#COVID19 mohfw data

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Thejesh GN

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Mar 13, 2020, 8:06:23 AM3/13/20
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- I have been scraping and diffing the #COVID19 data at https://t.co/qhdbOGGaeh  every 12 hours

- Converting them into clean JSON and made a simple API

- You can use the below URL if you like

https://data.thejeshgn.com/covid19/_design/india/_view/incidents?include_docs=true&limit=5&descending=true



Regards,
Thej

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Guneet Narula

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Mar 14, 2020, 1:25:33 AM3/14/20
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This is great, thanks!

Thejesh GN

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Mar 14, 2020, 3:18:43 PM3/14/20
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Some interesting data work

Growth of cases: How long did it take for the number of confirmed cases to double?



Thej
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Thejesh GN

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Mar 15, 2020, 3:01:17 AM3/15/20
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The data on http://www.mohfw.gov.in/ is getting updated very slowly and there are some changes

- They have renamed Cured to Discharged
- Discharged number is reduced to 10 from 9.  Don't know why. At 14.03.2020 at 04:55 PM it was 10 and 15.03.2020 at 08:55 AM its 9.  UP had 5 as discharged and now its 3. Don't know what happened "2"


On my side
- I am also to backup raw html - https://github.com/datameet/covid19



Thej
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Guneet Narula

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Mar 15, 2020, 4:12:28 AM3/15/20
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A growth chart of total number of cases based on the data you are parsing would be very useful. I'll see if I can put something together, working on a district wise reports map for now. I think more granularity in terms of location will be useful in the coming weeks (?), although it requires quite a bit of news media research to get the numbers correct.

Also, about the MoHFW numbers: I am assuming total active cases will be confirmed cases (indians) + foreigners - discharged - deaths. Right?

- Guneet

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Thejesh GN

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Mar 15, 2020, 5:55:13 AM3/15/20
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>>> Also, about the MoHFW numbers: I am assuming total active cases will be confirmed cases (indians) + foreigners - discharged - deaths. Right?
I would say yes.

But I don't see them officially publishing total ACTIVE cases. They publish only total confirmed cases.

Total confirmed cases = Total Confirmed cases (Indian National) + Total Confirmed cases ( Foreign National )


Thej
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Manish Gupte

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Mar 15, 2020, 6:01:49 AM3/15/20
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According to the our world in data link that you sent:

"However, in an ongoing outbreak the final outcomes (death or recovery) for all cases is not yet known. The time from symptom onset to death ranges from 2 to 8 weeks for COVID-19.10 This means there are individuals who are in the early or mid-stages of infection who will die at a later date.

We therefore cannot give a definitive figure for the mortality risk of the disease."

Manish


Thejesh GN

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Mar 15, 2020, 6:28:19 AM3/15/20
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Guneet,

Here is the API endpoint if you like to use


Returns

{
"total_rows":90,
"offset":0,
"rows":[
{
"id":"2020-03-15T12:00:00.00+05:30|up",
"key":"2020-03-15T12:00:00.00+05:30|up",
"value":{
"_id":"2020-03-15T12:00:00.00+05:30|up",
"_rev":"1-db2db4604d0ae6e545b0557697a4e866",
"state":"up",
"report_time":"2020-03-15T12:00:00.00+05:30",
"confirmed_india":11,
"confirmed_foreign":1,
"cured":3,
"death":0
}
}
]
}



- Play with limit and offset to get more data.
- Cache locally as much as possible
- No Guarantees

I will also try and do some growth map.

Thej
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Sunil Prabhakar

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Mar 15, 2020, 10:09:45 AM3/15/20
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Dear All,
Pl see.these websites. They might be helpful to you. I can send some additional resources too if required.

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Thejesh GN

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Mar 16, 2020, 8:28:51 AM3/16/20
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Extracted some more from archive.org and added them to the list. So now we have data from 10th March.

I also have a JSON dump for download at


You can download and host it on your server if you like.

Also here is aggregation. It took about 5 days to double. At the same rate we will cross 200 by 20th.

{"rows":[
{"key":["2020-03-10T12:00:00.00+05:30","total_confirmed"],"value":47},
{"key":["2020-03-11T17:30:00.00+05:30","total_confirmed"],"value":60},
{"key":["2020-03-12T11:00:00.00+05:30","total_confirmed"],"value":73},
{"key":["2020-03-12T18:00:00.00+05:30","total_confirmed"],"value":74},
{"key":["2020-03-13T10:00:00.00+05:30","total_confirmed"],"value":75},
{"key":["2020-03-13T22:15:00.00+05:30","total_confirmed"],"value":79},
{"key":["2020-03-14T09:00:00.00+05:30","total_confirmed"],"value":83},
{"key":["2020-03-14T16:55:00.00+05:30","total_confirmed"],"value":84},
{"key":["2020-03-15T08:55:00.00+05:30","total_confirmed"],"value":93},
{"key":["2020-03-15T12:00:00.00+05:30","total_confirmed"],"value":107},
{"key":["2020-03-15T17:00:00.00+05:30","total_confirmed"],"value":107},
{"key":["2020-03-15T23:30:00.00+05:30","total_confirmed"],"value":110},
{"key":["2020-03-16T16:00:00.00+05:30","total_confirmed"],"value":114}
]}







Thej
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Thejesh GN

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Mar 16, 2020, 11:51:54 AM3/16/20
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I wrote about it so people can find it easily on Google. 

https://thejeshgn.com/2020/03/16/novel-corona-virus-covid19-archive-api-india-data/



Regards,
Thej

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Guneet Narula

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Mar 16, 2020, 3:35:19 PM3/16/20
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Amazing, thanks Thej. I am going to get to it in sometime.

Just put this district-wise map together https://fieldmaps.in/covid19/ based on news reports. Data comes from a google sheet https://docs.google.com/spreadsheets/d/e/2PACX-1vRlSCAn1nS4h9n9Fp25iuOsH54RfMUjj3xX5CZqjGUqYCVXgwgtJojuqVeqekazs2TkSJ95Jwplo7lL/pubhtml#

Some issues:

- I am using the district shapefiles from NIC's ArcGIS REST services at https://webgis1.nic.in/publishing/rest/services/bharatmaps it's a bit slow and sometimes just times out completely

- State shapefiles makes it even slower, so I have ignored it for now

- Code is a bit messy, and has some documentation here https://github.com/guneetnarula/covid19-in any help would be appreciated

- Coming to the data, it is not the same as the MoHFW one since it is based on news reports. If any journalists or people tracking the news closely would like to help with this, then please let me know

More updates soon.

- Guneet

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Guneet Narula

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Mar 16, 2020, 3:49:28 PM3/16/20
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Forgot two points:

- I have added an active cases column. Seeing this in other country dashboards/analysis that an idea of how many people have not yet recovered or are still infectious is important. Right now this is just calculated by subtracting numbers of discharged and deaths from confirmed.

- In some cases, I am not able to find the district details. So I have added them to the capital or "epicentre" of the cases in the state.

- The map is not mobile friendly as of now.

Cheers,
Guneet
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Thejesh GN

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Mar 17, 2020, 4:18:38 AM3/17/20
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Looks good.

@guneet
I think it's a good idea to cache the geojson on server and on browser (like localstoreage).


Also the code for the scraper[1] is published now. Code quality isn't great but it works.



Thej
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Guneet Narula

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Mar 17, 2020, 4:32:05 AM3/17/20
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Devdatta scraped it into a geojson :)

Vikram Shetty

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Mar 17, 2020, 7:25:22 AM3/17/20
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We are collecting the information from social media and trying to get it confirmed and publishing it here: https://www.covid19india.org/

Regards,
Vikram

Sarabjeet Matharu

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Mar 17, 2020, 7:25:27 AM3/17/20
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Hi

I'm new to the data meet group. Can you help me understand how I can download the COVID data?

Thanks, 
Sarabjeet

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Anand Katakam

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Mar 17, 2020, 8:32:03 AM3/17/20
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Hello,

Not sure if this has been shared before, but this is parsing data pretty well --> https://covidout.in/
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Souvik Sankar Mitra

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Mar 17, 2020, 10:17:10 PM3/17/20
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Using the database I made it here. https://indiacorona.000webhostapp.com/

Guneet Narula

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Mar 18, 2020, 1:42:34 AM3/18/20
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Thanks Vikram, this is comprehensive. Maybe we can collaborate.

- Guneet
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Thejesh GN

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Mar 19, 2020, 1:31:41 AM3/19/20
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https://icmr.nic.in/node/39071

ICMR publishes no of tests done every day in the form of pdf. I will see if I can scrape them. Also if possible recover historical data.



Regards,
Thej

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atanu...@gmail.com

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Mar 19, 2020, 7:13:26 AM3/19/20
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This is good, Vikram.

Anand Chitipothu

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Mar 20, 2020, 9:22:30 PM3/20/20
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On Thu, Mar 19, 2020 at 11:01 AM Thejesh GN <i...@thejeshgn.com> wrote:
https://icmr.nic.in/node/39071

ICMR publishes no of tests done every day in the form of pdf. I will see if I can scrape them. Also if possible recover historical data.

Looks like they have been publishing an update every day. I could find a link to March 17 via archive.org, but that file is not there on the server.  Good to archive it every day.

http://web.archive.org/web/20200317214823/https://icmr.nic.in/node/39071

Anand

Anand Chitipothu

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Mar 20, 2020, 9:26:57 PM3/20/20
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On Mon, Mar 16, 2020 at 5:58 PM Thejesh GN <i...@thejeshgn.com> wrote:
Extracted some more from archive.org and added them to the list. So now we have data from 10th March.

I also have a JSON dump for download at


You can download and host it on your server if you like.

Also here is aggregation. It took about 5 days to double. At the same rate we will cross 200 by 20th.

We crossed the prediction. We are 236 as of yesterday, the 20th.

Is anyone publishing the data by city?

Anand

Saketha Ramanujam

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Mar 21, 2020, 6:24:27 AM3/21/20
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Neha Kulkarni

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Mar 21, 2020, 9:57:08 AM3/21/20
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Hi Saketh,
Would request you to please remove it if it is not from an official public source, else please quote the source. 

Regards,
Neha

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Thejesh GN

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Mar 21, 2020, 10:35:34 AM3/21/20
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Looks like it's private. Not able to access. 


Regards,
Thej

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Thejesh GN

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Mar 21, 2020, 11:13:34 AM3/21/20
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This is a dashboard of network connections and clusters to track outbreak and transmission COVID19 in India

https://covid19india-network.now.sh/

@guneet
Can you share you Google sheet (that drives your app) ?


Regards,
Thej

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Soumya Ranjan

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Mar 21, 2020, 12:23:22 PM3/21/20
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Hi Everyone,

I am new to datameet!

I wanted to understand the healthcare capacity of India & how it will cope with the COVID-19 situation. I started by scraping some data from the NHRR website, I am in the process of collecting more such information.

Thanks,
Soumya Ranjan 



On Saturday, 21 March 2020 20:43:34 UTC+5:30, Thejesh GN wrote:
This is a dashboard of network connections and clusters to track outbreak and transmission COVID19 in India

https://covid19india-network.now.sh/

@guneet
Can you share you Google sheet (that drives your app) ?


Regards,
Thej

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On Sat, 21 Mar, 2020, 8:05 PM Thejesh GN, <i...@thejeshgn.com> wrote:
Looks like it's private. Not able to access. 

Regards,
Thej

Thejesh GN ⏚ ತೇಜೇಶ್ ಜಿ.ಎನ್
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On Sat, 21 Mar, 2020, 3:54 PM Saketha Ramanujam, <saketh.r...@gmail.com> wrote:

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🙬 Vittala Shettigar 🙮

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Mar 21, 2020, 1:25:33 PM3/21/20
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Hi Then,

You can add the link to google drive and then can download by logging into your drive account.

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Thejesh GN

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Mar 21, 2020, 11:49:34 PM3/21/20
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Mohfw now has a small dashboard where it publishes the latest total number of confirmed cases ( state count lags behind it.). I will update my script to take this into account.

There is also a new category, called "Migrated COVID-19 Patient". Will add that to the list.


Regards,
Thej

Thejesh GN ⏚ ತೇಜೇಶ್ ಜಿ.ಎನ್
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Thejesh GN

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Mar 22, 2020, 1:19:11 AM3/22/20
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They have changed the website format twice this morning breaking my scripts. But we are back.

They removed the total confimed number from the top dashboard and added "Active COVID 2019 cases*.

Thej
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Thejesh GN

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Mar 22, 2020, 1:20:29 AM3/22/20
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Thej
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Guneet Narula

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Mar 22, 2020, 1:29:11 AM3/22/20
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For the map I am maintaining, the data comes from a google sheet https://docs.google.com/spreadsheets/d/e/2PACX-1vRlSCAn1nS4h9n9Fp25iuOsH54RfMUjj3xX5CZqjGUqYCVXgwgtJojuqVeqekazs2TkSJ95Jwplo7lL/pubhtml#

That cluster map is live here https://cluster.covid19india.org/ and is w.i.p. I might be integrating the district map to their dashboard at some point.

Thanks for working on the MoHFW data archive. Will be more and more useful in the coming weeks.

I genuinely can't believe that we went from 200k to 300k cases worldwide in such a short time.

Best,
Guneet

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Bodhisattwa Mandal

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Mar 22, 2020, 2:44:26 AM3/22/20
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Hi,

We are updating COVID-19 situation in India on Wikidata.


Regards,
Bodhisattwa

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Vikram Shetty

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Mar 22, 2020, 9:20:04 AM3/22/20
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Just a small info about Migrated patient, while doing a little research for patient tracking for covid19india.org, found 8th Patient from Saket, Delhi had shifted to Singapore before the positive result came out. And he is the only migrated patient till date.

Regards,
Vikram

Thejesh GN

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Mar 22, 2020, 11:35:13 AM3/22/20
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This is really good.

It would be great if you can write a short note on how to use the data from https://www.wikidata.org/wiki/Q84055514


Thej
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Thejesh GN

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Mar 23, 2020, 9:10:49 AM3/23/20
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We were 236 as of 20th.  433 today.
It's almost doubling every 3-4 days now. It was 5 days before.


Its my one graph to look at.




Thej
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Saketha Ramanujam

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Mar 23, 2020, 4:37:17 PM3/23/20
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Is anybody here analysing and trying to model the growth rate of number of cases?

Also, https://github.blog/2020-03-23-open-collaboration-on-covid-19/


--
Saketh

Shilpa Arora

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Mar 24, 2020, 3:26:00 AM3/24/20
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On Fri, Mar 13, 2020 at 5:36 PM Thejesh GN <i...@thejeshgn.com> wrote:

- I have been scraping and diffing the #COVID19 data at https://t.co/qhdbOGGaeh  every 12 hours

- Converting them into clean JSON and made a simple API

- You can use the below URL if you like

https://data.thejeshgn.com/covid19/_design/india/_view/incidents?include_docs=true&limit=5&descending=true

Regards,
Thej

Thejesh GN ⏚ ತೇಜೇಶ್ ಜಿ.ಎನ್
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Souvik Sankar Mitra

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Mar 24, 2020, 3:26:01 AM3/24/20
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Please update https://data.thejeshgn.com/covid19/_design/india/_view/incidents . Its is last updated in 2020-03-23T10:30:00.00+05:30
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Thejesh GN

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Mar 24, 2020, 3:29:07 AM3/24/20
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Done.
It goes through cloudfront CDN.  It doesn't always clear the cache in time.


Thej
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Nikhil VJ

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Mar 24, 2020, 11:41:46 PM3/24/20
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Hi, came across this:

About Us & Our Vision

We are an Open Source community driven project run by enthusiastic folks like yourself who are volunteering selflessly towards a noble cause. Request you to please maintain the decorum of this group.

We are building a strong community to collaborate and support our nation during this crisis. 

For this, we have built a website to provide real time and accurate data of CoVID-19 spread in India from various reliable sources.

Rather than just the few numbers on the website, we are trying to create a rich data-set of the patients that will be helpful during containment and mitigation efforts.


The patient database is good. There is a cluster graph being created: https://cluster.covid19india.org/

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Cheers,
Nikhil VJ
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Thejesh GN

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Mar 25, 2020, 12:01:48 AM3/25/20
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I am not really sure if putting the patient details out without a safety net is a great idea, specially in a driven by mobs kind of situation.

Through I understand the need of it. We might have to go to great lengths to anonymyze it.


Regards,
Thej

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Thejesh GN

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Mar 25, 2020, 2:37:28 AM3/25/20
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At this point I would think the personal details of patients (or doubtful) shouldn't be shared/used outside the govt healthcare network.  There is a great chance of harassment/mob attacks. Lack of privacy law does no good. We can do a separate email chain if people want to discuss about it.




Thej
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Anand Chitipothu

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Mar 25, 2020, 4:26:33 AM3/25/20
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I wrote some code to scrap the Coivd19 data displayed on The Hindu website and put it behind an API. This is live data being updated by their team and I've taken their permission to publish it.


Source Code:

Data Source:
https://www.thehindu.com/sci-tech/health/covid-19-interactive-map-confirmed-cases-in-india/article31041690.ece

I've scrapping this data periodically. Will publish a hourly feed shortly.

Anand

Nikhil VJ

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Mar 25, 2020, 5:11:48 AM3/25/20
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Hi Thej,

Can you point out which are the personal details which are crossing the line for you in the project linked on https://telegra.ph/CoVID-19--India--Ops-03-21
Because I have seen that they are ensuring to not display personally identifiable information while still maintaining the location related things that are vital to establishing and tracking infections spread, for dedicating 

For example, I would find beneficial to know that a cluster of infected patients in my city all were in a tour group to a country. Does that compromise their privacy? Maybe. Might that save my family member's life? Maybe.

In any case, if the official agencies have clearly failed to do their job so far (which is why all countries are now affected and globe is getting shut down just 2/3 weeks after all the mainstream agencies and publications were insisting it's nothing compared to the regular Flu and that we are not to close down any travel and and were labelling anyone who dared suggesting that as "racist" and were trying to have the people warning about today's reality censored), and volunteers are filling in the void, then what will be won by sticking to idealistic standards in opposite-of-ideal situations, and going out of one's way to muddy the waters for the initiatives that one can merely choose to quietly not participate it, is doubtful. 

And by now we have learned the hard way that some things that feel very good (like hugging all the people coming out of an airport as was being done in Italy just a few weeks back, or like EU countries insisting they will NEVER restrict free movement of people across the eurozone just 2 weeks before the numbers across Europe exploded) may not do good in the long run, and that some things that feel bad, like a community shunning a family for some time, may be there for a reason that a generation that has lived in relative prosperity may want to sneer down upon.

It would be good to gather snapshots actually of what the dominant voices in respective countries were saying 2 weeks before their infection numbers exploded, in keeping with the well-researched data articles going around establishing the lag period between measures and outcomes.

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Nikhil VJ
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Thejesh GN

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Mar 25, 2020, 5:31:42 AM3/25/20
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1. Added links to reference section (Anand and other projects)
2. Started downloading daily district wise reporting pds. Its not automated or parsed yet. It came in through MR. I will try and write a script later tonight.  PDFs are at https://github.com/datameet/covid19/tree/master/mohfw-backup/district_wise_cases

Contributions are more than welcome. In any format.



Thej
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Thejesh GN

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Mar 25, 2020, 5:40:49 AM3/25/20
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My comment wasn't related to this effort. I saw a google sheet release by Govt dept with people's name, address, age, number etc. [1] Hence my comment was generic rather than specific to this instance.

I agree to your point -> What is good and bad is based on the context and situation.

That said we will be tested during the difficult situations. Anybody/Everyone will behave well during peacetime. We will be judged by how we behave during difficult times.

So all I am saying is -> we as a community should be very careful about personal data sharing.


Thej
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Sashikumar N

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Mar 25, 2020, 7:47:41 AM3/25/20
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Dear All,
Glad to see the efforts made to collect the data from public sources. Right now Its not clear how much of spatial data is used by authorities to collate cases / status of cases. Can we make effort to do a grid based data collection / marking. What i meant is divide a geographical area like Bangalore city into number of grids say a grid of 1km x 1 km (We can think of appropriate size, or each of the 100 wards themselves can be used if its useful). Use this grid to mark the number of people quarantined / low , medium, high risk patients,Nearest Medical facility available to them etc.  It can be also used to deliver and track essentials sent to people etc. This can help us to concentrate on focus areas in the city instead of focusing entire city and without enough feedback. Right now the effort is for data collation, may be we can think of model and analysis later..

If privacy is a concern, we can limit certain detailed access info to authorities, who need them to make decisions. Since the lock down is effective there is no complexity of tracing people from zone to zone. Right now the assumption is that such a grid based framework will help decision makers.

Please share your thoughts, if its useful we can work towards that.

Some related disease modelling papers

with regards
Sashi
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Vikram Shetty

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Mar 25, 2020, 8:04:15 AM3/25/20
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If you are interested in collaborating with covid19india.org, Please reach out to me on Telegram: http://t.me/VikramShetty

Some of the members from here are already in dev groups.

—Vikram

Vikram Shetty

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Mar 25, 2020, 8:04:16 AM3/25/20
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If you look at the live database.. there is not much of personal details of patients in covid19india.org Just the age, gender, location, contracted from and travelled from details.. these high level details are sourced from news articles and even when sources have personal details, the details are not recorded to database.


—Vikram

Thejesh GN

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Mar 25, 2020, 8:14:06 AM3/25/20
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Vikaram,

I have seen it. I use it. I have shared it as well.

It wasn't about this project. It was a general note.


Regards,
Thej

Thejesh GN ⏚ ತೇಜೇಶ್ ಜಿ.ಎನ್
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Sashikumar N

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Mar 25, 2020, 8:54:34 AM3/25/20
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Please check out this links given below for epidemiological models, source code and documentation is available



regards
Sashi

Anand Chitipothu

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Mar 25, 2020, 2:03:53 PM3/25/20
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On Wed, Mar 25, 2020 at 1:56 PM Anand Chitipothu <anand...@gmail.com> wrote:
I've updated the code to include mohfw data along with an API to query for historical data, using the data published by Thejesh.

Daily cases in India:
http://covid19-india.anandology.com/cases/daily

Daily cases in Maharashtra:
http://covid19-india.anandology.com/cases/daily/mh

The API is open and documented at:

Anand

Pranit Gupta

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Mar 25, 2020, 7:09:34 PM3/25/20
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Hello, I am looking for the following information by state/district: total number of tests, positive tests, negative tests. Is that information available somewhere?

Thank you!


On Friday, March 13, 2020 at 5:36:23 PM UTC+5:30, Thejesh GN wrote:

- I have been scraping and diffing the #COVID19 data at https://t.co/qhdbOGGaeh  every 12 hours

- Converting them into clean JSON and made a simple API

- You can use the below URL if you like

https://data.thejeshgn.com/covid19/_design/india/_view/incidents?include_docs=true&limit=5&descending=true



Regards,
Thej

Thejesh GN

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Mar 27, 2020, 9:56:55 AM3/27/20
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From 30Th Jan to 10 March MoHFW declared numbers through press releases. I have them backed up now.


I will add it to the JSON data  later today.


Thej
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Bodhisattwa Mandal

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Mar 28, 2020, 12:02:02 AM3/28/20
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The MoHFW has removed the stat section today. Anyone have any idea, where it might be now?

Bodhisattwa

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Thejesh GN

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Mar 28, 2020, 12:13:14 AM3/28/20
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Back.


Regards,
Thej

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Souvik Sankar Mitra

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Mar 28, 2020, 1:17:45 AM3/28/20
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Data in https://data.thejeshgn.com/covid19/_design/india/_view/incidents is not getting updated. Last update 2020-03-27T09:15:00.00+05:30
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Thejesh GN

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Mar 28, 2020, 1:18:46 AM3/28/20
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I have updated the gihub with latest data from MoHFW. But no data from ICMR yet.


Thej
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Thejesh GN

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Mar 28, 2020, 1:22:20 AM3/28/20
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Just forgot to announce on the list, Data gets cached. So if you want to get the latest

use the format


Where change the <yyyymmddhh> with current date/hr. For example 2020032810

then url will be


And that should return you the latest.

Sorry I forgot.

Thej
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Souvik Sankar Mitra

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Mar 28, 2020, 1:37:24 AM3/28/20
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Thank you very much sir. 

Thejesh GN

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Mar 28, 2020, 3:34:18 AM3/28/20
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Here is the note I sent to my friends today. 


Dear All,

I have been scraping the MoHFW, ICMR  data and parsing it. If you want to explore, details are at


There is also an API.

For cases by MoHFW


For tests done by icmr


nounce is current hour in yyyymmddhh

limit is how many records you want

descending true gives the latest records first.

Example dashboard I built using the APIs


Blogpost

If you use API please credit Thejesh GN and link it to https://thejeshgn.com.

Also let me know where/how you use it. I am just curious. Will share it on twitter etc

Forward if you think someone else will be interested in this.


Regards,
Thej

Thejesh GN ⏚ ತೇಜೇಶ್ ಜಿ.ಎನ್
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hemant singh

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Mar 28, 2020, 7:14:12 AM3/28/20
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Hello,

Build a world dashboard for a relative comparison of the countries and their COVID19 growth.


Please let me know if anyone wants to build same for the India district level.

Thanks
Hemant

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H. S. Sudhira

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Mar 28, 2020, 9:47:20 AM3/28/20
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Hi Thej,

Thanks for this. Is there any data on the number of tests conducted on a daily basis? Say for the past 21 days?

Thanks,
Sudhira.

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Thejesh GN

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Mar 28, 2020, 11:14:53 AM3/28/20
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Regards,
Thej

Thejesh GN ⏚ ತೇಜೇಶ್ ಜಿ.ಎನ್
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Ajay Kelkar

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Mar 29, 2020, 4:06:39 AM3/29/20
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Ajeya Raj

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Mar 29, 2020, 10:07:34 AM3/29/20
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https://icmr.nic.in/node/39071

Is ICMR publishing the no of tests done still? where is the link?

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Thejesh GN

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Mar 29, 2020, 10:30:23 AM3/29/20
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Regards,
Thej

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Bodhisattwa Mandal

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Mar 29, 2020, 12:21:39 PM3/29/20
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There are huge discrepancies in confirmed cases at district level between MoHFW, state health bulletins, media news channel, covid19india that it has now become a tiring task to verify and find the correct one. :(



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Thejesh GN

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Mar 29, 2020, 2:02:33 PM3/29/20
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They just removed the columns confirmed_foreign and confirmed_indians. Now it's just one total number. So I have updated the Data and API accordingly.

There is one record for each state and report_time combination.

{   "id":"2020-03-12T11:00:00.00+05:30|dl",
   "key":"2020-03-12T11:00:00.00+05:30|dl",
   "value":{
      "_id":"2020-03-12T11:00:00.00+05:30|dl",
      "_rev":"1-1b430a0a4b4a8b43fdab12d040ae8735",
      "state":"dl",
      "report_time":"2020-03-12T11:00:00.00+05:30",
      "confirmed_india":6,
      "confirmed_foreign":0,
      "confirmed": 6,
      "cured":0,
      "death":0,
      "source":"mohfw",
      "type":"cases"      
    }
}

confirmed_india and confirmed_foreign are present only when they are available. Use confirmed which is usually the addition ofconfirmed_india and confirmed_foreign


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Ajeya Raj

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Mar 30, 2020, 7:19:04 AM3/30/20
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Do we have citywise covid-19 cases data

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Thejesh GN

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Mar 30, 2020, 9:32:25 AM3/30/20
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No data directly from ICMR anymore. It will come from mohfw.


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Thejesh GN

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Apr 1, 2020, 6:37:39 AM4/1/20
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- They keep changing the format of the page everyday. I have to fix it almost every time. Anyway latest (9am)data is up.
- No updates from ICMR yet!
- I also have a page where you can see COVID19 related but non virus deaths. Sadly even that is growing. https://thejeshgn.com/projects/covid19-india/non-virus-deaths/


Thej
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Ajeya Raj

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Apr 1, 2020, 8:07:36 AM4/1/20
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state wise data is not opening right now

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Pooja Dantewadia

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Apr 1, 2020, 8:10:31 AM4/1/20
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Works on incognito mode or if the ad blocker is removed. 

Thejesh GN

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Apr 5, 2020, 10:17:52 AM4/5/20
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I recorded a video yesterday, in which I go through each video explaining how they are sourced, archived and parsed. I also show some example usage


Also some of the members had questions about converting from JSON to CSV.

You can use a simple online conversion tool like this


If required. I can convert the JSON to CSV on a daily basis and commit to the github. Let me know.


Thej
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Rithika Kumar

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Apr 5, 2020, 11:34:07 AM4/5/20
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Hi everyone,

Thank you for the amazing work that all of you have put into making COVID related data accessible to the public. Is there any information on whether socio-economic and other demographic characteristics of cases/deaths in India? I am guessing this might be hard to obtain but will be interesting to see. Rithika


On Sunday, April 5, 2020 at 10:17:52 AM UTC-4, Thejesh GN wrote:
I recorded a video yesterday, in which I go through each video explaining how they are sourced, archived and parsed. I also show some example usage


Also some of the members had questions about converting from JSON to CSV.

You can use a simple online conversion tool like this


If required. I can convert the JSON to CSV on a daily basis and commit to the github. Let me know.


Thej
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Anand Chitipothu

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Apr 8, 2020, 1:11:48 AM4/8/20
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On Sun, Mar 15, 2020 at 12:48 AM Thejesh GN <i...@thejeshgn.com> wrote:
Some interesting data work

Growth of cases: How long did it take for the number of confirmed cases to double?

I've tried to replicate this for all states in India.

https://covid19-india.anandology.com/dashboard/

Comments welcome!

Anand

TEJ CHAVDA

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Apr 8, 2020, 8:11:47 AM4/8/20
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from where I get a list of the positive case, Reported case, negative case, home quarantine with address if possible latitude longitude also.


Tej Chavda (PG191052)

Pursuing M.Tech In Geomatics (2nd Semester),
Centre for Environmental Planning and Technology (CEPT University), 
KL Campus, University Road, Navrangpura, Ahmedabad - 380009

Contact Number : 8866440170

Email id: tejp400@gmail.com
               tej.pg191052@cept.ac.in


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Sanjay Barnwal

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Apr 8, 2020, 9:24:24 AM4/8/20
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Hi,

I would suggest to look into this website.
https://www.finddx.org/covid-19/covid-19-backuplp/test-tracker/  check Source Tab, you will get daily wise details of Tests conducted, Positive cases, Deaths, Population country wise.

Regards,
Sanjay Barnwal 

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Vikram Shetty

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Apr 12, 2020, 9:28:36 AM4/12/20
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Thejesh and all, 

MoHFW has new dashboard (https://www.mohfw.gov.in/dashboard/index.php) on site.. and now state values are now in JSON. https://www.mohfw.gov.in/dashboard/data/data.json

Hope it helps.

Regards,
Vikram

Thejesh GN

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Apr 12, 2020, 11:21:29 AM4/12/20
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So there is no time of publishing in the JSON.

So I will pull the time from HTML and data from the JSON.

Otherwise I have to keep checking for the data change!

I might do hash of the JSON data as well. Every hour just to check.



Regards,
Thej

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Pranit Gupta

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Apr 15, 2020, 8:09:30 AM4/15/20
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Hey, I am trying to obtain age-wise data for covid-19 cases in India. Most crowdsourced databses have information for less than 2000 cases, any idea where I can get more recent and updated info?
Vikram

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Saba Mundlay

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Apr 26, 2020, 7:41:56 AM4/26/20
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hey! this is really great. One thing - is there an archive of this data? I only see the current day data, district wise. 

On Tuesday, March 17, 2020 at 1:05:19 AM UTC+5:30, Guneet Narula wrote:

Amazing, thanks Thej. I am going to get to it in sometime.

Just put this district-wise map together https://fieldmaps.in/covid19/ based on news reports. Data comes from a google sheet https://docs.google.com/spreadsheets/d/e/2PACX-1vRlSCAn1nS4h9n9Fp25iuOsH54RfMUjj3xX5CZqjGUqYCVXgwgtJojuqVeqekazs2TkSJ95Jwplo7lL/pubhtml#

Some issues:

- I am using the district shapefiles from NIC's ArcGIS REST services at https://webgis1.nic.in/publishing/rest/services/bharatmaps it's a bit slow and sometimes just times out completely

- State shapefiles makes it even slower, so I have ignored it for now

- Code is a bit messy, and has some documentation here https://github.com/guneetnarula/covid19-in any help would be appreciated

- Coming to the data, it is not the same as the MoHFW one since it is based on news reports. If any journalists or people tracking the news closely would like to help with this, then please let me know

More updates soon.

- Guneet


On 16/03/20 8:51 am, Thejesh GN wrote:
I wrote about it so people can find it easily on Google. 

https://thejeshgn.com/2020/03/16/novel-corona-virus-covid19-archive-api-india-data/



Regards,
Thej

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On Mon, 16 Mar, 2020, 5:58 PM Thejesh GN, <i...@thejeshgn.com> wrote:
Extracted some more from archive.org and added them to the list. So now we have data from 10th March.

I also have a JSON dump for download at


You can download and host it on your server if you like.

Also here is aggregation. It took about 5 days to double. At the same rate we will cross 200 by 20th.

{"rows":[
{"key":["2020-03-10T12:00:00.00+05:30","total_confirmed"],"value":47},
{"key":["2020-03-11T17:30:00.00+05:30","total_confirmed"],"value":60},
{"key":["2020-03-12T11:00:00.00+05:30","total_confirmed"],"value":73},
{"key":["2020-03-12T18:00:00.00+05:30","total_confirmed"],"value":74},
{"key":["2020-03-13T10:00:00.00+05:30","total_confirmed"],"value":75},
{"key":["2020-03-13T22:15:00.00+05:30","total_confirmed"],"value":79},
{"key":["2020-03-14T09:00:00.00+05:30","total_confirmed"],"value":83},
{"key":["2020-03-14T16:55:00.00+05:30","total_confirmed"],"value":84},
{"key":["2020-03-15T08:55:00.00+05:30","total_confirmed"],"value":93},
{"key":["2020-03-15T12:00:00.00+05:30","total_confirmed"],"value":107},
{"key":["2020-03-15T17:00:00.00+05:30","total_confirmed"],"value":107},
{"key":["2020-03-15T23:30:00.00+05:30","total_confirmed"],"value":110},
{"key":["2020-03-16T16:00:00.00+05:30","total_confirmed"],"value":114}
]}







Thej
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On Sun, 15 Mar 2020 at 19:39, Sunil Prabhakar <sunilp...@gmail.com> wrote:
Dear All,
Pl see.these websites. They might be helpful to you. I can send some additional resources too if required.

On Sun, 15 Mar 2020, 12:31 pm Thejesh GN, <i...@thejeshgn.com> wrote:
The data on http://www.mohfw.gov.in/ is getting updated very slowly and there are some changes

- They have renamed Cured to Discharged
- Discharged number is reduced to 10 from 9.  Don't know why. At 14.03.2020 at 04:55 PM it was 10 and 15.03.2020 at 08:55 AM its 9.  UP had 5 as discharged and now its 3. Don't know what happened "2"


On my side
- I am also to backup raw html - https://github.com/datameet/covid19



Thej
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On Sun, 15 Mar 2020 at 00:47, Thejesh GN <i...@thejeshgn.com> wrote:
Some interesting data work

Growth of cases: How long did it take for the number of confirmed cases to double?



Thej
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On Sat, 14 Mar 2020 at 10:55, Guneet Narula <guneet...@sputznik.com> wrote:
This is great, thanks!


On Friday, 13 March 2020 05:06:23 UTC-7, Thejesh GN wrote:

- I have been scraping and diffing the #COVID19 data at https://t.co/qhdbOGGaeh  every 12 hours

- Converting them into clean JSON and made a simple API

- You can use the below URL if you like

https://data.thejeshgn.com/covid19/_design/india/_view/incidents?include_docs=true&limit=5&descending=true



Regards,
Thej

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Souvik Sankar Mitra

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May 1, 2020, 2:56:01 PM5/1/20
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Vikram

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Thejesh GN

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May 1, 2020, 4:42:21 PM5/1/20
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Thanks for letting me know Souvik. There was a bug. I have fixed it. It should be updated now.

Thej
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Souvik Sankar Mitra

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May 1, 2020, 5:05:06 PM5/1/20
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Thank you sir.. 
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