http://1099.is/: “Get answers to your tax questions… Earning income using services like Etsy, eBay, Kickstarter, Airbnb, and TaskRabbit has never been easier. In fact, people are even quitting their ‘traditional’ jobs to work solely on these platforms. Unfortunately, understanding the tax implications from this income is difficult. 1099 is here to to try and help you to understand your taxes in the Sharing Economy.”
How to do scientific research without even trying (much)
Ars Technica: “To some extent, scientific research requires expensive or specialized equipment—some work just requires a particle accelerator or a virus containment facility. But plenty of other research has very simple requirements: a decent camera, a bit of patience, or being in the right place at the right time. Since that sort of work is open to anyone, getting the public involved can be a huge win for scientists, who can then obtain much more information than they could have gathered on their own.
A group of Spanish researchers has now written an article that is a mixture of praise for this sort of citizen science, a resource list for people hoping to get involved, and a how-to guide for anyone inspired to join in. The researchers focus on their own area of interest—insects, specifically the hemiptera or “true bugs”—but a lot of what they say applies to other areas of research.
…
The paper also lists a variety of regional-specific sites that focus on insect identification and tracking, such as ones for the UK, Belgium, and Slovenia. But a dedicated system isn’t required for this sort of resource. In the researchers’ home base on the Iberian Peninsula, insects are tracked via a Flickr group. (If you’re interested in insect research and based in the US, you can also find dozens of projects at the SciStarter site.) We’ve uploaded some of the most amazing images into a gallery that accompanies this article.
ZooKeys, 2013. DOI: 10.3897/zookeys.319.4342 “
Peers.org
Launch of new site Peers.org: “In many cities around the world, people whose lives have been enriched by the sharing economy were getting together to work out how to find new opportunities to share or overcome barriers. We realized that, with the right tools and support, we could achieve more by working together, across communities, cities, counties and the globe.
We started meeting with small groups of people who share their cars, homes, skills and time to build a grassroots organization, from the ground up. Within a few months, we had meetups and house parties happening in cities across the globe, from Boston to Barcelona and San Francisco to Seoul.
In summer 2013 we launched Peers to provide support and tools for people who want to see the sharing economy thrive. We support the movement in three ways:
- Mainstream the sharing economy By raising the profile and visibility of sharing
- Protect the sharing economy Through policy campaigns for smart regulation
- Grow the sharing economy By discovering, joining and using new peer and sharing services”
New Book: Untangling the Web
By Aleks Krotoski: “The World Wide Web is the most revolutionary innovation of our time. In the last decade, it has utterly transformed our lives. But what real effects is it having on our social world? What does it mean to be a modern family when dinner table conversations take place over smartphones? What happens to privacy when we readily share our personal lives with friends and corporations? Are our Facebook updates and Twitterings inspiring revolution or are they just a symptom of our global narcissism? What counts as celebrity, when everyone can have a following or be a paparazzo? And what happens to relationships when love, sex and hate can be mediated by a computer? Social psychologist Aleks Krotoski has spent a decade untangling the effects of the Web on how we work, live and play. In this groundbreaking book, she uncovers how much humanity has – and hasn’t – changed because of our increasingly co-dependent relationship with the computer. In Untangling the Web, she tells the story of how the network became woven in our lives, and what it means to be alive in the age of the Internet.” Blog: http://untanglingtheweb.tumblr.com/
The Power of Hackathons
Woodrow Wilson International Center for Scholars: “The Commons Lab of the Science and Technology Innovation Program is proud to announce the release of The Power of Hackathons: A Roadmap for Sustainable Open Innovation. Hackathons are collaborative events that have long been part of programmer culture, where people gather in person, online or both to work together on a problem. This could involve creating an application, improving an existing one or testing a platform.
In recent years, government agencies at multiple levels have started holding hackathon events of their own. For this brief, author Zachary Bastian interviewed agency staff, hackathon planners and hackathon participants to better understand how these events can be structured. The fundamental lesson was that a hackathon is not a panacea, but instead should be part of a broader open data and innovation centric strategy.
The full brief can be found here”
Why you should never trust a data visualisation
John Burn-Murdoch in The Guardian: “An excellent blogpost has been receiving a lot of attention over the last week. Pete Warden, an experienced data scientist and author for O’Reilly on all things data, writes:
The wonderful thing about being a data scientist is that I get all of the credibility of genuine science, with none of the irritating peer review or reproducibility worries … I thought I was publishing an entertaining view of some data I’d extracted, but it was treated like a scientific study.
This is an important acknowledgement of a very real problem, but in my view Warden has the wrong target in his crosshairs. Data presented in any medium is a powerful tool and must be used responsibly, but it is when information is expressed visually that the risks are highest.
The central example Warden uses is his visualisation of Facebook friend networks across the United States, which proved extremely popular and was even cited in the New York Times as evidence for growing social division.
As he explains in his post, the methodology behind his underlying network graph is perfectly defensible, but the subsequent clustering process was “produced by me squinting at all the lines, coloring in some areas that seemed more connected in a paint program, and picking silly names for the areas”. The exercise was only ever intended as a bit of fun with a large and interesting dataset, so there really shouldn’t be any problem here.
But there is: humans are visual creatures. Peer-reviewed studies have shown that we can consume information more quickly when it is expressed in diagrams than when it is presented as text.
Even something as simple as colour scheme can have a marked impact on the perceived credibility of information presented visually – often a considerably more marked impact than the actual authority of the data source.
Another great example of this phenomenon was the Washington Post’s ‘map of the world’s most and least racially tolerant countries‘, which went viral back in May of this year. It was widely accepted as an objective, scientific piece of work, despite a number of social scientists identifying flaws in the methodology and the underlying data itself.”
The Role of Digital Media in Participatory Politics
Interview with Joseph Kahne, chair of the MacArthur Foundation’s Research Network on Youth and Participatory Politics: “What we found was that many games provided civic learning opportunities, such as opportunities to take on the role of a leader—the president, for example—or opportunities to help others. There also were simulations where players had opportunities to work on a societal issue and to learn about institutional processes—how a legislature works, for example. And we found that when games provided those kinds of civic learning opportunities, playing them was associated with much higher commitments to civic engagement. We think some of the relationship was due to youth with civic interests choosing to play those games, and that some of the relationship was due to these games orienting youth towards the potential of civic activity. – …
Historically, the way I thought about how people engaged with the internet did not emphasize what Henry Jenkins and others refer to as “participatory culture.” I focused on whether people send email or look things up on the web. But that’s really not so different than what people did before. It’s just more efficient. The more I got involved, though, the more I began to see that the ways in which people participated with digital media actually transformed or enabled new kinds of engagement—or at least greatly facilitated the kinds of engagement that might have been possible before but would have been much less common. Such participation teaches norms and skills that end up being quite valuable in the civic realm—and it connects youth and adults to networks where they learn about issues and ways to get involved. – …
We found that many youth engage in nonpolitical forms of interest-driven activity— they’re part of online groups connected to their hobbies or sports or entertainment, for example. And we found that youth who engage in those nonpolitical, interest-driven activities become more engaged civically and politically even after controlling for their prior levels of civic and political engagement. That’s fascinating. – “
Why Contests Improve Philantropy
New Report from the Knight Foundation: “Since 2007, Knight Foundation has run or funded nearly a dozen open contests, many over multiple years, choosing some 400 winners from almost 25,000 entries, and granting more than $75 million to individuals, businesses, schools and nonprofits. The winners believe, as we do, that democracy thrives when people and communities are informed and engaged. The contests reflect the full diversity of our program areas: journalism and media innovation, engaging communities and fostering the arts. Over the past seven years, we have learned a lot about how good contests work, what they can do, and what the challenges are. Though contests represent less than 20 percent of our grant-making, they have improved our traditional programs in myriad ways.
A 2009 McKinsey & Company Report, “And the winner is…, ” put it this way: “Every leading philanthropist should consider the opportunity to use prizes to help achieve their mission, and to accept the challenge of fully exploiting this powerful tool. ” But of America ‘s more than 76,000 grant-making foundations, only a handful, maybe 100 at most, have embraced the use of contests. That means 99.9 percent do not.
Sharing these lessons here is an invitation to others to consider how contests, when appropriate, might widen their networks, deepen the work they already do, and broaden their definition of philanthropic giving.
Before you launch and manage your own contests, you might want to consider the six major lessons we ‘ve learned about how contests improved our philanthropy.
1. They bring in new blood and new ideas.
2. They create value beyond the winners.
3. They help organizations spot emerging trends.
4. They challenge routines and entrenched foundation behaviors.
5. They complement existing philanthropy strategies.
6. They create new ways to engage communities.
…Depending upon the competition, the odds of winning one of Knight’s contests are, at their lowest, one in six, and at their highest, more than one in 100. But if you think of your contest only as a funnel spitting out a handful of winning ideas, you overlook what’s really happening. A good contest is more a megaphone for a cause.”
Data Science for Social Good
Data Science for Social Good: “By analyzing data from police reports to website clicks to sensor signals, governments are starting to spot problems in real-time and design programs to maximize impact. More nonprofits are measuring whether or not they’re helping people, and experimenting to find interventions that work.
None of this is inevitable, however.
We’re just realizing the potential of using data for social impact and face several hurdles to it’s widespread adoption:
- Most governments and nonprofits simply don’t know what’s possible yet. They have data – but often not enough and maybe not the right kind.
- There are too few data scientists out there – and too many spending their days optimizing ads instead of bettering lives.
To make an impact, we need to show social good organizations the power of data and analytics. We need to work on analytics projects that have high social impact. And we need to expose data scientists to the problems that really matter.
The fellowship
That’s exactly why we’re doing the Eric and Wendy Schmidt Data Science for Social Good summer fellowship at the University of Chicago.
We want to bring three dozen aspiring data scientists to Chicago, and have them work on data science projects with social impact.
Working closely with governments and nonprofits, fellows will take on real-world problems in education, health, energy, transportation, and more.
Over the next three months, they’ll apply their coding, machine learning, and quantitative skills, collaborate in a fast-paced atmosphere, and learn from mentors in industry, academia, and the Obama campaign.
The program is led by a strong interdisciplinary team from the Computation institute and the Harris School of Public Policy at the University of Chicago.”
Metadata Liberation Movement
Holman Jenkins in the Wall Street Journal: “The biggest problem, then, with metadata surveillance may simply be that the wrong agencies are in charge of it. One particular reason why this matters is that the potential of metadata surveillance might actually be quite large but is being squandered by secret agencies whose narrow interest is only looking for terrorists….
“Big data” is only as good as the algorithms used to find out things worth finding out. The efficacy and refinement of big-data techniques are advanced by repetition, by giving more chances to find something worth knowing. Bringing metadata out of its black box wouldn’t only be a way to improve public trust in what government is doing. It would be a way to get more real value for society out of techniques that are being squandered on a fairly minor threat.
Bringing metadata out of the black box would open up new worlds of possibility—from anticipating traffic jams to locating missing persons after a disaster. It would also create an opportunity to make big data more consistent with the constitutional prohibition of unwarranted search and seizure. In the first instance, with the computer withholding identifying details of the individuals involved, any red flag could be examined by a law-enforcement officer to see, based on accumulated experience, whether the indication is of interest.
If so, a warrant could be obtained to expose the identities involved. If not, the record could immediately be expunged. All this could take place in a reasonably aboveboard, legal fashion, open to inspection in court when and if charges are brought or—this would be a good idea—a court is informed of investigations that led to no action.
Our guess is that big data techniques would pop up way too many false positives at first, and only considerable learning and practice would allow such techniques to become a useful tool. At the same time, bringing metadata surveillance out of the shadows would help the Googles, Verizons and Facebooks defend themselves from a wholly unwarranted suspicion that user privacy is somehow better protected by French or British or (heavens) Chinese companies from their own governments than U.S. data is from the U.S. government.
Most of all, it would allow these techniques to be put to work on solving problems that are actual problems for most Americans, which terrorism isn’t.”