Free Online Lawmaking Platform for Washington, D.C.


OpenGov Foundation: “At-Large Councilmember David Grosso and The OpenGov Foundation today launched the beta version of MadisonDC, a free online lawmaking tool that empowers citizens to engage directly with their elected officials – and the policymaking process itself – by commenting on, proposing changes to, and debating real D.C. Council legislation.  Grosso is the first-ever District elected official to give citizens the opportunity to log on and legislate, putting him at the forefront of a nation-wide movement reinventing local legislatures with technology.  Three bills are now open for crowdsourcing on MadisonDC: a plan to fully legalize marijuana, a proposal to make zoning laws more friendly to urban farmers, and legislation to create open primary elections….
MadisonDC is the District of Columbia’s version of the freeMadison software that reinvents government for the Internet Age.  Madison 1.0 powered the American people’s successful defense of Internet freedom from Congressional threats.  It delivered the first crowdsourced bill in the history of the U.S. Congress.  And now, the non-partisan, non-profit OpenGov Foundation has released Madison 2.0, empowering you to participate in your government, efficiently access your elected officials, and hold them accountable.”

Three projects meet the European Job Challenge and receive the Social Innovation Prize


EU Press Release: “Social innovation can be a tool to create new or better jobs, while giving an answer to pressing challenges faced by Europe. Today, Michel Barnier, European Commissioner, has awarded three European Social Innovation prizes to ground-breaking ideas to create new types of work and address social needs. The winning projects aim to help disadvantaged women by employing them to create affordable and limited fashion collections, create jobs in the sector of urban farming, and convert abandoned social housing into learning spaces and entrepreneurship labs.

After the success of the first edition in 2013, the European Commission launched a second round of the Social Innovation Competition in memory of Diogo Vasconcelos1. Its main goal was to invite Europeans to propose new solutions to answer The Job Challenge. The Commission received 1,254 ideas out of which three were awarded with a prize of €30,000 each.

Commissioner Michel Barnier said: “We believe that the winning projects can take advantage of unmet social needs and create sustainable jobs. I want these projects to be scaled up and replicated and inspire more social innovations in Europe. We need to tap into this potential to bring innovative solutions to the needs of our citizens and create new types of work.”

More informationon the Competition page

More jobs for Europe – three outstanding ideas

The following new and exceptional ideas are the winners of the second edition of the European Social Innovation Competition:

  • ‘From waste to wow! QUID project’ (Italy): fashion business demands perfection, and slightly damaged textile cannot be used for top brands. The project intends to recycle this first quality waste into limited collections and thereby provide jobs to disadvantaged women. This is about creating highly marketable products and social value through recycling.

  • ‘Urban Farm Lease’ (Belgium): urban agriculture could provide 6,000 direct jobs in Brussels, and an additional 1,500 jobs considering indirect employment (distribution, waste management, training or events). The project aims at providing training, connection and consultancy so that unemployed people take advantage of the large surfaces available for agriculture in the city (e.g. 908 hectares of land or 394 hectares of suitable flat roofs).

  • ‘Voidstarter’ (Ireland): all major cities in Europe have “voids”, units of social housing which are empty because city councils have insufficient budgets to make them into viable homes. At the same time these cities also experience pressure with social housing provision and homelessness. Voidstarter will provide unemployed people with learning opportunities alongside skilled tradespersons in the refurbishing of the voids.”

CrowdOut: A mobile crowdsourcing service for road safety in digital cities


New paper by Aubry, Elian: “Nowadays cities invest more in their public services, and particularly digital ones, to improve their resident’s quality of life and attract more people. Thus, new crowdsourcing services appear and they are based on contributions made by mobile users equipped with smartphones. For example, the respect of the traffic code is essential to ensure citizens’ security and welfare in their city. In this paper, we present CrowdOut, a new mobile crowdsourcing service for improving road safety in cities. CrowdOut allows users to report traffic offence they witness in real time and to map them on a city plan. CrowdOut service has been implemented and experiments and demonstrations have been performed in the urban environment of the Grand Nancy, in France. This service allows users appropriating their urban environment with an active participation regarding the collectivity. This service also represents a tool for city administrators to help for decisions and improve their urbanization policy, or to check the impact of their policy in the city environment.”

After Sustainable Cities?


New book edited by Mike Hodson, and Simon Marvin: “A sustainable city has been defined in many ways. Yet, the most common understanding is a vision of the city that is able to meet the needs of the present without compromising the ability of future generations to meet their own needs. Central to this vision are two ideas: cities should meet social needs, especially of the poor, and not exceed the ability of the global environment to meet needs.
After Sustainable Cities critically reviews what has happened to these priorities and asks whether these social commitments have been abandoned in a period of austerity governance and climate change and replaced by a darker and unfair city. This book provides the first comprehensive and comparative analysis of the new eco-logics reshaping conventional sustainable cities discourse and environmental priorities of cities in both the global north and south. The dominant discourse on sustainable cities, with a commitment to intergenerational equity, social justice and global responsibility, has come under increasing pressure. Under conditions of global ecological change, international financial and economic crisis and austerity governance new eco-logics are entering the urban sustainability lexicon – climate change, green growth, smart growth, resilience and vulnerability, ecological security. This book explores how these new eco-logics reshape our understanding of equity, justice and global responsibility, and how these more technologically and economically driven themes resonate and dissonate with conventional sustainable cities discourse. This book provides a warning that a more technologically driven and narrowly constructed economic agenda is driving ecological policy and weakening previous commitment to social justice and equity.
After Sustainable Cities brings together leading researchers to provide a critical examination of these new logics and identity what sort of city is now emerging, as well as consider the longer-term implication on sustainable cities research and policy.”

Learning from The Wealth of the Commons


Paper by Mae Shaw in Special issue of the Community Development Journal on “Commons Sense New thinking about an old idea: “We are poised between an old world that no longer works and a new one struggling to be born. Surrounded by centralized hierarchies on the one hand and predatory markets on the other, people around the world are searching for alternatives’.

This is the starting point for what David Bollier and Silke Helfrich, the editors of The Wealth of the Commons: A World Beyond Market and State (2012), describe as ‘an extended global exercise in commoning’ – Peter Linebaugh’s term for ‘the self-determination of commoners in managing their shared resources’ (p. 396). In other words, the book itself is offered as an active process of ‘making the path’ by presenting ‘some of the most promising new paths now being developed’. It is intended to be ‘rigorous enough for academic readers yet accessible enough for the layperson’. In this, it more than achieves its ambitions. The Wealth of the Commons is an edited collection of seventy-three short papers from thirty countries: ‘a collective venture of sharing, collaboration, negotiation and creative production among some of the most diverse commons scholars, activists and projects leaders imaginable’. This rich and diverse source of knowledge and inspiration could be described as ‘polyvocal’ in the sense that it presents a multiplicity of voices improvising around a single theme – sometimes in harmony, sometimes discordant, but always interesting.

The book brings together an impressive collection of contributors from different places, backgrounds and interests to explore the meaning of the commons and to advocate for it ‘as a new paradigm’ for the organization of public and private life. In this sense, it represents a project rather than an analysis: essentially espousing a cause with imperative urgency. This is not necessarily a weakness, but it does raise specific questions about what is included and what is absent or marginalized in this particular selection of accounts, and what might be lost along the way. What counts as ‘commons’ or ‘the commons’ or ‘the common’ (all used in the text) is a subject of discussion and contestation here, as elsewhere. The effort to ‘name and claim’ is an integral aspect of the project. As Jeffrey et al. (2012, p. 10) comment, ‘the struggle for the commons has never been without its own politics of separation and division’, raising valid questions about the prospects for a coherent paradigm at this stage. At the very least, however, this rich resource may prove seminal in countering those dominant paradigms of growth and development in which structural and cultural adjustments ‘serve as a justifying rhetoric for continuity in plunder’ of common resources (Mattei, p. 41).

The contributions fall into three general categories: those offering a critique of existing ‘increasingly dysfunctional’ market/state relations; those that ‘enlarge theoretical understandings of the commons as a way to change the world’; and those that ‘describe innovative working projects which demonstrate the feasibility’ of the commons.

What counts as the commons?

As acknowledged in many of the chapters, defining the commons in any consistent and convincing way can be deeply problematic. Like ‘community’ itself, it can be regarded to some degree as an ideological portmanteau which contains a variety of meanings. Nonetheless, there is a general commitment to confront such difficulties in an open way, and to be as clear as possible about what the commons might represent, what it might replace, and what it should not be confused with. Put most simply, the commons refers to what human beings share in nature and society that should be cherished for all now and for the future: ‘the term … provides the binding element between the natural and the social or cultural worlds’ (Weber p.11). Its profound challenge to the logic of competitive capitalist relations, therefore, is to ‘validate new schemes of human relations, production and governance … commonance’ (Bollier and Helfrich, p. xiv) that penetrate all levels of public and private life. This idea is explored in detail in many of the contributions.

The commons, then, claims to represent a philosophical stance, an intellectual framework, a moral and economic imperative, a set of organizing principles and commitments, a movement, and an emerging ‘global community of practice’ (O’Connell, 2012). It has also developed an increasingly shared discourse, which is designed to unsettle institutionalized norms and values and to reclaim or remake the language of co-operation, fairness and social justice. As the editorial points out, the language of capitalism is one that becomes ‘encoded into the epistemology of our language and internalized by people’. In community development, and elsewhere, we have become sensitized to the way in which progressive language can be appropriated to support individualistic market values. When empowerment can mean facilitated asset-stripping of local communities, and solidarity targets can be set by government (e.g. Scottish Government, 2007), then we must be wary about assuming proprietorial closure on the term ‘commons’ itself.

As Federici, in a particularly persuasive chapter, warns: ‘… capital is learning about the virtues of the common good’ (p. 46). She argues that, ‘since at least the 1990s, the language of the commons has been appropriated … by the World Bank and put at the service of privatization’. For this reason, it is important to think of the commons as a ‘quality of relations, a principle of co-operation and of responsibility to each other and to the earth, the forests, the seas, the animals’ (p. 50). This produces a different operational logic, which is explored in depth across the collection.

Deficiencies in the commons framework

To advance the commons as ‘a new paradigm’, it is necessary to locate it historically and to show the ways in which it has been colonized and compromised, as some of these pieces do. It may seem ironic that the meaning of ‘the commons’ to many people in the UK, for example, is that bear pit of parliamentary business, the House of Commons, in which adversarial rather than consensual politics is the order of the day. Reclaiming such foundational ideas is a lengthy and demanding process, as David Graeber shows in The Democracy Project, his recent account of the Occupy Movement, which for a time commanded considerable international interest. Drawing on Linebaugh, Federici contends that ‘commons have been the thread that has connected the history of the class struggle into our time’.

It is unfortunate, therefore, that the volume fails to address the relationship between organized labour and the commons, as highlighted in the introduction, because there is a distinctive contribution to be made here. As Harvey (2012) argues, decentralization and autonomy are also primary vehicles for reinforcing neoliberal class strategies of social reproduction and producing greater inequality. For example, in urban environments in particular, ‘the better the common qualities a social group creates, the more likely it is to be raided and appropriated by private profit-maximising interests’ leading inexorably to economic cleansing of whole areas. Gentrification and tourism are the clearest examples. The salience of class in general is an underdeveloped line of argument. If this authoritative collection is anything to go by, this may be a significant deficiency in the commons framework.

Without historical continuity – honouring the contribution of those ‘commoners’ who came before in various guises and places – there is a danger of falling into the contemporary trap of regarding ‘innovation’ as a way of separating us from our past. History in the past as well as in the making is as essential a part of our commons as is the present and the future – material, temporal and spiritual….”

The solutions to all our problems may be buried in PDFs that nobody reads


Christopher Ingraham at the Washington Post: “What if someone had already figured out the answers to the world’s most pressing policy problems, but those solutions were buried deep in a PDF, somewhere nobody will ever read them?
According to a recent report by the World Bank, that scenario is not so far-fetched. The bank is one of those high-minded organizations — Washington is full of them — that release hundreds, maybe thousands, of reports a year on policy issues big and small. Many of these reports are long and highly technical, and just about all of them get released to the world as a PDF report posted to the organization’s Web site.
The World Bank recently decided to ask an important question: Is anyone actually reading these things? They dug into their Web site traffic data and came to the following conclusions: Nearly one-third of their PDF reports had never been downloaded, not even once. Another 40 percent of their reports had been downloaded fewer than 100 times. Only 13 percent had seen more than 250 downloads in their lifetimes. Since most World Bank reports have a stated objective of informing public debate or government policy, this seems like a pretty lousy track record.
pdfs
Now, granted, the bank isn’t Buzzfeed. It wouldn’t be reasonable to expect thousands of downloads for reports with titles like “Detecting Urban Expansion and Land Tenure Security Assessment: The Case of Bahir Dar and Debre Markos Peri-Urban Areas of Ethiopia.” Moreover, downloads aren’t the be-all and end-all of information dissemination; many of these reports probably get some distribution by e-mail, or are printed and handed out at conferences. Still, it’s fair to assume that many big-idea reports with lofty goals to elevate the public discourse never get read by anyone other than the report writer and maybe an editor or two. Maybe the author’s spouse. Or mom.
I’m not picking on the World Bank here. In fact, they’re to be commended, strongly, for not only taking a serious look at the question but making their findings public for the rest of us to learn from. And don’t think for a second that this is just a World Bank problem. PDF reports are basically the bread and butter of Washington’s huge think tank industry, for instance. Every single one of these groups should be taking a serious look at their own PDF analytics the way the bank has.
Government agencies are also addicted to the PDF. As The Washington Post’s David Fahrenthold reported this week, federal agencies spend thousands of dollars and employee-hours each year producing Congressionally-mandated reports that nobody reads. And let’s not even get started on the situation in academia, where the country’s best and brightest compete for the honor of seeing their life’s work locked away behind some publisher’s paywall.”
Not every policy report is going to be a game-changer, of course. But the sheer numbers dictate that there are probably a lot of really, really good ideas out there that never see the light of day. This seems like an inefficient way for the policy community to do business, but what’s the alternative?
One final irony to ponder: You know that World Bank report, about how nobody reads its PDFs? It’s only available as a PDF. Given the attention it’s receiving, it may also be one of their most-downloaded reports ever.

How Helsinki Became the Most Successful Open-Data City in the World


Olli Sulopuisto in Atlantic Cities:  “If there’s something you’d like to know about Helsinki, someone in the city administration most likely has the answer. For more than a century, this city has funded its own statistics bureaus to keep data on the population, businesses, building permits, and most other things you can think of. Today, that information is stored and freely available on the internet by an appropriately named agency, City of Helsinki Urban Facts.
There’s a potential problem, though. Helsinki may be Finland’s capital and largest city, with 620,000 people. But it’s only one of more than a dozen municipalities in a metropolitan area of almost 1.5 million. So in terms of urban data, if you’re only looking at Helsinki, you’re missing out on more than half of the picture.
Helsinki and three of its neighboring cities are now banding together to solve that problem. Through an entity called Helsinki Region Infoshare, they are bringing together their data so that a fuller picture of the metro area can come into view.
That’s not all. At the same time these datasets are going regional, they’re also going “open.” Helsinki Region Infoshare publishes all of its data in formats that make it easy for software developers, researchers, journalists and others to analyze, combine or turn into web-based or mobile applications that citizens may find useful. In four years of operation, the project has produced more than 1,000 “machine-readable” data sources such as a map of traffic noise levels, real-time locations of snow plows, and a database of corporate taxes.
A global leader
All of this has put the Helsinki region at the forefront of the open-data movement that is sweeping cities across much of the world. The concept is that all kinds of good things can come from assembling city data, standardizing it and publishing it for free. Last month, Helsinki Region Infoshare was presented with the European Commission’s prize for innovation in public administration.

The project is creating transparency in government and a new digital commons. It’s also fueling a small industry of third-party application developers who take all this data and turn it into consumer products.
For example, Helsinki’s city council has a paperless system called Ahjo for handling its agenda items, minutes and exhibits that accompany council debates. Recently, the datasets underlying Ahjo were opened up. The city built a web-based interface for browsing the documents, but a software developer who doesn’t even live in Helsinki created a smartphone app for it. Now anyone who wants to keep up with just about any decision Helsinki’s leaders have before them can do so easily.
Another example is a product called BlindSquare, a smartphone app that helps blind people navigate the city. An app developer took the Helsinki region’s data on public transport and services, and mashed it up with location data from the social networking app Foursquare as well as mapping tools and the GPS and artificial voice capabilities of new smartphones. The product now works in dozens of countries and languages and sells for about €17 ($24 U.S.)

Helsinki also runs competitions for developers who create apps with public-sector data. That’s nothing new — BlindSquare won the Apps4Finland and European OpenCities app challenges in 2012. But this year, they’re trying a new approach to the app challenge concept, funded by the European Commission’s prize money and Sitra.
It’s called Datademo. Instead of looking for polished but perhaps random apps to heap fame and prize money on, Datademo is trying to get developers to aim their creative energies toward general goals city leaders think are important. The current competition specifies that apps have to use open data from the Helsinki region or from Finland to make it easier for citizens to find information and participate in democracy. The competition also gives developers seed funding upfront.
Datademo received more than 40 applications in its first round. Of those, the eight best suggestions were given three months and €2,000 ($2,770 U.S) to implement their ideas. The same process will be repeated two times, resulting in dozens of new app ideas that will get a total of €48,000 ($66,000 U.S.) in development subsidies. Keeping with the spirit of transparency, the voting and judging process is open to all who submit an idea for each round….”

The "Accessibility Map"


Webby 2014 Nominee: “Project Goal is to make information about accessible venues accessible to people.

About venues where people with disabilities can engage in sports and recreational activities, and live full lives without any barriers or stereotypes.

The Solution

To develop a website where everyone can not only find accessible venues in each city, but also add new venues to the website’s database.
Creating the accessibility rating list for russian cities to get an idea how accessible a particular city is, will draw the local governement’ s attention to this problem.
The foundation of the website is an interactive map of accessible venues in Russia, which can help people with disabilities find locations where they can participate in sports, take classes or recreate.
All you need to do is choose the necessary city and street, and the map will show all the accessible venues in the city.

The Result

After a few months of operation:
over 14 000 venues
over 600 cities
millions of people with disabilities have become able to live full lives

Project’s Website: kartadostupnosti.ru

Out in the Open: An Open Source Website That Gives Voters a Platform to Influence Politicians


Klint Finley in Wired: “This is the decade of the protest. The Arab Spring. The Occupy Movement. And now the student demonstrations in Taiwan.
Argentine political scientist Pia Mancini says we’re caught in a “crisis of representation.” Most of these protests have popped up in countries that are at least nominally democratic, but so many people are still unhappy with their elected leaders. The problem, Mancini says, is that elected officials have drifted so far from the people they represent, that it’s too hard for the average person to be heard.
“If you want to participate in the political system as it is, it’s really costly,” she says. “You need to study politics in university, and become a party member and work your way up. But not every citizen can devote their lives to politics.”

Democracy OS is designed to address that problem by getting citizens directly involved in debating specific proposals when their representatives are actually voting on them.

That’s why Mancini started the Net Democracy foundation, a not-for-profit that explores ways of improving civic engagement through technology. The foundation’s first project is something called Democracy OS, an online platform for debating and voting on political issues, and it’s already finding a place in the world. The federal government in Mexico is using this open-source tool to gather feedback on a proposed public data policy, and in Tunisia, a non-government organization called iWatch has adopted it in an effort to give the people a stronger voice.
Mancini’s dissatisfaction with electoral politics stems from her experience working for the Argentine political party Unión Celeste y Blanco from 2010 until 2012. “I saw some practices that I thought were harmful to societies,” she says. Parties were too interested in the appearances of the candidates, and not interested enough in their ideas. Worse, citizens were only consulted for their opinions once every two to four years, meaning politicians could get away with quite a bit in the meantime.
Democracy OS is designed to address that problem by getting citizens directly involved in debating specific proposals when their representatives are actually voting on them. It operates on three levels: one for gathering information about political issues, one for public debate about those issues, and one for actually voting on specific proposals.
Various communities now use a tool called Madison to discuss policy documents, and many activists and community organizations have adopted Loomio to make decisions internally. But Democracy OS aims higher: to provide a common platform for any city, state, or government to actually put proposals to a vote. “We’re able to actually overthrow governments, but we’re not using technology to decide what to do next,” Mancini says. “So the risk is that we create power vacuums that get filled with groups that are already very well organized. So now we need to take it a bit further. We need to decide what democracy for the internet era looks like.”
Image: Courtesy of Net Democracy

Software Shop as Political Party

Today Net Democracy is more than just a software development shop. It’s also a local political party based in Beunos Aires. Two years ago, the foundation started pitching the first prototype of the software to existing political parties as a way for them to gather feedback from constituents, but it didn’t go over well. “They said: ‘Thank you, this is cool, but we’re not interested,’” Mancini remembers. “So we decided to start our own political party.”
The Net Democracy Party hasn’t won any seats yet, but it promises that if it does, it will use Democracy OS to enable any local registered voter to tell party representatives how to vote. Mancini says the party representatives will always vote the way constituents tell them to vote through the software.

‘We’re not saying everyone should vote on every issue all the time. What were saying is that issues should be open for everyone to participate.’

She also uses the term “net democracy” to refer to the type of democracy that the party advocates, a form of delegative democracy that attempts to strike a balance between representative democracy and direct democracy. “We’re not saying everyone should vote on every issue all the time,” Mancini explains. “What were saying is that issues should be open for everyone to participate.”
Individuals will also be able to delegate their votes to other people. “So, if you’re not comfortable voting on health issues, you can delegate to someone else to vote for you in that area,” she says. “That way people with a lot of experience in an issue, like a community leader who doesn’t have lobbyist access to the system, can build more political capital.”
She envisions a future where decisions are made on two levels. Decisions that involve specific knowledge — macroeconomics, tax reforms, judiciary regulations, penal code, etc. — or that affect human rights are delegated “upwards” to representatives. But then decisions related to local issues — transport, urban development, city codes, etc. — cab be delegated “downwards” to the citizens.

The Secret Ballot Conundrum

Ensuring the integrity of the votes gathered via Democracy OS will be a real challenge. The U.S. non-profit organization Black Box Voting has long criticized electronic voting schemes as inherently flawed. “Our criticism of internet voting is that it is not transparent and cannot be made publicly transparent,” says Black Box Voting founder Bev Harris. “With transparency for election integrity defined as public ability to see and authenticate four things: who can vote, who did vote, vote count, and chain of custody.”
In short, there’s no known way to do a secret ballot online because any system for verifying that the votes were counted properly will inevitably reveal who voted for what.
Democracy OS deals with that by simply doing away with secret ballots. For now, the Net Democracy party will have people sign-up for Democracy OS accounts in person with their government issued ID cards. “There is a lot to be said about how anonymity allows you to speak more freely,” Mancini says. “But in the end, we decided to prioritize the reliability, accountability and transparency of the system. We believe that by making our arguments and decisions public we are fostering a civic culture. We will be more responsible for what we say and do if it’s public.”
But making binding decisions based on these online discussions would be problematic, since they would skew not just towards those tech savvy enough to use the software, but also towards those willing to have their names attached to their votes publicly. Fortunately, the software isn’t yet being used to gather real votes, just to gather public feedback….”

Saving Big Data from Big Mouths


Cesar A. Hidalgo in Scientific American: “It has become fashionable to bad-mouth big data. In recent weeks the New York Times, Financial Times, Wired and other outlets have all run pieces bashing this new technological movement. To be fair, many of the critiques have a point: There has been a lot of hype about big data and it is important not to inflate our expectations about what it can do.
But little of this hype has come from the actual people working with large data sets. Instead, it has come from people who see “big data” as a buzzword and a marketing opportunity—consultants, event organizers and opportunistic academics looking for their 15 minutes of fame.
Most of the recent criticism, however, has been weak and misguided. Naysayers have been attacking straw men, focusing on worst practices, post hoc failures and secondary sources. The common theme has been to a great extent obvious: “Correlation does not imply causation,” and “data has biases.”
Critics of big data have been making three important mistakes:
First, they have misunderstood big data, framing it narrowly as a failed revolution in social science hypothesis testing. In doing so they ignore areas where big data has made substantial progress, such as data-rich Web sites, information visualization and machine learning. If there is one group of big-data practitioners that the critics should worship, they are the big-data engineers building the social media sites where their platitudes spread. Engineering a site rich in data, like Facebook, YouTube, Vimeo or Twitter, is extremely challenging. These sites are possible because of advances made quietly over the past five years, including improvements in database technologies and Web development frameworks.
Big data has also contributed to machine learning and computer vision. Thanks to big data, Facebook algorithms can now match faces almost as accurately as humans do.
And detractors have overlooked big data’s role in the proliferation of computational design, data journalism and new forms of artistic expression. Computational artists, journalists and designers—the kinds of people who congregate at meetings like Eyeo—are using huge sets of data to give us online experiences that are unlike anything we experienced in paper. If we step away from hypothesis testing, we find that big data has made big contributions.
The second mistake critics often make is to confuse the limitations of prototypes with fatal flaws. This is something I have experienced often. For example, in Place Pulse—a project I created with my team the M.I.T. Media Lab—we used Google Street View images and crowdsourced visual surveys to map people’s perception of a city’s safety and wealth. The original method was rife with limitations that we dutifully acknowledged in our paper. Google Street View images are taken at arbitrary times of the day and showed cities from the perspective of a car. City boundaries were also arbitrary. To overcome these limitations, however, we needed a first data set. Producing that first limited version of Place Pulse was a necessary part of the process of making a working prototype.
A year has passed since we published Place Pulse’s first data set. Now, thanks to our focus on “making,” we have computer vision and machine-learning algorithms that we can use to correct for some of these easy-to-spot distortions. Making is allowing us to correct for time of the day and dynamically define urban boundaries. Also, we are collecting new data to extend the method to new geographical boundaries.
Those who fail to understand that the process of making is iterative are in danger of  being too quick to condemn promising technologies.  In 1920 the New York Times published a prediction that a rocket would never be able to leave  atmosphere. Similarly erroneous predictions were made about the car or, more recently, about iPhone’s market share. In 1969 the Times had to publish a retraction of their 1920 claim. What similar retractions will need to be published in the year 2069?
Finally, the doubters have relied too heavily on secondary sources. For instance, they made a piñata out of the 2008 Wired piece by Chris Anderson framing big data as “the end of theory.” Others have criticized projects for claims that their creators never made. A couple of weeks ago, for example, Gary Marcus and Ernest Davis published a piece on big data in the Times. There they wrote about another of one of my group’s projects, Pantheon, which is an effort to collect, visualize and analyze data on historical cultural production. Marcus and Davis wrote that Pantheon “suggests a misleading degree of scientific precision.” As an author of the project, I have been unable to find where I made such a claim. Pantheon’s method section clearly states that: “Pantheon will always be—by construction—an incomplete resource.” That same section contains a long list of limitations and caveats as well as the statement that “we interpret this data set narrowly, as the view of global cultural production that emerges from the multilingual expression of historical figures in Wikipedia as of May 2013.”
Bickering is easy, but it is not of much help. So I invite the critics of big data to lead by example. Stop writing op–eds and start developing tools that improve on the state of the art. They are much appreciated. What we need are projects that are worth imitating and that we can build on, not obvious advice such as “correlation does not imply causation.” After all, true progress is not something that is written, but made.”