23
How the NYC Data Analytics Team Responded to and Learned from a CatastropheDr. Amen Ra Mashariki

How the NYC Data Analytics Team Responded to and Learned … · 2017-08-24 · Tactical Analytics Response Checklist Translate a city question into a clearly Defined analytics problem

  • Upload
    others

  • View
    1

  • Download
    0

Embed Size (px)

Citation preview

Page 1: How the NYC Data Analytics Team Responded to and Learned … · 2017-08-24 · Tactical Analytics Response Checklist Translate a city question into a clearly Defined analytics problem

How the NYC Data Analytics

Team Responded to and Learned from a

Catastrophe…

Dr. Amen Ra Mashariki

Page 2: How the NYC Data Analytics Team Responded to and Learned … · 2017-08-24 · Tactical Analytics Response Checklist Translate a city question into a clearly Defined analytics problem
Page 3: How the NYC Data Analytics Team Responded to and Learned … · 2017-08-24 · Tactical Analytics Response Checklist Translate a city question into a clearly Defined analytics problem

Inform ModelSend list of Cooling Tower Locations

Send Canvassing Results

Send Reports

City Leadership

MODA

MODA

City Agencies

Disseminate the list of Cooling Tower

Locations

Share Canvassing Results

Send the Reports

Update the Model

Page 4: How the NYC Data Analytics Team Responded to and Learned … · 2017-08-24 · Tactical Analytics Response Checklist Translate a city question into a clearly Defined analytics problem

Reconciling Location for Buildings in NYC

Integrated Building Master

Lat/Long, etc...

Building Identification

Number

Address

Page 5: How the NYC Data Analytics Team Responded to and Learned … · 2017-08-24 · Tactical Analytics Response Checklist Translate a city question into a clearly Defined analytics problem

Geosupport

● Geocoding system of record for NYC Govt.

● Specific to and customized for NYC

● Developed in the early 80’s by City Planning

● Mainframe, desktop and web versions

● Access through function calls○ Address/Place

○ Intersection

○ On Street & Two Cross Streets

Page 6: How the NYC Data Analytics Team Responded to and Learned … · 2017-08-24 · Tactical Analytics Response Checklist Translate a city question into a clearly Defined analytics problem

What is Geosupport for?

● Provide public access to NYC government’s geocoding

system of record (Geosupport)

● Access to key identifiers used throughout City

government (BIN, BBL)

● Help the community engage the City

Page 7: How the NYC Data Analytics Team Responded to and Learned … · 2017-08-24 · Tactical Analytics Response Checklist Translate a city question into a clearly Defined analytics problem

Location Types

• Address

• BBL

• BIN

• Blockface

• Intersection

• Place

Page 8: How the NYC Data Analytics Team Responded to and Learned … · 2017-08-24 · Tactical Analytics Response Checklist Translate a city question into a clearly Defined analytics problem

Parameter Types

● House Number

● Street

● Borough

● Building Identification Number

● Block

● Lot

● Compass Direction

Page 9: How the NYC Data Analytics Team Responded to and Learned … · 2017-08-24 · Tactical Analytics Response Checklist Translate a city question into a clearly Defined analytics problem

Address

● Input

○ houseNumber

○ street

○ borough

● Output

○ Block-level data

○ Property-level data

Page 10: How the NYC Data Analytics Team Responded to and Learned … · 2017-08-24 · Tactical Analytics Response Checklist Translate a city question into a clearly Defined analytics problem

Intersection

● Input

○ crossStreetOne

○ crossStreetTwo

○ borough

○ boroughCrossStreetTwo (optional)

○ compassDirection (optional)

● Output

○ Geographic information related to the intersection

Page 11: How the NYC Data Analytics Team Responded to and Learned … · 2017-08-24 · Tactical Analytics Response Checklist Translate a city question into a clearly Defined analytics problem

Blockface

● Input

○ onStreet

○ crossStreetOne

○ crossStreetTwo

○ borough

○ boroughCrossStreetOne (optional)

○ boroughCrossStreetTwo (optional)

○ compassDirection (optional)

● Output

○ Block-level data

Page 12: How the NYC Data Analytics Team Responded to and Learned … · 2017-08-24 · Tactical Analytics Response Checklist Translate a city question into a clearly Defined analytics problem

BBL - Borough, Block, Lot

● Input

○ borough

○ block

○ lot

● Output

○ Function BL

○ Building and property-specific data

○ Address range information

Page 13: How the NYC Data Analytics Team Responded to and Learned … · 2017-08-24 · Tactical Analytics Response Checklist Translate a city question into a clearly Defined analytics problem

BIN - Building Identification Number

● Input

○ BIN(building identfication number)

● Output

○ Building and property-specific data about a single

building

○ Address range information which applies to the

building

Page 14: How the NYC Data Analytics Team Responded to and Learned … · 2017-08-24 · Tactical Analytics Response Checklist Translate a city question into a clearly Defined analytics problem

Place

● Input

○ name

○ borough

● Output (same as Address)

○ Block-level data

○ Property-level data

Page 15: How the NYC Data Analytics Team Responded to and Learned … · 2017-08-24 · Tactical Analytics Response Checklist Translate a city question into a clearly Defined analytics problem

15

Building Database – Citywide Base VersionDCP determines PAD address range and assigns BIN

DoITT associates BIN with Building Footprint

Page 16: How the NYC Data Analytics Team Responded to and Learned … · 2017-08-24 · Tactical Analytics Response Checklist Translate a city question into a clearly Defined analytics problem

Integrated Building Master

16Sources: Elevators (FDNY), Generators (FDNY, DOB), Building Info (DCP, DOITT, PLUTO)

Page 17: How the NYC Data Analytics Team Responded to and Learned … · 2017-08-24 · Tactical Analytics Response Checklist Translate a city question into a clearly Defined analytics problem

Integrated Building Master Data Detail

17

Page 18: How the NYC Data Analytics Team Responded to and Learned … · 2017-08-24 · Tactical Analytics Response Checklist Translate a city question into a clearly Defined analytics problem

Integrated Building Master Data Detail

18

Integrated Bin Master

OEM Building Composite

Bisweb

Page 19: How the NYC Data Analytics Team Responded to and Learned … · 2017-08-24 · Tactical Analytics Response Checklist Translate a city question into a clearly Defined analytics problem

What Would You Do?

• Over A million buildings in your City.

• Limited human and financial resources for inspection and canvassing.

• Accuracy and expediency are crucial

• Do not want another person in your city to get sick from Legionella.

Without Data and Analytics – There was a 1 in 10 chance of us identifying

a building that had a cooling tower.

With Data and Analytics – There was 8 in 10 chances that we would

identify a building that had a cooling tower.

Page 20: How the NYC Data Analytics Team Responded to and Learned … · 2017-08-24 · Tactical Analytics Response Checklist Translate a city question into a clearly Defined analytics problem

Tactical Analytics Response Checklist

Translate a city question into a clearly Defined analytics problem.

Access to City data, and ascertain it’s provenance and quality.

Use Data and Analytics as a mechanism to create more informed decision makers in your organization.

Communicate, Communicate, Communicate.

Embed the team of data scientists with the teams of Domain experts.

Constant and consistent “ground-truthing” built into your analytics effort.

Page 21: How the NYC Data Analytics Team Responded to and Learned … · 2017-08-24 · Tactical Analytics Response Checklist Translate a city question into a clearly Defined analytics problem

Citywide Intelligence Hub

Enterprise GIS

Partners • Federal

• State

• Transit

• Weather

• NGOs …

City Executives

Commissioners

Incident Commanders

Authorized

Decision

Makers

Open Data

Living Atlas

Story Mapping

APIs

Applications

NYPD

FDNY

NYCHA

NYCEM Joint

Operations

Center

Dashboards

Emergency

Operations

Center

More…

Initiatives

Data-as-a-Service & Applications

ArcGIS Enterpriseon premises or in the

cloud

Page 22: How the NYC Data Analytics Team Responded to and Learned … · 2017-08-24 · Tactical Analytics Response Checklist Translate a city question into a clearly Defined analytics problem

22

NYC Emergency Data Drill

• 11 trainings over 3 weeks prior• Training attendees : 70• POC users: 121• Agencies: 22

Agency division participation:• IT and Telecommunications• Policy and Planning• Performance Tracking and Analytics• Enforcement and Neighborhood Services• Technology and Strategic Development• Data Integration Team• Property Division • Management Analysis and Planning• GIS Unit/Specialists/Developers• Operations Research/Management• Forestry, Horticulture, and Natural Resources• Environmental Health/Epidemiology• Business Solutions

Tuesday, February 7th – Part 1• 43 participants on Initial Interagency Call• Review agency datasets• Develop Critical Operational Tool• Collaboration Exercise – Citywide Briefing Report

Wednesday, February 8th – Part 2• ~ 100 items uploaded/created by Feb. 8th

• NYCEM convening and call• Review Critical Operational Tool prototype• Review Collaboration Exercise Citywide Briefing Report

Schedule

Page 23: How the NYC Data Analytics Team Responded to and Learned … · 2017-08-24 · Tactical Analytics Response Checklist Translate a city question into a clearly Defined analytics problem

Thank You