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OSHA Data Initiative - Establishment Specific Injury and Illness Rates | Data.Gov | Ope... - 0 views

explore.data.gov/...i4a7-82ev

math216 #dataset

shared by Caligstro Smith on 23 Mar 12 - No Cached

Caligstro Smith on 23 Mar 12

The CSV and RDF versions of the 2007 data can be downloaded from here. Each year the Occupational Safety and Health Administration (OSHA) collects work-related injury and illness data from employers within specific industry and employment size specifications. This data collection is called the OSHA Data Initiative or ODI. The data provided is used by OSHA to calculate establishment specific injury and illness incidence rates.

<div class="cArrow"> </div><div class="cContentInner">The CSV and RDF versions of the 2007 data can be downloaded from here. Each year the Occupational Safety and Health Administration (OSHA) collects work-related injury and illness data from employers within specific industry and employment size specifications. This data collection is called the OSHA Data Initiative or ODI. The data provided is used by OSHA to calculate establishment specific injury and illness incidence rates.</div>

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Description - Heritage Health Prize - 0 views

www.heritagehealthprize.com/hhp

dataset healthcare predictions trend analysis

shared by Nathan Hall on 19 Mar 12 - No Cached

Nathan Hall on 19 Mar 12

The dataset itself is available at the bottom of the page - "Download the data." This page is a competition among data analysts/mathematicians to produce the most accurate predictive model, based on historical hospital admittance data, for finding people likely to enter a hospital in the next year - Giving preventative medicine a leg up by statistically determining the at-risk patients and decreasing the cost of care. Super cool!

<div class="cArrow"> </div><div class="cContentInner">The dataset itself is available at the bottom of the page - "Download the data." This page is a competition among data analysts/mathematicians to produce the most accurate predictive model, based on historical hospital admittance data, for finding people likely to enter a hospital in the next year - Giving preventative medicine a leg up by statistically determining the at-risk patients and decreasing the cost of care. Super cool!</div>

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Musicovery - 10 views

musicovery.com/index.php

dataviz math216

shared by Andrew Leopold on 17 Jan 12 - No Cached

Graham Gaylor on 19 Jan 12

"anyqs" Where are they getting the data for the music? Most listened to on radio? Pandora? Youtube searches? Also, what does the size of each square represent?

<div class="cArrow"> </div><div class="cContentInner">"anyqs" Where are they getting the data for the music? Most listened to on radio? Pandora? Youtube searches? Also, what does the size of each square represent?</div>

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...1 more comment...
Ted Lawrence on 23 Jan 12

This is a really cool visualization. I spent some time playing with the different layers and you can really see the different trends in music throughout history. Most are what you would expect, i.e. predominance of jazz and classical music pre-1950, rock and roll taking over after about 1950. I'm curious about how the genres were designated. Sorting music into genres isn't always so neat since there can be overlap. For example, James Brown is listed under funk but he is also "the godfather of soul". It would be interesting to know some demographic information such as the age groups that tend to like certain music. anyqs

<div class="cArrow"> </div><div class="cContentInner">This is a really cool visualization. I spent some time playing with the different layers and you can really see the different trends in music throughout history. Most are what you would expect, i.e. predominance of jazz and classical music pre-1950, rock and roll taking over after about 1950. I'm curious about how the genres were designated. Sorting music into genres isn't always so neat since there can be overlap. For example, James Brown is listed under funk but he is also "the godfather of soul". It would be interesting to know some demographic information such as the age groups that tend to like certain music. anyqs</div>

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Robert Price on 23 Jan 12

anyqs Is there any definition to the points above and below the "x-axis"? Were these the Top 10 chart hits for these various years, or where did these songs come from? In my opinion, there is a strong lacking of representation for popular country in recent years, as country music has gained popularity in the past decade and a half, or so. Finally, where are the definitions for these genres coming from? For example, I'm not entirely sure I'd classify Rihanna as an R&B musician.

<div class="cArrow"> </div><div class="cContentInner">anyqs Is there any definition to the points above and below the "x-axis"? Were these the Top 10 chart hits for these various years, or where did these songs come from? In my opinion, there is a strong lacking of representation for popular country in recent years, as country music has gained popularity in the past decade and a half, or so. Finally, where are the definitions for these genres coming from? For example, I'm not entirely sure I'd classify Rihanna as an R&B musician.</div>

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cmfcrown2146 on 23 Jan 12

*By having the size of the dot represent the amount of times it was favorited and its location on the y-axis represent its popularity aren't you factoring in how well liked the song is multiple times? How do you differentiate between pop and vocal pop, or any two genres for that instance? Can a song be counted in multiple genres? anyqs

<div class="cArrow"> </div><div class="cContentInner">*By having the size of the dot represent the amount of times it was favorited and its location on the y-axis represent its popularity aren't you factoring in how well liked the song is multiple times? How do you differentiate between pop and vocal pop, or any two genres for that instance? Can a song be counted in multiple genres? anyqs</div>

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Annual 1990 - 2009 U. S. Electric Power Industry Estimated Emissions by State | Data.Go... - 0 views

explore.data.gov/...t6sb-8txz

shared by James Booge on 23 Mar 12 - No Cached

James Booge on 23 Mar 12

The export button allows you to save the data in a variety of formats.

<div class="cArrow"> </div><div class="cContentInner">The export button allows you to save the data in a variety of formats. </div>

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Occupational Employment Statistics | Data.Gov | Open Federal Data - 0 views

explore.data.gov/...gia7-vxr4

math216 statistics engineering data dataset

shared by Christopher Lioi on 23 Mar 12 - No Cached

Christopher Lioi on 23 Mar 12

Wage estimates for over 800 occupations.

<div class="cArrow"> </div><div class="cContentInner">Wage estimates for over 800 occupations.</div>

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Data Visualization: Modern Approaches - Smashing Magazine | Smashing Magazine - 2 views

www.smashingmagazine.com/...isualization-modern-approaches

shared by Nathan Hall on 14 Jan 12 - Cached

Nathan Hall on 14 Jan 12

I was planning on bookmarking just one of these, but this page has a list of seriously cool and diverse data visualizations ranging from interconnectivity of the web to the history of Great Britain.

<div class="cArrow"> </div><div class="cContentInner">I was planning on bookmarking just one of these, but this page has a list of seriously cool and diverse data visualizations ranging from interconnectivity of the web to the history of Great Britain.</div>

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sirphilip on 23 Jan 12

anyqs In the munterbund visualization what do they use to connect the words to eachother?

<div class="cArrow"> </div><div class="cContentInner">anyqs In the munterbund visualization what do they use to connect the words to eachother?</div>

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BTS | Airline Financial Data Press Releases - 0 views

www.bts.gov/...airline_financial_data.html

shared by Paolo Fu on 18 Mar 12 - No Cached

Paolo Fu on 18 Mar 12

Click the links to get to the page where you can access the excel file for that data

<div class="cArrow"> </div><div class="cContentInner">Click the links to get to the page where you can access the excel file for that data</div>

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Worldwide M1+ Earthquakes, Past 7 Days | Data.Gov | Open Federal Data - 0 views

explore.data.gov/...7tag-iwnu

shared by JC Ren on 23 Mar 12 - No Cached

UCI Machine Learning Repository: Iris Data Set - 0 views

archive.ics.uci.edu/...Iris

shared by rockyg on 23 Mar 12 - No Cached

rockyg on 23 Mar 12

Machine Learning Data set

<div class="cArrow"> </div><div class="cContentInner">Machine Learning Data set</div>

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Total tonnage of commodites carried on commercial waterways by traffic type | Data.Gov ... - 0 views

explore.data.gov/...6wdb-agdf

#dataset math216

shared by cmfcrown2146 on 23 Mar 12 - No Cached

cmfcrown2146 on 23 Mar 12

The actual dataset can be accessed through this link. Total tonnage and tonnage by traffic type (in short tons of 2000 pounds) of commodites carried on commercial waterways, where the origin and destination of the cargo movement was a location in the contigous 48 states, Alaska, Hawaii, Puerto Rico, the U. S

<div class="cArrow"> </div><div class="cContentInner">The actual dataset can be accessed through this link. Total tonnage and tonnage by traffic type (in short tons of 2000 pounds) of commodites carried on commercial waterways, where the origin and destination of the cargo movement was a location in the contigous 48 states, Alaska, Hawaii, Puerto Rico, the U. S</div>

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The New York Times' Cascade: Data Visualization for Tweets [VIDEO] - 2 views

mashable.com/...nyt-cascade

shared by James Trippe on 18 Jan 12 - No Cached

James Trippe on 18 Jan 12

Has a couple of videos with very detailed data visualization techniques employed by the New York Times to monitor the way their social media articles propagate through the internet. It evolves with time and shows many variables including the number of user's reading it and their locations.

<div class="cArrow"> </div><div class="cContentInner">Has a couple of videos with very detailed data visualization techniques employed by the New York Times to monitor the way their social media articles propagate through the internet. It evolves with time and shows many variables including the number of user's reading it and their locations. </div>

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Pick your poison - 10 views

awesome.good.is/...flash.html

shared by Robert Jackson on 18 Jan 12 - No Cached

Derek Bruff on 18 Jan 12

That's a pretty nice segmented bar chart on the right.

<div class="cArrow"> </div><div class="cContentInner">That's a pretty nice segmented bar chart on the right.</div>

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...2 more comments...
Tara Welytok on 19 Jan 12

anyqs How many people did they sample, and did they just find them at bars?

<div class="cArrow"> </div><div class="cContentInner">anyqs How many people did they sample, and did they just find them at bars?</div>

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Hayden Kelly on 20 Jan 12

There seems to be a trend that the lower income bracket prefers beer and the higher income bracket prefers wine. What I find interesting is that all incomes prefer liquor equally. I wonder why this is true? Also it says that last year they surveyed people about their preferences but where did they get the data for previous years? Lastly, it states no information on how reliable the data is or what method of sampling was used. anyqs

<div class="cArrow"> </div><div class="cContentInner">There seems to be a trend that the lower income bracket prefers beer and the higher income bracket prefers wine. What I find interesting is that all incomes prefer liquor equally. I wonder why this is true? Also it says that last year they surveyed people about their preferences but where did they get the data for previous years? Lastly, it states no information on how reliable the data is or what method of sampling was used. anyqs</div>

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HG E on 23 Jan 12

anyqs: I would like to know how big the sample size was. Also, how many of the participants are actual college students? I'd like to see the data on purely college students.

<div class="cArrow"> </div><div class="cContentInner">anyqs: I would like to know how big the sample size was. Also, how many of the participants are actual college students? I'd like to see the data on purely college students.</div>

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Joseph Newman on 23 Jan 12

anyqs: I would definitely like to see some more info on this, the things mentioned above as well as what N/A actually means. Does it mean non drinker? Also I'm guessing that they did not poll anyone under 21. I think there's more non-drinkers than drinkers under 21 but including that group would certainly change things (most likely lessen the wine numbers). Finally, it's not a big deal but the 36% for beer in 2011 appears higher up on the graph than the 36% in 2005.

<div class="cArrow"> </div><div class="cContentInner">anyqs: I would definitely like to see some more info on this, the things mentioned above as well as what N/A actually means. Does it mean non drinker? Also I'm guessing that they did not poll anyone under 21. I think there's more non-drinkers than drinkers under 21 but including that group would certainly change things (most likely lessen the wine numbers). Finally, it's not a big deal but the 36% for beer in 2011 appears higher up on the graph than the 36% in 2005.</div>

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Browser Market Shares - 4 views

www.axiis.org/...BrowserMarketShare.html

dataviz web browser browsers

shared by colin thomas on 11 Jan 12 - Cached

Anas Alfuntukh on 22 Jan 12

anyqs How did they calculate the percentage? As far as I know there is no accurate way to determine exactly the percentage the market share of browser. So, I want to know their standards on their way of counting. Besides that, what does the empty space represent? Moreover, do they include all kinds of devices (laptop, phones, TVs, desktop, ...etc) or just laptops? And if so, how did they distinguish between them in their study? :)

<div class="cArrow"> </div><div class="cContentInner">anyqs How did they calculate the percentage? As far as I know there is no accurate way to determine exactly the percentage the market share of browser. So, I want to know their standards on their way of counting. Besides that, what does the empty space represent? Moreover, do they include all kinds of devices (laptop, phones, TVs, desktop, ...etc) or just laptops? And if so, how did they distinguish between them in their study? :)</div>

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James Booge on 23 Jan 12

I'd like to imagine that mobile browsing was done mainly on iPhones as at 2009, the latest date on the graph. Did that contribute to Safari's market share? If it did, were other mobile browsers counted as well? Also, how exactly is the data gathered? It mentions w3schools, the web consortium, but doesn't mention how they (w3schools) get their data or from whom, and what kinds of devices are polled.

<div class="cArrow"> </div><div class="cContentInner">I'd like to imagine that mobile browsing was done mainly on iPhones as at 2009, the latest date on the graph. Did that contribute to Safari's market share? If it did, were other mobile browsers counted as well? Also, how exactly is the data gathered? It mentions w3schools, the web consortium, but doesn't mention how they (w3schools) get their data or from whom, and what kinds of devices are polled.</div>

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Andrew Leopold on 23 Jan 12

What happened to AOL? What did they do wrong???

<div class="cArrow"> </div><div class="cContentInner">What happened to AOL? What did they do wrong???</div>

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anonymous on 24 Jan 12

anyqs I would like to see the more information on how they collected this data and what it applies to. As James said, mobile browsers are distinguishable from others (from something called the User Agent in the browser), but I could go into my Opera browser on my Android and change the User Agent to 'desktop' and trick the website into thinking that a desktop viewed it. I would imagine that if w3 were to pull from their website, it would be heavily biased towards non-mobile browsers, as people would prefer to learn on a more comfortable screen.

<div class="cArrow"> </div><div class="cContentInner">anyqs I would like to see the more information on how they collected this data and what it applies to. As James said, mobile browsers are distinguishable from others (from something called the User Agent in the browser), but I could go into my Opera browser on my Android and change the User Agent to 'desktop' and trick the website into thinking that a desktop viewed it. I would imagine that if w3 were to pull from their website, it would be heavily biased towards non-mobile browsers, as people would prefer to learn on a more comfortable screen.</div>

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GDP per unit of energy use (constant 2005 PPP $ per kg of oil equivalent) | Data | Map - 0 views

data.worldbank.org/...1W

shared by Peter York on 18 Mar 12 - No Cached

Academic Failure - International Test Scores - Poor TIMSS Results - 0 views

4brevard.com/...international-test-scores.htm

shared by cgnorthcutt on 17 Mar 12 - Cached

cgnorthcutt on 17 Mar 12

Gives a data set of average scores for countries in math. Scores are shown for different age groups. U.S. is embarrassingly bad.

<div class="cArrow"> </div><div class="cContentInner">Gives a data set of average scores for countries in math. Scores are shown for different age groups. U.S. is embarrassingly bad.</div>

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http://www.bls.gov/news.release/pdf/empsit.pdf - 0 views

www.bls.gov/...empsit.pdf

dataset math216

shared by Robert Wolff on 19 Mar 12 - No Cached

Robert Wolff on 19 Mar 12

page 4. unemployment data for january & february for 2011 and 2012.

<div class="cArrow"> </div><div class="cContentInner">page 4. unemployment data for january & february for 2011 and 2012.</div>

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http://fieldresearch.msf.org/msf/bitstream/10144/112663/1/Chu%20Arch%20surgery%202010%2... - 0 views

fieldresearch.msf.org/...10%20operative%20mortality.pdf

shared by Sarah Ruhsa on 19 Mar 12 - No Cached

Sarah Ruhsa on 19 Mar 12

The article examines the operative mortality in surgical programs from resource-limited settings. It concludes that surgical care can be provided safely in resource-limited settings with appropriate minimum standards and protocols. The data sets can be found on pages 2 and 3.

<div class="cArrow"> </div><div class="cContentInner">The article examines the operative mortality in surgical programs from resource-limited settings. It concludes that surgical care can be provided safely in resource-limited settings with appropriate minimum standards and protocols. The data sets can be found on pages 2 and 3.</div>

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National Public Toilet Map | data.gov.au - 2 views

data.gov.au/...national-public-toilet-map

shared by sirphilip on 23 Mar 12 - No Cached

Useful Data Sets - 1 views

pages.stern.nyu.edu/...data.html

shared by Haolin Wang on 23 Mar 12 - Cached

Minimum Wage from 1947-2005 - 2 views

mathforum.org/...data.set6.html

dataset math216

shared by Robert Jackson on 23 Mar 12 - Cached

Andrew Leopold on 23 Mar 12

SAT Scores by State (1990-2004) (link)

<div class="cArrow"> </div><div class="cContentInner">SAT Scores by State (1990-2004) (link)</div>

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Robert Jackson on 23 Mar 12

click minimum wage for excel file

<div class="cArrow"> </div><div class="cContentInner">click minimum wage for excel file</div>

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