{ "nbformat": 4, "nbformat_minor": 0, "metadata": { "colab": { "name": "COVID-19.ipynb", "provenance": [], "collapsed_sections": [], "toc_visible": true }, "kernelspec": { "name": "python3", "display_name": "Python 3" } }, "cells": [ { "cell_type": "markdown", "metadata": { "id": "RVL7kEoBKg4L", "colab_type": "text" }, "source": [ "##This Colab is supporting material for the teaching project on 'Simple COVID-19 Preditions' by Dr. Pablo Rivas\n", "\n", "Github repo: [https://github.com/pablorp80/covid-19](https://github.com/pablorp80/covid-19)\n", "\n", "Website: [https://www.rivas.ai/covid-19](https://www.rivas.ai/covid-19)\n", "\n", "
\n", " | 1/22/20 | \n", "1/23/20 | \n", "1/24/20 | \n", "1/25/20 | \n", "1/26/20 | \n", "1/27/20 | \n", "1/28/20 | \n", "1/29/20 | \n", "1/30/20 | \n", "1/31/20 | \n", "... | \n", "4/11/20 | \n", "4/12/20 | \n", "4/13/20 | \n", "4/14/20 | \n", "4/15/20 | \n", "4/16/20 | \n", "4/17/20 | \n", "4/18/20 | \n", "4/19/20 | \n", "4/20/20 | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Country/Region | \n", "\n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " |
Afghanistan | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "... | \n", "555 | \n", "607 | \n", "665 | \n", "714 | \n", "784 | \n", "840 | \n", "906 | \n", "933 | \n", "996 | \n", "1026 | \n", "
Albania | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "... | \n", "433 | \n", "446 | \n", "467 | \n", "475 | \n", "494 | \n", "518 | \n", "539 | \n", "548 | \n", "562 | \n", "584 | \n", "
Algeria | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "... | \n", "1825 | \n", "1914 | \n", "1983 | \n", "2070 | \n", "2160 | \n", "2268 | \n", "2418 | \n", "2534 | \n", "2629 | \n", "2718 | \n", "
Andorra | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "... | \n", "601 | \n", "638 | \n", "646 | \n", "659 | \n", "673 | \n", "673 | \n", "696 | \n", "704 | \n", "713 | \n", "717 | \n", "
Angola | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "... | \n", "19 | \n", "19 | \n", "19 | \n", "19 | \n", "19 | \n", "19 | \n", "19 | \n", "24 | \n", "24 | \n", "24 | \n", "
... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "
West Bank and Gaza | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "... | \n", "268 | \n", "290 | \n", "308 | \n", "308 | \n", "374 | \n", "374 | \n", "402 | \n", "418 | \n", "437 | \n", "449 | \n", "
Western Sahara | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "... | \n", "4 | \n", "6 | \n", "6 | \n", "6 | \n", "6 | \n", "6 | \n", "6 | \n", "6 | \n", "6 | \n", "6 | \n", "
Yemen | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "... | \n", "1 | \n", "1 | \n", "1 | \n", "1 | \n", "1 | \n", "1 | \n", "1 | \n", "1 | \n", "1 | \n", "1 | \n", "
Zambia | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "... | \n", "40 | \n", "43 | \n", "45 | \n", "45 | \n", "48 | \n", "48 | \n", "52 | \n", "57 | \n", "61 | \n", "65 | \n", "
Zimbabwe | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "... | \n", "14 | \n", "14 | \n", "17 | \n", "17 | \n", "23 | \n", "23 | \n", "24 | \n", "25 | \n", "25 | \n", "25 | \n", "
185 rows × 90 columns
\n", "\n", " | svr_us_data_plot | \n", "svr_us_cum_sdt_error_p | \n", "svr_us_cum_sdt_error_n | \n", "svr_nys_data_plot | \n", "svr_nys_cum_sdt_error_p | \n", "svr_nys_cum_sdt_error_n | \n", "svr_dc_data_plot | \n", "svr_dc_cum_sdt_error_p | \n", "svr_dc_cum_sdt_error_n | \n", "
---|---|---|---|---|---|---|---|---|---|
2020-04-07 | \n", "3.975050e+05 | \n", "3.975050e+05 | \n", "3.975050e+05 | \n", "130703.000000 | \n", "130703.000000 | \n", "130703.000000 | \n", "1189.000000 | \n", "1189.000000 | \n", "1189.000000 | \n", "
2020-04-08 | \n", "4.290520e+05 | \n", "4.290520e+05 | \n", "4.290520e+05 | \n", "140081.000000 | \n", "140081.000000 | \n", "140081.000000 | \n", "1249.000000 | \n", "1249.000000 | \n", "1249.000000 | \n", "
2020-04-09 | \n", "4.627800e+05 | \n", "4.627800e+05 | \n", "4.627800e+05 | \n", "149401.000000 | \n", "149401.000000 | \n", "149401.000000 | \n", "1395.000000 | \n", "1395.000000 | \n", "1395.000000 | \n", "
2020-04-10 | \n", "4.965350e+05 | \n", "4.965350e+05 | \n", "4.965350e+05 | \n", "159937.000000 | \n", "159937.000000 | \n", "159937.000000 | \n", "1493.000000 | \n", "1493.000000 | \n", "1493.000000 | \n", "
2020-04-11 | \n", "5.263960e+05 | \n", "5.263960e+05 | \n", "5.263960e+05 | \n", "170512.000000 | \n", "170512.000000 | \n", "170512.000000 | \n", "1598.000000 | \n", "1598.000000 | \n", "1598.000000 | \n", "
2020-04-12 | \n", "5.553130e+05 | \n", "5.553130e+05 | \n", "5.553130e+05 | \n", "180458.000000 | \n", "180458.000000 | \n", "180458.000000 | \n", "1744.000000 | \n", "1744.000000 | \n", "1744.000000 | \n", "
2020-04-13 | \n", "5.806190e+05 | \n", "5.806190e+05 | \n", "5.806190e+05 | \n", "188694.000000 | \n", "188694.000000 | \n", "188694.000000 | \n", "1838.000000 | \n", "1838.000000 | \n", "1838.000000 | \n", "
2020-04-14 | \n", "6.076700e+05 | \n", "6.076700e+05 | \n", "6.076700e+05 | \n", "195031.000000 | \n", "195031.000000 | \n", "195031.000000 | \n", "1881.000000 | \n", "1881.000000 | \n", "1881.000000 | \n", "
2020-04-15 | \n", "6.363500e+05 | \n", "6.363500e+05 | \n", "6.363500e+05 | \n", "202208.000000 | \n", "202208.000000 | \n", "202208.000000 | \n", "1934.000000 | \n", "1934.000000 | \n", "1934.000000 | \n", "
2020-04-16 | \n", "6.675920e+05 | \n", "6.675920e+05 | \n", "6.675920e+05 | \n", "213779.000000 | \n", "213779.000000 | \n", "213779.000000 | \n", "2048.000000 | \n", "2048.000000 | \n", "2048.000000 | \n", "
2020-04-17 | \n", "6.997060e+05 | \n", "6.997060e+05 | \n", "6.997060e+05 | \n", "222284.000000 | \n", "222284.000000 | \n", "222284.000000 | \n", "2085.000000 | \n", "2085.000000 | \n", "2085.000000 | \n", "
2020-04-18 | \n", "7.321970e+05 | \n", "7.321970e+05 | \n", "7.321970e+05 | \n", "229642.000000 | \n", "229642.000000 | \n", "229642.000000 | \n", "2142.000000 | \n", "2142.000000 | \n", "2142.000000 | \n", "
2020-04-19 | \n", "7.590860e+05 | \n", "7.590860e+05 | \n", "7.590860e+05 | \n", "236763.000000 | \n", "236763.000000 | \n", "236763.000000 | \n", "2201.000000 | \n", "2201.000000 | \n", "2201.000000 | \n", "
2020-04-20 | \n", "7.843260e+05 | \n", "7.843260e+05 | \n", "7.843260e+05 | \n", "242817.000000 | \n", "242817.000000 | \n", "242817.000000 | \n", "2240.000000 | \n", "2240.000000 | \n", "2240.000000 | \n", "
2020-04-21 | \n", "8.298705e+05 | \n", "8.298717e+05 | \n", "8.298694e+05 | \n", "255208.842706 | \n", "255209.965399 | \n", "255207.720013 | \n", "2324.523972 | \n", "2325.646666 | \n", "2323.401279 | \n", "
2020-04-22 | \n", "8.680817e+05 | \n", "8.680840e+05 | \n", "8.680795e+05 | \n", "265241.756253 | \n", "265244.001639 | \n", "265239.510866 | \n", "2385.230560 | \n", "2387.475946 | \n", "2382.985174 | \n", "
2020-04-23 | \n", "9.083942e+05 | \n", "9.083975e+05 | \n", "9.083908e+05 | \n", "275720.533871 | \n", "275723.901950 | \n", "275717.165791 | \n", "2446.169963 | \n", "2449.538042 | \n", "2442.801883 | \n", "
2020-04-24 | \n", "9.503804e+05 | \n", "9.503849e+05 | \n", "9.503760e+05 | \n", "286651.626923 | \n", "286656.117695 | \n", "286647.136150 | \n", "2506.680053 | \n", "2511.170825 | \n", "2502.189280 | \n", "
2020-04-25 | \n", "9.942824e+05 | \n", "9.942880e+05 | \n", "9.942768e+05 | \n", "297918.627016 | \n", "297924.240481 | \n", "297913.013550 | \n", "2565.148060 | \n", "2570.761525 | \n", "2559.534594 | \n", "
2020-04-26 | \n", "1.040297e+06 | \n", "1.040304e+06 | \n", "1.040291e+06 | \n", "309596.372519 | \n", "309603.108678 | \n", "309589.636361 | \n", "2623.544602 | \n", "2630.280761 | \n", "2616.808443 | \n", "
2020-04-27 | \n", "1.088527e+06 | \n", "1.088535e+06 | \n", "1.088520e+06 | \n", "321808.125480 | \n", "321815.984332 | \n", "321800.266628 | \n", "2680.134086 | \n", "2687.992938 | \n", "2672.275234 | \n", "