DataScience Blog

Modeling COVID‑19

Insights, tutorials, and research on epidemic modeling.

SEIR diagram

SEIR Model in Python

Step‑by‑step guide to implement a classic SEIR compartmental model, calibrate with real case data, and visualize outcomes.

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Mobility patterns

Estimating R₀ from Mobility Data

A research note on leveraging anonymized mobility datasets to infer effective reproduction numbers during lockdown phases.

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Simple graph

Why Simpler Models Still Matter

An opinion piece arguing for the value of parsimonious models in public health communication and policy making.

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NetLogo interface

Agent‑Based Modeling with NetLogo

Learn how to create an agent‑based simulation of COVID‑19 spread using NetLogo, complete with parameter sweeps.

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Phylogenetic tree

Phylogenetic Insights into Variants

Analysis of SARS‑CoV‑2 genomic data to track variant emergence and transmission dynamics.

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Forecast chart

Forecasting Cases with Prophet

Implement Facebook Prophet for short‑term COVID‑19 case forecasts, including data preprocessing and evaluation.

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