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Designing Python Web Applications
Following my Capstone, I wanted to see if I could host my song lyric generator as a web application. There are tons of tutorials out there; unfortunately, few of them…
Keep readingCapstone Project: Lyric Generation
This May, I concluded my M.S. in Data Science Program and my Capstone project on song lyric generation. While I doubt any of them are going to be hits (most…
Keep readingWebscraping Concert Data
As a side project over my winter break from school, I decided to write a script that would take the legwork out of a chore I do every week: figuring…
Keep readingSpotify Time Series Analysis Pt. 2
This is a continuation from my previous post, Spotify Time Series Analysis Pt. 1. While not required reading, it might provide some context for what I’m discussing here! A Deep…
Keep readingSpotify Time Series Analysis Pt. I
Since April of 2016, I’ve made (almost) monthly playlists on Spotify consisting of the songs I enjoyed listening to that month. I created them as the month went on, meaning…
Keep readingSpotify Daily Mix Analysis
I recently got back into analyzing my Spotify data and wanted to compare my listening habits to the general population’s. Additionally, while I could probably have a greater diversity in…
Keep readingRide Sharing Algorithm Exercise
Awhile back for an old job interview, I was asked to devise a ride sharing algorithm to pool rides. to do this, I was given a large data set (100,000+…
Keep readingAdventures in Spotipy Part II
The other day, I was thinking to myself that alternative music from the 2010s was sadder, maybe even angstier (if that’s a word), than its 2000s counterpart. Not only that,…
Keep readingAdventures in Spotipy
Isn’t it a bummer that Spotify’s Wrapped only comes once a year? Well, turns out they offer something that is nearly as good; Spotify Web API Endpoints. You can get…
Keep readingGoing Though “Introduction to visualising spatial data in R,” Section II
I’ve recently found some data on AWDT (average weekday daily traffic) for the Seattle area that’s quite detailed. Seattle has a great source of data that you can find via…
Keep readingUsing Docker for R: MacOS
Over winter break, I’ve made it a goal of mine to buckle down and teach myself GIS in R. Unfortunately, the package rgdal is a bit difficult to install on…
Keep readingAre Gas Prices and HEV Sales Actually Related?
This is a paper I wrote for my Energy Economics class this past semester, where I (attempted) to look into whether or not there exists a link between Hybrid Vehicle…
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Ange Olson 