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Kung Fu Data Wrangling in Python with Pandas
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- 1 Introduction
- 2 What is Python
- 3 What is pandas
- 4 What is numpy
- 5 What are data frames
- 6 Pandas vs R
- 7 Pandas vs SQL
- 8 Demo
- 9 Jupiter Notebook
- 10 Adventureworks Play
- 11 PD
- 12 Read CSV
- 13 DataFrame
- 14 Description
- 15 Numerics
- 16 Internet Sales
- 17 Chaining Methods
- 18 Filtering Methods
- 19 Performant
- 20 Ilog
- 21 Iloka
- 22 Row Subscript
- 23 Set Index
- 24 DropEqualFalse
- 25 Loke
- 26 Range
- 27 Index Access
- 28 Filter Access
- 29 Update Data
- 30 Export Data
- 31 Reset Index
- 32 Sort
- 33 Save
- 34 Pickle
- 35 GroupBy
- 36 PivotTable
- 37 Joining
- 38 Adding a new table
- 39 Merge statement
- 40 Left join
- 41 Concatenation
- 42 Missing Values
- 43 Explanation
- 44 Pandas Journey
- 45 References
