Price Prediction Dashboard - 2020 Shiny Contest Submission

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 using the rvest web-scraping library.

Category: Technology
Keywords: Price Prediction, XGBoost, flexdashboard, Web Scraping, Machine Learning
Shiny app:
RStudio Cloud:


Full image:


For more information on how this data was scraped, check out this article I wrote for the Business Science blog.

just need a bit of color,for the beauty :wink:

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