reorganize README

shera-amit · May 16, 2022 · 7a03154 · 7a03154
1 parent f2169b7
commit 7a03154
Showing 1 changed file with 16 additions and 14 deletions.
diff --git a/README.md b/README.md
@@ -2,17 +2,7 @@
 
 Read about the series, and view all of the videos on one page: [Easier data analysis in Python with pandas](http://www.dataschool.io/easier-data-analysis-with-pandas/).
 
-## Jupyter Notebooks
-
-- [Python pandas Q&A series](http://nbviewer.jupyter.org/github/justmarkham/pandas-videos/blob/master/pandas.ipynb) (videos 1 to 30)
-- [How do I use the MultiIndex in pandas?](http://nbviewer.jupyter.org/github/justmarkham/pandas-videos/blob/master/pandas_multiindex.ipynb) (video 31)
-- [How do I merge DataFrames in pandas?](http://nbviewer.jupyter.org/github/justmarkham/pandas-videos/blob/master/pandas_merge.ipynb) (video 32)
-- [4 new time-saving tricks in pandas](http://nbviewer.jupyter.org/github/justmarkham/pandas-videos/blob/master/pandas_tricks.ipynb) (video 33)
-- [5 new changes in pandas you need to know about](http://nbviewer.jupyter.org/github/justmarkham/pandas-videos/blob/master/pandas_changes.ipynb) (video 34)
-- [My top 25 pandas tricks](http://nbviewer.jupyter.org/github/justmarkham/pandas-videos/blob/master/top_25_pandas_tricks.ipynb) (video 35)
-- [Data Science Best Practices with pandas (PyCon 2019)](https://nbviewer.jupyter.org/github/justmarkham/pycon-2019-tutorial/blob/master/tutorial.ipynb) (video 36)
-
-## Videos ([playlist](https://www.youtube.com/playlist?list=PL5-da3qGB5ICCsgW1MxlZ0Hq8LL5U3u9y))
+## 📺 Videos ([playlist](https://www.youtube.com/playlist?list=PL5-da3qGB5ICCsgW1MxlZ0Hq8LL5U3u9y))
 
 1. [What is pandas? (Introduction to the Q&A series)](https://www.youtube.com/watch?v=yzIMircGU5I&list=PL5-da3qGB5ICCsgW1MxlZ0Hq8LL5U3u9y&index=1) (6:24)
 2. [How do I read a tabular data file into pandas?](https://www.youtube.com/watch?v=5_QXMwezPJE&list=PL5-da3qGB5ICCsgW1MxlZ0Hq8LL5U3u9y&index=2) (8:54)
@@ -49,10 +39,22 @@ Read about the series, and view all of the videos on one page: [Easier data anal
 33. **Bonus:** [4 new time-saving tricks in pandas](https://www.youtube.com/watch?v=-NbY7E9hKxk&list=PL5-da3qGB5ICCsgW1MxlZ0Hq8LL5U3u9y&index=33) (14:50)
 34. **Bonus:** [5 new changes in pandas you need to know about](https://www.youtube.com/watch?v=te5JrSCW-LY&list=PL5-da3qGB5ICCsgW1MxlZ0Hq8LL5U3u9y&index=34) (20:54)
 35. **Bonus:** [My top 25 pandas tricks](https://www.youtube.com/watch?v=RlIiVeig3hc&list=PL5-da3qGB5ICCsgW1MxlZ0Hq8LL5U3u9y&index=35) (27:37)
-36. **Bonus:** [Data Science Best Practices with pandas (PyCon 2019)](https://www.youtube.com/watch?v=dPwLlJkSHLo&list=PL5-da3qGB5ICCsgW1MxlZ0Hq8LL5U3u9y&index=36) (1:44:16)
-37. **Bonus:** [Your pandas questions answered! (webcast)](https://www.youtube.com/watch?v=CWRKgBtZN18&list=PL5-da3qGB5ICCsgW1MxlZ0Hq8LL5U3u9y&index=37) (1:56:01)
+36. **Bonus:** [21 more pandas tricks](https://www.youtube.com/watch?v=tWFQqaRtSQA&list=PL5-da3qGB5ICCsgW1MxlZ0Hq8LL5U3u9y&index=36) (24:39)
+37. **Bonus:** [Data Science Best Practices with pandas (PyCon 2019)](https://www.youtube.com/watch?v=dPwLlJkSHLo&list=PL5-da3qGB5ICCsgW1MxlZ0Hq8LL5U3u9y&index=37) (1:44:16)
+38. **Bonus:** [Your pandas questions answered! (webcast)](https://www.youtube.com/watch?v=CWRKgBtZN18&list=PL5-da3qGB5ICCsgW1MxlZ0Hq8LL5U3u9y&index=38) (1:56:01)
+
+## 📓 Jupyter Notebooks
+
+- [Python pandas Q&A series](http://nbviewer.jupyter.org/github/justmarkham/pandas-videos/blob/master/pandas.ipynb) (videos 1 to 30)
+- [How do I use the MultiIndex in pandas?](http://nbviewer.jupyter.org/github/justmarkham/pandas-videos/blob/master/pandas_multiindex.ipynb) (video 31)
+- [How do I merge DataFrames in pandas?](http://nbviewer.jupyter.org/github/justmarkham/pandas-videos/blob/master/pandas_merge.ipynb) (video 32)
+- [4 new time-saving tricks in pandas](http://nbviewer.jupyter.org/github/justmarkham/pandas-videos/blob/master/pandas_tricks.ipynb) (video 33)
+- [5 new changes in pandas you need to know about](http://nbviewer.jupyter.org/github/justmarkham/pandas-videos/blob/master/pandas_changes.ipynb) (video 34)
+- [My top 25 pandas tricks](http://nbviewer.jupyter.org/github/justmarkham/pandas-videos/blob/master/top_25_pandas_tricks.ipynb) (video 35)
+- [21 more pandas tricks](http://nbviewer.jupyter.org/github/justmarkham/pandas-videos/blob/master/21_more_pandas_tricks.ipynb) (video 36)
+- [Data Science Best Practices with pandas (PyCon 2019)](https://nbviewer.jupyter.org/github/justmarkham/pycon-2019-tutorial/blob/master/tutorial.ipynb) (video 37)
 
-## Datasets
+## 📊 Datasets
 
 Filename | Description | Raw File | Original Source | Other
 --- | --- | --- | --- | ---