Subreddit Analysis + Data Visualization to help people w/ Chronic Pain

Closed
Anooka Health
Toronto, Ontario, Canada
Founder and CEO
(2)
3
Project
Academic experience
120 hours of work total
Learner
Ontario, Canada
Advanced level

Project scope

Categories
Data visualization Data analysis Data modelling
Skills
data science personal health records medication therapy management natural language understanding natural language processing (nlp) data visualization consumer behaviour family medicine artificial intelligence
Details

At Anooka, We are building the world’s best AI personal health coach to help millions with chronic pain live a life with less pain. We are supported by family medicine physicians, NASDAQ, Arthritis Society and Biomedical Zone

Through this Data Science project we are looking to partner with budding data scientists, NLP/NLU enthusiasts to help us understand consumer behavior, sentiments and interests on social media when they discuss about their health issues.

In the short term - this helps us prepare better content and campaigns for better customer acquition

The longer term goal this project unlocks is to be able to monitor for medical products with suspect claims & performance of current medications, supplements and dietary recommendations.

Deliverables

Extracting Supplement, food, symptoms or side effects, disease, medication, therapy or medical product identification in posts, establishing links to each other - based on different subreddits centered around chronic pain conditions

sentiment analysis of the posts, pain perception as expressed in the posts (for this one of our health coaches can help in addition to an initial corpus that we have prepared) and display on the dashboard

The output:

In this dashboard - we want to have visualizations for emerging trends, frequently expressed sentiments or tone, linked to disease or a condition

Mentorship

You will work with our co-founder - an award winning computational linguist (who will be guiding you througout the project

1. Access to Reddit Subreddit data that we have compiled for chronic pain related conditions (50K+ data points)

2. Access to low code visualization builder (streamlit)

3. We will help you learn tools like SPaCY and get access to medical, drug, supplement or side-effects libraries (SIDER)

4. Data will be in a shared drive

About the company

Company
Toronto, Ontario, Canada
Hospital, health, wellness & medical

Personal Health Coach x. AI health assistant to help millions with chronic pain make lifestyle changes to live better lives.