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Topic: python

Standardisation of Data

Standardisation of Data

Purpose Whatever data you get will most likely not be in a format that can be processed directly…

  • python
  • data-analysis
  • pandas
Operations on Pandas DataFrames

Operations on Pandas DataFrames

Merging DataFrames Note: can be set to left / right / inner / outer and it is similar to SQL is…

  • python
  • data-analysis
  • pandas
Reading data from external sources into a DataFrame

Reading data from external sources into a DataFrame

Reading from text file Reading from Database Scraping data using bs4 Reading data from PDF files…

  • python
  • data-analysis
  • pandas
Treating Missing values in DataFrame

Treating Missing values in DataFrame

Identify missing values Note: If there were any rows missing all values, we would simply drop them…

  • python
  • data-analysis
  • pandas
Operations on Numpy Arrays

Operations on Numpy Arrays

Reshape the array to a desired size Note: We can use '-1' as the last dimension during reshape and…

  • python
  • data-analysis
  • numpy
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