Python Pandas for Data Analysis

Creating games

Data manipulation and analysis

Building websites

Image editing

Matplotlib

Seaborn

NumPy

TensorFlow

pip get pandas

pandas install

import pandas

pip install pandas

Only CSV files

Only SQL database

Lists, dictionaries or data from files

Only Excel files

A table with rows and columns

A one-dimensional labeled array

A list of strings

A chart for plotting

np.series()

np.make_array()

np.array()

np.series_array()

df.select_column("ColumnName")

df.get_column("ColumnName")

df["ColumnName"]

df.column("ColumnName")

df.filter(condition)

df.select_rows(condition)

df[condition]

df.filter_rows(condition)

To describe the data types of columns

To display summary statistics of a DataFrame

To provide information about missing values

To describe the structure of a DataFrame

df.remove_column("ColumnName")

df.drop_column("ColumnName")

df.remove("ColumnName", axis=1)

df.drop("ColumnName", axis=1)