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Python

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Web Scraping

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  1. Beginner's guide to Web Scraping in Python (using BeautifulSoup)

Education

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  1. Ned Batchelder - Facts and Myths about Python names and values - PyCon 2015
  2. Visualize Python, Java, JavaScript, TypeScript, Ruby, C, and C++ code execution
  3. Data Analysis in Python

Pandas

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  1. pandas tuts
  2. Data-Analysis with Pandas
  3. Vincent Warmerdam - Visualising Data through Pandas
  4. A Complete Tutorial to Learn Data Science with Python from Scratch
  5. 12 Useful Pandas Techniques in Python for Data Manipulation
  6. Pandas Visualization

Pivot Tables

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  1. Pivot Table Explained

Dask

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  1. Dask Parallel and Distributed Computing | SciPy 2016 | Matthew Rocklin
  2. dask "Big Pandas"
  3. NYC Geopandas and Dask
  4. Distributed Pandas on a Cluster with Dask DataFrames

Writing Documentation

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  1. The Hitchhiker's Guide to Python
  2. Sphinx 1.6.4+ documentation
  3. MkDocs
  4. Gitbook

Dashboarding

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Bokeh

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  1. Bokeh Data Visualization
  2. Programmatic Bokeh Servers
  3. Streaming Stock Price Data with Bokeh
  4. Casey Clements: Bokeh Dashboard Capability Use Case Demo
  5. bokeh streaming
  6. Running a Bokeh Server — Bokeh 0.12.9 documentation
  7. 6 more

Kibana

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  1. Kibana: Explore, Visualize, Discover Data
  2. Tutorial to perform Data Exploration using Elastic Search & Kibana -Python

Looker

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  1. Looker as Business User
  2. Web Analytics
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