Publications by NFP
Scorecard
#The College Scorecard# The College Scorecard is a data set collected and provided by the us department of education. Each row is a post secondary institution and each column describes something about the institution. #Summary Statistics# Here is a collection of summary Statistics I find interesting about this data. scorecard %>% summaris...
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Spotifyr API Tutorial for Beginners
#Spotify API Tutorial# This is brief tutorial for how to set up the spotify API and run some basic analysis within it. I chose to use this API because I wanted to gain access to some information on different songs. In particular, I will be doing a brief analysis on Taylor Swift to demonstrate the various unique features spotify uses to genera...
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Spotifyr API Tutorial
Rational and Use Case This is brief tutorial for how to set up the spotify API and run some basic analysis within it. I chose to use this API because I wanted to gain access to some information on different songs. In particular, I will be doing a brief analysis on Taylor Swift to demonstrate the various unique features spotify uses to generat...
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Cincinnati Brewery Analysis
library(tidyverse) library(tidytext) library(gutenbergr) library(ggwordcloud) library(textdata) ##Load in the Brewery ratings File## brews<-read_csv("https://asayanalytics.com/brews-csv") ##Remove all of the Stop Words## This removes all of the words that you would not want to see in a sentiment analysis. Think of full words that do not hav...
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Chick-Fil-A VS McDonald's
WARNING- this site includes words that may not be appropriate for younger R coders. This Site will be a brief sentiment Analysis of Chick-fil-a and McDonald’s Based on Tweets Pulled from Twitter on November 15th , 2022. NRC Lexicon Analysis Generally, do people on twitter like Chick-Fil-A more than McDonalds? To determine this, I will pul...
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Xavier University Sentiment Analysis
Introduction I decided I wanted to run a sentiment analysis on my soon to be alma mater Xavier University to determine whether the sentiment was good, bad, or meh. This analysis will show how the University is doing from the perspective of its former and current students. I will be using data which I scrapped from a website called Niche.com. ...
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College Scorecard and Niche.com Review Data Analysis
Introduction Summary Statistics Analysis of Colleges Sentiment Analysis Introduction For my final project in my intro to analytics programming course I decided I wanted to run an analysis on the college scorecard data set provided by the U.S. Department of Education. They have a great API that which can be used to obtain a JSON file to wor...
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