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Place Digger
Dig before you decide
Team Members:
Mahtab Farshchi
Rowena Parsons
Lise Quesnel
Sunny Townsend
Chris Taylor
How can I understand what a place is like?
● Before I move there
● Before I invest in property there
It is difficult to find out about the quality of the natural environment
e.g.
● Air quality
● Land contamination
● Quality of green space
particularly when moving from far away.
The Problem Being Solved
#edxhack
#edxhack
#edxhack
Lots of sites for property searches e.g. Zoopla, rightmove
These site have rich functionality e.g.
● Price comparison
● Map of local schools, transport, healthcare, etc.
● Local ratings, e.g., crime rates, tax rates
– but they lack the environmental dimension
#edxhack
House buyers have the option
to pay for an “Environmental
Search” but in effect this is only
a Land Contamination search.
● Costs about £30
● Takes about 48 hours
● Most people opt out
We believe there is a gap in the
market for a complete overview
of Environmental Open Data in
a convenient format.
#edxhack
It also means there is less pressure from citizens to improve the
natural environment.
#edxhack
This means people make bad decisions about where to live
The Solution
#edxhack
Dig before you decide
PlaceDigger Phase 1 Customers
#edxhack
● People looking for an area to move to
● People at the point of buying a new property,
undertaking due diligence on their purchase
● Existing residents interested in their local area
● Institutional investors in property
How PlaceDigger uses Environmental Data
Potentially there is a lot of data to present
● users need help to dig it up
But it is likely to have gaps
● some types available for some areas but not others
● in some areas issues may not be significant e.g. no risk of coastal flooding if you live
inland
And different users will be more or less interested in different things
● consider different factors to be more or less important e.g. greenspace v air quality
● what is important may vary over time e.g. if you already live there vs if you’re looking to
buy
Our ‘relevance engine’ makes the best of the data
we have for each user who wants it
PlaceDigger’s Relevance Engine
#edxhack
Schools, transport,
communities
Mortality, health
problems
House price trends,
local jobs
Relevance
engine
User preferences
Social
Health
Economic
Environmental air quality
green space
contaminated land
Monetisation & Value
#edxhack
• General
consumption
Phase 1
• Advertising
Phase 2
• Licensing
Phase 3
Evolution of the PlaceDigger product
Target user or customer
#edxhack
● General public
● House buyers
● Renters
● Local authorities
Phase 1
● Property Developers
● Commercial users
● Institutional investors
● Insurance companies
Phase 2
● 3rd Party websites
Phase 3
PlaceDigger: Monetisation Phases
Phase 1
PlaceDigger Beta
15
Phase 2
PlaceDigger
Phase 3
PlaceDigger Lite
PlaceDigger Pro
Free search by postcode Free search by postcode Free search
Instant Paid Report
Ad Sales
Revenue
Ad Sales
Click Through Referrals
Report Charges
Ad Sales
Click Through Referrals
DataOffering
Natural Environment
Natural Environment
Quality of Life
Natural Environment
Quality of Life
Property Quality Report
#edxhack
Ads c5p to £5 per click Referrals c£5
Conveyancer environmental
search : £30
Full conveyancing report: up to £2000
taks 48hrs to a week
Comp-
etition
PlaceDigger Pro offerings
#edxhack
Natural
Air
Water
Land
Wildlife
Biodiversity
Green spaces
Common land
Social
Crime
Schooling
Average age
Community
Social trends
(newspapers, life
style, etc.)
Care homes
Health
Hospitals’ quality
ratings
Local hospitals
A&E departments
GPs and clinics
Mortality rates
Life expectancy
Economic
Property prices
Transport
Shopping
Jobs
Employment
Council tax
Insurance
ele/gas/internet
Ground rates
Removal rates
Stamp duty
Some EDX datasets with relevant subject areas...
Riskof Floodingfrom Rivers and Sea
Postcodes in Areas at Risk
Historic Flood Map
Source: Environment Agency
3 hourly weather forecastand observational data - UK locations
Source: Met Office
SPOT-1
Source: Astrium GEO-Information Services
TerraSAR-X
Source: Astrium GEO-Information Services
Applications: Cartography, surface, civil planning and mapping, digital terrain models, environmental
monitoring, maritime monitoring, surface movement monitoring, change detection
RDF International Waste Shipments from England ...
URL: http://www.geostore.com/environment-agency/
Category 1 and 2 pollution incidents by sourceto ...
URL: http://data.defra.gov.uk/env/spfg15-serious-poll-incid-201112.csv
Atmospheric Model Data from the TEMPEST
Source: NERC
UK-DMC1
UK-DMC2 2010 Archive Direct Download
Source: DMCii
Applications: Forestry, Agriculture, Emergency and Disasters, Land Cover Mapping
Air Quality Monitoring Stations
Source: Salford City Council
PlaceDigger Partners
#edxhack
People who give us property data to display on our site e.g.
● Zoopla
People we refer our visitors to e.g.
● solicitors
● conveyancers
People from whom we get data to show on our site, e.g.
● local authorities
● Defra, EA,
● Twitter
● local community groups
Validation
#edxhack
Internally:
Defra
Environmental Agency
AMEE
Future validation will include survey of the users, focus groups and other scientific studies relating to choice of
places for residential and nonresidential purposes
#edxhack CSV file downloaded
#edxhack Bluemix: IBM SQL Database
#edxhack Bluemix: Browse to CSV file
#edxhack Bluemix: Specify date formats
#edxhack Bluemix: Preview the data
#edxhack Bluemix: Select ‘Create New Table’
#edxhack Bluemix: Preview Data Types
#edxhack Bluemix: Success!
Mining the Datasets
Good News! Many datasets with relevant titles
Challenges
not all accessible for “automated download”
not necessarily immediately usable information
Requires more costly human expertise & intervention initially…
Linked Data is part of solution….
Potential partners / channels and next steps
#edxhack#edxhack
Thank youspecial thanks to DigiCatapult, the judges,
Lewis@RedNinja, Nick@AMEE
© 2014 Gabriella Karney Photography

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Place Digger - Environmental Data Exchange Hack Weekend

  • 1. Place Digger Dig before you decide Team Members: Mahtab Farshchi Rowena Parsons Lise Quesnel Sunny Townsend Chris Taylor
  • 2. How can I understand what a place is like? ● Before I move there ● Before I invest in property there It is difficult to find out about the quality of the natural environment e.g. ● Air quality ● Land contamination ● Quality of green space particularly when moving from far away. The Problem Being Solved #edxhack
  • 5. Lots of sites for property searches e.g. Zoopla, rightmove These site have rich functionality e.g. ● Price comparison ● Map of local schools, transport, healthcare, etc. ● Local ratings, e.g., crime rates, tax rates – but they lack the environmental dimension #edxhack
  • 6. House buyers have the option to pay for an “Environmental Search” but in effect this is only a Land Contamination search. ● Costs about £30 ● Takes about 48 hours ● Most people opt out We believe there is a gap in the market for a complete overview of Environmental Open Data in a convenient format. #edxhack
  • 7. It also means there is less pressure from citizens to improve the natural environment. #edxhack This means people make bad decisions about where to live
  • 9. PlaceDigger Phase 1 Customers #edxhack ● People looking for an area to move to ● People at the point of buying a new property, undertaking due diligence on their purchase ● Existing residents interested in their local area ● Institutional investors in property
  • 10.
  • 11. How PlaceDigger uses Environmental Data Potentially there is a lot of data to present ● users need help to dig it up But it is likely to have gaps ● some types available for some areas but not others ● in some areas issues may not be significant e.g. no risk of coastal flooding if you live inland And different users will be more or less interested in different things ● consider different factors to be more or less important e.g. greenspace v air quality ● what is important may vary over time e.g. if you already live there vs if you’re looking to buy Our ‘relevance engine’ makes the best of the data we have for each user who wants it
  • 12. PlaceDigger’s Relevance Engine #edxhack Schools, transport, communities Mortality, health problems House price trends, local jobs Relevance engine User preferences Social Health Economic Environmental air quality green space contaminated land
  • 13. Monetisation & Value #edxhack • General consumption Phase 1 • Advertising Phase 2 • Licensing Phase 3
  • 14. Evolution of the PlaceDigger product Target user or customer #edxhack ● General public ● House buyers ● Renters ● Local authorities Phase 1 ● Property Developers ● Commercial users ● Institutional investors ● Insurance companies Phase 2 ● 3rd Party websites Phase 3
  • 15. PlaceDigger: Monetisation Phases Phase 1 PlaceDigger Beta 15 Phase 2 PlaceDigger Phase 3 PlaceDigger Lite PlaceDigger Pro Free search by postcode Free search by postcode Free search Instant Paid Report Ad Sales Revenue Ad Sales Click Through Referrals Report Charges Ad Sales Click Through Referrals DataOffering Natural Environment Natural Environment Quality of Life Natural Environment Quality of Life Property Quality Report #edxhack Ads c5p to £5 per click Referrals c£5 Conveyancer environmental search : £30 Full conveyancing report: up to £2000 taks 48hrs to a week Comp- etition
  • 16. PlaceDigger Pro offerings #edxhack Natural Air Water Land Wildlife Biodiversity Green spaces Common land Social Crime Schooling Average age Community Social trends (newspapers, life style, etc.) Care homes Health Hospitals’ quality ratings Local hospitals A&E departments GPs and clinics Mortality rates Life expectancy Economic Property prices Transport Shopping Jobs Employment Council tax Insurance ele/gas/internet Ground rates Removal rates Stamp duty
  • 17. Some EDX datasets with relevant subject areas... Riskof Floodingfrom Rivers and Sea Postcodes in Areas at Risk Historic Flood Map Source: Environment Agency 3 hourly weather forecastand observational data - UK locations Source: Met Office SPOT-1 Source: Astrium GEO-Information Services TerraSAR-X Source: Astrium GEO-Information Services Applications: Cartography, surface, civil planning and mapping, digital terrain models, environmental monitoring, maritime monitoring, surface movement monitoring, change detection RDF International Waste Shipments from England ... URL: http://www.geostore.com/environment-agency/ Category 1 and 2 pollution incidents by sourceto ... URL: http://data.defra.gov.uk/env/spfg15-serious-poll-incid-201112.csv Atmospheric Model Data from the TEMPEST Source: NERC UK-DMC1 UK-DMC2 2010 Archive Direct Download Source: DMCii Applications: Forestry, Agriculture, Emergency and Disasters, Land Cover Mapping Air Quality Monitoring Stations Source: Salford City Council
  • 18. PlaceDigger Partners #edxhack People who give us property data to display on our site e.g. ● Zoopla People we refer our visitors to e.g. ● solicitors ● conveyancers People from whom we get data to show on our site, e.g. ● local authorities ● Defra, EA, ● Twitter ● local community groups
  • 19. Validation #edxhack Internally: Defra Environmental Agency AMEE Future validation will include survey of the users, focus groups and other scientific studies relating to choice of places for residential and nonresidential purposes
  • 20. #edxhack CSV file downloaded
  • 21. #edxhack Bluemix: IBM SQL Database
  • 25. #edxhack Bluemix: Select ‘Create New Table’
  • 28. Mining the Datasets Good News! Many datasets with relevant titles Challenges not all accessible for “automated download” not necessarily immediately usable information Requires more costly human expertise & intervention initially… Linked Data is part of solution….
  • 29. Potential partners / channels and next steps #edxhack#edxhack
  • 30. Thank youspecial thanks to DigiCatapult, the judges, Lewis@RedNinja, Nick@AMEE © 2014 Gabriella Karney Photography