PandasData

I'm taking an online class (which has its own repo), but I'm new to Pandas. This folder is not for assignments, but for :

Learning about Pandas and using Jupyter/Python/Pandas
Understanding key concepts in Data Science
Identify weaknesses where I can practice on my own

Topics covered of interest:

Goodhart's Law: "When a measure becomes a target, it ceases to be a good measure."
- podcast: http://dataskeptic.com/epnotes/goodharts-law.php => DataSkeptic Studios
- think skeptically about data => eg. Google page rank algorithm =>
- deliberate manipulation of data by persons to obtain favourable results

Name		Name	Last commit message	Last commit date
Latest commit History 46 Commits
Apply%2Cmapply.ipynb		Apply%2Cmapply.ipynb
Apply%2Cmapply.pdf		Apply%2Cmapply.pdf
Axis+Param.ipynb		Axis+Param.ipynb
Axis+Param.pdf		Axis+Param.pdf
BooleanMasking.ipynb		BooleanMasking.ipynb
ChangeDataFileTypes.ipynb		ChangeDataFileTypes.ipynb
ChangeDataFileTypes.pdf		ChangeDataFileTypes.pdf
CreatingToyData.ipynb		CreatingToyData.ipynb
CreatingToyData.pdf		CreatingToyData.pdf
DTypes%2C+numpy.ipynb		DTypes%2C+numpy.ipynb
DTypes%2C+numpy.pdf		DTypes%2C+numpy.pdf
DateTime.ipynb		DateTime.ipynb
DateTime.pdf		DateTime.pdf
Discount_changingdataincolumns.ipynb		Discount_changingdataincolumns.ipynb
Discount_changingdataincolumns.pdf		Discount_changingdataincolumns.pdf
Display02.ipynb		Display02.ipynb
Display02.pdf		Display02.pdf
Dummyvars.ipynb		Dummyvars.ipynb
Dummyvars.pdf		Dummyvars.pdf
ExplorePandaSeries.ipynb		ExplorePandaSeries.ipynb
ExplorePandaSeries.pdf		ExplorePandaSeries.pdf
Filter+values+--+Movies+database.ipynb		Filter+values+--+Movies+database.ipynb
Filter+values+--+Movies+database.pdf		Filter+values+--+Movies+database.pdf
Graphing (1).ipynb		Graphing (1).ipynb
GroupBy.ipynb		GroupBy.ipynb
GroupBy.pdf		GroupBy.pdf
Inplace.ipynb		Inplace.ipynb
Inplace.pdf		Inplace.pdf
Kaggle_Scikit.ipynb		Kaggle_Scikit.ipynb
Kaggle_Scikit.pdf		Kaggle_Scikit.pdf
Kaggle_Scikit01.ipynb		Kaggle_Scikit01.ipynb
Kaggle_Scikit01.pdf		Kaggle_Scikit01.pdf
Loc_iloc_ix.ipynb		Loc_iloc_ix.ipynb
Loc_iloc_ix.pdf		Loc_iloc_ix.pdf
MapApplyMerge+%3D-+do+research+on.ipynb		MapApplyMerge+%3D-+do+research+on.ipynb
MapApplyMerge+%3D-+do+research+on.pdf		MapApplyMerge+%3D-+do+research+on.pdf
MemoryUsageDeep_CreateDataframe.ipynb		MemoryUsageDeep_CreateDataframe.ipynb
MemoryUsageDeep_CreateDataframe.pdf		MemoryUsageDeep_CreateDataframe.pdf
MissingValuesinPandas.ipynb		MissingValuesinPandas.ipynb
MissingValuesinPandas.pdf		MissingValuesinPandas.pdf
Multiple+filters+movies.ipynb		Multiple+filters+movies.ipynb
Multiple+filters+movies.pdf		Multiple+filters+movies.pdf
Multrowsandcolumns%2C+loc.ipynb		Multrowsandcolumns%2C+loc.ipynb
Multrowsandcolumns%2C+loc.pdf		Multrowsandcolumns%2C+loc.pdf
Notes_Udacity_Intro_to_Data_Science.ipynb		Notes_Udacity_Intro_to_Data_Science.ipynb
Notes_Udacity_Intro_to_Data_Science.md		Notes_Udacity_Intro_to_Data_Science.md
Notes_Udacity_Intro_to_Data_Science.pdf		Notes_Udacity_Intro_to_Data_Science.pdf
PandaCommands_Movie_database.ipynb		PandaCommands_Movie_database.ipynb
PandaCommands_Movie_database.pdf		PandaCommands_Movie_database.pdf
Pandas+Slice01.ipynb		Pandas+Slice01.ipynb
Pandas+Slice01.pdf		Pandas+Slice01.pdf
PandasIndex02.ipynb		PandasIndex02.ipynb
PandasIndex02.pdf		PandasIndex02.pdf
PandasIndex_01.ipynb		PandasIndex_01.ipynb
PandasIndex_01.pdf		PandasIndex_01.pdf
Pivot+Table.ipynb		Pivot+Table.ipynb
Pivot+Table.md		Pivot+Table.md
README.md		README.md
ReadingdataIn_andChangingHeadernames.ipynb		ReadingdataIn_andChangingHeadernames.ipynb
Remove+Columns+--+Ufo+Dataset.ipynb		Remove+Columns+--+Ufo+Dataset.ipynb
Remove+Columns+--+Ufo+Dataset.pdf		Remove+Columns+--+Ufo+Dataset.pdf
RemoveDups.ipynb		RemoveDups.ipynb
RemoveDups.pdf		RemoveDups.pdf
RenameColumns+--+UFO+Dataset.ipynb		RenameColumns+--+UFO+Dataset.ipynb
RenameColumns+--+UFO+Dataset.pdf		RenameColumns+--+UFO+Dataset.pdf
Scales.ipynb		Scales.ipynb
Scales.md		Scales.md
Series+selection+from+a+Dataframe+%28ufo+dataset%29.ipynb		Series+selection+from+a+Dataframe+%28ufo+dataset%29.ipynb
Series+selection+from+a+Dataframe+%28ufo+dataset%29.pdf		Series+selection+from+a+Dataframe+%28ufo+dataset%29.pdf
SettingWithCopyWarning.ipynb		SettingWithCopyWarning.ipynb
SettingWithCopyWarning.pdf		SettingWithCopyWarning.pdf
Sorting+Pandas+DataFrame_Series.ipynb		Sorting+Pandas+DataFrame_Series.ipynb
Sorting+Pandas+DataFrame_Series.pdf		Sorting+Pandas+DataFrame_Series.pdf
String+Methods.ipynb		String+Methods.ipynb
String+Methods.pdf		String+Methods.pdf
TimeSeries_Date_TimeStamp.ipynb		TimeSeries_Date_TimeStamp.ipynb
TimeSeries_Date_TimeStamp.md		TimeSeries_Date_TimeStamp.md
WIP01.ipynb		WIP01.ipynb
Weektwo_Lesson.ipynb		Weektwo_Lesson.ipynb
Weektwo_Lesson.pdf		Weektwo_Lesson.pdf
Wk3_workthrough.ipynb		Wk3_workthrough.ipynb
Wk3_workthrough.pdf		Wk3_workthrough.pdf
agg.md		agg.md
output_27_2.png		output_27_2.png
sample.pdf		sample.pdf
saveddata_head.ipynb		saveddata_head.ipynb

kammitama5/PandasData

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