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RESEARCH UPDATE | Real-Time Enterprise Case Studies

Better Community Connections
Through Big Data and Analytics
With in-memory computing and analytics tools, the City of Boston is providing better service to
citizens and engaging more with the community.
BY JOE MULLICH

M

any government agencies talk about the transformational power of big data and analytics.
Bill Oates, chief information officer for the City of Boston, is doing something about it. He says

this starts with making better connections—between citizens and the community, multiple government
departments and even other cities.

Boston at a Glance
}  ounded: 1630
F

“Business process change is table stakes at this point,”
Oates says. “The importance of the technology is its
ability to engage and empower our constituents.”

}  opulation: 626,000
P

Citizens Connect: Empowering
Constituents with Big Data and
Analytics
}  4% of citizen reports via mobile and online app
3
}  9% of citizens would recommend it
8
}  1% rise in constituent satisfaction
2
}  othole repair time cut in half
P

}  ize: 48 square miles
S

For Boston, a new form of engagement began in 2008

}  ity employees: 16,173
C

with the launch of Citizens Connect1, a system that

}  ducation: 53 institutions
E
of higher education

enables citizens to report potholes, graffiti, damaged

}  irsts: U.S. public
F
school, subway system

their smartphones. A unique twist of the technology,
then and now, is that citizens do not simply report

Like many cities, Boston has a growing number of sources

www.cityofboston.gov/

the problems to the government. Rather, reports and

of data to analyze. To help it cope, the city is ahead in

Source: City of Boston

photos are published anonymously online, spreading

taking visual analytics to a new level. For example, in 2010

word of the issues and inviting discussion and

the Boston Police Department opened a “real-time crime

participation in Citizen Connect.

center” that receives dozens of feeds from street cameras

signs and other issues through the Internet and, later,

around the city. The resulting data gives researchers
Since then, Boston has introduced Street Bump ,

the potential to visually analyze and match videos from

which enables people to use their smartphone’s

incidents to help identify suspects, mobilize resources and

accelerometer—a motion detector in the device—to

even map evacuation routes during emergencies.

2

record road conditions and send data to public works
employees. Unlike Citizens Connect, the Street Bump

Big Data Makes More Satisfied Citizens

app does not require a citizen to take action to report

Boston’s experience with in-memory computing and

issues. He simply turns on the app and, as he drives,

big data analytics reveals intriguing insights about

data is automatically collected and sent to the city.

the opportunity for collecting and using big data. For
example, residents were polled on why they failed to

Street Bump was expected to identify the location of

contact the city about maintenance issues before the

potholes—a top concern of Boston residents. Thanks to

Citizens Connect app. Their answer: When they call the

analytics, the early data has provided some unexpected

city, they feel like they are complaining; when they use the

insights: trouble spots are eight times more likely to be

app, they feel like they are helping.

“castings,” those manhole covers, grates and other castmetal lids that are supposed to be flush with the roadway
1. Citizens Connect: Making Boston
Beautiful.
http://tinyurl.com/642ymk3
2. Street Bump.
http://tinyurl.com/mjeb4q8

The ability to rapidly share data and analytics has had a

surface but instead heave up due to the extreme cold of

measurable effect. Today, 20 percent of citizen reports

a New England winter. Hundreds of these castings have

come through the Citizens Connect app and another

been repaired as a result.

14 percent through the city’s Web site. The number of

SEPTEMBER 2013 | © Copyright 2013. Bloomberg L.P. All rights reserved.
RESEARCH UPDATE | Real-Time Enterprise Case Studies

citizen reports has doubled, as well, from 40,000 a year
prior to the technology to 80,000 a year today. A reason

Boston’s IT Challenges

for the greater participation may be the quick results that

}  uicken innovation
Q

follow. Since the city implemented Citizens Connect, the

}  ncourage citizen involvement
E

response time to fill a pothole has been cut from three

}  hare big data across departments
S

days on average to half that amount.

“We met with interested

Similarly, the original prototype of Street Bump could not

researchers, technolo-

distinguish between potholes, manhole covers, bridge
surfaces and other obstacles, so the app generated a

gists and community

lot of false positives in the field.3 A crowdsource chal-

members to figure out

lenge enabled the city to implement a new algorithm to

how we could use data

analyze the big data coming in more accurately.

}  peed repair of potholes and other issues
S

Boston’s IT Solutions
}  ormed the Office of New Urban Mechanics—
F
an incubator that pilots new ideas quickly
}  artnered with citizen groups, businesses and
P
universities to share data and ideas
}  eveloped apps that enable citizens to report
D
issues easily
}  eveloped apps that enable citizens to collect data
D

to improve quality of life

In Oates’ view, big data is all about information sharing in the

issues. Being able to
connect newly available

about road conditions automatically as they drive

public sector. He has found that the combination of the right
data, timely analysis and visualization is most effective when

city data with some of

information and analytics are shared across departments.

It also indicates the new thinking that is needed to

the real big data out

“In the past, an agency might crunch its own data to

leverage the power of big data. Oates points to the Office

there in the world can

get a historical comparison on how quickly it is fixing

of New Urban Mechanics, an initiative that began in

potholes,” he says. “Now, by combining data, we can see

Boston and is now shared with the City of Philadelphia

what areas of the city aren’t getting phone calls, which

and serves as each city’s innovation incubator. The

may indicate problems no one knows about yet.”

office builds partnerships between city agencies, outside

make city government
more proactive—and
more effective.”

institutions and entrepreneurs to pilot projects in the two
Boston has put significant effort into making data and

cities that address resident and business needs.5 Several

INFORMATION OFFICER, CITY

analytics available to both agencies and the community.

projects have involved data sharing and analytics, such

OF BOSTON

Oates points to the Boston Area Research Initiative4 as

as the Street Bump initiative.

—BILL OATES, CHIEF

an example. Here, the city confers with the many
universities in the area about original urban research on

“Government agencies on the whole aren’t great in

the cutting edge of social science and public policy. For

responding to unsolicited ideas and opportunities, and

us, “this is a matter of digging a little deeper,” Oates says.

they are engineered to put tightly prescribed solutions out

“We met with interested researchers, technologists and

to bid,” Oates says. But “we have a model that allows

community members to figure out how we could use data

us to respond quickly to opportunity.” The city is now

to improve quality of life issues. Being able to connect

collaborating with the Commonwealth of Massachusetts

newly available city data with some of the real big data

to deliver a Citizens Connect-like mobile app that will

out there in the world can make city government more

engage citizens and produce important performance data.

proactive—and more effective.”
Boston officials are also talking with cities around the

Planning for Tomorrow
Oates contends that what has been accomplished so far

ment are looking at ways to our data move valuable,”

is just the beginning. By using information to interact better

Oates says, “and to be part of these exciting cross-

with neighborhood leaders and citizens, for example, the

3. Bertolucci, Jeff. “Smartphones,
Big Data Help Fix Boston’s Potholes.”
InformationWeek, July 25, 2012.
http://tinyurl.com/a9nfkdp
4. Boston Area Research Initiative.
http://tinyurl.com/kgu2q46
5. New Urban Mechanics: a city
movement focused on civic innovation.
http://tinyurl.com/a3jodpv

world about similar initiatives. “All of us in city govern-

jurisdictional initiatives.”•

city can respond faster and better to local events, enabling
it to more efficiently deploy police to ensure public safety.
“Our ability to engage in those conversations is a critical
part of successfully using technology,” he says.

2 |

Bloomberg Businessweek Research Services

Joe Mullich is a freelance business and technology
writer based in Sherman Oaks, Calif.
This research project was funded by a grant from SAP.
SPONSOR’S STATEMENT

Innovation Bridges Public Sector
Goals vs. Performance Gap

T

he new survey, qualitative interviews and report from Bloomberg Businessweek
Research Services clearly shows that most public sector agencies are struggling
to deliver better service to their citizens while contending with severe financial

constraints. But a host of technology innovations can help ensure safety, further improve
quality of life and increase confidence in government. SAP’s public sector industry team
presents some ideas on how public sector leaders can bridge the gap between what they
want to deliver and what their budgets will enable them to do.
What are some leading-edge innovations that can help public sector agencies harness the

SAP Recipe for
Success

power of big data?
The public sector is emerging as the single largest producer and consumer of big data and

}  AP HANA platform to
S
handle your big data
challenges
}  AP BusinessObjects
S
Business Intelligence
and SAP Lumira enable
every individual in the
organization to easily
visualize big data and
get unique insights
anytime, anywhere
}  AP Predictive
S
Analysis empowers
business users to get
predictive insights easily,
model alternatives and
take action based on
advanced analytics

will benefit greatly from the innovations we deliver. We think the SAP HANA platform
should play a key role in helping public sector agencies rapidly and easily crunch very large
volumes of granular data and take immediate action—which is where traditional relational
databases fail.
Modern analytical tools powered by the SAP HANA platform can help agencies exploit
the opportunity of big data by empowering users to access information anywhere, adapt
to changing conditions, more accurately predict outcomes and, ultimately, make better
decisions. Analytics tools are now much more intuitive and powerful, and they are no
longer the domain of a select few data analysts and scientists. Instead, real-time analytics
presented in easy-to-digest visual form are now available for all stakeholders.
How does a public sector agency get started, given budget constraints?
Agencies should identify and prioritize use cases that could provide value to the public
and that big data can address. They should also take into consideration the technical and
organizational feasibility, along with the potential value of the identified use cases.
Target the highest value use case(s) first and then consider taking a phased approach to
deploying a big data framework that is optimized across devices and delivery options—
cloud, on-premises or hybrid. Next, implement an integrated real-time reporting and
analytics solution and make it available.
For more information, please visit the SAP public sector technology Web site:
www.sap.com/publicsector

2

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Better Community Connections Through Big Data and Analytics

  • 1. RESEARCH UPDATE | Real-Time Enterprise Case Studies Better Community Connections Through Big Data and Analytics With in-memory computing and analytics tools, the City of Boston is providing better service to citizens and engaging more with the community. BY JOE MULLICH M any government agencies talk about the transformational power of big data and analytics. Bill Oates, chief information officer for the City of Boston, is doing something about it. He says this starts with making better connections—between citizens and the community, multiple government departments and even other cities. Boston at a Glance } ounded: 1630 F “Business process change is table stakes at this point,” Oates says. “The importance of the technology is its ability to engage and empower our constituents.” } opulation: 626,000 P Citizens Connect: Empowering Constituents with Big Data and Analytics } 4% of citizen reports via mobile and online app 3 } 9% of citizens would recommend it 8 } 1% rise in constituent satisfaction 2 } othole repair time cut in half P } ize: 48 square miles S For Boston, a new form of engagement began in 2008 } ity employees: 16,173 C with the launch of Citizens Connect1, a system that } ducation: 53 institutions E of higher education enables citizens to report potholes, graffiti, damaged } irsts: U.S. public F school, subway system their smartphones. A unique twist of the technology, then and now, is that citizens do not simply report Like many cities, Boston has a growing number of sources www.cityofboston.gov/ the problems to the government. Rather, reports and of data to analyze. To help it cope, the city is ahead in Source: City of Boston photos are published anonymously online, spreading taking visual analytics to a new level. For example, in 2010 word of the issues and inviting discussion and the Boston Police Department opened a “real-time crime participation in Citizen Connect. center” that receives dozens of feeds from street cameras signs and other issues through the Internet and, later, around the city. The resulting data gives researchers Since then, Boston has introduced Street Bump , the potential to visually analyze and match videos from which enables people to use their smartphone’s incidents to help identify suspects, mobilize resources and accelerometer—a motion detector in the device—to even map evacuation routes during emergencies. 2 record road conditions and send data to public works employees. Unlike Citizens Connect, the Street Bump Big Data Makes More Satisfied Citizens app does not require a citizen to take action to report Boston’s experience with in-memory computing and issues. He simply turns on the app and, as he drives, big data analytics reveals intriguing insights about data is automatically collected and sent to the city. the opportunity for collecting and using big data. For example, residents were polled on why they failed to Street Bump was expected to identify the location of contact the city about maintenance issues before the potholes—a top concern of Boston residents. Thanks to Citizens Connect app. Their answer: When they call the analytics, the early data has provided some unexpected city, they feel like they are complaining; when they use the insights: trouble spots are eight times more likely to be app, they feel like they are helping. “castings,” those manhole covers, grates and other castmetal lids that are supposed to be flush with the roadway 1. Citizens Connect: Making Boston Beautiful. http://tinyurl.com/642ymk3 2. Street Bump. http://tinyurl.com/mjeb4q8 The ability to rapidly share data and analytics has had a surface but instead heave up due to the extreme cold of measurable effect. Today, 20 percent of citizen reports a New England winter. Hundreds of these castings have come through the Citizens Connect app and another been repaired as a result. 14 percent through the city’s Web site. The number of SEPTEMBER 2013 | © Copyright 2013. Bloomberg L.P. All rights reserved.
  • 2. RESEARCH UPDATE | Real-Time Enterprise Case Studies citizen reports has doubled, as well, from 40,000 a year prior to the technology to 80,000 a year today. A reason Boston’s IT Challenges for the greater participation may be the quick results that } uicken innovation Q follow. Since the city implemented Citizens Connect, the } ncourage citizen involvement E response time to fill a pothole has been cut from three } hare big data across departments S days on average to half that amount. “We met with interested Similarly, the original prototype of Street Bump could not researchers, technolo- distinguish between potholes, manhole covers, bridge surfaces and other obstacles, so the app generated a gists and community lot of false positives in the field.3 A crowdsource chal- members to figure out lenge enabled the city to implement a new algorithm to how we could use data analyze the big data coming in more accurately. } peed repair of potholes and other issues S Boston’s IT Solutions } ormed the Office of New Urban Mechanics— F an incubator that pilots new ideas quickly } artnered with citizen groups, businesses and P universities to share data and ideas } eveloped apps that enable citizens to report D issues easily } eveloped apps that enable citizens to collect data D to improve quality of life In Oates’ view, big data is all about information sharing in the issues. Being able to connect newly available about road conditions automatically as they drive public sector. He has found that the combination of the right data, timely analysis and visualization is most effective when city data with some of information and analytics are shared across departments. It also indicates the new thinking that is needed to the real big data out “In the past, an agency might crunch its own data to leverage the power of big data. Oates points to the Office there in the world can get a historical comparison on how quickly it is fixing of New Urban Mechanics, an initiative that began in potholes,” he says. “Now, by combining data, we can see Boston and is now shared with the City of Philadelphia what areas of the city aren’t getting phone calls, which and serves as each city’s innovation incubator. The may indicate problems no one knows about yet.” office builds partnerships between city agencies, outside make city government more proactive—and more effective.” institutions and entrepreneurs to pilot projects in the two Boston has put significant effort into making data and cities that address resident and business needs.5 Several INFORMATION OFFICER, CITY analytics available to both agencies and the community. projects have involved data sharing and analytics, such OF BOSTON Oates points to the Boston Area Research Initiative4 as as the Street Bump initiative. —BILL OATES, CHIEF an example. Here, the city confers with the many universities in the area about original urban research on “Government agencies on the whole aren’t great in the cutting edge of social science and public policy. For responding to unsolicited ideas and opportunities, and us, “this is a matter of digging a little deeper,” Oates says. they are engineered to put tightly prescribed solutions out “We met with interested researchers, technologists and to bid,” Oates says. But “we have a model that allows community members to figure out how we could use data us to respond quickly to opportunity.” The city is now to improve quality of life issues. Being able to connect collaborating with the Commonwealth of Massachusetts newly available city data with some of the real big data to deliver a Citizens Connect-like mobile app that will out there in the world can make city government more engage citizens and produce important performance data. proactive—and more effective.” Boston officials are also talking with cities around the Planning for Tomorrow Oates contends that what has been accomplished so far ment are looking at ways to our data move valuable,” is just the beginning. By using information to interact better Oates says, “and to be part of these exciting cross- with neighborhood leaders and citizens, for example, the 3. Bertolucci, Jeff. “Smartphones, Big Data Help Fix Boston’s Potholes.” InformationWeek, July 25, 2012. http://tinyurl.com/a9nfkdp 4. Boston Area Research Initiative. http://tinyurl.com/kgu2q46 5. New Urban Mechanics: a city movement focused on civic innovation. http://tinyurl.com/a3jodpv world about similar initiatives. “All of us in city govern- jurisdictional initiatives.”• city can respond faster and better to local events, enabling it to more efficiently deploy police to ensure public safety. “Our ability to engage in those conversations is a critical part of successfully using technology,” he says. 2 | Bloomberg Businessweek Research Services Joe Mullich is a freelance business and technology writer based in Sherman Oaks, Calif. This research project was funded by a grant from SAP.
  • 3. SPONSOR’S STATEMENT Innovation Bridges Public Sector Goals vs. Performance Gap T he new survey, qualitative interviews and report from Bloomberg Businessweek Research Services clearly shows that most public sector agencies are struggling to deliver better service to their citizens while contending with severe financial constraints. But a host of technology innovations can help ensure safety, further improve quality of life and increase confidence in government. SAP’s public sector industry team presents some ideas on how public sector leaders can bridge the gap between what they want to deliver and what their budgets will enable them to do. What are some leading-edge innovations that can help public sector agencies harness the SAP Recipe for Success power of big data? The public sector is emerging as the single largest producer and consumer of big data and } AP HANA platform to S handle your big data challenges } AP BusinessObjects S Business Intelligence and SAP Lumira enable every individual in the organization to easily visualize big data and get unique insights anytime, anywhere } AP Predictive S Analysis empowers business users to get predictive insights easily, model alternatives and take action based on advanced analytics will benefit greatly from the innovations we deliver. We think the SAP HANA platform should play a key role in helping public sector agencies rapidly and easily crunch very large volumes of granular data and take immediate action—which is where traditional relational databases fail. Modern analytical tools powered by the SAP HANA platform can help agencies exploit the opportunity of big data by empowering users to access information anywhere, adapt to changing conditions, more accurately predict outcomes and, ultimately, make better decisions. Analytics tools are now much more intuitive and powerful, and they are no longer the domain of a select few data analysts and scientists. Instead, real-time analytics presented in easy-to-digest visual form are now available for all stakeholders. How does a public sector agency get started, given budget constraints? Agencies should identify and prioritize use cases that could provide value to the public and that big data can address. They should also take into consideration the technical and organizational feasibility, along with the potential value of the identified use cases. Target the highest value use case(s) first and then consider taking a phased approach to deploying a big data framework that is optimized across devices and delivery options— cloud, on-premises or hybrid. Next, implement an integrated real-time reporting and analytics solution and make it available. For more information, please visit the SAP public sector technology Web site: www.sap.com/publicsector 2