SlideShare a Scribd company logo
Can data play a role in making
the streets safer for women?
Can data play a role in making
the streets safer for women?
Mark Stanley
@markstanleyuk
mark.stanley@thingitude.com
About Thingitude
▪ We help the public sector understand the potential of
the Internet of Things to:
1. Deliver services more effectively
2. Improve daily life for people, removing “friction”
3. Stimulate economic development
▪ Mark Stanley is co-organizer of The Things Conference UK,
ambassador for The Things Network, and actively promotes
community-led IoT across the UK.
MyWay
Helping women
students feel safer
walking home in
Reading at night.
The problem
Crime Map
• Over 2,000 crimes of a violent or sexual nature
reported each year (2,175 in 2019)
• Less than 8% of these crimes get reported
• Reading is comparatively safe
A global
problem
UK: 1.2m
EU: 11m
Worldwide: 40m
Our approach
User centred design
with women
university students
User engagement
Initial survey User interviews Co-design workshops Trial sign-ups…
Survey of 50 women students
0
20
25
39
0 5 10 15 20 25 30 35 40 45
Drive
Bus
Taxi
Walk
How do you travel home at night?
Survey of 50 women students
0 10 20 30 40 50 60
Being approached
Being followed
Isolated / unable to defend myself
Being attacked
Men / Groups of men
What do you worry about when you are out at night?
#NotAllMen
Always
User engagement
Initial survey User interviews Co-design workshops Trial sign-ups…
User centred design
User centred design
MyWay street sensors
Covering 100+ streets in
Reading town centre and
student housing areas
Gathering info such as:
• People movement
• Light levels
• Types of noises
• Others…
Sending data over the
Smart Berkshire LoRaWAN
network
MyWay App
Bus data
Sensor data
Crowd-
sourced
data
12
User engagement
Trial sign-ups:
82 students
Many thanks to
Reading University
Student Union for
their support!
User feedback
“I felt more
sure and safe”
“I would
have loved
this in my
first year”
• Overwhelmingly positive
• Especially good for first year students new to the town
• Students check app before starting journey
• Most students added their mum as a contact
• Women students would all share the app with men they trust
“I felt a lot safer
as I could see which
areas were lit
and where the most
people were”
What’s next?
MyWay
• Going live at University of Reading this year
• Refine MyWay app - user feedback and one major new feature
• Offering MyWay to other university towns and cities
Other opportunities
• Explore other uses of street sensor data for towns and cities
• Further development of our multi-sensor platform
Until we have a “creepy man”
sensor…
1. Believe women
2. Don’t stare – it’s really threatening
3. Keep your comments to yourself
4. Don’t rush up behind women – cross the road
5. Speak out when friends or colleagues are being dicks
Thank you. Any questions?
Thank you. Any questions?
Privacy? Can the public use MyWay? Could we use the data for..?

More Related Content

What's hot

How to make cities "smarter"?
How to make cities "smarter"?How to make cities "smarter"?
How to make cities "smarter"?
PayamBarnaghi
 
Computer Vision & Communities - State of The Map LatAm 2016 - Sao Paulo
Computer Vision & Communities - State of The Map LatAm 2016 - Sao PauloComputer Vision & Communities - State of The Map LatAm 2016 - Sao Paulo
Computer Vision & Communities - State of The Map LatAm 2016 - Sao Paulo
Claudio Cossio
 
Benefits of the implementation of technology in newark
Benefits of the implementation of technology in newarkBenefits of the implementation of technology in newark
Benefits of the implementation of technology in newark
Naitwa Evans
 
Big data and smart cities: Key data issues
Big data and smart cities: Key data issuesBig data and smart cities: Key data issues
Big data and smart cities: Key data issues
robkitchin
 
Mk smart gadgets and fieldwork
Mk smart   gadgets and fieldworkMk smart   gadgets and fieldwork
Mk smart gadgets and fieldwork
Open University
 
The Role of Big Data in Smart Cities
The Role of Big Data in Smart CitiesThe Role of Big Data in Smart Cities
The Role of Big Data in Smart Cities
Suyati Technologies
 
04 - US Ignite OneCommunity Greater Cleveland Ohio
04 - US Ignite OneCommunity Greater Cleveland Ohio04 - US Ignite OneCommunity Greater Cleveland Ohio
04 - US Ignite OneCommunity Greater Cleveland Ohio
US-Ignite
 
Apps Challenges - presentation @ Re:Publica
Apps Challenges - presentation @ Re:PublicaApps Challenges - presentation @ Re:Publica
Apps Challenges - presentation @ Re:Publica
Ivonne Jansen
 
CityPulse: Large-scale data analysis for smart city applications
CityPulse: Large-scale data analysis for smart city applications CityPulse: Large-scale data analysis for smart city applications
CityPulse: Large-scale data analysis for smart city applications
PayamBarnaghi
 
Urban Big Data Centre
Urban Big Data CentreUrban Big Data Centre
05 - Smart Gigabit Communities Launch - Kansas City
05 - Smart Gigabit Communities Launch - Kansas City05 - Smart Gigabit Communities Launch - Kansas City
05 - Smart Gigabit Communities Launch - Kansas City
US-Ignite
 
Mary Beth Henry - Connecting to Our Future: The Digital Livable City - GCS16
Mary Beth Henry - Connecting to Our Future: The Digital Livable City - GCS16Mary Beth Henry - Connecting to Our Future: The Digital Livable City - GCS16
Mary Beth Henry - Connecting to Our Future: The Digital Livable City - GCS16
KC Digital Drive
 
2016/01/26 Glenn Ricart - Smart Gigabit Communities
2016/01/26 Glenn Ricart - Smart Gigabit Communities2016/01/26 Glenn Ricart - Smart Gigabit Communities
2016/01/26 Glenn Ricart - Smart Gigabit Communities
US-Ignite
 
10 - Utah-Ignite - Smart Gigabit Communities Launch
10 - Utah-Ignite - Smart Gigabit Communities Launch 10 - Utah-Ignite - Smart Gigabit Communities Launch
10 - Utah-Ignite - Smart Gigabit Communities Launch
US-Ignite
 
Real World Internet, Smart Cities and Linked Data: Mirko Presser (Alexandrea ...
Real World Internet, Smart Cities and Linked Data: Mirko Presser (Alexandrea ...Real World Internet, Smart Cities and Linked Data: Mirko Presser (Alexandrea ...
Real World Internet, Smart Cities and Linked Data: Mirko Presser (Alexandrea ...
FIA2010
 
Manchester Smart City 2012 Event 1
Manchester Smart City 2012 Event 1Manchester Smart City 2012 Event 1
Manchester Smart City 2012 Event 1mdda
 
Carmel Dickinson
Carmel DickinsonCarmel Dickinson
Carmel Dickinson
Lucia Garcia
 
8. City Science: Urban Big Data and New Urban Systems
8. City Science: Urban Big Data and New Urban Systems8. City Science: Urban Big Data and New Urban Systems
8. City Science: Urban Big Data and New Urban Systems
MITEF México
 
14 - Smart Gigabit Communities Launch - Austin, Texas
14 - Smart Gigabit Communities Launch - Austin, Texas 14 - Smart Gigabit Communities Launch - Austin, Texas
14 - Smart Gigabit Communities Launch - Austin, Texas
US-Ignite
 
Manchester presentation at DAA Dave Carter
Manchester presentation at DAA Dave CarterManchester presentation at DAA Dave Carter
Manchester presentation at DAA Dave Carter
European Network of Living Labs (ENoLL)
 

What's hot (20)

How to make cities "smarter"?
How to make cities "smarter"?How to make cities "smarter"?
How to make cities "smarter"?
 
Computer Vision & Communities - State of The Map LatAm 2016 - Sao Paulo
Computer Vision & Communities - State of The Map LatAm 2016 - Sao PauloComputer Vision & Communities - State of The Map LatAm 2016 - Sao Paulo
Computer Vision & Communities - State of The Map LatAm 2016 - Sao Paulo
 
Benefits of the implementation of technology in newark
Benefits of the implementation of technology in newarkBenefits of the implementation of technology in newark
Benefits of the implementation of technology in newark
 
Big data and smart cities: Key data issues
Big data and smart cities: Key data issuesBig data and smart cities: Key data issues
Big data and smart cities: Key data issues
 
Mk smart gadgets and fieldwork
Mk smart   gadgets and fieldworkMk smart   gadgets and fieldwork
Mk smart gadgets and fieldwork
 
The Role of Big Data in Smart Cities
The Role of Big Data in Smart CitiesThe Role of Big Data in Smart Cities
The Role of Big Data in Smart Cities
 
04 - US Ignite OneCommunity Greater Cleveland Ohio
04 - US Ignite OneCommunity Greater Cleveland Ohio04 - US Ignite OneCommunity Greater Cleveland Ohio
04 - US Ignite OneCommunity Greater Cleveland Ohio
 
Apps Challenges - presentation @ Re:Publica
Apps Challenges - presentation @ Re:PublicaApps Challenges - presentation @ Re:Publica
Apps Challenges - presentation @ Re:Publica
 
CityPulse: Large-scale data analysis for smart city applications
CityPulse: Large-scale data analysis for smart city applications CityPulse: Large-scale data analysis for smart city applications
CityPulse: Large-scale data analysis for smart city applications
 
Urban Big Data Centre
Urban Big Data CentreUrban Big Data Centre
Urban Big Data Centre
 
05 - Smart Gigabit Communities Launch - Kansas City
05 - Smart Gigabit Communities Launch - Kansas City05 - Smart Gigabit Communities Launch - Kansas City
05 - Smart Gigabit Communities Launch - Kansas City
 
Mary Beth Henry - Connecting to Our Future: The Digital Livable City - GCS16
Mary Beth Henry - Connecting to Our Future: The Digital Livable City - GCS16Mary Beth Henry - Connecting to Our Future: The Digital Livable City - GCS16
Mary Beth Henry - Connecting to Our Future: The Digital Livable City - GCS16
 
2016/01/26 Glenn Ricart - Smart Gigabit Communities
2016/01/26 Glenn Ricart - Smart Gigabit Communities2016/01/26 Glenn Ricart - Smart Gigabit Communities
2016/01/26 Glenn Ricart - Smart Gigabit Communities
 
10 - Utah-Ignite - Smart Gigabit Communities Launch
10 - Utah-Ignite - Smart Gigabit Communities Launch 10 - Utah-Ignite - Smart Gigabit Communities Launch
10 - Utah-Ignite - Smart Gigabit Communities Launch
 
Real World Internet, Smart Cities and Linked Data: Mirko Presser (Alexandrea ...
Real World Internet, Smart Cities and Linked Data: Mirko Presser (Alexandrea ...Real World Internet, Smart Cities and Linked Data: Mirko Presser (Alexandrea ...
Real World Internet, Smart Cities and Linked Data: Mirko Presser (Alexandrea ...
 
Manchester Smart City 2012 Event 1
Manchester Smart City 2012 Event 1Manchester Smart City 2012 Event 1
Manchester Smart City 2012 Event 1
 
Carmel Dickinson
Carmel DickinsonCarmel Dickinson
Carmel Dickinson
 
8. City Science: Urban Big Data and New Urban Systems
8. City Science: Urban Big Data and New Urban Systems8. City Science: Urban Big Data and New Urban Systems
8. City Science: Urban Big Data and New Urban Systems
 
14 - Smart Gigabit Communities Launch - Austin, Texas
14 - Smart Gigabit Communities Launch - Austin, Texas 14 - Smart Gigabit Communities Launch - Austin, Texas
14 - Smart Gigabit Communities Launch - Austin, Texas
 
Manchester presentation at DAA Dave Carter
Manchester presentation at DAA Dave CarterManchester presentation at DAA Dave Carter
Manchester presentation at DAA Dave Carter
 

Similar to Can data play a role in making the streets safer for women?

Privacy, Ethics, and Big (Smartphone) Data, at Mobisys 2014
Privacy, Ethics, and Big (Smartphone) Data, at Mobisys 2014Privacy, Ethics, and Big (Smartphone) Data, at Mobisys 2014
Privacy, Ethics, and Big (Smartphone) Data, at Mobisys 2014
Jason Hong
 
Apps and Young Users.pptx
Apps and Young Users.pptxApps and Young Users.pptx
Apps and Young Users.pptx
SamanthaAdlerMcGuire
 
End Now Foundation
End Now Foundation   End Now Foundation
End Now Foundation
End Now Foundation
 
Information literacy and digital inclusion: from advocacy to action
Information literacy and digital inclusion: from advocacy to actionInformation literacy and digital inclusion: from advocacy to action
Information literacy and digital inclusion: from advocacy to action
InformAll
 
Internet and participatory culture opportunities and challenges-ppt
Internet and participatory culture  opportunities and challenges-pptInternet and participatory culture  opportunities and challenges-ppt
Internet and participatory culture opportunities and challenges-pptArulselvan Senthivel
 
Shyam Swaroop and Manukonda Rabindranath-Internet and participatory culture-o...
Shyam Swaroop and Manukonda Rabindranath-Internet and participatory culture-o...Shyam Swaroop and Manukonda Rabindranath-Internet and participatory culture-o...
Shyam Swaroop and Manukonda Rabindranath-Internet and participatory culture-o...pumediaseminar2011
 
Internet and Society 2018 Digital Divide, Exclusion, Policy, and new harms
Internet and Society 2018 Digital Divide, Exclusion, Policy, and new harmsInternet and Society 2018 Digital Divide, Exclusion, Policy, and new harms
Internet and Society 2018 Digital Divide, Exclusion, Policy, and new harms
James Stewart
 
5 trends to watch in journalism
5 trends to watch in journalism 5 trends to watch in journalism
5 trends to watch in journalism
Linda Austin
 
Getting Going with Mobile (What Your Users Really Want!)
Getting Going with Mobile (What Your Users Really Want!)Getting Going with Mobile (What Your Users Really Want!)
Getting Going with Mobile (What Your Users Really Want!)
Forum One
 
Digital Trails Dave King 1 5 10 Part 1 D3
Digital Trails   Dave King   1 5 10   Part 1 D3Digital Trails   Dave King   1 5 10   Part 1 D3
Digital Trails Dave King 1 5 10 Part 1 D3
Dave King
 
Internet Freedom Festival Recap, 2016
Internet Freedom Festival Recap, 2016Internet Freedom Festival Recap, 2016
Internet Freedom Festival Recap, 2016
Robert Stribley
 
Jbouse EM Comms Big Data Laptop v AACRAO Webinar 150402v1 online v
Jbouse EM Comms Big Data Laptop v AACRAO Webinar 150402v1 online vJbouse EM Comms Big Data Laptop v AACRAO Webinar 150402v1 online v
Jbouse EM Comms Big Data Laptop v AACRAO Webinar 150402v1 online vJim Bouse
 
London data and digital masterclass for councillors slides 14-Feb-20
London data and digital masterclass for councillors slides 14-Feb-20London data and digital masterclass for councillors slides 14-Feb-20
London data and digital masterclass for councillors slides 14-Feb-20
LG Inform Plus
 
Minimizing cyber security risks – Digital Security School DSS380
Minimizing cyber security risks – Digital Security School DSS380Minimizing cyber security risks – Digital Security School DSS380
Minimizing cyber security risks – Digital Security School DSS380
Internews Ukraine
 
2015 auckland workshop mission and media--launching and integrating digitial ...
2015 auckland workshop mission and media--launching and integrating digitial ...2015 auckland workshop mission and media--launching and integrating digitial ...
2015 auckland workshop mission and media--launching and integrating digitial ...
Charlotte McCorquodale
 
Eric Freedman - City Case Study: Digital Media Literacy & Inclusion - GCS16
Eric Freedman - City Case Study: Digital Media Literacy & Inclusion - GCS16Eric Freedman - City Case Study: Digital Media Literacy & Inclusion - GCS16
Eric Freedman - City Case Study: Digital Media Literacy & Inclusion - GCS16
KC Digital Drive
 
Nick Keane, Digital Engagement Business Adviser, College of Policing
Nick Keane, Digital Engagement Business Adviser, College of PolicingNick Keane, Digital Engagement Business Adviser, College of Policing
Nick Keane, Digital Engagement Business Adviser, College of Policing
CSSaunders
 
Martin County Blandin Broadband COmmunity Update
Martin County Blandin Broadband COmmunity UpdateMartin County Blandin Broadband COmmunity Update
Martin County Blandin Broadband COmmunity Update
Ann Treacy
 
Canadian Municipal Gov 2.0 (Lac Carling 2009)
Canadian Municipal Gov 2.0 (Lac Carling 2009)Canadian Municipal Gov 2.0 (Lac Carling 2009)
Canadian Municipal Gov 2.0 (Lac Carling 2009)
Robert Giggey
 
Social Media USA and China 2014
Social Media USA and China 2014Social Media USA and China 2014
Social Media USA and China 2014
Christopher Jennings
 

Similar to Can data play a role in making the streets safer for women? (20)

Privacy, Ethics, and Big (Smartphone) Data, at Mobisys 2014
Privacy, Ethics, and Big (Smartphone) Data, at Mobisys 2014Privacy, Ethics, and Big (Smartphone) Data, at Mobisys 2014
Privacy, Ethics, and Big (Smartphone) Data, at Mobisys 2014
 
Apps and Young Users.pptx
Apps and Young Users.pptxApps and Young Users.pptx
Apps and Young Users.pptx
 
End Now Foundation
End Now Foundation   End Now Foundation
End Now Foundation
 
Information literacy and digital inclusion: from advocacy to action
Information literacy and digital inclusion: from advocacy to actionInformation literacy and digital inclusion: from advocacy to action
Information literacy and digital inclusion: from advocacy to action
 
Internet and participatory culture opportunities and challenges-ppt
Internet and participatory culture  opportunities and challenges-pptInternet and participatory culture  opportunities and challenges-ppt
Internet and participatory culture opportunities and challenges-ppt
 
Shyam Swaroop and Manukonda Rabindranath-Internet and participatory culture-o...
Shyam Swaroop and Manukonda Rabindranath-Internet and participatory culture-o...Shyam Swaroop and Manukonda Rabindranath-Internet and participatory culture-o...
Shyam Swaroop and Manukonda Rabindranath-Internet and participatory culture-o...
 
Internet and Society 2018 Digital Divide, Exclusion, Policy, and new harms
Internet and Society 2018 Digital Divide, Exclusion, Policy, and new harmsInternet and Society 2018 Digital Divide, Exclusion, Policy, and new harms
Internet and Society 2018 Digital Divide, Exclusion, Policy, and new harms
 
5 trends to watch in journalism
5 trends to watch in journalism 5 trends to watch in journalism
5 trends to watch in journalism
 
Getting Going with Mobile (What Your Users Really Want!)
Getting Going with Mobile (What Your Users Really Want!)Getting Going with Mobile (What Your Users Really Want!)
Getting Going with Mobile (What Your Users Really Want!)
 
Digital Trails Dave King 1 5 10 Part 1 D3
Digital Trails   Dave King   1 5 10   Part 1 D3Digital Trails   Dave King   1 5 10   Part 1 D3
Digital Trails Dave King 1 5 10 Part 1 D3
 
Internet Freedom Festival Recap, 2016
Internet Freedom Festival Recap, 2016Internet Freedom Festival Recap, 2016
Internet Freedom Festival Recap, 2016
 
Jbouse EM Comms Big Data Laptop v AACRAO Webinar 150402v1 online v
Jbouse EM Comms Big Data Laptop v AACRAO Webinar 150402v1 online vJbouse EM Comms Big Data Laptop v AACRAO Webinar 150402v1 online v
Jbouse EM Comms Big Data Laptop v AACRAO Webinar 150402v1 online v
 
London data and digital masterclass for councillors slides 14-Feb-20
London data and digital masterclass for councillors slides 14-Feb-20London data and digital masterclass for councillors slides 14-Feb-20
London data and digital masterclass for councillors slides 14-Feb-20
 
Minimizing cyber security risks – Digital Security School DSS380
Minimizing cyber security risks – Digital Security School DSS380Minimizing cyber security risks – Digital Security School DSS380
Minimizing cyber security risks – Digital Security School DSS380
 
2015 auckland workshop mission and media--launching and integrating digitial ...
2015 auckland workshop mission and media--launching and integrating digitial ...2015 auckland workshop mission and media--launching and integrating digitial ...
2015 auckland workshop mission and media--launching and integrating digitial ...
 
Eric Freedman - City Case Study: Digital Media Literacy & Inclusion - GCS16
Eric Freedman - City Case Study: Digital Media Literacy & Inclusion - GCS16Eric Freedman - City Case Study: Digital Media Literacy & Inclusion - GCS16
Eric Freedman - City Case Study: Digital Media Literacy & Inclusion - GCS16
 
Nick Keane, Digital Engagement Business Adviser, College of Policing
Nick Keane, Digital Engagement Business Adviser, College of PolicingNick Keane, Digital Engagement Business Adviser, College of Policing
Nick Keane, Digital Engagement Business Adviser, College of Policing
 
Martin County Blandin Broadband COmmunity Update
Martin County Blandin Broadband COmmunity UpdateMartin County Blandin Broadband COmmunity Update
Martin County Blandin Broadband COmmunity Update
 
Canadian Municipal Gov 2.0 (Lac Carling 2009)
Canadian Municipal Gov 2.0 (Lac Carling 2009)Canadian Municipal Gov 2.0 (Lac Carling 2009)
Canadian Municipal Gov 2.0 (Lac Carling 2009)
 
Social Media USA and China 2014
Social Media USA and China 2014Social Media USA and China 2014
Social Media USA and China 2014
 

More from Alex Gluhak

DS4SSCC @ Data Talks.pdf
DS4SSCC @ Data Talks.pdfDS4SSCC @ Data Talks.pdf
DS4SSCC @ Data Talks.pdf
Alex Gluhak
 
Inisghts from data to plan and optimise shared bike usage
Inisghts from data to plan and optimise shared bike usageInisghts from data to plan and optimise shared bike usage
Inisghts from data to plan and optimise shared bike usage
Alex Gluhak
 
Urban Data For Urban Innovation
Urban Data For Urban InnovationUrban Data For Urban Innovation
Urban Data For Urban Innovation
Alex Gluhak
 
Cities In Charge: How urban data can improve the operation of Public EV charg...
Cities In Charge: How urban data can improve the operation of Public EV charg...Cities In Charge: How urban data can improve the operation of Public EV charg...
Cities In Charge: How urban data can improve the operation of Public EV charg...
Alex Gluhak
 
Telraam
TelraamTelraam
Telraam
Alex Gluhak
 
Measuring the Social Impact of Air Quality
Measuring the Social Impact of Air QualityMeasuring the Social Impact of Air Quality
Measuring the Social Impact of Air Quality
Alex Gluhak
 
Leveraging the Platform effect for cities
Leveraging the Platform effect for citiesLeveraging the Platform effect for cities
Leveraging the Platform effect for cities
Alex Gluhak
 
Building Porto's Open Data Platform
Building Porto's Open Data PlatformBuilding Porto's Open Data Platform
Building Porto's Open Data Platform
Alex Gluhak
 
High Street Data Service
High Street Data ServiceHigh Street Data Service
High Street Data Service
Alex Gluhak
 
Urban observatory talk by Phil James, Newcastle University
Urban observatory talk by Phil James, Newcastle UniversityUrban observatory talk by Phil James, Newcastle University
Urban observatory talk by Phil James, Newcastle University
Alex Gluhak
 
Local government levelled up - IoT innovation in Norfolk
Local government levelled up - IoT innovation in NorfolkLocal government levelled up - IoT innovation in Norfolk
Local government levelled up - IoT innovation in Norfolk
Alex Gluhak
 
Nature smart Cities - New technologies for assessing Biodiversity in Cities ...
Nature smart Cities - New technologies for assessing Biodiversity in Cities  ...Nature smart Cities - New technologies for assessing Biodiversity in Cities  ...
Nature smart Cities - New technologies for assessing Biodiversity in Cities ...
Alex Gluhak
 
Footfall and Eonomic recovery
Footfall and Eonomic recoveryFootfall and Eonomic recovery
Footfall and Eonomic recovery
Alex Gluhak
 
InDependAbility
InDependAbilityInDependAbility
InDependAbility
Alex Gluhak
 
A guide for lauching hardware based IoT products for startups and scaleups
A guide for lauching hardware based IoT products for startups and scaleupsA guide for lauching hardware based IoT products for startups and scaleups
A guide for lauching hardware based IoT products for startups and scaleups
Alex Gluhak
 
IoT in Healthcare
IoT in HealthcareIoT in Healthcare
IoT in Healthcare
Alex Gluhak
 
Consumer IoT – The next big 1bn $ Wave?
Consumer IoT – The next big 1bn $ Wave?Consumer IoT – The next big 1bn $ Wave?
Consumer IoT – The next big 1bn $ Wave?
Alex Gluhak
 
CityGate - IoT platform and smart lorawan applications in Birmingham
CityGate - IoT platform and smart lorawan applications in BirminghamCityGate - IoT platform and smart lorawan applications in Birmingham
CityGate - IoT platform and smart lorawan applications in Birmingham
Alex Gluhak
 
Assistive living applications for elderly care based on Sigfox technology,
Assistive living applications for elderly care based on Sigfox technology,Assistive living applications for elderly care based on Sigfox technology,
Assistive living applications for elderly care based on Sigfox technology,
Alex Gluhak
 
Impact of temperature on LoRa networks
Impact of temperature on LoRa networksImpact of temperature on LoRa networks
Impact of temperature on LoRa networks
Alex Gluhak
 

More from Alex Gluhak (20)

DS4SSCC @ Data Talks.pdf
DS4SSCC @ Data Talks.pdfDS4SSCC @ Data Talks.pdf
DS4SSCC @ Data Talks.pdf
 
Inisghts from data to plan and optimise shared bike usage
Inisghts from data to plan and optimise shared bike usageInisghts from data to plan and optimise shared bike usage
Inisghts from data to plan and optimise shared bike usage
 
Urban Data For Urban Innovation
Urban Data For Urban InnovationUrban Data For Urban Innovation
Urban Data For Urban Innovation
 
Cities In Charge: How urban data can improve the operation of Public EV charg...
Cities In Charge: How urban data can improve the operation of Public EV charg...Cities In Charge: How urban data can improve the operation of Public EV charg...
Cities In Charge: How urban data can improve the operation of Public EV charg...
 
Telraam
TelraamTelraam
Telraam
 
Measuring the Social Impact of Air Quality
Measuring the Social Impact of Air QualityMeasuring the Social Impact of Air Quality
Measuring the Social Impact of Air Quality
 
Leveraging the Platform effect for cities
Leveraging the Platform effect for citiesLeveraging the Platform effect for cities
Leveraging the Platform effect for cities
 
Building Porto's Open Data Platform
Building Porto's Open Data PlatformBuilding Porto's Open Data Platform
Building Porto's Open Data Platform
 
High Street Data Service
High Street Data ServiceHigh Street Data Service
High Street Data Service
 
Urban observatory talk by Phil James, Newcastle University
Urban observatory talk by Phil James, Newcastle UniversityUrban observatory talk by Phil James, Newcastle University
Urban observatory talk by Phil James, Newcastle University
 
Local government levelled up - IoT innovation in Norfolk
Local government levelled up - IoT innovation in NorfolkLocal government levelled up - IoT innovation in Norfolk
Local government levelled up - IoT innovation in Norfolk
 
Nature smart Cities - New technologies for assessing Biodiversity in Cities ...
Nature smart Cities - New technologies for assessing Biodiversity in Cities  ...Nature smart Cities - New technologies for assessing Biodiversity in Cities  ...
Nature smart Cities - New technologies for assessing Biodiversity in Cities ...
 
Footfall and Eonomic recovery
Footfall and Eonomic recoveryFootfall and Eonomic recovery
Footfall and Eonomic recovery
 
InDependAbility
InDependAbilityInDependAbility
InDependAbility
 
A guide for lauching hardware based IoT products for startups and scaleups
A guide for lauching hardware based IoT products for startups and scaleupsA guide for lauching hardware based IoT products for startups and scaleups
A guide for lauching hardware based IoT products for startups and scaleups
 
IoT in Healthcare
IoT in HealthcareIoT in Healthcare
IoT in Healthcare
 
Consumer IoT – The next big 1bn $ Wave?
Consumer IoT – The next big 1bn $ Wave?Consumer IoT – The next big 1bn $ Wave?
Consumer IoT – The next big 1bn $ Wave?
 
CityGate - IoT platform and smart lorawan applications in Birmingham
CityGate - IoT platform and smart lorawan applications in BirminghamCityGate - IoT platform and smart lorawan applications in Birmingham
CityGate - IoT platform and smart lorawan applications in Birmingham
 
Assistive living applications for elderly care based on Sigfox technology,
Assistive living applications for elderly care based on Sigfox technology,Assistive living applications for elderly care based on Sigfox technology,
Assistive living applications for elderly care based on Sigfox technology,
 
Impact of temperature on LoRa networks
Impact of temperature on LoRa networksImpact of temperature on LoRa networks
Impact of temperature on LoRa networks
 

Recently uploaded

Ch03-Managing the Object-Oriented Information Systems Project a.pdf
Ch03-Managing the Object-Oriented Information Systems Project a.pdfCh03-Managing the Object-Oriented Information Systems Project a.pdf
Ch03-Managing the Object-Oriented Information Systems Project a.pdf
haila53
 
一比一原版(BU毕业证)波士顿大学毕业证成绩单
一比一原版(BU毕业证)波士顿大学毕业证成绩单一比一原版(BU毕业证)波士顿大学毕业证成绩单
一比一原版(BU毕业证)波士顿大学毕业证成绩单
ewymefz
 
一比一原版(NYU毕业证)纽约大学毕业证成绩单
一比一原版(NYU毕业证)纽约大学毕业证成绩单一比一原版(NYU毕业证)纽约大学毕业证成绩单
一比一原版(NYU毕业证)纽约大学毕业证成绩单
ewymefz
 
一比一原版(Bradford毕业证书)布拉德福德大学毕业证如何办理
一比一原版(Bradford毕业证书)布拉德福德大学毕业证如何办理一比一原版(Bradford毕业证书)布拉德福德大学毕业证如何办理
一比一原版(Bradford毕业证书)布拉德福德大学毕业证如何办理
mbawufebxi
 
一比一原版(RUG毕业证)格罗宁根大学毕业证成绩单
一比一原版(RUG毕业证)格罗宁根大学毕业证成绩单一比一原版(RUG毕业证)格罗宁根大学毕业证成绩单
一比一原版(RUG毕业证)格罗宁根大学毕业证成绩单
vcaxypu
 
一比一原版(UofS毕业证书)萨省大学毕业证如何办理
一比一原版(UofS毕业证书)萨省大学毕业证如何办理一比一原版(UofS毕业证书)萨省大学毕业证如何办理
一比一原版(UofS毕业证书)萨省大学毕业证如何办理
v3tuleee
 
一比一原版(UIUC毕业证)伊利诺伊大学|厄巴纳-香槟分校毕业证如何办理
一比一原版(UIUC毕业证)伊利诺伊大学|厄巴纳-香槟分校毕业证如何办理一比一原版(UIUC毕业证)伊利诺伊大学|厄巴纳-香槟分校毕业证如何办理
一比一原版(UIUC毕业证)伊利诺伊大学|厄巴纳-香槟分校毕业证如何办理
ahzuo
 
Machine learning and optimization techniques for electrical drives.pptx
Machine learning and optimization techniques for electrical drives.pptxMachine learning and optimization techniques for electrical drives.pptx
Machine learning and optimization techniques for electrical drives.pptx
balafet
 
Empowering Data Analytics Ecosystem.pptx
Empowering Data Analytics Ecosystem.pptxEmpowering Data Analytics Ecosystem.pptx
Empowering Data Analytics Ecosystem.pptx
benishzehra469
 
一比一原版(YU毕业证)约克大学毕业证成绩单
一比一原版(YU毕业证)约克大学毕业证成绩单一比一原版(YU毕业证)约克大学毕业证成绩单
一比一原版(YU毕业证)约克大学毕业证成绩单
enxupq
 
社内勉強会資料_LLM Agents                              .
社内勉強会資料_LLM Agents                              .社内勉強会資料_LLM Agents                              .
社内勉強会資料_LLM Agents                              .
NABLAS株式会社
 
Malana- Gimlet Market Analysis (Portfolio 2)
Malana- Gimlet Market Analysis (Portfolio 2)Malana- Gimlet Market Analysis (Portfolio 2)
Malana- Gimlet Market Analysis (Portfolio 2)
TravisMalana
 
Predicting Product Ad Campaign Performance: A Data Analysis Project Presentation
Predicting Product Ad Campaign Performance: A Data Analysis Project PresentationPredicting Product Ad Campaign Performance: A Data Analysis Project Presentation
Predicting Product Ad Campaign Performance: A Data Analysis Project Presentation
Boston Institute of Analytics
 
FP Growth Algorithm and its Applications
FP Growth Algorithm and its ApplicationsFP Growth Algorithm and its Applications
FP Growth Algorithm and its Applications
MaleehaSheikh2
 
一比一原版(ArtEZ毕业证)ArtEZ艺术学院毕业证成绩单
一比一原版(ArtEZ毕业证)ArtEZ艺术学院毕业证成绩单一比一原版(ArtEZ毕业证)ArtEZ艺术学院毕业证成绩单
一比一原版(ArtEZ毕业证)ArtEZ艺术学院毕业证成绩单
vcaxypu
 
Sample_Global Non-invasive Prenatal Testing (NIPT) Market, 2019-2030.pdf
Sample_Global Non-invasive Prenatal Testing (NIPT) Market, 2019-2030.pdfSample_Global Non-invasive Prenatal Testing (NIPT) Market, 2019-2030.pdf
Sample_Global Non-invasive Prenatal Testing (NIPT) Market, 2019-2030.pdf
Linda486226
 
做(mqu毕业证书)麦考瑞大学毕业证硕士文凭证书学费发票原版一模一样
做(mqu毕业证书)麦考瑞大学毕业证硕士文凭证书学费发票原版一模一样做(mqu毕业证书)麦考瑞大学毕业证硕士文凭证书学费发票原版一模一样
做(mqu毕业证书)麦考瑞大学毕业证硕士文凭证书学费发票原版一模一样
axoqas
 
一比一原版(TWU毕业证)西三一大学毕业证成绩单
一比一原版(TWU毕业证)西三一大学毕业证成绩单一比一原版(TWU毕业证)西三一大学毕业证成绩单
一比一原版(TWU毕业证)西三一大学毕业证成绩单
ocavb
 
standardisation of garbhpala offhgfffghh
standardisation of garbhpala offhgfffghhstandardisation of garbhpala offhgfffghh
standardisation of garbhpala offhgfffghh
ArpitMalhotra16
 
一比一原版(UniSA毕业证书)南澳大学毕业证如何办理
一比一原版(UniSA毕业证书)南澳大学毕业证如何办理一比一原版(UniSA毕业证书)南澳大学毕业证如何办理
一比一原版(UniSA毕业证书)南澳大学毕业证如何办理
slg6lamcq
 

Recently uploaded (20)

Ch03-Managing the Object-Oriented Information Systems Project a.pdf
Ch03-Managing the Object-Oriented Information Systems Project a.pdfCh03-Managing the Object-Oriented Information Systems Project a.pdf
Ch03-Managing the Object-Oriented Information Systems Project a.pdf
 
一比一原版(BU毕业证)波士顿大学毕业证成绩单
一比一原版(BU毕业证)波士顿大学毕业证成绩单一比一原版(BU毕业证)波士顿大学毕业证成绩单
一比一原版(BU毕业证)波士顿大学毕业证成绩单
 
一比一原版(NYU毕业证)纽约大学毕业证成绩单
一比一原版(NYU毕业证)纽约大学毕业证成绩单一比一原版(NYU毕业证)纽约大学毕业证成绩单
一比一原版(NYU毕业证)纽约大学毕业证成绩单
 
一比一原版(Bradford毕业证书)布拉德福德大学毕业证如何办理
一比一原版(Bradford毕业证书)布拉德福德大学毕业证如何办理一比一原版(Bradford毕业证书)布拉德福德大学毕业证如何办理
一比一原版(Bradford毕业证书)布拉德福德大学毕业证如何办理
 
一比一原版(RUG毕业证)格罗宁根大学毕业证成绩单
一比一原版(RUG毕业证)格罗宁根大学毕业证成绩单一比一原版(RUG毕业证)格罗宁根大学毕业证成绩单
一比一原版(RUG毕业证)格罗宁根大学毕业证成绩单
 
一比一原版(UofS毕业证书)萨省大学毕业证如何办理
一比一原版(UofS毕业证书)萨省大学毕业证如何办理一比一原版(UofS毕业证书)萨省大学毕业证如何办理
一比一原版(UofS毕业证书)萨省大学毕业证如何办理
 
一比一原版(UIUC毕业证)伊利诺伊大学|厄巴纳-香槟分校毕业证如何办理
一比一原版(UIUC毕业证)伊利诺伊大学|厄巴纳-香槟分校毕业证如何办理一比一原版(UIUC毕业证)伊利诺伊大学|厄巴纳-香槟分校毕业证如何办理
一比一原版(UIUC毕业证)伊利诺伊大学|厄巴纳-香槟分校毕业证如何办理
 
Machine learning and optimization techniques for electrical drives.pptx
Machine learning and optimization techniques for electrical drives.pptxMachine learning and optimization techniques for electrical drives.pptx
Machine learning and optimization techniques for electrical drives.pptx
 
Empowering Data Analytics Ecosystem.pptx
Empowering Data Analytics Ecosystem.pptxEmpowering Data Analytics Ecosystem.pptx
Empowering Data Analytics Ecosystem.pptx
 
一比一原版(YU毕业证)约克大学毕业证成绩单
一比一原版(YU毕业证)约克大学毕业证成绩单一比一原版(YU毕业证)约克大学毕业证成绩单
一比一原版(YU毕业证)约克大学毕业证成绩单
 
社内勉強会資料_LLM Agents                              .
社内勉強会資料_LLM Agents                              .社内勉強会資料_LLM Agents                              .
社内勉強会資料_LLM Agents                              .
 
Malana- Gimlet Market Analysis (Portfolio 2)
Malana- Gimlet Market Analysis (Portfolio 2)Malana- Gimlet Market Analysis (Portfolio 2)
Malana- Gimlet Market Analysis (Portfolio 2)
 
Predicting Product Ad Campaign Performance: A Data Analysis Project Presentation
Predicting Product Ad Campaign Performance: A Data Analysis Project PresentationPredicting Product Ad Campaign Performance: A Data Analysis Project Presentation
Predicting Product Ad Campaign Performance: A Data Analysis Project Presentation
 
FP Growth Algorithm and its Applications
FP Growth Algorithm and its ApplicationsFP Growth Algorithm and its Applications
FP Growth Algorithm and its Applications
 
一比一原版(ArtEZ毕业证)ArtEZ艺术学院毕业证成绩单
一比一原版(ArtEZ毕业证)ArtEZ艺术学院毕业证成绩单一比一原版(ArtEZ毕业证)ArtEZ艺术学院毕业证成绩单
一比一原版(ArtEZ毕业证)ArtEZ艺术学院毕业证成绩单
 
Sample_Global Non-invasive Prenatal Testing (NIPT) Market, 2019-2030.pdf
Sample_Global Non-invasive Prenatal Testing (NIPT) Market, 2019-2030.pdfSample_Global Non-invasive Prenatal Testing (NIPT) Market, 2019-2030.pdf
Sample_Global Non-invasive Prenatal Testing (NIPT) Market, 2019-2030.pdf
 
做(mqu毕业证书)麦考瑞大学毕业证硕士文凭证书学费发票原版一模一样
做(mqu毕业证书)麦考瑞大学毕业证硕士文凭证书学费发票原版一模一样做(mqu毕业证书)麦考瑞大学毕业证硕士文凭证书学费发票原版一模一样
做(mqu毕业证书)麦考瑞大学毕业证硕士文凭证书学费发票原版一模一样
 
一比一原版(TWU毕业证)西三一大学毕业证成绩单
一比一原版(TWU毕业证)西三一大学毕业证成绩单一比一原版(TWU毕业证)西三一大学毕业证成绩单
一比一原版(TWU毕业证)西三一大学毕业证成绩单
 
standardisation of garbhpala offhgfffghh
standardisation of garbhpala offhgfffghhstandardisation of garbhpala offhgfffghh
standardisation of garbhpala offhgfffghh
 
一比一原版(UniSA毕业证书)南澳大学毕业证如何办理
一比一原版(UniSA毕业证书)南澳大学毕业证如何办理一比一原版(UniSA毕业证书)南澳大学毕业证如何办理
一比一原版(UniSA毕业证书)南澳大学毕业证如何办理
 

Can data play a role in making the streets safer for women?

  • 1. Can data play a role in making the streets safer for women? Can data play a role in making the streets safer for women? Mark Stanley @markstanleyuk mark.stanley@thingitude.com
  • 2. About Thingitude ▪ We help the public sector understand the potential of the Internet of Things to: 1. Deliver services more effectively 2. Improve daily life for people, removing “friction” 3. Stimulate economic development ▪ Mark Stanley is co-organizer of The Things Conference UK, ambassador for The Things Network, and actively promotes community-led IoT across the UK.
  • 3. MyWay Helping women students feel safer walking home in Reading at night.
  • 4. The problem Crime Map • Over 2,000 crimes of a violent or sexual nature reported each year (2,175 in 2019) • Less than 8% of these crimes get reported • Reading is comparatively safe
  • 5. A global problem UK: 1.2m EU: 11m Worldwide: 40m
  • 6. Our approach User centred design with women university students
  • 7. User engagement Initial survey User interviews Co-design workshops Trial sign-ups…
  • 8. Survey of 50 women students 0 20 25 39 0 5 10 15 20 25 30 35 40 45 Drive Bus Taxi Walk How do you travel home at night?
  • 9. Survey of 50 women students 0 10 20 30 40 50 60 Being approached Being followed Isolated / unable to defend myself Being attacked Men / Groups of men What do you worry about when you are out at night?
  • 11. User engagement Initial survey User interviews Co-design workshops Trial sign-ups…
  • 12. User centred design User centred design
  • 13.
  • 14. MyWay street sensors Covering 100+ streets in Reading town centre and student housing areas Gathering info such as: • People movement • Light levels • Types of noises • Others… Sending data over the Smart Berkshire LoRaWAN network
  • 15. MyWay App Bus data Sensor data Crowd- sourced data 12
  • 16. User engagement Trial sign-ups: 82 students Many thanks to Reading University Student Union for their support!
  • 17.
  • 18. User feedback “I felt more sure and safe” “I would have loved this in my first year” • Overwhelmingly positive • Especially good for first year students new to the town • Students check app before starting journey • Most students added their mum as a contact • Women students would all share the app with men they trust “I felt a lot safer as I could see which areas were lit and where the most people were”
  • 19. What’s next? MyWay • Going live at University of Reading this year • Refine MyWay app - user feedback and one major new feature • Offering MyWay to other university towns and cities Other opportunities • Explore other uses of street sensor data for towns and cities • Further development of our multi-sensor platform
  • 20. Until we have a “creepy man” sensor… 1. Believe women 2. Don’t stare – it’s really threatening 3. Keep your comments to yourself 4. Don’t rush up behind women – cross the road 5. Speak out when friends or colleagues are being dicks
  • 21. Thank you. Any questions? Thank you. Any questions? Privacy? Can the public use MyWay? Could we use the data for..?