Investigate data sources to use

project-engage / engage

SIG: Data Science Project Name: Engage Project Description: forecast COVID19 impact overtime given new data by city primarily US cites Project Objective: Primary: Provide a data science tool to predict how the COVID-19 will continue to infect or how it may die down overtime using weather related inputs by location Secondary: Open source project to train junior data scientists in using tools such as: Spark (pyspark) for large data handling Apache Airflow for orchestration Python Visualization using Python visualization module Help define a data science pipeline for Headstorm

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Investigate data sources to use #2

Open project-engage opened 4 years ago

project-engage commented 4 years ago

Look into public data set to get COVID 19 by day and location look into public dataset to get relevant weather related features

pleelapr commented 4 years ago

The data source for weather, population, and covid-19 have been identified.

Weather: use google bigQuery "bigquery-public-data.noaa_gsod"
Covid-19: https://usafacts.org/visualizations/coronavirus-covid-19-spread-map/
Population: https://www.census.gov/data/datasets/time-series/demo/popest/2010s-state-total.html#par_textimage_1873399417