new api ref sections. part 1

docs/source/_templates/_api_ref.pandas.general_functions_templ.rst

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+.. _api_ref.pandas.general_functions:
+.. include:: ./../ext_links.txt
+
+General Functions
+=================
+.. currentmodule:: pandas
+
+This section covers general Pandas operations
+
+Data manipulations
+~~~~~~~~~~~~~~~~~~
+
+.. sdc_toctree
+melt
+pivot
+pivot_table
+crosstab
+cut
+qcut
+merge
+merge_ordered
+merge_asof
+concat
+get_dummies
+factorize
+unique
+wide_to_long
+
+Top-Level Missing Data
+~~~~~~~~~~~~~~~~~~~~~~
+
+.. sdc_toctree
+isna
+isnull
+notna
+notnull
+
+Top-Level Conversions
+~~~~~~~~~~~~~~~~~~~~~
+
+.. sdc_toctree
+to_numeric
+
+Top-Level Working With Dates & Time
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+.. sdc_toctree
+to_datetime
+to_timedelta
+date_range
+bdate_range
+period_range
+timedelta_range
+infer_freq
+
+Top-Level Dealing With Intervals
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+.. sdc_toctree
+interval_range
+
+Top-Level Evaluation
+~~~~~~~~~~~~~~~~~~~~
+
+.. sdc_toctree
+   eval
+
+Hashing
+~~~~~~~
+
+.. sdc_toctree
+   util.hash_array
+   util.hash_pandas_object

docs/source/_templates/_api_ref.pandas.groupby_templ.rst

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+.. _api_ref.pandas.groupby:
+.. include:: ./../ext_links.txt
+
+GroupBy
+=======
+.. currentmodule:: pandas.core.groupby
+
+This section covers operations for grouping data in series and dataframes.
+
+GroupBy objects are returned by groupby calls: :func:`pandas.DataFrame.groupby`, :func:`pandas.Series.groupby`, etc.
+
+Indexing and Iteration
+----------------------
+
+.. sdc_toctree
+GroupBy.__iter__
+GroupBy.groups
+GroupBy.indices
+GroupBy.get_group
+
+.. currentmodule:: pandas
+
+.. sdc_toctree
+Grouper
+
+.. currentmodule:: pandas.core.groupby
+
+User-Defined Functions
+----------------------
+
+.. sdc_toctree
+GroupBy.apply
+GroupBy.agg
+GroupBy.aggregate
+GroupBy.transform
+GroupBy.pipe
+
+Computations, Descriptive Statistics
+------------------------------------
+
+.. sdc_toctree
+GroupBy.all
+GroupBy.any
+GroupBy.bfill
+GroupBy.count
+GroupBy.cumcount
+GroupBy.cummax
+GroupBy.cummin
+GroupBy.cumprod
+GroupBy.cumsum
+GroupBy.ffill
+GroupBy.first
+GroupBy.head
+GroupBy.last
+GroupBy.max
+GroupBy.mean
+GroupBy.median
+GroupBy.min
+GroupBy.ngroup
+GroupBy.nth
+GroupBy.ohlc
+GroupBy.prod
+GroupBy.rank
+GroupBy.pct_change
+GroupBy.size
+GroupBy.sem
+GroupBy.std
+GroupBy.sum
+GroupBy.var
+GroupBy.tail
+
+The following methods are available in both ``SeriesGroupBy`` and
+``DataFrameGroupBy`` objects, but may differ slightly, usually in that
+the ``DataFrameGroupBy`` version usually permits the specification of an
+axis argument, and often an argument indicating whether to restrict
+application to columns of a specific data type.
+
+.. sdc_toctree
+DataFrameGroupBy.all
+DataFrameGroupBy.any
+DataFrameGroupBy.bfill
+DataFrameGroupBy.corr
+DataFrameGroupBy.count
+DataFrameGroupBy.cov
+DataFrameGroupBy.cummax
+DataFrameGroupBy.cummin
+DataFrameGroupBy.cumprod
+DataFrameGroupBy.cumsum
+DataFrameGroupBy.describe
+DataFrameGroupBy.diff
+DataFrameGroupBy.ffill
+DataFrameGroupBy.fillna
+DataFrameGroupBy.filter
+DataFrameGroupBy.hist
+DataFrameGroupBy.idxmax
+DataFrameGroupBy.idxmin
+DataFrameGroupBy.mad
+DataFrameGroupBy.nunique
+DataFrameGroupBy.pct_change
+DataFrameGroupBy.plot
+DataFrameGroupBy.quantile
+DataFrameGroupBy.rank
+DataFrameGroupBy.resample
+DataFrameGroupBy.shift
+DataFrameGroupBy.size
+DataFrameGroupBy.skew
+DataFrameGroupBy.take
+DataFrameGroupBy.tshift
+
+The following methods are available only for ``SeriesGroupBy`` objects.
+
+.. sdc_toctree
+SeriesGroupBy.nlargest
+SeriesGroupBy.nsmallest
+SeriesGroupBy.nunique
+SeriesGroupBy.unique
+SeriesGroupBy.value_counts
+SeriesGroupBy.is_monotonic_increasing
+SeriesGroupBy.is_monotonic_decreasing
+
+The following methods are available only for ``DataFrameGroupBy`` objects.
+
+.. sdc_toctree
+DataFrameGroupBy.corrwith
+DataFrameGroupBy.boxplot

docs/source/_templates/_api_ref.pandas.io_templ.rst

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+.. _api_ref.pandas.io:
+.. include:: ./../ext_links.txt
+
+Input-Output
+============
+.. currentmodule:: pandas
+
+This section include `Pandas*`_ functions for input data of a specific format into memory and for output in-memory
+data to external storage format.
+
+
+Pickling
+~~~~~~~~
+
+.. sdc_toctree
+read_pickle
+
+Flat Files
+~~~~~~~~~~
+
+.. sdc_toctree
+read_table
+read_csv
+read_fwf
+
+Clipboard
+~~~~~~~~~
+
+.. sdc_toctree
+read_clipboard
+
+Excel
+~~~~~
+
+.. sdc_toctree
+read_excel
+ExcelFile.parse
+ExcelWriter
+
+JSON
+~~~~
+
+.. sdc_toctree
+read_json
+
+.. currentmodule:: pandas.io.json
+
+.. sdc_toctree
+json_normalize
+build_table_schema
+
+.. currentmodule:: pandas
+
+HTML
+~~~~
+
+.. sdc_toctree
+read_html
+
+HDFStore: PyTables (HDF5)
+~~~~~~~~~~~~~~~~~~~~~~~~~
+
+.. sdc_toctree
+read_hdf
+HDFStore.put
+HDFStore.append
+HDFStore.get
+HDFStore.select
+HDFStore.info
+HDFStore.keys
+HDFStore.groups
+HDFStore.walk
+
+Feather
+~~~~~~~
+
+.. sdc_toctree
+read_feather
+
+Parquet
+~~~~~~~
+
+.. sdc_toctree
+read_parquet
+
+SAS
+~~~
+
+.. sdc_toctree
+read_sas
+
+SPSS
+~~~~
+
+.. sdc_toctree
+read_spss
+
+SQL
+~~~
+
+.. sdc_toctree
+read_sql_table
+read_sql_query
+read_sql
+
+Google BigQuery
+~~~~~~~~~~~~~~~
+
+.. sdc_toctree
+read_gbq
+
+STATA
+~~~~~
+
+.. sdc_toctree
+read_stata
+
+.. currentmodule:: pandas.io.stata
+
+.. sdc_toctree
+StataReader.data_label
+StataReader.value_labels
+StataReader.variable_labels
+StataWriter.write_file