Pandas for data handling with Python

Описание: Meet and greet Python's pandas library for advanced and easy data analysis with materials provided at https://hydro-informatics.com/jupyter...

The jupyter notebooks can be git-cloned (or zip-downloaded) from the course repository: https://github.com/hydro-informatics/...

This tutorial uses the jupyter notebook named b06-pynum.ipynb in the course repository (scroll down to the Pandas section).

Lecturer: Sebastian Schwindt

-- Contents of this video --
00:00:52 - About pandas
00:01:41 - Import pandas and basic usage
00:02:01 - DataFrames and Series
00:08:25 - Example: Froude number and categorization
00:10:50 - Append data to a DataFrame
00:14:52 - Numpy and pandas
00:15:28 - Acces particular DataFrame columns, rows, and entries
00:16:27 - Reshape a DataFrame
00:19:56 - File handling with pandas
00:21:09 - Workbook (excel - xlsx) file handling
00:25:25 - Categorical data
00:27:03 - DataFrame statistics
00:28:47 - Apply a custom function to a DataFrame
00:30:57 - Date and time (DateTime) handling