Publications by Keeno Glanville
DATA606 Project Proposal
Data Preparation # load data library(ggplot2) library(corrplot) library(manifestoR) library(readr) library(dplyr) url.test<-"https://raw.githubusercontent.com/kglan/MSDS/main/DATA606/DATA%20606%20Data%20Project%20Proposal/test.csv" testdata <- read_csv(url(url.test)) url.train <- "https://raw.githubusercontent.com/kglan/MSDS/main/DATA606...
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DATA 607 Project 3 : In-Demand skills for Data Science roles
The main goal of the project is to determine which skills are most valued by the employer for the field of data science. For us to identify relevant answers to this question, we decided to find out through the current posting and look for those skills that were most frequently requested and required by the employers. Since a data set with the...
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Working with Web APIs
Setup url and API key url <- 'https://api.nytimes.com/svc/books/v3/lists/current/hardcover-fiction.json' api <- 'GUz2FMGJsWSqNi5ZC8ZGDAUkqoscMzAI' bookurl <- paste(url,'?api-key=',api, sep = '') Change data from list to Dataframe booksrough <- fromJSON(bookurl, flatten = TRUE) books <- data.frame(booksrough$results$books) View(books) books...
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Tidy-text-mining - John F Kennedy’s Inaugural
Data I tried forking the repository to get the data however when I ran the codes they were very ahrd to run as the dependencies seem outdate4d so I essentially copied the main functions needed Reference for expenditure: John F Kennedy’s Inaugural Address : https://www.gutenberg.org/cache/epub/3/pg3-images.html Reference for repository: https...
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Coursera Recommendation System
Coursera Recommendation System Background: Coursera is an educational platoform that individuals utilize to gain knowledge on various topics of their choosing. It has become a strong tool in certification and many individuals utilizes its resources to gain career changing knowledge. The reason I chose this platform system is due to my person...
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Multiple linear regression
Grading the professor Many college courses conclude by giving students the opportunity to evaluate the course and the instructor anonymously. However, the use of these student evaluations as an indicator of course quality and teaching effectiveness is often criticized because these measures may reflect the influence of non-teaching related ch...
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Tidyverse EXTEND
library(tidyverse) #> Warning: package 'tidyverse' was built under R version 4.2.2 #> ── Attaching packages ─────────────────────────────────────── tidyverse 1.3.2 ── #> ✔ ggplot2 3.4.0 ✔ purrr 0.3.5 #> ✔ tibble 3.1.8 ✔ dplyr 1.0.10 ...
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Document Classification
It can be useful to be able to classify new “test” documents using already classified “training” documents. A common example is using a corpus of labeled spam and ham (non-spam) e-mails to predict whether or not a new document is spam. For this project, you can start with a spam/ham dataset, then predict the class of new documents (ei...
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