Data/BigData Projects
855 projects · Page 2 of 36
Dengue Seasonality Analysis Using Public Surveillance Summaries
Analyse published dengue surveillance summaries for seasonal patterns and outbreak thresholds. You will learn seasonal decomposition and alert threshold methods.…
Water Quality and Diarrhoeal Disease: District Ecological Study on Public Data
Link public water-quality indicators with diarrhoeal disease rates at district level in an ecological design. You will learn ecological fallacy awareness and spatial joins.…
Smoking and Lung Function: Analysis of a Public Spirometry Dataset
Model lung-function outcomes against smoking exposure in a public spirometry dataset with dose-response analysis. You will learn exposure modelling and confounder adjustment.…
Cardiovascular Risk Factor Clustering in NHANES: Multivariate Analysis
Apply clustering and latent-class methods to NHANES risk factors to identify cardiometabolic phenotypes. You will learn multivariate phenotyping and cluster validation.…
Sample Size and Power Calculator Web App for Clinical Studies
Build a calculator covering means, proportions, survival and cluster designs with worked examples. You will learn power theory and calculator validation.…
Interactive Biostatistics Learning Lab: p-Values, Intervals and Power
Build a simulation lab where students see sampling variation, confidence intervals and power by changing parameters. You will learn simulation-based teaching design.…
KAP Study Design and Analysis Kit: Diabetes Knowledge Among Patients
Design a knowledge-attitude-practice study with a validated-style questionnaire, pilot it on synthetic data and analyse domain scores. You will learn KAP methodology and scoring.…
Cross-Sectional Study Kit: Musculoskeletal Pain Among Desk Workers
Prepare a full cross-sectional protocol with sampling plan, questionnaire and analysis of a synthetic pilot dataset. You will learn prevalence study design and bias discussion.…
Case-Control Study Design Kit: Phone Use and Sleep Quality
Design a case-control study with matching plan, exposure definitions and analysis on synthetic data. You will learn odds ratios, matching and recall-bias handling.…
Cohort Study Simulation: Smoking Cessation Outcomes on Synthetic Follow-Up Data
Simulate a cessation cohort with loss to follow-up and analyse quit outcomes with survival methods. You will learn cohort analysis and censoring.…
Clinical Trial Randomisation and Blinding Toolkit
Build a toolkit generating block and stratified randomisation lists with sealed-envelope style allocation records. You will learn randomisation methods and allocation concealment.…
CONSORT-Compliant Trial Analysis Pipeline in R (Synthetic Trial Data)
Analyse a synthetic two-arm trial end-to-end: flow diagram, baseline table, ITT and per-protocol analyses. You will learn trial reporting standards.…
Diagnostic Test Evaluation: Sensitivity, Specificity and ROC (Public Data)
Evaluate a diagnostic test on public data with ROC curves, likelihood ratios and threshold trade-off tables. You will learn diagnostic accuracy methodology.…
Screening Programme Evaluation: Cervical Screening Coverage on Public Data
Evaluate screening coverage and follow-up completion from published programme data with equity breakdowns. You will learn screening evaluation frameworks.…
Vaccine Coverage and Dropout Analysis Using Public HMIS Summaries
Analyse published HMIS immunisation summaries for coverage, dropout and left-out children patterns. You will learn programme indicator analysis.…
Nutritional Status of Under-Five Children: Analysis of Public Survey Data
Compute stunting, wasting and underweight indicators from public survey data with wealth and region breakdowns. You will learn anthropometric indicator methods.…
Adolescent Mental Health Analysis of Public GSHS Data
Analyse public Global School-based Student Health Survey data on adolescent mental-health indicators. You will learn youth survey analytics and sensitive reporting.…
Occupational Health Study: Noise Exposure and Hearing Loss (Synthetic Data)
Analyse synthetic factory audiometry and noise data for exposure-response patterns. You will learn occupational epidemiology methods.…
Hospital Length-of-Stay Analysis with Regression Modelling (Synthea Data)
Model length of stay from synthetic EHR admissions, comparing count and survival approaches. You will learn LOS modelling and case-mix adjustment.…
Emergency Department Wait-Time and Bottleneck Analysis (Synthetic Timestamps)
Analyse synthetic ED timestamps to locate bottlenecks across triage, consultation and investigations. You will learn process mining basics and queue metrics.…
Patient Satisfaction Survey Analysis with Factor Analysis (Synthetic Responses)
Analyse synthetic satisfaction responses with reliability checks and factor analysis to find service dimensions. You will learn psychometrics for satisfaction tools.…
Cost-of-Illness Analysis for Diabetes Care from Public Expenditure Data
Estimate direct and indirect diabetes care costs using public expenditure and utilisation data. You will learn cost-of-illness methods and sensitivity analysis.…
Health Insurance Claim Pattern Analysis (Synthetic Claims Dataset)
Analyse synthetic insurance claims for denial reasons, turnaround times and high-cost claim patterns. You will learn claims analytics and anomaly spotting.…
Pharmacoeconomic Evaluation: Cost-Effectiveness of Two Treatment Strategies
Build a decision-analytic cost-effectiveness model from published parameters with probabilistic sensitivity analysis. You will learn ICER methods and model validation.…