From 2ef0847bb5710ddef0336f71d0115a49f996c55b Mon Sep 17 00:00:00 2001 From: Kevin Markham Date: Wed, 5 Dec 2018 15:21:28 -0500 Subject: [PATCH 1/2] Add pandas video series to tutorials.rst --- doc/source/tutorials.rst | 43 ++++++++++++++++++++++++++++++++++++++++ 1 file changed, 43 insertions(+) diff --git a/doc/source/tutorials.rst b/doc/source/tutorials.rst index 83c891c0c0e40..f8a165a23661f 100644 --- a/doc/source/tutorials.rst +++ b/doc/source/tutorials.rst @@ -60,6 +60,49 @@ See `How to use this cookbook `_ Reading data from SQL databases. +.. _tutorial-qa-video-series: + +pandas Q&A video series +----------------------- + +This is a series of 31 video tutorials suitable for pandas beginners. Each +video teaches a related set of pandas functions using a real-world dataset. +All of the code from the series is available as a +`Jupyter Notebook `_, +and all of the datasets are available on +`GitHub `_. + +* 1 - `What is pandas? `_ +* 2 - `How do I read a tabular data file into pandas? `_ +* 3 - `How do I select a pandas Series from a DataFrame? `_ +* 4 - `Why do some pandas commands end with parentheses (and others don't)? `_ +* 5 - `How do I rename columns in a pandas DataFrame? `_ +* 6 - `How do I remove columns from a pandas DataFrame? `_ +* 7 - `How do I sort a pandas DataFrame or a Series? `_ +* 8 - `How do I filter rows of a pandas DataFrame by column value? `_ +* 9 - `How do I apply multiple filter criteria to a pandas DataFrame? `_ +* 10 - `Your pandas questions answered! `_ +* 11 - `How do I use the "axis" parameter in pandas? `_ +* 12 - `How do I use string methods in pandas? `_ +* 13 - `How do I change the data type of a pandas Series? `_ +* 14 - `When should I use a "groupby" in pandas? `_ +* 15 - `How do I explore a pandas Series? `_ +* 16 - `How do I handle missing values in pandas? `_ +* 17 - `What do I need to know about the pandas index? (Part 1) `_ +* 18 - `What do I need to know about the pandas index? (Part 2) `_ +* 19 - `How do I select multiple rows and columns from a pandas DataFrame? `_ +* 20 - `When should I use the "inplace" parameter in pandas? `_ +* 21 - `How do I make my pandas DataFrame smaller and faster? `_ +* 22 - `How do I use pandas with scikit-learn to create Kaggle submissions? `_ +* 23 - `More of your pandas questions answered! `_ +* 24 - `How do I create dummy variables in pandas? `_ +* 25 - `How do I work with dates and times in pandas? `_ +* 26 - `How do I find and remove duplicate rows in pandas? `_ +* 27 - `How do I avoid a SettingWithCopyWarning in pandas? `_ +* 28 - `How do I change display options in pandas? `_ +* 29 - `How do I create a pandas DataFrame from another object? `_ +* 30 - `How do I apply a function to a pandas Series or DataFrame? `_ +* 31 - `How do I use the MultiIndex in pandas? `_ Lessons for new pandas users ---------------------------- From 74ac4cbc516ffa255fbd395a5871da81319def02 Mon Sep 17 00:00:00 2001 From: Kevin Markham Date: Fri, 7 Dec 2018 15:09:28 -0500 Subject: [PATCH 2/2] Link to pandas videos in Video Tutorials section --- doc/source/tutorials.rst | 51 +++++++--------------------------------- 1 file changed, 8 insertions(+), 43 deletions(-) diff --git a/doc/source/tutorials.rst b/doc/source/tutorials.rst index f8a165a23661f..bfd0f5e026995 100644 --- a/doc/source/tutorials.rst +++ b/doc/source/tutorials.rst @@ -60,49 +60,6 @@ See `How to use this cookbook `_ Reading data from SQL databases. -.. _tutorial-qa-video-series: - -pandas Q&A video series ------------------------ - -This is a series of 31 video tutorials suitable for pandas beginners. Each -video teaches a related set of pandas functions using a real-world dataset. -All of the code from the series is available as a -`Jupyter Notebook `_, -and all of the datasets are available on -`GitHub `_. - -* 1 - `What is pandas? `_ -* 2 - `How do I read a tabular data file into pandas? `_ -* 3 - `How do I select a pandas Series from a DataFrame? `_ -* 4 - `Why do some pandas commands end with parentheses (and others don't)? `_ -* 5 - `How do I rename columns in a pandas DataFrame? `_ -* 6 - `How do I remove columns from a pandas DataFrame? `_ -* 7 - `How do I sort a pandas DataFrame or a Series? `_ -* 8 - `How do I filter rows of a pandas DataFrame by column value? `_ -* 9 - `How do I apply multiple filter criteria to a pandas DataFrame? `_ -* 10 - `Your pandas questions answered! `_ -* 11 - `How do I use the "axis" parameter in pandas? `_ -* 12 - `How do I use string methods in pandas? `_ -* 13 - `How do I change the data type of a pandas Series? `_ -* 14 - `When should I use a "groupby" in pandas? `_ -* 15 - `How do I explore a pandas Series? `_ -* 16 - `How do I handle missing values in pandas? `_ -* 17 - `What do I need to know about the pandas index? (Part 1) `_ -* 18 - `What do I need to know about the pandas index? (Part 2) `_ -* 19 - `How do I select multiple rows and columns from a pandas DataFrame? `_ -* 20 - `When should I use the "inplace" parameter in pandas? `_ -* 21 - `How do I make my pandas DataFrame smaller and faster? `_ -* 22 - `How do I use pandas with scikit-learn to create Kaggle submissions? `_ -* 23 - `More of your pandas questions answered! `_ -* 24 - `How do I create dummy variables in pandas? `_ -* 25 - `How do I work with dates and times in pandas? `_ -* 26 - `How do I find and remove duplicate rows in pandas? `_ -* 27 - `How do I avoid a SettingWithCopyWarning in pandas? `_ -* 28 - `How do I change display options in pandas? `_ -* 29 - `How do I create a pandas DataFrame from another object? `_ -* 30 - `How do I apply a function to a pandas Series or DataFrame? `_ -* 31 - `How do I use the MultiIndex in pandas? `_ Lessons for new pandas users ---------------------------- @@ -235,6 +192,14 @@ Video Tutorials * `Pandas: .head() to .tail() `_ (2016) (1:26) `GitHub repo `__ +* `Data analysis in Python with pandas `_ + (2016-2018) + `GitHub repo `_ and + `Jupyter Notebook `_ +* `Best practices with pandas `_ + (2018) + `GitHub repo `_ and + `Jupyter Notebook `_ Various Tutorials