Data analysis with pandas: Exploratory data analysis of CSVs
This video describes basic exploratory analysis of a CSV using pandas. It includes how to read and write CSVs, how to use boolean selection to filter the DataFrame down to specific rows of interest, how to drop and rename columns as part of cleaning up a dataset, and some helpful methods for data exploration.
Download the dataset here: https://www.kaggle.com/agirlcoding/al...
Follow along using the IPython notebook for this video here: https://github.com/redshiftzero/panda...
If you missed the first video, check it out here: • Data analysis with pandas: The Series...
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