The Examples Book
Appendices
Corporate Partners Data Engineering Data Science DEAF PODS National Data Mine Network Personal Professional Development Programming Languages Projects Registration TDM Internal Documentation Template Module The Data Mine Workshops The Examples Book Think Summer University Partners

Programming Languages

    • Coding Languages
    • Perl
      • Perl Books
    • Python
      • Indentation
      • Variables
      • Printing and F-Strings
      • Logical Operators
      • Tuples
      • Lists
      • Dictionaries
      • Sets
      • Dates and Times
      • Control Flow
      • Writing Functions
      • Classes
      • Writing Scripts
        • argparse
      • pandas
        • Reading & Writing Data
        • Series
        • DataFrames
        • Indexing
        • Dates and Times
        • Aggregate Functions
        • Reshaping
      • Pathlib
      • Scraping
        • Requests
        • BeautifulSoup
        • lxml
        • Selenium
        • Running on Anvil
      • Plotting
        • Matplotlib
        • Plotly
      • PyTorch
      • Documentation
        • Docstrings & Comments
        • pdoc
        • Sphinx
      • Testing
        • unittest
        • pytest
        • doctest
        • mypy
      • Serialization & Deserialization
        • MessagePack
      • Dask
      • JAX
      • Package Management
        • Package Management Fundametals
        • PyPi
        • Pip
        • Virtualenv
        • Pipenv
        • Poetry
        • Anaconda
    • R
      • Variables
      • Logical Operators
      • Lists and Vectors
      • data.frames
      • Reading and Writing Data
      • Control Flow
      • Writing Functions
      • R Base Functions
        • ncol
        • nrow
        • dim
        • str
        • head
        • tail
        • unique
        • mean
        • median
        • var
        • sd
        • abs
        • sum
        • min
        • max
        • length
        • table & prop.table
        • rep
        • seq
        • which
        • grep
        • sort
        • order
        • paste & paste0
        • cut
        • split
        • subset
        • merge
      • Apply Functions
      • Plotting
        • R graphics plotting
          • barplot
        • ggplot2
          • geom_point
      • Tidyverse
        • Piping
        • select
        • transmute
        • mutate
        • case_when
        • between
        • glimpse
        • filter
        • arrange
        • group_by
        • summarize
        • str_extract and str_extract_all
        • lubridate
        • strrep
        • nchar
      • data.table
      • SQL in R
      • Scraping
      • Shiny
    • SQL
      • SQL books
      • Terminology
      • Queries
      • Aliasing
      • Aggregate functions
      • Joins
  • Corporate Partners
    • stable
  • Data Engineering
    • stable
  • Data Science
    • stable
  • DEAF PODS
    • stable
  • National Data Mine Network
    • stable
  • Personal
    • stable
  • Professional Development
    • stable
  • Programming Languages
    • stable
  • Projects
    • stable
  • Registration
    • stable
  • TDM Internal Documentation
    • stable
  • Template Module
    • stable
  • The Data Mine Workshops
    • stable
  • The Examples Book
    • stable
  • Think Summer
    • stable
  • University Partners
    • stable
Programming Languages stable
  • Programming Languages
  • Python
  • Package Management
  • Virtualenv
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