Re: [datameet] Administrative offices in West Bengal

2019-01-04 Thread Nikhil VJ
Hi Rajesh,

How about organizing a mapping event for WB to get people together and map
on OSM the various things you're requesting here? It seems like a
comprehensive project where you're gathering various geospatial information
about West Bengal. It's a pretty solid mandate for organising a mapping
event. If your institution can give out participation certificates to
mappers then excellent. At SOTM Asia even we saw amazing presentations of
exactly the kind of mapping project you're doing from all over Asia. In
fact there's an active project going on right now in a village panchayat in
Kerala where they're mapping *everything* and putting it all on OSM.

Also, seeing that you've posted quite some times along the same pattern, by
now you should learn how to find these tags and run the basic overpass
queries yourself, and show us what you've found along with your question so
that we can have a head start. Also it would be great to list down research
already done by you and sources already checked out. This is in fact
insisted upon in forums like stackoverflow and I've learned the biggest
benefit of it is that when I lay it all out in precise words I many times
end up spotting one thing I didn't check yet and finding the answer :) . If
you can bring others on the same page, someone might be able to point out
another angle, and next time someone else looking here for the same thing
will thank you for your prior research.

A good way to start is : web-search for : "OSM Wiki __" (fill in the
blanks with whatever it is you want to find)
You will find the right tag, like "amenity=school" for instance.

Then, go on https://overpass-turbo.eu ,
Move the map to your focus region, click "Wizard" button and type in
"amenity=school" and that should set you up.
To save your query, click the "Share" button and copy and save the link.
To learn more about using Overpass, again "OSM Wiki _" should show you
the way.


Just sharing because this is exactly the way I learned when I was working
on a project for Pune budget analysis and didn't know anything about OSM at
the time.

--
Cheers,
Nikhil VJ, Pune, India
http://nikhilvj.co.in


On Fri, Jan 4, 2019 at 7:03 PM Arun Ganesh  wrote:

>
>
> On Fri, Jan 4, 2019 at 5:46 PM rajesh kumar 
> wrote:
>
>> Hi,
>>
>> I want to map all the Administrative offices in west bengal (Block
>> Development Office, Sub-Divisional Office, & District HQ).
>>
>> Can any one please help.
>>
>>
> This is an ideal project to use OpenStreetMap for. Existing data seems
> pretty poor: http://overpass-turbo.eu/s/EXQ
>
> To make it easy to crowdsource, it would be useful if we could start with
> a tabular list of offices and their address. This would make it easier to
> track progress and distribute the task.
>
> --
> Datameet is a community of Data Science enthusiasts in India. Know more
> about us by visiting http://datameet.org
> ---
> You received this message because you are subscribed to the Google Groups
> "datameet" group.
> To unsubscribe from this group and stop receiving emails from it, send an
> email to datameet+unsubscr...@googlegroups.com.
> For more options, visit https://groups.google.com/d/optout.
>

-- 
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us by visiting http://datameet.org
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Re: [datameet] Data of Indian Railways

2019-01-04 Thread Srihari Thalla
Thanks for the mention Arun!

I have now updated the crawler - removing tabs, unwanted newlines, leading
and trailing spaces in the data columns.

Here is the latest links to download:
JSON:
https://api.apify.com/v1/execs/7t9roKQ9yp6T8ZnpR/results?format=json=1=1
CSV:
https://api.apify.com/v1/execs/7t9roKQ9yp6T8ZnpR/results?format=csv=1=1

Hope this helps!

@Jasvinder I think one solution to extract locations for the stations is
via Overpass using the station codes and combining them to the spreadsheet.

-- Srihari


On Fri, 4 Jan 2019 at 12:43, Jasvinder Singh 
wrote:

> Dear Arun,
> Exactly the type of simple data sheet that newbies can understand. However
> how location (Coordinates) is linked in this file?
>
> On Fri, Jan 4, 2019 at 12:11 PM Arun Ganesh  wrote:
>
>> Spreadsheet if anyone wants to explore:
>> https://docs.google.com/spreadsheets/d/1AFwl_5cB9qD39VWNox1LoeL3tGaGB22f7p4vc7IyMqY/edit#gid=0
>>
>> There are 16,770 station entries of which 11,660 seem to be currently
>> operational according to the expiry date of 2999.
>>
>> Filtering out goods stations, there are 9835 entries. This still seems to
>> include a few yards and cabins that are not legitimate stations. Also
>> noticed quite a few spelling and formatting issues in the names. The
>> station codes look correct. Some amount of manual cleanup is needed on this
>> list.
>>
>> The official number of stations according to IR is 7349 stations (as of
>> 2017)
>> 
>> and 1817 halts/block huts (2013)
>> .
>>
>>
>> On Fri, Jan 4, 2019 at 11:53 AM Arun Ganesh  wrote:
>>
>>> Beauty of the internet, crawler got done by Srihari:
>>> https://twitter.com/sriharithalla/status/1080801313707896837
>>>
>>> JSON data:
>>> https://api.apify.com/v1/execs/TsBwnYutP5u9FCKp5/results?format=json=1
>>>
>>> I'm in the process of doing a little bit of cleanup using openrefine and
>>> will share on a spreadsheet.
>>>
>>> On Fri, Jan 4, 2019 at 10:01 AM Jasvinder Singh <
>>> jasvinsinghre...@gmail.com> wrote:
>>>
 Dear All,

 Not all the members are familiar with intricacies of the data
 collection for such projects. Since this seems to be a crowd sourcing
 endeavour, I suggest that the basic data collection protocol be enumerated
 for newbies so that they can also contribute data which can then be put in
 proper format by professionals.

 Regards,

 Jasvinder Singh

 On Tue, Dec 25, 2018 at 10:32 AM Nikhil VJ  wrote:

> Hi folks,
>
> There's a project afoot in the OpenStreetMap and Wikidata communities
> to get together Indian Railways data.
>
> One major part of it: Properly mapping all the railway stations of
> India, and ensuring they have wikidata entries.
>
> Here's a wiki page set up for it:
> https://www.wikidata.org/wiki/Wikidata:WikiProject_Indian_Railways
>
> I'm cross-posting from OpenStreetMap India Telegram
>  group:
>
> (Arun Ganesh): There seems to be around 7000 stations located. There
> still ~1.5k missing. A lot more need names, refs and wikidata links.
> Overpass: *http://overpass-turbo.eu/s/EC4
> *
>
>
> (Srihari Thalla) : Last year I created two MapRoulette Challenges to
> tag station codes and add Wiki tags
> *https://maproulette.org/mr3/challenge/2403
> *
> *https://maproulette.org/mr3/challenge/2404
> *
>
> 
>
> The overpass query above queries the whole country and may be slow or
> timeout. I adapted the query to work only on the map area being
> viewed, so you can zoom into smaller regions. And changed a few things,
> included a legend in the comments to explain.
>
> *https://overpass-turbo.eu/s/EL9 *
>
>
> Want to get involved? Engage here.
>
>
>
> Regards
>
> Nikhil VJ
>
> Pune, India
>
>
> PS: Posting on an older thread from '15 that had the perfect subject
> line - didn't want to create yet another new thread. Pro tip: Use 
> Datameet from
> google groups  -
> its more fun and you can find stuff that was posted long before you 
> joined.
>
> --
> Datameet is a community of Data Science enthusiasts in India. Know
> more about us by visiting http://datameet.org
> ---
> You received this message because you are subscribed to the Google
> Groups "datameet" group.
> To unsubscribe from this group and stop receiving emails from it, send
> an email to 

Re: [datameet] Data of Indian Railways

2019-01-04 Thread Srihari Thalla
Hi Sajjad,

I recently noticed that station codes from Datameet railways is used to
update Wikidata pages for the stations. Would it be possible to update the
repo in reverse as well, with the Arun's spreadsheet?

-- Srihari


On Fri, 4 Jan 2019 at 15:58, Sajjad Anwar  wrote:

> Hi!
>
> There are some ~8900 station coordinates that we scraped a while ago here
> https://github.com/datameet/railways
> Most of these have station codes so if we want to match with the list Arun
> generated we could do it. And then run another round of manual geocoding.
>
> Cheers,
> Sajjad
>
> On Fri, Jan 4, 2019 at 3:51 PM Nikhil VJ  wrote:
>
>> Hi,
>>
>> If there's interest I can set up a mapping interface to crowdsource
>> lat-longs. Along the lines of this: https://fuzzymapper.herokuapp.com/
>> But I would take a week to set up so tell. Though it would be best to get
>> existing lat-long sets with the official station code and import them in,
>> this can help cover the laggards.
>>
>>
>> Also, if collective work on OpenRefine is required then I can help set it
>> up on cloud and keep protected edit access. That won't take more time.
>>
>>
>> Regards
>> Nikhil VJ, Pune
>>
>>
>> On Friday, January 4, 2019 at 12:43:17 PM UTC+5:30, Jasvinder Singh wrote:
>>>
>>> Dear Arun,
>>> Exactly the type of simple data sheet that newbies can understand.
>>> However how location (Coordinates) is linked in this file?
>>>
>>> On Fri, Jan 4, 2019 at 12:11 PM Arun Ganesh  wrote:
>>>
 Spreadsheet if anyone wants to explore:
 https://docs.google.com/spreadsheets/d/1AFwl_5cB9qD39VWNox1LoeL3tGaGB22f7p4vc7IyMqY/edit#gid=0

 There are 16,770 station entries of which 11,660 seem to be currently
 operational according to the expiry date of 2999.

 Filtering out goods stations, there are 9835 entries. This still seems
 to include a few yards and cabins that are not legitimate stations. Also
 noticed quite a few spelling and formatting issues in the names. The
 station codes look correct. Some amount of manual cleanup is needed on this
 list.

 The official number of stations according to IR is 7349 stations (as
 of 2017)
 
 and 1817 halts/block huts (2013)
 .


 On Fri, Jan 4, 2019 at 11:53 AM Arun Ganesh  wrote:

> Beauty of the internet, crawler got done by Srihari:
> https://twitter.com/sriharithalla/status/1080801313707896837
>
> JSON data:
> https://api.apify.com/v1/execs/TsBwnYutP5u9FCKp5/results?format=json=1
>
> I'm in the process of doing a little bit of cleanup using openrefine
> and will share on a spreadsheet.
>
> On Fri, Jan 4, 2019 at 10:01 AM Jasvinder Singh 
> wrote:
>
>> Dear All,
>>
>> Not all the members are familiar with intricacies of the data
>> collection for such projects. Since this seems to be a crowd sourcing
>> endeavour, I suggest that the basic data collection protocol be 
>> enumerated
>> for newbies so that they can also contribute data which can then be put 
>> in
>> proper format by professionals.
>>
>> Regards,
>>
>> Jasvinder Singh
>>
>> On Tue, Dec 25, 2018 at 10:32 AM Nikhil VJ  wrote:
>>
>>> Hi folks,
>>>
>>> There's a project afoot in the OpenStreetMap and Wikidata
>>> communities to get together Indian Railways data.
>>>
>>> One major part of it: Properly mapping all the railway stations of
>>> India, and ensuring they have wikidata entries.
>>>
>>> Here's a wiki page set up for it:
>>> https://www.wikidata.org/wiki/Wikidata:WikiProject_Indian_Railways
>>>
>>> I'm cross-posting from OpenStreetMap India Telegram
>>>  group:
>>>
>>> (Arun Ganesh): There seems to be around 7000 stations located. There
>>> still ~1.5k missing. A lot more need names, refs and wikidata links.
>>> Overpass: *http://overpass-turbo.eu/s/EC4
>>> *
>>>
>>>
>>> (Srihari Thalla) : Last year I created two MapRoulette Challenges to
>>> tag station codes and add Wiki tags
>>> *https://maproulette.org/mr3/challenge/2403
>>> *
>>> *https://maproulette.org/mr3/challenge/2404
>>> *
>>>
>>> 
>>>
>>> The overpass query above queries the whole country and may be slow
>>> or timeout. I adapted the query to work only on the map area being
>>> viewed, so you can zoom into smaller regions. And changed a few things,
>>> included a legend in the comments to explain.
>>>
>>> *https://overpass-turbo.eu/s/EL9 *

Re: [datameet] Administrative offices in West Bengal

2019-01-04 Thread Arun Ganesh
On Fri, Jan 4, 2019 at 5:46 PM rajesh kumar  wrote:

> Hi,
>
> I want to map all the Administrative offices in west bengal (Block
> Development Office, Sub-Divisional Office, & District HQ).
>
> Can any one please help.
>
>
This is an ideal project to use OpenStreetMap for. Existing data seems
pretty poor: http://overpass-turbo.eu/s/EXQ

To make it easy to crowdsource, it would be useful if we could start with a
tabular list of offices and their address. This would make it easier to
track progress and distribute the task.

-- 
Datameet is a community of Data Science enthusiasts in India. Know more about 
us by visiting http://datameet.org
--- 
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Re: [datameet] Bridges and culverts of west bengal

2019-01-04 Thread Arun Ganesh
OSM shapefiles of all roads in India are available here
http://download.geofabrik.de/asia/india.html

-- 
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us by visiting http://datameet.org
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[datameet] Re: 2018 India Village GIS Data Project

2019-01-04 Thread Dhaval Shukla
Hey

Naraina had done something with Gujarat district and village shape files 
some time ago, but for the life of me I am not able to find it on this 
group today. I downloaded it at the time about a week ago.

This village and district data hasn't been uploaded to the datameet github 
nor yours.

Naraina, I wanted to know if there is a reason why. It is most accurate I 
have found of Gujarat till date (although there are some errors). 




On Wednesday, 21 March 2018 20:04:16 UTC+5:30, Justin wrote:
>
> I plan on trying to update individual states to 2018 standards/ amounts/ 
> etc. I know this is a crazy idea, but I am going to start.
>
> I have started with Goa, it has been a challenge. I thought I was going to 
> finish over two weeks ago, but just haven't had time and have been doing 
> more tracing of villages that what I thought I was going to have to do.
>
> I am trying to align amounts with http://lgdirectory.gov.in/ and 
> http://nlrmp.nic.in/faces/masterReport/masterReport.xhtml
>
> Sometimes these may disagree and may be missing towns, but I am trying to 
> make sure I account for those somehow. Once I finish, I will upload hoping 
> for feedback as per what I did wrong, am missing, or anything else.
>
> I think a state-by-state way is the only way to successfully do this. 
> Trying to do all 6-8 lakh would be a nightmare, so breaking it down to 
> several hundred - a few thousand would be easiest and manageable.
>
> Please let me know if you would like to help, start mapping a state, or 
> give any feedback, ideas, data, solutions, etc.
>
> Thank you all so much!
>
> Justin
>

-- 
Datameet is a community of Data Science enthusiasts in India. Know more about 
us by visiting http://datameet.org
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Re: [datameet] Data of Indian Railways

2019-01-04 Thread Nikhil VJ
Hi, 

If there's interest I can set up a mapping interface to crowdsource 
lat-longs. Along the lines of this: https://fuzzymapper.herokuapp.com/ 
But I would take a week to set up so tell. Though it would be best to get 
existing lat-long sets with the official station code and import them in, 
this can help cover the laggards.


Also, if collective work on OpenRefine is required then I can help set it 
up on cloud and keep protected edit access. That won't take more time.


Regards
Nikhil VJ, Pune


On Friday, January 4, 2019 at 12:43:17 PM UTC+5:30, Jasvinder Singh wrote:
>
> Dear Arun,
> Exactly the type of simple data sheet that newbies can understand. However 
> how location (Coordinates) is linked in this file?
>
> On Fri, Jan 4, 2019 at 12:11 PM Arun Ganesh  > wrote:
>
>> Spreadsheet if anyone wants to explore: 
>> https://docs.google.com/spreadsheets/d/1AFwl_5cB9qD39VWNox1LoeL3tGaGB22f7p4vc7IyMqY/edit#gid=0
>>
>> There are 16,770 station entries of which 11,660 seem to be currently 
>> operational according to the expiry date of 2999. 
>>
>> Filtering out goods stations, there are 9835 entries. This still seems to 
>> include a few yards and cabins that are not legitimate stations. Also 
>> noticed quite a few spelling and formatting issues in the names. The 
>> station codes look correct. Some amount of manual cleanup is needed on this 
>> list. 
>>
>> The official number of stations according to IR is 7349 stations (as of 
>> 2017) 
>> 
>> and 1817 halts/block huts (2013) 
>> .
>>  
>>  
>>
>> On Fri, Jan 4, 2019 at 11:53 AM Arun Ganesh > > wrote:
>>
>>> Beauty of the internet, crawler got done by Srihari: 
>>> https://twitter.com/sriharithalla/status/1080801313707896837
>>>
>>> JSON data: 
>>> https://api.apify.com/v1/execs/TsBwnYutP5u9FCKp5/results?format=json=1
>>>
>>> I'm in the process of doing a little bit of cleanup using openrefine and 
>>> will share on a spreadsheet.
>>>
>>> On Fri, Jan 4, 2019 at 10:01 AM Jasvinder Singh >> > wrote:
>>>
 Dear All,

 Not all the members are familiar with intricacies of the data 
 collection for such projects. Since this seems to be a crowd sourcing 
 endeavour, I suggest that the basic data collection protocol be enumerated 
 for newbies so that they can also contribute data which can then be put in 
 proper format by professionals. 

 Regards,

 Jasvinder Singh

 On Tue, Dec 25, 2018 at 10:32 AM Nikhil VJ >>> > wrote:

> Hi folks,
>
> There's a project afoot in the OpenStreetMap and Wikidata communities 
> to get together Indian Railways data.
>
> One major part of it: Properly mapping all the railway stations of 
> India, and ensuring they have wikidata entries.
>
> Here's a wiki page set up for it: 
> https://www.wikidata.org/wiki/Wikidata:WikiProject_Indian_Railways 
>
> I'm cross-posting from OpenStreetMap India Telegram 
>  group:
>
> (Arun Ganesh): There seems to be around 7000 stations located. There 
> still ~1.5k missing. A lot more need names, refs and wikidata links. 
> Overpass: *http://overpass-turbo.eu/s/EC4 
> *
>
>
> (Srihari Thalla) : Last year I created two MapRoulette Challenges to 
> tag station codes and add Wiki tags
> *https://maproulette.org/mr3/challenge/2403 
> *
> *https://maproulette.org/mr3/challenge/2404 
> *
>
> 
>
> The overpass query above queries the whole country and may be slow or 
> timeout. I adapted the query to work only on the map area being 
> viewed, so you can zoom into smaller regions. And changed a few things, 
> included a legend in the comments to explain. 
>
> *https://overpass-turbo.eu/s/EL9 *
>
>
> Want to get involved? Engage here.
>
>
>
> Regards
>
> Nikhil VJ
>
> Pune, India
>
>
> PS: Posting on an older thread from '15 that had the perfect subject 
> line - didn't want to create yet another new thread. Pro tip: Use 
> Datameet from 
> google groups  - 
> its more fun and you can find stuff that was posted long before you 
> joined.
>
> -- 
> Datameet is a community of Data Science enthusiasts in India. Know 
> more about us by visiting http://datameet.org
> --- 
> You received this message because you are subscribed to the Google 
> Groups "datameet" group.
> To unsubscribe from this group and stop receiving emails from it, send 

Re: [datameet] Data of Indian Railways

2019-01-04 Thread Sajjad Anwar
Hi!

There are some ~8900 station coordinates that we scraped a while ago here
https://github.com/datameet/railways
Most of these have station codes so if we want to match with the list Arun
generated we could do it. And then run another round of manual geocoding.

Cheers,
Sajjad

On Fri, Jan 4, 2019 at 3:51 PM Nikhil VJ  wrote:

> Hi,
>
> If there's interest I can set up a mapping interface to crowdsource
> lat-longs. Along the lines of this: https://fuzzymapper.herokuapp.com/
> But I would take a week to set up so tell. Though it would be best to get
> existing lat-long sets with the official station code and import them in,
> this can help cover the laggards.
>
>
> Also, if collective work on OpenRefine is required then I can help set it
> up on cloud and keep protected edit access. That won't take more time.
>
>
> Regards
> Nikhil VJ, Pune
>
>
> On Friday, January 4, 2019 at 12:43:17 PM UTC+5:30, Jasvinder Singh wrote:
>>
>> Dear Arun,
>> Exactly the type of simple data sheet that newbies can understand.
>> However how location (Coordinates) is linked in this file?
>>
>> On Fri, Jan 4, 2019 at 12:11 PM Arun Ganesh  wrote:
>>
>>> Spreadsheet if anyone wants to explore:
>>> https://docs.google.com/spreadsheets/d/1AFwl_5cB9qD39VWNox1LoeL3tGaGB22f7p4vc7IyMqY/edit#gid=0
>>>
>>> There are 16,770 station entries of which 11,660 seem to be currently
>>> operational according to the expiry date of 2999.
>>>
>>> Filtering out goods stations, there are 9835 entries. This still seems
>>> to include a few yards and cabins that are not legitimate stations. Also
>>> noticed quite a few spelling and formatting issues in the names. The
>>> station codes look correct. Some amount of manual cleanup is needed on this
>>> list.
>>>
>>> The official number of stations according to IR is 7349 stations (as of
>>> 2017)
>>> 
>>> and 1817 halts/block huts (2013)
>>> .
>>>
>>>
>>> On Fri, Jan 4, 2019 at 11:53 AM Arun Ganesh  wrote:
>>>
 Beauty of the internet, crawler got done by Srihari:
 https://twitter.com/sriharithalla/status/1080801313707896837

 JSON data:
 https://api.apify.com/v1/execs/TsBwnYutP5u9FCKp5/results?format=json=1

 I'm in the process of doing a little bit of cleanup using openrefine
 and will share on a spreadsheet.

 On Fri, Jan 4, 2019 at 10:01 AM Jasvinder Singh 
 wrote:

> Dear All,
>
> Not all the members are familiar with intricacies of the data
> collection for such projects. Since this seems to be a crowd sourcing
> endeavour, I suggest that the basic data collection protocol be enumerated
> for newbies so that they can also contribute data which can then be put in
> proper format by professionals.
>
> Regards,
>
> Jasvinder Singh
>
> On Tue, Dec 25, 2018 at 10:32 AM Nikhil VJ  wrote:
>
>> Hi folks,
>>
>> There's a project afoot in the OpenStreetMap and Wikidata communities
>> to get together Indian Railways data.
>>
>> One major part of it: Properly mapping all the railway stations of
>> India, and ensuring they have wikidata entries.
>>
>> Here's a wiki page set up for it:
>> https://www.wikidata.org/wiki/Wikidata:WikiProject_Indian_Railways
>>
>> I'm cross-posting from OpenStreetMap India Telegram
>>  group:
>>
>> (Arun Ganesh): There seems to be around 7000 stations located. There
>> still ~1.5k missing. A lot more need names, refs and wikidata links.
>> Overpass: *http://overpass-turbo.eu/s/EC4
>> *
>>
>>
>> (Srihari Thalla) : Last year I created two MapRoulette Challenges to
>> tag station codes and add Wiki tags
>> *https://maproulette.org/mr3/challenge/2403
>> *
>> *https://maproulette.org/mr3/challenge/2404
>> *
>>
>> 
>>
>> The overpass query above queries the whole country and may be slow or
>> timeout. I adapted the query to work only on the map area being
>> viewed, so you can zoom into smaller regions. And changed a few things,
>> included a legend in the comments to explain.
>>
>> *https://overpass-turbo.eu/s/EL9 *
>>
>>
>> Want to get involved? Engage here.
>>
>>
>>
>> Regards
>>
>> Nikhil VJ
>>
>> Pune, India
>>
>>
>> PS: Posting on an older thread from '15 that had the perfect subject
>> line - didn't want to create yet another new thread. Pro tip: Use 
>> Datameet from
>> google groups  -
>> its more fun 

Re: [datameet] Mapping of Hyderabad Bus Stops and Routes

2019-01-04 Thread Nikhil VJ
Hi Folks,

Apologies for the late post, but please share this with your friends in 
Hyderabad. We're conducting a Mapathon for mapping Hyderabad's Bus Routes.

5th, 6th Jan 2019, JNTU College, 10am to 6pm. Participants can also come on 
just one of the days.




Direct link to poster: https://i.imgur.com/7dvSfIt.jpg


Regards
Nikhil VJ, Pune, India


On Tuesday, December 11, 2018 at 4:39:34 PM UTC+5:30, Nikhil VJ wrote:
>
> Hi Srihari,
>
> Session was good! Our main purpose was to announce about the project and 
> invite the larger GIS community in Hyderabad to come in and get involved, 
> share ideas or even take up some tasks if they feel inclined. So that 
> invite remains open - pls contact me on me [at] nikhilvj.co.in if anyone 
> wants to get involved and is ready for grunt work (I prefer Hyderabad-based 
> folks because you'll need to know those places, but there are opportunities 
> for folks outside too).
>
> I'm very excited about the possibility of detecting common patterns 
> between the routes, suggested by one of the participants whose group works 
> with Random Forest. If we can bring common pattern detection and editing to 
> routes management it'll mean a major time-saving in editing routes. 
> (Example use case: one more stop is added between two existing ones. The 
> change should get rippled across all the routes/trips that ply there.)
>
> I've copied links gathered at the session and written some detailed 
> explanations on this swecha forum post (finally seeing a discourse forum 
> that's India-specific), will follow up over there with more stuff so follow 
> it there. The data entry and route mapping apps we've developed can be 
> applied to other places too. I haven't published their code yet, hope to do 
> so soon.
>
>
> https://discuss.swecha.org/t/9-dec-18-session-on-bus-routes-mapping-project-for-hyderabad/218
>
>
> Regards
> Nikhil VJ
> Pune, India
>
>

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