Publications by Jeremy Yee
DSLabs Datasets: Olives
DS Labs Datasets # install.packages("dslabs") # these are data science labs library("dslabs") data(package="dslabs") list.files(system.file("script", package = "dslabs")) ## [1] "make-admissions.R" ## [2] "make-brca.R" ## [3] "make-brexit_polls.R" ## [4] "make-death_prob.R" ...
1385 sym R (7559 sym/28 pcs) 2 img
Homework 7 Nations Charts
Loading Library library(tidyverse) ## -- Attaching packages --------------------------------------- tidyverse 1.3.1 -- ## v ggplot2 3.3.5 v purrr 0.3.4 ## v tibble 3.1.5 v dplyr 1.0.7 ## v tidyr 1.1.4 v stringr 1.4.0 ## v readr 2.0.2 v forcats 0.5.1 ## -- Conflicts ------------------------------------------ tidyverse_c...
170 sym R (2136 sym/19 pcs) 2 img 1 tbl
NYCFlights13
NYC Flights Homework Load the libraries and view the “flights” dataset library(tidyverse) ## -- Attaching packages --------------------------------------- tidyverse 1.3.1 -- ## v ggplot2 3.3.5 v purrr 0.3.4 ## v tibble 3.1.5 v dplyr 1.0.7 ## v tidyr 1.1.4 v stringr 1.4.0 ## v readr 2.0.2 v forcats 0.5.1 ## -- Conf...
2037 sym R (4056 sym/15 pcs) 1 img
Hate Crimes in NY from 2010-2016
Hate Crimes Dataset This dataset looks at all types of hate crimes in New York counties by the type of hate crime from 2010 to 2016. My caveat: Flawed hate crime data collection - we should know how the data was collected (Nathan Yau of Flowing Data, Dec 5, 2017) Data can provide you with important information, but when the collection process is ...
5219 sym R (16711 sym/43 pcs) 4 img
Data 110: Week 2 Homework Airquality
library(tidyverse) ## -- Attaching packages --------------------------------------- tidyverse 1.3.1 -- ## v ggplot2 3.3.5 v purrr 0.3.4 ## v tibble 3.1.4 v dplyr 1.0.7 ## v tidyr 1.1.3 v stringr 1.4.0 ## v readr 2.0.1 v forcats 0.5.1 ## -- Conflicts ------------------------------------------ tidyverse_conflicts() -- #...
82 sym R (2455 sym/15 pcs) 6 img
Week Two Homework: Air Quality
# install.packages("tidyverse") library(tidyverse) ## -- Attaching packages --------------------------------------- tidyverse 1.3.1 -- ## v ggplot2 3.3.5 v purrr 0.3.4 ## v tibble 3.1.4 v dplyr 1.0.7 ## v tidyr 1.1.3 v stringr 1.4.0 ## v readr 2.0.1 v forcats 0.5.1 ## -- Conflicts -------------------------------------...
95 sym R (4004 sym/28 pcs) 6 img
Heatmaps, Treemaps, Streamgraphs, and Alluvials
Treemaps Create a treemap which explores categories of views library(treemap) library(tidyverse) ## -- Attaching packages --------------------------------------- tidyverse 1.3.1 -- ## v ggplot2 3.3.5 v purrr 0.3.4 ## v tibble 3.1.5 v dplyr 1.0.7 ## v tidyr 1.1.4 v stringr 1.4.0 ## v readr 2.0.2 v forcats 0.5.1 ## -- ...
2867 sym R (23988 sym/52 pcs) 7 img
Project 1
Introduction For this project I am taking a look into popularity and audio features of tracks in the Spotify Top 200 Charts (2020-2021) from Kaggle to try to highlight the common patterns between popularity and the audio features of these songs Required Packages Packages required for this project. #Provides a visual exploratory tool on correlati...
5028 sym R (11383 sym/41 pcs) 5 img 1 tbl
DATA 205: Montgomery County Tuition Assistance
Exploratory Data Analysis of Tuition in Montgomery County Dataset Data Montgomery: https://data.montgomerycountymd.gov/Education/Tuition-Assistance/p7z5-tjrz This dataset includes a list of classes approved and paid through the County tuition assistance program. Update Frequency: Twice a Year Data Description The dataset consist of around 3,870...
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