Jupyter notebooks and datasets for the interesting pandas/python/data science video series.
For people who are interested in data science, data analysis and finding interesting relation for data. This repository is related to site: https://blog.softhints.com/tag/pandas/ where you can find more interesting videos. The youtube channel is:
https://www.youtube.com/channel/UCg5rvP_D735oSBatdcH5ZFA
https://softhints.com/youtube-videos.html
- (Pandas Tutorial : How to split columns of dataframe)[https://www.youtube.com/watch?v=cCoGsFVPVh0&list=PLeicpQTG639FTJ-daMp7YWmQLBH3zumXv]
- (Pandas Tutorial : How to split dataframe by string or date)[https://www.youtube.com/watch?v=7sgDvC4k6Xg&list=PLeicpQTG639FTJ-daMp7YWmQLBH3zumXv]
- (Easily extract tables from websites with pandas and python)[https://www.youtube.com/watch?v=OXA_ZD1gR6A&list=PLeicpQTG639FTJ-daMp7YWmQLBH3zumXv]
- (Easily extract information from excel with Python and Pandas)[https://www.youtube.com/watch?v=hJMH_1o8eU0&list=PLeicpQTG639FTJ-daMp7YWmQLBH3zumXv]
- (Extract tabular data from PDF with Python - Tabula, Camelot, PyPDF2)[https://www.youtube.com/watch?v=702lkQbZx50&list=PLeicpQTG639FTJ-daMp7YWmQLBH3zumXv]
- (Pandas is column part of another column in the same row of dataframe)[https://www.youtube.com/watch?v=duOHHDqI40c&list=PLeicpQTG639FTJ-daMp7YWmQLBH3zumXv]
- (Load multiple CSV files into a single Dataframe)[https://www.youtube.com/watch?v=30ndwJm1I5c&list=PLeicpQTG639FTJ-daMp7YWmQLBH3zumXv]
- (Analyze top youtube channels 2019 with pandas - PewDiePie I)[https://www.youtube.com/watch?v=mG9OnH9R5yM&list=PLeicpQTG639FTJ-daMp7YWmQLBH3zumXv]
- (dataframe column transformations ( str, int, category, concat))[https://www.youtube.com/watch?v=5pbRivDYzko&list=PLeicpQTG639FTJ-daMp7YWmQLBH3zumXv]
- (Pandas DataFrame generate n-level hierarchical JSON)[https://www.youtube.com/watch?v=lCcE-0bykRU&list=PLeicpQTG639FTJ-daMp7YWmQLBH3zumXv]
- (Pandas How add new column existing DataFrame)[https://www.youtube.com/watch?v=UvCO5gKQqtE&list=PLeicpQTG639FTJ-daMp7YWmQLBH3zumXv]
- (Python Pandas find and drop duplicate data)[https://www.youtube.com/watch?v=4ixLp8aFomw&list=PLeicpQTG639FTJ-daMp7YWmQLBH3zumXv]
- (Map the headers to a column with pandas?)[https://www.youtube.com/watch?v=3g6KG_8zq0E&list=PLeicpQTG639FTJ-daMp7YWmQLBH3zumXv]
- (Pandas count values in a column of type list)[https://www.youtube.com/watch?v=lx7KFd6BPcg&list=PLeicpQTG639FTJ-daMp7YWmQLBH3zumXv]
- (How to Optimize and Speed Up Pandas)[https://www.youtube.com/watch?v=nW5ltiwV-6Y&list=PLeicpQTG639FTJ-daMp7YWmQLBH3zumXv]
- (Pandas count and percentage by value for a column)[https://www.youtube.com/watch?v=P5pxJkv71BU&list=PLeicpQTG639FTJ-daMp7YWmQLBH3zumXv]
- (Pandas use a list of values to select rows from a column)[https://www.youtube.com/watch?v=jlSbo5wmTPQ&list=PLeicpQTG639FTJ-daMp7YWmQLBH3zumXv]