Imagine if you could try out a python application without actually installing it. Imagine if you could also install a CLI application in an isolated environment that will not affect your entire system. This is where Pipx comes to the rescue. Pipx is a wonderful package that fixes this issue. It allows us to install …
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 …
Predicting Coronavirus Outbreak with Facebook Prophets – A Timeseries Forecast Read More »
Python has inbuilt standard libraries and other packages for navigating the file system. Among them include os, shutil and glob. In this tutorial we will be looking at Pathlib a nice library that utilizes an object oriented approach for working with the file system. The Pathlib package offers classes representing filesystem paths with semantics appropriate …
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 …
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 …
Data Analysis of Coronavirus Outbreak with Python and Geopandas Read More »