This project presents a fully interactive, open-source web dashboard that visualizes the complete COVID-19 epidemic timeline for Pakistan from January 2020 to March 2023 using official data from the Johns Hopkins University Center for Systems Science and Engineering (CSSE). Key Features Real-time interactive line charts built with Plotly (zoom, pan, hover tooltips) Switchable metrics: Total Cases, New Cases, Total Deaths, New Deaths Automatic daily difference calculation from cumulative totals Clean, responsive user interface powered by Streamlit One-click local execution and free public deployment Data SourcesJohns Hopkins CSSE Global Time Series (Confirmed Cases): https://github.com/CSSEGISandData/COVID-19/blob/master/csse_covid_19_data/csse_covid_19_time_series/time_series_covid19_confirmed_global.csv Johns Hopkins CSSE Global Time Series (Deaths): https://github.com/CSSEGISandData/COVID-19/blob/master/csse_covid_19_data/csse_covid_19_time_series/time_series_covid19_deaths_global.csv (Data collection ended March 2023 after WHO declared the end of the global public health emergency.) Live Applicationhttps://pakistan-covid-dashboard.streamlit.app Source Codehttps://github.com/muneebtalks/pakistan-covid-dashboard
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Muhammad Muneeb (2025) studied this question.
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