Code Monkey home page Code Monkey logo

big-data-quality-cross-check's Introduction

Big-Data-Quality-Cross-Check

Improving Traffic Data Quality by Cross-Checking Loop-Based Data with Video Detection Data

1. Web-Scrape Data from GDOT Navigators GUI

This project involved interacting with a web-based GUI through a VPN. For extracting large amounts of data, navigating through pages with this interface is undesirably slow. To expedite this process, I found that accessing download pages by altering the url to be a sustainable alternative.

The URL was formatted in a manner similar to this:

f'http://constant_text{VDS_location_mapped_to_a_numerical_value}constant_text{start}constant_text{end}constant_text'

I found that this numerical mapping could be found on another page. So, my first step was to access this page and collect data on all VDS locations. This HTML feature multiple scrollable selection sections that needed to be interacted with a web driver.

An example of this page can be see below:

alt text

This process can be found in:

VDS_info_collect.py

URL, password, username and xpath information has been removed for security.

big-data-quality-cross-check's People

Contributors

clint-kristopher-morris avatar

Stargazers

 avatar

Watchers

 avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.