Lab4

Lab Overview

For this question, we will explore a few datasets and conduct an exploratory data analysis.

library(tidyverse)

1. (2 points)

Explore the Capital Bike Share dataset and pose a research question. See data information here: https://www.kaggle.com/datasets/contactprad/bike-share-daily-data

bikes <- read_csv('https://raw.githubusercontent.com/stat408/Lab4/master/CapitalBikeshare.csv')

2. (2 points)

Explore the squirrel dataset and pose a research question. See data dictionary here: https://github.com/rfordatascience/tidytuesday/tree/master/data/2019/2019-10-29

nyc_squirrels <- read_csv("https://raw.githubusercontent.com/rfordatascience/tidytuesday/master/data/2019/2019-10-29/nyc_squirrels.csv")

3. (2 points)

Explore the bachelor dataset and pose a research question. See data information here: https://data.world/aerispaha/the-bachelor-contestants

bachelor <- read_csv('https://raw.githubusercontent.com/stat408/Lab4/master/historical_bachelor_contestants.csv')

4. (14 points)

Select one of the datasets and create at least one figure to address the research question posed for that dataset.