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Scripts created during Udacity Intro to Data Science course.

Content:

  • data_analysis:

    • subway ridership population analysis (e.g. mann whitney test)
    • population histogram (subway entries)
    • linear regression - how many people will ride subway with at given time && conditions?
  • subway: udacity data wranling excercises on subway data

  • titanic: scripts and testing data for kaggle titanic survivor prediction

  • wrangling: udacity data wrangling excercises

  • visualization

    • subway ridership visualizations: entires per hour, entries per unit
    • scripts for genering the visualizations
    • baseball data comparison with diagrams