Publications by jfor: Josh Forster
Data607: Project 2
Project 2: Tidy Data Load Libraries Loading files from Github Initial file prep (i.e. skipping extraneous lines) gdp_fp <- 'https://raw.githubusercontent.com/jforster19/DATA607/main/qtrly_gdp%2001.2020%20-%2006.2022.csv' gsa_fp <- 'https://raw.githubusercontent.com/jforster19/DATA607/main/FY2022_PerDiemMasterRatesFile.csv' zg_fp <- 'https://ra...
4951 sym Python (5625 sym/16 pcs) 6 img
Data 607: Assignment 7
Working with XML,HTML and JSON in R Load Libraries It was fairly easy to create the book formats using a text editor tool in each of the 3 structures requested which are typical of web data. It is interesting to see the default package behavior for loading nested data (authors) and a few different syntax formats within R Load XML input source i...
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Data607: Assignment 8
Utilizing APIS from NY Times Load Libraries knitr::opts_chunk$set(echo = TRUE) library(tidyverse) ## ── Attaching packages ─────────────────────────────────────── tidyverse 1.3.2 ── ## ✔ ggplot2 3.3.6 ✔ purrr 0.3.4 ## ✔ tibble 3.1.8 ✔ dplyr ...
352 sym R (3522 sym/9 pcs)
Data607: Tidyverse Create
Displaying Tidyverse Functionality The purpose of this vignette is to provide examples of different tidyverse functions to help with tidying and transforming data. Load Libaries knitr::opts_chunk$set(echo = TRUE) library(tidyverse) ## ── Attaching packages ────────────────────────────�...
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Data606: Final Project Proposal
Data Preparation # load data library(tidyverse) fp <- 'https://raw.githubusercontent.com/fivethirtyeight/data/master/college-majors/grad-students.csv' grad_input <- read_csv(fp) # select relevant columns for analysis grad_data <- grad_input |> select(Major,Major_category,Grad_share,Nongrad_total,Grad_unemployment_rate,Nongrad_unemployment_r...
1873 sym R (4752 sym/17 pcs) 9 img
Data 606: Lab 8 Linear Regression
The Human Freedom Index is a report that attempts to summarize the idea of “freedom” through a bunch of different variables for many countries around the globe. It serves as a rough objective measure for the relationships between the different types of freedom - whether it’s political, religious, economical or personal freedom - and other s...
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Tinder Content Recommendation Engine
Tinder Recommendation System Your task is to analyze an existing recommender system that you find interesting. You should: Perform a Scenario Design analysis as described below. Consider whether it makes sense for your selected recommender system to perform scenario design twice, once for the organization (e.g. Amazon.com) and once for the organ...
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Datat 607: Assignment Sentiment Analysis
Load Libraries library(tidyverse) ## ── Attaching packages ─────────────────────────────────────── tidyverse 1.3.2 ── ## ✔ ggplot2 3.3.6 ✔ purrr 0.3.4 ## ✔ tibble 3.1.8 ✔ dplyr 1.0.9 ## ✔ tidyr 1.2.0 ✔ stringr 1.4.1 ## ✔ readr ...
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Data607: Final Project Analysis
library(tidyverse) ## ── Attaching packages ─────────────────────────────────────── tidyverse 1.3.2 ── ## ✔ ggplot2 3.3.6 ✔ purrr 0.3.4 ## ✔ tibble 3.1.8 ✔ dplyr 1.0.9 ## ✔ tidyr 1.2.0 ✔ stringr 1.4.1 ## ✔ readr 2.1.2 ✔ f...
1252 sym R (6443 sym/29 pcs) 6 img