Real Python: Introduction to pandas
Thepandas DataFrameis astructurethat containstwo-dimensional dataand its correspondinglabels. DataFrames are widely used indata science,machine learning, scientific computing, and many other data-intensive fields.
DataFrames are similar toSQL tablesor the spreadsheets that you work with in Excel or Calc. In many cases, DataFrames are faster, easier to use, and more powerful than tables or spreadsheets because they’re an integral part of thePythonandNumPyecosystems.
In this video course, you’ll learn:
- What apandas DataFrameis and how to create one
- How toaccess, modify, add, sort, filter, and deletedata
- How to handlemissing values
- How to work withtime-series data
- How to quicklyvisualizedata
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