Publications by Rachel Saidi
Maryland Migration
Migration MD load the libraries and data library(tidyverse) library(highcharter) setwd("C:/Users/rsaidi/Dropbox/Rachel/MontColl/Datasets/migration") md <- read_csv("maryland_long.csv") Filter for to 15 highest migration states 2013 top15_13 <- md |> filter(year == 2013)|> arrange(desc(migration_amnt))|> head(15) |> pull(Destinati...
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Migration
Migration load the libraries library(tidyverse) Set the working directory and load the data setwd("C:/Users/rsaidi/Dropbox/Rachel/MontColl/Datasets/migration") m23 <- read_csv("State_to_State_Migration_Table_2023_T13.csv") |> mutate(year = 2023) m22 <- read_csv("State_to_State_Migration_Table_2022_T13.csv") |> mutate(year = 2022) m21 <...
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Exploration of Continuous Variables
Disease/Democracy, DS Labs and Highcharter Author Rachel Saidi Published March 30, 2023 Disease and Democracy This data attempts to illustrate a controversial theory suggesting that the emergence of democratic political systems has depended largely on nations having low rates of infectious disease, from the Global Infectious Diseases and Epid...
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Heatmaps, Treemaps, and Alluvials
Heatmaps Treemaps and Alluvials Part 1 Author Rachel Saidi Published 2025-02-19 Note: the code below will render your quarto document to multiple formats So many ways to visualize data Load the packages and the data from flowingdata.com website library(treemap) library(tidyverse) library(RColorBrewer) Heatmaps A heatmap is a literal wa...
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Heatmaps, Treemaps, Streamgraphs, and Alluvials 2025
Heatmaps Treemaps Streamgraphs and Alluvials Author Rachel Saidi Published 2025-02-19 Note: the code below will render your quarto document to multiple formats So many ways to visualize data Load the packages and the data from flowingdata.com website library(treemap) library(tidyverse) library(RColorBrewer) Heatmaps A heatmap is a literal...
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Airquality submission not in slide version
Airquality Assignment Author Replace with Your Name Airquality Tutorial and Homework Assignment Load in the library Load library tidyverse in order to access dplyr and ggplot2 library(tidyverse) The source for this dataset is the New York State Department of Conservation and the National Weather Service of 1973 for five months from May to Se...
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Airquality submission not in slide version
Airquality Assignment Author Replace with Your Name Airquality Tutorial and Homework Assignment Load in the library Load library tidyverse in order to access dplyr and ggplot2 library(tidyverse) The source for this dataset is the New York State Department of Conservation and the National Weather Service of 1973 for five months from May to Se...
4433 sym Python (2833 sym/23 pcs) 5 img
Airquality Homework Assignment
Airquality HW Author R Saidi Load in the library Load library tidyverse in order to access dplyr and ggplot2 library(tidyverse) ── Attaching core tidyverse packages ──────────────────────── tidyverse 2.0.0 ── ✔ dplyr 1.1.4 ✔ readr 2.1.5 ✔ forcats 1.0.0 ✔ strin...
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First Quarto
First Quarto Author R Saidi My first quarto This is plain text. library(tidyverse) ── Attaching core tidyverse packages ──────────────────────── tidyverse 2.0.0 ── ✔ dplyr 1.1.4 ✔ readr 2.1.5 ✔ forcats 1.0.0 ✔ stringr 1.5.1 ✔ ggplot2 3.5.1 ✔ tibbl...
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Japan Earthquake Tutorial
Japan Earthquakes Geo Tutorial Japan Earthquakes 2011 Geo mapping using Japan Earthquakes 2001-2018 dataset. Source: USGS Earthquake Catalog (https://earthquake.usgs.gov/earthquakes/search/). This tutorial is adapted from: https://towardsdatascience.com/how-to-make-stunning-geomaps-in-r-a-complete-guide-with-leaflet-be1b857f1644 This is a large ...
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