OpenCity-Sprint-2018

About OpenCity

OpenCity is an Urban Data Portal - A collaboration between Oorvani Foundation and DataMeet.

To compute livability index of cities at neighbourhood level. Refer to wiki for more details

To Scrape/collect the data from sources like
- OpenStreetMap
- Indian Data Portal (data.gov.in)
- BMTC
- OpenBudgetsIndia
- OpenAQ
Collate multiple data sources
Data Cleaning
Map data points to wards of Bengaluru
Model and setup Data Pipeline that could scrap, collate, clean and map all the data sources on a timely manner

Data Design
- See how effectively various indicators can be packed for end users
Visual Design and Data Visualization
- To model and implement an interface for various stakeholders (Citizen, Government officials, Journalists etc..) to select, prioritize and visualize indicators.

Data Analysis
- Assess various datasets scraped and standradize the indicators.
Model data points to measurable indicators
- Reachability
  - Create a model a way to compute rechability of various wards based on various transport data points
- Civic participatiion
  - Create a model to calculate citizen participation basedon various data points (Complaints raised in platforms like Sahay, ICMCetc.. voter turnout in electins etc..)
- Environment
  - Create a model to compute green cover of areas bases on trees, parks, air pollution, water pollution etc...
- Safety
  - Create a model to calulate the safety of an area based on data points like street light cover, police stations etc...
Model Livability index
- Given all the datapoints, model a way to compute livability index at ward level of a particular city (Bengaluru)