teaching:progappchim:pandas

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teaching:progappchim:pandas [2021/02/01 14:53]
villersd [Références]
teaching:progappchim:pandas [2021/09/14 04:10] (Version actuelle)
villersd
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   * [[https://towardsdatascience.com/40-examples-to-master-pandas-c69d058f434e|40 Examples to Master Pandas - A comprehensive practical guide]]   * [[https://towardsdatascience.com/40-examples-to-master-pandas-c69d058f434e|40 Examples to Master Pandas - A comprehensive practical guide]]
   * [[https://towardsdatascience.com/pandas-fundamentals-for-beginners-that-will-help-you-code-like-a-pro-2ff5e34fee09|Pandas fundamentals every data scientist needs to know - To boost your performance and code like a pro]] Mısra Turp, Medium, 07/01/2021   * [[https://towardsdatascience.com/pandas-fundamentals-for-beginners-that-will-help-you-code-like-a-pro-2ff5e34fee09|Pandas fundamentals every data scientist needs to know - To boost your performance and code like a pro]] Mısra Turp, Medium, 07/01/2021
 +  * [[https://python.plainenglish.io/add-some-style-to-your-pandas-dataframe-ae3ed4ac7804|Add Some Style to your Pandas DataFrame - Putting Some Pizzaz into your Data]] Curt Beck; Medium, Oct 11, 2020
 +  * [[https://towardsdatascience.com/spreadsheets-to-python-its-time-to-make-the-switch-ef49cf9463d5|Spreadsheets to Python: it's time]]  Clive Siviour, Towards Data Science, Medium 03/09/2021
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 ==== Datasets ==== ==== Datasets ====
   * [[https://archive.ics.uci.edu/ml/datasets/Adult|Adult Data Set]] Predict whether income exceeds $50K/yr based on census data. Also known as "Census Income" dataset   * [[https://archive.ics.uci.edu/ml/datasets/Adult|Adult Data Set]] Predict whether income exceeds $50K/yr based on census data. Also known as "Census Income" dataset
   * [[https://archive.ics.uci.edu/ml/datasets.php]]   * [[https://archive.ics.uci.edu/ml/datasets.php]]
 +  * [[https://towardsdatascience.com/7-examples-to-master-line-plots-with-python-seaborn-42d8aaa383a9|7 Examples to Master Line Plots With Python Seaborn - Practical data visualization guide]] Soner Yıldırım, 12/09/2021 → Seaborn + Pandas + librairie [[https://pandas-datareader.readthedocs.io/en/latest/|pandas datareader]] donnant accès à de nombreuses données (bourses, OECD, Eurostat,...)
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 ==== Exemples divers ==== ==== Exemples divers ====
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   * [[https://towardsdatascience.com/effectively-visualize-data-across-time-to-tell-better-stories-2a2c276e031e|Effectively visualize data across time to tell better stories]] (Pandas & Plotly)   * [[https://towardsdatascience.com/effectively-visualize-data-across-time-to-tell-better-stories-2a2c276e031e|Effectively visualize data across time to tell better stories]] (Pandas & Plotly)
   * [[https://medium.com/analytics-vidhya/statistical-analysis-in-python-using-pandas-27c6a4209de2|Statistical Analysis in Python using Pandas]] Tanvi Penumudy, Medium, dec 31, 2020   * [[https://medium.com/analytics-vidhya/statistical-analysis-in-python-using-pandas-27c6a4209de2|Statistical Analysis in Python using Pandas]] Tanvi Penumudy, Medium, dec 31, 2020
 +  * [[https://towardsdatascience.com/an-ultimate-cheat-sheet-for-data-visualization-in-pandas-f7bc239c9937|An Ultimate Cheat Sheet for Data Visualization in Pandas - All the Basic Types of Visualization That Is Available in Pandas and Some Advanced Visualization That Are Extremely Useful and Time Savers]] Rashida Nasrin Sucky, Medium, 15/02/2021 (dataset, jupyter)
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