├── Chapter01 ├── IMDB.csv ├── IMDB.html ├── IMDB.json ├── IMDB.p ├── IMDB.sqlite ├── IMDB.xlsx └── Working with different kinds of Datasets_updated_1.ipynb ├── Chapter02 ├── Apply multiple filter criteria to a pandas DataFrame.ipynb ├── Changing the datatype of a Pandas Series.ipynb ├── Filter rows of a pandas DataFrame by column value.ipynb ├── Selecting multiple rows and columns from a pandas DataFrame.ipynb ├── Sorting a pandas DataFrame or a Series.ipynb ├── Using pandas Series data structure to select a subset of the data.ipynb ├── Using string methods in pandas.ipynb ├── Using the axis parameter in pandas.ipynb └── data-zillow.csv ├── Chapter03 ├── Applying a function to a pandas Series or DataFrame.ipynb ├── Handling SettingWithCopyWarning.ipynb ├── Handling missing values in pandas.ipynb ├── Indexing in pandas dataframes.ipynb ├── Merging and concatenating multiple data frames into one.ipynb ├── Modifying a Pandas Dataframe inplace.ipynb ├── Removing columns from a pandas DataFrame.ipynb ├── Renaming columns in a pandas DataFrame.ipynb ├── Using groupby method.ipynb ├── Work with dates and times data.ipynb ├── data-movies-top-grossing.csv ├── data-titanic.csv └── data-zillow.csv ├── Chapter04 ├── Choosing the colors for the plots.ipynb ├── Controlling plot aesthetics.ipynb ├── Plotting categorical data.ipynb ├── Plotting with data aware grids.ipynb ├── data-alcohol.csv ├── data-mlb-players.csv ├── data-titanic.csv └── data_simpsons_episodes.csv ├── LICENSE └── README.md /Chapter01/IMDB.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Mastering-Exploratory-Analysis-with-pandas/HEAD/Chapter01/IMDB.csv -------------------------------------------------------------------------------- /Chapter01/IMDB.html: -------------------------------------------------------------------------------- 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