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Python with pandas library

Python 3.7.1

Data visulization and analysis via Python with pandas library

https://www.learnpython.org/

download anaconda for windows mac Linux https://www.anaconda.com/download/#windows

https://www.techbeamers.com/python-tutorial-step-by-step/ with Python! Some of Python's notable features: Python is a clear and powerful object-oriented programming language, comparable to Perl, Ruby, Scheme, or Java. Uses an elegant syntax, making the programs you write easier to read. This makes Python ideal for prototype development and other ad-hoc programming tasks, without compromising maintainability. Comes with a large standard library that supports many common programming tasks such as connecting to web servers, searching text with regular expressions, reading and modifying files. Python's interactive mode makes it easy to test short snippets of code. Runs anywhere, including Mac OS X, Windows, Linux, and Unix, with unofficial builds also available for Android and iOS.

Useful links https://github.com/pandas-dev/pandas/blob/master/doc/cheatsheet/Pandas_Cheat_Sheet.pdf

pandas cookbook https://pandas.pydata.org/pandas-docs/stable/user_guide/cookbook.html https://nbviewer.jupyter.org/github/jvns/pandas-cookbook/blob/v0.1/cookbook/A%20quick%20tour%20of%20IPython%20Notebook.ipynb https://github.com/ipython-books/cookbook-2nd-code https://github.com/pandas-dev/pandas/blob/master/doc/cheatsheet/Pandas_Cheat_Sheet.pdf

for the data set visit:https://www.stats.govt.nz/large-datasets/csv-files-for-download/

for more data https://www.data.gov/

Tableau with py https://github.com/tableau/tabpy https://www.youtube.com/watch?v=hp_8cDTMaGc https://www.bisptrainings.com/Courses/Tableau-Data-Discovery

Image Optimization pip3 install pillow optimize-images

uses1: optimize-images ./

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Data analysis, Python with pandas library

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