Hi Folks,

TL;DR : Exciting data challenges at bottom!

[image: payanam-map.jpg]

Following up here after a lot has happened!

We've done quite a bit of mapping and are at a point now where the 
remaining unmapped portions can use some attention from people who know 
Hyderabad like the back of their hand.

So reaching out to such folks: Inviting you to review the routes on our 
work-site: https://server.nikhilvj.co.in/payanam/ .

There's a bunch of pages - please use the top menu to navigate. (and please 
see the site from a wide screen and not a cell phone! It's a work-site! :P 
). I won't get into explaining it all here but will advise the curious to 
play around like a naughty kid and click everything once or twice before 
reaching back with queries.

If you know where some of these missing stops are supposed to be, or if a 
route has something entered wrong, then please let me know.  Do check out 
the Map page where you can have a birds-eye view. You can contact me on 
nikhil.js [at] gmail.com or 9665831250.

-----------------

DATA CHALLENGES

We have some exciting challenges for the data, programming and GIS whizzes 
out there (no need to be from Hyd for this):

- Visualize our metrics over time 
: https://server.nikhilvj.co.in/payanam/reports/stats.json : snazziest one 
gets officially embedded and featured, and don't give me simple stuff : I did 
that already 
<https://docs.google.com/spreadsheets/d/e/2PACX-1vRyx0IoaHg_taQ_-dZIdmGsGYjUpXHK05axp4m1xLe1il0eoQ7ruaPEm3Z5gmxeOaOQIoOU3aZ3o73Q/pubchart?oid=530185159&format=interactive>
.

- Find common patterns: If each trip is represented as a word/string with 
each unique stop being three letters (26^3 - who knew you could encode so 
much in 3 letters!), then can you detect the common substrings? Data: 
https://server.nikhilvj.co.in/payanam/reports/route_patterns.csv
Expanding on this a bit: We want to know which routes have A > B > C > D 
pattern in common, in that order and not jumbled up. And don't bother with 
permutations-combinations : I ran a script doing that for 11 days straight 
on a server and didn't get far because there's gazillions of common 
patterns in 4000+ stops!

- Detect all clusters of stops from a large data-bank that are located just 
X meters from each other. (contact for getting set up with the data)

- Given a route of stops and a data-bank of existing stops, find the stops 
that might also be on that route. (contact for getting set up with the data)

- Generate on-road paths of the routes using the stops as waypoints. The 
resulting data must be copyright-free. (contact for getting set up with the 
data)

---------

PS: For those reading this thread first time : This is a joint project by 
World Resources Institute and Telangana Open Data Portal - interns may 
apply for any of the above mentioned tasks, but note that it'll be in this 
"just take it and do it" challenge format and not spoon-feeding / teaching 
format (Dude if I already knew, I'd finish this stuff myself!)


Regards
Nikhil VJ, Pune, India



On Sunday, January 6, 2019 at 10:13:14 AM UTC+5:30, Nikhil VJ wrote:
>
> Hi Friends, 
>
> We had a great mapping session yesterday. Most valuable was the tacit 
> local information of the participants.
> We're changing venue and timings today :
>
> 6th Jan : continuation of Hyderabad Bus Routes mapping and discussion 
> about project
> 3rd Floor, Abhyaas (opp JNTU gate, behind ICICI bank)
> 1pm to 6pm (break around 3pm)
>
>
> Regards
> Nikhil VJ
>
> On Friday, January 4, 2019 at 3:27:32 PM UTC+5:30, Nikhil VJ wrote:
>>
>> 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.
>>
>>
>> <https://i.imgur.com/7dvSfIt.jpg>
>>
>> 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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