Show me the data!

Day 0 of OpenCon started with me missing the pre-conference drinks reception because my flight from Chicago was delayed by 2 hours. I got into Washington, D.C. (DCA) at about midnight & then had to wait half an hour for a blue line train to take me the short distance from the airport to the conference hotel — I’m a diehard for public transport! Finally arriving at the hotel past 1 o’clock in the morning. Not a great start. Sincere apologies to my excellent room mate Alfonso Sintjago, to whom I hastily introduced myself the next morning #awkward 

Day 1 started with a real bang. Michael Carroll gave a short speech. Then Pat Brown gave a long but HUGELY enjoyable talk about his role in the founding of PLOS & some excellent take home messages from the talk:

  • * Write petitions & letters for change with colleagues. Even if you fail to directly achieve all the goals or immediate aims of the petition, the act of doing it, the publicity & thought-provoking it raises can have real and important positive effects.

I saw immediate parallels of this with the recent ‘Open Peer Review Oath‘ , Jon Tennant’s & co’s ‘Open Letter to AAAS‘ , Erin McKiernan’s ‘Open Letter to the Society for Neuroscience‘, Gower & Neylon’s ‘The Cost of Knowledge, the [ongoing] Elsevier Boycott‘ and my own petition to ‘Support Palaeo Data Archiving‘ (2011). All of these, have made people sit-up and take notice. They have ALL been worthwhile activities in my opinion.

  • * Sometimes you’ve got to do odd things that might be against your ethos, to support your interests in the long term e.g. the traditional review selectivity of PLOS Biology & initially, printing paper copies of PLOS Biology.
  • * Sometimes you have to fake it to make it (N.B. said in the context of collective action, not scientific research)


The State of the Opens

Next there was a panel with talks and discussion on the state of Open Access, Open Data and Open Educational Resources. I was giving the Open Data talk (slides here) and found it hard to give — to be authoritative on the state & practice of open research data requires significant research, and I simply didn’t have time to really do the topic justice. I guess my main points were:



I’m so glad Victoria Stodden gave the next talk after the panel, I think I was the one on the organising committee who first suggested her for a keynote slot (sorry to brag!). Victoria did not disappoint – her talk was a remarkable display of undeniable deep-thinking & scholarship. Her reminder to us all of Merton’s Scientific Norms (1942) was an excellent grounding in the basis of open research:

  • Communalism: scientific results are the common property of the community
  • Universalism: all scientists can contribute to science regardless of race, nationality, culture, or gender
  • Disinterestedness: act for the benefit of a common scientific enterprise,
    rather than for personal gain.
  • Originality: scientific claims contribute something new
  • Skepticism: scientific claims must be exposed to critical scrutiny before being

This was clearly appreciated by the audience and others e.g. Lorraine have already blogged about it. I also took home from the talk that it’s important to distinguish between the 3 different types of reproducibility: Empirical Reproducibility, Computation Reproducibility, and Statistical Reproducibility, and that the Bayh-Dole Act is the an awfully bad motivator for NOT opening-up research in the US (of which I pointedly reflected-on in a meeting at the NIH on day 3).

REAL TALK: at the end Stodden made a great point, which I hope was listened to: young academics should not be expected to martyr themselves for the cause of open scholarship, and that it should be the more senior academics leading the way — here, here!

Don’t martyr yourself for the cause. “Martyrdom of Saint Sebastian”. By Giovanni Bassi, 1525. Public Domain

After lunch there were parallel sessions. Uvania Naidoo led a workshop on Open Access in the Context of Developing Countries. I regret I can’t report on that session because Peter Murray-Rust and myself were holding a ContentMine workshop in the alternate room at the same time. The ContentMine session was really good fun, and very interactive — you can see the discussion from the session on the etherpad here. Jure Triglav had some great ideas around mining the literature for software citations, Nic Weber chimed-in that HPC citation /mentions would be great to do too. April Clyburne-Sherin was interested in clinical trials data mining etc… I could go on. The trick now is for us to explore these ideas and see if we can make them happen after the conference. The epidemiology/ebola, content mining looks like it’s definitely going to happen, many people were interesting in forming a collaboration around that.

Innovative Publishing Models

I’m not going to report every session in full detail. This is one where I’m probably skimping. Meredith Niles (Harvard postdoc) moderated talks and discussion by a panel consisting of Arianna Becerril (Redalyc), Pete Binfield (PeerJ), Mark Patterson (eLife) and Martin Paul Eve (Open Library of Humanities).

Meredith Niles and myself at the Day 1 evening reception. Twitter / M. Niles. All rights reserved, copyright not mine.

Meredith Niles and myself, in my new favourite t-shirt at the evening reception, Day 1. Twitter / M. Niles. All rights reserved, copyright not mine.

Huge congratulations to the organising committee for bringing this particular panel together. These are without doubt in my mind, representatives of four of the most important, innovative organizations in academic publishing right now. They all gave excellent talks but particular kudos should go to Martin Paul Eve for delivering a swish Prezi and more importantly, a passionate, invigorating talk on the possible future of OA in the humanities.

The impact of open

The line-up alone for the next session was stellar. The conference had it’s first glimpse of Erin McKiernan on stage, moderating a panel consisting of Jack Andraka, Peter Murray-Rust, and Daniel DeMarte. Forgive me for a lack of detail here, it was near the end of a long day. Jack gave his usual polished speech, with humour and grace. As well as ably fielding a couple of tough but fair questions about his patent pending. As ever, a lot of people wanted to take pictures with him and he was gracious to allow everyone who wanted a photo with him

Four people proudly pushing boundaries. Photo: mine! All rights reserved. CC-BY

Four people proudly pushing boundaries. Photo: mine! Licence: All rights reserved. CC-BY of course!

Jon Tennant (pictured above) gave Jack, as promised, a copy of his new book, which I also have a copy of. Peter Murray-Rust gave a rebel rousing talk, and an emotional slide of respect for the visionary pioneer of open notebook science, Jean-Claude Bradley, who sadly died this year.

The day ended with a closing keynote from John Wilbanks which was really the perfect cherry-on-top of the icing of a brilliant first day. It’s only been a few days but his talk slides, ‘Open as a Platform‘ have racked-up nearly 1000 views and I’m not surprised. I’d better not blather on too much, but put it this way: Wilbanks is a hero to me. I love some of things he’s said before and I’ve really taken them to heart in my work e.g. “The best time to plant a tree is 20 years ago. The 2nd best time is NOW” from ‘Data sharing as a means to a revolution‘. It was simply great to be able to chat to both Michael Carroll and John Wilbanks at the evening reception.

Miscellaneous Day 2 Highlights (If I don’t abbreviate this blog post soon, it’ll be book length)

Audrey Watters keynote talk ‘From “Open” to Justice‘ had a clear closing message: open is necessary but it’s not enough, we need meaningful political engagement, care and justice. The word ‘open’ alone does not solve all our problems (I may have paraphrased!).

Erin McKiernan‘s keynote was an inspiration to us all. ‘Being Open as an Early Career Researcher‘ was a masterclass in DOING IT THE RIGHT WAY, with an abundance of supporting evidence. I haven’t had the privilege of seeing her speak before, and had heard lots about how good a speaker she is – I wasn’t disappointed. I completely stand with Erin when she says:

If I am going to ‘make it’ in science, it has to be on terms I can live with.

I sincerely look forward to working with Erin, Prateek, Meredith, Nick and others on future projects, most immediately, the Open Access Ambassadors meeting in Munich this December.

Project Presentations

All the project panels on day 2 were excellent. It’s great to see so many of our attendees, many of whom travelled along way to be here to get time on stage to tell us about their work.

Open Access around the world

Open Access around the world. Twitter / Iryna Kuchma. All rights reserved, copyright not mine.

I was particularly taken by Ahmed Ogunlaja‘s clever response, to the question of how he approaches OA advocacy in Nigeria:

Open Access wins all of the arguments all of the time

That in itself got a round of applause. It’s no exaggeration to say there were a lot of earnest rounds applause that day; no polite applause.

Another such spontaneous round of applause came when Penny Andrews took the microphone to raise a really important point/question about diversity and social mobility in research in a calm, professional, clear tone. The audience, myself included were simply floored by how erudite it was. Stunning. This is but a small sample of what Penny brought to OpenCon:

If you only work with people who are like you, your work will only be FOR people like you. Embrace diversity, even if it’s hard #opencon2014

Late into the night at the ‘unconference’ session perhaps circa 11pm, Jure Triglav found out that his ScienceGist summaries are being used (in a good way!) by a researcher as sample data to test against a machine-based paper summary approach — I hope Jure blogs more about that, it seemed pretty cool to me. I’m also hoping ScienceGist might be used on PeerJ. Watch this space…

Mitar, gave an excellent talk, PeerLibrary has come-on a lot since I last looked at it, and he seemed to be literally overflowing with brilliant ideas, awaiting implementation. He told me had been considering applying for a Sloan Foundation grant to support his excellent work, but hadn’t yet applied, so without his knowledge/consent I decided to send a cheeky tweet to encourage him! If Sloan won’t fund his project(s), I’m sure Shuttleworth will!


Carolina Botero’s talk  was an important closer for day 2. So so important. Sharing Research Is Not A Crime!

I’ve a written a long post and most of it is glowingly, sickeningly positive. What didn’t go well?

Well… this is all my fault but I do feel the ‘How to be an open researcher’ session run by Erin & myself could have been smoother. We had technical difficulties setting-up the computer. BOTH our laptops only have HDMI connectors, no VGA, so we had to borrow Georgina‘s Mac & neither Erin nor I are particularly great Mac users (4-finger swiping between the browser and the presentation slides was challenging!), on linux this is very easy to do, just Alt-Tab & cycle through to the window you want. I must also apologise to Erin for launching into a mini-rant about figshare without forewarning her – I have concerns about putting too much open data on a commercial platform, that there simply isn’t enough space in this blog post to get into. Another time! But in principle I think double-teaming a lively workshop like this works really well — especially if we have slightly different viewpoints on some tool or strategy.

Day 3: On The Hill

Well, I learn’t a little about Minnesota whilst sitting in Amy J. Klobuchar‘s office. In our short time with a legislative assistant of hers, we pitched hard for Open Access & Open Educational Resources.

I highlighted that US taxpayer-funded academics give their work for free to commercial publishers, other academics peer-review this content, for free, the publisher barely does anything aside from typesetting & putting the content online, and hence most of the big publishers are consistently making 30-40% profit margins on taxpayer-funded research. [Standard knowledge basically] I was also quick to allay any concern that it would harm US businesses – I pointed out that most of the large publishers were European – Elsevier (Dutch), Springer (German), Nature Publishing Group (UK). It was a little disappointing to have only 30 minutes but that apparently was a good innings as these things go.

Whilst I honestly have no idea what will come of the Minnesota Senator meeting, the meeting at NIH was seriously productive.

NIH was simply fabulous for all involved, including NIH if you ask me! Many of the younger early career researchers got to see detailed & complicated concerns of their (relatively) more senior attendees e.g. Prateek Malwahar, Daniel Mietchen, Lauren Maggio, Karin Shorthouse and myself. I was worried that perhaps we might have ‘dominated’ the discussion a bit too much, but after discussing it with Shannon Evans afterwards – many actually really enjoyed seeing research-savvy people really dig into difficult policy issues. Natalia Norori‘s question near the end was also brilliantly appropriate, and the response rather chilling (although I should be clear, I’m not trying to shoot the messenger here!) — the USA has some deep political problems if disclosing the number of people using PubMed from outside the US is a ‘bad’ thing (those who were there will know exactly what I’m talking about!). I’m also hugely excited by the prospect of the OA_Button *potentially* getting a linkout button on Pubmed – Kent Anderson’ll love that, eh?.

Daniel Mietchen & I gave some valuable feedback on the packaging of the PubMed OA subset – the contention was that it wasn’t seeing much visible use, and yet Daniel & I both feel this is wrong — there are many users out there — it’s just hard to publish mining research because it’s often new/interdisciplinary and how does one ‘cite’ PubMed corpus usage anyhow? — it’s clearly going to be difficult to track users.

I was hugely flattered when Neil Thakur said he’s read my blog before! wow! Hope you like this post Neil.

Swapping shirts & the super-friendly culture at OpenCon

I gave out my 2 spare ‘Boycott Elsevier’ t-shirts at OpenCon this year, and I think I’ll make shirt-swapping a regular thing if I can! First, it was my immense pleasure to swap shirts with Daniel Mutonga at the organizing committee dinner. To his credit, Daniel was the one who suggested it: ‘like football players after a game’ , so I put on his MSAKE tee & he put on my ‘Boycott Elsevier’ tee. Fantastic. I think I should swap t-shirts with someone at every conference. Shannon (?) told me an interesting variation on this one, which also sounds like a good idea to implement: swapping pin badges.

I gave the other spare ‘Boycott Elsevier’ t-shirt to Erin McKiernan. We joked it would be hilarious to wear at SfN. Although, slightly concerned for how it would be received I did make clear that I didn’t mind if she chose not to wear it at SfN. She’s since tweeted me a picture wearing it in front of the Elsevier stand – exactly what I’d do! Every penny spent on those t-shirts has been totally worth it – such a good medium for non-violent, high profile activism!

The ‘backchannel’ discussion on twitter between OpenCon attendees & remote followers of the conference was also brilliant. Lots of lively, informative, intelligent threads of discussion sparked by lots of the talks, simply excellent.

It was also great to see Celya Gruson-Daniel again – she’s a real unsung hero of open science – if you aren’t aware of her project HackYourPhD go check it out NOW. Community building is immensely important and she’s clearly very good at it. It’s immensely & deservedly popular in the Franco-phone world. (I wonder if there are similar wildly successful Spanish-language open science communities? Please point them in my direction if you know of one!)

I must also thank Kurtis Baude for interviewing me about open research data in one of the breaks – his enthusiasm for spreading open science is infectious – we had a great chat together.


People making change for the better

People making change for the better

Being at OpenCon, more than at any other meeting, I was truly amongst friends. I was going to list everyone here in thanks but a list of 175 names isn’t much fun to read & I wouldn’t want to miss anyone out! Sorry to anyone I didn’t mention by name!


Rejected. Image copied from . All rights reserved, not my copyright

Rejected. Image copied from HuffPo / Leslie Goshko. All rights reserved, not my copyright.

I have to admit, I went to OpenCon feeling a little bit low. My cranial / postcranial data comparison manuscript from my PhD had been recently rejected (again). Not on the basis that it was bad science, just that it wasn’t quite interesting enough for readers of the particular journal we (re)submitted it to. I gather this happens a lot with traditional impact-factor chasing publication strategies, and it can ruin alter career paths before they even get started. To have spent 4 years doing a PhD & 3 years of that on/off trying(ish) to publish this particular chapter and STILL have nothing, not even a preprint to publicly show for it (don’t even ask why I can’t put up a preprint. I think preprints are a great idea myself…). I was a tad depressed – let’s not pretend this doesn’t happen to us all, folks. Real Talk

Luckily, OpenCon has completely changed my mood for the better and reminded me of all the important things I did do during my PhD:

* I published *shrugs* in academic journals. I’m not even going to link to what I did manage to publish. I have a h-index, yada yada… I think all of the below were more important contributions, with more real-world impact to be honest:

* I debated Open Access live on BBC Radio 3 with MP David Willetts & others

* I gave a pretty darn good talk about content mining at the European Commission ‘Licences for Europe, Working Group 4: Text & Data Mining’ event. Which helped stave-off the unwanted imposition of ‘licensed’ content mining in Europe.

* I submitted well-reasoned, written evidence, to the UK Business, Innovation and Skills (BIS) call for information on Open Access policy

* I wrote popular & influential, blog pieces for the LSE Impact of Social Sciences blog: one on simple steps towards open scholarship, and the other on the UK Hargreaves copyright exception allowing non-commercial content mining.

I write the above list, self-indulgently to convince myself I’m not stupid. I can do clever stuff. I’m pretty sharp when it comes to research policy, and I have ideas and enthusiasm to help make research more open (== better). I think I’ve proved that now, time and time again.

Next week I’m meeting up with my supervisor and we’re going to work on revising & resubmitting that manuscript again. And thanks to OpenCon 2014 I’m actually in the mood to do that. Thanks Generation Open. You’re awesome.

Stay cool. Copied from Haney. All rights reserved, not my copyright.

Stay cool. Copied from Tumblr / Haney. All rights reserved, not my copyright.


[Update: the conference itself will be in November, 2014 – this is just the first announcement!]

I’m super excited to announce I’m part of the international organizing committee for OpenCon 2014:

OpenCon 2014





You can read the official first press release about this event here:


here’s an excerpt from it:

“From Nigeria to Norway, the next generation is beginning to take ownership of the system of scholarly communication which they will inherit,” said Nick Shockey, founding Director of the Right to Research Coalition. “OpenCon 2014 will support and accelerate this rapidly growing movement of students and early career researchers advocating for openness in research literature, education, and data.

The first event of its kind, OpenCon 2014 builds on the success of the Berlin 11 Satellite Conference for Students and Early Stage Researchers, which brought together more than 70 participants from 35 countries to engage on Open Access to scientific and scholarly research. The interest, energy, and passion from the student and researcher participants and the Open Access movement leaders who attended made a clear case for expanding the event in size and duration, and to broaden the scope to related areas of the Openness movement.”


Last year, I was also part of the organizing committee for the event that this has grown from – the Berlin 11 Satellite conference:






The Berlin 11 Satellite Conference was really exciting but only a 1-day event before the ‘main’ Berlin 11 event – an assemblage of students and ECR’s from literally all over the world (attending with generous full funding support), including representatives from (in no particular order) China, India, Saudi Arabia, Georgia, Tanzania, Tasmania(!), Kenya, Nigeria, Ghana, Uganda, Columbia, FYR Macedonia,  Mexico, Brazil, Sweden, Holland, Denmark, Poland, Portugal, Canada, the US, the UK… So don’t worry about where you are in the world – as long as you’re a student or ECR you’ll be eligible to apply for OpenCon 2014 (places are limited though!).

As a reminder, at the event last year we had Jack Andraka and Mike Taylor amongst the guest speakers. It was such a comprehensive success that it’s been expanded into a full 3-day event this year, expanding scope too, to includmeandjacke Open Data and OER, not just OA (they’re all obviously inter-related problems; better to tackle the integrated set of problems rather than aspects in isolation!).

Applications for OpenCon 2014 will open in August. For more information about the conference and to sign up for updates, visit

I promise you this – it’s going to be BIG and I’m stoked to be part of an international organizing committee helping to make this happen.

OpenCon 2014 is also looking for additional sponsorship, particularly for Travel Scholarships to ensure global representation at this meeting, so if you have a marketing budget to spend, or are feeling generous please do have a look at the sponsorship opportunities.

My final repost today (edited) from the Open Knowledge Foundation blog. It’s a little old, originally posted on the 16th of April, 2013 but I think it definitely deserves to be here on my blog as a record of my activities…

So… it’s over.

For the past twelve months I was immensely proud to be one of the first Open Knowledge Foundation Panton Fellows, but that has now come to an end (naturally). In this post I will try and recap my activities and achievements during the fellowship.


The broad goals of the fellowship were to:

  • Promote the concept of open data in all areas of science
  • Explore practical solutions for making data open
  • Facilitate discussions surrounding the role and value of openness
  • Catalyse the open community, and reach out beyond its traditional core

and I’m pleased to say that I think I achieved all four of these goals with varying levels of success.



Outreach & Promotion – I went to a lot of conferences, workshops and meetings during my time as a Panton Fellow to help get the message out there. These included:


At all of these I made clear my views on open data and open access, and ways in which we could improve scientific communication using these guiding principles. Indeed I was more than just a participant at all of these conferences – I was on stage at some point for all, whether it was arguing for richer PDF metadata, discussing data re-use on a panel or discussing AMI2 and how to liberate open phylogenetic data from PDFs.

One thing I’ve learnt during my fellowship is that just academic-to-academic communication isn’t enough. In order to change the system effectively, we’ve got to convince other stakeholders too, such as librarians, research funders and policy makers. Hence I’ve been very busy lately attending more broader policy-centred events like the Westminster Higher Education Forum on Open Access & the Open Access Royal Society workshop & the Institute of Historical Research Open Access colloquium.

Again, here in the policy-space my influence has been international not just domestic. For example, my trips to Brussels, both for the Narratives as a Communication Tool for Scientists workshop (which may help shape the direction of future FP8 funding), and the ongoing Licences For Europe: Text and Data Mining stakeholder dialogue have had real impact. My presentation about content mining for the latter has garnered nearly 1000 views on slideshare and the debate as a whole has been featured in widely-read news outlets such as Nature News. Indeed I’ve seemingly become a spokesperson for certain issues in open science now. Just this year alone I’ve been asked for comments on ‘open’ matters in three different Nature features; on licencing, text mining, and open access from an early career researcher point-of-view – I don’t see many other UK PhD students being so widely quoted!

Another notable event I was particularly proud of speaking at and contributing to was the Revaluing Science in the Digital Age invite-only workshop organised jointly by the International Council for Science & Royal Society at Chicheley Hall, September 2012. The splendour was not just in the location, but also the attendees too – an exciting, influential bunch of people who can actually make things happen. The only downside of such high-level international policy is the glacial pace of action – I’m told, arising from this meeting and subsequent contributions, a final policy paper for approval by the General Assembly of ICSU will likely only be circulated in 2014 at the earliest!



The most exciting outreach I did for the fellowship were the ‘general public’ opportunities that I seized to get the message out to people beyond the ‘ivory towers’ of academia. One such event was the Open Knowledge Festival in Helsinki, September 2012 (pictured above). Another was my participation in a radio show broadcast on Voice of Russia UK radio with Timothy Gowers, Bjorn Brembs, and Rita Gardner explaining the benefits and motivation behind the recent policy shift to open access in the UK. This radio show gave me the confidence & experience I needed for the even bigger opportunity that was to come next – at very short notice I was invited to speak on a live radio debate show on open access for BBC Radio 3 with other panellists including Dame Janet Finch & David Willetts MP! An interesting sidenote is that this opportunity may not have arisen if I hadn’t given my talk about the Open Knowledge Foundation at a relatively small conference; Progressive Palaeontology in Cambridge earlier that year – it pays to network when given the opportunity!



The fellowship may be over, but the work has only just begun!

I have gained significant momentum and contacts in many areas thanks to this Panton Fellowship. Workshop and speaking invites continue to roll in, e.g. next week I shall be in Berlin at the Making Data Count workshop, then later on in the month I’ll be speaking at the London Information & Knowledge Exchange monthly meet and the ‘Open Data – Better Society’ meeting (Edinburgh).

Even completely independent of my activism, the new generation of researchers in my field are discovering for themselves the need for Open Data in science. The seeds for change have definitely been sown. Attitudes, policies, positions and ‘defaults’ in academia are changing. For my part I will continue to try and do my bit to help this in the right direction; towards intelligent openness in all its forms.

What Next?

I’m going to continue working closely with the Open Knowledge Foundation as and when I can. Indeed for 6 months starting this January I agreed to be the OKF Community Coordinator, Open Science before my postdoc starts. Then when I’ve submitted my thesis (hopefully that’ll go okay), I’ll continue on in full-time academic research with funding from a BBSRC grant I co-wrote partially out in Helsinki(!) at the Open Knowledge Festival with Peter Murray-Rust & Matthew Wills, that has subsequently been approved for funding. This grant proposal which I’ll blog further about at a later date, comes as a very direct result of the content mining work I’ve been doing with Peter Murray-Rust for this fellowship using AMI2 tools to liberate open data. Needless to say I’m very excited about this future work… but first things first I must complete and submit my doctoral thesis!

In the last 2 weeks I’ve given talks in Brussels & Amsterdam.

The first one was given during a European Commission (Brussels) working group meeting on Text & Data Mining. There were perhaps only ~30 people in the room for that.

The second presentation was given just a few days ago at Beyond The PDF 2 (#btpdf2) in Amsterdam.

I uploaded the slides from both of these talks to Slideshare just before or after I gave each talk to help maximize their impact. Since then they’ve had nearly 1000 views according to my Slideshare analytics dashboard.

It’s not just the view count I’m impressed with. The global reach is also pretty cool too (see below, created with BatchGeo):

View My Slideshare Impact 08/Mar/2013 to 22/Mar/2013 in a full screen map

Now obviously, these view counts don’t always mean that the viewers always went through all the slides, and a minority of the view-count are bots crawling the web but still I’m pretty pleased. Imagine if I hadn’t uploaded my Content Mining presentation to the public web? I would have travelled all the way to Brussels and back again (in the same day!) for the benefit of *just* ~30 people (albeit rather important people!). Instead, over 800 people have had the opportunity to view my slides, from all over the world (although, admittedly mostly just US & Europe).

The moral of this short story: upload your slides & tweet about them whenever you give a talk!
You may not appreciate just how big your potential audience could be. Something academics sceptical of Open Access should perhaps think about?

Particular thanks should go to @openscience for helping disseminate these slides far and wide. During just a 60 minute period, upon first release, thanks to @openscience and others my PDF metadata slidedeck got over 100 views this Wednesday!

Next step… must work on getting these stats into an ImpactStory widget for the next version of my CV!