Projects / Local Chapter Project

Correlations Between Multiple Databases, County Average Income And Employed Bus Riders in Winston-Salem, NC (Phase II)

Start Date: September 29, 2022 | 4 years ago


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Challenge Background

Forsyth Tech is a county with extreme economic inequality, while the western side of the town is rather wealthy, the eastern side of town is plagued with poverty, low-income housing, a lack of economic opportunity. The center of Economic Mobility has been collecting data for many years on Forsyth County, NC. We will attempt to gain access to these data sets to gain some insights into causal relationships between data sets.

The Problem

Using multiple data-sets, the project will attempt to make a data-correlations between the boom and bust cycles in the Piedmont Triad and employed and unemployed Bus riders in Winston-Salem, NC. We will see multiple points of time series data and will attempt to cross inference multiple data-sets to determine cause and effect factors or find a model that can find a guiding equation between both data-sets.

Goal of the Project

1. Attempt to make a prediction about the future of public transportation ridership in the county. 2. Publish a medium length paper about ridership, employment, and average income R coefficients.

Project Timeline

1

Data Collection (pre-week 1 even)

2

Data Pre-Processing

Data Pre-Processing

3

Data Pre-Processing

Exploratory Data Analysis

Modeling

4

Modelling (cont)

Modelling(Visualization)

What you'll learn

1. Modeling 2. Model Deployment into possible API 3. Visualisation and Publication

First Omdena Local Chapter Project?

Beginner-friendly, but also welcomes experts

Education-focused

Duration: 4 to 8 weeks

Open-source



Your Benefits

Address a significant real-world problem with your skills

Build your project portfolio

Access paid projects (as an Omdena Top Talent)

Get hired at top organizations



Requirements

Good English

Suitable for AI/ Data Science beginners but also more senior collaborators

Learning mindset



Application Form

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