https://arcosdiaz.com/archive/ Recent content in Archives on Dario Arcos-Díaz, PhD Hugo -- 0.161.1 en Fri, 01 Jan 2021 00:00:00 +0000 https://arcosdiaz.com/archive/2021-01-01-covid19-germany-dashboard/ Fri, 01 Jan 2021 00:00:00 +0000 https://arcosdiaz.com/archive/2021-01-01-covid19-germany-dashboard/ Some time ago at the beginning of the COVID-19 pandemic, I decided to create a Twitter bot to automatically gather the latest data in Germany and share it to the Twittersphere. I also created and deployed a dashboard heroku app. https://arcosdiaz.com/archive/2018-04-01-fitbit_prophet/ Sun, 01 Apr 2018 00:00:00 +0000 https://arcosdiaz.com/archive/2018-04-01-fitbit_prophet/ This is a time-series analysis of activity and sleep data from a fitbit user throughout a year. I use this data to predict an additional year of the life of the user using Generalized Additive Models. https://arcosdiaz.com/archive/2017-02-06-medicare-drug-cost/ Mon, 06 Feb 2017 00:00:00 +0000 https://arcosdiaz.com/archive/2017-02-06-medicare-drug-cost/ Health care systems world-wide are under pressure due to the high costs associated with disease. In this post, I performed an analysis of Medicare data in the USA. Furthermore I used a drug-disease open database to cluster the costs by disease. I identified the most expensive diseases (mostly chronic diseases such as Diabetes) and the most expensive medicines. https://arcosdiaz.com/archive/2017-02-06-event-tracker/ Mon, 06 Feb 2017 00:00:00 +0000 https://arcosdiaz.com/archive/2017-02-06-event-tracker/ In this post, I will use Python to visualize two different series of events, plotting them on top of each other to gain insights from time series data. https://arcosdiaz.com/archive/2016-10-15-product-revenue-forecast/ Sat, 15 Oct 2016 00:00:00 +0000 https://arcosdiaz.com/archive/2016-10-15-product-revenue-forecast/ I take a look at how we can model the future revenue of a product by making certain assumptions and running a Monte Carlo simulation.