Databeers Dub #3 - Diarmuid Ryan - Data Den
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Databeers Dub #3 - Diarmuid Ryan - Data Den
- 1. DATA DEN October 2017 Secret commentaries in speaker notes. Safety Notice May contain small bones. All opinions are written by wild animals and are not shared by their gamekeeper. Safety Notice May contain small bones. All opinions are written by wild animals and are not shared by their gamekeeper.
- 2. To start with a happy accident it turns out that music tastes not just shape language but create it as for driving… accidents were reduced by roundabouts and with more quality data can surely be reduced further... when it comes to accidents in health... where religiosity might play a role in outcomes... whilst atheists seemed preoccupied with other matters. weather and hurricanes advanced on the us wreaking widespread accidental damage totaling billions of dollars almost as devastating as katrina and surely as unwelcome despite trends suggesting increasing damage and frequency from weather events... climate change skepticism continues to eat away at research threatening to pour cold water... on a hot topic… still... we’re all in this together
- 3. TO START WITH A HAPPY ACCIDENT... MUSIC
- 4. IT TURNS OUT THAT MUSIC TASTES... Spotify: Personalised Insight Platform
- 7. AS FOR DRIVING... ACCIDENTS WERE REDUCED BY ROUNDABOUTS... DRIVING Roundabouts reduced injury crashes by 75 percent at intersections where stop signs or signals were previously used for traffic control
- 8. AND WITH MORE HIGH QUALITY DATA... Animated: 5 years of traffic accident data by day
- 9. CAN SURELY BE REDUCED FURTHER... Interactive MIT platform for gathering human perspective on moral decisions made by machine intelligence
- 10. WHEN IT COMES TO ACCIDENTS IN HEALTH... HEALT H
- 11. WHERE RELIGIOSITY MIGHT PLAY A ROLE IN OUTCOMES...
- 12. WHILST ATHEISTS SEEMED PREOCCUPIED WITH OTHER MATTERS. Google Searches that correlate with demographics of Atheists by US State
- 13. AND HURRICANES... WEATHER Thermal Imaging of Hurricane Maria from NASA’s Terra Satellite
- 14. ADVANCED ON THE U.S. 12-Day Static Hurricane Imaging
- 20. CLIMATE CHANGE SCEPTICISM CONTINUES TO EAT AWAY AT RESEARCH. Machine Learning Community Detection of Climate Change Conversation on Twitter
- 23. STILL... WE’RE ALL IN THIS TOGETHER...
- 24. Liony McLionface JOIN THE PRIDE: https://goo.gl/CYnSIf WANT REGULAR MEALS?
- 25. HELP FEED THE LIONS: TWITTER.COM/THEDATADENLINKEDIN.COM/IN/DATADEN HUNGRY FOR MORE? JOIN THE PRIDE FACEBOOK.COM/THEDATADEN
Editor's Notes
- October 2017 Issue. Public Edition. Each Data Den is a secret lair for you and those you catch. I hope they can run. Find our past hunts at: http://goo.gl/t3CkCX
- We focus so much on averages that it’s refreshing to see researchers exploring the extremes of a dataset. Source: https://public.tableau.com/profile/curtis.harris#!/vizhome/SpotifysBiggestOneHitWonders/SpotifysBiggestOneHitWonders
- This personalised insight service from Spotify genuinely made me switch my previous music provider. And yes - I love electro-swing. Source: http://spotify.me/en-GB Gif: http://g.recordit.co/pPXoTQnGRr.gif
- Unsurprisingly, “Bro” and “Homie” skew heavily towards Hip Hop. “Sea” and “Mountain”... not so much. 275,905 songs (about 47 million words) spanning all music genres Here’s all the words we measured. Dots farther to the right are more popular in hip hop. Dots farther up-top are popular in other genres.
- Using search data, Polygraph explored the reasons behind the emergence of new language. Source: https://pudding.cool/2017/02/new-slang/
- Some fascinating insight into behavioural planning for road design. Source: https://www.wsdot.wa.gov/Safety/roundabouts/benefits.htm
- A huge dataset of traffic collisions in the UK from 2000-2016 was uploaded to Kaggle - the 3D rendering on this contribution is stunning (in the high definition link below). Sources: https://imgur.com/a/5nu25 https://www.youtube.com/watch?v=bGobf2mMheo https://www.kaggle.com/daveianhickey/2000-16-traffic-flow-england-scotland-wales
- Some MIT researchers were curious how humans would react in ethical dilemmas that machines could face. Complete the quiz to contribute to their data... Source: http://moralmachine.mit.edu/
- Surprising to see commercial pilots so high on fatality statistics… I’m curious whether it’s skewed by an older demographic. Source: https://i.redd.it/qjvjsz3hne5z.png
- It’s only correlation, but there does appear to be a relationship in the US. Source: https://www.reddit.com/r/dataisbeautiful/comments/6sqz0d/the_statebystate_correlation_between_teen_birth/
- And some more correlations using Google Correlate’s US State Data upload feature. Source: https://www.google.com/trends/correlate/search?e=id:tj3Tekpkv1S&t=all#default,40
- A case where we often take data visualisation for granted - some stunning visuals of weather data. Source: https://earthobservatory.nasa.gov/IOTD/view.php?id=91004
- It’s worth following the link to see the full 12 days of movement - truly staggering to be able to capture and visualise this data. Source: https://gfycat.com/EquatorialSilverBorer
- Plotting the hurricane against the rainfall and flooding as a composite really brings this story to life. Source: https://owi.usgs.gov/vizlab/hurricane-irma/
- In case you were curious just how expensive a hurricane is relative to other weather events… whilst drought is deadlier. Source: https://www.washingtonpost.com/graphics/national/billion-dollar-disasters/
- The New York Times once again flexing its muscles in storytelling with data. Only one other hurricane comes close to the damage caused by Harvey. Source: https://www.nytimes.com/interactive/2017/09/01/upshot/cost-of-hurricane-harvey-only-one-storm-comes-close.html
- I’d be interested to see someone create a composite of names from previous storms and hurricanes to explore whether impact is proportional to damage. Source: https://www.reddit.com/r/dataisbeautiful/comments/6z87h5/there_was_a_sharp_decline_in_the_number_of_babies/
- Whilst this is inflation-adjusted, it would be fair to argue that as an economy grows larger, it will inevitably sustain more damage. Source: https://www.nytimes.com/interactive/2017/09/01/upshot/cost-of-hurricane-harvey-only-one-storm-comes-close.html
- Some incredible research tracking the climate debate on Twitter using machine learning community detection on 16 million tweets - check out some of the surprising key influencers in each cluster. Sources: https://www.carbonbrief.org/mapped-the-climate-change-conversation-on-twitter-in-2016 http://carbonbrief.s3-eu-west-1.amazonaws.com/cc-Y16_100027.htm
- Surprising that Britain is so much more likely to take a bath… (though perhaps people are more likely to OWN a bath). Source: https://www.kantarworldpanel.com/en/
- Having a Finnish-Italian colleague, I can vouch for this data at an n=1 level. Source: https://www.statista.com/chart/8602/top-coffee-drinking-nations/
- If slowing down damage to the climate were a group project… some fun data viz from truthfacts.com. Source: https://www.instagram.com/p/BYx_5qCDMy2/
- Ready to join the pride? Source: https://goo.gl/CYnSIf
- Found any interesting data vis, stats or data science recently? Send it over to Jonathan Francis before the lions catch him. Explore past issues at: http://goo.gl/t3CkCX