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