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--- a/f22/andy_lec_notes/lec35_Dec02_Pandas3/.gitkeep
+++ b/f22/andy_lec_notes/lec35_Dec02_Pandas3/.gitkeep
--- a/f22/andy_lec_notes/lec35_Dec02_Pandas3/lec_35_pandas3_data_transformation_completed.ipynb
+++ b/f22/andy_lec_notes/lec35_Dec02_Pandas3/lec_35_pandas3_data_transformation_completed.ipynb
--- a/f22/andy_lec_notes/lec35_Dec02_Pandas3/lec_35_pandas3_data_transformation_template.ipynb
+++ b/f22/andy_lec_notes/lec35_Dec02_Pandas3/lec_35_pandas3_data_transformation_template.ipynb
--- a/f22/andy_lec_notes/lec35_Dec02_Pandas3/link_to_notebook.md
+++ b/f22/andy_lec_notes/lec35_Dec02_Pandas3/link_to_notebook.md
+Today's lecture notes will be shared via a Google Doc shared in lecture
--- a/f22/andy_lec_notes/lec_35/.ipynb_checkpoints/lec_35_template-checkpoint.ipynb
+++ b/f22/andy_lec_notes/lec_35/.ipynb_checkpoints/lec_35_template-checkpoint.ipynb
--- a/f22/andy_lec_notes/lec_35/bus.db
+++ b/f22/andy_lec_notes/lec_35/bus.db
--- a/f22/andy_lec_notes/lec_35/lec35_plotting1_complete.ipynb
+++ b/f22/andy_lec_notes/lec_35/lec35_plotting1_complete.ipynb
--- a/f22/andy_lec_notes/lec_35/lec35_plotting1_template.ipynb
+++ b/f22/andy_lec_notes/lec_35/lec35_plotting1_template.ipynb
--- a/f22/andy_lec_notes/lec_35/readme.md
+++ b/f22/andy_lec_notes/lec_35/readme.md
--- a/f22/andy_lec_notes/lec_36/iris-flowers.db
+++ b/f22/andy_lec_notes/lec_36/iris-flowers.db
--- a/f22/andy_lec_notes/lec_36/iris.csv
+++ b/f22/andy_lec_notes/lec_36/iris.csv
--- a/f22/andy_lec_notes/lec37_Dec07_Plotting2/lec_37_plotting2_scatter_plots.ipynb
+++ b/f22/andy_lec_notes/lec37_Dec07_Plotting2/lec_37_plotting2_scatter_plots.ipynb
--- a/f22/andy_lec_notes/lec37_Dec07_Plotting2/lec_37_plotting2_scatter_plots_template.ipynb
+++ b/f22/andy_lec_notes/lec37_Dec07_Plotting2/lec_37_plotting2_scatter_plots_template.ipynb
--- a/f22/andy_lec_notes/lec_36/readme.md
+++ b/f22/andy_lec_notes/lec_36/readme.md
--- a/f22/andy_lec_notes/lec_37/fire_hydrants.csv
+++ b/f22/andy_lec_notes/lec_37/fire_hydrants.csv
--- a/f22/andy_lec_notes/lec_37/lec37_plotting3_complete.ipynb
+++ b/f22/andy_lec_notes/lec_37/lec37_plotting3_complete.ipynb
--- a/f22/andy_lec_notes/lec_37/lec37_plotting3_template.ipynb
+++ b/f22/andy_lec_notes/lec_37/lec37_plotting3_template.ipynb
--- a/f22/andy_lec_notes/lec_37/readme.md
+++ b/f22/andy_lec_notes/lec_37/readme.md
--- a/f22/andy_lec_notes/lec_38/lec38_plotting4_complete.ipynb
+++ b/f22/andy_lec_notes/lec_38/lec38_plotting4_complete.ipynb
--- a/f22/andy_lec_notes/lec_38/lec38_plotting4_template.ipynb
+++ b/f22/andy_lec_notes/lec_38/lec38_plotting4_template.ipynb
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