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 Specialized.com using the rvest web-scraping library.


Category: Technology
Keywords: Price Prediction, XGBoost, flexdashboard, Web Scraping, Machine Learning
Shiny app: https://joon.shinyapps.io/specialized_price_prediction
Repo: https://github.com/joon-im/specialized_price_prediction
RStudio Cloud: https://rstudio.cloud/project/417034

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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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