PANDAS COLUMN MANIPULATION

INTRODUCTION

READ IN DATA

RENAMING COLUMNS

CHANGE THE NAME OF THE INDEX

ADDING AND REMOVING COLUMNS

PLOTTING A COLUMN

CONCLUSIONS

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Data is taken from http://vincentarelbundock.github.io/Rdatasets/datasets.html

PANDAS COMBINING DATA FRAMES

INTRODUCTION

ADD DATA FRAMES AS ROWS

ADD DATA FRAMES AS COLUMNS

ADD DATA FRAMES OF DIFFERENT SIZES

REAL DATA EXAMPLE

CONCLUSIONS

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DOWNLOAD DATA

DOWNLOAD DATA

DOWNLOAD DATA

Data is taken from http://vincentarelbundock.github.io/Rdatasets/datasets.html

PANDAS BASIC DATA CLEANING

INTRODUCTION

FIND MISSING DATA

DELETE THE ROW OR COLUMN WITH MISSING DATA

WHAT TO REPLACE VALUES WITH

CONCLUSIONS

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DOWNLOAD DATA

Data is taken from http://vincentarelbundock.github.io/Rdatasets/datasets.html