Add NBs for SciPy 2022 (#103)

* Add NBs for SciPy 2022

* Add data SciPy 2022

* Add new env

* Add images

* Edit NB 2

* Delete final_notebook.ipynb

Author: hugobowne

binder/environment.yml

@@ -8,7 +8,7 @@ dependencies:
 - python>=3.8
 - jupyter
 - jupyterlab>=3.0
-- pymc3
+- pymc=4.0
 - pip
 - seaborn
 - matplotlib
@@ -24,7 +24,6 @@ dependencies:
 - pandoc
 - black
 - nbstripout
-- "python-graphviz"
 - pylint
 - arviz
 - theano
@@ -37,11 +36,13 @@ dependencies:
 - pre-commit
 - networkx
 - mamba
+- "python-graphviz"
 - pyprojroot
 - faker
 - pip:
   - mkdocs
   - mkdocs-material
   - mknotebooks
   - daft
-  # Need to add pip install from github for repo, so solutions can be executed.
+  - gapminder
+  # Need to add pip install from github for repo, so solutions can be executed.

data/Batting.csv

@@ -0,0 +1,21 @@
+"Year","GC","C1","C2","C3","C4","C5","C6","C7","C8","C9","C10","C11","C14","C15"
+"1875","0","0","0","0","0","0","0","1","1","0","0","0","1","0"
+"1876","2","0","0","0","1","0","0","0","0","0","0","0","1","1"
+"1877","2","0","0","0","0","0","1","1","0","0","1","0","2","0"
+"1878","1","2","2","1","1","0","0","0","0","0","1","0","1","0"
+"1879","0","0","0","1","1","2","2","0","1","0","0","2","1","0"
+"1880","0","3","2","1","1","1","0","0","0","2","1","4","3","0"
+"1881","1","0","0","2","1","0","0","1","0","1","0","0","0","0"
+"1882","1","2","0","0","0","0","1","0","1","1","2","1","4","1"
+"1883","0","0","1","2","0","1","2","1","0","1","0","3","0","0"
+"1884","3","0","1","0","0","0","0","1","0","0","2","0","1","1"
+"1885","0","0","0","0","0","0","1","0","0","2","0","1","0","1"
+"1886","2","1","0","0","1","1","1","0","0","1","0","1","3","0"
+"1887","1","1","2","1","0","0","3","2","1","1","0","1","2","0"
+"1888","0","1","1","0","0","1","1","0","0","0","0","1","1","0"
+"1889","0","0","1","1","0","1","1","0","0","1","2","2","0","2"
+"1890","1","2","0","2","0","1","1","2","0","2","1","1","2","2"
+"1891","0","0","0","1","1","1","0","1","1","0","3","3","1","0"
+"1892","1","3","2","0","1","1","3","0","1","1","0","1","1","0"
+"1893","0","1","0","0","0","1","0","2","0","0","1","3","0","0"
+"1894","1","0","0","0","0","0","0","0","1","0","1","1","0","0"