├── 01_Getting_&_Knowing_Your_Data ├── Chipotle │ ├── Exercise_with_Solutions.ipynb │ ├── Exercises.ipynb │ ├── PySparkSolution.ipynb │ ├── Solutions.ipynb │ └── chipotle.tsv ├── Occupation │ ├── Exercise_with_Solution.ipynb │ ├── Exercises.ipynb │ ├── PySparkSoluion.ipynb │ └── Solutions.ipynb └── World Food Facts │ ├── Exercises.ipynb │ ├── Exercises_with_solutions.ipynb │ ├── PySparkSolution.ipynb │ └── Solutions.ipynb ├── 02_Filtering_&_Sorting ├── Chipotle │ ├── Exercises.ipynb │ ├── Exercises_with_solutions.ipynb │ ├── PysparkSolution.ipynb │ └── Solutions.ipynb ├── Euro12 │ ├── Euro_2012_stats_TEAM.csv │ ├── Exercises.ipynb │ ├── Exercises_with_Solutions.ipynb │ ├── PysparkSolution.ipynb │ └── Solutions.ipynb └── Fictional Army │ ├── Exercise.ipynb │ ├── Exercise_with_solutions.ipynb │ ├── PySparkSolution.ipynb │ ├── Solutions.ipynb │ └── army.json ├── 03_Grouping ├── Alcohol_Consumption │ ├── Exercise.ipynb │ ├── Exercise_with_solutions.ipynb │ ├── PySparkSolution.ipynb │ └── Solutions.ipynb ├── Occupation │ ├── Exercise.ipynb │ ├── Exercises_with_solutions.ipynb │ ├── PySparkSolution.ipynb │ └── Solutions.ipynb └── Regiment │ ├── Exercises.ipynb │ ├── Exercises_solutions.ipynb │ ├── PySparkSolution.ipynb │ └── Solutions.ipynb ├── 04_Apply ├── Students_Alcohol_Consumption │ ├── Exercises.ipynb │ ├── Exercises_with_solutions.ipynb │ ├── PySparkSolution.ipynb │ ├── Solutions.ipynb │ └── student-mat.csv └── US_Crime_Rates │ ├── Exercises.ipynb │ ├── Exercises_with_solutions.ipynb │ ├── PySparkSolution.ipynb │ ├── Solutions.ipynb │ └── US_Crime_Rates_1960_2014.csv ├── 05_Merge ├── Auto_MPG │ ├── Exercises.ipynb │ ├── Exercises_with_solutions.ipynb │ ├── PySparkSolution.ipynb │ ├── Solutions.ipynb │ ├── cars1.csv │ └── cars2.csv ├── Fictitous Names │ ├── Exercises.ipynb │ ├── Exercises_with_solutions.ipynb │ ├── PySparkSolution.ipynb │ └── Solutions.ipynb └── Housing Market │ ├── Exercises.ipynb │ ├── Exercises_with_solutions.ipynb │ ├── PySparkSolution.ipynb │ └── Solutions.ipynb ├── 06_Stats ├── US_Baby_Names │ ├── Exercises.ipynb │ ├── Exercises_with_solutions.ipynb │ ├── PySparkSolution.ipynb │ └── Solutions.ipynb └── Wind_Stats │ ├── Exercises.ipynb │ ├── Exercises_with_solutions.ipynb │ ├── PySparkSolution.ipynb │ ├── Solutions.ipynb │ ├── wind.data │ └── wind.desc ├── 07_Visualization ├── Chipotle │ ├── Exercise_with_Solutions.ipynb │ ├── Exercises.ipynb │ ├── PySparkSolution.ipynb │ └── Solutions.ipynb ├── Online_Retail │ ├── Exercises.ipynb │ ├── Exercises_with_solutions_code.ipynb │ └── Solutions.ipynb ├── Scores │ ├── Exercises.ipynb │ ├── Exercises_with_solutions_code.ipynb │ └── Solutions.ipynb ├── Tips │ ├── Exercises.ipynb │ ├── Exercises_with_code_and_solutions.ipynb │ ├── Solutions.ipynb │ └── tips.csv └── Titanic_Desaster │ ├── Exercises.ipynb │ ├── Exercises_code_with_solutions.ipynb │ ├── Solutions.ipynb │ └── train.csv ├── 08_Creating_Series_and_DataFrames └── Pokemon │ ├── Exercises-with-solutions-and-code.ipynb │ ├── Exercises.ipynb │ ├── PySparkSolution.ipynb │ └── Solutions.ipynb ├── 09_Time_Series ├── Apple_Stock │ ├── Exercises-with-solutions-code.ipynb │ ├── Exercises.ipynb │ ├── PySparkSolution.ipynb │ ├── Solutions.ipynb │ └── appl_1980_2014.csv ├── Getting_Financial_Data │ ├── Exercises.ipynb │ ├── PySparkSolution.ipynb │ └── Solutions.ipynb └── Investor_Flow_of_Funds_US │ ├── Exercises.ipynb │ ├── Exercises_with_code_and_solutions.ipynb │ ├── PySparkSolution.ipynb │ └── Solutions.ipynb ├── 10_Deleting ├── Iris │ ├── Exercises.ipynb │ ├── Exercises_with_solutions_and_code.ipynb │ ├── PySparkSolution.ipynb │ └── Solutions.ipynb └── Wine │ ├── Exercises.ipynb │ ├── Exercises_code_and_solutions.ipynb │ ├── PySparkSolution.ipynb │ └── Solutions.ipynb ├── 11_Indexing └── Exercises.ipynb ├── CODE_OF_CONDUCT.md ├── LICENSE ├── README.md ├── Template ├── Exercises.ipynb └── Solutions.ipynb ├── iris.data └── wine.data /01_Getting_&_Knowing_Your_Data/Chipotle/Exercise_with_Solutions.ipynb: 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