SlideShare a Scribd company logo
1 of 41
Download to read offline
The Realities of Open Geo Data
Tyler Bell:
@twbell
1989 - GPS
http://en.wikipedia.org/wiki/File:GPS_Satellite_NASA_art-iif.jpg
May 2000 – “Selective
Availability” of GPS
Ends
August 2004 – More People
Use Online Maps Than Use
Email
August 2004 –
OpenStreetMap Conceived
June 2005 – Open Source
And Maps Start To Come
Together
June 2006 – OpenStreetMap
Maps The Isle Of Wight
December 2006 –
Neogeography
July 2007 – The First
OpenStreetMap Conference
July 2010 – MapQuest Open
Uses OpenStreetMap Data
Frictions
Price Friction
2008 – Google Drives Down
Costs
October 2009 – Farewell
TeleAtlas (In The US)
License Friction
"Substantial" = "less
than (sic) 100 features"
Format & Accessibility
Friction
4x first-time
users (woot)
JSON FTW
1. Include as much detail and resolution as possible. County-level data is better than state-level data which is
better than national-level data. Bonus points if you break it down further by age, sex, etc. I understand that this
can't always be done for privacy reasons, but it is immensely useful when it is possible.
2. Use a flexible file format. My preference is .csv, because it can be read by almost any program. I'll tolerate .xls,
but I'm not pleased with .xlsx (not everyone uses Excel!). And please, please, please do not use pdf.
3. If you do use a spreadsheet format, do not use multiple sheets, nested headers, merged cells, strategic cell
borders, etc. Make it as plain as possible. Don't worry that you'll end up with too many files if you don't use
sheets. Release them in a zipped folder instead.
4. Use short variable names with no whitespace. Underscores are usually a safe bet, so instead of "Number of
new tuberculosis cases" use "incident_tb". If you have a corresponding column, e.g. confidence intervals in the
screenshot shown above, make the variable name relevant. Use "UCI_incident_tb" instead of relying on the
column's proximity to "incident_tb" to indicate a pairing. Include a README that explains the variable names if
you're worried they aren't descriptive enough.
5. Actually, include a README no matter what. It can include variable names, units of measurement, notes on
data collection/reporting/suppression, or anything else that is relevant.
6. Tell me whom to cite! I'm so pleased to be able to use your data, and I'd love to give you the credit you
deserve. Put your citation on your website, in your README, and everywhere else I might look for it so that I can
use it appropriately. Or post it to figshare where it will automatically be assigned a doi. It's an easy way to make
you data citeable, shareable, and version controlled.
Bookmark these guidelines. Next time you reach for the 'export to PDF' button, or begin to use the change-cell-
border feature on Excel, pull this out and remind yourself, 'this is not machine-readable. Nobody will use my data if I
release it like this.' Then rejoice that you are awesome for sharing your data, and for doing so in a way that is actually
useful. And for that, I thank you.
Caitlin Rivers:
"Send me your data; PDF is fine"
- no one, ever
// Function: guidGenerator
// Description:returns a pseudo-random GUID
//This is appended to a url for 2 reasons
//1. to make the URL unique, so that the browser
always gets it and doesn't use a cached version
//2. to make a URL look like its got a unique key, in a
naive attempt to fool a not-so-wily hacker
//into thinking they can't download a datapack
directly if they know the URL pattern, because they
//need a unique key.
Prosser: But the plans were on display.
Arthur Dent: On display? I eventually had to go down to the
cellar.
Prosser: That's the display department.
Arthur Dent: With a torch.
Prosser: The lights had probably gone.
Arthur Dent: So had the stairs.
Prosser: But you did see the notice, didn't you?
Arthur Dent: Oh, yes. It was on display in the bottom of a
locked filing cabinet stuck in a disused lavatory with a sign
outside the door saying "Beware of the Leopard."
Palo Alto gets it
This Just In!
Let's Talk About the
Future
"It’s just dumb that a 100mil+ people carry
GPS device in their pockets and we have
to buy expensive proprietary data to find
out about the shape of where we live."
"It is equal parts sad-making and hate-
making that we're all still stuck suffering
the lack of a comprehensive and open
dataset for places."
The former Flickr guys
get it
This is a Pivotal Moment for
Geo
Krissy Venosdale on Flickr : http://www.flickr.com/photos/venosdale/4538665373/
Sebastien Bertrand / Flickr : http://www.flickr.com/photos/tiseb/3148814484/
We Make Data
Artifactual Data
Matthew Fontaine Maury
(January 14, 1806 – February 1, 1873)
American astronomer, historian, oceanographer,
meteorologist, cartographer, author, geologist, and
educator.
"Every ship that navigates
the high seas may
henceforth be regarded as
a floating observatory, a
temple of science"
22,000+ Personal
Weather Stations
Read
This
"Seeds [...] are one of the original information storage devices, it’s
almost hard to understand why libraries haven’t always included seeds"
but open is winning
"When you and I interact, our ability to be together on
Earth is predicated by all the stuff that people did for
thousands of years. You and I didn't invent language.
You and I didn't invent clothes, roads, agriculture. It's
up to us to be not just the receivers of what was given
to us, but the givers of whatever's going to come next."
- John Bunker
Fin
Tyler Bell
tyler@factual.com
@twbell

More Related Content

Recently uploaded

Scanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL CertsScanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL CertsRizwan Syed
 
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...Integration and Automation in Practice: CI/CD in Mule Integration and Automat...
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...Patryk Bandurski
 
Connect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck PresentationConnect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck PresentationSlibray Presentation
 
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024BookNet Canada
 
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek SchlawackFwdays
 
Install Stable Diffusion in windows machine
Install Stable Diffusion in windows machineInstall Stable Diffusion in windows machine
Install Stable Diffusion in windows machinePadma Pradeep
 
SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024Lorenzo Miniero
 
DevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache MavenDevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache MavenHervé Boutemy
 
Commit 2024 - Secret Management made easy
Commit 2024 - Secret Management made easyCommit 2024 - Secret Management made easy
Commit 2024 - Secret Management made easyAlfredo García Lavilla
 
"Federated learning: out of reach no matter how close",Oleksandr Lapshyn
"Federated learning: out of reach no matter how close",Oleksandr Lapshyn"Federated learning: out of reach no matter how close",Oleksandr Lapshyn
"Federated learning: out of reach no matter how close",Oleksandr LapshynFwdays
 
Gen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdfGen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdfAddepto
 
"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr BaganFwdays
 
Anypoint Exchange: It’s Not Just a Repo!
Anypoint Exchange: It’s Not Just a Repo!Anypoint Exchange: It’s Not Just a Repo!
Anypoint Exchange: It’s Not Just a Repo!Manik S Magar
 
Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024Enterprise Knowledge
 
Vertex AI Gemini Prompt Engineering Tips
Vertex AI Gemini Prompt Engineering TipsVertex AI Gemini Prompt Engineering Tips
Vertex AI Gemini Prompt Engineering TipsMiki Katsuragi
 
Story boards and shot lists for my a level piece
Story boards and shot lists for my a level pieceStory boards and shot lists for my a level piece
Story boards and shot lists for my a level piececharlottematthew16
 
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmaticsKotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmaticscarlostorres15106
 
Beyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
Beyond Boundaries: Leveraging No-Code Solutions for Industry InnovationBeyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
Beyond Boundaries: Leveraging No-Code Solutions for Industry InnovationSafe Software
 
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)Mark Simos
 

Recently uploaded (20)

Scanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL CertsScanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL Certs
 
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...Integration and Automation in Practice: CI/CD in Mule Integration and Automat...
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...
 
Connect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck PresentationConnect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck Presentation
 
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
 
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
 
Install Stable Diffusion in windows machine
Install Stable Diffusion in windows machineInstall Stable Diffusion in windows machine
Install Stable Diffusion in windows machine
 
SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024
 
DevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache MavenDevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache Maven
 
Commit 2024 - Secret Management made easy
Commit 2024 - Secret Management made easyCommit 2024 - Secret Management made easy
Commit 2024 - Secret Management made easy
 
"Federated learning: out of reach no matter how close",Oleksandr Lapshyn
"Federated learning: out of reach no matter how close",Oleksandr Lapshyn"Federated learning: out of reach no matter how close",Oleksandr Lapshyn
"Federated learning: out of reach no matter how close",Oleksandr Lapshyn
 
Gen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdfGen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdf
 
"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan
 
Anypoint Exchange: It’s Not Just a Repo!
Anypoint Exchange: It’s Not Just a Repo!Anypoint Exchange: It’s Not Just a Repo!
Anypoint Exchange: It’s Not Just a Repo!
 
Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024
 
Vertex AI Gemini Prompt Engineering Tips
Vertex AI Gemini Prompt Engineering TipsVertex AI Gemini Prompt Engineering Tips
Vertex AI Gemini Prompt Engineering Tips
 
Story boards and shot lists for my a level piece
Story boards and shot lists for my a level pieceStory boards and shot lists for my a level piece
Story boards and shot lists for my a level piece
 
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmaticsKotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
 
Beyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
Beyond Boundaries: Leveraging No-Code Solutions for Industry InnovationBeyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
Beyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
 
E-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptx
E-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptxE-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptx
E-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptx
 
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
 

Featured

2024 State of Marketing Report – by Hubspot
2024 State of Marketing Report – by Hubspot2024 State of Marketing Report – by Hubspot
2024 State of Marketing Report – by HubspotMarius Sescu
 
Everything You Need To Know About ChatGPT
Everything You Need To Know About ChatGPTEverything You Need To Know About ChatGPT
Everything You Need To Know About ChatGPTExpeed Software
 
Product Design Trends in 2024 | Teenage Engineerings
Product Design Trends in 2024 | Teenage EngineeringsProduct Design Trends in 2024 | Teenage Engineerings
Product Design Trends in 2024 | Teenage EngineeringsPixeldarts
 
How Race, Age and Gender Shape Attitudes Towards Mental Health
How Race, Age and Gender Shape Attitudes Towards Mental HealthHow Race, Age and Gender Shape Attitudes Towards Mental Health
How Race, Age and Gender Shape Attitudes Towards Mental HealthThinkNow
 
AI Trends in Creative Operations 2024 by Artwork Flow.pdf
AI Trends in Creative Operations 2024 by Artwork Flow.pdfAI Trends in Creative Operations 2024 by Artwork Flow.pdf
AI Trends in Creative Operations 2024 by Artwork Flow.pdfmarketingartwork
 
PEPSICO Presentation to CAGNY Conference Feb 2024
PEPSICO Presentation to CAGNY Conference Feb 2024PEPSICO Presentation to CAGNY Conference Feb 2024
PEPSICO Presentation to CAGNY Conference Feb 2024Neil Kimberley
 
Content Methodology: A Best Practices Report (Webinar)
Content Methodology: A Best Practices Report (Webinar)Content Methodology: A Best Practices Report (Webinar)
Content Methodology: A Best Practices Report (Webinar)contently
 
How to Prepare For a Successful Job Search for 2024
How to Prepare For a Successful Job Search for 2024How to Prepare For a Successful Job Search for 2024
How to Prepare For a Successful Job Search for 2024Albert Qian
 
Social Media Marketing Trends 2024 // The Global Indie Insights
Social Media Marketing Trends 2024 // The Global Indie InsightsSocial Media Marketing Trends 2024 // The Global Indie Insights
Social Media Marketing Trends 2024 // The Global Indie InsightsKurio // The Social Media Age(ncy)
 
Trends In Paid Search: Navigating The Digital Landscape In 2024
Trends In Paid Search: Navigating The Digital Landscape In 2024Trends In Paid Search: Navigating The Digital Landscape In 2024
Trends In Paid Search: Navigating The Digital Landscape In 2024Search Engine Journal
 
5 Public speaking tips from TED - Visualized summary
5 Public speaking tips from TED - Visualized summary5 Public speaking tips from TED - Visualized summary
5 Public speaking tips from TED - Visualized summarySpeakerHub
 
ChatGPT and the Future of Work - Clark Boyd
ChatGPT and the Future of Work - Clark Boyd ChatGPT and the Future of Work - Clark Boyd
ChatGPT and the Future of Work - Clark Boyd Clark Boyd
 
Getting into the tech field. what next
Getting into the tech field. what next Getting into the tech field. what next
Getting into the tech field. what next Tessa Mero
 
Google's Just Not That Into You: Understanding Core Updates & Search Intent
Google's Just Not That Into You: Understanding Core Updates & Search IntentGoogle's Just Not That Into You: Understanding Core Updates & Search Intent
Google's Just Not That Into You: Understanding Core Updates & Search IntentLily Ray
 
Time Management & Productivity - Best Practices
Time Management & Productivity -  Best PracticesTime Management & Productivity -  Best Practices
Time Management & Productivity - Best PracticesVit Horky
 
The six step guide to practical project management
The six step guide to practical project managementThe six step guide to practical project management
The six step guide to practical project managementMindGenius
 
Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...
Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...
Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...RachelPearson36
 

Featured (20)

2024 State of Marketing Report – by Hubspot
2024 State of Marketing Report – by Hubspot2024 State of Marketing Report – by Hubspot
2024 State of Marketing Report – by Hubspot
 
Everything You Need To Know About ChatGPT
Everything You Need To Know About ChatGPTEverything You Need To Know About ChatGPT
Everything You Need To Know About ChatGPT
 
Product Design Trends in 2024 | Teenage Engineerings
Product Design Trends in 2024 | Teenage EngineeringsProduct Design Trends in 2024 | Teenage Engineerings
Product Design Trends in 2024 | Teenage Engineerings
 
How Race, Age and Gender Shape Attitudes Towards Mental Health
How Race, Age and Gender Shape Attitudes Towards Mental HealthHow Race, Age and Gender Shape Attitudes Towards Mental Health
How Race, Age and Gender Shape Attitudes Towards Mental Health
 
AI Trends in Creative Operations 2024 by Artwork Flow.pdf
AI Trends in Creative Operations 2024 by Artwork Flow.pdfAI Trends in Creative Operations 2024 by Artwork Flow.pdf
AI Trends in Creative Operations 2024 by Artwork Flow.pdf
 
Skeleton Culture Code
Skeleton Culture CodeSkeleton Culture Code
Skeleton Culture Code
 
PEPSICO Presentation to CAGNY Conference Feb 2024
PEPSICO Presentation to CAGNY Conference Feb 2024PEPSICO Presentation to CAGNY Conference Feb 2024
PEPSICO Presentation to CAGNY Conference Feb 2024
 
Content Methodology: A Best Practices Report (Webinar)
Content Methodology: A Best Practices Report (Webinar)Content Methodology: A Best Practices Report (Webinar)
Content Methodology: A Best Practices Report (Webinar)
 
How to Prepare For a Successful Job Search for 2024
How to Prepare For a Successful Job Search for 2024How to Prepare For a Successful Job Search for 2024
How to Prepare For a Successful Job Search for 2024
 
Social Media Marketing Trends 2024 // The Global Indie Insights
Social Media Marketing Trends 2024 // The Global Indie InsightsSocial Media Marketing Trends 2024 // The Global Indie Insights
Social Media Marketing Trends 2024 // The Global Indie Insights
 
Trends In Paid Search: Navigating The Digital Landscape In 2024
Trends In Paid Search: Navigating The Digital Landscape In 2024Trends In Paid Search: Navigating The Digital Landscape In 2024
Trends In Paid Search: Navigating The Digital Landscape In 2024
 
5 Public speaking tips from TED - Visualized summary
5 Public speaking tips from TED - Visualized summary5 Public speaking tips from TED - Visualized summary
5 Public speaking tips from TED - Visualized summary
 
ChatGPT and the Future of Work - Clark Boyd
ChatGPT and the Future of Work - Clark Boyd ChatGPT and the Future of Work - Clark Boyd
ChatGPT and the Future of Work - Clark Boyd
 
Getting into the tech field. what next
Getting into the tech field. what next Getting into the tech field. what next
Getting into the tech field. what next
 
Google's Just Not That Into You: Understanding Core Updates & Search Intent
Google's Just Not That Into You: Understanding Core Updates & Search IntentGoogle's Just Not That Into You: Understanding Core Updates & Search Intent
Google's Just Not That Into You: Understanding Core Updates & Search Intent
 
How to have difficult conversations
How to have difficult conversations How to have difficult conversations
How to have difficult conversations
 
Introduction to Data Science
Introduction to Data ScienceIntroduction to Data Science
Introduction to Data Science
 
Time Management & Productivity - Best Practices
Time Management & Productivity -  Best PracticesTime Management & Productivity -  Best Practices
Time Management & Productivity - Best Practices
 
The six step guide to practical project management
The six step guide to practical project managementThe six step guide to practical project management
The six step guide to practical project management
 
Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...
Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...
Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...
 

The Realities of Open Geo Data

  • 1. The Realities of Open Geo Data Tyler Bell: @twbell
  • 3. May 2000 – “Selective Availability” of GPS Ends
  • 4. August 2004 – More People Use Online Maps Than Use Email
  • 6. June 2005 – Open Source And Maps Start To Come Together
  • 7. June 2006 – OpenStreetMap Maps The Isle Of Wight
  • 9. July 2007 – The First OpenStreetMap Conference
  • 10. July 2010 – MapQuest Open Uses OpenStreetMap Data
  • 13. 2008 – Google Drives Down Costs
  • 14. October 2009 – Farewell TeleAtlas (In The US)
  • 16. "Substantial" = "less than (sic) 100 features"
  • 17.
  • 21. 1. Include as much detail and resolution as possible. County-level data is better than state-level data which is better than national-level data. Bonus points if you break it down further by age, sex, etc. I understand that this can't always be done for privacy reasons, but it is immensely useful when it is possible. 2. Use a flexible file format. My preference is .csv, because it can be read by almost any program. I'll tolerate .xls, but I'm not pleased with .xlsx (not everyone uses Excel!). And please, please, please do not use pdf. 3. If you do use a spreadsheet format, do not use multiple sheets, nested headers, merged cells, strategic cell borders, etc. Make it as plain as possible. Don't worry that you'll end up with too many files if you don't use sheets. Release them in a zipped folder instead. 4. Use short variable names with no whitespace. Underscores are usually a safe bet, so instead of "Number of new tuberculosis cases" use "incident_tb". If you have a corresponding column, e.g. confidence intervals in the screenshot shown above, make the variable name relevant. Use "UCI_incident_tb" instead of relying on the column's proximity to "incident_tb" to indicate a pairing. Include a README that explains the variable names if you're worried they aren't descriptive enough. 5. Actually, include a README no matter what. It can include variable names, units of measurement, notes on data collection/reporting/suppression, or anything else that is relevant. 6. Tell me whom to cite! I'm so pleased to be able to use your data, and I'd love to give you the credit you deserve. Put your citation on your website, in your README, and everywhere else I might look for it so that I can use it appropriately. Or post it to figshare where it will automatically be assigned a doi. It's an easy way to make you data citeable, shareable, and version controlled. Bookmark these guidelines. Next time you reach for the 'export to PDF' button, or begin to use the change-cell- border feature on Excel, pull this out and remind yourself, 'this is not machine-readable. Nobody will use my data if I release it like this.' Then rejoice that you are awesome for sharing your data, and for doing so in a way that is actually useful. And for that, I thank you. Caitlin Rivers: "Send me your data; PDF is fine" - no one, ever
  • 22. // Function: guidGenerator // Description:returns a pseudo-random GUID //This is appended to a url for 2 reasons //1. to make the URL unique, so that the browser always gets it and doesn't use a cached version //2. to make a URL look like its got a unique key, in a naive attempt to fool a not-so-wily hacker //into thinking they can't download a datapack directly if they know the URL pattern, because they //need a unique key.
  • 23. Prosser: But the plans were on display. Arthur Dent: On display? I eventually had to go down to the cellar. Prosser: That's the display department. Arthur Dent: With a torch. Prosser: The lights had probably gone. Arthur Dent: So had the stairs. Prosser: But you did see the notice, didn't you? Arthur Dent: Oh, yes. It was on display in the bottom of a locked filing cabinet stuck in a disused lavatory with a sign outside the door saying "Beware of the Leopard."
  • 26. Let's Talk About the Future
  • 27. "It’s just dumb that a 100mil+ people carry GPS device in their pockets and we have to buy expensive proprietary data to find out about the shape of where we live." "It is equal parts sad-making and hate- making that we're all still stuck suffering the lack of a comprehensive and open dataset for places." The former Flickr guys get it
  • 28. This is a Pivotal Moment for Geo Krissy Venosdale on Flickr : http://www.flickr.com/photos/venosdale/4538665373/
  • 29. Sebastien Bertrand / Flickr : http://www.flickr.com/photos/tiseb/3148814484/ We Make Data
  • 31. Matthew Fontaine Maury (January 14, 1806 – February 1, 1873) American astronomer, historian, oceanographer, meteorologist, cartographer, author, geologist, and educator. "Every ship that navigates the high seas may henceforth be regarded as a floating observatory, a temple of science"
  • 32.
  • 34.
  • 35.
  • 37. "Seeds [...] are one of the original information storage devices, it’s almost hard to understand why libraries haven’t always included seeds"
  • 38.
  • 39. but open is winning
  • 40. "When you and I interact, our ability to be together on Earth is predicated by all the stuff that people did for thousands of years. You and I didn't invent language. You and I didn't invent clothes, roads, agriculture. It's up to us to be not just the receivers of what was given to us, but the givers of whatever's going to come next." - John Bunker