Price Prediction Dashboard

Joon · February 12, 2020, 5:53pm

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: GitHub - joon-im/specialized_price_prediction
RStudio Cloud: Posit Cloud

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Joon · February 14, 2020, 5:44pm

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

j.venegas · March 16, 2020, 4:40pm

just need a bit of color,for the beauty

EconomiCurtis · May 2, 2020, 1:00am

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