Price Prediction Dashboard
Authors: Joon Ho Im
Working with Shiny <1 year
Abstract: A dashboard to predict prices of potential new models of Specialized bicycles using XGBoost.
Full Description: This is a dashboard created using Shiny and FlexDashboard. Core packages used include the tidyverse suite for data manipulation, ggplot & plotly for visualization and parsnip & XGBoost for ML-based price prediction. The data was procured by me from Specialized.com using the rvest web-scraping library.
Keywords: Price Prediction, XGBoost, flexdashboard, Web Scraping, Machine Learning
Shiny app: https://joon.shinyapps.io/specialized_price_prediction
RStudio Cloud: https://rstudio.cloud/project/417034