digital-behavior

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AmirhosseinHonardoust / Digital-Balance-Index-Dashboard

Composition-first analytics for daily screen time. Computes the Digital Balance Index (DBI) using normalized entropy, plus dominance, tiers, and a "high-load & skewed" flag. Exports scored rows, segment summaries, daily trends, and figures, and ships a Streamlit dashboard to explore patterns by age group, primary device, and internet type.

python data-science statistics dashboard entropy time-series reproducible-research exploratory-data-analysis plotly pandas data-analytics segmentation matplotlib feature-engineering portfolio-project screen-time streamlit behavioral-analytics composition-analysis digital-behavior

Updated Feb 6, 2026
Python

EngrEeshaKhan / Child-Mind-Institute-Problematic-Internet-Use

Star 2

The goal of this project is to develop a predictive model that analyzes children's physical activity and fitness data to identify early signs of problematic internet use. Identifying these patterns can help trigger interventions to encourage healthier digital habits.

health activity-monitoring mental-health multiclass-classification physical-activity sleep-analysis screen-time internet-addiction behavioral-health problematic-internet-use psychological-wellbeing tim-series-analysis cohen-kappa-score internet-usage-patterns digital-behavior actigraphy-data

Updated Jun 11, 2026
Python

tarekmasryo / predicting-wellbeing-risk

Sponsor

Star 2

Digital habits → wellbeing risk (binary): calibrated risk scoring + cost-aware thresholding with deployable artifacts (LogReg/RF/XGBoost).

kaggle calibration xgboost mental-health threshold-tuning digital-behavior wellbeing-risk

Updated May 2, 2026
Jupyter Notebook

NobleStripes / Pattern-Studio

Star 0

Psychiatry-informed research workspace for configurable analysis of human-AI interaction patterns.

artificial-intelligence behavior-analysis conversational-ai human-ai-interaction large-language-models generative-ai interaction-analysis ai-psychology ai-auditing digital-behavior parasocial-interaction ai-attachment

Updated Apr 19, 2026
TypeScript

ASMAABDULSAMATHE / Digital-Behavior-Prediction-ML

Star 0

The project aims to analyze survey data on screen usage,productivity and behavioural patterns to predict Attention Fragmentation, Digital Overuse and Intervention Readiness using machine learning model.