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Commits on Jun 7, 2019

• Added source for cyclic encoding

  maximelovino

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• Added heatmap zeppelin notebook, will run with correct depdencies but maps are not saved inside

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• Added jupyter for visualisation and slides

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• README finished

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Commits on Jun 6, 2019

• README almost done

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  42b3e05

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• Progress on README, added efficiencies to analysis

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• Changed data filtering, rerunning now

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Commits on Jun 5, 2019

• Training new models, new analysis, WIP on README

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  b025d46

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• New analysis df and regression changed with new AWS account

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  6cea506

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• Added new filter for cleaning

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Commits on Jun 4, 2019

• Progress on readme, tried to implement new model for traffic, gonna go with classifier on speed classes (10kmh, 20kmh etc)

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Commits on Jun 3, 2019

• Rewrote parts of reading and analysis to run on AWS with all months and save parquets for every analysis. Also, went back to scala 2.11 for flintrock spark cluster

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Commits on May 17, 2019

• Progress on data cleaning

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• Cleaned up regression to do it for all rate codes, started working on congestion model

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Commits on May 15, 2019

• Changed preprocessing and reformat

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Commits on May 12, 2019

• Fixed typo in readme

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Commits on May 11, 2019

• Completed readme

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  14baa12

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• Completed README, removed double filter on same columns

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  681f8c3

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• Testing regression with mlLib

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  a089df7

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• Added sessionisation, wait times by borough

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• Added save to parquet, file reading from parquet for faster analysis, more modularisation

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• Cleaned up, refactored, added boroughs reading and parsing

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Commits on May 10, 2019

• Working on data cleaning and more stats, such as avg speed

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Commits on May 7, 2019

• Reading fares files now and joining it with trip data

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Commits on May 6, 2019

• First version, parsing trip file with types and simple grouping and sums

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Commits on Apr 11, 2019

• added Readme

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