Stardew Valley is an indie farming simulation game developed by ConcernedApe, where players inherit their grandfather’s old farm in the small town of Stardew Valley. In the game, you can grow crops, raise animals, mine, fish, engage with the townspeople, and of course, make lots of money! While the game encourages players to pursue their goals at their own pace, one of the most rewarding aspects is maximizing the amount of money made at the end of each day. Whether you are cultivating crops, raising livestock, or engaging in artisan production, there are multiple ways to make money in the game. Thus, this dashboard looks into the items in the game can make you money.
The data was acquired from web scraping the Stardew Valley Wiki, with the majority of the process described here For each category, multiple functions were created to scrape the necessary data using the rvest package in R. Variables scraped include: item name, sell price, and profession. Sell price was split into 4 different variables based on their quality (regular, silver, gold, and iridium quality). The variables category and subcategory were also included for each of the items. Depending on the category, additional variables were scraped, such as seed price for the crop category.
This dashboard was created and designed by Ziling Zhen.
However, the data collection and a more interactive version of this dashboard were developed collaboratively by Ziling Zhen and Rain Hartos. For an interactive experience, visit our Shiny app here!