Data Cleaning on Ahmed Azeezhttps://mscazmy.github.io/tags/data-cleaning/Recent content in Data Cleaning on Ahmed AzeezHugoen-usWed, 16 Nov 2016 00:00:00 +0000Dog Ownership in Seattlehttps://mscazmy.github.io/2016/11/16/dogseattle/Wed, 16 Nov 2016 00:00:00 +0000https://mscazmy.github.io/2016/11/16/dogseattle/Introduction Cleaning Data Data Visualizations Conclusions Introduction This report investigates licensed dog ownership in Seattle, WA (USA). I’m curious about a few things here: People estimate that there are 160,000 dogs in Seattle. Where are they? Seattle is a relatively densely-populated area. Are small, apartment-friendly dogs preferred? Using this information, what recommendations could be made to aspiring dog sitters and walkers in Seattle? I will annotate each step of data analysis as I go.