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Minerva Tantoco
Chief Technology Officer
CITY OF NEW YORK
nyc.gov/forward
@nycforward
@minervatweet
 City Hall: “We Get It”
INSERT CTO HERE
Mayor’s Office of Tech + Innovation
BOLD TECH STRATEGY
Talent
Access
Innovation
Talent
Nearly 22% of NYC households
– over 600,000 people – do not
have Internet access at home.
Access
Infrastructure
re-imagined.
Digital display
for advertising &
public service
announcements
Free 24/7 Public Wi-Fi
Android tablet with
touch screen display
Directional speaker &
Microphone
Headphone jack
Tactile Key Pad
& Braille lettering
Dedicated 911 button
Cell phone charger
Durable aluminum
construction
Integrated lighting
Decreased footprint
to reduce sidewalk
clutter
Traffic signal
prioritization
 5,700 public buses
 2.5 million passengers
every weekday
 12,860 signaled
intersections – all
connected wirelessly
 20% reduction in bus
transit delays
+ Public-Private Partnerships
+ Problem-Based Challenges
+ Prototypes & Pilots
Innovation
By 2020, there will be more than
50 Billion connected devices.
This brings new
products, new
customers, new
business models.
The IoT guidelines are high-level, allow for
flexibility, and will evolve over time.
NYC.GOV/IOT
The guidelines span five topic areas:
1. Privacy and Transparency
2. Data Management
3. Infrastructure
4. Security
5. Operations and Sustainability
• NYC Parks Smarter Parks Initiative
www.nycgovparks.org/facilities/benches/solar
• NYC Open Data Portal
www.nyc.gnycopendata.socrata.com
• NYC Parks Smarter Parks Initiative
www.nycgovparks.org/facilities/benches/solar
• NYC Open Data Portal
www.nyc.gnycopendata.socrata.com
Smart + Equitable City
Predicting Student 
Residential Data
Database Camp at the UN
NYC Department of Education
Office of District Planning
Jonathan Geis
July 10th, 2016
NYC Department of Education Overview
14
• 32 School Districts (each 
with a Community 
Education Council)
• Most elementary schools 
are zoned:
• Students living in the 
school’s catchment area 
receive priority to a 
seat in their zoned 
school
School Rezonings – Office of District Planning
15
• Why Rezone?
• Create a zone for a new school
• Alleviate or reduce waitlists and overcrowding
• Equalize utilization across buildings in a district
• Seat Demand: How many students do we anticipate?
We assess demand based on several factors including:
• The historical number of students living in the zone;
• Anticipated residential growth, based on current/future 
housing developments.
Methodology – Determining the Zone Lines
16
• Contains appropriate number of residents for a school’s size, based on 
recent public school enrollment trends
• Factors we take into consideration:
• New residential construction
• Diversity
• Geographic barriers
• Travel distance
Rezoning Example: New Zone for New Capacity
17
Sources of Data
18
• Currently, the projected number of new students living within a zone 
is based on:
• Historical Enrollment
• Census Data
• Residential Construction ‐ using the borough housing multiplier 
included in the New York City Environmental Quality Review 
(CEQR)
nyc.gov/forward
@nycforward

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Database Camp 2016 @ United Nations, NYC - Minerva Tantoco, CTO of the City of New York