# Topic: Data Science

I am a data scientist by profession and personality. I love trying to answer a
question by finding the right data and pulling the answer out of it. I write
about the tools I use to do data science, the methods, and even some of my
results. You can find my articles on the subject below:

- [SWITRS: Pedestrian Safety on Halloween](/blog/switrs-pedestrian-incidents-on-halloween/)
- [SWITRS: On What Days Do Drivers Hit Pedestrians?](/blog/switrs-pedestrian-incidents-by-date/)
- [Comparing Zillow, Redfin, and Realtor.com Price Estimates in Time](/blog/online-realtor-estimate-timeseries-detailed/)
- [Comparing Zillow and Redfin Price Estimates in Time](/blog/online-realtor-estimate-timeseries/)
- [Comparing Pre- and Post-sale Estimates of the Price of a House](/blog/online-realtor-estimate-comparison/)
- [Data Science, Compensation, and Asking for Money](/blog/data-science-asking-for-more-money/)
- [SWITRS: Differences in Vehicle Collision Rates by Manufacturer During COVID-19](/blog/switrs-ford-vs-toyota-during-covid-19/)
- [SWITRS: Increase In Traffic Fatalities After COVID-19 Lock Down](/blog/switrs-covid-19-lockdown-fatal-traffic-collisions/)
- [The Data Science Spectrum: <br>From Analyst to Machine Learning](/blog/data-science-job-spectrum/)
- [The Data Science Split: <br>From Unicorns to Teams](/blog/the-data-science-split/)
- [Where to Host Public Datasets?](/blog/where-to-host-public-datasets/)
- [Jupyter Notebook Templates for Data Science: Plotting Time Series](/blog/data-science-timeseries-plotting-notebook-template/)
- [Jupyter Notebook Templates for Data Science: Plotting](/blog/data-science-plotting-notebook-template/)
- [Jupyter Notebook Templates for Data Science](/blog/data-science-notebook-templates/)
- [The Gender Pay Gap in Data Science Salaries](/blog/data-science-salaries-by-gender/)
- [Data Science Salaries](/blog/data-science-salaries/)
- [SWITRS: On What Days Do Cyclists Crash?](/blog/switrs-bicycle-crashes-by-date/)
- [SWITRS: Car Crashes After Daylight Saving Time Ends](/blog/switrs-daylight-saving-time-end-accidents/)
- [Fate Dice: Statistics Testing Is Hard](/blog/blue-fate-dice-retest/)
- [Fate Dice Intervals](/blog/fate-dice-intervals/)
- [Fate Dice Statistics](/blog/fate-dice-statistics/)
- [Visualizing Multiple Data Distributions](/blog/distribution-plots/)
- [SWITRS: Car Crashes After Daylight Saving Time](/blog/switrs-daylight-saving-time-accidents/)
- [SWITRS: On What Days Do Motorcycles Crash?](/blog/switrs-motorcycle-crashes-by-date/)
- [Software Testing for Data Science](/blog/software-testing-for-data-science/)
- [SWITRS: On What Days Do People Crash?](/blog/switrs-crashes-by-date/)
- [WhereTo.Photo: Using Data Science to Take Great Photos](/blog/whereto-photo/)
- [Further Double-checking FiveThirtyEight's 2016 Primary Predictions](/blog/re-double-checking-538/)
- [Double-checking FiveThirtyEight's 2016 Primary Predictions](/blog/double-checking-538/)