Publications by Lulua Shahmalak
Student Demographics Report of Fall 2023
This file is a report of Fall 2023 student demographics report of 2023. ## ── Attaching core tidyverse packages ──────────────────────── tidyverse 2.0.0 ── ## ✔ dplyr 1.1.3 ✔ readr 2.1.4 ## ✔ forcats 1.0.0 ✔ stringr 1.5.0 ## ✔ ggplot2 3.4.3 ✔ tibble 3.2...
3049 sym Python (2004 sym/13 pcs) 16 img
USG Student Demographics Report Fall 2023
This file is a report of Fall 2023 student demographics report of 2023. ## ── Attaching core tidyverse packages ──────────────────────── tidyverse 2.0.0 ── ## ✔ dplyr 1.1.3 ✔ readr 2.1.4 ## ✔ forcats 1.0.0 ✔ stringr 1.5.0 ## ✔ ggplot2 3.4.3 ✔ tibble 3.2...
3004 sym Python (3251 sym/13 pcs) 18 img
USG Student Demographics Report Fall 2023
This file is a report of Fall 2023 student demographics report of 2023. ## ── Attaching core tidyverse packages ──────────────────────── tidyverse 2.0.0 ── ## ✔ dplyr 1.1.3 ✔ readr 2.1.4 ## ✔ forcats 1.0.0 ✔ stringr 1.5.0 ## ✔ ggplot2 3.4.3 ✔ tibble 3.2...
2836 sym Python (2859 sym/5 pcs) 16 img
Descriptive Stats and Visualizations
# Chosen state: Texas # load packages library(tidyverse) ## ── Attaching core tidyverse packages ──────────────────────── tidyverse 2.0.0 ── ## ✔ dplyr 1.1.3 ✔ readr 2.1.4 ## ✔ forcats 1.0.0 ✔ stringr 1.5.0 ## ✔ ggplot2 3.4.3 ✔ tibble 3.2.1 ## ✔ lubr...
22 sym R (9309 sym/15 pcs) 4 img
Airquality Assignment
#Airquality Tutorial and Homework Assignment 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. library(tidyverse) ## ── Attaching packages ─────────────────────────────────────── tidyver...
2806 sym R (3720 sym/26 pcs) 5 img
Math217 - Homework chapter 3
library(tidyverse) ## ── Attaching packages ─────────────────────────────────────── tidyverse 1.3.2 ── ## ✔ ggplot2 3.3.6 ✔ purrr 0.3.4 ## ✔ tibble 3.1.8 ✔ dplyr 1.0.10 ## ✔ tidyr 1.2.0 ✔ stringr 1.4.1 ## ✔ readr 2.1.2 ...
353 sym R (2057 sym/54 pcs)
Math217- quiz chapter 2
library(tidyverse) ## ── Attaching packages ─────────────────────────────────────── tidyverse 1.3.2 ── ## ✔ ggplot2 3.3.6 ✔ purrr 0.3.4 ## ✔ tibble 3.1.8 ✔ dplyr 1.0.10 ## ✔ tidyr 1.2.0 ✔ stringr 1.4.1 ## ✔ readr 2.1.2 ...
1271 sym R (1506 sym/13 pcs) 3 img
Probability Lab
The Hot Hand Basketball players who make several baskets in succession are described as having a hot hand. Fans and players have long believed in the hot hand phenomenon, which refutes the assumption that each shot is independent of the next. However, a 1985 paper by Gilovich, Vallone, and Tversky collected evidence that contradicted this belief ...
22340 sym 2 img
Hate crimes tutorial_Data 110
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...
8937 sym R (21582 sym/44 pcs) 4 img
Quiz Chapter 3 - Math 217
library(DiagrammeR) bayes_probability_tree <- function(prior, true_positive, true_negative) { if (!all(c(prior, true_positive, true_negative) > 0) && !all(c(prior, true_positive, true_negative) < 1)) { stop("probabilities must be greater than 0 and less than 1.", call. = FALSE) } c_prior <- 1 - prior c_tp <- 1 - true_positi...
48 sym R (3405 sym/31 pcs) 2 img