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Local Chapter project

Identifying Health Facilities in Ghana Using AI

Data VisualizationData AnalysisWeb application
Start date
July 3, 2023
Finish date
August 1, 2023
Project status
completed
Identifying Health Facilities in Ghana Using AI

Challenge background

Beyond the familiar hospitals within our local communities, we often face challenges when seeking medical facilities in unfamiliar parts of Ghana. The cruciality of this issue is amplified in emergency situations, where lack of immediate information could pose serious life-threatening risks. Our reliance on local knowledge to find such facilities is not always a viable or efficient solution. Consequently, the development of a web application that enables users to easily locate hospitals, regardless of their geographical familiarity, becomes an invaluable tool. It's this pressing need that fuels the motivation for this project.

The problem

Navigating life-threatening health emergencies in unfamiliar communities can be daunting due to the difficulty in accessing local hospital information. Overcoming this challenge would enable anyone visiting a new community to effortlessly access details of nearby hospitals, regardless of their location.

Goal of the project

  • Create a data visualization for hospitals in Ghana
  • Create a Dash app for those data visualizations
  • Make these web apps accessible to anyone

Project timeline

  1. 1

    Week 1

    Data acquisition and cleaning

  2. 2

    Week 2

    Data Analysis and Visualization

  3. 3

    Week 3

    Developing Dash Web App

  4. 4

    Week 4

    Integrating Data Visualizations into Dash Web app and Implementation.

What you'll learn

Data Cleaning, Analysis, and Visualization and Dash Web App development

Get involved

What to expect from a Local Chapter project

First project

  • Welcomes beginners and experienced practitioners.
  • Focuses on education and collaborative delivery.
  • Produces open-source project work.

Benefits

  • Address a significant real-world problem with your skills.
  • Build your project portfolio.
  • Demonstrate your work to organizations and project partners.

Requirements

  • Working English communication.
  • A learning mindset.
  • Commitment to collaborative project work.