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Milliways
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Cuisine Starlight
About
Make a reservation
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Table of Contents
Diving in
Introduction
Loading and exploring the dataset
Dropping Missing Values with dropna
The unique function
Setting and Resetting the Index
The GroupBy Method
Concatenating
Merging
Joining
Random sampling
Sorting by column values
User-defined functions
Data sources
Introduction
CSV file headers
CSV delimiters
Skiprows and nrows
Reading CSV data from a compressed file
Reading sheets from an Excel file
Reading a Text file
Reading HTML tables
Reading from a JSON file
Reading a PDF file
Using Beautiful Soup
Exporting a DataFrame as an Excel file
Some secrets
Introduction
Generator expressions
Zip function and messy data
Data representation using {}
Outliers in numerical data
Rinse and repeat
Ames housing
Data gathering
Introduction
Using requests and beautiful soup
Reading data from XML
Reading data from API
Gutenberg
Full moon dataset
RDBMS and SQL
Introduction
SQL refresher
Quotes table
Joining and creating dataframe
More cuisine
Milliway's Main Menu
Books
Index