10 Efficient Ways for Inspecting a Pandas DataFrame Object

A guide to using pandas effectively and efficiently — Part 1

The easiest way to distinguish a Pandas DataFrame object from its class to check the CapWords.

The letters “D” and “F” in DataFrame are capitalized by convention. The variable df refers to a Pandas DataFrame object created from the DataFrame() class.

Also, note that attribute names of DataFrame objects have no parentheses, while methods names have!

That will help you to distinguish between the attributes and methods of a Pandas DataFrame object.

When we’ve loaded our data into a Pandas DataFrame object, the first thing we should do is to inspect the data before the analysis. The main intentions of inspecting our data are:

And much more…

All these will give us ideas on where we should focus on the next steps of data wrangling tasks. Pandas provides efficient ways for inspecting a data frame. All these can be done using the appropriate methods and attributes of the Pandas DataFrame object. Here is the summary.

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