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covid19africa's Issues

[Data] Updating

This data looks like its out dated I dont see recent cases for south africa, I only see about 554 cases @vukosim or the data is available here, if it here which file is the correct one?

[Data] Create csv of daily reports across countries

Have a list that can be updated daily with updated cases.

  • Useful for visualisation
  • Useful for situational awareness.

You can use the WHO situational reports (linked in /data/) to assist. How do we automatically extract from situational reports pdfs?

Covid19 daily report for Africa and Dashboard

I used JHU dataset to a create dashboard using MS power bi. The dataset consist of FIPS, Admin2,Province_State, Country_Region, Last_Update, Lat, Long_, Confirmed,Deaths, Recovered, Active, Combined_Key, Incidence_Rate, Case-Fatality_Ratio.
I am suggesting that such can be added to the github repo, and such folder can be named as covid19 africa daily report; for example South Africa case will be
South Africa | 2020-06-19 04:33:17 | -30.5595 | 22.9375 | 83890 | 1737 | 44920 | 37233 | South Africa | 141.44638837917344 | 2.070568601740374 respectively. The FIPS, Admin2, Province_State are empty.
If such dataset is added it will be easy to create a dashboard for Africa and more collaboration can be done.
The link to the dashboard preview can be found here

[Data] African Line List

line list – a table summarizing information about people who are infected, dead, recovered etc. The table would include demographic and location information. Such a dataset would help us understand how COVID19 transmission in Africa is similar or different to what’s being observed in other regions of the world.

This would be part of a broader effort focused on collating COVID19 data globally. We need volunteers ASAP to help in this effort. The data will be made publicly available and volunteers will be acknowledged.

See https://github.com/dsfsi/covid19africa/blob/master/data/line-list-africa.csv

[Feature] Here's a map I made

Hello, I just thought I'd share this project I did in me free time:
https://sacovidmap.netlify.com/

Screenshot from 2020-04-13 01-17-15
Screenshot from 2020-04-13 01-17-37
Screenshot from 2020-04-13 01-18-31

My code is open source so anyone who who's working on anything related may use as much of it as they want:
https://github.com/webdevan/covid-map

Disclaimer: I'm not a scientist, so use this at your own risk.

I'm using the cumulative cases CSVs in this repo and should update automatically when new data is merged (if the structure changes my map will break!). I might submit an issue to discuss how we can structure the data in a way that can scale (because it is likely to keep expanding and evolving so getting some standards and structure going would be helpful).

Anyway, just wanted to put this out there so that people can use it, and if there's any feedback let me know.

[Feature] John Hopkins data.

Hi There,

Wondering why you don't use John Hopkins data and build onto it? They have done (are doing) a tremendous work to pull together a fairly solid data.

If you need inspiration on presenting the data, here is my try: virus-corona.herokuapp.com

Cheers,
Louis

Time Series Africa Data (Death and Recovered)

The who_covid_19_sit_rep_time_series_africa.csv data which is the time Series Data for confirmed cases only exist. I think we should add the Deaths and Recovered Time Series data as well.

[Feature] number of tests per day per country in the dataset

I was wondering if there is an idea of incorporating number of tests done per day per country in the current dataset.

I am not sure how it could be integrated in the current line-list files but adding a column 'num_tests' could be an idea.

alternatively a separate line-list with: date, num_tests, positives could handle it.

Thank you,
Million

[Data] Open health facility data in Africa

Hi all,

I'm involved in the Wellcome Open Research Fund project - afrimapr - which is creating R building blocks to make health data in Africa more visible through mapping. This resource might be useful for others to build scripts/maps/apps with. It's in very early stages of development.

Please see https://www.lstmed.ac.uk/news-events/news/open-data-and-software-to-support-the-covid-19-response-in-africa and our website at http://afrimapr.org. We're currently working to make health facilities (from open data i.e. WHO and healthsites.io ) building blocks in R.

If you have any ideas about how this may be useful to you or others, please get in touch.

[Feature] Selector for countries

Hi there,

Super cool project you have here! As the list of countries in the dashboard grows, it'll be hard to have all in the same page. One possible idea to would be to have a selector for which countries to display. I did something like this for a similar project using a textbox and comparing user input to what countries are in the database.

I am not sure what is powering the dashboard, but if it's something like Python/Plotly, I'd be happy to share actual code to do this.

Stay safe and keep going strong! πŸ’ͺ

Uploading Time series data

I've been uploading the time series data for a while, but for the past five days i've been having conflicts issues, i do follow this process is this link. I've tried a lot of things but it's not still working. What other things can i do.

[Data] Convert BU Health File into different line lists

BU Health has made available a file with early case information for many African countries.

Tasks:

  • For countries that are not on yet available on the repo, create a line list in the CSV format we use.
  • For countries that are already on the line list, validate.

File https://github.com/dsfsi/covid19africa/blob/master/data/staging/2020.04.01.20050203-2.xlsx

line list templates https://github.com/dsfsi/covid19africa/tree/master/data/templates

If you are concentrating on a specific country, PLEASE list yourself below to avoid duplication of work

[Data] Validation of line list data for a few countries

Problem description

We would like to do the following analysis per African country:

  1. Visualise the daily and cumulative cases since the first reported case
  2. Calculate the relative risk of infection with COVID-19 by age group
  3. Analyse the distribution of the infection by gender and age
  4. Analyze the change in the status of those who were affected over time (ie, "recovered", "ICU", "treatment" etc)

Current bottlenecks

Most of the data collected are not complete. For example, in most countries, there is a large chunk of missing data it the gender and age fields of the individuals who have tested positive.

Also for most countries, the current state of the individuals is unknown. So when new deaths occur it is hard to identify which individual in passed away.

In most countries only the first few cases that are reported on in detail, however this makes it hard to track the progression of the diseases via age and gender down the down

If taking this up

Please help with validating the data for the country you have chosen

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