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-5,7 +5,7 @@ Blog | bpd - + diff --git a/blog/long-blog-post/index.html b/blog/long-blog-post/index.html index 4c5f1c98..93cdcb75 100644 --- a/blog/long-blog-post/index.html +++ b/blog/long-blog-post/index.html @@ -5,7 +5,7 @@ Long Blog Post | bpd - + diff --git a/blog/mdx-blog-post/index.html b/blog/mdx-blog-post/index.html index ebe225f4..baf80364 100644 --- a/blog/mdx-blog-post/index.html +++ b/blog/mdx-blog-post/index.html @@ -5,7 +5,7 @@ MDX Blog Post | bpd - + diff --git a/blog/tags/docusaurus/index.html b/blog/tags/docusaurus/index.html index af6c6931..48b935aa 100644 --- a/blog/tags/docusaurus/index.html +++ b/blog/tags/docusaurus/index.html @@ -5,7 +5,7 @@ 4 posts tagged with "docusaurus" | bpd - + diff --git a/blog/tags/facebook/index.html b/blog/tags/facebook/index.html index 4d579b45..1f603064 100644 --- a/blog/tags/facebook/index.html +++ b/blog/tags/facebook/index.html @@ -5,7 +5,7 @@ One post tagged with "facebook" | bpd - + diff --git a/blog/tags/hello/index.html b/blog/tags/hello/index.html index dd2de4f0..9a9e6ea6 100644 --- a/blog/tags/hello/index.html +++ b/blog/tags/hello/index.html @@ -5,7 +5,7 @@ 2 posts tagged with "hello" | bpd - + diff --git a/blog/tags/hola/index.html b/blog/tags/hola/index.html index 58e2b449..20bf92af 100644 --- a/blog/tags/hola/index.html +++ b/blog/tags/hola/index.html @@ -5,7 +5,7 @@ One post tagged with "hola" | bpd - + diff --git a/blog/tags/index.html b/blog/tags/index.html index b35aa370..6e1c291a 100644 --- a/blog/tags/index.html +++ b/blog/tags/index.html @@ -5,7 +5,7 @@ Tags | bpd - + diff --git a/blog/welcome/index.html b/blog/welcome/index.html index 33addb9d..0756e595 100644 --- a/blog/welcome/index.html +++ b/blog/welcome/index.html @@ -5,7 +5,7 @@ Welcome | bpd - + diff --git a/docs/accessing-data/df.shape/index.html b/docs/accessing-data/df.shape/index.html index 1931ef28..32cded01 100644 --- a/docs/accessing-data/df.shape/index.html +++ b/docs/accessing-data/df.shape/index.html @@ -5,7 +5,7 @@ df.shape | bpd - + diff --git a/docs/arrays-and-numpy/arr[]/index.html b/docs/arrays-and-numpy/arr[]/index.html index 133a3d12..3869288a 100644 --- a/docs/arrays-and-numpy/arr[]/index.html +++ b/docs/arrays-and-numpy/arr[]/index.html @@ -5,7 +5,7 @@ arr[] | bpd - + diff --git a/docs/building-organizing/bpd.DataFrame()/index.html b/docs/building-organizing/bpd.DataFrame()/index.html index aff575c9..6e41fb3f 100644 --- a/docs/building-organizing/bpd.DataFrame()/index.html +++ b/docs/building-organizing/bpd.DataFrame()/index.html @@ -5,7 +5,7 @@ bpd.DataFrame() | bpd - + diff --git a/docs/building-organizing/bpd.read_csv()/index.html b/docs/building-organizing/bpd.read_csv()/index.html index 23b28f07..9d1a450f 100644 --- a/docs/building-organizing/bpd.read_csv()/index.html +++ b/docs/building-organizing/bpd.read_csv()/index.html @@ -5,7 +5,7 @@ bpd.read_csv() | bpd - + diff --git a/docs/building-organizing/df.assign()/index.html b/docs/building-organizing/df.assign()/index.html index 9216d8eb..83a39916 100644 --- a/docs/building-organizing/df.assign()/index.html +++ b/docs/building-organizing/df.assign()/index.html @@ -5,7 +5,7 @@ df.assign() | bpd - + diff --git a/docs/building-organizing/df.drop()/index.html b/docs/building-organizing/df.drop()/index.html index fc4da1b7..4c7e4d8f 100644 --- a/docs/building-organizing/df.drop()/index.html +++ b/docs/building-organizing/df.drop()/index.html @@ -5,7 +5,7 @@ df.drop() | bpd - + diff --git a/docs/building-organizing/df.merge()/index.html b/docs/building-organizing/df.merge()/index.html index fa31826d..56691b60 100644 --- a/docs/building-organizing/df.merge()/index.html +++ b/docs/building-organizing/df.merge()/index.html @@ -5,7 +5,7 @@ df.merge() | bpd - + diff --git a/docs/building-organizing/df.reset_index()/index.html b/docs/building-organizing/df.reset_index()/index.html index 8eccb7b5..73d1bf47 100644 --- a/docs/building-organizing/df.reset_index()/index.html +++ b/docs/building-organizing/df.reset_index()/index.html @@ -5,7 +5,7 @@ df.reset_index() | bpd - + diff --git a/docs/building-organizing/df.set_index()/index.html b/docs/building-organizing/df.set_index()/index.html index 8687e0bf..a9cc7f72 100644 --- a/docs/building-organizing/df.set_index()/index.html +++ b/docs/building-organizing/df.set_index()/index.html @@ -5,7 +5,7 @@ df.set_index() | bpd - + diff --git a/docs/building-organizing/df.sort_values()/index.html b/docs/building-organizing/df.sort_values()/index.html index c734a967..e282c8a2 100644 --- a/docs/building-organizing/df.sort_values()/index.html +++ b/docs/building-organizing/df.sort_values()/index.html @@ -5,7 +5,7 @@ df.sort_values() | bpd - + diff --git a/docs/category/accessing-data/index.html b/docs/category/accessing-data/index.html index 4a9a1660..cfc29ee8 100644 --- a/docs/category/accessing-data/index.html +++ b/docs/category/accessing-data/index.html @@ -5,7 +5,7 @@ accessing data | bpd - + diff --git a/docs/category/arrays-and-numpy/index.html b/docs/category/arrays-and-numpy/index.html index 24f02e95..0d68eba4 100644 --- a/docs/category/arrays-and-numpy/index.html +++ b/docs/category/arrays-and-numpy/index.html @@ -5,7 +5,7 @@ arrays and numpy | bpd - + diff --git a/docs/category/building-and-organizing-dataframes/index.html b/docs/category/building-and-organizing-dataframes/index.html index 364d67c1..80a12a32 100644 --- a/docs/category/building-and-organizing-dataframes/index.html +++ b/docs/category/building-and-organizing-dataframes/index.html @@ -5,7 +5,7 @@ building and organizing DataFrames | bpd - + diff --git a/docs/category/plotting/index.html b/docs/category/plotting/index.html index 61f6a55f..dbb4ef68 100644 --- a/docs/category/plotting/index.html +++ b/docs/category/plotting/index.html @@ -5,7 +5,7 @@ plotting | bpd - + diff --git a/docs/category/series-methods/index.html b/docs/category/series-methods/index.html index 81e01eb6..910ae8cd 100644 --- a/docs/category/series-methods/index.html +++ b/docs/category/series-methods/index.html @@ -5,7 +5,7 @@ series methods | bpd - + diff --git a/docs/category/tutorial---basics/index.html b/docs/category/tutorial---basics/index.html index 0fd465a7..051d12cd 100644 --- a/docs/category/tutorial---basics/index.html +++ b/docs/category/tutorial---basics/index.html @@ -5,7 +5,7 @@ Tutorial - Basics | bpd - + diff --git a/docs/category/tutorial---extras/index.html b/docs/category/tutorial---extras/index.html index 99521757..e6168e00 100644 --- a/docs/category/tutorial---extras/index.html +++ b/docs/category/tutorial---extras/index.html @@ -5,7 +5,7 @@ Tutorial - Extras | bpd - + diff --git a/docs/grouping/index.html b/docs/grouping/index.html index a81c8e18..6facb799 100644 --- a/docs/grouping/index.html +++ b/docs/grouping/index.html @@ -5,17 +5,17 @@ grouping | bpd - +

grouping

df.groupby(column_name) or df.groupby([column_names]) -

Group DataFrame by values in columns specified in column_name or a list of column_names.

A groupby operation groups large amounts of data based on the column name(s)

Input:
column_name : string
Groups by the column specified. The column becomes the index.
column_names : list (of strings)
Groups by all listed columns, starting with the first one in the list. The columns become the indices.
Note:
Grouping without an aggregate method will return a DataFrameGroupBy object (not DataFrame)
-

Aggregate Methods

-.mean()   .median()   .count()   .max()   .min()   .sum()

-
Returns:
df_gb - groupby object that contains information about the groups.
Return Type:
DataFrameGroupBy
+

Group DataFrame by values in columns specified in column_name or a list of column_names.

A groupby operation groups large amounts of data based on the column name(s)

Input:
column_name : string
Groups by the column specified. The column becomes the index.
column_names : list (of strings)
Groups by all listed columns, starting with the first one in the list. The columns become the indices.
Note:
Grouping without an aggregate method will return a DataFrameGroupBy object (not DataFrame)

Aggregate Methods

+.mean()   .median()   .count()   .max()   .min()   .sum()

+df.groupby(column_name).aggregate_method() +
Returns:
A new DataFrame with the parameter column(s) as the index and all other columns grouped.
Return Type:
DataFrame
pets
Index SpeciesColorWeightAge
0 dogblack405
1 catgolden158
2 catblack209
3 dogwhite802
4 dogblack250.5
5 hamsterblack13
6 hamstergolden0.250.2
diff --git a/docs/intro/index.html b/docs/intro/index.html index de2ac5fc..0727af65 100644 --- a/docs/intro/index.html +++ b/docs/intro/index.html @@ -5,7 +5,7 @@ intro | bpd - + diff --git a/docs/plotting/histogram/index.html b/docs/plotting/histogram/index.html index bd741a0d..6a6e4427 100644 --- a/docs/plotting/histogram/index.html +++ b/docs/plotting/histogram/index.html @@ -5,7 +5,7 @@ histogram | bpd - + diff --git a/docs/series-methods/ser.count()/index.html b/docs/series-methods/ser.count()/index.html index afcdfb4f..9851dc88 100644 --- a/docs/series-methods/ser.count()/index.html +++ b/docs/series-methods/ser.count()/index.html @@ -5,7 +5,7 @@ ser.count() | bpd - + diff --git a/docs/series-methods/ser.max()/index.html b/docs/series-methods/ser.max()/index.html index 88fd83e7..00c0c4d3 100644 --- a/docs/series-methods/ser.max()/index.html +++ b/docs/series-methods/ser.max()/index.html @@ -5,7 +5,7 @@ ser.max() | bpd - + diff --git a/docs/tutorial-basics/congratulations/index.html b/docs/tutorial-basics/congratulations/index.html index cd49f647..c4a9c4c1 100644 --- a/docs/tutorial-basics/congratulations/index.html +++ b/docs/tutorial-basics/congratulations/index.html @@ -5,7 +5,7 @@ Congratulations! | bpd - + diff --git a/docs/tutorial-basics/create-a-blog-post/index.html b/docs/tutorial-basics/create-a-blog-post/index.html index 69780510..5b82ffec 100644 --- a/docs/tutorial-basics/create-a-blog-post/index.html +++ b/docs/tutorial-basics/create-a-blog-post/index.html @@ -5,7 +5,7 @@ Create a Blog Post | bpd - + diff --git a/docs/tutorial-basics/create-a-document/index.html b/docs/tutorial-basics/create-a-document/index.html index 666edc79..7963b9ea 100644 --- a/docs/tutorial-basics/create-a-document/index.html +++ b/docs/tutorial-basics/create-a-document/index.html @@ -5,7 +5,7 @@ Create a Document | bpd - + diff --git a/docs/tutorial-basics/create-a-page/index.html b/docs/tutorial-basics/create-a-page/index.html index 0517a8db..0df507fe 100644 --- a/docs/tutorial-basics/create-a-page/index.html +++ b/docs/tutorial-basics/create-a-page/index.html @@ -5,7 +5,7 @@ Create a Page | bpd - + diff --git a/docs/tutorial-basics/deploy-your-site/index.html b/docs/tutorial-basics/deploy-your-site/index.html index 12ba3d5b..aa6232a4 100644 --- a/docs/tutorial-basics/deploy-your-site/index.html +++ b/docs/tutorial-basics/deploy-your-site/index.html @@ -5,7 +5,7 @@ Deploy your site | bpd - + diff --git a/docs/tutorial-basics/markdown-features/index.html b/docs/tutorial-basics/markdown-features/index.html index 8068920a..e73621d6 100644 --- a/docs/tutorial-basics/markdown-features/index.html +++ b/docs/tutorial-basics/markdown-features/index.html @@ -5,7 +5,7 @@ Markdown Features | bpd - + diff --git a/docs/tutorial-extras/manage-docs-versions/index.html b/docs/tutorial-extras/manage-docs-versions/index.html index dd012bdb..c435082e 100644 --- a/docs/tutorial-extras/manage-docs-versions/index.html +++ b/docs/tutorial-extras/manage-docs-versions/index.html @@ -5,7 +5,7 @@ Manage Docs Versions | bpd - + diff --git a/docs/tutorial-extras/translate-your-site/index.html b/docs/tutorial-extras/translate-your-site/index.html index 5f95e211..c0920edc 100644 --- a/docs/tutorial-extras/translate-your-site/index.html +++ b/docs/tutorial-extras/translate-your-site/index.html @@ -5,7 +5,7 @@ Translate your site | bpd - + diff --git a/index.html b/index.html index c6a5902d..6af32f7c 100644 --- a/index.html +++ b/index.html @@ -5,7 +5,7 @@ bpd reference sheet | bpd - + diff --git a/markdown-page/index.html b/markdown-page/index.html index aeffa68e..a83369a5 100644 --- a/markdown-page/index.html +++ b/markdown-page/index.html @@ -5,7 +5,7 @@ Markdown page example | bpd - +