Re: [datameet] Regarding IMD temperature data

[Dammalapati Sai Krishna]

IMD gridded dataset is of 0.25 degree spatial resolutio (large area). The
temperature values would be the same for minor differences in coordinate
values.


On Tue, Apr 16, 2024 at 5:27 AM Panchi Haloi 
wrote:

> Hello !
> Have anyone tried downloading IMD max and min temperatures  for specific
> coordinates. the values of tmax and tmin foe different coordinates shows
> same values.please help
>
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[datameet] Re: Daily AQI Bulletins 2015-2023

[Dammalapati Sai Krishna]

Missed the link to the dataset in the previous email -- Link
<https://urbanemissions.info/india-air-quality/india-ncap-aqi-indian-cities-2015-2023/>

On Fri, Mar 29, 2024 at 9:41 PM Dammalapati Sai Krishna <
saikrishnadammalap...@gmail.com> wrote:

> Hi air quality and climate researchers,
>
> CPCB releases daily AQI Bulletins data. You can find this data for each
> city from 2015 to 2023 on this page - Link.
>
> The CSV file contains (available) day-wise city-average AQI value, AQI
> category, and conditional pollutant information and the image is a calendar
> plot of the AQI values, along with the average number of stations reporting
> AQI value in each year.
>
> Github repo for parsing CPCB PDF bulletins is here: Link
> <https://github.com/urbanemissions-info/AQI_bulletins>
>
> Dammalapati Sai Krishna,
> https://d-saikrishna.github.io/
>

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[datameet] Daily AQI Bulletins 2015-2023

[Dammalapati Sai Krishna]

Hi air quality and climate researchers,

CPCB releases daily AQI Bulletins data. You can find this data for each
city from 2015 to 2023 on this page - Link https://github.com/urbanemissions-info/AQI_bulletins>.

The CSV file contains (available) day-wise city-average AQI value, AQI
category, and conditional pollutant information and the image is a calendar
plot of the AQI values, along with the average number of stations reporting
AQI value in each year.

Github repo for parsing CPCB PDF bulletins is here: Link
<https://github.com/urbanemissions-info/AQI_bulletins>

Dammalapati Sai Krishna,
https://d-saikrishna.github.io/

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Re: [datameet] Electoral Bonds data CSV file

[Dammalapati Sai Krishna]

Phani Kondeti shared this link on datameet previously -
https://dataful.in/datasets/19700/


On Thu, Mar 21, 2024 at 11:16 PM Shiladitya Ray 
wrote:

> Hi,
>
> Does anyone have the CSV files of the data sets released by ECI today,
> which contain the bond numbers?
>
> If you do, could you kindly share the same?
>
> Thanks in anticipation,
> Regards,
> Shiladitya
>
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Re: [datameet] ERA5 daily total precipitation data

[Dammalapati Sai Krishna]

Hi Rachit! I had worked on ERA5 data from ECMWF Server long ago. Code
<https://github.com/d-saikrishna/GIS_RemoteSensing/blob/master/Rainfall/Working%20with%20NetCDF%20files%20-%20Rainfall%20Data.ipynb>

Hope the code is still relevant.


Best,
Dammalapati Sai Krishna,
d-saikrishna.github.io
7981548365

On Thu, Nov 9, 2023 at 10:19 PM RACHIT  wrote:

> Thank you all for your comments.
> Links to download ERA5 data from CDS API (python) with steps are:
> ERA5: How to calculate daily total precipitation - Copernicus Knowledge
> Base - ECMWF Confluence Wiki
> <https://confluence.ecmwf.int/display/CKB/ERA5%3A+How+to+calculate+daily+total+precipitation>
>
> https://cds.climate.copernicus.eu/cdsapp#!/dataset/reanalysis-era5-single-levels?tab=overview
> https://cds.climate.copernicus.eu/api-how-to
>
> Using CDS API also, we can only download hourly data and then make it
> daily using the code given in the first link above. But for downloading
> daily timeseries data for example nearly 30 years we need modified code
> with loop.
>
> On Thu, 9 Nov 2023 at 08:34, Ravi Chandu Munnangi <
> ravichandu1...@gmail.com> wrote:
>
>> How to use Python (or) R language to extract data from ECMWF datasets.
>> Can you share any video or document regarding usage of Python (or) R?
>> If you have any material regarding this, please share it. I need to know
>> this process that how to extract data using Python (or) R from datasets.
>> Format is NetCDF only.
>>
>> On Thu, Nov 9, 2023, 04:36 Moumita Das  wrote:
>>
>>> As far as I know, you can download it in a NetCDF format and use either
>>> Python or R (what I used) to parse it and convert it into a dataframe that
>>> you can use.
>>> I don’t think you can download it in a csv format from the ERA website
>>> itself.
>>> On Wed, Nov 8, 2023 at 1:55 PM Rachit  wrote:
>>>
>>>> How to download daily total precipitation ECMWF ERA5 data?
>>>> Please comment.
>>>> Dataset is available on GEE but, how to download it in csv format with
>>>> all the pixel coordinates information too. I need values for each pixel in
>>>> a polygon with their coordinate info also for ~30 years.
>>>>
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Re: [datameet] Issue on using imdlib package with rasterstats to calculate zonal statistics

[Dammalapati Sai Krishna]

Hi Nikhil!

I remember having a correspondence with you about imdlib last year.

I am fetching the rainfall data - but in the raster formal.

data = imd.get_data(
var_type='rain',
start_yr=year,
end_yr=year,
fn_format='yearwise',
file_dir=DATA_FOLDER
)

This downloads the rainfall data in .grd format. Later I convert it into
.tif
data.to_geotiff(
'{}.tif'.format(year),
TIFF_DATA_FOLDER
)

Faced issues with the affine transformation of this raster. Solved it for
my need. But curious to know if there is a standard or not in defining
affine transformation. Never faced this issue with other raster images.

Best,
Dammalapati Sai Krishna
https://d-saikrishna.github.io/

On Thu, Sep 7, 2023 at 8:05 PM Nikhil VJ  wrote:

> Hi Dammalapati,
>
> I had used imdlib python package a year back, but the data fetched using
> it was vector data, not raster. It had latitude, longitude, date and value
> of either rainfall in mm or temperature in degrees celsius. If you're
> fetching a dataset what is different from rainfall or temperature data,
> then pls specify.
>
> Here's a few lines of code that fetches the yearly data of 1 year,
> converts it to a simpler flat table in pandas dataframe and saves to CSV
> file:
>
> imdlib.get_data('rain', 2000, 2000, 'yearwise')
> rain1 = imdlib.open_data('rain', 2000, 2000,
> 'yearwise').get_xarray().to_dataframe()
> rain1.to_csv('rain1.csv')
>
> Have shared my script here:
> https://github.com/answerquest/IMD-grid-data-work/blob/main/imd_grid_import/imd_import.py
>
> Note: there were junk data placeholders for indicating null value (ie, no
> value available for that location and year). Temperature: >99, Rainfall: <
> -100 .
>
> --
> Cheers,
> Nikhil VJ
> https://nikhilvj.co.in
>
>
> On Thu, Sep 7, 2023 at 4:28 PM Dammalapati Sai Krishna <
> saikrishnadammalap...@gmail.com> wrote:
>
>> Hi,
>>
>> This question is for people who have worked on Python's imdlib package.
>>
>> The rasters downloaded using imdlib has the following affine
>> transformation:
>> | 0.25, 0.00, 66.38|
>> | 0.00, *0.25*, *6.38*|
>> | 0.00, 0.00, 1.00|
>>
>> If I'm not wrong, the general standard is to define the pixel height in
>> negative with top-left bounding box coordinates as X,Y. At least, the
>> images downloaded from GEE follow that format.
>>
>> But in the array above you can see (in bold blue) that the pixel height
>> is specified in the positive. And the bottom-left bounding box coordinates
>> are specified (bold red).
>>
>> The issue I faced with this is that when I try to calculate zonal
>> statistics using *rasterstats*, the positive height becomes a problem
>> (negative dimensions error). I changed the transformation matrix and
>> flipped the array to be able to run zonal stats.
>>
>> Want to know if there is a standard in defining affine transformation
>> matrix and if imdlib is not using that.
>>
>> Thanks!
>>
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[datameet] Issue on using imdlib package with rasterstats to calculate zonal statistics

[Dammalapati Sai Krishna]

Hi,

This question is for people who have worked on Python's imdlib package.

The rasters downloaded using imdlib has the following affine transformation:
| 0.25, 0.00, 66.38|
| 0.00, *0.25*, *6.38*|
| 0.00, 0.00, 1.00|

If I'm not wrong, the general standard is to define the pixel height in 
negative with top-left bounding box coordinates as X,Y. At least, the 
images downloaded from GEE follow that format.

But in the array above you can see (in bold blue) that the pixel height is 
specified in the positive. And the bottom-left bounding box coordinates are 
specified (bold red).

The issue I faced with this is that when I try to calculate zonal 
statistics using *rasterstats*, the positive height becomes a problem 
(negative dimensions error). I changed the transformation matrix and 
flipped the array to be able to run zonal stats.

Want to know if there is a standard in defining affine transformation 
matrix and if imdlib is not using that.

Thanks!

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Re: [datameet] Reverse Geocoding

[Dammalapati Sai Krishna]

Hey Shivangi,

I was thinking on creating an API for this. Let me know if you would be 
interested to work together on this! Or share if you get to know this service 
already exists :)

Regards,
Sai

Sent from my iPhone

> On 04-Oct-2022, at 11:47 AM, Shivangi Desai  wrote:
> 
> 
> Hey All,
> 
> Wanted to check with you all what is the general consensus on doing Reverse 
> Geocoding (for points in mostly rural parts of India)?
> 
> Should we create a self hosted geo server (which exposes REST API) to do 
> this? or 
> Is it better to use any already available and reliable online REST API 
> service?
> 
> We would need boundary hierarchy to be returned, i.e. State, District, Block, 
> Village/City etc.
> 
> Any recommendations?
> 
> Thanks & Regards,
> Shivangi
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[datameet] Open Data on State Capacity

[Dammalapati Sai Krishna]

Hello Datameet members,

I have been trying to put together data on *State Capacity*, especially at
the state-government level. The data on this is sparse, available across
multiple State Budgets, Pay Commission reports of various governments
etc.,.

As a preliminary datasheet I've created this Google Sheet - Link
<https://docs.google.com/spreadsheets/d/1pdigax9FmEYghC2drjPVRmR0BjgHoy1qsojtNuKtx5Y/edit?usp=sharing>
- which has the following data points:
1. Statewise police-public ratio.
2. Statewise Govt Allopathic Doctors.
3. Statewise Government servants strength.
4. International comparison of Wage Bill (as % of GDP)
5. International comparison of Wage Bill (as % of public expenditure)

The Sheet is open to comment to all to recieve feedback on any corrections
and new sources of data. Please reach out to me if anyone is interested in
further building this database.

Dammalapati Sai Krishna,
www.dsaikrishna.wordpress.com

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[datameet] Re: Residential houses, Apartment, Commercial and Malls in any AOI through OSM

[Dammalapati Sai Krishna]

Hi Ravi,
1. Use this link to extract the required data from OSM: 
http://overpass-turbo.eu/
2. You might have to understand what tags are used on OSM associated with 
the data you are interested with. This link should help you with 
discovering those tags: https://wiki.openstreetmap.org/wiki/Tags. Just 
search with natural language and you'll find a bunch of tags that you will 
have to use in the first link.
3. If you can code, then Overpass also has an API. This is a good 
introduction to how you can use this API to programatically extract data.

Hope it helps!

Regards,
Sai Krishna
On Thursday, July 14, 2022 at 10:53:00 AM UTC+5:30 rc wrote:

> Hi I need a help to extract number of 
> 1) Residential houses, 2) Apartments, 3) Commercial spaces (for offices) 
> and 4) Shopping Malls.
>
> This is required to estimate water consumption demand in any location.
>
> Any help would be appreciated.
>
> Thanks
> Ravi
>

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[datameet] Re: NEW DISTRICTS OF INDIA SHAPEFILE

[Dammalapati Sai Krishna]

Hello Guru Datta, Thank you very much for this effort!

Would you be able to share the source of this data? That would help us in 
using this data with proper quotes.

Also, as per the Local Government Directory  
there are 756 districts. Just want to bring it to your notice if you 
haven't come across this yet.

Thanks again!
Sai Krishna

On Tuesday, July 12, 2022 at 12:01:11 AM UTC+5:30 akula.g...@gmail.com 
wrote:

> Hi all,
>
> I have updated  INDIAN-DISTRICTS shapefile with all new districts even 
> including newly formed Andhra Pradesh districts counting  a total of 755 
> districts.
>
>
> https://github.com/datta07/INDIAN-SHAPEFILES/blob/master/INDIA/INDIA_DISTRICTS.geojson
>
> Regards,
> Akula Guru Datta
> akuladatta.github.io
>

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Re: [datameet] Need lat long of 7935 towns of India

[Dammalapati Sai Krishna]

I'm just curious, do you have the list of 7935 towns and cities? Seems an
easy task to get the geospatial coordinates if we have this list (Which
every e-commerce firm generally has, I assume).

Regards,
Sai Krishna.


On Fri, Jul 8, 2022 at 1:26 PM Deepak Sharda  wrote:

> Try geo sadak platform for habitation. You need to parse the information
> you require.
>
> On Fri, 8 Jul, 2022, 12:27 pm Ravi Chopra,  wrote:
>
>> Hi All,
>> I am looking for lat-long or point data of ~8000 cities/towns of India.
>>
>> Thanks and regards,
>> Ravi
>>
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>> 
>> .
>>
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> .
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Re: [datameet] Need temperature data district wise

[Dammalapati Sai Krishna]

The method to acquire this data and to aggregate it at district levels can be 
taken from here: 
https://github.com/d-saikrishna/GIS_RemoteSensing/blob/master/Covid_Env/Data%20Collection%20and%20Pre-Processing.ipynb

Let me know if you need more help. 

Sai Krishna

> On 08-Jul-2022, at 12:53 AM, Jayshree Dutta  wrote:
> 
> 
> Hello, I'm doing my Ph.D in Chennai and currently visiting researcher in 
> Austria. I need India's district wise data on Temperature (avg, or min -max), 
> humidity,  wind velocity and total sun shine hours. Can anyone help me 
> getting these datasets? Atleast any of them? Anytime after 2015 sound be 
> fine, and of course more recent the better! 
> 
> With regards
> Jay
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[datameet] Need block level maps - Rajasthan

[Dammalapati Sai Krishna]

Hi, 

Working on creating an School Education dashboard for Rajasthan 
Administrators. Currently made the district level dashboard, but block 
level will be more actionable. Any leads will be helpful :)

Regards, 
Sai Krishna Dammalapati

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Re: [datameet] Looking for local bodies and panchayat election data

[Dammalapati Sai Krishna]

I found similar data for Telangana in State Election Commission website.

Often the data is in PDFs, so you should be able to digitise it :)

Best,
Dammalapati Sai Krishna,
www.dsaikrishna.wordpress.com
*"He who has a why to live can live any how"*

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On Mon, Jul 12, 2021 at 9:32 AM Aryan Srivastava 
wrote:

> Hey all,
>
> I am looking for candidate data for local bodies and panchayat elections
> in Uttar Pradesh and Bihar (potentially other states). Does anyone know
> where I can obtain this data? Any pointers would be really appreciated!
>
> Thanks,
> Aryan :)
>
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Re: [datameet] Re: The Registrar of Societies

[Dammalapati Sai Krishna]

Sorry, I missed your message,

Here are the CSVs I have:
https://drive.google.com/drive/folders/1hJQ6ny0FhjaV0Ms_L5ORKmbzqlvDXcfE?usp=sharing

Dammalapati Sai Krishna,
www.dsaikrishna.wordpress.com
7981548365
*"He who has a why to live can live any how"*


On Tue, Jun 8, 2021 at 5:54 PM J M  wrote:

> Dammalapati,
> Great! Do you have a full csv file you can share?  Thanks!
> Justin
>
> On Tue, Jun 8, 2021 at 8:04 AM Dammalapati Sai Krishna <
> saikrishnadammalap...@gmail.com> wrote:
>
>> I have the company registrations on the MCA website - statewise and
>> monthly. If that helps.
>>
>> Dammalapati Sai Krishna,
>> www.dsaikrishna.wordpress.com
>> 7981548365
>> *"He who has a why to live can live any how"*
>>
>>
>> On Tue, Jun 8, 2021 at 6:50 AM Naveen Francis  wrote:
>>
>>> https://ngodarpan.gov.in/index.php/home/statewise
>>>
>>> On Monday, 7 June, 2021 at 10:32:15 pm UTC+5:30 Justin wrote:
>>>
>>>> Has anyone ever seen/ obtained a list of businesses / ngos from any
>>>> state's Registrar of Societies?
>>>>
>>>> Thanks!
>>>> Justin
>>>>
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Re: [datameet] Re: The Registrar of Societies

[Dammalapati Sai Krishna]

I have the company registrations on the MCA website - statewise and
monthly. If that helps.

Dammalapati Sai Krishna,
www.dsaikrishna.wordpress.com
7981548365
*"He who has a why to live can live any how"*


On Tue, Jun 8, 2021 at 6:50 AM Naveen Francis  wrote:

> https://ngodarpan.gov.in/index.php/home/statewise
>
> On Monday, 7 June, 2021 at 10:32:15 pm UTC+5:30 Justin wrote:
>
>> Has anyone ever seen/ obtained a list of businesses / ngos from any
>> state's Registrar of Societies?
>>
>> Thanks!
>> Justin
>>
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Re: [datameet] Soil Data_Telangana State_Reg

[Dammalapati Sai Krishna]

I don't have a shape file. But Kawa Space has an API for soil data -
Geo-Intelligence
APIs for AgriTech Product Managers | Kawa Space
<https://agriculture.kawa.space/?utm_source=linkedin_medium=post_campaign=GTM>

Let me know if that helps!

Best,
Dammalapati Sai Krishna,
www.dsaikrishna.wordpress.com
7981548365
*"He who has a why to live can live any how"*


On Mon, May 31, 2021 at 3:36 PM NARESH AADHI 
wrote:

> Dear All,
>
> Does any one have soil data(.shp) for the Telangana State, kindly share.
>
> With regards
> Aadhi
> Osmania University
>
>
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Re: [datameet] Extract district wise rainfall prediction data from NWP site

[Dammalapati Sai Krishna]

I wrote a Python code that does a similar web crawling -
WebScraping/WebCrawling_MissionAntyodaya.ipynb at master ·
d-saikrishna/WebScraping (github.com)
<https://github.com/d-saikrishna/WebScraping/blob/master/WebCrawling_MissionAntyodaya.ipynb>

You could be able to get what you want with minor changes to the code, let
me know if you need any help.

Regards,
Dammalapati Sai Krishna,
www.dsaikrishna.wordpress.com
7981548365


On Thu, May 27, 2021 at 3:32 AM a.ja...@gmail.com 
wrote:

> Hi,
>
> https://nwp.imd.gov.in/blf/blf_temp/
>
> In the link above, we can see the 5 days weather prediction by districts -
> however, there are a lot of clicks that are required to reach any one
> particular district. Please help in identifying a method to collate all
> India Rainfall data in a single table.
>
> Tried to use Octoparse - however, either I am using it incorrectly or else
> it doesn't work in this site. any other source of the same data is also
> welcome.
>
> regards,
> Abhishek
>
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[datameet] Mission Antyodaya 2020 Survey - GP Level Score Cards - WebCrawler.

[Dammalapati Sai Krishna]

Hello, data geeks,

I was working on a research project and required village level 
developmental indicators. I could not find  Mission Antyodaya 2020 
  Gram 
Panchayat score cards dataset, so I wrote a web-crawler that does the job. 
Sharing the code hoping it would be useful to other researchers - 
WebScraping/WebCrawling_MissionAntyodaya.ipynb 
at master · d-saikrishna/WebScraping (github.com) 


I wrote the code to extract data state-wise. One can easily change it to 
the All-India level if need be. 

Best, 
Sai Krishna


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Re: [datameet] Re: National Highway Network in India

[Dammalapati Sai Krishna]

@Naveen Francis, your approach works like a gem. Thank you very much.

Dammalapati Sai Krishna,
www.dsaikrishna.wordpress.com
7981548365


On Fri, Oct 23, 2020 at 9:00 AM Naveen Francis  wrote:

> Adding to @Arun and @Arjun
>
> State highways can be queried by http://overpass-turbo.eu/s/Zjr
>
> List of all highways in TN
> https://wiki.openstreetmap.org/wiki/Tamil_Nadu-NH
> https://wiki.openstreetmap.org/wiki/Tamil_Nadu-SH (cleanup has not
> started)
>
> Thanks,
> naveenpf
>
>
> On Thursday, 22 October, 2020 at 7:25:01 pm UTC+5:30 arka...@gmail.com
> wrote:
>
>> Hi Krishna,
>>
>> Thanks to Openstreetmap Volunteers and overpass turbo. You can download
>> the highway vector files in geojson from here (
>> https://overpass-turbo.eu/s/ZiR) and then convert it to shp using qgis
>> or any other tool.
>>
>> On Thu, 22 Oct 2020 at 18:48, Dammalapati Sai Krishna <
>> saikrishna...@gmail.com> wrote:
>>
>>> Hello everyone,
>>>
>>> I am working on a research project and I need Tamil Nadu Highway
>>> shapefile. Can any one give me few leads to a data source?
>>>
>>> Thanks much!
>>>
>>> Regards,
>>> Sai
>>>
>>> On Tuesday, May 12, 2020 at 10:57:12 AM UTC+5:30 sunilp...@gmail.com
>>> wrote:
>>>
>>>> The information under the link
>>>> http://tis.nhai.gov.in/tollplazasataglance?language=en# is not an
>>>> updated one, I understand
>>>> Sunil
>>>>
>>>> On Sun, May 10, 2020 at 12:32 PM sumit mishra 
>>>> wrote:
>>>>
>>>>> Hi,
>>>>>
>>>>> I am analyzing PCU/day for different toll plaza in India. For that i
>>>>> need number of lane available on toll plazas. The above link is not
>>>>> working. Also I tried this- https://nhai.ncog.gov.in/login but it is
>>>>> asking for login. Any suggestions on how to access lane specific data.
>>>>>
>>>>> Some toll plaza specific data is available at-
>>>>> http://tis.nhai.gov.in/tollplazasataglance?language=en#
>>>>>
>>>>> Thanks and regards
>>>>> Sumit Mishra
>>>>>
>>>>> On Sunday, February 4, 2018 at 11:16:21 PM UTC-8, Naveen Francis wrote:
>>>>>>
>>>>>>
>>>>>> NCOG has created new updated maps for our National Highways.
>>>>>> https://ncog.gov.in/NHAI/admin/gisModulePublicWeb?uname=user
>>>>>>
>>>>>> It includes Bharatmala Corridors, NHAI projects, NHDCL projects, In
>>>>>> principle approved NHs.
>>>>>>
>>>>>>
>>>>>> Thanks,
>>>>>> naveenpf
>>>>>>
>>>>> --
>>>>>
>>>> Datameet is a community of Data Science enthusiasts in India. Know more
>>>>> about us by visiting http://datameet.org
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>>>>>
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>>>>> To view this discussion on the web visit
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>>>>> .
>>>>>
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>>>
>>
>>
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>> *ark Arjun*
>> arkives.in
>>
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Re: [datameet] Re: National Highway Network in India

[Dammalapati Sai Krishna]

Hello everyone, 

I am working on a research project and I need Tamil Nadu Highway shapefile. 
Can any one give me few leads to a data source?

Thanks much!

Regards, 
Sai

On Tuesday, May 12, 2020 at 10:57:12 AM UTC+5:30 sunilp...@gmail.com wrote:

> The information under the link 
> http://tis.nhai.gov.in/tollplazasataglance?language=en# is not an updated 
> one, I understand
> Sunil
>
> On Sun, May 10, 2020 at 12:32 PM sumit mishra  
> wrote:
>
>> Hi,
>>
>> I am analyzing PCU/day for different toll plaza in India. For that i need 
>> number of lane available on toll plazas. The above link is not working. 
>> Also I tried this- https://nhai.ncog.gov.in/login but it is asking for 
>> login. Any suggestions on how to access lane specific data. 
>>
>> Some toll plaza specific data is available at- 
>> http://tis.nhai.gov.in/tollplazasataglance?language=en#
>>
>> Thanks and regards
>> Sumit Mishra
>>
>> On Sunday, February 4, 2018 at 11:16:21 PM UTC-8, Naveen Francis wrote:
>>>
>>>
>>> NCOG has created new updated maps for our National Highways. 
>>> https://ncog.gov.in/NHAI/admin/gisModulePublicWeb?uname=user
>>>
>>> It includes Bharatmala Corridors, NHAI projects, NHDCL projects, In 
>>> principle approved NHs. 
>>>
>>>
>>> Thanks,
>>> naveenpf
>>>
>> -- 
>>
> Datameet is a community of Data Science enthusiasts in India. Know more 
>> about us by visiting http://datameet.org
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>>
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>> https://groups.google.com/d/msgid/datameet/30d43e96-7688-4f20-ae49-deda8a9d0687%40googlegroups.com
>>  
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