Author: Kathryn Hurchla for Data Design Dimension
Date: Dec 2022 - Jan 2023
This exercize in anticipating customer churn was inspired by the 2022 Holiday Community App-Building Challenge in the Plotly Dash Python forum.
Data: https://raw.githubusercontent.com/plotly/datasets/master/telco-customer-churn-by-IBM.csv (The customer churn data was provided by IBM to solve business problems and predict customer churn for a fictional telecommunication company.)
Data description: https://docs.google.com/document/d/1iazD22swSw6CJAVDwkVk-Ynh-r-4meWclfQ0jVMMubU/edit?usp=sharing
Create an app, and share it by replying to the Forum topic by midnight Saturday, January 14.
Share:
- app code
- a link to the deployed app if possible
Judging for winning apps according to the following categories:
- Ability to provide insight on the relationship between churn and customers’ characteristics
- App Design
- Data exploration and data analysis routines (e.g. numerical methods, machine learning, prediction, classification, optimization)
The open source community is generous. There's no shortage or resources I consult as I work out ideas and work through bugs and challenges. I'll be posting the most relevant ones to this project here or in a Medium post.
This work is completed under the limited liability company Data, Design & Daughters LLC doing business as Data Design Dimension by Kathryn Hurchla with all rights reserved.
