https://github.com/douglasdrake/douglasdrake.github.io
Bio
https://github.com/douglasdrake/douglasdrake.github.io
bio data-visualizations
Last synced: 18 days ago
JSON representation
Bio
- Host: GitHub
- URL: https://github.com/douglasdrake/douglasdrake.github.io
- Owner: douglasdrake
- Created: 2019-05-01T23:59:34.000Z (about 7 years ago)
- Default Branch: master
- Last Pushed: 2025-08-04T20:21:25.000Z (12 months ago)
- Last Synced: 2025-08-04T21:34:44.190Z (12 months ago)
- Topics: bio, data-visualizations
- Language: HTML
- Homepage: https://douglasdrake.github.io
- Size: 11.7 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# Doulas Drake Bio
# Introduction
# Projects
1. Heroku Apps
* [GHCN Weather Stations](https://ghcn-mapping-stations-39b8729885c5.herokuapp.com/) Query a database of weather stations in the GHCN archive based on location.
The [github repo](https://github.com/douglasdrake/GHCN-stations) for this project.
* [Biodiversity Dashboard](https://bb-diversity-app-4e1679014ed8.herokuapp.com/) Visualization of bacterial biodiversity of belly buttons. The [github repo](https://github.com/douglasdrake/myheroku) for this project.
2. Data Visualizations
* [Inventory dashboard](https://douglasdrake.github.io/inventory-dashboard/). An HTML dashboard
of station data available in the GHCN Archive.
The [github repo](https://github.com/douglasdrake/inventory-dashboard) for the dashboard
include Jupyter notebooks that download the data, clean and merge data frames, and produce the plots.
* [Latitude](https://douglasdrake.github.io/weather/). An HTML dashboard of meteorological data.
The [github repo](https://github.com/douglasdrake/weather) for the dashboard and
the [github repo](https://github.com/douglasdrake/WeatherData).
for the methods used to collect the data.
* [Geological Data](https://douglasdrake.github.io/geojson/).
A Leaflet map of earthquake activity. The [github repo](https://github.com/douglasdrake/geojson) for this data.
3. ETL
* [Web scraping and ETL](https://dkloepper.github.io/ncs1ml/index.html) As part of a group project, [my role](https://github.com/Justinmatt21/NCS-1MLProject/blob/master/dougstuff/Data%20Preparation.pptx) involved webscraping data, data cleaning, and fitting a predictive model
with the results. The [github repo](https://github.com/Justinmatt21/NCS-1MLProject/tree/master/dougstuff).
# Skills
1. Programming Languages
* Python, R, VBA, JavaScript, C, Lisp
2. Tools for Visualization
* matplotlib, seaborn, R base graphics, lattice, ggplot2, Plot.ly, D3, Leaflet.
3. Database
* SQL, DuckDB, PostgreSQL, MongoDB
4. Tools for Data Analysis
* [R](https://www.r-project.org/), [Pandas](https://pandas.pydata.org/),
[SciPy](https://www.scipy.org/), [StatsModels](http://www.statsmodels.org/stable/index.html)
5. Tools for Machine Learning and Predictive Model Building
* [scikit-learn](https://scikit-learn.org/stable/), [Keras](https://keras.io/), [caret](http://topepo.github.io/caret/index.html)
6. Web design
* HTML, CSS, JavaScript
# Education
I completed the Data Visualization and Analytics Boot Camp at the University of Minnesota.
I have a MS in Statistics from the University of Minnesota and a BS in Mathematics from the Univerity of Nebraska-Lincon.