Tag Archives: covid-19

Detecting the onset of covid-19 early using heartrate measurements collected from wearable devices

Through this blog post I shall be creating a solution architecture for the following Collecting wearable devices data from multiple users. For example heartrate from Fitbit and Apple HealthKit devices. Ingesting this data into an influxdb database running inside a docker container Running a pyspark job on aws EMR cluster to calculate heart rate variability,Continue reading “Detecting the onset of covid-19 early using heartrate measurements collected from wearable devices”

Data Analysis of COVID-19 outbreak using matplotlib and fbprophet

The purpose of this blog post is to perform a data analysis of the COVID-19 outbreak, arrive at some charts and perform some forecasting for the near future. Install Python and Jupyter Notebook to Windows 10 (64 bit) Download Python 3.7.4 or latest from “https://www.python.org/downloads/release/python-374/” url Choose and select “x86–64 executable installer” for Windows 10–64 bit computerContinue reading “Data Analysis of COVID-19 outbreak using matplotlib and fbprophet”