Month: March 2020

Predicting Coronavirus Outbreak with Facebook Prophets – A Timeseries Forecast

The recent increase in Coronavirus (Covid 19)  outbreak is gathering several concerns. In this tutorial we will try to see if we can make some predictions and time series forecasting using the data available now. We will be using Facebook Prophet – an opensource package by Facebook for time series forecasting and prediction with pystan …

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Data Cleaning – A Practical Example with Coronavirus Dataset using Pandas and Schedule For Automatic Updates

In a previous tutorial we saw how to do an analysis of the coronavirus (covid19) outbreak using the dataset fetched from John Hopkins on Github.  In this section we will see how to automatically fetch the new updated data daily ,prepare and clean the dataset for further analysis. Since this is an ongoing study and …

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Data Analysis of Coronavirus Outbreak with Python and Geopandas

  The Coronavirus (COVID-19) outbreak is an ongoing outbreak which started in 2019 hence the number 19 in the COVID-19. It is caused by the Severe Acute Respiratory Syndrome(SARS) -CoV-2 virus. In this tutorial we will see how to use python to do some basic exploratory data analysis of the coronavirus outbreak. We will be …

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