Exploring Thai Food with Data. An end-to-end exploratory data project

 By Medium - 2021-03-20

Description

An end-to-end Data Project with Web Scraping, Data Visualization and Text Mining with R and Python

Summary

  • An end-to-end exploratory data project using R and Python Overview People need to know they have other choices aside from Pad Thai.
  • Before using Beautiful Soup, we want to understand the structure of the page (and tables) we want to scrape under inspect element on the browser (note: These words represent a collection of ingredient, mode of cooking and description that are generally combined.
  • Summary We have completed an exploratory data project where we scraped, clean, manipulated and visualized data using a combination of Python and R. We also used the tidytext package for basic text mining task to see if we could gain some insights into Thai cuisine using words from dish names scraped off Wikipedia.

 

Topics

  1. Backend (0.32)
  2. Database (0.21)
  3. NLP (0.14)

Similar Articles

7 Ways Your Data Is Telling You It’s a Graph

By Neo4j Graph Database Platform - 2015-12-23

Watch (or read) Senior Project Manager Karen Lopez’s GraphConnect presentation on the signs that your data is actually a graph and needs a graph database.

Creating beautiful maps with Python

By Medium - 2021-01-31

I always liked city maps and a few weeks ago I decided to build my own artistic versions of it. After googling a little bit I discovered this incredible tutorial written by Frank Ceballos. It is a…

Data Science Learning Roadmap for 2021

By freeCodeCamp.org - 2021-01-12

Although nothing really changes but the date, a new year fills everyone with the hope of starting things afresh. If you add in a bit of planning, some well-envisioned goals, and a learning roadmap, yo ...