Learn Data Analysis with Python: Lessons in Coding

Index

A

Anaconda

B

Bar plot

Box plot

C

Cleaning data

calculating and removing outliers

interquartile range (IQR)

standard deviations

description

filtering inappropriate values

finding duplicate rows

pandas dataframes, missing data

removing punctuation, column contents

removing whitespace, column contents

SSNs, phone numbers, and zip codes

standardizing dates

Combining data, multiple excel files

Computing aggregate statistics

create dataset

matching rows

measures, central tendency

sorting data

starting dataset

variance

Correlation

D, E, F, G

Data quality report

Datasets

bar plot

box plot

histograms

line plot

pie chart

scatter plot

unzipping

H

Histograms

I

Interquartile range (IQR)

J, K

Jupyter Notebook

L, M, N

Line plot

Loading data

CSV files

Excel files

SQL

O

Organizing data

change column name ...