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Trust the smart-phone surveillance, biking is better

on December 11, 2018

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Smartphone data show biking is faster than driving in cities:

https://thumbor.forbes.com/thumbor/960x0/https%3A%2F%2Fblogs-images.forbes.com%2Fcarltonreid%2Ffiles%2F2018%2F11%2F40170243401_ba94d0857c_o-1200x801.jpg

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Strategic Affiliates Initiative KPIs (Key Performance Indicators), with SQL

Here is a set of KPI reports for a client's Strategic Affiliates Initiative, with SQL below (to demonstrate my skill level with SQL selects):

Judge and Stanton: MLB statcast - Python project jupyter notebook-- sample project from DataCamp case studies

Here is an intermediate level Python project I completed on the DataCamp website ( link to project site is here )(and link to presentation version of the project notebook can be found here ):

xkcd on sub-optimal data formats

The file format we all dread and can't avoid (from xkcd):

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