Data/BigData Projects
855 projects · Page 3 of 36
Survival Analysis Using Public Cancer Registry Data: Kaplan-Meier and Cox Models
Analyse public registry survival data with Kaplan-Meier curves, Cox models and assumption checks. You will learn survival methodology in depth.…
Time-to-Event Analysis for Device Failure in a Synthetic Device Registry
Model device failure times with competing risks on a synthetic registry dataset. You will learn competing-risk methods and cumulative incidence.…
Longitudinal Analysis of Blood Pressure Control with Mixed Models (Synthetic Panel)
Fit mixed-effects models to synthetic repeated BP measurements to study control trajectories. You will learn longitudinal modelling and missing-visit handling.…
Repeated Measures Analysis of HbA1c Trajectories (Synthetic Clinic Data)
Compare mixed models and GEE for synthetic HbA1c trajectories across treatment groups. You will learn repeated-measures method selection.…
Missing Data Study: Comparing Imputation Methods on a Public Clinical Dataset
Benchmark complete-case, single and multiple imputation on a public clinical dataset with induced missingness. You will learn missingness mechanisms and MI pooling.…
Data Quality Audit Pipeline for Clinical Research Data (Synthetic Data)
Build an audit pipeline flagging range, logic and date inconsistencies in synthetic trial data with query reports. You will learn edit-check design and data management.…
Electronic Data Capture Form Designer with Validation Rules for Field Studies
Build an EDC designer with field types, skip logic and range checks that exports analysis-ready datasets. You will learn EDC design and validation engineering.…
Data Dictionary and Validation Toolkit for Multi-Site Studies
Build a toolkit that generates codebooks, checks incoming site files against the dictionary and reports mismatches. You will learn metadata standards and harmonisation.…
Geospatial Analysis of Malaria Incidence Using Public District Data and QGIS
Map malaria incidence from public district data with choropleths, hotspots and seasonal small multiples. You will learn spatial analysis and map communication.…
Hotspot Mapping of Tuberculosis Notifications with Public Programme Data
Identify TB notification hotspots from published programme data using spatial clustering statistics. You will learn Getis-Ord style analysis and programme mapping.…
Health Facility Accessibility: Travel-Time Analysis with OpenStreetMap Data
Compute travel-time catchments to hospitals from open map data and relate them to population grids. You will learn accessibility modelling and equity analysis.…
Forecasting Monthly OPD Visits with Time-Series Methods
Forecast outpatient visits with seasonal time-series models and rolling-origin validation. You will learn forecast evaluation and capacity planning.…
Medicine Demand Forecasting for a District Store with Seasonal Models
Forecast medicine consumption from synthetic store data with seasonality and programme campaign effects. You will learn demand planning and stock-out analysis.…
Epidemic Curve Analysis Toolkit: Rt Estimation from Public Case Counts
Build a toolkit estimating time-varying reproduction numbers from public case series with smoothing choices explained. You will learn renewal-equation methods.…
Wastewater Surveillance Data Analysis for Pathogen Trends (Public Data)
Analyse public wastewater pathogen series against clinical case trends with lead-lag analysis. You will learn environmental surveillance analytics.…
Genomic Surveillance Summary Dashboard for Variant Proportions (Public Data)
Build a dashboard summarising variant proportions from public sequence summary data with growth-rate estimates. You will learn genomic surveillance reporting.…
Antibiotic Consumption Analysis Using WHO AWaRe Categories (Synthetic Data)
Analyse synthetic antibiotic consumption by AWaRe category and DDD per 1,000 patient-days. You will learn consumption metrics and stewardship reporting.…
Adverse Event Signal Detection in Open FDA FAERS Data
Detect reporting signals in open FAERS data using PRR/ROR with shrinkage and case-series caveats. You will learn spontaneous-report analytics.…
Drug Utilisation Study in a Synthetic Hospital Pharmacy Dataset
Conduct a drug utilisation study with ATC coding and DDD metrics on synthetic dispensing data. You will learn DUR methodology.…
Prescription Pattern Audit Against WHO Prescribing Indicators (Synthetic Data)
Audit synthetic prescriptions against WHO core prescribing indicators with prescriber-level feedback reports. You will learn prescribing quality metrics.…
Sleep and Academic Performance Analysis in a Public Student Dataset
Analyse a public student dataset linking sleep duration and quality to academic outcomes with careful causal language. You will learn observational analysis discipline.…
Physical Activity and Obesity Trends: WHO Public Data Country Comparison
Compare country trends in activity and obesity from WHO public data with annotated visual storytelling. You will learn health data communication.…
Global Burden of Disease Data Exploration Dashboard (Public Extracts)
Build an explorer over public GBD extracts comparing causes across age, sex and region. You will learn burden metrics (DALYs) and dashboard design.…
Health Equity Analysis: Urban-Rural Gaps in Public Health Indicators
Quantify urban-rural and wealth gaps in key indicators from public data using concentration indices. You will learn equity measurement methods.…