www.iso.org/iso/home/standards/country_codes.htm","code":""},{"path":"/reference/codeCountry.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"codeCountry — codeCountry","text":"","code":"codeCountry"},{"path":"/reference/codeCountry.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"codeCountry — codeCountry","text":"data frame 251 rows 6 variables: code double code name character name description character description category double  category url character url status character status","code":""},{"path":"/reference/codeCountry.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"codeCountry — codeCountry","text":"https://iatistandard.org/en/iati-standard/203/codelists/","code":""},{"path":"/reference/codeCountry.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"codeCountry — codeCountry","text":"","code":"{ knitr::kable(head(codeCountry, 10)) } #>  #>  #> |code |name                |description |category |url |status | #> |:----|:-------------------|:-----------|:--------|:---|:------| #> |AF   |Afghanistan         |NA          |NA       |NA  |active | #> |AX   |Åland Islands       |NA          |NA       |NA  |active | #> |AL   |Albania             |NA          |NA       |NA  |active | #> |DZ   |Algeria             |NA          |NA       |NA  |active | #> |AS   |American Samoa      |NA          |NA       |NA  |active | #> |AD   |Andorra             |NA          |NA       |NA  |active | #> |AO   |Angola              |NA          |NA       |NA  |active | #> |AI   |Anguilla            |NA          |NA       |NA  |active | #> |AQ   |Antarctica          |NA          |NA       |NA  |active | #> |AG   |Antigua and Barbuda |NA          |NA       |NA  |active |"},{"path":"/reference/codeCurrency.html","id":null,"dir":"Reference","previous_headings":"","what":"codeCurrency — codeCurrency","title":"codeCurrency — codeCurrency","text":"ISO 4217 Currency used transactions budgets   External URL: http://www.iso.org/iso/home/standards/currency_codes.htm","code":""},{"path":"/reference/codeCurrency.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"codeCurrency — codeCurrency","text":"","code":"codeCurrency"},{"path":"/reference/codeCurrency.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"codeCurrency — codeCurrency","text":"data frame 174 rows 6 variables: code double code name character name description character description category double  category url character url status character status","code":""},{"path":"/reference/codeCurrency.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"codeCurrency — codeCurrency","text":"https://iatistandard.org/en/iati-standard/203/codelists/","code":""},{"path":"/reference/codeCurrency.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"codeCurrency — codeCurrency","text":"","code":"{ knitr::kable(head(codeCurrency, 10)) } #>  #>  #> |code |name                          |description |category |url |status | #> |:----|:-----------------------------|:-----------|:--------|:---|:------| #> |AED  |UAE Dirham                    |NA          |NA       |NA  |active | #> |AFN  |Afghani                       |NA          |NA       |NA  |active | #> |ALL  |Lek                           |NA          |NA       |NA  |active | #> |AMD  |Armenian Dram                 |NA          |NA       |NA  |active | #> |ANG  |Netherlands Antillian Guilder |NA          |NA       |NA  |active | #> |AOA  |Kwanza                        |NA          |NA       |NA  |active | #> |ARS  |Argentine Peso                |NA          |NA       |NA  |active | #> |AUD  |Australian Dollar             |NA          |NA       |NA  |active | #> |AWG  |Aruban Guilder                |NA          |NA       |NA  |active | #> |AZN  |Azerbaijanian Manat           |NA          |NA       |NA  |active |"},{"path":"/reference/codeDescriptionType.html","id":null,"dir":"Reference","previous_headings":"","what":"codeDescriptionType — codeDescriptionType","title":"codeDescriptionType — codeDescriptionType","text":"Activity decription types. (General, objectives, etc)","code":""},{"path":"/reference/codeDescriptionType.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"codeDescriptionType — codeDescriptionType","text":"","code":"codeDescriptionType"},{"path":"/reference/codeDescriptionType.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"codeDescriptionType — codeDescriptionType","text":"data frame 4 rows 6 variables: code double code name character name description character description category double  category url character url status character status","code":""},{"path":"/reference/codeDescriptionType.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"codeDescriptionType — codeDescriptionType","text":"https://iatistandard.org/en/iati-standard/203/codelists/","code":""},{"path":"/reference/codeDescriptionType.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"codeDescriptionType — codeDescriptionType","text":"","code":"{ knitr::kable(head(codeDescriptionType, 10)) } #>  #>  #> | code|name          |description                                                                                   |category |url |status | #> |----:|:-------------|:---------------------------------------------------------------------------------------------|:--------|:---|:------| #> |    1|General       |Unstructured, long description of the activity                                                |NA       |NA  |active | #> |    2|Objectives    |Specific objectives for the activity, e.g. taken from logical framework                       |NA       |NA  |active | #> |    3|Target Groups |Details of groups that are intended to benefit from the activity                              |NA       |NA  |active | #> |    4|Other         |For miscellaneous use. A further classification or breakdown may be included in the narrative |NA       |NA  |active |"},{"path":"/reference/codeEarmarkingCategory.html","id":null,"dir":"Reference","previous_headings":"","what":"codeEarmarkingCategory — codeEarmarkingCategory","title":"codeEarmarkingCategory — codeEarmarkingCategory","text":"codelist created IATI derived Grand Bargain Earmarking Modality codelist. See: https://reliefweb.int/sites/reliefweb.int/files/resources/Grand_Bargain_final_22_May_FINAL-2.pdf","code":""},{"path":"/reference/codeEarmarkingCategory.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"codeEarmarkingCategory — codeEarmarkingCategory","text":"","code":"codeEarmarkingCategory"},{"path":"/reference/codeEarmarkingCategory.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"codeEarmarkingCategory — codeEarmarkingCategory","text":"data frame 4 rows 6 variables: code double code name character name description character description category double  category url character url status character status","code":""},{"path":"/reference/codeEarmarkingCategory.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"codeEarmarkingCategory — codeEarmarkingCategory","text":"https://iatistandard.org/en/iati-standard/203/codelists/earmarkingcategory/","code":""},{"path":"/reference/codeEarmarkingCategory.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"codeEarmarkingCategory — codeEarmarkingCategory","text":"","code":"{ knitr::kable(head(codeEarmarkingCategory, 10)) } #>  #>  #> | code|name              |description                                           |category |url |status | #> |----:|:-----------------|:-----------------------------------------------------|:--------|:---|:------| #> |    1|Unearmarked       |Any or all of the Earmarking Modality codes A,B or C. |NA       |NA  |active | #> |    2|Softly Earmarked  |Any or all of the Earmarking Modality codes D,E or F. |NA       |NA  |active | #> |    3|Earmarked         |Any or all of the Earmarking Modality codes G or H.   |NA       |NA  |active | #> |    4|Tightly Earmarked |Any or all of the Earmarking Modality codes I,J or K. |NA       |NA  |active |"},{"path":"/reference/codeFlowType.html","id":null,"dir":"Reference","previous_headings":"","what":"codeFlowType — codeFlowType","title":"codeFlowType — codeFlowType","text":"DAC/CRS distinction ODA (official development assistance)  types resource flow.    External URL: http://www.oecd.org/dac/stats/dacandcrscodelists.htm","code":""},{"path":"/reference/codeFlowType.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"codeFlowType — codeFlowType","text":"","code":"codeFlowType"},{"path":"/reference/codeFlowType.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"codeFlowType — codeFlowType","text":"data frame 10 rows 6 variables: code double code name character name description character description category double  category url character url status character status","code":""},{"path":"/reference/codeFlowType.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"codeFlowType — codeFlowType","text":"https://iatistandard.org/en/iati-standard/203/codelists/","code":""},{"path":"/reference/codeFlowType.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"codeFlowType — codeFlowType","text":"","code":"{ knitr::kable(head(codeFlowType, 10)) } #>  #>  #> | code|name                                |description                                                                                                                                      |category |url |status    | #> |----:|:-----------------------------------|:------------------------------------------------------------------------------------------------------------------------------------------------|:--------|:---|:---------| #> |   10|ODA                                 |Official Development Assistance                                                                                                                  |NA       |NA  |active    | #> |   20|OOF                                 |Other Official Flows                                                                                                                             |NA       |NA  |withdrawn | #> |   21|Non-export credit OOF               |Other Official Flows, excl. export credits                                                                                                       |NA       |NA  |active    | #> |   22|Officially supported export credits |Officially supported export credits. Covers both official direct export credits and private export credits under official guarantee or insurance |NA       |NA  |active    | #> |   30|Private Development Finance         |Financing by civil society organisations (NGOs, philantropic foundations, etc.)                                                                  |NA       |NA  |active    | #> |   35|Private Market                      |Private long-term (i.e. over one-year maturity) capital transactions made by residents of DAC countries                                          |NA       |NA  |withdrawn | #> |   36|Private Foreign Direct Investment   |Private Foreign Direct Investment                                                                                                                |NA       |NA  |active    | #> |   37|Other Private flows at market terms |Private long-term (i.e. over one-year maturity) capital transactions made by residents of DAC countries                                          |NA       |NA  |active    | #> |   40|Non flow                            |e.g. GNI, ODA%GNI, Population etc                                                                                                                |NA       |NA  |active    | #> |   50|Other flows                         |e.g. non-ODA component of peacebuilding operations                                                                                               |NA       |NA  |active    |"},{"path":"/reference/codeGeographicLocationClass.html","id":null,"dir":"Reference","previous_headings":"","what":"codeGeographicLocationClass — codeGeographicLocationClass","title":"codeGeographicLocationClass — codeGeographicLocationClass","text":"Non-Core codelist.","code":""},{"path":"/reference/codeGeographicLocationClass.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"codeGeographicLocationClass — codeGeographicLocationClass","text":"","code":"codeGeographicLocationClass"},{"path":"/reference/codeGeographicLocationClass.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"codeGeographicLocationClass — codeGeographicLocationClass","text":"data frame 4 rows 6 variables: code double code name character name description character description category double  category url character url status character status","code":""},{"path":"/reference/codeGeographicLocationClass.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"codeGeographicLocationClass — codeGeographicLocationClass","text":"https://iatistandard.org/en/iati-standard/203/codelists/","code":""},{"path":"/reference/codeGeographicLocationClass.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"codeGeographicLocationClass — codeGeographicLocationClass","text":"","code":"{ knitr::kable(head(codeGeographicLocationClass, 10)) } #>  #>  #> | code|name                        |description                                                                                                           |category |url |status | #> |----:|:---------------------------|:---------------------------------------------------------------------------------------------------------------------|:--------|:---|:------| #> |    1|Administrative Region       |The designated geographic location is an administrative region (state, county, province, district, municipality etc.) |NA       |NA  |active | #> |    2|Populated Place             |The designated geographic location is a populated place (town, village, farm etc.)                                    |NA       |NA  |active | #> |    3|Structure                   |The designated geopgraphic location is a structure (such as a school or a clinic)                                     |NA       |NA  |active | #> |    4|Other Topographical Feature |The designated geographic location is a topographical feature, such as a mountain, a river, a forest                  |NA       |NA  |active |"},{"path":"/reference/codeHumCluster.html","id":null,"dir":"Reference","previous_headings":"","what":"codeHumCluster — codeHumCluster","title":"codeHumCluster — codeHumCluster","text":"Global Coordination Groups - Cluster & Area Interest Official Names Codes (Beta) Contains IASC designated Global Clusters Areas Responsibility. Global Clusters Areas Responsibility (AoR) defined enable  predictable leadership situations humanitarian emergency.  content includes Preferred Term used Cluster AoR,   Acronym (3-letter cluster code), Group term belongs   (defining whether Global Cluster AoR) website URL.    Google Spreadsheet CSV versions contain HXL hashtags.      information, please visit http://vocabulary.unocha.org/","code":""},{"path":"/reference/codeHumCluster.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"codeHumCluster — codeHumCluster","text":"","code":"codeHumCluster"},{"path":"/reference/codeHumCluster.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"codeHumCluster — codeHumCluster","text":"data frame 16 rows 9 variables: HRinfo ID character COLUMN_DESCRIPTION Preferred Term character COLUMN_DESCRIPTION Preferred Term (fr) character COLUMN_DESCRIPTION ACRONYM character COLUMN_DESCRIPTION Group Type character COLUMN_DESCRIPTION Homepage character COLUMN_DESCRIPTION Date Created (Post Date) character COLUMN_DESCRIPTION Updated date character COLUMN_DESCRIPTION Notes character COLUMN_DESCRIPTION","code":""},{"path":"/reference/codeHumCluster.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"codeHumCluster — codeHumCluster","text":"https://iatistandard.org/en/iati-standard/203/codelists/","code":""},{"path":"/reference/codeHumCluster.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"codeHumCluster — codeHumCluster","text":"","code":"{ knitr::kable(head(codeHumCluster, 10)) } #>  #>  #> |HRinfo ID                      |Preferred Term                 |Preferred Term (fr)               |ACRONYM                |Group Type                           |Homepage                                                                           |Date Created (Post Date) |Updated date   |Notes                                                           | #> |:------------------------------|:------------------------------|:---------------------------------|:----------------------|:------------------------------------|:----------------------------------------------------------------------------------|:------------------------|:--------------|:---------------------------------------------------------------| #> |#sector +code +v_hrinfo_sector |#sector +name +preferred +i_en |#sector +name +preferred +i_fr    |#sector +code +acronym |#sector +type                        |#meta +url                                                                         |#date +created           |#date +updated |#meta +comment                                                  | #> |4                              |Emergency Shelter and NFI      |Abris d'urgence et NFI            |SHL                    |Cluster                              |https://www.sheltercluster.org/                                                    |03/16/2017               |4/4/2018       |Added French name; shelter cluster uses \"NFI\" in French as well | #> |1                              |Camp Coordination / Management |Coordination et gestion des camps |CCM                    |Cluster                              |http://www.globalcccmcluster.org                                                   |03/16/2017               |4/4/2018       |Added French name                                               | #> |5406                           |Mine Action                    |Action contre les mines           |PRO-MIN                |Area of Responsibility (Sub-cluster) |http://www.globalprotectioncluster.org/en/areas-of-responsibility/mine-action.html |03/16/2017               |4/4/2018       |Added French name                                               | #> |6                              |Food Security                  |Sécurité alimentaire              |FSC                    |Cluster                              |http://foodsecuritycluster.net/                                                    |03/16/2017               |4/4/2018       |Added French name                                               | #> |11                             |Water Sanitation Hygiene       |Eau, assainissement et hygiène    |WSH                    |Cluster                              |http://washcluster.net/                                                            |03/16/2017               |4/4/2018       |Added French name                                               | #> |8                              |Logistics                      |Logistique                        |LOG                    |Cluster                              |http://www.logcluster.org/                                                         |03/16/2017               |4/4/2018       |Added French name                                               | #> |5403                           |Child Protection               |Protection de l'enfance           |PRO-CPN                |Area of Responsibility (Sub-cluster) |http://cpwg.net/                                                                   |03/16/2017               |4/5/2018       |Updated French name based feedback from OCHA-FIS                | #> |10                             |Protection                     |Protection                        |PRO                    |Cluster                              |http://www.globalprotectioncluster.org/                                            |03/16/2017               |4/4/2018       |Added French name                                               | #> |3                              |Education                      |Education                         |EDU                    |Cluster                              |http://educationcluster.net/                                                       |03/16/2017               |4/4/2018       |Added French name                                               |"},{"path":"/reference/codeHumanitarianScopeType.html","id":null,"dir":"Reference","previous_headings":"","what":"codeHumanitarianScopeType — codeHumanitarianScopeType","title":"codeHumanitarianScopeType — codeHumanitarianScopeType","text":"Humanitarian Scope Type codelist defines codes types humanitarian events actions.","code":""},{"path":"/reference/codeHumanitarianScopeType.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"codeHumanitarianScopeType — codeHumanitarianScopeType","text":"","code":"codeHumanitarianScopeType"},{"path":"/reference/codeHumanitarianScopeType.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"codeHumanitarianScopeType — codeHumanitarianScopeType","text":"data frame 2 rows 6 variables: code double code name character name description character description category double  category url character url status character status","code":""},{"path":"/reference/codeHumanitarianScopeType.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"codeHumanitarianScopeType — codeHumanitarianScopeType","text":"https://iatistandard.org/en/iati-standard/203/codelists/","code":""},{"path":"/reference/codeHumanitarianScopeType.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"codeHumanitarianScopeType — codeHumanitarianScopeType","text":"","code":"{ knitr::kable(head(codeHumanitarianScopeType, 10)) } #>  #>  #> | code|name      |description |category |url |status | #> |----:|:---------|:-----------|:--------|:---|:------| #> |    1|Emergency |NA          |NA       |NA  |active | #> |    2|Appeal    |NA          |NA       |NA  |active |"},{"path":"/reference/codeHumanitarianScopeVocabulary.html","id":null,"dir":"Reference","previous_headings":"","what":"codeHumanitarianScopeVocabulary — codeHumanitarianScopeVocabulary","title":"codeHumanitarianScopeVocabulary — codeHumanitarianScopeVocabulary","text":"Humanitarian Scope Vocabulary codelist defines range external codelists provide codes descriptions humanitarian events actions.","code":""},{"path":"/reference/codeHumanitarianScopeVocabulary.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"codeHumanitarianScopeVocabulary — codeHumanitarianScopeVocabulary","text":"","code":"codeHumanitarianScopeVocabulary"},{"path":"/reference/codeHumanitarianScopeVocabulary.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"codeHumanitarianScopeVocabulary — codeHumanitarianScopeVocabulary","text":"data frame 3 rows 6 variables: code double code name character name description character description category double  category url character url status character status","code":""},{"path":"/reference/codeHumanitarianScopeVocabulary.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"codeHumanitarianScopeVocabulary — codeHumanitarianScopeVocabulary","text":"https://iatistandard.org/en/iati-standard/203/codelists/","code":""},{"path":"/reference/codeHumanitarianScopeVocabulary.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"codeHumanitarianScopeVocabulary — codeHumanitarianScopeVocabulary","text":"","code":"{ knitr::kable(head(codeHumanitarianScopeVocabulary, 10)) } #>  #>  #> |code |name                   |description |category |url                                                   |status | #> |:----|:----------------------|:-----------|:--------|:-----------------------------------------------------|:------| #> |1-2  |Glide                  |NA          |NA       |http://glidenumber.net/glide/public/search/search.jsp |active | #> |2-1  |Humanitarian Plan      |NA          |NA       |https://fts.unocha.org/plan-code-list-iati            |active | #> |99   |Reporting Organisation |NA          |NA       |NA                                                    |active |"},{"path":"/reference/codeIATIOrganisationIdentifier.html","id":null,"dir":"Reference","previous_headings":"","what":"codeIATIOrganisationIdentifier — codeIATIOrganisationIdentifier","title":"codeIATIOrganisationIdentifier — codeIATIOrganisationIdentifier","text":"list organisation identifiers maintained  IATI Secretariat. prefix organisations list XI-IATI    bona fide organisation registered recognised    appropriate registration agency    (http://iatistandard.org/202/codelists/OrganisationRegistrationAgency/)    contact IATI Technical Team exceptionally allocate     organisation identifier using XI-IATI prefix. identifiers derived DAC codes,     ‘meaning’ carried forward. .e. IATI generated identifiers      intrinsic meaning.    general guidance constructing Organisation Identifiers, please see     http://iatistandard.org/organisation-identifiers/","code":""},{"path":"/reference/codeIATIOrganisationIdentifier.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"codeIATIOrganisationIdentifier — codeIATIOrganisationIdentifier","text":"","code":"codeIATIOrganisationIdentifier"},{"path":"/reference/codeIATIOrganisationIdentifier.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"codeIATIOrganisationIdentifier — codeIATIOrganisationIdentifier","text":"data frame 39 rows 6 variables: code double code name character name description character description category double  category url character url status character status","code":""},{"path":"/reference/codeIATIOrganisationIdentifier.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"codeIATIOrganisationIdentifier — codeIATIOrganisationIdentifier","text":"https://iatistandard.org/en/iati-standard/203/codelists/","code":""},{"path":"/reference/codeIATIOrganisationIdentifier.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"codeIATIOrganisationIdentifier — codeIATIOrganisationIdentifier","text":"","code":"{ knitr::kable(head(codeIATIOrganisationIdentifier, 10)) } #>  #>  #> |code           |name                                                                           |description                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                |category |url                                                                               |status | #> |:--------------|:------------------------------------------------------------------------------|:--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:--------|:---------------------------------------------------------------------------------|:------| #> |XI-IATI-1001   |The Coca-Cola Export Corporation                                               |Subsidiary of The Coca-Cola Company responsible for marketing and export of soft drinks, bottled water, and other beverages and with links to the various charitable initiatives of The Coca-Cola Company, its subsidiaries and affiliates Coca-Cola charitable foundation. Based in Atlanta Georgia USA                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   |NA       |http://www.coca-colacompany.com/                                                  |active | #> |XI-IATI-1002   |United Mission to Nepal                                                        |The United Mission to Nepal (UMN) is a faith based INGO based in Kathmandu, and has worked in Nepal without interruption since 1954. UMN works through local partners in order to serve the people of Nepal, especially the poorest of those living in poverty, to pursue peace and justice for all and to address the root causes of their poverty. We do this by supporting communities in a transformation process focusing on health, education, sustainable livelihoods, peace-building and good governance.                                                                                                                                                                                                                                                                                                                                                          |NA       |http://www.umn.org.np/                                                            |active | #> |XI-IATI-ACATBA |Association Centrafricaine de Traduction de la Bible et Alphabetisation        |ACATBA is a charity that exists to promote local language development, Bible translation, literacy and community development in the Central African Republic. They also provide training in basic business skills; this allows beneficiaries to begin income-generating activities and small businesses.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   |NA       |http://www.wycliffe.net/organizations?entity=CXN&continent=AFR&country=CT         |active | #> |XI-IATI-ADVZ   |Agência de Desenvolvimento do Vale do Zambeze                                  |Description: The Agência do Zambeze is a public-sector agency under the Ministry of Economics and Finance in Mozambique. The mission of the Agência do Zambeze is to promote the socio-economic and sustainable development of the Lower Zambezi River Basin.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              |NA       |http://www.inm.gov.mz/?q=pt-pt/ag%C3%AAncia-de-desenvolvimento-do-vale-do-zambeze |active | #> |XI-IATI-AGR    |AgResults                                                                      |AgResults is a $122 million collaborative initiative between the governments of Australia, Canada, the United Kingdom, the United States, and the Bill and Melinda Gates Foundation to incentivize the private sector to overcome market barriers and develop solutions to food security and agricultural challenges that disproportionately affect people living in poverty. The initiative designs and implements agriculture-focused prize competitions, also referred to as pay-for-results or pull mechanisms, which are innovative development finance programs that engage the private sector to work towards a defined goal to receive a monetary award.                                                                                                                                                                                                           |NA       |https://agresults.org/                                                            |active | #> |XI-IATI-AIAS   |Administração de Infra-Estruturas de Águas e Saneamento                        |Description: AIAS manages the property of the secondary public systems for water supply and for the residual water drainage public systems in Mozambique promoting their autonomous efficient and financially feasible operational management through assignment to private operators or other third party entities.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       |NA       |http://www.aias.gov.mz/                                                           |active | #> |XI-IATI-AJS    |Associations des Juristes Sénégalaises (AJS)                                   |The Association des Juristes Sénégalaises (AJS) is an association of women lawyers who promote and contribute to the protection of the rights of individuals, particularly women and children.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             |NA       |http://www.femmesjuristes.org                                                     |active | #> |XI-IATI-ATTIC  |Association of Technicians in Information Technology and Communication (ATTIC) |ATTIC, a non-political non-profit association in Republic of Chad, aims to help develop and integrate the promotion of information and communication technologies in the development policy of the formal and non-formal sectors, to fight against food insecurity and poverty, by strengthening the means of vulnerable households, refugees, returnees and internally displaced persons, and by providing socio-professional training and integration for vulnerable groups.                                                                                                                                                                                                                                                                                                                                                                                             |NA       |Website is still in progress                                                      |active | #> |XI-IATI-BBDN   |Bangladesh Business & Disability Network                                       |The Bangladesh Business and Disability Network (BBDN) is a voluntary group of representatives from business, industry, employers’ organizations and selected non-governmental and disabled peoples’ organizations. BBDN has a primary purpose of facilitating disability and work place diversity in Bangladesh from the perspective of the business and human rights cases.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               |NA       |https://www.bbdn.com.bd/                                                          |active | #> |XI-IATI-EBRD   |European Bank for Reconstruction and Development                               |Description: Who we are - The EBRD is investing in changing peoples' lives and environments from central Europe to Central Asia, the Western Balkans and the southern and eastern Mediterranean region. With an emphasis on working with the private sector, we invest in projects, engage in policy dialogue and provide technical advice that fosters innovation and builds sustainable and open-market economies. What we do - The EBRD provides direct financing for well structured, financially robust projects of all sizes (including many small businesses), both directly and through financial intermediaries such as local banks and investment funds. The Bank works mainly with private sector clients, but also finances municipal entities and publicly owned companies. Our principal financing instruments are loans, equity investments and guarantees. |NA       |http://www.ebrd.com/home                                                          |active |"},{"path":"/reference/codeIndicatorMeasure.html","id":null,"dir":"Reference","previous_headings":"","what":"codeIndicatorMeasure — codeIndicatorMeasure","title":"codeIndicatorMeasure — codeIndicatorMeasure","text":"specify indicator measured. includes qualitative quantitative values.","code":""},{"path":"/reference/codeIndicatorMeasure.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"codeIndicatorMeasure — codeIndicatorMeasure","text":"","code":"codeIndicatorMeasure"},{"path":"/reference/codeIndicatorMeasure.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"codeIndicatorMeasure — codeIndicatorMeasure","text":"data frame 5 rows 6 variables: code double code name character name description character description category double  category url character url status character status","code":""},{"path":"/reference/codeIndicatorMeasure.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"codeIndicatorMeasure — codeIndicatorMeasure","text":"https://iatistandard.org/en/iati-standard/203/codelists/","code":""},{"path":"/reference/codeIndicatorMeasure.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"codeIndicatorMeasure — codeIndicatorMeasure","text":"","code":"{ knitr::kable(head(codeIndicatorMeasure, 10)) } #>  #>  #> | code|name        |description                                                |category |url |status | #> |----:|:-----------|:----------------------------------------------------------|:--------|:---|:------| #> |    1|Unit        |The indicator is measured in units.                        |NA       |NA  |active | #> |    2|Percentage  |The indicator is measured in percentages                   |NA       |NA  |active | #> |    3|Nominal     |The indicator is measured as a quantitative nominal scale. |NA       |NA  |active | #> |    4|Ordinal     |The indicator is measured as a quantitative ordinal scale. |NA       |NA  |active | #> |    5|Qualitative |The indicator is qualitative.                              |NA       |NA  |active |"},{"path":"/reference/codeIndicatorVocabulary.html","id":null,"dir":"Reference","previous_headings":"","what":"codeIndicatorVocabulary — codeIndicatorVocabulary","title":"codeIndicatorVocabulary — codeIndicatorVocabulary","text":"Indicator Vocabulary codelist defines range external codelists provide codes descriptions indicators, example specify results.","code":""},{"path":"/reference/codeIndicatorVocabulary.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"codeIndicatorVocabulary — codeIndicatorVocabulary","text":"","code":"codeIndicatorVocabulary"},{"path":"/reference/codeIndicatorVocabulary.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"codeIndicatorVocabulary — codeIndicatorVocabulary","text":"data frame 10 rows 6 variables: code double code name character name description character description category double  category url character url status character status","code":""},{"path":"/reference/codeIndicatorVocabulary.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"codeIndicatorVocabulary — codeIndicatorVocabulary","text":"https://iatistandard.org/en/iati-standard/203/codelists/","code":""},{"path":"/reference/codeIndicatorVocabulary.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"codeIndicatorVocabulary — codeIndicatorVocabulary","text":"","code":"{ knitr::kable(head(codeIndicatorVocabulary, 10)) } #>  #>  #> | code|name                                              |description |category |url                                                                        |status | #> |----:|:-------------------------------------------------|:-----------|:--------|:--------------------------------------------------------------------------|:------| #> |    1|WHO Registry                                      |NA          |NA       |http://apps.who.int/gho/indicatorregistry/App_Main/indicator_registry.aspx |active | #> |    2|Sphere Handbook                                   |NA          |NA       |http://www.spherehandbook.org                                              |active | #> |    3|US Foreign Assistance Framework                   |NA          |NA       |http://www.state.gov/s/d/rm/rls/dosstrat/2007/html/82981.htm               |active | #> |    4|World Bank World Development Indicators           |NA          |NA       |http://data.worldbank.org/data-catalog/world-development-indicators        |active | #> |    5|UN Millennium Development Goals Indicators        |NA          |NA       |http://mdgs.un.org/unsd/mdg/Host.aspx?Content=Indicators/OfficialList.htm  |active | #> |    6|UNOCHA Humanitarian Response Indicators           |NA          |NA       |https://www.humanitarianresponse.info/applications/ir/indicators           |active | #> |    7|HIV/AIDS Indicator Registry                       |NA          |NA       |http://www.indicatorregistry.org                                           |active | #> |    8|Harmonized Indicators for Private Sector (HIPSO)  |NA          |NA       |https://indicators.ifipartnership.org/indicators/                          |active | #> |    9|UN Sustainable Development Goals (SDG) Indicators |NA          |NA       |https://unstats.un.org/sdgs/indicators/indicators-list/                    |active | #> |   99|Reporting Organisation                            |NA          |NA       |NA                                                                         |active |"},{"path":"/reference/codeOrganisationIdentifier.html","id":null,"dir":"Reference","previous_headings":"","what":"codeOrganisationIdentifier — codeOrganisationIdentifier","title":"codeOrganisationIdentifier — codeOrganisationIdentifier","text":"1.04 list longer maintained.  http://support.iatistandard.org/entries/28497976-Retire--Organisation-Identifier-codelist#view-post-25368673    general guidance constructing Organisation Identifiers,    please see http://iatistandard.org/organisation-identifiers/","code":""},{"path":"/reference/codeOrganisationIdentifier.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"codeOrganisationIdentifier — codeOrganisationIdentifier","text":"","code":"codeOrganisationIdentifier"},{"path":"/reference/codeOrganisationIdentifier.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"codeOrganisationIdentifier — codeOrganisationIdentifier","text":"data frame 419 rows 6 variables: code double code name character name description character description category double  category url character url status character status","code":""},{"path":"/reference/codeOrganisationIdentifier.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"codeOrganisationIdentifier — codeOrganisationIdentifier","text":"https://iatistandard.org/en/iati-standard/203/codelists/","code":""},{"path":"/reference/codeOrganisationIdentifier.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"codeOrganisationIdentifier — codeOrganisationIdentifier","text":"","code":"{ knitr::kable(head(codeOrganisationIdentifier, 10)) } #>  #>  #> |code  |name                                      |description |category |url |status | #> |:-----|:-----------------------------------------|:-----------|:--------|:---|:------| #> |AT-1  |Federal Ministry of Finance               |NA          |NA       |NA  |active | #> |AT-10 |Ministry for Agriculture and Environment  |NA          |NA       |NA  |active | #> |AT-11 |Ministry of Defense                       |NA          |NA       |NA  |active | #> |AT-12 |Ministry of Interior                      |NA          |NA       |NA  |active | #> |AT-2  |Various ministries                        |NA          |NA       |NA  |active | #> |AT-3  |Federal Government of Austria             |NA          |NA       |NA  |active | #> |AT-4  |Oesterreichische Kontrollbank AG          |NA          |NA       |NA  |active | #> |AT-5  |Federal Ministry of Foreign Affairs       |NA          |NA       |NA  |active | #> |AT-6  |Provincial governments, local communities |NA          |NA       |NA  |active | #> |AT-8  |Austrian Development Agency               |NA          |NA       |NA  |active |"},{"path":"/reference/codeOrganisationRegistrationAgency.html","id":null,"dir":"Reference","previous_headings":"","what":"codeOrganisationRegistrationAgency — codeOrganisationRegistrationAgency","title":"codeOrganisationRegistrationAgency — codeOrganisationRegistrationAgency","text":"values codelist used identify particular  list organisation identifier drawn . codelist provides  register known identifier lists, including national company registers,  NGO directories international multilateral organisation lists -  along guidance online resources help locate identifiers  assigned specific organisation.  17 July 2017 list maintained org-id.guide project.  Data publishers can now search locate relevant list  particular organisation identifier using org-id.guide website. full register identifier sources also available download  XML, JSON CSV formats. IATI periodically replicates codelist identifier sources  org-id.guide, assist accessing IATI documentation.  However, advised --date source  org-id.guide project. org-id.guide contain entry kind  organisation need identify, can make request  new list included register following guidance","code":""},{"path":"/reference/codeOrganisationRegistrationAgency.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"codeOrganisationRegistrationAgency — codeOrganisationRegistrationAgency","text":"","code":"codeOrganisationRegistrationAgency"},{"path":"/reference/codeOrganisationRegistrationAgency.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"codeOrganisationRegistrationAgency — codeOrganisationRegistrationAgency","text":"data frame 197 rows 7 variables: code double code name character name description character description category double  category url character url status character status public-database logical public-database","code":""},{"path":"/reference/codeOrganisationRegistrationAgency.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"codeOrganisationRegistrationAgency — codeOrganisationRegistrationAgency","text":"https://iatistandard.org/en/iati-standard/203/codelists/","code":""},{"path":"/reference/codeOrganisationRegistrationAgency.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"codeOrganisationRegistrationAgency — codeOrganisationRegistrationAgency","text":"","code":"{ knitr::kable(head(codeOrganisationRegistrationAgency, 10)) } #>  #>  #> |code    |name                                      |description                                                                                                                                                                                                                                                                                                                        |category |url                                                                                  |status |public-database | #> |:-------|:-----------------------------------------|:----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:--------|:------------------------------------------------------------------------------------|:------|:---------------| #> |AE-ACCI |Ajman Chamber of Commerce and Industry    |There are 2 types of search available: Commercial search and Industrial search. You can also use an online enquiry form to find the required information. The contact details of Ajman Chamber and the heads of its sectors are also available.                                                                                    |AE       |https://www.ajmanchamber.ae/en/Pages/default.aspx                                    |active |FALSE           | #> |AE-ADCD |Abu Dhabi Commercial Directory            |This register includes information on companies' Unified no., Membership no., name, address, phone number, email, activity etc.                                                                                                                                                                                                    |AE       |http://www.abudhabichamber.ae/English/E-Services/Pages/EServices-Page.aspx?sm=1&ty=s |active |FALSE           | #> |AE-AFZ  |Ajman Free Zone Authority                 |The authority's website can be used to find its address, email and call center contacts. No clear search functionality directly on the website.                                                                                                                                                                                    |AE       |http://www.afz.gov.ae/                                                               |active |FALSE           | #> |AE-DCCI |Dubai Chamber of Commerce and Industry    |This register includes information on companies name, address, phone number, website, activity and branches.                                                                                                                                                                                                                       |AE       |http://www.dcciinfo.com/                                                             |active |FALSE           | #> |AE-DFSA |Dubai Financial Services Authority        |This register includes information on companies' name, DFSA reference number, address, phone number, legal status, services.                                                                                                                                                                                                       |AE       |https://www.dfsa.ae/Public-Register/Firm                                             |active |FALSE           | #> |AE-DIFC |Dubai International Financial Centre      |This register includes information on companies' name, registration number, activity, phone number, address, etc.                                                                                                                                                                                                                  |AE       |https://www.difc.ae/public-register                                                  |active |FALSE           | #> |AE-DMCC |Dubai Multi Commodities Centre            |Dubai Multi Commodities Centre is a Free Zone Authority established by the government of Dubai in 2002. The DMCC authority registers and licenses companies to operate in the DMCC Free Zone. N.B There is a 'Business Directory', however, this does not provide registration numbers[1] [1]: https://www.dmcc.ae/business-search |AE       |https://www.dmcc.ae/                                                                 |active |FALSE           | #> |AE-FCCI |Fujairah Chamber of Commerce and Industry |There is no company information available directly from this registry, but Chamber of Commerce and Industry can be contacted via the form on the website, phone or email to request more information.                                                                                                                              |AE       |http://www.fujcci.ae/                                                                |active |FALSE           | #> |AE-FFZ  |Fujairah Free Zone Company Listing        |There is no search available in this registry, but there is a list of companies with corresponding phone and fax numbers.                                                                                                                                                                                                          |AE       |http://www.fujairahfreetradezone.com/appdir/company-listing.php                      |active |FALSE           | #> |AE-HFZA |Hamriyah Free Zone Authority              |A register that contains company names, addresses, phone numbers, emails, license numbers, activities, etc.                                                                                                                                                                                                                        |AE       |http://www.hfza.ae/en-us/directory.aspx                                              |active |FALSE           |"},{"path":"/reference/codeOrganisationRole.html","id":null,"dir":"Reference","previous_headings":"","what":"codeOrganisationRole — codeOrganisationRole","title":"codeOrganisationRole — codeOrganisationRole","text":"IATI codes role organisation within activity.  organisation can play one role within activity.    Core codelist.","code":""},{"path":"/reference/codeOrganisationRole.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"codeOrganisationRole — codeOrganisationRole","text":"","code":"codeOrganisationRole"},{"path":"/reference/codeOrganisationRole.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"codeOrganisationRole — codeOrganisationRole","text":"data frame 4 rows 6 variables: code double code name character name description character description category double  category url character url status character status","code":""},{"path":"/reference/codeOrganisationRole.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"codeOrganisationRole — codeOrganisationRole","text":"https://iatistandard.org/en/iati-standard/203/codelists/organisationrole/","code":""},{"path":"/reference/codeOrganisationRole.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"codeOrganisationRole — codeOrganisationRole","text":"","code":"{ knitr::kable(head(codeOrganisationRole, 10)) } #>  #>  #> | code|name         |description                                                                                                |category |url |status | #> |----:|:------------|:----------------------------------------------------------------------------------------------------------|:--------|:---|:------| #> |    1|Funding      |The government or organisation which provides funds to the activity.                                       |NA       |NA  |active | #> |    2|Accountable  |An organisation responsible for oversight of the activity and its outcomes                                 |NA       |NA  |active | #> |    3|Extending    |An organisation that manages the budget and direction of an activity on behalf of the funding organisation |NA       |NA  |active | #> |    4|Implementing |The organisation that physically carries out the activity or intervention.                                 |NA       |NA  |active |"},{"path":"/reference/codeOrganisationType.html","id":null,"dir":"Reference","previous_headings":"","what":"codeOrganisationType — codeOrganisationType","title":"codeOrganisationType — codeOrganisationType","text":"Non-Core codelist","code":""},{"path":"/reference/codeOrganisationType.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"codeOrganisationType — codeOrganisationType","text":"","code":"codeOrganisationType"},{"path":"/reference/codeOrganisationType.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"codeOrganisationType — codeOrganisationType","text":"data frame 16 rows 6 variables: code double code name character name description character description category double  category url character url status character status","code":""},{"path":"/reference/codeOrganisationType.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"codeOrganisationType — codeOrganisationType","text":"https://iatistandard.org/en/iati-standard/203/codelists/organisationtype/","code":""},{"path":"/reference/codeOrganisationType.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"codeOrganisationType — codeOrganisationType","text":"","code":"{ knitr::kable(head(codeOrganisationType, 10)) } #>  #>  #> | code|name                       |description                                                                            |category |url |status | #> |----:|:--------------------------|:--------------------------------------------------------------------------------------|:--------|:---|:------| #> |   10|Government                 |NA                                                                                     |NA       |NA  |active | #> |   11|Local Government           |Any local (sub national) government organisation in either donor or recipient country. |NA       |NA  |active | #> |   15|Other Public Sector        |NA                                                                                     |NA       |NA  |active | #> |   21|International NGO          |NA                                                                                     |NA       |NA  |active | #> |   22|National NGO               |NA                                                                                     |NA       |NA  |active | #> |   23|Regional NGO               |NA                                                                                     |NA       |NA  |active | #> |   24|Partner Country based NGO  |Local and National NGO / CSO based in aid/assistance recipient country                 |NA       |NA  |active | #> |   30|Public Private Partnership |NA                                                                                     |NA       |NA  |active | #> |   40|Multilateral               |NA                                                                                     |NA       |NA  |active | #> |   60|Foundation                 |NA                                                                                     |NA       |NA  |active |"},{"path":"/reference/codePolicyMarker.html","id":null,"dir":"Reference","previous_headings":"","what":"codePolicyMarker — codePolicyMarker","title":"codePolicyMarker — codePolicyMarker","text":"Policy Marker codelist derived policy markers  declared WP-STAT. codes created IATI.    External URL: http://www.oecd.org/dac/stats/dacandcrscodelists.htm","code":""},{"path":"/reference/codePolicyMarker.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"codePolicyMarker — codePolicyMarker","text":"","code":"codePolicyMarker"},{"path":"/reference/codePolicyMarker.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"codePolicyMarker — codePolicyMarker","text":"data frame 12 rows 6 variables: code double code name character name description character description category double  category url character url status character status","code":""},{"path":"/reference/codePolicyMarker.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"codePolicyMarker — codePolicyMarker","text":"https://iatistandard.org/en/iati-standard/203/codelists/","code":""},{"path":"/reference/codePolicyMarker.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"codePolicyMarker — codePolicyMarker","text":"","code":"{ knitr::kable(head(codePolicyMarker, 10)) } #>  #>  #> | code|name                                                                                    |description |category |url |status | #> |----:|:---------------------------------------------------------------------------------------|:-----------|:--------|:---|:------| #> |    1|Gender Equality                                                                         |NA          |NA       |NA  |active | #> |    2|Aid to Environment                                                                      |NA          |NA       |NA  |active | #> |    3|Participatory Development/Good Governance                                               |NA          |NA       |NA  |active | #> |    4|Trade Development                                                                       |NA          |NA       |NA  |active | #> |    5|Aid Targeting the Objectives of the Convention on Biological Diversity                  |NA          |NA       |NA  |active | #> |    6|Aid Targeting the Objectives of the Framework Convention on Climate Change - Mitigation |NA          |NA       |NA  |active | #> |    7|Aid Targeting the Objectives of the Framework Convention on Climate Change - Adaptation |NA          |NA       |NA  |active | #> |    8|Aid Targeting the Objectives of the Convention to Combat Desertification                |NA          |NA       |NA  |active | #> |    9|Reproductive, Maternal, Newborn and Child Health (RMNCH)                                |NA          |NA       |NA  |active | #> |   10|Disaster Risk Reduction(DRR)                                                            |NA          |NA       |NA  |active |"},{"path":"/reference/codeRegion.html","id":null,"dir":"Reference","previous_headings":"","what":"codeRegion — codeRegion","title":"codeRegion — codeRegion","text":"External URL: http://www.oecd.org/dac/stats/dacandcrscodelists.htm","code":""},{"path":"/reference/codeRegion.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"codeRegion — codeRegion","text":"","code":"codeRegion"},{"path":"/reference/codeRegion.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"codeRegion — codeRegion","text":"data frame 26 rows 6 variables: code double code name character name description character description category double  category url character url status character status","code":""},{"path":"/reference/codeRegion.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"codeRegion — codeRegion","text":"https://iatistandard.org/en/iati-standard/203/codelists/","code":""},{"path":"/reference/codeRegion.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"codeRegion — codeRegion","text":"","code":"{ knitr::kable(head(codeRegion, 10)) } #>  #>  #> | code|name                              |description |category |url |status    | #> |----:|:---------------------------------|:-----------|:--------|:---|:---------| #> |   88|States Ex-Yugoslavia unspecified  |NA          |NA       |NA  |active    | #> |   89|Europe, regional                  |NA          |NA       |NA  |active    | #> |  189|North of Sahara, regional         |NA          |NA       |NA  |active    | #> |  289|South of Sahara, regional         |NA          |NA       |NA  |active    | #> |  298|Africa, regional                  |NA          |NA       |NA  |active    | #> |  380|West Indies, regional             |NA          |NA       |NA  |withdrawn | #> |  389|North & Central America, regional |NA          |NA       |NA  |active    | #> |  489|South America, regional           |NA          |NA       |NA  |active    | #> |  498|America, regional                 |NA          |NA       |NA  |active    | #> |  589|Middle East, regional             |NA          |NA       |NA  |active    |"},{"path":"/reference/codeResultType.html","id":null,"dir":"Reference","previous_headings":"","what":"codeResultType — codeResultType","title":"codeResultType — codeResultType","text":"Non-Core codelist.","code":""},{"path":"/reference/codeResultType.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"codeResultType — codeResultType","text":"","code":"codeResultType"},{"path":"/reference/codeResultType.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"codeResultType — codeResultType","text":"data frame 4 rows 6 variables: code double COLUMN_DESCRIPTION name character COLUMN_DESCRIPTION description character COLUMN_DESCRIPTION category logical COLUMN_DESCRIPTION url logical COLUMN_DESCRIPTION status character COLUMN_DESCRIPTION","code":""},{"path":"/reference/codeResultType.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"codeResultType — codeResultType","text":"https://iatistandard.org/en/iati-standard/203/codelists/resulttype/","code":""},{"path":"/reference/codeResultType.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"codeResultType — codeResultType","text":"","code":"{ knitr::kable(head(codeResultType, 10)) } #>  #>  #> | code|name    |description                                                                                                                                                                 |category |url |status | #> |----:|:-------|:---------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:--------|:---|:------| #> |    1|Output  |Results of the activity that came about as a direct effect of your work and specific, what is done, and what communities are reached. For example, X number of individuals. |NA       |NA  |active | #> |    2|Outcome |Results of the activity that produce an effect on the overall communities or issues you serve. For example lower rate of infection after a vaccination programme.           |NA       |NA  |active | #> |    3|Impact  |The long term effects of the outcomes, that lead to larger, over arching results, such as improved life-expectancy.                                                         |NA       |NA  |active | #> |    9|Other   |Another type of result, not specified above.                                                                                                                                |NA       |NA  |active |"},{"path":"/reference/codeSector.html","id":null,"dir":"Reference","previous_headings":"","what":"codeSector — codeSector","title":"codeSector — codeSector","text":"DAC 5 Digit Sector   External URL: http://www.oecd.org/dac/stats/dacandcrscodelists.htm","code":""},{"path":"/reference/codeSector.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"codeSector — codeSector","text":"","code":"codeSector"},{"path":"/reference/codeSector.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"codeSector — codeSector","text":"data frame 323 rows 6 variables: code double code name character name description character description category double  category url character url status character status","code":""},{"path":"/reference/codeSector.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"codeSector — codeSector","text":"https://iatistandard.org/en/iati-standard/203/codelists/","code":""},{"path":"/reference/codeSector.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"codeSector — codeSector","text":"","code":"{ knitr::kable(head(codeSector, 10)) } #>  #>  #> |  code|name                                           |description                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 | category|url |status | #> |-----:|:----------------------------------------------|:---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|--------:|:---|:------| #> | 11110|Education policy and administrative management |Education sector policy, planning and programmes; aid to education ministries, administration and management systems; institution capacity building and advice; school management and governance; curriculum and materials development; unspecified education activities.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   |      111|NA  |active | #> | 11120|Education facilities and training              |Educational buildings, equipment, materials; subsidiary services to education (boarding facilities, staff housing); language training; colloquia, seminars, lectures, etc.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  |      111|NA  |active | #> | 11130|Teacher training                               |Teacher education (where the level of education is unspecified); in-service and pre-service training; materials development.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                |      111|NA  |active | #> | 11182|Educational research                           |Research and studies on education effectiveness, relevance and quality; systematic evaluation and monitoring.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               |      111|NA  |active | #> | 11220|Primary education                              |Formal and non-formal primary education for children; all elementary and first cycle systematic instruction; provision of learning materials.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               |      112|NA  |active | #> | 11230|Basic life skills for youth and adults         |Formal and non-formal education for basic life skills for young people and adults (adults education); literacy and numeracy training. Excludes health education (12261) and activities related to prevention of noncommunicable diseases. (123xx).                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          |      112|NA  |active | #> | 11231|Basic life skills for youth                    |Formal and non-formal education for basic life skills for young people.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     |      112|NA  |active | #> | 11232|Primary education equivalent for adults        |Formal primary education for adults.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        |      112|NA  |active | #> | 11240|Early childhood education                      |Formal and non-formal pre-school education.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |      112|NA  |active | #> | 11250|School feeding                                 |Provision of meals or snacks at school; other uses of food for the achievement of educational outcomes including “take-home” food rations provided as economic incentives to families (or foster families, or other child care institutions) in return for a child’s regular attendance at school; food provided to adults or youth who attend literacy or vocational training programmes; food for pre-school activities with an educational component. These activities may help reduce children’s hunger during the school day if provision of food/meals contains bioavailable nutrients to address specific nutrition needs and have nutrition expected outcomes in school children, or if the rationale mainstream nutrition or expected outcome is nutrition-linked. |      112|NA  |active |"},{"path":"/reference/codeSectorCategory.html","id":null,"dir":"Reference","previous_headings":"","what":"codeSectorCategory — codeSectorCategory","title":"codeSectorCategory — codeSectorCategory","text":"DAC 3 Digit Sector   External URL: http://www.oecd.org/dac/stats/dacandcrscodelists.htm","code":""},{"path":"/reference/codeSectorCategory.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"codeSectorCategory — codeSectorCategory","text":"","code":"codeSectorCategory"},{"path":"/reference/codeSectorCategory.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"codeSectorCategory — codeSectorCategory","text":"data frame 44 rows 6 variables: code double code name character name description character description category double  category url character url status character status","code":""},{"path":"/reference/codeSectorCategory.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"codeSectorCategory — codeSectorCategory","text":"https://iatistandard.org/en/iati-standard/203/codelists/","code":""},{"path":"/reference/codeSectorCategory.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"codeSectorCategory — codeSectorCategory","text":"","code":"{ knitr::kable(head(codeSectorCategory, 10)) } #>  #>  #> | code|name                                                 |description                                                                                                                                                              |category |url |status | #> |----:|:----------------------------------------------------|:------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:--------|:---|:------| #> |  111|Education, Level Unspecified                         |The codes in this category are to be used only when level of education is unspecified or unknown (e.g. training of primary school teachers should be coded under 11220). |NA       |NA  |active | #> |  112|Basic Education                                      |NA                                                                                                                                                                       |NA       |NA  |active | #> |  113|Secondary Education                                  |NA                                                                                                                                                                       |NA       |NA  |active | #> |  114|Post-Secondary Education                             |NA                                                                                                                                                                       |NA       |NA  |active | #> |  121|Health, General                                      |NA                                                                                                                                                                       |NA       |NA  |active | #> |  122|Basic Health                                         |NA                                                                                                                                                                       |NA       |NA  |active | #> |  123|Non-communicable diseases (NCDs)                     |NA                                                                                                                                                                       |NA       |NA  |active | #> |  130|Population Policies/Programmes & Reproductive Health |NA                                                                                                                                                                       |NA       |NA  |active | #> |  140|Water Supply & Sanitation                            |NA                                                                                                                                                                       |NA       |NA  |active | #> |  151|Government & Civil Society-general                   |N.B. Use code 51010 for general budget support.                                                                                                                          |NA       |NA  |active |"},{"path":"/reference/codeSectorVocabulary.html","id":null,"dir":"Reference","previous_headings":"","what":"codeSectorVocabulary — codeSectorVocabulary","title":"codeSectorVocabulary — codeSectorVocabulary","text":"Non-Core codelist.","code":""},{"path":"/reference/codeSectorVocabulary.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"codeSectorVocabulary — codeSectorVocabulary","text":"","code":"codeSectorVocabulary"},{"path":"/reference/codeSectorVocabulary.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"codeSectorVocabulary — codeSectorVocabulary","text":"data frame 13 rows 6 variables: code double code name character name description character description category double  category url character url status character status","code":""},{"path":"/reference/codeSectorVocabulary.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"codeSectorVocabulary — codeSectorVocabulary","text":"https://iatistandard.org/en/iati-standard/203/codelists/sectorvocabulary/","code":""},{"path":"/reference/codeSectorVocabulary.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"codeSectorVocabulary — codeSectorVocabulary","text":"","code":"{ knitr::kable(head(codeSectorVocabulary, 10)) } #>  #>  #> | code|name                                                                        |description                                                                                                         |category |url                                                                                                                  |status | #> |----:|:---------------------------------------------------------------------------|:-------------------------------------------------------------------------------------------------------------------|:--------|:--------------------------------------------------------------------------------------------------------------------|:------| #> |    1|OECD DAC CRS Purpose Codes (5 digit)                                        |The sector reported corresponds to an OECD DAC CRS 5-digit purpose code                                             |NA       |http://reference.iatistandard.org/codelists/Sector/                                                                  |active | #> |    2|OECD DAC CRS Purpose Codes (3 digit)                                        |The sector reported corresponds to an OECD DAC CRS 3-digit purpose code                                             |NA       |http://reference.iatistandard.org/codelists/SectorCategory/                                                          |active | #> |    3|Classification of the Functions of Government (UN)                          |The sector reported corresponds to the UN Classification of the Functions of Government (CoFoG)                     |NA       |http://unstats.un.org/unsd/cr/registry/regcst.asp?Cl=4                                                               |active | #> |    4|Statistical classification of economic activities in the European Community |The sector reported corresponds to the statistical classifications of economic activities in the European Community |NA       |http://ec.europa.eu/eurostat/ramon/nomenclatures/index.cfm?TargetUrl=LST_NOM_DTL&StrNom=NACE_REV2&StrLanguageCode=EN |active | #> |    5|National Taxonomy for Exempt Entities (USA)                                 |The sector reported corresponds to the National Taxonomy for Exempt Entities (NTEE) - USA                           |NA       |http://nccs.urban.org/classification/NTEE.cfm                                                                        |active | #> |    6|AidData                                                                     |The sector reported corresponds to AidData classifications                                                          |NA       |NA                                                                                                                   |active | #> |    7|SDG Goal                                                                    |A value from the top-level list of UN sustainable development goals (SDGs) (e.g. ‘1’)                               |NA       |https://sustainabledevelopment.un.org/?menu=1300                                                                     |active | #> |    8|SDG Target                                                                  |A value from the second-level list of UN sustainable development goals (SDGs) (e.g. ‘1.1’)                          |NA       |http://unstats.un.org/sdgs/indicators/indicators-list/                                                               |active | #> |    9|SDG Indicator                                                               |A value from the second-level list of UN sustainable development (SDG) indicators                                   |NA       |http://unstats.un.org/sdgs/indicators/indicators-list/                                                               |active | #> |   10|Humanitarian Global Clusters (Inter-Agency Standing Committee)              |The sector reported corresponds to an Inter-Agency Standard Committee Humanitarian Global Cluster code              |NA       |https://data.humdata.org/dataset/global-coordination-groups-beta                                                     |active |"},{"path":"/reference/codeTransactionType.html","id":null,"dir":"Reference","previous_headings":"","what":"codeTransactionType — codeTransactionType","title":"codeTransactionType — codeTransactionType","text":"Transaction Type -   Core codelist.","code":""},{"path":"/reference/codeTransactionType.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"codeTransactionType — codeTransactionType","text":"","code":"codeTransactionType"},{"path":"/reference/codeTransactionType.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"codeTransactionType — codeTransactionType","text":"data frame 13 rows 6 variables: code double code name character name description character description category double  category url character url status character status","code":""},{"path":"/reference/codeTransactionType.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"codeTransactionType — codeTransactionType","text":"https://iatistandard.org/en/iati-standard/203/codelists/","code":""},{"path":"/reference/codeTransactionType.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"codeTransactionType — codeTransactionType","text":"","code":"{ knitr::kable(head(codeTransactionType, 10)) } #>  #>  #> | code|name                |description                                                                                                                                                                                 |category |url |status | #> |----:|:-------------------|:-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:--------|:---|:------| #> |    1|Incoming Funds      |Funds recieved for use on the activity, which can be from an external or internal source.                                                                                                   |NA       |NA  |active | #> |    2|Outgoing Commitment |A firm, written obligation from a donor or provider to provide a specified amount of funds, under particular terms and conditions, for specific purposes, for the benefit of the recipient. |NA       |NA  |active | #> |    3|Disbursement        |Outgoing funds that are placed at the disposal of a recipient government or organisation, or funds transferred between two separately reported activities.                                  |NA       |NA  |active | #> |    4|Expenditure         |Outgoing funds that are spent on goods and services for the activity.                                                                                                                       |NA       |NA  |active | #> |    5|Interest Payment    |The actual amount of interest paid on a loan or line of credit, including fees.                                                                                                             |NA       |NA  |active | #> |    6|Loan Repayment      |The actual amount of principal (amortisation) repaid, including any arrears.                                                                                                                |NA       |NA  |active | #> |    7|Reimbursement       |A type of disbursement that covers funds that have already been spent by the recipient, as agreed in the terms of the grant or loan                                                         |NA       |NA  |active | #> |    8|Purchase of Equity  |Outgoing funds that are used to purchase equity in a business                                                                                                                               |NA       |NA  |active | #> |    9|Sale of Equity      |Incoming funds from the sale of equity.                                                                                                                                                     |NA       |NA  |active | #> |   10|Credit Guarantee    |A commitment made by a funding organisation to underwrite a loan or line of credit entered into by a third party.                                                                           |NA       |NA  |active |"},{"path":"/reference/codeUNSDGGoals.html","id":null,"dir":"Reference","previous_headings":"","what":"codeUNSDGGoals — codeUNSDGGoals","title":"codeUNSDGGoals — codeUNSDGGoals","text":"value top-level list UN sustainable development goals (SDGs) (e.g. ‘1’)   External URL: https://sustainabledevelopment.un.org/?menu=1300","code":""},{"path":"/reference/codeUNSDGGoals.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"codeUNSDGGoals — codeUNSDGGoals","text":"","code":"codeUNSDGGoals"},{"path":"/reference/codeUNSDGGoals.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"codeUNSDGGoals — codeUNSDGGoals","text":"data frame 17 rows 6 variables: code double code name character name description character description category double  category url character url status character status","code":""},{"path":"/reference/codeUNSDGGoals.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"codeUNSDGGoals — codeUNSDGGoals","text":"https://iatistandard.org/en/iati-standard/203/codelists/","code":""},{"path":"/reference/codeUNSDGGoals.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"codeUNSDGGoals — codeUNSDGGoals","text":"","code":"{ knitr::kable(head(codeUNSDGGoals, 10)) } #>  #>  #> | code|name                                                                                                                         |description |category |url |status | #> |----:|:----------------------------------------------------------------------------------------------------------------------------|:-----------|:--------|:---|:------| #> |    1|Goal 1. End poverty in all its forms everywhere                                                                              |NA          |NA       |NA  |active | #> |    2|Goal 2. End hunger, achieve food security and improved nutrition and promote sustainable agriculture                         |NA          |NA       |NA  |active | #> |    3|Goal 3. Ensure healthy lives and promote well-being for all at all ages                                                      |NA          |NA       |NA  |active | #> |    4|Goal 4. Ensure inclusive and equitable quality education and promote lifelong learning opportunities for all                 |NA          |NA       |NA  |active | #> |    5|Goal 5. Achieve gender equality and empower all women and girls                                                              |NA          |NA       |NA  |active | #> |    6|Goal 6. Ensure availability and sustainable management of water and sanitation for all                                       |NA          |NA       |NA  |active | #> |    7|Goal 7. Ensure access to affordable, reliable, sustainable and modern energy for all                                         |NA          |NA       |NA  |active | #> |    8|Goal 8. Promote sustained, inclusive and sustainable economic growth, full and productive employment and decent work for all |NA          |NA       |NA  |active | #> |    9|Goal 9. Build resilient infrastructure, promote inclusive and sustainable industrialization and foster innovation            |NA          |NA       |NA  |active | #> |   10|Goal 10. Reduce inequality within and among countries                                                                        |NA          |NA       |NA  |active |"},{"path":"/reference/codeUNSDGTargets.html","id":null,"dir":"Reference","previous_headings":"","what":"codeUNSDGTargets — codeUNSDGTargets","title":"codeUNSDGTargets — codeUNSDGTargets","text":"value second-level list UN sustainable development goals (SDGs) (e.g. ‘1.1’)   External URL: https://unstats.un.org/sdgs/indicators/indicators-list/","code":""},{"path":"/reference/codeUNSDGTargets.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"codeUNSDGTargets — codeUNSDGTargets","text":"","code":"codeUNSDGTargets"},{"path":"/reference/codeUNSDGTargets.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"codeUNSDGTargets — codeUNSDGTargets","text":"data frame 169 rows 6 variables: code double code name character name description character description category double  category url character url status character status","code":""},{"path":"/reference/codeUNSDGTargets.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"codeUNSDGTargets — codeUNSDGTargets","text":"https://iatistandard.org/en/iati-standard/203/codelists/","code":""},{"path":"/reference/codeUNSDGTargets.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"codeUNSDGTargets — codeUNSDGTargets","text":"","code":"{ knitr::kable(head(codeUNSDGTargets, 10)) } #>  #>  #> |code |name                                                                                                                                                                                                                                                                                                                                                                      |description |category |url |status | #> |:----|:-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:-----------|:--------|:---|:------| #> |1.1  |By 2030, eradicate extreme poverty for all people everywhere, currently measured as people living on less than $1.25 a day                                                                                                                                                                                                                                                |NA          |NA       |NA  |active | #> |1.2  |By 2030, reduce at least by half the proportion of men, women and children of all ages living in poverty in all its dimensions according to national definitions                                                                                                                                                                                                          |NA          |NA       |NA  |active | #> |1.3  |Implement nationally appropriate social protection systems and measures for all, including floors, and by 2030 achieve substantial coverage of the poor and the vulnerable                                                                                                                                                                                                |NA          |NA       |NA  |active | #> |1.4  |By 2030, ensure that all men and women, in particular the poor and the vulnerable, have equal rights to economic resources, as well as access to basic services, ownership and control over land and other forms of property, inheritance, natural resources, appropriate new technology and financial services, including microfinance                                   |NA          |NA       |NA  |active | #> |1.5  |By 2030, build the resilience of the poor and those in vulnerable situations and reduce their exposure and vulnerability to climate-related extreme events and other economic, social and environmental shocks and disasters                                                                                                                                              |NA          |NA       |NA  |active | #> |1.a  |Ensure significant mobilization of resources from a variety of sources, including through enhanced development cooperation, in order to provide adequate and predictable means for developing countries, in particular least developed countries, to implement programmes and policies to end poverty in all its dimensions                                               |NA          |NA       |NA  |active | #> |1.b  |Create sound policy frameworks at the national, regional and international levels, based on pro-poor and gender-sensitive development strategies, to support accelerated investment in poverty eradication actions                                                                                                                                                        |NA          |NA       |NA  |active | #> |2.1  |By 2030, end hunger and ensure access by all people, in particular the poor and people in vulnerable situations, including infants, to safe, nutritious and sufficient food all year round                                                                                                                                                                                |NA          |NA       |NA  |active | #> |2.2  |By 2030, end all forms of malnutrition, including achieving, by 2025, the internationally agreed targets on stunting and wasting in children under 5 years of age, and address the nutritional needs of adolescent girls, pregnant and lactating women and older persons                                                                                                  |NA          |NA       |NA  |active | #> |2.3  |By 2030, double the agricultural productivity and incomes of small-scale food producers, in particular women, indigenous peoples, family farmers, pastoralists and fishers, including through secure and equal access to land, other productive resources and inputs, knowledge, financial services, markets and opportunities for value addition and non-farm employment |NA          |NA       |NA  |active |"},{"path":"/reference/dataActivity.html","id":null,"dir":"Reference","previous_headings":"","what":"dataActivity — dataActivity","title":"dataActivity — dataActivity","text":"Records activities since UNHCR Programme 2016 IATI format","code":""},{"path":"/reference/dataActivity.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"dataActivity — dataActivity","text":"","code":"dataActivity"},{"path":"/reference/dataActivity.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"dataActivity — dataActivity","text":"data frame 825 rows 45 variables: iati_identifier character globally unique identifier activity. reporting_org character organisation issuing report. May primary source (reporting activity donor, implementing agency, etc) secondary source (reporting activities another organisation). reporting_org_ref character Machine-readable identification string organisation issuing report. Must format RegistrationAgency-RegistrationNumber RegistrationAgency valid code Organisation Registration Agency code list RegistrationNumber valid identifier issued RegistrationAgency. reporting_org_type character type organisation issuing report. See IATI codelist values. reporting_org_secondary_reporter logical flag indicating reporting organisation activity acting secondary reporter. secondary reporter one reproduces data activities organisation directly responsible. include publisher officially assigned proxy report behalf another. title_eng character short, human-readable title contains meaningful summary activity. English title_fr character short, human-readable title contains meaningful summary activity. French title_es character short, human-readable title contains meaningful summary activity. Spanish title_zh character short, human-readable title contains meaningful summary activity. Chinese title_ru character short, human-readable title contains meaningful summary activity. Russian title_ar character short, human-readable title contains meaningful summary activity. Arabic description_type_1 character type description provided. required one general description activity reported. description_eng_1 character Description type 1 - English descriptionv_fr_1 character Description type 1 - French description_type_2 character COLUMN_DESCRIPTION description_eng_2 character COLUMN_DESCRIPTION descriptionv_fr_2 character COLUMN_DESCRIPTION activity_status_code double COLUMN_DESCRIPTION activity_date_1 date COLUMN_DESCRIPTION activity_date_type_1 double COLUMN_DESCRIPTION activity_date_2 date COLUMN_DESCRIPTION activity_date_type_2 double COLUMN_DESCRIPTION activity_date_3 date COLUMN_DESCRIPTION activity_date_type_3 double COLUMN_DESCRIPTION activity_date_4 date COLUMN_DESCRIPTION activity_date_type_4 double COLUMN_DESCRIPTION contact_info_type character COLUMN_DESCRIPTION contact_info_org character COLUMN_DESCRIPTION contact_info_email character COLUMN_DESCRIPTION contact_info_website character COLUMN_DESCRIPTION contact_info_mailing_address character COLUMN_DESCRIPTION activity_scope_code double activity_scope_code recipient_country_code character recipient_country_code alpha 2 letters recipient_country_pct logical percentage activity recipoent country recipient_country logical COLUMN_DESCRIPTION recipient_region_code double COLUMN_DESCRIPTION recipient_region_vocabulary double COLUMN_DESCRIPTION recipient_region_vocabulary_url character COLUMN_DESCRIPTION recipient_region_pct logical COLUMN_DESCRIPTION recipient_region character recipient_region collaboration_type_code double type collaboration involved activity’s disbursements, e.g. “bilateral” “multilateral”. default_flow_type_code double COLUMN_DESCRIPTION default_finance_type_code double COLUMN_DESCRIPTION default_tied_status_code double COLUMN_DESCRIPTION capital_spend double capital_spend year character iati id year iati_identifier_reg_ops character iati_identifier_reg_ops is_operation logical UNHCR Field Operation programmme character ID programme region programmme_lab character label programme region iati_identifier_ops character Operation identifier iso3c character iso 3 character country ops_type character type operation single country operation ctr_name character countyr name unhcr_region character unhcr region reporting_org_type_name character reporting_org_type_name reporting_org_type_description character reporting_org_type_description activity_status_name character activity_status_name activity_status_description character activity_status_description activity_scope_name character activity_scope_name activity_scope_description character activity_scope_description collaboration_type_name character collaboration_type_name collaboration_type_description character collaboration_type_description","code":""},{"path":"/reference/dataActivity.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"dataActivity — dataActivity","text":"https://iatistandard.org/en/iati-standard/203/activity-standard/iati-activities/iati-activity/","code":""},{"path":"/reference/dataActivity.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"dataActivity — dataActivity","text":"","code":"{ knitr::kable(head(dataActivity, 10)) } #>  #>  #> |iati_identifier           |reporting_org                                         |reporting_org_ref | reporting_org_type|reporting_org_secondary_reporter |title_eng                                                   |title_fr                                                       |title_es |title_zh |title_ru |title_ar | description_type_1|description_eng_1                                                                                                                           |descriptionv_fr_1                                                                                                                                                | description_type_2|description_eng_2                                                                                                                                                                                   |descriptionv_fr_2                                                                                                                                                                                                                                                       | activity_status_code|activity_date_1 | activity_date_type_1|activity_date_2 | activity_date_type_2|activity_date_3 | activity_date_type_3|activity_date_4 | activity_date_type_4|contact_info_type |contact_info_org                                      |contact_info_email |contact_info_website  |contact_info_mailing_address                      | activity_scope_code|recipient_country_code |recipient_country_pct |recipient_country | recipient_region_code| recipient_region_vocabulary|recipient_region_vocabulary_url         |recipient_region_pct |recipient_region             | collaboration_type_code| default_flow_type_code| default_finance_type_code| default_tied_status_code| capital_spend|year |iati_identifier_reg_ops |is_operation |programmme |programmme_lab               |iati_identifier_ops |iso3c |ops_type |ctr_name     |unhcr_region            |reporting_org_type_name |reporting_org_type_description |activity_status_name |activity_status_description                                            |activity_scope_name |activity_scope_description                   |collaboration_type_name |collaboration_type_description | #> |:-------------------------|:-----------------------------------------------------|:-----------------|------------------:|:--------------------------------|:-----------------------------------------------------------|:--------------------------------------------------------------|:--------|:--------|:--------|:--------|------------------:|:-------------------------------------------------------------------------------------------------------------------------------------------|:----------------------------------------------------------------------------------------------------------------------------------------------------------------|------------------:|:---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|--------------------:|:---------------|--------------------:|:---------------|--------------------:|:---------------|--------------------:|:---------------|--------------------:|:-----------------|:-----------------------------------------------------|:------------------|:---------------------|:-------------------------------------------------|-------------------:|:----------------------|:---------------------|:-----------------|---------------------:|---------------------------:|:---------------------------------------|:--------------------|:----------------------------|-----------------------:|----------------------:|-------------------------:|------------------------:|-------------:|:----|:-----------------------|:------------|:----------|:----------------------------|:-------------------|:-----|:--------|:------------|:-----------------------|:-----------------------|:------------------------------|:--------------------|:----------------------------------------------------------------------|:-------------------|:--------------------------------------------|:-----------------------|:------------------------------| #> |XM-DAC-41121-2016         |United Nations High Commissioner for Refugees (UNHCR) |XM-DAC-41121      |                 40|NA                               |UNHCR - The UN Refugee Agency (2016)                        |UNHCR - L'Agence des Nations Unies pour les réfugiés (2016)    |NA       |NA       |NA       |NA       |                  1|This is the overall activity for 2016 UNHCR operations.                                                                                     |Celle-ci est l'activité globale des opérations du HCR en 2016.                                                                                                   |                  3|UNHCR, the UN Refugee Agency, is a global organisation dedicated to saving lives, protecting rights and building a better future for refugees, forcibly displaced communities and stateless people. |Le HCR, l'Agence des Nations Unies pour les réfugiés, est une organisation internationale qui a pour mission de sauver des vies, de protéger les droits des réfugiés et de construire un avenir meilleur pour les réfugiés, les communautés déplacées et les apatrides. |                    4|2016-12-31      |                    4|2016-01-01      |                    2|2016-01-01      |                    1|2016-12-31      |                    3|1                 |United Nations High Commissioner for Refugees (UNHCR) |IATI@unhcr.org     |http://www.unhcr.org/ |Case Postale 2500, CH-1211 Genève 2 Dépôt, Suisse |                   1|NA                     |NA                    |NA                |                     1|                           2|NA                                      |NA                   |World                        |                       4|                     10|                       110|                        5|             0|2016 |                        |FALSE        |           |                             |                    |      |         |NA           |NA                      |Multilateral            |NA                             |Closed               |Physical activity is complete or the final disbursement has been made. |Global              |The activity scope is global                 |Multilateral outflows   |NA                             | #> |XM-DAC-41121-2016-AFR     |United Nations High Commissioner for Refugees (UNHCR) |XM-DAC-41121      |                 40|NA                               |UNHCR operations in Africa (2016)                           |Opérations du HCR en Afrique (2016)                            |NA       |NA       |NA       |NA       |                  1|This activity shows details of the UNHCR operations in Africa for 2016 including broadly earmarked contributions.                           |Cette activité montre les détails des opérations du HCR en Afrique pour 2016, y compris les financements affectés au niveau régional.                            |                  3|UNHCR, the UN Refugee Agency, is a global organisation dedicated to saving lives, protecting rights and building a better future for refugees, forcibly displaced communities and stateless people. |Le HCR, l'Agence des Nations Unies pour les réfugiés, est une organisation internationale qui a pour mission de sauver des vies, de protéger les droits des réfugiés et de construire un avenir meilleur pour les réfugiés, les communautés déplacées et les apatrides. |                    4|2016-01-01      |                    1|2016-01-01      |                    2|2016-12-31      |                    3|2016-12-31      |                    4|1                 |United Nations High Commissioner for Refugees (UNHCR) |IATI@unhcr.org     |http://www.unhcr.org/ |Case Postale 2500, CH-1211 Genève 2 Dépôt, Suisse |                   2|NA                     |NA                    |NA                |                    NA|                          99|http://www.unhcr.org/where-we-work.html |NA                   |Africa                       |                       4|                     10|                       110|                        5|             0|2016 |AFR                     |FALSE        |AFR        |Africa                       |                    |      |         |NA           |NA                      |Multilateral            |NA                             |Closed               |Physical activity is complete or the final disbursement has been made. |Regional            |The activity scope is a supranational region |Multilateral outflows   |NA                             | #> |XM-DAC-41121-2016-AME     |United Nations High Commissioner for Refugees (UNHCR) |XM-DAC-41121      |                 40|NA                               |UNHCR operations in the Americas (2016)                     |Opérations du HCR dans les Amériques (2016)                    |NA       |NA       |NA       |NA       |                  1|This activity shows details of the UNHCR operations in the Americas for 2016 including broadly earmarked contributions.                     |Cette activité montre les détails des opérations du HCR dans les Amériques pour 2016, y compris les financements affectés au niveau régional.                    |                  3|UNHCR, the UN Refugee Agency, is a global organisation dedicated to saving lives, protecting rights and building a better future for refugees, forcibly displaced communities and stateless people. |Le HCR, l'Agence des Nations Unies pour les réfugiés, est une organisation internationale qui a pour mission de sauver des vies, de protéger les droits des réfugiés et de construire un avenir meilleur pour les réfugiés, les communautés déplacées et les apatrides. |                    4|2016-01-01      |                    1|2016-01-01      |                    2|2016-12-31      |                    3|2016-12-31      |                    4|1                 |United Nations High Commissioner for Refugees (UNHCR) |IATI@unhcr.org     |http://www.unhcr.org/ |Case Postale 2500, CH-1211 Genève 2 Dépôt, Suisse |                   2|NA                     |NA                    |NA                |                    NA|                          99|http://www.unhcr.org/where-we-work.html |NA                   |The Americas                 |                       4|                     10|                       110|                        5|             0|2016 |AME                     |FALSE        |AME        |The Americas                 |                    |      |         |NA           |NA                      |Multilateral            |NA                             |Closed               |Physical activity is complete or the final disbursement has been made. |Regional            |The activity scope is a supranational region |Multilateral outflows   |NA                             | #> |XM-DAC-41121-2016-ASO     |United Nations High Commissioner for Refugees (UNHCR) |XM-DAC-41121      |                 40|NA                               |UNHCR operations in Asia and the Pacific (2016)             |Opérations du HCR en Asie et dans le Pacifique (2016)          |NA       |NA       |NA       |NA       |                  1|This activity shows details of the UNHCR operations in Asia and the Pacific for 2016 including broadly earmarked contributions.             |Cette activité montre les détails des opérations du HCR en Asie et dans le Pacifique pour 2016, y compris les financements affectés au niveau régional.          |                  3|UNHCR, the UN Refugee Agency, is a global organisation dedicated to saving lives, protecting rights and building a better future for refugees, forcibly displaced communities and stateless people. |Le HCR, l'Agence des Nations Unies pour les réfugiés, est une organisation internationale qui a pour mission de sauver des vies, de protéger les droits des réfugiés et de construire un avenir meilleur pour les réfugiés, les communautés déplacées et les apatrides. |                    4|2016-12-31      |                    4|2016-01-01      |                    1|2016-12-31      |                    3|2016-01-01      |                    2|1                 |United Nations High Commissioner for Refugees (UNHCR) |IATI@unhcr.org     |http://www.unhcr.org/ |Case Postale 2500, CH-1211 Genève 2 Dépôt, Suisse |                   2|NA                     |NA                    |NA                |                    NA|                          99|http://www.unhcr.org/where-we-work.html |NA                   |Asia and the Pacific         |                       4|                     10|                       110|                        5|             0|2016 |ASO                     |FALSE        |ASO        |Asia and the Pacific         |                    |      |         |NA           |NA                      |Multilateral            |NA                             |Closed               |Physical activity is complete or the final disbursement has been made. |Regional            |The activity scope is a supranational region |Multilateral outflows   |NA                             | #> |XM-DAC-41121-2016-EUR     |United Nations High Commissioner for Refugees (UNHCR) |XM-DAC-41121      |                 40|NA                               |UNHCR operations in Europe (2016)                           |Opérations du HCR en Europe (2016)                             |NA       |NA       |NA       |NA       |                  1|This activity shows details of the UNHCR operations in Europe for 2016 including including broadly earmarked contributions.                 |Cette activité montre les détails des opérations du HCR en Europe pour 2016, y compris les financements affectés au niveau régional.                             |                  3|UNHCR, the UN Refugee Agency, is a global organisation dedicated to saving lives, protecting rights and building a better future for refugees, forcibly displaced communities and stateless people. |Le HCR, l'Agence des Nations Unies pour les réfugiés, est une organisation internationale qui a pour mission de sauver des vies, de protéger les droits des réfugiés et de construire un avenir meilleur pour les réfugiés, les communautés déplacées et les apatrides. |                    4|2016-01-01      |                    2|2016-12-31      |                    4|2016-01-01      |                    1|2016-12-31      |                    3|1                 |United Nations High Commissioner for Refugees (UNHCR) |IATI@unhcr.org     |http://www.unhcr.org/ |Case Postale 2500, CH-1211 Genève 2 Dépôt, Suisse |                   2|NA                     |NA                    |NA                |                    NA|                          99|http://www.unhcr.org/where-we-work.html |NA                   |Europe                       |                       4|                     10|                       110|                        5|             0|2016 |EUR                     |FALSE        |EUR        |Europe                       |                    |      |         |NA           |NA                      |Multilateral            |NA                             |Closed               |Physical activity is complete or the final disbursement has been made. |Regional            |The activity scope is a supranational region |Multilateral outflows   |NA                             | #> |XM-DAC-41121-2016-MENA    |United Nations High Commissioner for Refugees (UNHCR) |XM-DAC-41121      |                 40|NA                               |UNHCR operations in the Middle East and North Africa (2016) |Opérations du HCR au Moyen-Orient et au Afrique du Nord (2016) |NA       |NA       |NA       |NA       |                  1|This activity shows details of the UNHCR operations in the Middle East and North Africa for 2016 including broadly earmarked contributions. |Cette activité montre les détails des opérations du HCR au Moyen-Orient et au Afrique du Nord pour 2016, y compris les financements affectés au niveau régional. |                  3|UNHCR, the UN Refugee Agency, is a global organisation dedicated to saving lives, protecting rights and building a better future for refugees, forcibly displaced communities and stateless people. |Le HCR, l'Agence des Nations Unies pour les réfugiés, est une organisation internationale qui a pour mission de sauver des vies, de protéger les droits des réfugiés et de construire un avenir meilleur pour les réfugiés, les communautés déplacées et les apatrides. |                    4|2016-01-01      |                    1|2016-12-31      |                    4|2016-01-01      |                    2|2016-12-31      |                    3|1                 |United Nations High Commissioner for Refugees (UNHCR) |IATI@unhcr.org     |http://www.unhcr.org/ |Case Postale 2500, CH-1211 Genève 2 Dépôt, Suisse |                   2|NA                     |NA                    |NA                |                    NA|                          99|http://www.unhcr.org/where-we-work.html |NA                   |Middle East and North Africa |                       4|                     10|                       110|                        5|             0|2016 |MENA                    |FALSE        |MENA       |Middle East and North Africa |                    |      |         |NA           |NA                      |Multilateral            |NA                             |Closed               |Physical activity is complete or the final disbursement has been made. |Regional            |The activity scope is a supranational region |Multilateral outflows   |NA                             | #> |XM-DAC-41121-2016-AFR-AGO |United Nations High Commissioner for Refugees (UNHCR) |XM-DAC-41121      |                 40|NA                               |UNHCR Operation in Angola (2016)                            |L'opération du HCR en Angola (2016)                            |NA       |NA       |NA       |NA       |                  1|This activity shows details of the UNHCR operation in Angola for 2016 including the budget, funding, expenditure and results.               |Cette activité montre les détails de l'opération du HCR en Angola pour 2016, y compris le budget, les financements, les dépenses et les résultats.               |                  3|UNHCR, the UN Refugee Agency, is a global organisation dedicated to saving lives, protecting rights and building a better future for refugees, forcibly displaced communities and stateless people. |Le HCR, l'Agence des Nations Unies pour les réfugiés, est une organisation internationale qui a pour mission de sauver des vies, de protéger les droits des réfugiés et de construire un avenir meilleur pour les réfugiés, les communautés déplacées et les apatrides. |                    4|2016-12-31      |                    4|2016-01-01      |                    2|2016-01-01      |                    1|2016-12-31      |                    3|1                 |United Nations High Commissioner for Refugees (UNHCR) |IATI@unhcr.org     |http://www.unhcr.org/ |Case Postale 2500, CH-1211 Genève 2 Dépôt, Suisse |                   4|AO                     |NA                    |NA                |                    NA|                          NA|NA                                      |NA                   |NA                           |                       4|                     10|                       110|                        5|             0|2016 |AFR-AGO                 |TRUE         |AFR        |Africa                       |AGO                 |AGO   |         |Angola       |Southern Africa         |Multilateral            |NA                             |Closed               |Physical activity is complete or the final disbursement has been made. |National            |The activity scope covers one country        |Multilateral outflows   |NA                             | #> |XM-DAC-41121-2016-AFR-BDI |United Nations High Commissioner for Refugees (UNHCR) |XM-DAC-41121      |                 40|NA                               |UNHCR Operation in Burundi (2016)                           |L'opération du HCR au Burundi (2016)                           |NA       |NA       |NA       |NA       |                  1|This activity shows details of the UNHCR operation in Burundi for 2016 including the budget, funding, expenditure and results.              |Cette activité montre les détails de l'opération du HCR au Burundi pour 2016, y compris le budget, les financements, les dépenses et les résultats.              |                  3|UNHCR, the UN Refugee Agency, is a global organisation dedicated to saving lives, protecting rights and building a better future for refugees, forcibly displaced communities and stateless people. |Le HCR, l'Agence des Nations Unies pour les réfugiés, est une organisation internationale qui a pour mission de sauver des vies, de protéger les droits des réfugiés et de construire un avenir meilleur pour les réfugiés, les communautés déplacées et les apatrides. |                    4|2016-01-01      |                    1|2016-12-31      |                    4|2016-01-01      |                    2|2016-12-31      |                    3|1                 |United Nations High Commissioner for Refugees (UNHCR) |IATI@unhcr.org     |http://www.unhcr.org/ |Case Postale 2500, CH-1211 Genève 2 Dépôt, Suisse |                   4|BI                     |NA                    |NA                |                    NA|                          NA|NA                                      |NA                   |NA                           |                       4|                     10|                       110|                        5|             0|2016 |AFR-BDI                 |TRUE         |AFR        |Africa                       |BDI                 |BDI   |         |Burundi      |East and Horn of Africa |Multilateral            |NA                             |Closed               |Physical activity is complete or the final disbursement has been made. |National            |The activity scope covers one country        |Multilateral outflows   |NA                             | #> |XM-DAC-41121-2016-AFR-BFA |United Nations High Commissioner for Refugees (UNHCR) |XM-DAC-41121      |                 40|NA                               |UNHCR Operation in Burkina Faso (2016)                      |L'opération du HCR au Burkina Faso (2016)                      |NA       |NA       |NA       |NA       |                  1|This activity shows details of the UNHCR operation in Burkina Faso for 2016 including the budget, funding, expenditure and results.         |Cette activité montre les détails de l'opération du HCR au Burkina Faso pour 2016, y compris le budget, les financements, les dépenses et les résultats.         |                  3|UNHCR, the UN Refugee Agency, is a global organisation dedicated to saving lives, protecting rights and building a better future for refugees, forcibly displaced communities and stateless people. |Le HCR, l'Agence des Nations Unies pour les réfugiés, est une organisation internationale qui a pour mission de sauver des vies, de protéger les droits des réfugiés et de construire un avenir meilleur pour les réfugiés, les communautés déplacées et les apatrides. |                    4|2016-01-01      |                    1|2016-12-31      |                    4|2016-12-31      |                    3|2016-01-01      |                    2|1                 |United Nations High Commissioner for Refugees (UNHCR) |IATI@unhcr.org     |http://www.unhcr.org/ |Case Postale 2500, CH-1211 Genève 2 Dépôt, Suisse |                   4|BF                     |NA                    |NA                |                    NA|                          NA|NA                                      |NA                   |NA                           |                       4|                     10|                       110|                        5|             0|2016 |AFR-BFA                 |TRUE         |AFR        |Africa                       |BFA                 |BFA   |         |Burkina Faso |West and Central Africa |Multilateral            |NA                             |Closed               |Physical activity is complete or the final disbursement has been made. |National            |The activity scope covers one country        |Multilateral outflows   |NA                             | #> |XM-DAC-41121-2016-AFR-BWA |United Nations High Commissioner for Refugees (UNHCR) |XM-DAC-41121      |                 40|NA                               |UNHCR Operation in Botswana (2016)                          |L'opération du HCR au Botswana (2016)                          |NA       |NA       |NA       |NA       |                  1|This activity shows details of the UNHCR operation in Botswana for 2016 including the budget, funding, expenditure and results.             |Cette activité montre les détails de l'opération du HCR au Botswana pour 2016, y compris le budget, les financements, les dépenses et les résultats.             |                  3|UNHCR, the UN Refugee Agency, is a global organisation dedicated to saving lives, protecting rights and building a better future for refugees, forcibly displaced communities and stateless people. |Le HCR, l'Agence des Nations Unies pour les réfugiés, est une organisation internationale qui a pour mission de sauver des vies, de protéger les droits des réfugiés et de construire un avenir meilleur pour les réfugiés, les communautés déplacées et les apatrides. |                    4|2016-01-01      |                    1|2016-01-01      |                    2|2016-12-31      |                    3|2016-12-31      |                    4|1                 |United Nations High Commissioner for Refugees (UNHCR) |IATI@unhcr.org     |http://www.unhcr.org/ |Case Postale 2500, CH-1211 Genève 2 Dépôt, Suisse |                   4|BW                     |NA                    |NA                |                    NA|                          NA|NA                                      |NA                   |NA                           |                       4|                     10|                       110|                        5|             0|2016 |AFR-BWA                 |TRUE         |AFR        |Africa                       |BWA                 |BWA   |         |Botswana     |Southern Africa         |Multilateral            |NA                             |Closed               |Physical activity is complete or the final disbursement has been made. |National            |The activity scope covers one country        |Multilateral outflows   |NA                             |"},{"path":"/reference/dataBudget.html","id":null,"dir":"Reference","previous_headings":"","what":"dataBudget — dataBudget","title":"dataBudget — dataBudget","text":"Display budget 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NA|2016-01-01          |2016-12-31        |USD             |2017-06-15        |      3721490|NA               |NA                      |NA                 |NA                        | #> |XM-DAC-41121-2016-AFR-BDI   |          NA|            NA|2016-01-01          |2016-12-31        |USD             |2017-06-15        |     34538842|NA               |NA                      |NA                 |NA                        | #> |XM-DAC-41121-2016-AFR-BFA   |          NA|            NA|2016-01-01          |2016-12-31        |USD             |2017-06-15        |     21679176|NA               |NA                      |NA                 |NA                        | #> |XM-DAC-41121-2016-AFR-BWA   |          NA|            NA|2016-01-01          |2016-12-31        |USD             |2017-06-15        |      3333215|NA               |NA                      |NA                 |NA                        | #> |XM-DAC-41121-2016-AFR-CAF   |          NA|            NA|2016-01-01          |2016-12-31        |USD             |2017-06-15        |     57558704|NA               |NA                      |NA                 |NA                        | #> |XM-DAC-41121-2016-AFR-CIV   |          NA|            NA|2016-01-01          |2016-12-31        |USD             |2017-06-15        |     30785020|NA               |NA                      |NA                 |NA                        | #> |XM-DAC-41121-2016-AFR-CMR   |          NA|            NA|2016-01-01          |2016-12-31        |USD             |2017-06-15        |     98624603|NA               |NA                      |NA                 |NA                        | #> |XM-DAC-41121-2016-AFR-CODRO |          NA|            NA|2016-01-01          |2016-12-31        |USD             |2017-06-15        |    209710336|NA               |NA                      |NA                 |NA                        | #> |XM-DAC-41121-2016-AFR-COG   |          NA|            NA|2016-01-01          |2016-12-31        |USD             |2017-06-15        |     32000000|NA               |NA                      |NA                 |NA                        | #> |XM-DAC-41121-2016-AFR-DJI   |          NA|            NA|2016-01-01          |2016-12-31        |USD             |2017-06-15        |     31987830|NA               |NA                      |NA                 |NA                        |"},{"path":"/reference/dataDefault_aid_type.html","id":null,"dir":"Reference","previous_headings":"","what":"dataDefault_aid_type — dataDefault_aid_type","title":"dataDefault_aid_type — dataDefault_aid_type","text":"Default_aid_type","code":""},{"path":"/reference/dataDefault_aid_type.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"dataDefault_aid_type — dataDefault_aid_type","text":"","code":"dataDefault_aid_type"},{"path":"/reference/dataDefault_aid_type.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"dataDefault_aid_type — dataDefault_aid_type","text":"data frame iati_identifier character globally unique identifier activity. default_aid_type_code character aid_type_code default_aid_type_vocabulary logical aid_type_vocabulary","code":""},{"path":"/reference/dataDefault_aid_type.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"dataDefault_aid_type — dataDefault_aid_type","text":"https://iatistandard.org/en/iati-standard/203/","code":""},{"path":"/reference/dataDefault_aid_type.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"dataDefault_aid_type — dataDefault_aid_type","text":"","code":"{ knitr::kable(head(dataDefault_aid_type, 10)) } #>  #>  #> |iati_identifier           |default_aid_type_code |default_aid_type_vocabulary | #> |:-------------------------|:---------------------|:---------------------------| #> |XM-DAC-41121-2016         |B02                   |NA                          | #> |XM-DAC-41121-2016-AFR     |B02                   |NA                          | #> |XM-DAC-41121-2016-AME     |B02                   |NA                          | #> |XM-DAC-41121-2016-ASO     |B02                   |NA                          | #> |XM-DAC-41121-2016-EUR     |B02                   |NA                          | #> |XM-DAC-41121-2016-MENA    |B02                   |NA                          | #> |XM-DAC-41121-2016-AFR-AGO |B02                   |NA                          | #> |XM-DAC-41121-2016-AFR-BDI |B02                   |NA                          | #> |XM-DAC-41121-2016-AFR-BFA |B02                   |NA                          | #> |XM-DAC-41121-2016-AFR-BWA |B02                   |NA                          |"},{"path":"/reference/dataDocument_link.html","id":null,"dir":"Reference","previous_headings":"","what":"dataDocument_link — dataDocument_link","title":"dataDocument_link — dataDocument_link","text":"Links additional documents relation programme","code":""},{"path":"/reference/dataDocument_link.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"dataDocument_link — dataDocument_link","text":"","code":"dataDocument_link"},{"path":"/reference/dataDocument_link.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"dataDocument_link — dataDocument_link","text":"data frame 4722 rows 7 variables: iati_identifier character globally unique identifier activity. document_url character document_url document_format character COLUMN_DESCRIPTION document_title character COLUMN_DESCRIPTION document_category_code character COLUMN_DESCRIPTION document_language_code character COLUMN_DESCRIPTION document_date character COLUMN_DESCRIPTION","code":""},{"path":"/reference/dataDocument_link.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"dataDocument_link — dataDocument_link","text":"https://iatistandard.org/en/iati-standard/203/","code":""},{"path":"/reference/dataDocument_link.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"dataDocument_link — dataDocument_link","text":"","code":"{ knitr::kable(head(dataDocument_link, 10)) } #>  #>  #> |iati_identifier   |document_url                                                                                  |document_format |document_title                                                           |document_category_code |document_language_code |document_date | #> |:-----------------|:---------------------------------------------------------------------------------------------|:---------------|:------------------------------------------------------------------------|:----------------------|:----------------------|:-------------| #> |XM-DAC-41121-2016 |http://reporting.unhcr.org/sites/default/files/gr2016/pdf/Book_GR_2016_ENGLISH_complete.pdf   |application/pdf |UNHCR Global Report 2016                                                 |B01                    |en                     |2020-02-16    | #> |XM-DAC-41121-2016 |http://reporting.unhcr.org/node/18991                                                         |text/html       |Use of Unearmarked Funding in 2016                                       |B01                    |en                     |2020-02-16    | #> |XM-DAC-41121-2016 |http://reporting.unhcr.org/sites/default/files/gr2016/pdf/fr/Book_GR_2016_FRENCH_Complete.pdf |application/pdf |UNHCR Rapport Global 2016                                                |B01                    |fr                     |2020-02-16    | #> |XM-DAC-41121-2016 |http://reporting.unhcr.org/node/15495                                                         |text/html       |Emerging Resettlement Countries Joint Support Mechanism (ERCM)           |B02                    |en                     |2020-02-16    | #> |XM-DAC-41121-2016 |http://reporting.unhcr.org/node/15535                                                         |text/html       |Multi-Year Pilots Promoting Solutions 2016-2019                          |B02                    |en                     |2020-02-16    | #> |XM-DAC-41121-2016 |http://www.unhcr.org/ga16/index.xml                                                           |text/html       |UNHCR Global Appeal 2016-2017                                            |B02                    |en                     |2020-02-16    | #> |XM-DAC-41121-2016 |http://www.unhcr.org/fr/ga16/index.xml                                                        |text/html       |UNHCR Appel Global 2016-2017                                             |B02                    |fr                     |2020-02-16    | #> |XM-DAC-41121-2016 |http://reporting.unhcr.org/node/16975                                                         |text/html       |2006 - 2015 Ten Years of Reforms                                         |B09                    |en                     |2020-02-16    | #> |XM-DAC-41121-2016 |http://reporting.unhcr.org/node/16934                                                         |text/html       |#Ibelong Campaign to End Statelessness Special Appeal                    |B12                    |en                     |2020-02-16    | #> |XM-DAC-41121-2016 |http://reporting.unhcr.org/node/14017                                                         |text/html       |Building Resilience and Solutions for Afghan refugees in South-West Asia |B12                    |en                     |2020-02-16    |"},{"path":"/reference/dataHumanitarian_scope.html","id":null,"dir":"Reference","previous_headings":"","what":"dataHumanitarian_scope — dataHumanitarian_scope","title":"dataHumanitarian_scope — dataHumanitarian_scope","text":"DATASET_DESCRIPTION","code":""},{"path":"/reference/dataHumanitarian_scope.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"dataHumanitarian_scope — dataHumanitarian_scope","text":"","code":"dataHumanitarian_scope"},{"path":"/reference/dataHumanitarian_scope.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"dataHumanitarian_scope — dataHumanitarian_scope","text":"data frame 1578 rows 8 variables: iati_identifier character globally unique identifier activity. humanitarian_scope_type character COLUMN_DESCRIPTION humanitarian_scope_vocabulary character COLUMN_DESCRIPTION humanitarian_scope_vocabulary_uri character COLUMN_DESCRIPTION humanitarian_scope_code character COLUMN_DESCRIPTION humanitarian_scope_pct logical COLUMN_DESCRIPTION humanitarian_scope_desc_eng character COLUMN_DESCRIPTION humanitarian_scope_desc_fr character 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|:-------------------------|:-----------------------|:-----------------------------|:---------------------------------------|:--------------------------|:----------------------|:-----------------------------------------------------------------------|:--------------------------| #> |XM-DAC-41121-2016         |2                       |99                            |http://reporting.unhcr.org/publications |GLOBAL-APPEAL-2016-2017    |NA                     |Global Appeal 2016-2017                                                 |Appel global 2016-2017     | #> |XM-DAC-41121-2016-AFR     |2                       |99                            |http://reporting.unhcr.org/node/15206   |BURUNDI-SITUATION-2016     |NA                     |BURUNDI SITUATION Supplementary Appeal January - December 2016          |NA                         | #> |XM-DAC-41121-2016-AFR     |2                       |99                            |http://reporting.unhcr.org/publications |GLOBAL-APPEAL-2016-2017    |NA                     |Global Appeal 2016-2017                                                 |Appel global 2016-2017     | #> |XM-DAC-41121-2016-AFR     |2                       |99                            |http://reporting.unhcr.org/node/20748   |SOUTH-SUDAN-SITUATION-2016 |NA                     |SOUTH SUDAN SITUATION Supplementary Appeal January - December 2016      |NA                         | #> |XM-DAC-41121-2016-AME     |2                       |99                            |http://reporting.unhcr.org/publications |GLOBAL-APPEAL-2016-2017    |NA                     |Global Appeal 2016-2017                                                 |Appel global 2016-2017     | #> |XM-DAC-41121-2016-AME     |2                       |99                            |http://reporting.unhcr.org/node/13944   |NTCA-SITUATION-2016        |NA                     |Regional Response to the Northern Triangle of Central America Situation |NA                         | #> |XM-DAC-41121-2016-ASO     |2                       |99                            |http://reporting.unhcr.org/publications |GLOBAL-APPEAL-2016-2017    |NA                     |Global Appeal 2016-2017                                                 |Appel global 2016-2017     | #> |XM-DAC-41121-2016-EUR     |2                       |99                            |http://reporting.unhcr.org/publications |GLOBAL-APPEAL-2016-2017    |NA                     |Global Appeal 2016-2017                                                 |Appel global 2016-2017     | #> |XM-DAC-41121-2016-MENA    |2                       |99                            |http://reporting.unhcr.org/publications |GLOBAL-APPEAL-2016-2017    |NA                     |Global Appeal 2016-2017                                                 |Appel global 2016-2017     | #> |XM-DAC-41121-2016-AFR-AGO |2                       |99                            |http://reporting.unhcr.org/publications |GLOBAL-APPEAL-2016-2017    |NA                     |Global Appeal 2016-2017                                                 |Appel global 2016-2017     |"},{"path":"/reference/dataLocation.html","id":null,"dir":"Reference","previous_headings":"","what":"dataLocation — dataLocation","title":"dataLocation — dataLocation","text":"DATASET_DESCRIPTION","code":""},{"path":"/reference/dataLocation.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"dataLocation — dataLocation","text":"","code":"dataLocation"},{"path":"/reference/dataLocation.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"dataLocation — dataLocation","text":"data frame iati_identifier character globally unique identifier activity. location_ref character COLUMN_DESCRIPTION location_reach character COLUMN_DESCRIPTION location_id_vocabulary logical COLUMN_DESCRIPTION location_id_code logical COLUMN_DESCRIPTION location_name character COLUMN_DESCRIPTION location_activity_descr logical COLUMN_DESCRIPTION location_adm_vocabulary logical COLUMN_DESCRIPTION location_adm_level logical COLUMN_DESCRIPTION location_adm_code logical COLUMN_DESCRIPTION location_lat character COLUMN_DESCRIPTION location_long character COLUMN_DESCRIPTION location_exactness_code character COLUMN_DESCRIPTION location_class_code character COLUMN_DESCRIPTION location_feature_designation_code logical COLUMN_DESCRIPTION","code":""},{"path":"/reference/dataLocation.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"dataLocation — dataLocation","text":"https://iatistandard.org/en/iati-standard/203/","code":""},{"path":"/reference/dataLocation.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"dataLocation — dataLocation","text":"","code":"{ knitr::kable(head(dataLocation, 10)) } #>  #>  #> |iati_identifier           |location_ref |location_reach |location_id_vocabulary |location_id_code |location_name |location_activity_descr |location_adm_vocabulary |location_adm_level |location_adm_code |location_lat |location_long |location_exactness_code |location_class_code |location_feature_designation_code | #> |:-------------------------|:------------|:--------------|:----------------------|:----------------|:-------------|:-----------------------|:-----------------------|:------------------|:-----------------|:------------|:-------------|:-----------------------|:-------------------|:---------------------------------| #> |XM-DAC-41121-2016         |CHEP000332   |1              |NA                     |NA               |HQ Geneva     |NA                      |NA                      |NA                 |NA                |46.2204      |6.1412        |1                       |3                   |NA                                | #> |XM-DAC-41121-2016-AFR     |SENP000307   |1              |NA                     |NA               |Dakar         |NA                      |NA                      |NA                 |NA                |14.7297      |-17.4638      |1                       |3                   |NA                                | #> |XM-DAC-41121-2016-AFR     |KENP000579   |1              |NA                     |NA               |Nairobi       |NA                      |NA                      |NA                 |NA                |-1.2283      |36.7613       |1                       |3                   |NA                                | #> |XM-DAC-41121-2016-AFR     |ZAFP000279   |1              |NA                     |NA               |Pretoria      |NA                      |NA                      |NA                 |NA                |-25.73       |28.217        |1                       |3                   |NA                                | #> |XM-DAC-41121-2016-AME     |PANP000747   |1              |NA                     |NA               |Panamá        |NA                      |NA                      |NA                 |NA                |9.0029       |-79.5172      |1                       |3                   |NA                                | #> |XM-DAC-41121-2016-ASO     |THAP000346   |1              |NA                     |NA               |Bangkok       |NA                      |NA                      |NA                 |NA                |13.7438      |100.5479      |1                       |3                   |NA                                | #> |XM-DAC-41121-2016-EUR     |CHEP000332   |1              |NA                     |NA               |Geneva        |NA                      |NA                      |NA                 |NA                |46.2204      |6.1412        |1                       |3                   |NA                                | #> |XM-DAC-41121-2016-MENA    |JORP000901   |1              |NA                     |NA               |Amman         |NA                      |NA                      |NA                 |NA                |31.9648      |35.842        |1                       |3                   |NA                                | #> |XM-DAC-41121-2016-AFR-AGO |AGOp000026   |1              |NA                     |NA               |Dundo         |NA                      |NA                      |NA                 |NA                |-7.35        |20.8217       |1                       |3                   |NA                                | #> |XM-DAC-41121-2016-AFR-AGO |AGOp000019   |1              |NA                     |NA               |Luanda        |NA                      |NA                      |NA                 |NA                |-8.8299      |13.233        |1                       |3                   |NA                                |"},{"path":"/reference/dataParticipating_org.html","id":null,"dir":"Reference","previous_headings":"","what":"participating_org — dataParticipating_org","title":"participating_org — dataParticipating_org","text":"organisation involved activity. May donor, fund, agency, etc.  Specifying ref identifier strongly recommended. May contain organisation name narrative.  reporting organisation plays role activity repeated . One organisation may play one role (eg, funding implementing): case role reported name organisation repeated.","code":""},{"path":"/reference/dataParticipating_org.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"participating_org — dataParticipating_org","text":"","code":"dataParticipating_org"},{"path":"/reference/dataParticipating_org.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"participating_org — dataParticipating_org","text":"data frame iati_identifier character globally unique identifier activity. participating_org_eng character COLUMN_DESCRIPTION participating_org_ref character Machine-readable identification string organisation issuing report. Must format RegistrationAgency-RegistrationNumber RegistrationAgency valid code Organisation Registration Agency code list RegistrationNumber valid identifier issued RegistrationAgency. present narrative MUST contain name organisation. participating_org_type double type organisation issuing report. See IATI codelist codeOrganisationType values. participating_org_role double IATI code describing organisation’s role activity (donor, agency, etc.). see codeOrganisationRole participating_org_activity_id logical valid activity identifier published participating organisation points activity published IATI describes role activity. participating_org_crs_channel_code logical CRS++ Reporting Directives code identifies implementing agency. Codes ending ‘00’ generic similar OrganisationType code. participating_org_type_name character COLUMN_DESCRIPTION participating_org_type_description character COLUMN_DESCRIPTION participating_org_role_name character COLUMN_DESCRIPTION participating_org_role_description character COLUMN_DESCRIPTION","code":""},{"path":"/reference/dataParticipating_org.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"participating_org — dataParticipating_org","text":"https://iatistandard.org/en/iati-standard/203/","code":""},{"path":"/reference/dataParticipating_org.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"participating_org — dataParticipating_org","text":"","code":"{ knitr::kable(head(dataParticipating_org, 10)) } #>  #>  #> |iati_identifier   |participating_org_eng                                 |participating_org_ref | participating_org_type| participating_org_role|participating_org_activity_id |participating_org_crs_channel_code |participating_org_type_name |participating_org_type_description |participating_org_role_name |participating_org_role_description                                         | #> |:-----------------|:-----------------------------------------------------|:---------------------|----------------------:|----------------------:|:-----------------------------|:----------------------------------|:---------------------------|:----------------------------------|:---------------------------|:--------------------------------------------------------------------------| #> |XM-DAC-41121-2016 |United Nations High Commissioner for Refugees (UNHCR) |XM-DAC-41121          |                     40|                      4|NA                            |NA                                 |Multilateral                |NA                                 |Implementing                |The organisation that physically carries out the activity or intervention. | #> |XM-DAC-41121-2016 |Australia for UNHCR                                   |NA                    |                     22|                      1|NA                            |NA                                 |National NGO                |NA                                 |Funding                     |The government or organisation which provides funds to the activity.       | #> |XM-DAC-41121-2016 |España con ACNUR                                      |NA                    |                     22|                      1|NA                            |NA                                 |National NGO                |NA                                 |Funding                     |The government or organisation which provides funds to the activity.       | #> |XM-DAC-41121-2016 |Japan for UNHCR                                       |NA                    |                     22|                      1|NA                            |NA                                 |National NGO                |NA                                 |Funding                     |The government or organisation which provides funds to the activity.       | #> |XM-DAC-41121-2016 |Sweden for UNHCR                                      |NA                    |                     22|                      1|NA                            |NA                                 |National NGO                |NA                                 |Funding                     |The government or organisation which provides funds to the activity.       | #> |XM-DAC-41121-2016 |UNO-Flüchtlingshilfe                                  |NA                    |                     22|                      1|NA                            |NA                                 |National NGO                |NA                                 |Funding                     |The government or organisation which provides funds to the activity.       | #> |XM-DAC-41121-2016 |USA for UNHCR                                         |NA                    |                     22|                      1|NA                            |NA                                 |National NGO                |NA                                 |Funding                     |The government or organisation which provides funds to the activity.       | #> |XM-DAC-41121-2016 |Government of Kuwait                                  |NA                    |                     10|                      1|NA                            |NA                                 |Government                  |NA                                 |Funding                     |The government or organisation which provides funds to the activity.       | #> |XM-DAC-41121-2016 |Government of Portugal                                |NA                    |                     10|                      1|NA                            |NA                                 |Government                  |NA                                 |Funding                     |The government or organisation which provides funds to the activity.       | #> |XM-DAC-41121-2016 |Government of France                                  |NA                    |                     10|                      1|NA                            |NA                                 |Government                  |NA                                 |Funding                     |The government or organisation which provides funds to the activity.       |"},{"path":"/reference/dataRelated_activity.html","id":null,"dir":"Reference","previous_headings":"","what":"dataRelated_activity — dataRelated_activity","title":"dataRelated_activity — dataRelated_activity","text":"DATASET_DESCRIPTION","code":""},{"path":"/reference/dataRelated_activity.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"dataRelated_activity — dataRelated_activity","text":"","code":"dataRelated_activity"},{"path":"/reference/dataRelated_activity.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"dataRelated_activity — dataRelated_activity","text":"data frame iati_identifier character globally unique identifier activity. related_activity_ref character COLUMN_DESCRIPTION related_activity_type character COLUMN_DESCRIPTION","code":""},{"path":"/reference/dataRelated_activity.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"dataRelated_activity — dataRelated_activity","text":"https://iatistandard.org/en/iati-standard/203/","code":""},{"path":"/reference/dataRelated_activity.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"dataRelated_activity — dataRelated_activity","text":"","code":"{ knitr::kable(head(dataRelated_activity, 10)) } #>  #>  #> |iati_identifier       |related_activity_ref         |related_activity_type | #> |:---------------------|:----------------------------|:---------------------| #> |XM-DAC-41121-2016     |XM-DAC-41121-2016-AFR        |2                     | #> |XM-DAC-41121-2016     |XM-DAC-41121-2016-AME        |2                     | #> |XM-DAC-41121-2016     |XM-DAC-41121-2016-ASO        |2                     | #> |XM-DAC-41121-2016     |XM-DAC-41121-2016-EUR        |2                     | #> |XM-DAC-41121-2016     |XM-DAC-41121-2016-GLOBALPROG |2                     | #> |XM-DAC-41121-2016     |XM-DAC-41121-2016-HQ         |2                     | #> |XM-DAC-41121-2016     |XM-DAC-41121-2016-JPO        |2                     | #> |XM-DAC-41121-2016     |XM-DAC-41121-2016-MENA       |2                     | #> |XM-DAC-41121-2016     |XM-DAC-41121-2017            |3                     | #> |XM-DAC-41121-2016-AFR |XM-DAC-41121-2016            |1                     |"},{"path":"/reference/dataResult.html","id":null,"dir":"Reference","previous_headings":"","what":"dataResult — dataResult","title":"dataResult — dataResult","text":"DATASET_DESCRIPTION","code":""},{"path":"/reference/dataResult.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"dataResult — dataResult","text":"","code":"dataResult"},{"path":"/reference/dataResult.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"dataResult — dataResult","text":"data frame iati_identifier character globally unique identifier activity. result_type double COLUMN_DESCRIPTION result_title character COLUMN_DESCRIPTION result_indicator_title character COLUMN_DESCRIPTION result_indicator_measure double COLUMN_DESCRIPTION result_indicator_aggregation_status character COLUMN_DESCRIPTION result_indicator_ascending character COLUMN_DESCRIPTION result_indicator_reference_code logical COLUMN_DESCRIPTION result_indicator_reference_uri logical COLUMN_DESCRIPTION result_indicator_reference_vocabulary logical COLUMN_DESCRIPTION result_indicator_baseline_location_ref character COLUMN_DESCRIPTION result_indicator_baseline_value character COLUMN_DESCRIPTION result_indicator_baseline_year character COLUMN_DESCRIPTION result_indicator_baseline_date logical COLUMN_DESCRIPTION result_indicator_baseline_dimension_1 character COLUMN_DESCRIPTION result_indicator_baseline_dimension_value_1 character COLUMN_DESCRIPTION result_indicator_baseline_dimension_2 character COLUMN_DESCRIPTION result_indicator_baseline_dimension_value_2 character COLUMN_DESCRIPTION result_indicator_period_start character COLUMN_DESCRIPTION result_indicator_period_end character COLUMN_DESCRIPTION result_indicator_target_value character COLUMN_DESCRIPTION result_indicator_target_location_ref character COLUMN_DESCRIPTION result_indicator_target_dimension_1 character COLUMN_DESCRIPTION result_indicator_target_value_1 character COLUMN_DESCRIPTION result_indicator_target_dimension_2 character COLUMN_DESCRIPTION result_indicator_target_value_2 character COLUMN_DESCRIPTION result_indicator_actual_value character COLUMN_DESCRIPTION result_indicator_actual_location_ref character COLUMN_DESCRIPTION result_indicator_actual_dimension_1 character COLUMN_DESCRIPTION result_indicator_actual_value_1 character COLUMN_DESCRIPTION result_indicator_actual_dimension_2 character COLUMN_DESCRIPTION result_indicator_actual_value_2 character COLUMN_DESCRIPTION result_type_name character COLUMN_DESCRIPTION result_type_description character COLUMN_DESCRIPTION indicator_measure_name character COLUMN_DESCRIPTION indicator_measure_description character COLUMN_DESCRIPTION","code":""},{"path":"/reference/dataResult.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"dataResult — dataResult","text":"https://iatistandard.org/en/iati-standard/203/","code":""},{"path":"/reference/dataResult.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"dataResult — dataResult","text":"","code":"{ knitr::kable(head(dataResult, 10)) } #>  #>  #> |iati_identifier           | result_type|result_title                             |result_indicator_title                                                                                               | result_indicator_measure|result_indicator_aggregation_status |result_indicator_ascending |result_indicator_reference_code |result_indicator_reference_uri |result_indicator_reference_vocabulary |result_indicator_baseline_location_ref |result_indicator_baseline_value |result_indicator_baseline_year |result_indicator_baseline_date |result_indicator_baseline_dimension_1 |result_indicator_baseline_dimension_value_1 |result_indicator_baseline_dimension_2 |result_indicator_baseline_dimension_value_2 |result_indicator_period_start |result_indicator_period_end |result_indicator_target_value |result_indicator_target_location_ref |result_indicator_target_dimension_1 |result_indicator_target_value_1 |result_indicator_target_dimension_2 |result_indicator_target_value_2 |result_indicator_actual_value |result_indicator_actual_location_ref |result_indicator_actual_dimension_1 |result_indicator_actual_value_1 |result_indicator_actual_dimension_2 |result_indicator_actual_value_2 |result_type_name |result_type_description                                                                                                                                                     |indicator_measure_name |indicator_measure_description            | #> |:-------------------------|-----------:|:----------------------------------------|:--------------------------------------------------------------------------------------------------------------------|------------------------:|:-----------------------------------|:--------------------------|:-------------------------------|:------------------------------|:-------------------------------------|:--------------------------------------|:-------------------------------|:------------------------------|:------------------------------|:-------------------------------------|:-------------------------------------------|:-------------------------------------|:-------------------------------------------|:-----------------------------|:---------------------------|:-----------------------------|:------------------------------------|:-----------------------------------|:-------------------------------|:-----------------------------------|:-------------------------------|:-----------------------------|:------------------------------------|:-----------------------------------|:-------------------------------|:-----------------------------------|:-------------------------------|:----------------|:---------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:----------------------|:----------------------------------------| #> |XM-DAC-41121-2016-AFR-AGO |           2|Civil status documentation               |% children under 12 months old who have been issued birth certificates by the authorities                            |                        2|NA                                  |NA                         |NA                              |NA                             |NA                                    |Angola                                 |30                              |2016                           |NA                             |Population targeted                   |Refugees and asylum seekers                 |Goal                                  |Protection and mixed solutions              |2016-01-01                    |2016-12-31                  |35                            |Angola                               |Population targeted                 |Refugees and asylum seekers     |Goal                                |Protection and mixed solutions  |NA                            |NA                                   |NA                                  |NA                              |NA                                  |NA                              |Outcome          |Results of the activity that produce an effect on the overall communities or issues you serve. For example lower rate of infection after a vaccination programme.           |Percentage             |The indicator is measured in percentages | #> |XM-DAC-41121-2016-AFR-AGO |           2|Community mobilization                   |% of active female participants in leadership/ management structures                                                 |                        2|NA                                  |NA                         |NA                              |NA                             |NA                                    |Angola                                 |20                              |2016                           |NA                             |Population targeted                   |Refugees and asylum seekers                 |Goal                                  |Protection and mixed solutions              |2016-01-01                    |2016-12-31                  |50                            |Angola                               |Population targeted                 |Refugees and asylum seekers     |Goal                                |Protection and mixed solutions  |25                            |Angola                               |Population targeted                 |Refugees and asylum seekers     |Goal                                |Protection and mixed solutions  |Outcome          |Results of the activity that produce an effect on the overall communities or issues you serve. For example lower rate of infection after a vaccination programme.           |Percentage             |The indicator is measured in percentages | #> |XM-DAC-41121-2016-AFR-AGO |           1|Law and policy                           |# of advocacy interventions made                                                                                     |                        1|NA                                  |NA                         |NA                              |NA                             |NA                                    |NA                                     |NA                              |NA                             |NA                             |NA                                    |NA                                          |NA                                    |NA                                          |2016-01-01                    |2016-12-31                  |6                             |Angola                               |Population targeted                 |Refugees and asylum seekers     |Goal                                |Protection and mixed solutions  |8                             |Angola                               |Population targeted                 |Refugees and asylum seekers     |Goal                                |Protection and mixed solutions  |Output           |Results of the activity that came about as a direct effect of your work and specific, what is done, and what communities are reached. For example, X number of individuals. |Unit                   |The indicator is measured in units.      | #> |XM-DAC-41121-2016-AFR-AGO |           2|Resettlement                             |% of persons of concern identified in need of resettlement submitted for resettlement                                |                        2|NA                                  |NA                         |NA                              |NA                             |NA                                    |Angola                                 |0                               |2016                           |NA                             |Population targeted                   |Refugees and asylum seekers                 |Goal                                  |Protection and mixed solutions              |2016-01-01                    |2016-12-31                  |25                            |Angola                               |Population targeted                 |Refugees and asylum seekers     |Goal                                |Protection and mixed solutions  |9.76                          |Angola                               |Population targeted                 |Refugees and asylum seekers     |Goal                                |Protection and mixed solutions  |Outcome          |Results of the activity that produce an effect on the overall communities or issues you serve. For example lower rate of infection after a vaccination programme.           |Percentage             |The indicator is measured in percentages | #> |XM-DAC-41121-2016-AFR-AGO |           2|SGBV prevention and response             |Extent community is active in SGBV prevention and survivor centered protection                                       |                        1|NA                                  |NA                         |NA                              |NA                             |NA                                    |Angola                                 |60                              |2016                           |NA                             |Population targeted                   |Refugees and asylum seekers                 |Goal                                  |Protection and mixed solutions              |2016-01-01                    |2016-12-31                  |70                            |Angola                               |Population targeted                 |Refugees and asylum seekers     |Goal                                |Protection and mixed solutions  |40                            |Angola                               |Population targeted                 |Refugees and asylum seekers     |Goal                                |Protection and mixed solutions  |Outcome          |Results of the activity that produce an effect on the overall communities or issues you serve. For example lower rate of infection after a vaccination programme.           |Unit                   |The indicator is measured in units.      | #> |XM-DAC-41121-2016-AFR-AGO |           2|Services for persons with specific needs |% of persons of concern with disabilities who receive services for their specific needs                              |                        2|NA                                  |NA                         |NA                              |NA                             |NA                                    |Angola                                 |46.2                            |2016                           |NA                             |Population targeted                   |Refugees and asylum seekers                 |Goal                                  |Protection and mixed solutions              |2016-01-01                    |2016-12-31                  |55                            |Angola                               |Population targeted                 |Refugees and asylum seekers     |Goal                                |Protection and mixed solutions  |15.32                         |Angola                               |Population targeted                 |Refugees and asylum seekers     |Goal                                |Protection and mixed solutions  |Outcome          |Results of the activity that produce an effect on the overall communities or issues you serve. For example lower rate of infection after a vaccination programme.           |Percentage             |The indicator is measured in percentages | #> |XM-DAC-41121-2016-AFR-AGO |           2|Solutions strategy                       |Extent Comprehensive Solutions strategy identified and agreed                                                        |                        1|NA                                  |NA                         |NA                              |NA                             |NA                                    |Angola                                 |75                              |2016                           |NA                             |Population targeted                   |Refugees and asylum seekers                 |Goal                                  |Protection and mixed solutions              |2016-01-01                    |2016-12-31                  |85                            |Angola                               |Population targeted                 |Refugees and asylum seekers     |Goal                                |Protection and mixed solutions  |65                            |Angola                               |Population targeted                 |Refugees and asylum seekers     |Goal                                |Protection and mixed solutions  |Outcome          |Results of the activity that produce an effect on the overall communities or issues you serve. For example lower rate of infection after a vaccination programme.           |Unit                   |The indicator is measured in units.      | #> |XM-DAC-41121-2016-AFR-AGO |           2|Status determination                     |Extent applicants have access to status determination procedure                                                      |                        1|NA                                  |NA                         |NA                              |NA                             |NA                                    |Angola                                 |20                              |2016                           |NA                             |Population targeted                   |Refugees and asylum seekers                 |Goal                                  |Protection and mixed solutions              |2016-01-01                    |2016-12-31                  |35                            |Angola                               |Population targeted                 |Refugees and asylum seekers     |Goal                                |Protection and mixed solutions  |4                             |Angola                               |Population targeted                 |Refugees and asylum seekers     |Goal                                |Protection and mixed solutions  |Outcome          |Results of the activity that produce an effect on the overall communities or issues you serve. For example lower rate of infection after a vaccination programme.           |Unit                   |The indicator is measured in units.      | #> |XM-DAC-41121-2016-AFR-BDI |           1|Child protection                         |# of best interests assessments conducted                                                                            |                        1|NA                                  |NA                         |NA                              |NA                             |NA                                    |NA                                     |NA                              |NA                             |NA                             |NA                                    |NA                                          |NA                                    |NA                                          |2016-01-01                    |2016-12-31                  |430                           |Burundi                              |Population targeted                 |Refugees and asylum-seekers     |Goal                                |Protection and mixed solutions  |471                           |Burundi                              |Population targeted                 |Refugees and asylum-seekers     |Goal                                |Protection and mixed solutions  |Output           |Results of the activity that came about as a direct effect of your work and specific, what is done, and what communities are reached. For example, X number of individuals. |Unit                   |The indicator is measured in units.      | #> |XM-DAC-41121-2016-AFR-BDI |           1|Child protection                         |# of children's committees, groups and other structures that are operational and facilitate children's participation |                        1|NA                                  |NA                         |NA                              |NA                             |NA                                    |NA                                     |NA                              |NA                             |NA                             |NA                                    |NA                                          |NA                                    |NA                                          |2016-01-01                    |2016-12-31                  |11                            |Burundi                              |Population targeted                 |Refugees and asylum-seekers     |Goal                                |Protection and mixed solutions  |16                            |Burundi                              |Population targeted                 |Refugees and asylum-seekers     |Goal                                |Protection and mixed solutions  |Output           |Results of the activity that came about as a direct effect of your work and specific, what is done, and what communities are reached. For example, X number of individuals. |Unit                   |The indicator is measured in units.      |"},{"path":"/reference/dataSector.html","id":null,"dir":"Reference","previous_headings":"","what":"sector — dataSector","title":"sector — dataSector","text":"DATASET_DESCRIPTION","code":""},{"path":"/reference/dataSector.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"sector — dataSector","text":"","code":"dataSector"},{"path":"/reference/dataSector.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"sector — dataSector","text":"data frame iati_identifier character globally unique identifier activity. sector_vocabulary character COLUMN_DESCRIPTION sector_vocabulary_uri logical COLUMN_DESCRIPTION sector_code character COLUMN_DESCRIPTION sector_pct character COLUMN_DESCRIPTION sector_desc character COLUMN_DESCRIPTION sector_vocabulary_name character COLUMN_DESCRIPTION sector_vocabulary_description character COLUMN_DESCRIPTION","code":""},{"path":"/reference/dataSector.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"sector — dataSector","text":"https://iatistandard.org/en/iati-standard/203/","code":""},{"path":"/reference/dataSector.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"sector — dataSector","text":"","code":"{ knitr::kable(head(dataSector, 10)) } #>  #>  #> |iati_identifier       | sector_vocabulary|sector_vocabulary_uri |sector_code |sector_pct |sector_desc                               |sector_vocabulary_name               |sector_vocabulary_description                                                                                     | #> |:---------------------|-----------------:|:---------------------|:-----------|:----------|:-----------------------------------------|:------------------------------------|:-----------------------------------------------------------------------------------------------------------------| #> |XM-DAC-41121-2016     |                99|NA                    |1           |76.93      |Refugee programme                         |Reporting Organisation               |The sector reported corresponds to a sector vocabulary maintained by the reporting organisation for this activity | #> |XM-DAC-41121-2016     |                99|NA                    |2           |.82        |Stateless programme                       |Reporting Organisation               |The sector reported corresponds to a sector vocabulary maintained by the reporting organisation for this activity | #> |XM-DAC-41121-2016     |                99|NA                    |3           |3.69       |Reintegration projects                    |Reporting Organisation               |The sector reported corresponds to a sector vocabulary maintained by the reporting organisation for this activity | #> |XM-DAC-41121-2016     |                99|NA                    |4           |18.56      |Internally Displaced Person projects      |Reporting Organisation               |The sector reported corresponds to a sector vocabulary maintained by the reporting organisation for this activity | #> |XM-DAC-41121-2016     |                 1|NA                    |72010       |65.52      |Material relief assistance and services   |OECD DAC CRS Purpose Codes (5 digit) |The sector reported corresponds to an OECD DAC CRS 5-digit purpose code                                           | #> |XM-DAC-41121-2016     |                 1|NA                    |72011       |6.24       |Basic Health Care Services in Emergencies |OECD DAC CRS Purpose Codes (5 digit) |The sector reported corresponds to an OECD DAC CRS 5-digit purpose code                                           | #> |XM-DAC-41121-2016     |                 1|NA                    |72012       |3.9        |Education in emergencies                  |OECD DAC CRS Purpose Codes (5 digit) |The sector reported corresponds to an OECD DAC CRS 5-digit purpose code                                           | #> |XM-DAC-41121-2016     |                 1|NA                    |72040       |.91        |Emergency food aid                        |OECD DAC CRS Purpose Codes (5 digit) |The sector reported corresponds to an OECD DAC CRS 5-digit purpose code                                           | #> |XM-DAC-41121-2016     |                 1|NA                    |72050       |23.43      |Relief co-ordination and support services |OECD DAC CRS Purpose Codes (5 digit) |The sector reported corresponds to an OECD DAC CRS 5-digit purpose code                                           | #> |XM-DAC-41121-2016-AFR |                99|NA                    |1           |81.64      |Refugee programme                         |Reporting Organisation               |The sector reported corresponds to a sector vocabulary maintained by the reporting organisation for this activity |"},{"path":"/reference/dataTransaction.html","id":null,"dir":"Reference","previous_headings":"","what":"transaction — dataTransaction","title":"transaction — dataTransaction","text":"Transactions recording committed actual funds flowing aid activity.","code":""},{"path":"/reference/dataTransaction.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"transaction — dataTransaction","text":"","code":"dataTransaction"},{"path":"/reference/dataTransaction.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"transaction — dataTransaction","text":"data frame iati_identifier character COLUMN_DESCRIPTION transaction_ref character COLUMN_DESCRIPTION transaction_humanitarian logical COLUMN_DESCRIPTION transaction_type_code double COLUMN_DESCRIPTION transaction_date double COLUMN_DESCRIPTION transaction_value_currency character COLUMN_DESCRIPTION transaction_value_date double COLUMN_DESCRIPTION transaction_value double COLUMN_DESCRIPTION transaction_description character COLUMN_DESCRIPTION transaction_provider_org_type double COLUMN_DESCRIPTION transaction_provider_org_ref character COLUMN_DESCRIPTION transaction_provider_org character COLUMN_DESCRIPTION transaction_aid_type_code_1 character COLUMN_DESCRIPTION transaction_aid_type_vocabulary_1 double COLUMN_DESCRIPTION transaction_aid_type_code_2 character COLUMN_DESCRIPTION transaction_aid_type_vocabulary_2 double COLUMN_DESCRIPTION transaction_value_USD double COLUMN_DESCRIPTION transaction_type_name character COLUMN_DESCRIPTION transaction_type_description character COLUMN_DESCRIPTION provider_org_type_name character COLUMN_DESCRIPTION provider_org_type_description character COLUMN_DESCRIPTION aid_type1_name character COLUMN_DESCRIPTION aid_type1_description 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|transaction_value_currency |transaction_value_date | transaction_value|transaction_description      | transaction_provider_org_type|transaction_provider_org_ref |transaction_provider_org |transaction_aid_type_code_1 | transaction_aid_type_vocabulary_1|transaction_aid_type_code_2 | transaction_aid_type_vocabulary_2| transaction_value_USD|transaction_type_name |transaction_type_description                                                                                                                                                  |provider_org_type_name |provider_org_type_description |aid_type1_name                                                                          |aid_type1_description                                                                                                                                                                                                                                                                                                                                                                                                 |earmarking_name  |earmarking_description                                |aid_type_vocabulary1_name |aid_type_vocabulary1_description                                        |aid_type_vocabulary2_name |aid_type_vocabulary2_description                                                                            | #> |:-----------------|:---------------|:------------------------|---------------------:|:----------------|:--------------------------|:----------------------|-----------------:|:----------------------------|-----------------------------:|:----------------------------|:------------------------|:---------------------------|---------------------------------:|:---------------------------|---------------------------------:|---------------------:|:---------------------|:-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:----------------------|:-----------------------------|:---------------------------------------------------------------------------------------|:---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:----------------|:-----------------------------------------------------|:-------------------------|:-----------------------------------------------------------------------|:-------------------------|:-----------------------------------------------------------------------------------------------------------| #> |XM-DAC-41121-2016 |65337           |NA                       |                    11|2016-06-30       |USD                        |2016-06-30             |            995603|Monthly contribution summary |                            70|NA                           |Private donors           |B02                         |                                 1|1                           |                                 2|            995603.365|Incoming Commitment   |A firm, written obligation from a donor or provider to provide a specified amount of funds, under particular terms and conditions, reported by a recipient for this activity. |Private Sector         |NA                            |Core contributions to multilateral institutions                                         |These funds are classified as multilateral ODA (all other categories fall under bilateral ODA). The recipient multilateral institution pools contributions so that they lose their identity and become an integral part of its financial assets. See Annex 2 of the DAC Directives for a comprehensive list of agencies core contributions to which may be reported under B02 (Section I. Multilateral institutions). |Unearmarked      |Any or all of the Earmarking Modality codes A,B or C. |OECD DAC                  |List of codes provided by the OECD DAC used to distinguish types of aid |Earmarking Category       |This vocabulary has been created by IATI and is derived from the Grand Bargain Earmarking Modality codelist | #> |XM-DAC-41121-2016 |65737           |NA                       |                    11|2016-07-31       |USD                        |2016-07-31             |             99558|Monthly contribution summary |                            70|NA                           |Private donors           |B02                         |                                 1|1                           |                                 2|             99557.520|Incoming Commitment   |A firm, written obligation from a donor or provider to provide a specified amount of funds, under particular terms and conditions, reported by a recipient for this activity. |Private Sector         |NA                            |Core contributions to multilateral institutions                                         |These funds are classified as multilateral ODA (all other categories fall under bilateral ODA). The recipient multilateral institution pools contributions so that they lose their identity and become an integral part of its financial assets. See Annex 2 of the DAC Directives for a comprehensive list of agencies core contributions to which may be reported under B02 (Section I. Multilateral institutions). |Unearmarked      |Any or all of the Earmarking Modality codes A,B or C. |OECD DAC                  |List of codes provided by the OECD DAC used to distinguish types of aid |Earmarking Category       |This vocabulary has been created by IATI and is derived from the Grand Bargain Earmarking Modality codelist | #> |XM-DAC-41121-2016 |65228           |NA                       |                    11|2016-04-30       |USD                        |2016-04-30             |               100|Monthly contribution summary |                            70|NA                           |Private donors           |B03                         |                                 1|2                           |                                 2|                99.660|Incoming Commitment   |A firm, written obligation from a donor or provider to provide a specified amount of funds, under particular terms and conditions, reported by a recipient for this activity. |Private Sector         |NA                            |Contributions to specific-purpose programmes and funds managed by implementing partners |In addition to their core-funded operations, international organisations, NGOs, PPPs and networks, both in provider and in third countries, set up programmes and funds with a specific sectoral, thematic or geographical focus. Donors’ bilateral contributions to such programmes and funds are recorded here.                                                                                                     |Softly Earmarked |Any or all of the Earmarking Modality codes D,E or F. |OECD DAC                  |List of codes provided by the OECD DAC used to distinguish types of aid |Earmarking Category       |This vocabulary has been created by IATI and is derived from the Grand Bargain Earmarking Modality codelist | #> |XM-DAC-41121-2016 |65677           |NA                       |                    11|2016-12-31       |USD                        |2016-12-31             |              9847|Monthly contribution summary |                            70|NA                           |Private donors           |B03                         |                                 1|2                           |                                 2|              9847.020|Incoming Commitment   |A firm, written obligation from a donor or provider to provide a specified amount of funds, under particular terms and conditions, reported by a recipient for this activity. |Private Sector         |NA                            |Contributions to specific-purpose programmes and funds managed by implementing partners |In addition to their core-funded operations, international organisations, NGOs, PPPs and networks, both in provider and in third countries, set up programmes and funds with a specific sectoral, thematic or geographical focus. Donors’ bilateral contributions to such programmes and funds are recorded here.                                                                                                     |Softly Earmarked |Any or all of the Earmarking Modality codes D,E or F. |OECD DAC                  |List of codes provided by the OECD DAC used to distinguish types of aid |Earmarking Category       |This vocabulary has been created by IATI and is derived from the Grand Bargain Earmarking Modality codelist | #> |XM-DAC-41121-2016 |65476           |NA                       |                    11|2016-08-31       |USD                        |2016-08-31             |             97088|Monthly contribution summary |                            70|NA                           |Private donors           |B02                         |                                 1|1                           |                                 2|             97088.412|Incoming Commitment   |A firm, written obligation from a donor or provider to provide a specified amount of funds, under particular terms and conditions, reported by a recipient for this activity. |Private Sector         |NA                            |Core contributions to multilateral institutions                                         |These funds are classified as multilateral ODA (all other categories fall under bilateral ODA). The recipient multilateral institution pools contributions so that they lose their identity and become an integral part of its financial assets. See Annex 2 of the DAC Directives for a comprehensive list of agencies core contributions to which may be reported under B02 (Section I. Multilateral institutions). |Unearmarked      |Any or all of the Earmarking Modality codes A,B or C. |OECD DAC                  |List of codes provided by the OECD DAC used to distinguish types of aid |Earmarking Category       |This vocabulary has been created by IATI and is derived from the Grand Bargain Earmarking Modality codelist | #> |XM-DAC-41121-2016 |65055           |NA                       |                    11|2016-01-31       |USD                        |2016-01-31             |            960637|Monthly contribution summary |                            70|NA                           |Private donors           |B02                         |                                 1|1                           |                                 2|            960637.301|Incoming Commitment   |A firm, written obligation from a donor or provider to provide a specified amount of funds, under particular terms and conditions, reported by a recipient for this activity. |Private Sector         |NA                            |Core contributions to multilateral institutions                                         |These funds are classified as multilateral ODA (all other categories fall under bilateral ODA). The recipient multilateral institution pools contributions so that they lose their identity and become an integral part of its financial assets. See Annex 2 of the DAC Directives for a comprehensive list of agencies core contributions to which may be reported under B02 (Section I. Multilateral institutions). |Unearmarked      |Any or all of the Earmarking Modality codes A,B or C. |OECD DAC                  |List of codes provided by the OECD DAC used to distinguish types of aid |Earmarking Category       |This vocabulary has been created by IATI and is derived from the Grand Bargain Earmarking Modality codelist | #> |XM-DAC-41121-2016 |65544           |NA                       |                    11|2016-05-31       |USD                        |2016-05-31             |            953705|Monthly contribution summary |                            70|NA                           |Private donors           |B02                         |                                 1|1                           |                                 2|            953705.310|Incoming Commitment   |A firm, written obligation from a donor or provider to provide a specified amount of funds, under particular terms and conditions, reported by a recipient for this activity. |Private Sector         |NA                            |Core contributions to multilateral institutions                                         |These funds are classified as multilateral ODA (all other categories fall under bilateral ODA). The recipient multilateral institution pools contributions so that they lose their identity and become an integral part of its financial assets. See Annex 2 of the DAC Directives for a comprehensive list of agencies core contributions to which may be reported under B02 (Section I. Multilateral institutions). |Unearmarked      |Any or all of the Earmarking Modality codes A,B or C. |OECD DAC                  |List of codes provided by the OECD DAC used to distinguish types of aid |Earmarking Category       |This vocabulary has been created by IATI and is derived from the Grand Bargain Earmarking Modality codelist | #> |XM-DAC-41121-2016 |65461           |NA                       |                    11|2016-08-31       |USD                        |2016-08-31             |              9492|Monthly contribution summary |                            70|NA                           |Private donors           |B02                         |                                 1|1                           |                                 2|              9491.715|Incoming Commitment   |A firm, written obligation from a donor or provider to provide a specified amount of funds, under particular terms and conditions, reported by a recipient for this activity. |Private Sector         |NA                            |Core contributions to multilateral institutions                                         |These funds are classified as multilateral ODA (all other categories fall under bilateral ODA). The recipient multilateral institution pools contributions so that they lose their identity and become an integral part of its financial assets. See Annex 2 of the DAC Directives for a comprehensive list of agencies core contributions to which may be reported under B02 (Section I. Multilateral institutions). |Unearmarked      |Any or all of the Earmarking Modality codes A,B or C. |OECD DAC                  |List of codes provided by the OECD DAC used to distinguish types of aid |Earmarking Category       |This vocabulary has been created by IATI and is derived from the Grand Bargain Earmarking Modality codelist | #> |XM-DAC-41121-2016 |65476           |NA                       |                    11|2016-08-31       |USD                        |2016-08-31             |              9437|Monthly contribution summary |                            70|NA                           |Private donors           |B03                         |                                 1|2                           |                                 2|              9437.292|Incoming Commitment   |A firm, written obligation from a donor or provider to provide a specified amount of funds, under particular terms and conditions, reported by a recipient for this activity. |Private Sector         |NA                            |Contributions to specific-purpose programmes and funds managed by implementing partners |In addition to their core-funded operations, international organisations, NGOs, PPPs and networks, both in provider and in third countries, set up programmes and funds with a specific sectoral, thematic or geographical focus. Donors’ bilateral contributions to such programmes and funds are recorded here.                                                                                                     |Softly Earmarked |Any or all of the Earmarking Modality codes D,E or F. |OECD DAC                  |List of codes provided by the OECD DAC used to distinguish types of aid |Earmarking Category       |This vocabulary has been created by IATI and is derived from the Grand Bargain Earmarking Modality codelist | #> |XM-DAC-41121-2016 |65387           |NA                       |                    11|2016-07-31       |USD                        |2016-07-31             |            941500|Monthly contribution summary |                            70|NA                           |Private donors           |B02                         |                                 1|1                           |                                 2|            941499.647|Incoming Commitment   |A firm, written obligation from a donor or provider to provide a specified amount of funds, under particular terms and conditions, reported by a recipient for this activity. |Private Sector         |NA                            |Core contributions to multilateral institutions                                         |These funds are classified as multilateral ODA (all other categories fall under bilateral ODA). 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                | #> |XM-DAC-41121-2016-ASO     |B02                   |NA                          | #> |XM-DAC-41121-2016-EUR     |B02                   |NA                          | #> |XM-DAC-41121-2016-MENA    |B02                   |NA                          | #> |XM-DAC-41121-2016-AFR-AGO |B02                   |NA                          | #> |XM-DAC-41121-2016-AFR-BDI |B02                   |NA                          | #> |XM-DAC-41121-2016-AFR-BFA |B02                   |NA                          | #> |XM-DAC-41121-2016-AFR-BWA |B02                   |NA                          |"},{"path":"/reference/document_link.html","id":null,"dir":"Reference","previous_headings":"","what":"DATASET_TITLE — document_link","title":"DATASET_TITLE — document_link","text":"DATASET_DESCRIPTION","code":""},{"path":"/reference/document_link.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"DATASET_TITLE — 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|Use of Unearmarked Funding in 2016                                       |B01                    |en                     |2020-02-16    | #> |XM-DAC-41121-2016 |http://reporting.unhcr.org/sites/default/files/gr2016/pdf/fr/Book_GR_2016_FRENCH_Complete.pdf |application/pdf |UNHCR Rapport Global 2016                                                |B01                    |fr                     |2020-02-16    | #> |XM-DAC-41121-2016 |http://reporting.unhcr.org/node/15495                                                         |text/html       |Emerging Resettlement Countries Joint Support Mechanism (ERCM)           |B02                    |en                     |2020-02-16    | #> |XM-DAC-41121-2016 |http://reporting.unhcr.org/node/15535                                                         |text/html       |Multi-Year Pilots Promoting Solutions 2016-2019                          |B02                    |en                     |2020-02-16    | #> |XM-DAC-41121-2016 |http://www.unhcr.org/ga16/index.xml                                                           |text/html       |UNHCR Global Appeal 2016-2017                                            |B02                    |en                     |2020-02-16    | #> |XM-DAC-41121-2016 |http://www.unhcr.org/fr/ga16/index.xml                                                        |text/html       |UNHCR Appel Global 2016-2017                                             |B02                    |fr                     |2020-02-16    | #> |XM-DAC-41121-2016 |http://reporting.unhcr.org/node/16975                                                         |text/html       |2006 - 2015 Ten Years of Reforms                                         |B09                    |en                     |2020-02-16    | #> |XM-DAC-41121-2016 |http://reporting.unhcr.org/node/16934                                                         |text/html       |#Ibelong Campaign to End Statelessness Special Appeal                    |B12                    |en                     |2020-02-16    | #> |XM-DAC-41121-2016 |http://reporting.unhcr.org/node/14017                                                         |text/html       |Building Resilience and Solutions for Afghan refugees in South-West Asia |B12                    |en                     |2020-02-16    |"},{"path":"/reference/humanitarian_scope.html","id":null,"dir":"Reference","previous_headings":"","what":"DATASET_TITLE — humanitarian_scope","title":"DATASET_TITLE — humanitarian_scope","text":"DATASET_DESCRIPTION","code":""},{"path":"/reference/humanitarian_scope.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"DATASET_TITLE — humanitarian_scope","text":"","code":"humanitarian_scope"},{"path":"/reference/humanitarian_scope.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"DATASET_TITLE — humanitarian_scope","text":"data frame 1578 rows 8 variables: iati_identifier character 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2016          |NA                         | #> |XM-DAC-41121-2016-AFR     |2                       |99                            |http://reporting.unhcr.org/publications |GLOBAL-APPEAL-2016-2017    |NA                     |Global Appeal 2016-2017                                                 |Appel global 2016-2017     | #> |XM-DAC-41121-2016-AFR     |2                       |99                            |http://reporting.unhcr.org/node/20748   |SOUTH-SUDAN-SITUATION-2016 |NA                     |SOUTH SUDAN SITUATION Supplementary Appeal January - December 2016      |NA                         | #> |XM-DAC-41121-2016-AME     |2                       |99                            |http://reporting.unhcr.org/publications |GLOBAL-APPEAL-2016-2017    |NA                     |Global Appeal 2016-2017                                                 |Appel global 2016-2017     | #> |XM-DAC-41121-2016-AME     |2                       |99                            |http://reporting.unhcr.org/node/13944   |NTCA-SITUATION-2016        |NA                     |Regional Response to the Northern Triangle of Central America Situation |NA                         | #> |XM-DAC-41121-2016-ASO     |2                       |99                            |http://reporting.unhcr.org/publications |GLOBAL-APPEAL-2016-2017    |NA                     |Global Appeal 2016-2017                                                 |Appel global 2016-2017     | #> |XM-DAC-41121-2016-EUR     |2                       |99                            |http://reporting.unhcr.org/publications |GLOBAL-APPEAL-2016-2017    |NA                     |Global Appeal 2016-2017                                                 |Appel global 2016-2017     | #> |XM-DAC-41121-2016-MENA    |2                       |99                            |http://reporting.unhcr.org/publications |GLOBAL-APPEAL-2016-2017    |NA                     |Global Appeal 2016-2017                                                 |Appel global 2016-2017     | #> |XM-DAC-41121-2016-AFR-AGO |2                       |99                            |http://reporting.unhcr.org/publications |GLOBAL-APPEAL-2016-2017    |NA                     |Global Appeal 2016-2017                                                 |Appel global 2016-2017     |"},{"path":"/reference/iati-package.html","id":null,"dir":"Reference","previous_headings":"","what":"iati: UNHCR IATI Data Crunching — iati-package","title":"iati: UNHCR IATI Data Crunching — iati-package","text":"package includes UNHCR IATI data organised tabular format together chat library.","code":""},{"path":[]},{"path":"/reference/iati-package.html","id":"author","dir":"Reference","previous_headings":"","what":"Author","title":"iati: UNHCR IATI Data Crunching — iati-package","text":"Maintainer: Edouard Legoupil legoupil@unhcr.org Authors: Matheus Soldi Hardt matheus@unhcr.org Hisham Galal 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COLUMN_DESCRIPTION location_adm_code logical COLUMN_DESCRIPTION location_lat character COLUMN_DESCRIPTION location_long character COLUMN_DESCRIPTION location_exactness_code character COLUMN_DESCRIPTION location_class_code character COLUMN_DESCRIPTION location_feature_designation_code logical COLUMN_DESCRIPTION","code":""},{"path":"/reference/location.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"DATASET_TITLE — location","text":"https://iatistandard.org/en/iati-standard/203/","code":""},{"path":"/reference/location.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"DATASET_TITLE — location","text":"","code":"{ knitr::kable(head(location, 10)) } #>  #>  #> |iati_identifier           |location_ref |location_reach |location_id_vocabulary |location_id_code |location_name |location_activity_descr |location_adm_vocabulary |location_adm_level |location_adm_code |location_lat |location_long |location_exactness_code |location_class_code |location_feature_designation_code | #> |:-------------------------|:------------|:--------------|:----------------------|:----------------|:-------------|:-----------------------|:-----------------------|:------------------|:-----------------|:------------|:-------------|:-----------------------|:-------------------|:---------------------------------| #> |XM-DAC-41121-2016         |CHEP000332   |1              |NA                     |NA               |HQ Geneva     |NA                      |NA                      |NA                 |NA                |46.2204      |6.1412        |1                       |3                   |NA                                | #> |XM-DAC-41121-2016-AFR     |SENP000307   |1              |NA                     |NA               |Dakar         |NA                      |NA                      |NA                 |NA                |14.7297      |-17.4638      |1                       |3                   |NA                                | #> |XM-DAC-41121-2016-AFR     |KENP000579   |1              |NA                     |NA               |Nairobi       |NA                      |NA                      |NA                 |NA                |-1.2283      |36.7613       |1                       |3                   |NA                                | #> |XM-DAC-41121-2016-AFR     |ZAFP000279   |1              |NA                     |NA               |Pretoria      |NA                      |NA                      |NA                 |NA                |-25.73       |28.217        |1                       |3                   |NA                                | #> |XM-DAC-41121-2016-AME     |PANP000747   |1              |NA                     |NA               |Panamá        |NA                      |NA                      |NA                 |NA                |9.0029       |-79.5172      |1                       |3                   |NA                                | #> |XM-DAC-41121-2016-ASO     |THAP000346   |1              |NA                     |NA               |Bangkok       |NA                      |NA                      |NA                 |NA                |13.7438      |100.5479      |1                       |3                   |NA                                | #> |XM-DAC-41121-2016-EUR     |CHEP000332   |1              |NA                     |NA               |Geneva        |NA                      |NA                      |NA                 |NA                |46.2204      |6.1412        |1                       |3                   |NA                                | #> |XM-DAC-41121-2016-MENA    |JORP000901   |1              |NA                     |NA               |Amman         |NA                      |NA                      |NA                 |NA                |31.9648      |35.842        |1                       |3                   |NA                                | #> |XM-DAC-41121-2016-AFR-AGO |AGOp000026   |1              |NA                     |NA               |Dundo         |NA                      |NA                      |NA                 |NA                |-7.35        |20.8217       |1                       |3                   |NA                                | #> |XM-DAC-41121-2016-AFR-AGO |AGOp000019   |1              |NA                     |NA               |Luanda        |NA                      |NA                      |NA                 |NA                |-8.8299      |13.233        |1                       |3                   |NA                                |"},{"path":"/reference/mapping_indicator.html","id":null,"dir":"Reference","previous_headings":"","what":"mapping_indicator — mapping_indicator","title":"mapping_indicator — mapping_indicator","text":"Mapping Interpretation threshold indicator values","code":""},{"path":"/reference/mapping_indicator.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"mapping_indicator — mapping_indicator","text":"","code":"mapping_indicator"},{"path":"/reference/mapping_indicator.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"mapping_indicator — mapping_indicator","text":"data frame 47 rows 27 variables: Indicator character COLUMN_DESCRIPTION Indicator_lab2 character COLUMN_DESCRIPTION Area work character COLUMN_DESCRIPTION theme character COLUMN_DESCRIPTION subtheme character COLUMN_DESCRIPTION Results_Level character COLUMN_DESCRIPTION area_id character COLUMN_DESCRIPTION Area character COLUMN_DESCRIPTION Area_id character COLUMN_DESCRIPTION Ind_id character COLUMN_DESCRIPTION Ind_seq double COLUMN_DESCRIPTION Show_As character COLUMN_DESCRIPTION Indicator_Code character COLUMN_DESCRIPTION Reverse logical COLUMN_DESCRIPTION threshold_red double COLUMN_DESCRIPTION threshold_orange double COLUMN_DESCRIPTION threshold_green double COLUMN_DESCRIPTION standard_direction character COLUMN_DESCRIPTION survey character COLUMN_DESCRIPTION RAS double COLUMN_DESCRIPTION STA double COLUMN_DESCRIPTION IDP double COLUMN_DESCRIPTION RET double COLUMN_DESCRIPTION OOC double COLUMN_DESCRIPTION double COLUMN_DESCRIPTION DEN character COLUMN_DESCRIPTION max character COLUMN_DESCRIPTION","code":""},{"path":"/reference/mapping_indicator.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"mapping_indicator — mapping_indicator","text":"http://somewhere.important.com/","code":""},{"path":"/reference/mapping_result.html","id":null,"dir":"Reference","previous_headings":"","what":"mapping_result — mapping_result","title":"mapping_result — mapping_result","text":"Mapping Results UNHCR 2022 RBM Framework","code":""},{"path":"/reference/mapping_result.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"mapping_result — mapping_result","text":"","code":"mapping_result"},{"path":"/reference/mapping_result.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"mapping_result — mapping_result","text":"data frame 107 rows 2 variables: result_title character result_title sector_rbm character sector_rbm area_id character COLUMN_DESCRIPTION","code":""},{"path":"/reference/mapping_result.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"mapping_result — mapping_result","text":"https://www.unhcr.org/--/build-better-futures/compass/","code":""},{"path":"/reference/mapping_sdg.html","id":null,"dir":"Reference","previous_headings":"","what":"mapping_sdg — mapping_sdg","title":"mapping_sdg — mapping_sdg","text":"Mapping UNHCR areas UN SDG","code":""},{"path":"/reference/mapping_sdg.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"mapping_sdg — mapping_sdg","text":"","code":"mapping_sdg"},{"path":"/reference/mapping_sdg.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"mapping_sdg — mapping_sdg","text":"data frame 26 rows 2 variables: area character COLUMN_DESCRIPTION sdg character COLUMN_DESCRIPTION","code":""},{"path":"/reference/mapping_sdg.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"mapping_sdg — mapping_sdg","text":"https://www.unhcr.org/--/build-better-futures/compass#' @examples  knitr::kable(head(mapping_sdg, 26))","code":""},{"path":"/reference/mapping_sector.html","id":null,"dir":"Reference","previous_headings":"","what":"mapping_sector — mapping_sector","title":"mapping_sector — mapping_sector","text":"Mapping Sector UNHCR 2022 RBM Framework","code":""},{"path":"/reference/mapping_sector.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"mapping_sector — mapping_sector","text":"","code":"mapping_sector"},{"path":"/reference/mapping_sector.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"mapping_sector — mapping_sector","text":"data frame 83 rows 3 variables: sector_desc character COLUMN_DESCRIPTION sector_vocabulary_name character COLUMN_DESCRIPTION sector_rbm character COLUMN_DESCRIPTION area_id character COLUMN_DESCRIPTION","code":""},{"path":"/reference/mapping_sector.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"mapping_sector — mapping_sector","text":"https://www.unhcr.org/--/build-better-futures/compass","code":""},{"path":"/reference/participating_org.html","id":null,"dir":"Reference","previous_headings":"","what":"participating_org — participating_org","title":"participating_org — participating_org","text":"organisation involved activity. May donor, fund, agency, etc.  Specifying ref identifier strongly recommended. May contain organisation name narrative.  reporting organisation plays role activity repeated . One organisation may play one role (eg, funding implementing): case role reported name organisation repeated.","code":""},{"path":"/reference/participating_org.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"participating_org — participating_org","text":"","code":"participating_org"},{"path":"/reference/participating_org.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"participating_org — participating_org","text":"data frame 13990 rows 7 variables: iati_identifier character globally unique identifier activity. participating_org_eng character COLUMN_DESCRIPTION participating_org_ref character Machine-readable identification string organisation issuing report. Must format RegistrationAgency-RegistrationNumber RegistrationAgency valid code Organisation Registration Agency code list RegistrationNumber valid identifier issued RegistrationAgency. present narrative MUST contain name organisation. participating_org_type double type organisation issuing report. See IATI codelist codeOrganisationType values. participating_org_role double IATI code describing organisation’s role activity (donor, agency, etc.). see codeOrganisationRole participating_org_activity_id logical valid activity identifier published participating organisation points activity published IATI describes role activity. participating_org_crs_channel_code logical CRS++ Reporting Directives code identifies implementing agency. Codes ending ‘00’ generic similar OrganisationType code.","code":""},{"path":"/reference/participating_org.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"participating_org — participating_org","text":"https://iatistandard.org/en/iati-standard/203/","code":""},{"path":"/reference/participating_org.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"participating_org — participating_org","text":"","code":"{ knitr::kable(head(participating_org, 10)) } #>  #>  #> |iati_identifier   |participating_org_eng                                 |participating_org_ref | participating_org_type| participating_org_role|participating_org_activity_id |participating_org_crs_channel_code | #> |:-----------------|:-----------------------------------------------------|:---------------------|----------------------:|----------------------:|:-----------------------------|:----------------------------------| #> |XM-DAC-41121-2016 |United Nations High Commissioner for Refugees (UNHCR) |XM-DAC-41121          |                     40|                      4|NA                            |NA                                 | #> |XM-DAC-41121-2016 |Australia for UNHCR                                   |NA                    |                     22|                      1|NA                            |NA                                 | #> |XM-DAC-41121-2016 |España con ACNUR                                      |NA                    |                     22|                      1|NA                            |NA                                 | #> |XM-DAC-41121-2016 |Japan for UNHCR                                       |NA                    |                     22|                      1|NA                            |NA                                 | #> |XM-DAC-41121-2016 |Sweden for UNHCR                                      |NA                    |                     22|                      1|NA                            |NA                                 | #> |XM-DAC-41121-2016 |UNO-Flüchtlingshilfe                                  |NA                    |                     22|                      1|NA                            |NA                                 | #> |XM-DAC-41121-2016 |USA for UNHCR                                         |NA                    |                     22|                      1|NA                            |NA                                 | #> |XM-DAC-41121-2016 |Government of Kuwait                                  |NA                    |                     10|                      1|NA                            |NA                                 | #> |XM-DAC-41121-2016 |Government of Portugal                                |NA                    |                     10|                      1|NA                            |NA                                 | #> |XM-DAC-41121-2016 |Government of France                                  |NA                    |                     10|                      1|NA                            |NA                                 |"},{"path":"/reference/pipe.html","id":null,"dir":"Reference","previous_headings":"","what":"Pipe operator — %>%","title":"Pipe operator — %>%","text":"See magrittr::%>% details.","code":""},{"path":"/reference/pipe.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Pipe operator — %>%","text":"","code":"lhs %>% rhs"},{"path":"/reference/pipe.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Pipe operator — %>%","text":"lhs value magrittr placeholder. rhs function call using magrittr semantics.","code":""},{"path":"/reference/pipe.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Pipe operator — %>%","text":"result calling `rhs(lhs)`.","code":""},{"path":"/reference/reference.html","id":null,"dir":"Reference","previous_headings":"","what":"reference — reference","title":"reference — reference","text":"Code Mapping table","code":""},{"path":"/reference/reference.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"reference — reference","text":"","code":"reference"},{"path":"/reference/reference.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"reference — reference","text":"data frame 267 rows 34 variables: iso_3 character COLUMN_DESCRIPTION UNHCRcode character COLUMN_DESCRIPTION ctryname character COLUMN_DESCRIPTION namepostat character COLUMN_DESCRIPTION namepostat2 character COLUMN_DESCRIPTION gis_name character COLUMN_DESCRIPTION UNHCRBureau character COLUMN_DESCRIPTION main_office character COLUMN_DESCRIPTION hcr_region character COLUMN_DESCRIPTION hcr_subregion character COLUMN_DESCRIPTION code_op character COLUMN_DESCRIPTION Latitude double COLUMN_DESCRIPTION Longitude double COLUMN_DESCRIPTION scalerank double COLUMN_DESCRIPTION LABELRANK double COLUMN_DESCRIPTION SOVEREIGNT character COLUMN_DESCRIPTION SOV_A3 character COLUMN_DESCRIPTION ADM0_DIF double COLUMN_DESCRIPTION LEVEL double COLUMN_DESCRIPTION TYPE character COLUMN_DESCRIPTION ADMIN character COLUMN_DESCRIPTION ADM0_A3 character COLUMN_DESCRIPTION CONTINENT character COLUMN_DESCRIPTION REGION_UN character COLUMN_DESCRIPTION SUBREGION character COLUMN_DESCRIPTION REGION_WB character COLUMN_DESCRIPTION ECONOMY character COLUMN_DESCRIPTION INCOME_GRP character COLUMN_DESCRIPTION POP_EST double COLUMN_DESCRIPTION POP_RANK double COLUMN_DESCRIPTION GDP_MD_EST double COLUMN_DESCRIPTION POP_YEAR double COLUMN_DESCRIPTION LASTCENSUS double COLUMN_DESCRIPTION M49_code double COLUMN_DESCRIPTION","code":""},{"path":"/reference/reference.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"reference — reference","text":"http://somewhere.important.com/","code":""},{"path":"/reference/related_activity.html","id":null,"dir":"Reference","previous_headings":"","what":"DATASET_TITLE — related_activity","title":"DATASET_TITLE — related_activity","text":"DATASET_DESCRIPTION","code":""},{"path":"/reference/related_activity.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"DATASET_TITLE — related_activity","text":"","code":"related_activity"},{"path":"/reference/related_activity.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"DATASET_TITLE — related_activity","text":"data frame 2950 rows 3 variables: iati_identifier character globally unique identifier activity. related_activity_ref character COLUMN_DESCRIPTION related_activity_type character COLUMN_DESCRIPTION","code":""},{"path":"/reference/related_activity.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"DATASET_TITLE — related_activity","text":"https://iatistandard.org/en/iati-standard/203/","code":""},{"path":"/reference/related_activity.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"DATASET_TITLE — related_activity","text":"","code":"{ knitr::kable(head(related_activity, 10)) } #>  #>  #> |iati_identifier       |related_activity_ref         |related_activity_type | #> |:---------------------|:----------------------------|:---------------------| #> |XM-DAC-41121-2016     |XM-DAC-41121-2016-AFR        |2                     | #> |XM-DAC-41121-2016     |XM-DAC-41121-2016-AME        |2                     | #> |XM-DAC-41121-2016     |XM-DAC-41121-2016-ASO        |2                     | #> |XM-DAC-41121-2016     |XM-DAC-41121-2016-EUR        |2                     | #> |XM-DAC-41121-2016     |XM-DAC-41121-2016-GLOBALPROG |2                     | #> |XM-DAC-41121-2016     |XM-DAC-41121-2016-HQ         |2                     | #> |XM-DAC-41121-2016     |XM-DAC-41121-2016-JPO        |2                     | #> |XM-DAC-41121-2016     |XM-DAC-41121-2016-MENA       |2                     | #> |XM-DAC-41121-2016     |XM-DAC-41121-2017            |3                     | #> |XM-DAC-41121-2016-AFR |XM-DAC-41121-2016            |1                     |"},{"path":"/reference/result.html","id":null,"dir":"Reference","previous_headings":"","what":"DATASET_TITLE — result","title":"DATASET_TITLE — result","text":"DATASET_DESCRIPTION","code":""},{"path":"/reference/result.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"DATASET_TITLE — result","text":"","code":"result"},{"path":"/reference/result.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"DATASET_TITLE — result","text":"data frame 26667 rows 24 variables: iati_identifier character globally unique identifier activity. result_type character COLUMN_DESCRIPTION result_aggregation_status character COLUMN_DESCRIPTION result_title character COLUMN_DESCRIPTION result_desc logical COLUMN_DESCRIPTION result_indicator_measure character COLUMN_DESCRIPTION result_indicator_title character COLUMN_DESCRIPTION result_indicator_desc character COLUMN_DESCRIPTION result_indicator_baseline_value character COLUMN_DESCRIPTION result_indicator_baseline_year character COLUMN_DESCRIPTION result_indicator_baseline_date logical COLUMN_DESCRIPTION result_indicator_baseline_location_ref character COLUMN_DESCRIPTION result_indicator_baseline_dimension_1 character COLUMN_DESCRIPTION result_indicator_baseline_dimension_value_1 character COLUMN_DESCRIPTION result_indicator_baseline_dimension_2 character COLUMN_DESCRIPTION result_indicator_baseline_dimension_value_2 character COLUMN_DESCRIPTION result_indicator_period_start character COLUMN_DESCRIPTION result_indicator_period_end character COLUMN_DESCRIPTION result_indicator_target_value character COLUMN_DESCRIPTION result_indicator_target_location_ref character COLUMN_DESCRIPTION result_indicator_target_dimension_1 character COLUMN_DESCRIPTION result_indicator_target_value_1 character COLUMN_DESCRIPTION result_indicator_target_dimension_2 character COLUMN_DESCRIPTION result_indicator_target_value_2 character COLUMN_DESCRIPTION","code":""},{"path":"/reference/result.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"DATASET_TITLE — result","text":"https://iatistandard.org/en/iati-standard/203/","code":""},{"path":"/reference/result.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"DATASET_TITLE — result","text":"","code":"{ knitr::kable(head(result, 10)) } #>  #>  #> |iati_identifier           |result_type |result_aggregation_status |result_title                             |result_desc |result_indicator_measure |result_indicator_title                                                                                               |result_indicator_desc                                                                   |result_indicator_baseline_value |result_indicator_baseline_year |result_indicator_baseline_date |result_indicator_baseline_location_ref |result_indicator_baseline_dimension_1 |result_indicator_baseline_dimension_value_1 |result_indicator_baseline_dimension_2 |result_indicator_baseline_dimension_value_2 |result_indicator_period_start |result_indicator_period_end |result_indicator_target_value |result_indicator_target_location_ref |result_indicator_target_dimension_1 |result_indicator_target_value_1 |result_indicator_target_dimension_2 |result_indicator_target_value_2 | #> |:-------------------------|:-----------|:-------------------------|:----------------------------------------|:-----------|:------------------------|:--------------------------------------------------------------------------------------------------------------------|:---------------------------------------------------------------------------------------|:-------------------------------|:------------------------------|:------------------------------|:--------------------------------------|:-------------------------------------|:-------------------------------------------|:-------------------------------------|:-------------------------------------------|:-----------------------------|:---------------------------|:-----------------------------|:------------------------------------|:-----------------------------------|:-------------------------------|:-----------------------------------|:-------------------------------| #> |XM-DAC-41121-2016-AFR-AGO |2           |0                         |Civil status documentation               |NA          |2                        |% children under 12 months old who have been issued birth certificates by the authorities                            |NA                                                                                      |30                              |2016                           |NA                             |Angola                                 |Population targeted                   |Refugees and asylum seekers                 |Goal                                  |Protection and mixed solutions              |2016-01-01                    |2016-12-31                  |35                            |Angola                               |Population targeted                 |Refugees and asylum seekers     |Goal                                |Protection and mixed solutions  | #> |XM-DAC-41121-2016-AFR-AGO |2           |0                         |Community mobilization                   |NA          |2                        |% of active female participants in leadership/ management structures                                                 |NA                                                                                      |20                              |2016                           |NA                             |Angola                                 |Population targeted                   |Refugees and asylum seekers                 |Goal                                  |Protection and mixed solutions              |2016-01-01                    |2016-12-31                  |50                            |Angola                               |Population targeted                 |Refugees and asylum seekers     |Goal                                |Protection and mixed solutions  | #> |XM-DAC-41121-2016-AFR-AGO |1           |0                         |Law and policy                           |NA          |1                        |# of advocacy interventions made                                                                                     |Related output: Advocacy conducted                                                      |NA                              |NA                             |NA                             |NA                                     |NA                                    |NA                                          |NA                                    |NA                                          |2016-01-01                    |2016-12-31                  |6                             |Angola                               |Population targeted                 |Refugees and asylum seekers     |Goal                                |Protection and mixed solutions  | #> |XM-DAC-41121-2016-AFR-AGO |2           |0                         |Resettlement                             |NA          |2                        |% of persons of concern identified in need of resettlement submitted for resettlement                                |NA                                                                                      |0                               |2016                           |NA                             |Angola                                 |Population targeted                   |Refugees and asylum seekers                 |Goal                                  |Protection and mixed solutions              |2016-01-01                    |2016-12-31                  |25                            |Angola                               |Population targeted                 |Refugees and asylum seekers     |Goal                                |Protection and mixed solutions  | #> |XM-DAC-41121-2016-AFR-AGO |2           |0                         |SGBV prevention and response             |NA          |1                        |Extent community is active in SGBV prevention and survivor centered protection                                       |NA                                                                                      |60                              |2016                           |NA                             |Angola                                 |Population targeted                   |Refugees and asylum seekers                 |Goal                                  |Protection and mixed solutions              |2016-01-01                    |2016-12-31                  |70                            |Angola                               |Population targeted                 |Refugees and asylum seekers     |Goal                                |Protection and mixed solutions  | #> |XM-DAC-41121-2016-AFR-AGO |2           |0                         |Services for persons with specific needs |NA          |2                        |% of persons of concern with disabilities who receive services for their specific needs                              |NA                                                                                      |46.2                            |2016                           |NA                             |Angola                                 |Population targeted                   |Refugees and asylum seekers                 |Goal                                  |Protection and mixed solutions              |2016-01-01                    |2016-12-31                  |55                            |Angola                               |Population targeted                 |Refugees and asylum seekers     |Goal                                |Protection and mixed solutions  | #> |XM-DAC-41121-2016-AFR-AGO |2           |0                         |Solutions strategy                       |NA          |1                        |Extent Comprehensive Solutions strategy identified and agreed                                                        |NA                                                                                      |75                              |2016                           |NA                             |Angola                                 |Population targeted                   |Refugees and asylum seekers                 |Goal                                  |Protection and mixed solutions              |2016-01-01                    |2016-12-31                  |85                            |Angola                               |Population targeted                 |Refugees and asylum seekers     |Goal                                |Protection and mixed solutions  | #> |XM-DAC-41121-2016-AFR-AGO |2           |0                         |Status determination                     |NA          |1                        |Extent applicants have access to status determination procedure                                                      |NA                                                                                      |20                              |2016                           |NA                             |Angola                                 |Population targeted                   |Refugees and asylum seekers                 |Goal                                  |Protection and mixed solutions              |2016-01-01                    |2016-12-31                  |35                            |Angola                               |Population targeted                 |Refugees and asylum seekers     |Goal                                |Protection and mixed solutions  | #> |XM-DAC-41121-2016-AFR-BDI |1           |0                         |Child protection                         |NA          |1                        |# of best interests assessments conducted                                                                            |Related output: Best interest determination process established and operational         |NA                              |NA                             |NA                             |NA                                     |NA                                    |NA                                          |NA                                    |NA                                          |2016-01-01                    |2016-12-31                  |430                           |Burundi                              |Population targeted                 |Refugees and asylum-seekers     |Goal                                |Protection and mixed solutions  | #> |XM-DAC-41121-2016-AFR-BDI |1           |0                         |Child protection                         |NA          |1                        |# of children's committees, groups and other structures that are operational and facilitate children's participation |Related output: Community based child protection structures established and functioning |NA                              |NA                             |NA                             |NA                                     |NA                                    |NA                                          |NA                                    |NA                                          |2016-01-01                    |2016-12-31                  |11                            |Burundi                              |Population targeted                 |Refugees and asylum-seekers     |Goal                                |Protection and mixed solutions  |"},{"path":"/reference/sector.html","id":null,"dir":"Reference","previous_headings":"","what":"sector — sector","title":"sector — sector","text":"DATASET_DESCRIPTION","code":""},{"path":"/reference/sector.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"sector — sector","text":"","code":"sector"},{"path":"/reference/sector.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"sector — sector","text":"data frame 23793 rows 6 variables: iati_identifier character globally unique identifier activity. sector_vocabulary character COLUMN_DESCRIPTION sector_vocabulary_uri logical COLUMN_DESCRIPTION sector_code character COLUMN_DESCRIPTION sector_pct character COLUMN_DESCRIPTION sector_desc character COLUMN_DESCRIPTION","code":""},{"path":"/reference/sector.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"sector — sector","text":"https://iatistandard.org/en/iati-standard/203/","code":""},{"path":"/reference/sector.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"sector — sector","text":"","code":"{ knitr::kable(head(sector, 10)) } #>  #>  #> |iati_identifier       |sector_vocabulary |sector_vocabulary_uri |sector_code |sector_pct |sector_desc                               | #> |:---------------------|:-----------------|:---------------------|:-----------|:----------|:-----------------------------------------| #> |XM-DAC-41121-2016     |99                |NA                    |1           |76.93      |Refugee programme                         | #> |XM-DAC-41121-2016     |99                |NA                    |2           |.82        |Stateless programme                       | #> |XM-DAC-41121-2016     |99                |NA                    |3           |3.69       |Reintegration projects                    | #> |XM-DAC-41121-2016     |99                |NA                    |4           |18.56      |Internally Displaced Person projects      | #> |XM-DAC-41121-2016     |1                 |NA                    |72010       |65.52      |Material relief assistance and services   | #> |XM-DAC-41121-2016     |1                 |NA                    |72011       |6.24       |Basic Health Care Services in Emergencies | #> |XM-DAC-41121-2016     |1                 |NA                    |72012       |3.9        |Education in emergencies                  | #> |XM-DAC-41121-2016     |1                 |NA                    |72040       |.91        |Emergency food aid                        | #> |XM-DAC-41121-2016     |1                 |NA                    |72050       |23.43      |Relief co-ordination and support services | #> |XM-DAC-41121-2016-AFR |99                |NA                    |1           |81.64      |Refugee programme                         |"},{"path":"/reference/show_budget_gap.html","id":null,"dir":"Reference","previous_headings":"","what":"show_budget_gap — show_budget_gap","title":"show_budget_gap — show_budget_gap","text":"UNHCR budgets needs-based: represents total amount money required UNHCR meet needs seeking address.","code":""},{"path":"/reference/show_budget_gap.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"show_budget_gap — show_budget_gap","text":"","code":"show_budget_gap(   year,   programme_lab = NULL,   iati_identifier_ops = NULL,   ctr_name = NULL,   weight_by = NULL )"},{"path":"/reference/show_budget_gap.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"show_budget_gap — show_budget_gap","text":"year numeric value corresponding first year focus recent year within dataset. programme_lab character vector corresponding name programme. iati_identifier_ops character vector corresponding name operation. ctr_name character vector corresponding name country. weight_by list population group weight budget -  \"refugees\", \"asylum_seekers\",  \"returned_refugees\" \"idps\",  \"returned_idps\", \"stateless\",   \"ooc\", \"oip\"   default null.","code":""},{"path":"/reference/show_budget_gap.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"show_budget_gap — show_budget_gap","text":"graph","code":""},{"path":"/reference/show_budget_gap.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"show_budget_gap — show_budget_gap","text":"","code":"show_budget_gap(year = 2018,               ctr_name = \"Brazil\")  show_budget_gap(year = 2018,               ctr_name = \"Brazil\",              weight_by = c(\"refugees\", \"oip\"))"},{"path":"/reference/show_contributions.html","id":null,"dir":"Reference","previous_headings":"","what":"Title — show_contributions","title":"Title — show_contributions","text":"’s breakdown contribution Type (Un-earmarked, Tightly earmarked, etc.) Donor Funds Year?","code":""},{"path":"/reference/show_contributions.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Title — show_contributions","text":"","code":"show_contributions(   year,   programme_lab = NULL,   iati_identifier_ops = NULL,   ctr_name = NULL )"},{"path":"/reference/show_contributions.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Title — show_contributions","text":"year numeric value corresponding first year focus recent year within dataset. programme_lab character vector corresponding name programme. iati_identifier_ops character vector corresponding name operation. ctr_name character vector corresponding name country.","code":""},{"path":"/reference/show_contributions.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Title — show_contributions","text":"graph","code":""},{"path":"/reference/show_contributions.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Title — show_contributions","text":"","code":"knitr::kable(iati::dataTransaction |>                 dplyr::select(aid_type1_name, aid_type1_description)  |>                 dplyr::distinct() |>                 dplyr::filter(!(is.na(aid_type1_name)))) #>  #>  #> |aid_type1_name                                                                          |aid_type1_description                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        | #> |:---------------------------------------------------------------------------------------|:--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------| #> |Core contributions to multilateral institutions                                         |These funds are classified as multilateral ODA (all other categories fall under bilateral ODA). The recipient multilateral institution pools contributions so that they lose their identity and become an integral part of its financial assets. See Annex 2 of the DAC Directives for a comprehensive list of agencies core contributions to which may be reported under B02 (Section I. Multilateral institutions).                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        | #> |Contributions to specific-purpose programmes and funds managed by implementing partners |In addition to their core-funded operations, international organisations, NGOs, PPPs and networks, both in provider and in third countries, set up programmes and funds with a specific sectoral, thematic or geographical focus. Donors’ bilateral contributions to such programmes and funds are recorded here.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            | #> |Project-type interventions                                                              |A project is a set of inputs, activities and outputs, agreed with the partner country*, to reach specific objectives/outcomes within a defined time frame, with a defined budget and a defined geographical area. Projects can vary significantly in terms of objectives, complexity, amounts involved and duration. There are smaller projects that might involve modest financial resources and last only a few months, whereas large projects might involve more significant amounts, entail successive phases and last for many years. A large project with a number of different components is sometimes referred to as a programme, but should nevertheless be recorded here. Feasibility studies, appraisals and evaluations are included (whether designed as part of projects/programmes or dedicated funding arrangements). Academic studies, research and development, trainings, scholarships, and other technical assistance activities not directly linked to development projects/programmes should instead be recorded under D02. Aid channelled through NGOs or multilaterals is also recorded here. This includes payments for NGOs and multilaterals to implement donors’ projects and programmes, and funding of specified NGOs projects. By contrast, core funding of NGOs and multilaterals as well as contributions to specific-purpose funds are recorded under B.* In the cases of equity investments, humanitarian aid or aid channelled through NGOs, projects are recorded here even if there was no direct agreement between the donor and the partner country. | show_contributions(year = 2018,                     ctr_name = \"Brazil\")   show_contributions(year = 2018,                     programme_lab = \"The Americas\")"},{"path":"/reference/show_donors.html","id":null,"dir":"Reference","previous_headings":"","what":"show_donors — show_donors","title":"show_donors — show_donors","text":"main donors country terms transaction?","code":""},{"path":"/reference/show_donors.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"show_donors — show_donors","text":"","code":"show_donors(   year,   programme_lab = NULL,   iati_identifier_ops = NULL,   ctr_name = NULL,   transaction_type_name = \"Incoming Commitment\" )"},{"path":"/reference/show_donors.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"show_donors — show_donors","text":"year year select starting 2016 - one year list programme_lab character vector corresponding name programme. iati_identifier_ops character vector corresponding name operation. ctr_name character vector corresponding name country. transaction_type_name Transaction type - default \"Incoming Commitment\" , can also   \"Disbursement\", \"Expenditure\"","code":""},{"path":"/reference/show_donors.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"show_donors — show_donors","text":"graph","code":""},{"path":"/reference/show_donors.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"show_donors — show_donors","text":"","code":"knitr::kable(iati::dataTransaction |>                 dplyr::select( transaction_type_name, transaction_type_description) |>                 dplyr::distinct() ) #>  #>  #> |transaction_type_name |transaction_type_description                                                                                                                                                  | #> |:---------------------|:-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------| #> |Incoming Commitment   |A firm, written obligation from a donor or provider to provide a specified amount of funds, under particular terms and conditions, reported by a recipient for this activity. | #> |Expenditure           |Outgoing funds that are spent on goods and services for the activity.                                                                                                         | #> |Disbursement          |Outgoing funds that are placed at the disposal of a recipient government or organisation, or funds transferred between two separately reported activities.                    | show_donors(year = 2022,            programme_lab = \"The Americas\",            transaction_type_name = \"Incoming Commitment\" )  show_donors(year = 2018,            ctr_name = \"Brazil\",            transaction_type_name = \"Incoming Commitment\" )  show_donors(year = 2018,            programme_lab = \"Brazil\",            transaction_type_name = \"Disbursement\" )  show_donors(year = 2018,            programme_lab = \"Brazil\",            transaction_type_name = \"Expenditure\" )"},{"path":"/reference/show_earmarking.html","id":null,"dir":"Reference","previous_headings":"","what":"Title — show_earmarking","title":"Title — show_earmarking","text":"’s breakdown Earmarking Type (Un-earmarked, Tightly earmarked, etc.) \\  Donor Funds Year?    possible, UNHCR prefers receive unearmarked funds, allows agency   greater flexibility allocating resources new needs emerge course year.   possible, funds can also softly earmarked. mean funds   can spent anywhere within region particular situation (example, funds   spent assist refugees Syria, can spent country hosting   refugees). Earmarked funds contribution corresponds specific country   can spent anything within operation’s programme. Finally, tightly earmarked funds   specify activity population within country’s programme. UNHCR charges ISC -  Indirect Support Costs - rate 6.5   covers management administration  costs HQ programme support costs    incurred HQ Regional Bureaux.","code":""},{"path":"/reference/show_earmarking.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Title — show_earmarking","text":"","code":"show_earmarking(   year,   programme_lab = NULL,   iati_identifier_ops = NULL,   ctr_name = NULL )"},{"path":"/reference/show_earmarking.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Title — show_earmarking","text":"year numeric value corresponding first year focus recent year within dataset. programme_lab character vector corresponding name programme. iati_identifier_ops character vector corresponding name operation. ctr_name character vector corresponding name country.","code":""},{"path":"/reference/show_earmarking.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Title — show_earmarking","text":"graph","code":""},{"path":"/reference/show_earmarking.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Title — show_earmarking","text":"","code":"knitr::kable(iati::dataTransaction |>                 dplyr::select(earmarking_name, earmarking_description)  |>                 dplyr::distinct() |>                 dplyr::filter(!(is.na(earmarking_name)))) #>  #>  #> |earmarking_name   |earmarking_description                                | #> |:-----------------|:-----------------------------------------------------| #> |Unearmarked       |Any or all of the Earmarking Modality codes A,B or C. | #> |Softly Earmarked  |Any or all of the Earmarking Modality codes D,E or F. | #> |Tightly Earmarked |Any or all of the Earmarking Modality codes I,J or K. | #> |Earmarked         |Any or all of the Earmarking Modality codes G or H.   | show_earmarking(year = 2018,                ctr_name = \"Brazil\")"},{"path":"/reference/show_expenditure.html","id":null,"dir":"Reference","previous_headings":"","what":"show_expenditure — show_expenditure","title":"show_expenditure — show_expenditure","text":"much expenditures compare initial budget (potentially weighted #)?","code":""},{"path":"/reference/show_expenditure.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"show_expenditure — show_expenditure","text":"","code":"show_expenditure(   year,   programme_lab = NULL,   iati_identifier_ops = NULL,   ctr_name = NULL,   weight_by = NULL )"},{"path":"/reference/show_expenditure.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"show_expenditure — show_expenditure","text":"year numeric value corresponding first year focus recent year within dataset. programme_lab character vector corresponding name programme. iati_identifier_ops character vector corresponding name operation. ctr_name character vector corresponding name country. weight_by list population group weight budget -  \"refugees\", \"asylum_seekers\",  \"returned_refugees\" \"idps\",  \"returned_idps\", \"stateless\",   \"ooc\", \"oip\"   default null.","code":""},{"path":"/reference/show_expenditure.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"show_expenditure — show_expenditure","text":"graph","code":""},{"path":"/reference/show_expenditure.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"show_expenditure — show_expenditure","text":"","code":"show_expenditure(year = 2018,               ctr_name = \"Brazil\")   show_expenditure(year = 2018,               ctr_name = \"Brazil\",              weight_by = c(\"refugees\", \"oip\"))"},{"path":"/reference/show_goal_sdg.html","id":null,"dir":"Reference","previous_headings":"","what":"show_goal_sdg — show_goal_sdg","title":"show_goal_sdg — show_goal_sdg","text":"Show resource allocation line SDG goal","code":""},{"path":"/reference/show_goal_sdg.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"show_goal_sdg — show_goal_sdg","text":"","code":"show_goal_sdg(   year,   programme_lab = NULL,   iati_identifier_ops = NULL,   ctr_name = NULL )"},{"path":"/reference/show_goal_sdg.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"show_goal_sdg — show_goal_sdg","text":"year numeric value list value. programme_lab character vector corresponding name programme. iati_identifier_ops character vector corresponding name operation. ctr_name character vector corresponding name country.","code":""},{"path":"/reference/show_goal_sdg.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"show_goal_sdg — show_goal_sdg","text":"graph","code":""},{"path":"/reference/show_goal_sdg.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"show_goal_sdg — show_goal_sdg","text":"","code":"show_goal_sdg(year =  c(  2020, 2021, 2022),               ctr_name = \"Brazil\")"},{"path":"/reference/show_implementers.html","id":null,"dir":"Reference","previous_headings":"","what":"Ploting implementer — show_implementers","title":"Ploting implementer — show_implementers","text":"Ploting implementer","code":""},{"path":"/reference/show_implementers.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Ploting implementer — show_implementers","text":"","code":"show_implementers()"},{"path":"/reference/show_implementers.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Ploting implementer — show_implementers","text":"graph","code":""},{"path":"/reference/show_implementers.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Ploting implementer — show_implementers","text":"","code":"show_implementers( )  #> NULL"},{"path":"/reference/show_indicators.html","id":null,"dir":"Reference","previous_headings":"","what":"show_indicators — show_indicators","title":"show_indicators — show_indicators","text":"much indicators evolve time thresholds?","code":""},{"path":"/reference/show_indicators.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"show_indicators — show_indicators","text":"","code":"show_indicators(   year,   programme_lab = NULL,   iati_identifier_ops = NULL,   ctr_name = NULL,   result_type_name = \"Outcome\",   type = \"deviation\" )"},{"path":"/reference/show_indicators.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"show_indicators — show_indicators","text":"year numeric value corresponding first year focus recent year within dataset. programme_lab character vector corresponding name programme. iati_identifier_ops character vector corresponding name operation. ctr_name character vector corresponding name country. result_type_name either  \"Impact\"  \"Outcome\" \"Output\" - default  \"Outcome\" type \"deviation\" showing difference target actual -  \"progress\"  showing difference baseline actual","code":""},{"path":"/reference/show_indicators.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"show_indicators — show_indicators","text":"graph","code":""},{"path":"/reference/show_indicators.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"show_indicators — show_indicators","text":"","code":"show_indicators(year = 2022,                ctr_name = \"Brazil\",               result_type_name = \"Outcome\",              type = \"deviation\"              )  show_indicators(year = 2022,                ctr_name = \"Brazil\",               result_type_name = \"Impact\",              type = \"deviation\"              )  show_indicators(year = 2019,                ctr_name = \"Brazil\",               result_type_name = \"Output\",              type = \"deviation\"              ) #> Warning: Removed 12 rows containing missing values (`position_stack()`). #> Warning: Removed 12 rows containing missing values (`geom_text()`).  show_indicators(year = 2022,                ctr_name = \"Brazil\",               result_type_name = \"Outcome\",              type = \"progress\"              )  show_indicators(year = 2022,                ctr_name = \"Brazil\",               result_type_name = \"Impact\",              type = \"progress\"              )  show_indicators(year = 2019,                ctr_name = \"Brazil\",               result_type_name = \"Output\",              type = \"progress\"              )"},{"path":"/reference/show_indicators_time.html","id":null,"dir":"Reference","previous_headings":"","what":"show_indicators_time — show_indicators_time","title":"show_indicators_time — show_indicators_time","text":"much indicators evolve time thresholds?","code":""},{"path":"/reference/show_indicators_time.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"show_indicators_time — show_indicators_time","text":"","code":"show_indicators_time(   year,   programme_lab = NULL,   iati_identifier_ops = NULL,   ctr_name = NULL,   result_type_name = \"Outcome\",   type = \"deviation\" )"},{"path":"/reference/show_indicators_time.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"show_indicators_time — show_indicators_time","text":"year numeric value corresponding first year focus recent year within dataset. programme_lab character vector corresponding name programme. iati_identifier_ops character vector corresponding name operation. ctr_name character vector corresponding name country. result_type_name either  \"Impact\"  \"Outcome\" \"Output\" - default  \"Outcome\" type \"deviation\" showing difference target actual -  \"progress\"  showing difference baseline actual","code":""},{"path":"/reference/show_indicators_time.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"show_indicators_time — show_indicators_time","text":"graph","code":""},{"path":"/reference/show_indicators_time.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"show_indicators_time — show_indicators_time","text":"","code":"show_indicators_time(year = 2020,                ctr_name = \"Brazil\",               result_type_name = \"Outcome\",              type = \"deviation\"              ) #> Warning: n too large, allowed maximum for palette Paired is 12 #> Returning the palette you asked for with that many colors #> Warning: Removed 6 rows containing missing values (`geom_point()`).  show_indicators_time(year =  2020,               ctr_name = \"Brazil\",               result_type_name = \"Impact\",              type = \"deviation\"              )  show_indicators_time(year =  2020,                ctr_name = \"Brazil\",               result_type_name = \"Output\",              type = \"deviation\"              )  show_indicators_time(year =  2020,               ctr_name = \"Brazil\",               result_type_name = \"Outcome\",              type = \"progress\"              ) #> Warning: n too large, allowed maximum for palette Paired is 12 #> Returning the palette you asked for with that many colors #> Warning: Removed 4 rows containing missing values (`geom_point()`).  show_indicators_time(year =  2020,               ctr_name = \"Brazil\",               result_type_name = \"Impact\",              type = \"progress\"              )  show_indicators_time(year =  2020,               ctr_name = \"Brazil\",               result_type_name = \"Output\",              type = \"progress\"              )"},{"path":"/reference/show_outcome_rbm.html","id":null,"dir":"Reference","previous_headings":"","what":"show_outcome_rbm — show_outcome_rbm","title":"show_outcome_rbm — show_outcome_rbm","text":"funded sectors per country based new RBM framework.   activities UNHCR plans undertakes around world described    16 \"Outcome Areas\".","code":""},{"path":"/reference/show_outcome_rbm.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"show_outcome_rbm — show_outcome_rbm","text":"","code":"show_outcome_rbm(   year,   programme_lab = NULL,   iati_identifier_ops = NULL,   ctr_name = NULL )"},{"path":"/reference/show_outcome_rbm.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"show_outcome_rbm — show_outcome_rbm","text":"year numeric value list value. programme_lab character vector corresponding name programme. iati_identifier_ops character vector corresponding name operation. ctr_name character vector corresponding name country.","code":""},{"path":"/reference/show_outcome_rbm.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"show_outcome_rbm — show_outcome_rbm","text":"graph","code":""},{"path":"/reference/show_outcome_rbm.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"show_outcome_rbm — show_outcome_rbm","text":"","code":"show_outcome_rbm( year =  c(  2020, 2021, 2022),               ctr_name = \"Brazil\")"},{"path":"/reference/show_partnership.html","id":null,"dir":"Reference","previous_headings":"","what":"show_partnership — show_partnership","title":"show_partnership — show_partnership","text":"organisations partner together?","code":""},{"path":"/reference/show_partnership.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"show_partnership — show_partnership","text":"","code":"show_partnership(   year,   programme_lab = NULL,   iati_identifier_ops = NULL,   ctr_name = NULL )"},{"path":"/reference/show_partnership.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"show_partnership — show_partnership","text":"year numeric value corresponding year displayed programme_lab character vector corresponding name programme. iati_identifier_ops character vector corresponding name operation. ctr_name character vector corresponding name country.","code":""},{"path":"/reference/show_partnership.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"show_partnership — show_partnership","text":"graph","code":""},{"path":"/reference/show_partnership.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"show_partnership — show_partnership","text":"","code":"show_partnership(year = 2022,            ctr_name = \"Brazil\" )  #>  #>  #> |Organisation              |Funding                                                                                                                                                                                                                                                                                                                                                                                       |Implementing                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 | #> |:-------------------------|:---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------| #> |Government                |Governmental donors of unearmarked and flexible funds, United States                                        , Government of Cyprus                                 , Government of Brazil                                                                                                                                                                                                     |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             | #> |National NGO              |Australia for UNHCR                         , España con ACNUR (Spain)                    , Fundación ACNUR Comité Argentino (Argentina), Japan for UNHCR                             , Sweden for UNHCR                            , Switzerland for UNHCR                       , UK for UNHCR                                , UNO-Flüchtlingshilfe (Germany)              , USA for UNHCR |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             | #> |Other Public Sector       |European Commission - Humanitarian Aid & Civil Protection, European Commission - International Partnerships                                                                                                                                                                                                                                                                                   |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             | #> |Multilateral              |UN Women                                      , International Organization for Migration (IOM)                                                                                                                                                                                                                                                                                                |United Nations High Commissioner for Refugees (UNHCR)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        | #> |Partner Country based NGO |                                                                                                                                                                                                                                                                                                                                                                                              |Caritas Brasileira Regional Parana                           , Instituto MANA                                               , ASAV Servico Jesuita a Migrantes e Refugiados                , CARITAS ARQUIDIOCESANA DE MANAUS                             , Associacao Hermanitos                                        , Pia Sociedade dos Missionários de São Carlos                 , Associacao Voluntarios Para o Servicio Internacional - BRASIL, CARITAS ARQUIDIOCESANA DE SAO PAULO, BRAZIL                  , INSTITUTO DE MIGRACOES E DIREITOS HUMANOS                    , I Know My Rights                                             , CARITAS ARQUIDIOCESANA DE RIO DE JANEIRO, BRAZIL             , A Casa - Museu De Artes e Artefatos Brasileiros              , Associacao Compassiva                                        , Instituto Internacional de Educacao do Brasil                , Organizacao Fraternidade sem Fronteiras                      , Aldeias Infantis SOS Brasil | #> |International NGO         |                                                                                                                                                                                                                                                                                                                                                                                              |ADVENTIST DEVELOPMENT AND RELIEF AGENCY, Panamerican Development Foundation                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  | #> |Private Sector            |Private donors                                                                                                                                                                                                                                                                                                                                                                                |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             |"},{"path":"/reference/show_sectors.html","id":null,"dir":"Reference","previous_headings":"","what":"show_sectors — show_sectors","title":"show_sectors — show_sectors","text":"funded sectors per country (Expenditure evolution per impact /outcome area)?","code":""},{"path":"/reference/show_sectors.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"show_sectors — show_sectors","text":"","code":"show_sectors(   year,   programme_lab = NULL,   iati_identifier_ops = NULL,   ctr_name = NULL,   sector_vocabulary_name = \"Reporting Organisation 2\" )"},{"path":"/reference/show_sectors.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"show_sectors — show_sectors","text":"year numeric value list value. programme_lab character vector corresponding name programme. iati_identifier_ops character vector corresponding name operation. ctr_name character vector corresponding name country. sector_vocabulary_name sector_vocabulary","code":""},{"path":"/reference/show_sectors.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"show_sectors — show_sectors","text":"graph","code":""},{"path":"/reference/show_sectors.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"show_sectors — show_sectors","text":"","code":"knitr::kable( iati::dataSector |>                  dplyr::select( sector_vocabulary_name, sector_vocabulary_description) |>                 dplyr::distinct() |>                 dplyr::filter(!(is.na(sector_vocabulary_name)))) #>  #>  #> |sector_vocabulary_name                                         |sector_vocabulary_description                                                                                                                             | #> |:--------------------------------------------------------------|:---------------------------------------------------------------------------------------------------------------------------------------------------------| #> |Reporting Organisation                                         |The sector reported corresponds to a sector vocabulary maintained by the reporting organisation for this activity                                         | #> |OECD DAC CRS Purpose Codes (5 digit)                           |The sector reported corresponds to an OECD DAC CRS 5-digit purpose code                                                                                   | #> |Humanitarian Global Clusters (Inter-Agency Standing Committee) |The sector reported corresponds to an Inter-Agency Standard Committee Humanitarian Global Cluster code                                                    | #> |Reporting Organisation 2                                       |The sector reported corresponds to a sector vocabulary maintained by the reporting organisation for this activity (if they are referencing more than one) | show_sectors(   year =  c(2020, 2021, 2022),    ctr_name = \"Brazil\",   sector_vocabulary_name = \"Reporting Organisation\")  show_sectors(   year = 2022,    ctr_name = \"Brazil\",   sector_vocabulary_name = \"Reporting Organisation 2\")  show_sectors(   year = c(2020, 2021, 2022),     ctr_name = \"Brazil\",   sector_vocabulary_name = \"Reporting Organisation 2\")  show_sectors(   year = c(2017,2018,2019,2020,2021, 2022),    ctr_name = \"Brazil\",   sector_vocabulary_name = \"Humanitarian Global Clusters (Inter-Agency Standing Committee)\")  show_sectors(   year = c(2017,2018,2019,2020,2021, 2022),    ctr_name = \"Brazil\",   sector_vocabulary_name = \"OECD DAC CRS Purpose Codes (5 digit)\")"},{"path":"/reference/show_sectors_rbm.html","id":null,"dir":"Reference","previous_headings":"","what":"show_sectors_rbm — show_sectors_rbm","title":"show_sectors_rbm — show_sectors_rbm","text":"funded sectors per country based new RBM framework","code":""},{"path":"/reference/show_sectors_rbm.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"show_sectors_rbm — show_sectors_rbm","text":"","code":"show_sectors_rbm(   year,   programme_lab = NULL,   iati_identifier_ops = NULL,   ctr_name = NULL )"},{"path":"/reference/show_sectors_rbm.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"show_sectors_rbm — show_sectors_rbm","text":"year numeric value list value. programme_lab character vector corresponding name programme. iati_identifier_ops character vector corresponding name operation. ctr_name character vector corresponding name country.","code":""},{"path":"/reference/show_sectors_rbm.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"show_sectors_rbm — show_sectors_rbm","text":"graph","code":""},{"path":"/reference/show_sectors_rbm.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"show_sectors_rbm — show_sectors_rbm","text":"","code":"show_sectors_rbm( year =  c(2017, 2018, 2019, 2020, 2021, 2022),               ctr_name = \"Brazil\")"},{"path":"/reference/show_top_donors.html","id":null,"dir":"Reference","previous_headings":"","what":"show_top_donors — show_top_donors","title":"show_top_donors — show_top_donors","text":"main donors country terms transaction?","code":""},{"path":"/reference/show_top_donors.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"show_top_donors — show_top_donors","text":"","code":"show_top_donors(   year,   programme_lab = NULL,   iati_identifier_ops = NULL,   ctr_name = NULL,   top_n = 5 )"},{"path":"/reference/show_top_donors.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"show_top_donors — show_top_donors","text":"year year select starting 2016 - one year list programme_lab character vector corresponding name programme. iati_identifier_ops character vector corresponding name operation. ctr_name character vector corresponding name country. top_n top n donors show - rest lumped together","code":""},{"path":"/reference/show_top_donors.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"show_top_donors — show_top_donors","text":"graph","code":""},{"path":"/reference/show_top_donors.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"show_top_donors — show_top_donors","text":"","code":"show_top_donors(year = 2022,            ctr_name = \"Brazil\",             top_n = 5)  show_top_donors(year = 2020,            ctr_name = \"Brazil\",             top_n = 10)"},{"path":"/reference/template_prez.html","id":null,"dir":"Reference","previous_headings":"","what":"Generate a summary powerpoint — template_prez","title":"Generate a summary powerpoint — template_prez","text":"Generate summary powerpoint","code":""},{"path":"/reference/template_prez.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Generate a summary powerpoint — template_prez","text":"","code":"template_prez(year = 2022, ctr_name, folder = \"Prez\")"},{"path":"/reference/template_prez.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Generate a summary powerpoint — template_prez","text":"year numeric value corresponding first year focus recent year within dataset. ctr_name character vector corresponding name country. folder folder within project put generated report.  Folder created exist","code":""},{"path":"/reference/template_prez.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Generate a summary powerpoint — template_prez","text":"nothing file report generated","code":""},{"path":"/reference/template_prez.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Generate a summary powerpoint — template_prez","text":"","code":"## generate for one country # iati::template_prez(year = 2022,  #                     ctr_name = \"Brazil\", #                     folder = \"dev/Prez\")  # ## Generate for all operation specific region # region <- \"The Americas\" #  # countries <- iati::dataActivity |>  #        dplyr::filter( unhcr_region ==  region) |> #        dplyr::select(ctr_name) |> #        dplyr::distinct() |> #        dplyr::pull() #  # for ( ctr in countries) { #     cat(paste0(ctr, \"\\n\")) #     iati::template_prez(year = 2022,  #                     ctr_name = ctr, #                     folder = \"dev/Prez\")  }"},{"path":"/reference/transaction.html","id":null,"dir":"Reference","previous_headings":"","what":"transaction — transaction","title":"transaction — transaction","text":"Transactions recording committed actual funds flowing aid activity.","code":""},{"path":"/reference/transaction.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"transaction — transaction","text":"","code":"transaction"},{"path":"/reference/transaction.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"transaction — transaction","text":"data frame 30752 rows 17 variables: iati_identifier character globally unique identifier activity. transaction_ref character COLUMN_DESCRIPTION transaction_humanitarian logical COLUMN_DESCRIPTION transaction_type_code double type transaction (e.g. commitment, disbursement, expenditure, etc.). transaction_date date COLUMN_DESCRIPTION transaction_value_currency character COLUMN_DESCRIPTION transaction_value_date date COLUMN_DESCRIPTION transaction_value double COLUMN_DESCRIPTION transaction_description character human-readable description transaction. transaction_provider_org_type double COLUMN_DESCRIPTION transaction_provider_org_ref character COLUMN_DESCRIPTION transaction_provider_org character COLUMN_DESCRIPTION transaction_aid_type_code_1 character COLUMN_DESCRIPTION transaction_aid_type_vocabulary_1 double COLUMN_DESCRIPTION transaction_aid_type_code_2 character COLUMN_DESCRIPTION transaction_aid_type_vocabulary_2 double COLUMN_DESCRIPTION transaction_value_USD double COLUMN_DESCRIPTION","code":""},{"path":"/reference/transaction.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"transaction — transaction","text":"https://iatistandard.org/en/iati-standard/203/activity-standard/iati-activities/iati-activity/transaction/","code":""},{"path":"/reference/transaction.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"transaction — transaction","text":"","code":"{ knitr::kable(head(transaction, 10)) } #>  #>  #> |iati_identifier   |transaction_ref |transaction_humanitarian | transaction_type_code|transaction_date |transaction_value_currency |transaction_value_date | transaction_value|transaction_description      | transaction_provider_org_type|transaction_provider_org_ref |transaction_provider_org |transaction_aid_type_code_1 | transaction_aid_type_vocabulary_1|transaction_aid_type_code_2 | transaction_aid_type_vocabulary_2| transaction_value_USD| #> |:-----------------|:---------------|:------------------------|---------------------:|:----------------|:--------------------------|:----------------------|-----------------:|:----------------------------|-----------------------------:|:----------------------------|:------------------------|:---------------------------|---------------------------------:|:---------------------------|---------------------------------:|---------------------:| #> |XM-DAC-41121-2016 |65337           |NA                       |                    11|2016-06-30       |USD                        |2016-06-30             |            995603|Monthly contribution summary |                            70|NA                           |Private donors           |B02                         |                                 1|1                           |                                 2|            995603.365| #> |XM-DAC-41121-2016 |65737           |NA                       |                    11|2016-07-31       |USD                        |2016-07-31             |             99558|Monthly contribution summary |                            70|NA                           |Private donors           |B02                         |                                 1|1                           |                                 2|             99557.520| #> |XM-DAC-41121-2016 |65228           |NA                       |                    11|2016-04-30       |USD                        |2016-04-30             |               100|Monthly contribution summary |                            70|NA                           |Private donors           |B03                         |                                 1|2                           |                                 2|                99.660| #> |XM-DAC-41121-2016 |65677           |NA                       |                    11|2016-12-31       |USD                        |2016-12-31             |              9847|Monthly contribution summary |                            70|NA                           |Private donors           |B03                         |                                 1|2                           |                                 2|              9847.020| #> |XM-DAC-41121-2016 |65476           |NA                       |                    11|2016-08-31       |USD                        |2016-08-31             |             97088|Monthly contribution summary |                            70|NA                           |Private donors           |B02                         |                                 1|1                           |                                 2|             97088.412| #> |XM-DAC-41121-2016 |65055           |NA                       |                    11|2016-01-31       |USD                        |2016-01-31             |            960637|Monthly contribution summary |                            70|NA                           |Private donors           |B02                         |                                 1|1                           |                                 2|            960637.301| #> |XM-DAC-41121-2016 |65544           |NA                       |                    11|2016-05-31       |USD                        |2016-05-31             |            953705|Monthly contribution summary |                            70|NA                           |Private donors           |B02                         |                                 1|1                           |                                 2|            953705.310| #> |XM-DAC-41121-2016 |65461           |NA                       |                    11|2016-08-31       |USD                        |2016-08-31             |              9492|Monthly contribution summary |                            70|NA                           |Private donors           |B02                         |                                 1|1                           |                                 2|              9491.715| #> |XM-DAC-41121-2016 |65476           |NA                       |                    11|2016-08-31       |USD                        |2016-08-31             |              9437|Monthly contribution summary |                            70|NA                           |Private donors           |B03                         |                                 1|2                           |                                 2|              9437.292| #> |XM-DAC-41121-2016 |65387           |NA                       |                    11|2016-07-31       |USD                        |2016-07-31             |            941500|Monthly contribution summary |                            70|NA                           |Private donors           |B02                         |                                 1|1                           |                                 2|            941499.647|"},{"path":"/news/index.html","id":"iati-011","dir":"Changelog","previous_headings":"","what":"iati 0.1.1","title":"iati 0.1.1","text":"initial version","code":""}]
diff --git a/docs/sitemap.xml b/docs/sitemap.xml
index 4daed2c..00eb9f6 100644
--- a/docs/sitemap.xml
+++ b/docs/sitemap.xml
@@ -189,9 +189,15 @@
   
     /reference/location.html
   
+  
+    /reference/mapping_indicator.html
+  
   
     /reference/mapping_result.html
   
+  
+    /reference/mapping_sdg.html
+  
   
     /reference/mapping_sector.html
   
@@ -228,6 +234,9 @@
   
     /reference/show_expenditure.html
   
+  
+    /reference/show_goal_sdg.html
+  
   
     /reference/show_implementers.html
   
@@ -237,6 +246,9 @@
   
     /reference/show_indicators_time.html
   
+  
+    /reference/show_outcome_rbm.html
+  
   
     /reference/show_partnership.html
   
diff --git a/inst/rmarkdown/templates/iati_prez/skeleton/skeleton.Rmd b/inst/rmarkdown/templates/iati_prez/skeleton/skeleton.Rmd
index ec862c1..d6010bc 100644
--- a/inst/rmarkdown/templates/iati_prez/skeleton/skeleton.Rmd
+++ b/inst/rmarkdown/templates/iati_prez/skeleton/skeleton.Rmd
@@ -3,7 +3,7 @@ params:
   year: 2022
   ctr_name: "Brazil"
 title: "UNHCR Programme in  \ `r params$ctr_name` "
-subtitle:  "Based on data publicly released through IATI - the International Aid Transparency Initiative"
+subtitle:  "Strategic Moment of Reflection using publicly released open data"
 output:
   unhcrdown::pptx_slides
 ---
@@ -28,103 +28,252 @@ library(iati)
 showtext::showtext_auto(FALSE) 
 ```
 
-# Data literacy... 
+#  A "Strategic Moment of Reflection" ... 
 
+ _is  a dedicated moment for relevant stakeholders to review progress and identify challenges, opportunities and possible strategic shifts or re-orientations_.
 
+This presentation conveniently includes key visualization based on [publicly released data]( `r paste0("https://reporting.unhcr.org/operational/operations/",params$ctr_name)`) on:
 
-... describes the ability to read, analyze, and argue with data.
+ * Population Statistics
 
+ * Resources Allocation by Sector
 
+ * Results & Indicators
+ 
+ * Budget & Funding 
 
 > ## “__Numbers have an important story to tell. They rely on YOU to give them a voice!__”
-
 > -- Stephen Few
 
+---
 
+# Population statistics
 
----
+__Framing questions for strategic reflections:__
 
-```{r ph=officer::ph_location_fullsize()}
- 
-show_donors(year = 2018,
-           ctr_name = params$ctr_nam,
-           transaction_type_name = "Incoming Commitment" )-> p
-dml(ggobj = p, fonts = list(serif = 'Lato'))
-```
+* What are the main drivers behind significant changes in the number of forcibly displaced and stateless people?
 
+* Are Refugee Status Determination processing in line with needs?
 
- 
+* What are the prospect for Refugee Solutions?
 
 
 ---
 
-```{r ph=officer::ph_location_fullsize()}
-show_top_donors(year = "2022",
-           ctr_name = params$ctr_name,
-           transaction_type_name = "Incoming Commitment" ,
-           top_n = 10) -> p
+
+```{r ph=officer::ph_location_fullsize()} 
+
+## Need to account for MCO... - if MCO - then mutliple country to aggregate...
+
+# Piping from previous steps
+fd_last_ten_years <- refugees::population |>
+  dplyr::filter(year >= 2013 & year <= 2023 & 
+                coa ==   countrycode::countrycode(params$ctr_name, origin = 'country.name', destination = 'iso3c')) |>
+  dplyr::summarise(refugees = sum(refugees, na.rm = TRUE),
+                   asylum_seekers = sum(asylum_seekers, na.rm = TRUE), 
+                   oip = sum(oip, na.rm = TRUE),
+                   ooc = sum(ooc, na.rm = TRUE), 
+                   stateless = sum(stateless, na.rm = TRUE), 
+                   idps = sum(idps, na.rm = TRUE), 
+                   # by define the key to use for summarise
+                   .by = year) |>  
+  tidyr::pivot_longer(cols = -year, 
+                      names_to = "population_type", 
+                      values_to = "total")   |> 
+  # Creating new or overwriting variables with mutate 
+  dplyr::mutate(
+    # with factor we enforce a specific order to be used 
+    population_type = forcats::fct_relevel(population_type,
+                                             "refugees", "oip", "asylum_seekers", "stateless", "idps", "ooc"), 
+    # Now we map this to labels
+    pop_type  = dplyr::recode(population_type,
+                              refugees="Refugees",
+                              asylum_seekers="Asylum-seekers",
+                              oip="Other people in need of international protection",
+                              stateless="Stateless Persons",
+                              idps="Internally displaced person",
+                              ooc="Others of Concern to UNHCR")) |>
+  # Sorting with arrange
+  dplyr::arrange(year, population_type)  |>
+  # Renaming existing variables
+  dplyr::rename( pop_num = total ) 
+
+cols_poptype <- c("Asylum-seekers" = "#18375F",
+                    "Refugees" = "#0072BC",
+                    "Other people in need of international protection" = "#EF4A60", 
+                    "Others of Concern to UNHCR" = "#999999",
+                    "Internally displaced persons" = "#00B398",
+                    "Stateless Persons" = "#E1CC0D")
+
+### Pulling last record to populate the title and subtitle
+fd_last <- fd_last_ten_years |>
+        dplyr::filter(year == max( fd_last_ten_years$year))
+
+tot <- scales::label_number(accuracy = .2, scale_cut = scales::cut_short_scale())(sum( fd_last$pop_num, na.rm = TRUE))
+
+
+charttit <-  paste0(tot , " People reported through UNHCR Statistics in ",params$ctr_name , " | As of ", max( fd_last_ten_years$year))
+
+
+chartsub <- paste0(  
+  
+  dplyr::if_else(fd_last |> 
+                   dplyr::filter(population_type== "idps") |> 
+                   dplyr::pull(pop_num) > 0, 
+                 paste0( "", 
+                          scales::label_number(accuracy = .2, scale_cut = scales::cut_short_scale())(fd_last |>
+                                                                dplyr::filter(population_type== "idps") |> 
+                                                                  dplyr::pull(pop_num)),
+                         " IDPs  "), 
+                 paste0("")),
+  
+  dplyr::if_else(fd_last |> 
+                   dplyr::filter(population_type== "refugees") |> 
+                   dplyr::pull(pop_num) > 0, 
+                 paste0( "", 
+                          scales::label_number(accuracy = .2, scale_cut = scales::cut_short_scale())(fd_last |>
+                                                                dplyr::filter(population_type== "refugees") |> 
+                                                                  dplyr::pull(pop_num)),
+                         " Refugees  "), 
+                 paste0("")),
+  
+  
+  dplyr::if_else(fd_last |> 
+                   dplyr::filter(population_type== "asylum_seekers") |> 
+                   dplyr::pull(pop_num) > 0, 
+                 paste0( "", 
+                          scales::label_number(accuracy = .2, scale_cut = scales::cut_short_scale())(fd_last |>
+                                                                dplyr::filter(population_type== "asylum_seekers") |> 
+                                                                  dplyr::pull(pop_num)),
+                         " Asylum-seekers  "), 
+                 paste0("")),
+  
+  
+  dplyr::if_else(fd_last |> 
+                   dplyr::filter(population_type== "oip") |> 
+                   dplyr::pull(pop_num) > 0, 
+                 paste0( "", 
+                          scales::label_number(accuracy = .2, scale_cut = scales::cut_short_scale())(fd_last |>
+                                                                dplyr::filter(population_type== "oip") |> 
+                                                                  dplyr::pull(pop_num)),
+                         " Other people in need of international protection  "), 
+                 paste0("")),
+  
+  
+  dplyr::if_else(fd_last |> 
+                   dplyr::filter(population_type== "stateless") |> 
+                   dplyr::pull(pop_num) > 0, 
+                 paste0( "", 
+                          scales::label_number(accuracy = .2, scale_cut = scales::cut_short_scale())(fd_last |>
+                                                                dplyr::filter(population_type== "stateless") |> 
+                                                                  dplyr::pull(pop_num)),
+                         " Stateless Persons "), 
+                 paste0("")),
+  
+  
+  dplyr::if_else(fd_last |> 
+                   dplyr::filter(population_type== "ooc") |> 
+                   dplyr::pull(pop_num) > 0, 
+                 paste0( "", 
+                          scales::label_number(accuracy = .2, scale_cut = scales::cut_short_scale())(fd_last |>
+                                                                dplyr::filter(population_type== "ooc") |> 
+                                                                  dplyr::pull(pop_num)),
+                         " Others of Concern to UNHCR "), 
+                 paste0("")),
+  
+          
+         "."
+         )
+
+
+p <- ggplot(data = fd_last_ten_years,
+       aes( x =  factor(year),  y = pop_num,
+            fill = pop_type)) +  
+  geom_col( width = .7 ) + 
+  unhcrthemes::scale_fill_unhcr_d(
+    palette = "pal_unhcr_poc" ,
+    nmax = 9, order = c(4, 1:3, 9, 8)  ) +
+      scale_fill_manual(values = cols_poptype,
+                      drop = TRUE,
+                      limits = force) +
+  
+  scale_y_continuous(
+    expand = expansion(mult = c(0, 0)),
+    labels = scales::label_number(scale_cut = scales::cut_short_scale()),
+    breaks = scales::pretty_breaks(n = 5)) +
+  labs(title = charttit,
+       subtitle =  chartsub , 
+       caption = "Source: Refugee Data Finder
    © UNHCR, The UN Refugee Agency")+
+  theme_unhcr( grid = "Y", axis = "X", 
+               axis_title = FALSE,
+               legend = FALSE) 
+  
+showtext::showtext_auto(FALSE) 
 dml(ggobj = p, fonts = list(serif = 'Lato'))
 ```
+  
 
+
+ 
 ---
 
-```{r ph=officer::ph_location_fullsize()}
-show_top_donors(year = "2021",
-           ctr_name = params$ctr_name,
-           transaction_type_name = "Incoming Commitment" ,
-           top_n = 10) -> p
-dml(ggobj = p, fonts = list(serif = 'Lato'))
-```
+# Results & Indicators
 
----
+__Framing questions for strategic reflections:__
+
+ * What worked well? what did not work? What was learned?
+
+ * How the changes in context affected achievement of results?
+
+ * Which outcome-level results have we made the most progress towards? For which population types?
+
+ * Which outcomes are the least advanced? Are there any population types or locations that are left behind and why?
+ 
 
-```{r ph=officer::ph_location_fullsize()}
-show_top_donors(year = "2020",
-           ctr_name = params$ctr_name,
-           transaction_type_name = "Incoming Commitment" ,
-           top_n = 10) -> p
-dml(ggobj = p, fonts = list(serif = 'Lato'))
-```
 
 
 ---
 
 ```{r ph=officer::ph_location_fullsize()}
-show_top_donors(year = "2019",
-           ctr_name = params$ctr_name,
-           transaction_type_name = "Incoming Commitment" ,
-           top_n = 10) -> p
+
+show_indicators(year = 2022,  
+            ctr_name = params$ctr_name,
+              result_type_name = "Outcome",
+             type = "deviation"  ) -> p
 dml(ggobj = p, fonts = list(serif = 'Lato'))
 ```
 
-
 ---
 
 ```{r ph=officer::ph_location_fullsize()}
-show_earmarking(year = 2018,
-           ctr_name = params$ctr_name) -> p
+show_indicators_time(year = 2019, 
+            ctr_name = params$ctr_name,
+              result_type_name = "Outcome",
+             type = "deviation"
+             ) -> p
 dml(ggobj = p, fonts = list(serif = 'Lato'))
-```
-
 
- 
+```
 
 ---
 
 ```{r ph=officer::ph_location_fullsize()}
-show_expenditure(year = 2018,
-           ctr_name = params$ctr_name ) -> p
+
+show_indicators(year = 2022,  
+            ctr_name = params$ctr_name,
+              result_type_name = "Outcome",
+             type = "progress" ) -> p
 dml(ggobj = p, fonts = list(serif = 'Lato'))
 ```
 
-
-
 ---
 
 ```{r ph=officer::ph_location_fullsize()}
-show_expenditure(year = 2018,
-           ctr_name = params$ctr_name,
-             weight_by = c("refugees", "oip")) -> p
+show_indicators_time(year = 2019, 
+            ctr_name = params$ctr_name,
+              result_type_name = "Outcome",
+             type = "progress"
+             ) -> p
 dml(ggobj = p, fonts = list(serif = 'Lato'))
 ```
 
@@ -132,23 +281,18 @@ dml(ggobj = p, fonts = list(serif = 'Lato'))
 
 ---
 
-```{r ph=officer::ph_location_fullsize()}
-show_budget_gap(year = 2018,
-           ctr_name = params$ctr_name) -> p
-dml(ggobj = p, fonts = list(serif = 'Lato'))
-```
 
+# Resources Allocation  
 
+__Framing questions for strategic reflections:__
 
----
+ * What are the main changes in regional, political, legal, security, humanitarian space/access, social and economic factors and implications?
 
-```{r ph=officer::ph_location_fullsize()}
- 
-show_partnership(year = params$year,
-           ctr_name = params$ctr_name) 
-```
+ * What are the strategy’s planning assumptions? Shall they be revised? 
 
+ * How much the main achievements and results align with Resource Allocation?  Can causal links be made between these changes and our interventions?
 
+---
 
 
 ---
@@ -171,110 +315,132 @@ show_sectors(
 dml(ggobj = p, fonts = list(serif = 'Lato'))
 ```
 
+
 ---
 
 ```{r ph=officer::ph_location_fullsize()}
-show_sectors(
-  year =  c(2020, 2021, 2022), 
-  ctr_name = params$ctr_name,
-  sector_vocabulary_name = "Reporting Organisation") -> p
+
+show_goal_sdg( year =  c( 2020, 2021, 2022),  
+  ctr_name = params$ctr_name ) -> p
 dml(ggobj = p, fonts = list(serif = 'Lato'))
 ```
 
----
 
-```{r ph=officer::ph_location_fullsize()}
-show_sectors(
-  year =  c(2020, 2021, 2022), 
-  ctr_name = params$ctr_name,
-  sector_vocabulary_name = "Reporting Organisation 2") -> p
-dml(ggobj = p, fonts = list(serif = 'Lato'))
-```
 
 ---
 
 ```{r ph=officer::ph_location_fullsize()}
 
-show_sectors_rbm( year =  c( 2020, 2021, 2022),  
+show_outcome_rbm( year =  c( 2020, 2021, 2022),  
   ctr_name = params$ctr_name ) -> p
 dml(ggobj = p, fonts = list(serif = 'Lato'))
 ```
 
 
+ 
 ---
+ 
+# Budget & Funding 
 
-```{r ph=officer::ph_location_fullsize()}
 
-show_indicators(year = 2022,  
-            ctr_name = params$ctr_name,
-              result_type_name = "Outcome",
-             type = "deviation"  ) -> p
+__Framing questions for strategic reflections:__
+
+ * How to explain the evolution of your budget vis-a-vis your expenditure?
+
+ * How resilient (or dependent) is the operation in relation with funding sources diversity?
+
+
+
+---
+
+```{r ph=officer::ph_location_fullsize()}
+show_expenditure(year = 2018,
+           ctr_name = params$ctr_name ) -> p
 dml(ggobj = p, fonts = list(serif = 'Lato'))
 ```
 
+---
+
+```{r ph=officer::ph_location_fullsize()}
+show_expenditure(year = 2018,
+           ctr_name = params$ctr_name,
+             weight_by = c("refugees", "oip")) -> p
+dml(ggobj = p, fonts = list(serif = 'Lato'))
+```
 
- 
 ---
 
 ```{r ph=officer::ph_location_fullsize()}
-show_indicators_time(year = 2019, 
-            ctr_name = params$ctr_name,
-              result_type_name = "Outcome",
-             type = "deviation"
-             ) -> p
+show_budget_gap(year = 2018,
+           ctr_name = params$ctr_name) -> p
 dml(ggobj = p, fonts = list(serif = 'Lato'))
+```
+
+---
 
+```{r ph=officer::ph_location_fullsize()}
+show_earmarking(year = 2018,
+           ctr_name = params$ctr_name) -> p
+dml(ggobj = p, fonts = list(serif = 'Lato'))
 ```
 
 
 ---
 
 ```{r ph=officer::ph_location_fullsize()}
-show_indicators_time(year = 2019, 
-            ctr_name = params$ctr_name,
-              result_type_name = "Output",
-             type = "deviation"
-             ) -> p
+ 
+show_donors(year = 2018,
+           ctr_name = params$ctr_nam,
+           transaction_type_name = "Incoming Commitment" )-> p
 dml(ggobj = p, fonts = list(serif = 'Lato'))
-
 ```
 
 ---
 
 ```{r ph=officer::ph_location_fullsize()}
-
-show_indicators_time(year = 2022,  
-            ctr_name = params$ctr_name,
-              result_type_name = "Outcome",
-             type = "progress"  ) -> p
+show_top_donors(year = "2022",
+           ctr_name = params$ctr_name,
+           top_n = 10) -> p
 dml(ggobj = p, fonts = list(serif = 'Lato'))
 ```
 
-
 ---
 
 ```{r ph=officer::ph_location_fullsize()}
-show_indicators_time(year = 2019, 
-            ctr_name = params$ctr_name,
-              result_type_name = "Outcome",
-             type = "progress"
-             ) -> p
+show_top_donors(year = "2021",
+           ctr_name = params$ctr_name,
+           top_n = 10) -> p
 dml(ggobj = p, fonts = list(serif = 'Lato'))
 ```
 
+---
+
+```{r ph=officer::ph_location_fullsize()}
+show_top_donors(year = "2020",
+           ctr_name = params$ctr_name,
+           top_n = 10) -> p
+dml(ggobj = p, fonts = list(serif = 'Lato'))
+```
 
 ---
 
 ```{r ph=officer::ph_location_fullsize()}
-show_indicators_time(year = 2019, 
-            ctr_name = params$ctr_name,
-              result_type_name = "Output",
-             type = "progress"
-             ) -> p
+show_top_donors(year = "2019",
+           ctr_name = params$ctr_name,
+           top_n = 10) -> p
 dml(ggobj = p, fonts = list(serif = 'Lato'))
 ```
 
 
+---
+
+# Conclusion: An After-Action Review
+
+Organizational learning requires continuous assessment of organisational performance, looking at successes and failures, ensuring that learning takes place to support continuous improvement. At the end of the Strategic moment of Reflection, answer the 3 following set of questions: 
+
+* __Hindsight (looking back)__: What was supposed to happen? What actually happened? What were the differences?
 
+* __Insight (looking broad and deep)__: What worked?  What didn't work? Why didn't it work?
 
+* __Foresight (looking forward) __: What would you do differently next time? Is there any lessons that can be shared with other Operations?
 
diff --git a/man/mapping_indicator.Rd b/man/mapping_indicator.Rd
new file mode 100644
index 0000000..69a095f
--- /dev/null
+++ b/man/mapping_indicator.Rd
@@ -0,0 +1,48 @@
+% Generated by roxygen2: do not edit by hand
+% Please edit documentation in R/data.R
+\docType{data}
+\name{mapping_indicator}
+\alias{mapping_indicator}
+\title{mapping_indicator}
+\format{
+A data frame with 47 rows and 27 variables:
+\describe{
+  \item{\code{Indicator}}{character COLUMN_DESCRIPTION}
+  \item{\code{Indicator_lab2}}{character COLUMN_DESCRIPTION}
+  \item{\code{Area of work}}{character COLUMN_DESCRIPTION}
+  \item{\code{theme}}{character COLUMN_DESCRIPTION}
+  \item{\code{subtheme}}{character COLUMN_DESCRIPTION}
+  \item{\code{Results_Level}}{character COLUMN_DESCRIPTION}
+  \item{\code{area_id}}{character COLUMN_DESCRIPTION}
+  \item{\code{Area}}{character COLUMN_DESCRIPTION}
+  \item{\code{Area_id}}{character COLUMN_DESCRIPTION}
+  \item{\code{Ind_id}}{character COLUMN_DESCRIPTION}
+  \item{\code{Ind_seq}}{double COLUMN_DESCRIPTION}
+  \item{\code{Show_As}}{character COLUMN_DESCRIPTION}
+  \item{\code{Indicator_Code}}{character COLUMN_DESCRIPTION}
+  \item{\code{Reverse}}{logical COLUMN_DESCRIPTION}
+  \item{\code{threshold_red}}{double COLUMN_DESCRIPTION}
+  \item{\code{threshold_orange}}{double COLUMN_DESCRIPTION}
+  \item{\code{threshold_green}}{double COLUMN_DESCRIPTION}
+  \item{\code{standard_direction}}{character COLUMN_DESCRIPTION}
+  \item{\code{survey}}{character COLUMN_DESCRIPTION}
+  \item{\code{RAS}}{double COLUMN_DESCRIPTION}
+  \item{\code{STA}}{double COLUMN_DESCRIPTION}
+  \item{\code{IDP}}{double COLUMN_DESCRIPTION}
+  \item{\code{RET}}{double COLUMN_DESCRIPTION}
+  \item{\code{OOC}}{double COLUMN_DESCRIPTION}
+  \item{\code{all}}{double COLUMN_DESCRIPTION}
+  \item{\code{DEN}}{character COLUMN_DESCRIPTION}
+  \item{\code{max}}{character COLUMN_DESCRIPTION} 
+}
+}
+\source{
+\url{http://somewhere.important.com/}
+}
+\usage{
+mapping_indicator
+}
+\description{
+Mapping Interpretation threshold for indicator values
+}
+\keyword{datasets}
diff --git a/man/mapping_result.Rd b/man/mapping_result.Rd
index 0c6eee9..823dc17 100644
--- a/man/mapping_result.Rd
+++ b/man/mapping_result.Rd
@@ -9,6 +9,7 @@ A data frame with 107 rows and 2 variables:
 \describe{
   \item{\code{result_title}}{character result_title}
   \item{\code{sector_rbm}}{character sector_rbm} 
+  \item{\code{area_id}}{character COLUMN_DESCRIPTION} 
 }
 }
 \source{
diff --git a/man/mapping_sdg.Rd b/man/mapping_sdg.Rd
new file mode 100644
index 0000000..6ac47d1
--- /dev/null
+++ b/man/mapping_sdg.Rd
@@ -0,0 +1,26 @@
+% Generated by roxygen2: do not edit by hand
+% Please edit documentation in R/data.R
+\docType{data}
+\name{mapping_sdg}
+\alias{mapping_sdg}
+\title{mapping_sdg}
+\format{
+A data frame with 26 rows and 2 variables:
+\describe{
+  \item{\code{area}}{character COLUMN_DESCRIPTION}
+  \item{\code{sdg}}{character COLUMN_DESCRIPTION} 
+}
+}
+\source{
+\url{https://www.unhcr.org/what-we-do/build-better-futures/compass}#' @examples
+{
+knitr::kable(head(mapping_sdg, 26))
+}
+}
+\usage{
+mapping_sdg
+}
+\description{
+Mapping UNHCR areas to UN SDG
+}
+\keyword{datasets}
diff --git a/man/mapping_sector.Rd b/man/mapping_sector.Rd
index dd94d66..1a15a1b 100644
--- a/man/mapping_sector.Rd
+++ b/man/mapping_sector.Rd
@@ -10,6 +10,7 @@ A data frame with 83 rows and 3 variables:
   \item{\code{sector_desc}}{character COLUMN_DESCRIPTION} 
   \item{\code{sector_vocabulary_name}}{character COLUMN_DESCRIPTION}
   \item{\code{sector_rbm}}{character COLUMN_DESCRIPTION} 
+  \item{\code{area_id}}{character COLUMN_DESCRIPTION} 
 }
 }
 \source{
diff --git a/man/show_earmarking.Rd b/man/show_earmarking.Rd
index 7657f36..3e39097 100644
--- a/man/show_earmarking.Rd
+++ b/man/show_earmarking.Rd
@@ -44,8 +44,6 @@ knitr::kable(iati::dataTransaction |>
                 dplyr::select(earmarking_name, earmarking_description)  |>
                 dplyr::distinct() |>
                 dplyr::filter(!(is.na(earmarking_name))))
-show_earmarking(year = 2018, 
-             programme_lab = NULL, 
-             iati_identifier_ops = NULL, 
+show_earmarking(year = 2018,  
              ctr_name = "Brazil")
 }
diff --git a/man/show_goal_sdg.Rd b/man/show_goal_sdg.Rd
new file mode 100644
index 0000000..1d46804
--- /dev/null
+++ b/man/show_goal_sdg.Rd
@@ -0,0 +1,32 @@
+% Generated by roxygen2: do not edit by hand
+% Please edit documentation in R/show_goal_sdg.R
+\name{show_goal_sdg}
+\alias{show_goal_sdg}
+\title{show_goal_sdg}
+\usage{
+show_goal_sdg(
+  year,
+  programme_lab = NULL,
+  iati_identifier_ops = NULL,
+  ctr_name = NULL
+)
+}
+\arguments{
+\item{year}{A numeric value or a list of value.}
+
+\item{programme_lab}{A character vector corresponding to the name of the programme.}
+
+\item{iati_identifier_ops}{A character vector corresponding to the name of the operation.}
+
+\item{ctr_name}{A character vector corresponding to the name of the country.}
+}
+\value{
+a graph
+}
+\description{
+Show resource allocation in line with SDG goal
+}
+\examples{
+show_goal_sdg(year =  c(  2020, 2021, 2022), 
+             ctr_name = "Brazil")
+}
diff --git a/man/show_outcome_rbm.Rd b/man/show_outcome_rbm.Rd
new file mode 100644
index 0000000..a8e8a29
--- /dev/null
+++ b/man/show_outcome_rbm.Rd
@@ -0,0 +1,34 @@
+% Generated by roxygen2: do not edit by hand
+% Please edit documentation in R/show_outcome_rbm.R
+\name{show_outcome_rbm}
+\alias{show_outcome_rbm}
+\title{show_outcome_rbm}
+\usage{
+show_outcome_rbm(
+  year,
+  programme_lab = NULL,
+  iati_identifier_ops = NULL,
+  ctr_name = NULL
+)
+}
+\arguments{
+\item{year}{A numeric value or a list of value.}
+
+\item{programme_lab}{A character vector corresponding to the name of the programme.}
+
+\item{iati_identifier_ops}{A character vector corresponding to the name of the operation.}
+
+\item{ctr_name}{A character vector corresponding to the name of the country.}
+}
+\value{
+a graph
+}
+\description{
+What are the most funded sectors per country based on new RBM framework.
+  The activities that UNHCR plans and undertakes around the world are described
+   under 16 "Outcome Areas".
+}
+\examples{
+show_outcome_rbm( year =  c(  2020, 2021, 2022), 
+             ctr_name = "Brazil")
+}
diff --git a/man/show_top_donors.Rd b/man/show_top_donors.Rd
index d2ddf00..76cf3a8 100644
--- a/man/show_top_donors.Rd
+++ b/man/show_top_donors.Rd
@@ -9,7 +9,6 @@ show_top_donors(
   programme_lab = NULL,
   iati_identifier_ops = NULL,
   ctr_name = NULL,
-  transaction_type_name = "Incoming Commitment",
   top_n = 5
 )
 }
@@ -22,9 +21,6 @@ show_top_donors(
 
 \item{ctr_name}{A character vector corresponding to the name of the country.}
 
-\item{transaction_type_name}{Transaction type - default is "Incoming Commitment" ,
-can also be   "Disbursement", or "Expenditure"}
-
 \item{top_n}{top n donors to show - the rest being lumped together}
 }
 \value{
@@ -35,11 +31,9 @@ Who are the main donors by country in terms of transaction?
 }
 \examples{
 show_top_donors(year = 2022,
-           ctr_name = "Brazil",
-           transaction_type_name = "Incoming Commitment" ,
+           ctr_name = "Brazil", 
            top_n = 5)
 show_top_donors(year = 2020,
-           ctr_name = "Brazil",
-           transaction_type_name = "Incoming Commitment" ,
+           ctr_name = "Brazil", 
            top_n = 10)
 }
diff --git a/vignettes/unhcr-programme.Rmd b/vignettes/unhcr-programme.Rmd
index 4ea949a..86cbc02 100644
--- a/vignettes/unhcr-programme.Rmd
+++ b/vignettes/unhcr-programme.Rmd
@@ -20,49 +20,89 @@ library(iati)
 
 
 
- 
-
-# Using  `iati::dataTransaction`
+# Using `iati::dataResult`
 
-## Show donors 
+## show_indicators
 
+    
+ *  How much __indicators__ relate to target or baseline?
  
- *  Who are the __main donors by country__ in terms of transaction?   
 
+  
 
-```{r examples-show_donors, message = FALSE, warning = FALSE, fig.retina = 2, fig.width = 8, fig.asp = 0.618, fig.align = "center", out.width = "90%"}
-knitr::kable(iati::dataTransaction |>
-                dplyr::select( transaction_type_name, transaction_type_description) |>
-                dplyr::distinct() )
-show_donors(year = 2022,
-           programme_lab = "The Americas",
-           transaction_type_name = "Incoming Commitment" )
-show_donors(year = 2018,
-           ctr_name = "Brazil",
-           transaction_type_name = "Incoming Commitment" )
-show_donors(year = 2018,
-           programme_lab = "Brazil",
-           transaction_type_name = "Disbursement" )
-show_donors(year = 2018,
-           programme_lab = "Brazil",
-           transaction_type_name = "Expenditure" )
+```{r example-show_indicators, message = FALSE, warning = FALSE, fig.retina = 2, fig.width = 8, fig.align = "center", out.width = "90%"}
+show_indicators(year = 2022,  
+             ctr_name = "Brazil",
+              result_type_name = "Outcome",
+             type = "deviation"
+             )
+show_indicators(year = 2022,  
+             ctr_name = "Brazil",
+              result_type_name = "Impact",
+             type = "deviation"
+             )
+show_indicators(year = 2019,  
+             ctr_name = "Brazil",
+              result_type_name = "Output",
+             type = "deviation"
+             )
+show_indicators(year = 2022,  
+             ctr_name = "Brazil",
+              result_type_name = "Outcome",
+             type = "progress"
+             )
+show_indicators(year = 2022,  
+             ctr_name = "Brazil",
+              result_type_name = "Impact",
+             type = "progress"
+             )
+show_indicators(year = 2019,  
+             ctr_name = "Brazil",
+              result_type_name = "Output",
+             type = "progress"
+             )
 ```
 
-## show_top_donors
+  
 
-    
+## show_indicators_time
+
+     
+ 
 
   
 
-```{r example-show_top_donors, message = FALSE, warning = FALSE, fig.retina = 2, fig.width = 8, fig.asp = 0.618, fig.align = "center", out.width = "90%"}
-show_top_donors(year = 2022,
-           ctr_name = "Brazil",
-           transaction_type_name = "Incoming Commitment" ,
-           top_n = 5)
-show_top_donors(year = 2020,
-           ctr_name = "Brazil",
-           transaction_type_name = "Incoming Commitment" ,
-           top_n = 10)
+```{r example-show_indicators_time, message = FALSE, warning = FALSE, fig.retina = 2, fig.width = 8, fig.align = "center", out.width = "90%"}
+show_indicators_time(year = 2020,  
+             ctr_name = "Brazil",
+              result_type_name = "Outcome",
+             type = "deviation"
+             )
+show_indicators_time(year =  2020, 
+             ctr_name = "Brazil",
+              result_type_name = "Impact",
+             type = "deviation"
+             )
+show_indicators_time(year =  2020,  
+             ctr_name = "Brazil",
+              result_type_name = "Output",
+             type = "deviation"
+             )
+show_indicators_time(year =  2020, 
+             ctr_name = "Brazil",
+              result_type_name = "Outcome",
+             type = "progress"
+             )
+show_indicators_time(year =  2020, 
+             ctr_name = "Brazil",
+              result_type_name = "Impact",
+             type = "progress"
+             )
+show_indicators_time(year =  2020, 
+             ctr_name = "Brazil",
+              result_type_name = "Output",
+             type = "progress"
+             )
 ```
 
   
@@ -70,24 +110,52 @@ show_top_donors(year = 2020,
   
 
 
+# Using `iati::dataSector`
 
+## show_sectors
 
-## show_earmarking
-
- *  What’s the breakdown of __Earmarking Type__ (Un-earmarked, Tightly earmarked, etc.) from Donor Funds by Year?  
- 
+ *  What are the __most funded sectors__ per country (Expenditure evolution per impact /outcome area)?  
     
 
   
 
-```{r example-show_earmarking, message = FALSE, warning = FALSE, fig.retina = 2, fig.width = 8, fig.asp = 0.618, fig.align = "center", out.width = "90%"}
-knitr::kable(iati::dataTransaction |>
-                dplyr::select(earmarking_name, earmarking_description)  |>
+```{r example-show_sectors, message = FALSE, warning = FALSE, fig.retina = 2, fig.width = 8, fig.asp = 0.618, fig.align = "center", out.width = "90%"}
+knitr::kable( iati::dataSector |> 
+                dplyr::select( sector_vocabulary_name, sector_vocabulary_description) |>
                 dplyr::distinct() |>
-                dplyr::filter(!(is.na(earmarking_name))))
-show_earmarking(year = 2018, 
-             programme_lab = NULL, 
-             iati_identifier_ops = NULL, 
+                dplyr::filter(!(is.na(sector_vocabulary_name))))
+show_sectors(
+  year =  c(2020, 2021, 2022), 
+  ctr_name = "Brazil",
+  sector_vocabulary_name = "Reporting Organisation")
+show_sectors(
+  year = 2022, 
+  ctr_name = "Brazil",
+  sector_vocabulary_name = "Reporting Organisation 2")
+show_sectors(
+  year = c(2020, 2021, 2022),  
+  ctr_name = "Brazil",
+  sector_vocabulary_name = "Reporting Organisation 2")
+show_sectors(
+  year = c(2017,2018,2019,2020,2021, 2022), 
+  ctr_name = "Brazil",
+  sector_vocabulary_name = "Humanitarian Global Clusters (Inter-Agency Standing Committee)")
+show_sectors(
+  year = c(2017,2018,2019,2020,2021, 2022), 
+  ctr_name = "Brazil",
+  sector_vocabulary_name = "OECD DAC CRS Purpose Codes (5 digit)")
+```
+
+  
+
+## show_goal_sdg
+
+    
+
+  
+
+```{r example-show_goal_sdg, message = FALSE, warning = FALSE, fig.retina = 2, fig.width = 8, fig.align = "center", out.width = "90%"}
+show_goal_sdg(year =  c(  2020, 2021, 2022), 
              ctr_name = "Brazil")
 ```
 
@@ -96,26 +164,22 @@ show_earmarking(year = 2018,
   
 
 
-## show_contributions
+## show_outcome_rbm
 
     
 
   
 
-```{r example-show_contributions, message = FALSE, warning = FALSE, fig.retina = 2, fig.width = 8, fig.asp = 0.618, fig.align = "center", out.width = "90%"}
-knitr::kable(iati::dataTransaction |>
-                dplyr::select(aid_type1_name, aid_type1_description)  |>
-                dplyr::distinct() |>
-                dplyr::filter(!(is.na(aid_type1_name))))
-show_contributions(year = 2018, 
-                   ctr_name = "Brazil") 
-show_contributions(year = 2018, 
-                   programme_lab = "The Americas") 
+```{r example-show_outcome_rbm, message = FALSE, warning = FALSE, fig.retina = 2, fig.width = 8, fig.align = "center", out.width = "90%"}
+show_outcome_rbm( year =  c(  2020, 2021, 2022), 
+             ctr_name = "Brazil")
 ```
 
   
 
-  
+     
+ 
+
 
 
 # Using `iati::dataBudget`
@@ -158,164 +222,115 @@ show_budget_gap(year = 2018,
   
 
 
-# Using `iati::dataParticipating_org`
+# Using  `iati::dataTransaction`
 
-## Show partnership
+## Show donors 
 
  
- *  How __organisations partner together__?   
- 
-
+ *  Who are the __main donors by country__ in terms of transaction?   
 
- 
 
-```{r examples-show_partnership, message = FALSE, warning = FALSE, fig.retina = 2, fig.width = 8, fig.asp = 0.618, fig.align = "center", out.width = "90%"}
-show_partnership(year = 2022,
-           ctr_name = "Brazil" ) 
+```{r examples-show_donors, message = FALSE, warning = FALSE, fig.retina = 2, fig.width = 8, fig.asp = 0.618, fig.align = "center", out.width = "90%"}
+knitr::kable(iati::dataTransaction |>
+                dplyr::select( transaction_type_name, transaction_type_description) |>
+                dplyr::distinct() )
+show_donors(year = 2022,
+           programme_lab = "The Americas",
+           transaction_type_name = "Incoming Commitment" )
+show_donors(year = 2018,
+           ctr_name = "Brazil",
+           transaction_type_name = "Incoming Commitment" )
+show_donors(year = 2018,
+           programme_lab = "Brazil",
+           transaction_type_name = "Disbursement" )
+show_donors(year = 2018,
+           programme_lab = "Brazil",
+           transaction_type_name = "Expenditure" )
 ```
 
-# Using `iati::dataSector`
-
-## show_sectors
+## show_top_donors
 
- *  What are the __most funded sectors__ per country (Expenditure evolution per impact /outcome area)?  
     
 
   
 
-```{r example-show_sectors, message = FALSE, warning = FALSE, fig.retina = 2, fig.width = 8, fig.asp = 0.618, fig.align = "center", out.width = "90%"}
-knitr::kable( iati::dataSector |> 
-                dplyr::select( sector_vocabulary_name, sector_vocabulary_description) |>
-                dplyr::distinct() |>
-                dplyr::filter(!(is.na(sector_vocabulary_name))))
-show_sectors(
-  year =  c(2020, 2021, 2022), 
-  ctr_name = "Brazil",
-  sector_vocabulary_name = "Reporting Organisation")
-show_sectors(
-  year = 2022, 
-  ctr_name = "Brazil",
-  sector_vocabulary_name = "Reporting Organisation 2")
-show_sectors(
-  year = c(2020, 2021, 2022),  
-  ctr_name = "Brazil",
-  sector_vocabulary_name = "Reporting Organisation 2")
-show_sectors(
-  year = c(2017,2018,2019,2020,2021, 2022), 
-  ctr_name = "Brazil",
-  sector_vocabulary_name = "Humanitarian Global Clusters (Inter-Agency Standing Committee)")
-show_sectors(
-  year = c(2017,2018,2019,2020,2021, 2022), 
-  ctr_name = "Brazil",
-  sector_vocabulary_name = "OECD DAC CRS Purpose Codes (5 digit)")
+```{r example-show_top_donors, message = FALSE, warning = FALSE, fig.retina = 2, fig.width = 8, fig.asp = 0.618, fig.align = "center", out.width = "90%"}
+show_top_donors(year = 2022,
+           ctr_name = "Brazil", 
+           top_n = 5)
+show_top_donors(year = 2020,
+           ctr_name = "Brazil", 
+           top_n = 10)
 ```
 
   
 
-## show_sectors_rbm
+  
+
+
+
+
+## show_earmarking
 
+ *  What’s the breakdown of __Earmarking Type__ (Un-earmarked, Tightly earmarked, etc.) from Donor Funds by Year?  
+ 
     
 
   
 
-```{r example-show_sectors_rbm}
-show_sectors_rbm( year =  c(2017, 2018, 2019, 2020, 2021, 2022), 
+```{r example-show_earmarking, message = FALSE, warning = FALSE, fig.retina = 2, fig.width = 8, fig.asp = 0.618, fig.align = "center", out.width = "90%"}
+knitr::kable(iati::dataTransaction |>
+                dplyr::select(earmarking_name, earmarking_description)  |>
+                dplyr::distinct() |>
+                dplyr::filter(!(is.na(earmarking_name))))
+show_earmarking(year = 2018,  
              ctr_name = "Brazil")
 ```
 
   
 
-     
- 
+  
 
-# Using `iati::dataResult`
 
-## show_indicators
+## show_contributions
 
     
- *  How much __indicators__ relate to target or baseline?
- 
 
   
 
-```{r example-show_indicators, message = FALSE, warning = FALSE, fig.retina = 2, fig.width = 8, fig.align = "center", out.width = "90%"}
-show_indicators(year = 2022,  
-             ctr_name = "Brazil",
-              result_type_name = "Outcome",
-             type = "deviation"
-             )
-show_indicators(year = 2022,  
-             ctr_name = "Brazil",
-              result_type_name = "Impact",
-             type = "deviation"
-             )
-show_indicators(year = 2019,  
-             ctr_name = "Brazil",
-              result_type_name = "Output",
-             type = "deviation"
-             )
-show_indicators(year = 2022,  
-             ctr_name = "Brazil",
-              result_type_name = "Outcome",
-             type = "progress"
-             )
-show_indicators(year = 2022,  
-             ctr_name = "Brazil",
-              result_type_name = "Impact",
-             type = "progress"
-             )
-show_indicators(year = 2019,  
-             ctr_name = "Brazil",
-              result_type_name = "Output",
-             type = "progress"
-             )
+```{r example-show_contributions, message = FALSE, warning = FALSE, fig.retina = 2, fig.width = 8, fig.asp = 0.618, fig.align = "center", out.width = "90%"}
+knitr::kable(iati::dataTransaction |>
+                dplyr::select(aid_type1_name, aid_type1_description)  |>
+                dplyr::distinct() |>
+                dplyr::filter(!(is.na(aid_type1_name))))
+show_contributions(year = 2018, 
+                   ctr_name = "Brazil") 
+show_contributions(year = 2018, 
+                   programme_lab = "The Americas") 
 ```
 
   
 
-## show_indicators_time
+  
+
+# Using `iati::dataParticipating_org`
+
+## Show partnership
 
-     
+ 
+ *  How __organisations partner together__?   
  
 
-  
 
-```{r example-show_indicators_time, message = FALSE, warning = FALSE, fig.retina = 2, fig.width = 8, fig.align = "center", out.width = "90%"}
-show_indicators_time(year = 2020,  
-             ctr_name = "Brazil",
-              result_type_name = "Outcome",
-             type = "deviation"
-             )
-show_indicators_time(year =  2020, 
-             ctr_name = "Brazil",
-              result_type_name = "Impact",
-             type = "deviation"
-             )
-show_indicators_time(year =  2020,  
-             ctr_name = "Brazil",
-              result_type_name = "Output",
-             type = "deviation"
-             )
-show_indicators_time(year =  2020, 
-             ctr_name = "Brazil",
-              result_type_name = "Outcome",
-             type = "progress"
-             )
-show_indicators_time(year =  2020, 
-             ctr_name = "Brazil",
-              result_type_name = "Impact",
-             type = "progress"
-             )
-show_indicators_time(year =  2020, 
-             ctr_name = "Brazil",
-              result_type_name = "Output",
-             type = "progress"
-             )
+ 
+
+```{r examples-show_partnership, message = FALSE, warning = FALSE, fig.retina = 2, fig.width = 8, fig.asp = 0.618, fig.align = "center", out.width = "90%"}
+show_partnership(year = 2022,
+           ctr_name = "Brazil" ) 
 ```
 
-  
+ 
 
-  
 
 
 # Template