Pandas

See AI/Data Engineering/Data engineering and computer science

Books

• #BOOK Pandas cookbook (Petrou, 2017 PACKT)

Code

• #CODE Pandas
  • https://www.datacamp.com/community/tutorials/pandas-tutorial-dataframe-python
  • https://www.youtube.com/watch?v=9d5-Ti6onew
  • https://www.datacamp.com/community/tutorials/pandas-tutorial-dataframe-python
  • Merge, Join and concatenate
  • SQL for pandas
  • Plotting in pandas
  • http://jakevdp.github.io/blog/2017/03/22/group-by-from-scratch/
  • Essential Descriptive Statistics in Pandas
  • Selecting Subsets of Data in Pandas:
    • https://medium.com/dunder-data/selecting-subsets-of-data-in-pandas-6fcd0170be9c
    • https://medium.com/dunder-data/selecting-subsets-of-data-in-pandas-39e811c81a0c
• #CODE Sketch - AI code-writing assistant for pandas users that understands the context of your data, greatly improving the relevance of suggestions

References

• #PAPER Data Structures for Statistical Computing in Python (McKinney 2010)