Publications by Kaylie Evans
Project04
Introduction Using a data set of labeled spam and ham (non-spam) e-mails, a predictive classifier tool is made that predicts if a new document is spam. This project explores document classification, aiming to boost productivity and organize information better. Load libraries library(utils) library(stringr) library(tidyverse) ## ── Attaching co...
2420 sym R (25350 sym/23 pcs)
Assignment08
Introduction The recommender system chosen here is the TikTok For You Page. The For You Page (FYP) is the landing page when a user opens the TikTok app that presents a customized stream of videos sourced from both creators users may not yet follow and videos from creators the user does follow. These selections are tailored by TikTok’s algorithm t...
3811 sym
Assignment07
Primary Example Code from Chapter 2 of Text Mining with R: Introduction The below code has been adapted from code in Text Mining with R: A Tidy Approach by Julia Silge and David Robinson, ch. 2. The comments come from this textbook, minimally altered to explain each of the code chunks below them. The structure of the code has a focus on various m...
1013 sym R (14947 sym/65 pcs) 6 img
Assignment06
Introduction The goal of this RMD is to take one of the New York Times APIs, construct an interface in R to read in the JSON data and transform it into an R DataFrame. The NYT API that was chosen is the Books API and the data to be taken out of that is the current best sellers list for graphic books and manga. Import Libraries library(tidyverse) ...
920 sym R (7930 sym/9 pcs)
Project03
Load Database Get normalized database from MySQL server and browse. azuredb = dbConnect(MySQL(), user=params$dbuser, password=params$dbpass, dbname=params$dbname, host=params$dbhost) jobs <- dbGetQuery(azuredb, "SELECT j.id as id, t.title as title, c.cname as company, o.val as onsite_remote, j.descr as `description`, j.salary as...
4502 sym Python (71260 sym/60 pcs) 7 img
Assignment05
Introduction On the books: I chose 3 books on one of my favorite subjects, Quantum Mechanics. Timeline by Michael Crichton was the first time I was exposed to physics of this kind and sparked my interest, leading me to college for Astro Physics (a cousin of quantum mechanics). Introduction to Quantum Mechanics by David J. Griffiths and Darrell F. ...
1204 sym R (554 sym/2 pcs)
Tidy03
Introduction Below is an analysis of global population metrics through time. We will explore data tidying, cleaning, and an analysis with a focus on calculated population density. The data was collected by the United States census and the UN’s corresponding data. The questions to answer are: how does world population change over time and how does...
2598 sym R (4477 sym/17 pcs) 7 img
Tidy02
Introduction Below is an analysis of milk consumption through time in the United States. We dive into the ebb and flow of milk preferences across time in the United States. We will explore data tidying, cleaning, and an analysis that discusses compelling narratives lurking within the creamy confines of dairy consumption trends with both historical ...
2675 sym R (4596 sym/10 pcs) 1 img
Project02Tidy01
Introduction Below is a comprehensive examination of global inflation rates spanning from 1980 to 2024 across 196 countries. We will explore data tidying, thorough cleaning, and a nuanced analysis, with particular emphasis on distinguishing between hyperinflation and non-hyperinflation periods. The data was collected by the World Bank [https://data...
4413 sym R (6519 sym/15 pcs) 5 img
Assignment04
Introduction This R Markdown takes data from a Blackboard assignment that includes an image of a table. This data is manually built as a data frame, put into a .csv file, and read back into the project. After this, the data needs to be tidied, as the table has each column as different observations, rather than aspects of a single observation. The t...
1614 sym R (4309 sym/11 pcs) 1 img