| title | date |
|---|---|
Description of Datasets Available in `pods` |
2020-11-19 |
\notes{The pods toolbox provides easy access to various data sets. The data sets are accessed through calls to the pods.datasets module. This module contains functions which download and preprocess the data for you, presenting it in a dictionary with a standard format for use in pods. On download you will also be informed of any licensing restrictions and relevant citations for the data. The data is then cached on your local drive.}
\notes{Here are some descriptions of the data sets in different notebooks.}
\subsection{Count Data}
pods.datasets.google_trends()download data from Google trends. Based on an original notebook by sahuguet.
\subsection{Regression Data}
pods.datasets.airline_delay()airline delay data set used for in @Hensman:bigdata13.pods.datasets.mauna_loa()download the latest version of the Mauna Loa data set. This is data giving carbon dioxide concentrations from the Mauna Loa observatory in Hawaii.
\subsection{Other Data}
pods.datasets.spellman_yeast()download the yeast cell cycle gene expression data set from @Spellman:yeastcellcy98.pods.datasets.lee_yeast()download the yeast connectivity data from @Lee:trascriptional02.pods.datasets.ceres()celestial observations of the dwarf planet Ceres by Giuseppe Piazzi.pods.datasets.della_gatta_gene()gene expression data from papyer by @DellaGatta:direct08.
\subsection{Adding a Data Set}
- Adding a Data Set Overview of how to add a new data set to pods.
\references