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pandas-matplotlib-examples

Some examples to learn Pandas and Matplotlib

  • Lesson 1: Importing libraries - Creating data sets - Creating data frames - Reading from CSV - Exporting to CSV - Finding maximums - Plotting data

  • Lesson 2: Reading from TXT - Exporting to TXT - Selecting top/bottom records - Descriptive statistics - Grouping/sorting data

  • Lesson 3: Creating functions - Reading from EXCEL - Exporting to EXCEL - Outliers - Lambda functions - Slice and dice data

  • Lesson 4: Adding/deleting columns - Index operations

  • Lesson 5: Stack/Unstack/Transpose functions

  • Lesson 6: GroupBy function

  • Lesson 7: Ways to calculate outliers

  • Lesson 8: Read from Microsoft SQL databases

  • Lesson 9: Export to CSV/EXCEL/TXT

  • Lesson 10: Converting between different kinds of formats

  • Lesson 11: Combining data from various sources

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Lessons for new pandas and matplotlib users

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