How do I explore a pandas Series?
When you start working with a new dataset, how should you go about exploring it? In this video, I'll demonstrate some of the basic tools in pandas for exploring both numeric and non-numeric data. I'll also show you how to create simple visualizations in a single line of code!
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== RESOURCES ==
GitHub repository for the series: https://github.com/justmarkham/pandas-videos
"describe" documentation: http://pandas.pydata.org/pandas-docs/stable/generated/pandas.Series.describe.html
"value_counts" documentation: http://pandas.pydata.org/pandas-docs/stable/generated/pandas.Series.value_counts.html
"unique" documentation: http://pandas.pydata.org/pandas-docs/stable/generated/pandas.Series.unique.html
"nunique" documentation: http://pandas.pydata.org/pandas-docs/stable/generated/pandas.Series.nunique.html
"crosstab" documentation: http://pandas.pydata.org/pandas-docs/stable/generated/pandas.crosstab.html
"mean" documentation: http://pandas.pydata.org/pandas-docs/stable/generated/pandas.Series.mean.html
"plot" documentation: http://pandas.pydata.org/pandas-docs/stable/generated/pandas.Series.plot.html
== LET'S CONNECT! ==
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Twitter: https://twitter.com/justmarkham
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Видео How do I explore a pandas Series? канала Data School
SUBSCRIBE to learn data science with Python:
https://www.youtube.com/dataschool?sub_confirmation=1
JOIN the "Data School Insiders" community and receive exclusive rewards:
https://www.patreon.com/dataschool
== RESOURCES ==
GitHub repository for the series: https://github.com/justmarkham/pandas-videos
"describe" documentation: http://pandas.pydata.org/pandas-docs/stable/generated/pandas.Series.describe.html
"value_counts" documentation: http://pandas.pydata.org/pandas-docs/stable/generated/pandas.Series.value_counts.html
"unique" documentation: http://pandas.pydata.org/pandas-docs/stable/generated/pandas.Series.unique.html
"nunique" documentation: http://pandas.pydata.org/pandas-docs/stable/generated/pandas.Series.nunique.html
"crosstab" documentation: http://pandas.pydata.org/pandas-docs/stable/generated/pandas.crosstab.html
"mean" documentation: http://pandas.pydata.org/pandas-docs/stable/generated/pandas.Series.mean.html
"plot" documentation: http://pandas.pydata.org/pandas-docs/stable/generated/pandas.Series.plot.html
== LET'S CONNECT! ==
Newsletter: https://www.dataschool.io/subscribe/
Twitter: https://twitter.com/justmarkham
Facebook: https://www.facebook.com/DataScienceSchool/
LinkedIn: https://www.linkedin.com/in/justmarkham/
Видео How do I explore a pandas Series? канала Data School
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