| Les deux révisions précédentes Révision précédente Prochaine révision | Révision précédente Prochaine révisionLes deux révisions suivantes |
| teaching:progappchim:pandas [2020/03/15 09:12] – [Références] villersd | teaching:progappchim:pandas [2020/12/24 10:51] – [Références] villersd |
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| * [[http://pandas.pydata.org/pandas-docs/version/0.20/cookbook.html|cookbook]] | * [[http://pandas.pydata.org/pandas-docs/version/0.20/cookbook.html|cookbook]] |
| * [[http://pandas.pydata.org/pandas-docs/stable/user_guide/visualization.html|Visualisation]] | * [[http://pandas.pydata.org/pandas-docs/stable/user_guide/visualization.html|Visualisation]] |
| | * [[https://www.datacamp.com/community/blog/python-pandas-cheat-sheet|Pandas Cheat Sheet for Data Science in Python]] |
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| ===== Applications, exemples ===== | ===== Applications, exemples ===== |
| ===== Interface utilisateur graphique ===== | ===== Interface utilisateur graphique ===== |
| * [[https://github.com/adamerose/pandasgui|PandasGUI]] | * [[https://github.com/adamerose/pandasgui|PandasGUI]] |
| | * [[https://towardsdatascience.com/pandasgui-analyzing-pandas-dataframes-with-a-graphical-user-interface-36f5c1357b1d|PandasGUI: Analyzing Pandas dataframes with a Graphical User Interface - Accessing Pandas Dataframes with a simple click of the mouse]] Parul Pandey, Medium, 24/10/2020 |
| * [[https://github.com/tkrabel/bamboolib|bamboolib]] (closed source - non libre) | * [[https://github.com/tkrabel/bamboolib|bamboolib]] (closed source - non libre) |
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| * [[https://www.geeksforgeeks.org/box-plot-visualization-with-pandas-and-seaborn/|Box plot visualization with Pandas and Seaborn]] | * [[https://www.geeksforgeeks.org/box-plot-visualization-with-pandas-and-seaborn/|Box plot visualization with Pandas and Seaborn]] |
| * [[https://towardsdatascience.com/complete-guide-to-data-visualization-with-python-2dd74df12b5e|Complete Guide to Data Visualization with Python]] (avec différentes librairies : matplotlib, Seaborn, bokeh, Altair, Folium avec des cartes,...) | * [[https://towardsdatascience.com/complete-guide-to-data-visualization-with-python-2dd74df12b5e|Complete Guide to Data Visualization with Python]] (avec différentes librairies : matplotlib, Seaborn, bokeh, Altair, Folium avec des cartes,...) |
| | * [[https://towardsdatascience.com/introducing-bamboolib-a-gui-for-pandas-4f6c091089e3|Introducing Bamboolib — a GUI for Pandas]] (utilisation gratuite ou payante via une activation nécessaire dans jupyter) |
| | * [[https://bamboolib.8080labs.com/]] |
| | * [[https://github.com/tkrabel/bamboolib]] |
| | * [[https://towardsdatascience.com/violin-plot-its-time-to-ditch-the-box-plots-785629b0ff3a|Violin Plot — It’s Time to Ditch the Box Plots]] |
| | * [[https://towardsdatascience.com/reshape-pandas-dataframe-with-melt-in-python-tutorial-and-visualization-29ec1450bb02|Reshape pandas dataframe with melt in Python — tutorial and visualization]] |
| | * [[https://pandas.pydata.org/docs/reference/api/pandas.melt.html|pandas.melt]] (documentation) |
| | * groupby : |
| | * [[https://towardsdatascience.com/learn-how-to-master-groupby-function-in-python-now-4620dd463224|Learn how to master groupby function in Python now | by WY Fok | Towards Data Science]] |
| | * [[https://towardsdatascience.com/less-known-pandas-groupby-applications-in-python-72fb304a1973|Less known Pandas groupby applications in Python | by WY Fok | Aug, 2020 | Towards Data Science]] |
| | * remplacer Excel (ou calc de libreoffice) |
| | * [[https://towardsdatascience.com/how-to-ditch-excel-a-primer-to-python-c4a9c192e993|Ditch Excel! — A Primer to Python - Pandas one-liners for popular excel stuff]], Medium 01/09/2020 |
| | * [[https://towardsdatascience.com/how-not-to-write-pandas-code-2cbda8b3816c|How NOT to write pandas code]] |
| | * [[https://towardsdatascience.com/40-examples-to-master-pandas-c69d058f434e|40 Examples to Master Pandas - A comprehensive practical guide]] |
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| ==== Datasets ==== | ==== Datasets ==== |