Publications by Marilyn Macy
Data 110 Homework Assignment 1
Just for grins, I went to the website of my former employer to see what kind of visualizations they had, and there were two that I found interesting. I like these visualizations because they’re simple and straight forward, they use two or three variables and they tell compelling stories across a time frame. Fannie Mae National Housing Survey T...
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Data 110 Homework Assignment 2
Load in the Dataset. Because airquality is a pre-built dataset, we can write it to our data directory to store it for later use. # install.packages("tidyverse") library(tidyverse) ## -- Attaching packages --------------------------------------- tidyverse 1.3.0 -- ## v ggplot2 3.3.3 v purrr 0.3.4 ## v tibble 3.0.5 v dplyr 1.0.3 ## ...
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Data 110 Unit 5 - NYCFlights13
NYC Flights heatmap pacman:: p_load(nycflights13) # load required libraries pacman:: p_load(RColorBrewer) pacman:: p_load(tidyverse) pacman:: p_load(alluvial) flights_nona <- na.omit (flights) %>% # remove observations with NA values mutate(inflight_delay = arr_delay - dep_delay) # create in-flight delay column head(flights_no...
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Data 110 - Unit 5 Treemaps, Heatmaps, and Streamgraphs
Treemaps library(treemap) library(tidyverse) ## -- Attaching packages --------------------------------------- tidyverse 1.3.0 -- ## v ggplot2 3.3.3 v purrr 0.3.4 ## v tibble 3.1.0 v dplyr 1.0.4 ## v tidyr 1.1.2 v stringr 1.4.0 ## v readr 1.4.0 v forcats 0.5.1 ## -- Conflicts ------------------------------------------ ...
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Data 110 Hate Crime Tutorial Homework
library(tidyverse) ## -- Attaching packages --------------------------------------- tidyverse 1.3.0 -- ## v ggplot2 3.3.3 v purrr 0.3.4 ## v tibble 3.0.5 v dplyr 1.0.3 ## v tidyr 1.1.2 v stringr 1.4.0 ## v readr 1.4.0 v forcats 0.5.1 ## -- Conflicts ------------------------------------------ tidyverse_conflicts() -- #...
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Data 101: MPG-Macy
library (tidyverse) ## ── Attaching packages ─────────────────────────────────────── tidyverse 1.3.0 ── ## ✓ ggplot2 3.3.3 ✓ purrr 0.3.4 ## ✓ tibble 3.0.6 ✓ dplyr 1.0.4 ## ✓ tidyr 1.1.2 ✓ stringr 1.4.0 ## ✓ readr 1.4.0 ✓ ...
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Data 101 - Hotel bookings - data wrangling - Macy
Data 101: Hotel bookings - data wrangling - Macy Marilyn Macy library(tidyverse) library(skimr) library(readr) # From TidyTuesday: https://github.com/rfordatascience/tidytuesday/blob/master/data/2020/2020-02-11/readme.md hotels <- read_csv("https://raw.githubusercontent.com/rfordatascience/tidytuesday/master/data/2020/2020-02-11/hotels.csv") Ex...
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Data 110 - Unit 10 GIS
Create Maps in R Setup and get New Hampshire and USGEO data # set file names and FIPS codes for NH and SC nhdatafile <- "NHD2016.xlsx" nhdatafilecsv <- "NHD2016.csv" usshapefile <- "cb_2014_us_county_5m/cb_2014_us_county_5m.shp" nhfipscode <- "33" scdatafile <- "SCGOP2016.csv" scfipscode <- "45" pacman::p_load(tidyverse, tmap, tmaptools,...
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Data 110 Unit 8 Homework
pacman::p_load(dslabs, tidyverse, highcharter, RColorBrewer) Vaccine introduction for contagious diseases in the U.S. I was intrigued by the Measles heatmap, with the line showing the introduction of the vaccine. And I wanted to show that same effect of discrete events for each of the diseases in the us_contagious_diseases data. data("us_contagi...
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Data 110 - Unit 7 Nations dataset graphs
pacman::p_load(ggplot2, dplyr, plotly, readr) #load packages nations <- read_csv("C:/Users/Owner/Desktop/My Documents/School/DataFiles/nations.csv") # read nations dataset ## ## -- Column specification -------------------------------------------------------- ## cols( ## iso2c = col_character(), ## iso3c = c...
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