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--- a/f23/Cole_Lecture_Notes/33_Database2/Lec33_Database2_Solution_Nelson.ipynb
+++ b/f23/Cole_Lecture_Notes/33_Database2/Lec33_Database2_Solution_Nelson.ipynb
--- a/f23/Cole_Lecture_Notes/33_Database2/Lec33_Database2_Template_Nelson.ipynb
+++ b/f23/Cole_Lecture_Notes/33_Database2/Lec33_Database2_Template_Nelson.ipynb
--- a/f23/Cole_Lecture_Notes/33_Database2/movies.db
+++ b/f23/Cole_Lecture_Notes/33_Database2/movies.db
--- a/f23/Cole_Lecture_Notes/34_Plotting1/Lec34_Plotting1_Solution_Nelson.ipynb
+++ b/f23/Cole_Lecture_Notes/34_Plotting1/Lec34_Plotting1_Solution_Nelson.ipynb
--- a/f23/Cole_Lecture_Notes/34_Plotting1/Lec34_Plotting1_Template_Nelson.ipynb
+++ b/f23/Cole_Lecture_Notes/34_Plotting1/Lec34_Plotting1_Template_Nelson.ipynb
--- a/f23/Cole_Lecture_Notes/34_Plotting1/movies.db
+++ b/f23/Cole_Lecture_Notes/34_Plotting1/movies.db
--- a/f23/Cole_Lecture_Notes/35_Plotting2/Lec35_Plotting2_Solution_Nelson.ipynb
+++ b/f23/Cole_Lecture_Notes/35_Plotting2/Lec35_Plotting2_Solution_Nelson.ipynb
--- a/f23/Cole_Lecture_Notes/35_Plotting2/Lec35_Plotting2_Template_Nelson.ipynb
+++ b/f23/Cole_Lecture_Notes/35_Plotting2/Lec35_Plotting2_Template_Nelson.ipynb
--- a/f23/Cole_Lecture_Notes/35_Plotting2/iris-flowers.db
+++ b/f23/Cole_Lecture_Notes/35_Plotting2/iris-flowers.db
--- a/f23/Cole_Lecture_Notes/35_Plotting2/iris.csv
+++ b/f23/Cole_Lecture_Notes/35_Plotting2/iris.csv
--- a/f23/Cole_Lecture_Notes/36_Database3/Lec36_WorksheetAnswers.ipynb
+++ b/f23/Cole_Lecture_Notes/36_Database3/Lec36_WorksheetAnswers.ipynb
--- a/f23/Cole_Lecture_Notes/36_Database3/Lec36_WorksheetGuided.ipynb
+++ b/f23/Cole_Lecture_Notes/36_Database3/Lec36_WorksheetGuided.ipynb
--- a/f23/Cole_Lecture_Notes/36_Database3/inclass_progress.pdf
+++ b/f23/Cole_Lecture_Notes/36_Database3/inclass_progress.pdf
--- a/f23/Cole_Lecture_Notes/36_Database3/worksheet.db
+++ b/f23/Cole_Lecture_Notes/36_Database3/worksheet.db
--- a/f23/Cole_Lecture_Notes/37_AdvPandas/Lec37_AdvPandas_Solution_Nelson.ipynb
+++ b/f23/Cole_Lecture_Notes/37_AdvPandas/Lec37_AdvPandas_Solution_Nelson.ipynb
--- a/f23/Cole_Lecture_Notes/37_AdvPandas/Lec37_AdvPandas_Template_Nelson.ipynb
+++ b/f23/Cole_Lecture_Notes/37_AdvPandas/Lec37_AdvPandas_Template_Nelson.ipynb
--- a/f23/Cole_Lecture_Notes/37_AdvPandas/piazza.db
+++ b/f23/Cole_Lecture_Notes/37_AdvPandas/piazza.db
--- a/f23/Cole_Lecture_Notes/38_Plotting3/Lec38_Plotting3_Solution_Nelson.ipynb
+++ b/f23/Cole_Lecture_Notes/38_Plotting3/Lec38_Plotting3_Solution_Nelson.ipynb
--- a/f23/Cole_Lecture_Notes/38_Plotting3/Lec38_Plotting3_Template_Nelson.ipynb
+++ b/f23/Cole_Lecture_Notes/38_Plotting3/Lec38_Plotting3_Template_Nelson.ipynb
--- a/f23/Cole_Lecture_Notes/38_Plotting3/fire_hydrants.csv
+++ b/f23/Cole_Lecture_Notes/38_Plotting3/fire_hydrants.csv
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