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22 changes: 17 additions & 5 deletions README.md
Original file line number Diff line number Diff line change
Expand Up @@ -37,9 +37,21 @@ To answer these questions we walk through many different pandas & matplotlib met
- Plotting bar charts and lines graphs to visualize our results
- Labeling our graphs

Check out the first video I did on Pandas: <br/>
https://youtu.be/vmEHCJofslg
## YouTube Videos
1. Complete Python Pandas Data Science Tutorial! (Reading CSV/Excel files, Sorting, Filtering, Groupby)

Check out the videos I did on Matplotlib: <br/>
https://youtu.be/DAQNHzOcO5A <br/>
https://youtu.be/0P7QnIQDBJY
[![IMAGE ALT TEXT HERE](https://img.youtube.com/vi/vmEHCJofslg/0.jpg)](https://www.youtube.com/watch?v=vmEHCJofslg)

> Click on the image to watch the YouTube video.


2. Intro to Data Visualization in Python with Matplotlib! (line graph, bar chart, title, labels, size)

[![IMAGE ALT TEXT HERE](https://img.youtube.com/vi/DAQNHzOcO5A/0.jpg)](https://www.youtube.com/watch?v=DAQNHzOcO5A)

3. Python Plotting Tutorial w/ Matplotlib & Pandas (Line Graph, Histogram, Pie Chart, Box & Whiskers)

[![IMAGE ALT TEXT HERE](https://img.youtube.com/vi/0P7QnIQDBJY/0.jpg)](https://www.youtube.com/watch?v=0P7QnIQDBJY)


> Click on the image to watch the YouTube video.