SnapStream Blog

Looking back on one year in 'TV search'

November 20 2008 by Rakesh

It’s been a little over a year since we released the SnapStream Server, our turn-key TV search appliance that allows organizations to record lots of TV and then search inside those recordings, and we've accomplished a lot in that year! Some of the highlights:

  • Over 3 major software updates, we've expanded the SnapStream Server's capabilities, including:
    • Real-time TV search and clipping
    • Filter searches by show genre and channel
    • Simple clip creation
    • 24x7 recordings with program guide data
    • E-mail a clip
    • Google OneBox integration
    • Frame-by-frame playback and clipping
    • and more...
  • From a year ago, when we only had a handful of customers, we now have a broad customer base including:
    • Government organizations at the city, county, state and federals levels
    • Universities
    • K-12 schools
    • TV and radio entertainment properties
    • TV stations
    • Political campaigns and organizations
  • Internally, we've grown our team in almost every area

And we'll soon release the 4.9 version of SnapStream Enterprise that will, among other things, coincide with our offering a SnapStream Server TV search appliance that can record and search clear QAM and ATSC broadcasts.

So it's been a great year, we have even more people using SnapStream to find whatever it is they are looking for on traditional television, and the product is only going to keep getting better!

SnapStream TV Search in the World of Politics

October 30 2008 by Lynne Burke

In the fast-moving world of politics, being able to monitor television media's reaction to political issues – in real time - and the ability to respond quickly and appropriately are key. In the case studies below, we looked into how SnapStream's TV search technology is used to solve media monitoring problems in the realm of politics – first for a candidate running for president, and the second, for a political video blogger.

Monitoring Television in Hillary Clinton's Race to the White House The Clinton Campaign's switch from a combination of VCRs, DVRs and clipping services to the SnapStream Enterprise TV search appliance greatly improved their effectiveness and timeliness in reacting to issues in the fast-moving and complex world of political campaigns.

The Jed Report's Search for Timely Political Television: For Jed Lewison, the influential political video blogger behind the Jed Report and Daily Kos TV, SnapStream Enterprise gave him the ability to quickly and easily find and work with pertinent network TV clips, saving him both time and hassle. It enables him to focus on what was most important to him in his video blogs: the content itself.

Political video blogger using SnapStream's TV Search

October 17 2008 by Rakesh

Jed Lewison, the video blogger behind The Jed Report, has been using SnapStream's TV search appliance to make his point:


(Update: Jed's post was also cross-posted on The Daily Kos)

TV coverage of the conventions (and the winner is... Hurricane Gustav!

September 10 2008 by Rakesh

Yesterday, I was wondering who got more national TV coverage during the Republican and the Democratic Conventions, so I decided to put the mostly-hidden graphing feature in SnapStream Enterprise through its paces.

I have a SnapStream Enterprise TV Server that records all national TV news programs (including financial news and sports news programs). I had it produce a graph of daily mentions of McCain, Palin, Obama and Biden. And then I took the graph it created (and, yes, I agree with you, our graphs are very 'Lotus 1-2-3' -- we're working on improving this) and added some annotations of my own:

(click to see a larger version)

My takeaways:

  • Biden's not getting much TV coverage! He had a big spike when he was announced as the Democratic VP candidate, but he hasn't had much TV coverage after that.
  • The Democratic VP nominee (Biden) got a bigger spike in coverage when he was announced than Republican VP nominee (Palin) did when she was announced, but...
  • Palin's overall received more coverage than Biden (this, in spite of Biden's 1+ week head start)
  • Obama received more coverage during the Democratic Convention than McCain received during the Republican Convention.
  • Palin and McCain have been getting almost equal mentions on TV since the Republican Convention was kicked off. In contrast Obama is getting maybe 5x more mentions than his VP candidate!
  • Finally, over labor day weekend, Hurricane Gustav killed nearly all discussion of the presidential campaigns!

So in conclusion, Gustav was the winner over the two conventions of the past two weeks! :-)

Experimenting with visualizing TV news (and comedy)

September 09 2008 by Rakesh

Matthew Ericson at the New York Times did a really cool visualization last week, "The Words They Used", comparing the most frequently used words at the Democratic and Republican Conventions (from the article, "Republicans were more likely to talk about businesses and taxes, while Democrats were more likely to mention jobs or the economy.")

This got me thinking about doing something similar for TV programs. So I did an experiment using the excellent word cloud generator Wordle on transcripts (generated with a single click from a SnapStream TV search appliance for The Daily Show with Jon Stewart and Fox's The O'Reilly Factor with Bill O'Reilly last week (the week of the Republican Convention in Minneapolis). The results:

Monday, September 1, 2008

»The O'Reilly Factor with Bill O'Reilly

The Daily Show with Jon Stewart

(there wasn't a new episode on Monday!)

Tuesday, September 2, 2008

»The O'Reilly Factor with Bill O'Reilly

»The Daily Show with Jon Stewart

Wednesday, September 3, 2008

»The O'Reilly Factor with Bill O'Reilly

»The Daily Show with Jon Stewart

Thursday, September 4, 2008

»The O'Reilly Factor with Bill O'Reilly

»The Daily Show with Jon Stewart

Friday, September 5, 2008

»The O'Reilly Factor with Bill O'Reilly

»The Daily Show with Jon Stewart

A few notes:

  • I didn't remove commercials from the transcripts, so for the commercials that had captioning, those are reflected in the results
  • I removed captioning cues from the transcripts so they didn't skew the results... I'm talking about things like "[Applause and cheering]" (mostly on the Daily Show :-)) and "Jon:" and "Bill:"
  • So what do you think? Are these visualizations interesting? What are your observations? I'm not someone who has a background doing content analysis so hopefully I can get some experts to give me their conclusions.

    New! Enterprise 4.8.2

    September 06 2008 by Melissa Kidonakis

    We've improved existing features and added a few new ones to our TV Search Appliance in turn making recording, searching, clipping, and archiving television more efficient for your organization. Let's take a closer look at what's new.

    24x7 Recordings: We’ve enhanced this feature to now show the program guide data, not just recorded time blocks, when you record every show airing on any one channel.

    Program Guide

    Record Everything on this Channel

    Upcoming Recordings

    Archived Closed-Captioning: If enabled, this feature will automatically archive the metadata of a deleted recording. This will allow you to continue to search through the recording once the audio and video have been deleted.

    "Did you mean...": If you happen to mis-type or mis-spell a search term a "Did you mean..." message will appear to aid you in your search.

    Did you mean...

    Email Clips: Now you can email clips directly from the Viewscape or Web Admin with the click of a single button. SnapStream Enterprise will automatically convert the clip to your choice of Windows Media Video or H.264 so the attachment is as small as possible.

    Email Clip 1

    Email Clip 2

    My Clips Folder: Once you have created a clip on your Enterprise TV Link Client the clip will automatically be added to your "My Clips" folder for easier access. And you can still access all the clips on the SnapStream Enterprise TV Server.

    My Clips Folder

    Library Folder Permissions: Grant or restrict specific user groups permission to view and access particular video folders in the library.

    Improved Logging: The view log is now user-specific. It includes documented user log-ins and detailed use by user.

    Detailed View Log

    Faster Scheduler: The new scheduler is now 80 times quicker than before allowing you to manage larger recording schedules faster.

    So check out the release notes for SnapStream Enterprise for the complete scoop and existing customers can upgrade their SnapStream Enterprise TV Server and their SnapStream Enterprise Link clients.

    Rakesh on TV Search Technology

    August 15 2008 by Melissa Kidonakis

    Last weekend the Houston Technology Center hosted BarCampHouston3. For those of you asking yourself what exactly a BarCamp event is, well it’s a way for techies to meet up, mingle, network, and exchange ideas. Our very own Rakesh Agrawal headed over to HTC and was interviewed by Mike McGuff, Multimedia Web Producer at KTRK-ABC. Rakesh answers the who, what, how and why on SnapStream’s Enterprise TV Search Appliance. Check out the interview below.

    On the Trail with SnapStream Media

    July 28 2008 by Melissa Kidonakis

    Coming to a city near you, SnapStream Media will be showcasing the latest in their TV search technology. Learn more about the Enterprise TV search appliance from any of the sales engineers by visiting them at any of the following conferences:

    Morning Show Boot Camp – Denver, CO
    July 31st – August 2nd; Exhibit Area
    Geared towards morning-talk broadcasters, this conference is loaded with panels and sessions covering every aspect of producing an engaging morning radio broadcast.

    Association of Public Safety Communications Officers – Kansas City, MO
    August 3rd – August 7th; Booth # 141
    A conference catering to the the professional needs of Public Safety Communications Officers - from examining standards and issues to providing education, products and services.

    Association for Education in Journalism and Mass Communication – Chicago, IL

    August 6th – August 9th; Table #25
    The conference program includes the latest in technology as well as special sessions on teaching, research and public service in the various components of journalism and mass communication.

    Texas Association of Telecommunications Officers and Advisors – Fort Worth, TX

    August 7th – August 8th; Exhibit Area
    The TATOA conference is dedicated to educating local government officials to better serve their citizens in the development, regulation, and administration of cable television and other telecommunications systems.

    Can’t make any of the appearances, well sign up for an online webinar or email sales@snapstream.com to schedule a demo.

    The word "actually" on television

    July 28 2008 by Rakesh

    Jeff Jarvis wrote a blog post last week about how he thought the word "actually" was overused on television. Here's the post (he lost a bunch of posts and hasn't restored them all):

    Actually is the new ‘y’know’
    July 19th, 2008, by Jeff Jarvis

    The most overused and unnecessary word on broadcast is “actually.” Start counting how many times it is used by TV people and you’ll hate me for driving you nuts.

    While I’m kvetching, why do TV people introduce a panel of three people and then say, “Mr. Jones, let me start with you.” Just start with him: ask your question. Why this need to warn Mr. Jones?

    Our TV search appliance is used by a number of journalism schools for content analysis (like Emerson College and GWU, so this got me thinking about how we might try and use our product to measure Jeff's assertion about the word actually.

    So here's what I did. I took one week of national TV recordings that we had made on a SnapStream Enterprise TV Server and I did some ad-hoc analysis (remember, I'm not expert on content analysis!) on how frequently the word 'actually' appeared by series and by network.

    Here are the 20 shows that use the word 'actually' the most:

    TV Series 'actually' count / hour
    House Call With Dr. Sanjay Gupta (CNN) 19.17
    Reliable Sources (CNN) 17.89
    ABC's World News Sunday (ABC) 10.7
    The Tonight Show With Jay Leno (NBC) 10.4
    The Newshour With Jim Lehrer (PBS) 8.68
    Washington Week (PBS) 7.61
    Oprah Winfrey (CBS) 7.35
    Fox And Friends Sunday (FNC) 7.27
    The Late Late Show With Craig Ferguson (CBS) 7
    20/20 (ABC) 6.82
    CNN Saturday Morning (CNN) 6.13
    American Morning (CNN) 6
    Today (NBC) 5.76
    CNN Special Investigations Unit (CNN) 5.63
    Fox And Friends (FNC) 5.47
    The Colbert Report (COMEDY) 5.4
    At The Movies With Ebert & Roeper (ABC) 5.32
    Dr. Phil (NBC) 5.26
    Kudlow & Company (CNBC) 5.22
    Studio B With Shepard Smith (FNC) 5.07

    And here are the 20 shows that use the word 'actually' the least:

    TV series 'actually' count / hour
    Sportscenter (ESPN) 1.45
    Geraldo At Large (FNC) 1.41
    Nightline (ABC) 1.39
    The Tyra Banks Show (FOX) 1.36
    Anderson Cooper 360 (CNN) 1.33
    The Live Desk (FNC) 1.17
    This Week With George Stephanopoulos (ABC) 0.94
    Baseball Tonight (ESPN) 0.94
    Special Report With Brit Hume (FNC) 0.89
    Bulls And Bears (FNC) 0.89
    This Week In Politics (CNN) 0.79
    Lou Dobbs Tonight (CNN) 0.68
    The Beltway Boys (FNC) 0.59
    Cnn Student News (CNNH) 0
    Fox News Watch (FNC) 0
    Forbes On Fox (FNC) 0
    Hannity'S America (FNC) 0
    Cashin' In (FNC) 0
    Face The Nation (CBS) 0
    Now On PBS (PBS) 0

    And here's a summary of the the word 'actually' by network:

    Channel 'actually' count / hour
    PBS 5.84
    NBC 5.1
    CNBC 4.55
    COMEDY 4.19
    CBS 4.18
    CNN 3.75
    ABC 3.71
    CNNH 3.65
    CSPAN 3.59
    FNC 3.06
    FOX 3.02
    ESPN 1.4

    So at the higher end, offending shows are using the word 'actually' between once every 10 minutes to once every 3 minutes. Since I'm not a content analysis expert, what other trends can you draw? How could the test be improved?

    SnapStream's TV search in education

    June 29 2008 by Rakesh

    This coming week, some of us from SnapStream are headed to San Antonio, TX to attend and exhibit at one of the largest annual 'technology in education' events here in the U.S. -- the National Educational Computing Conference (NECC).

    SnapStream will be on the exhibit floor in booth #3034 (here's a map), if you're looking for us.

    But since this will be our first time at NECC and, really, our first time at any kind of large gathering of K-12 and university educators, I figure it's a good time to explain what we know about the value proposition of SnapStream to K-12 schools and universities.

    When I was in grade school, there wasn't a lot of technology in the classroom. My Houston public elementary school had a shared area of "pods", each with headphones and cassette players where we'd do "SRA" and every so often, our teacher would haul in an 8mm projector on a cart and we'd all take a nap while the lights were out... but I digress. :-) And the private high school that I attended had a few computer labs, but that's about it. That was technology for me in grade school. Today, I'm amazed at the technology that I see used in the classroom -- and, as I've learned, television is one of the many educational tools found in today's classroom. For some background on how television gets used in education, check out Cable in the Classroom. So delivering television into the classroom is the first thing that SnapStream Enterprise does for K-12 schools and universities:

    1. Distribution of television to the classroom (over the LAN)

    With SnapStream Enterprise, schools can distribute television over their LANs to all their classrooms. And in most cases, they can do this using their existing TCP/IP infrastructure and their existing PCs and display projectors in the classroom. For new schools, using the LAN to distribute TV can eliminate the need to install expensive extra RF cable infrastructure. And through the easy-to-use SnapStream PC client software, teachers can not only watch live TV, they can also watch recorded TV, schedule new recordings and search TV recordings (more on this below). With the ability to schedule recordings and play them back anytime, teachers aren't tied to the broadcast schedule and can integrate TV shows into their curricula whenever they'd like.


    Here's a journalism professor at Emerson College using the SnapStream Enterprise client software to bring TV into the classroom. This is a university but it's the same idea at the K-12 level...

    2. SnapStream's TV search allows educators to harness TV in new ways

    SnapStream's TV search technology allows teachers to easily search inside TV recordings.

    With our search technology and our built-in clipping functions, teachers can ferret out relevant and useful snippets of TV content for use in their classes. Any clip can be downloaded and easily integrated into a teacher's Powerpoint or other presentation.

    For example, if a teacher wanted to talk about the California wildfires in his social studies class, he could:
    1) do a search on "California wildfires",
    2) get these TV search results:

    SnapStream TV search on \

    3) watch each segment,
    4) clip the segments he wants to use in his class and, finally,
    5) download the clips for inclusion in his presentation.

    And this would all be possible for the teacher to do from his classroom PC, without anyone else's help -- no need for anyone from A/V or the library to get involved. This is one example of how we think our TV search technology can make TV accessible and useful to educators in new ways.

    3. Student projects and assignment

    Because SnapStream Enterprise makes television accessible from any LAN accessible PC, it can be installed on library PCs, computer labs or other public-area computers. And then teachers can give homework and other assignments built around SnapStream Enterprise. For example, a teacher could give students an assignment to watch a presidential debate using SnapStream Enterprise or they could ask their students to do a comparison of how one TV network's coverage of a particular candidate differs from another TV networks coverage of the same candidate.

    And SnapStream Enterprise has access control functions built-in so users can be given varying levels of permissions. For example, students can be given one set of permissions while administrators can have their own set of permissions.

    4. Content analysis and research for journalism, media studies and political science

    For people who do what's known as "content analysis" on broadcast television, this one doesn't require much explanation. Rather than having to manually watch potentially hundreds of TV news broadcasts and transcribe their contents (heretofore the exclusive job of poor, underpaid grad students!), SnapStream Enterprise automatically provides a full text transcript for any recorded TV program. A sample TV show transcript exported from a SnapStream Enterprise TV Server:

    sample TV closed-captioning transcript of 60 minutes

    Those transcripts can then be exported from SnapStream Enterprise and pulled into 3rd party software for coding and textual analysis or SnapStream's TV search technology can be used to do things like word frequency. If don't know what content analysis is and you're still wondering, here's an example of the kind of findings that might come out of a content analysis.

    So that's a quick run down of what I know about how SnapStream Enterprise useful to universities and K-12 schools. We already have a number of customers in the area of education (in particular, amongst journalism schools) but we're looking forward to talking to a lot more and learning more about the problems that exist amongst teachers and professors trying to leverage television in education. Are you an educator that uses television in your teaching curriculum? Is there something you'd like to see our product do? Leave a comment below!

    What is SnapStream? There's an unlimited amount of video content out there: 24/7 news channels, breaking news events, sports, talk shows, awards galas, entertainment shows, and so much more.

    SnapStream makes a real-time news and media search engine that makes it fast and easy to find the video moments that support our customers telling great stories.

    Posts by Topic

    see all