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14 Jun 2010

Laughtrack Review

So, it’s been a couple of months since the Melbourne International Comedy Festival wrapped up, and thus, a couple of months since LaughTrack went silent. I just want to write up a last batch of statistics, as well as some broader thoughts on how the site went in general.

I should have been doing this back when the festival actually finished, but some things got in the way of catching up on classifying all the tweets, and so I only actually got through the last of it yesterday.

The Leaderboard

A quick look at the top 10 (well, 11, given tied scores), going by quality:

Show Rating
The Pajama Men: The Last Stand to Reason 93
Nina Conti: Talk to the Hand 93
Ross Noble: Things 91
Jamie Kilstein: Revenge of the Serfs 91
Adam Hills: Mess Around 91
David O’Doherty: David O’Doh-party 91
Good Evening: Shaun Micallef & Stephen Curry 91
Frank Woodley: Bewilderbeest 90
Celia Pacquola: Flying Solos 90
Josie Long: Be Honourable 90
Melinda Buttle: Sista Got Flow 90

Most of those are quite established, but it’s worth noting those who are relative newcomers to the comedy scene: Celia Pacquola and Melinda Buttle – and those who are relative newcomers to Australian shores: The Pajama Men and Jamie Kilstein.

Gains

Here’s who made the biggest gains by rating over the final two weeks of the festival (I’ve trimmed the list to 8 – there’s another 7 on the next score down):

Show Initial Rating Current Rating Difference
Poet Laureate Telia Nevile: While I’m Away 0 65 65
Smart Casual: Same Mother, Different Fathers 0 60 60
Spontaneous Broadway 27 84 57
Mark Butler: I’ve Been Watching You Australians 0 53 53
Good News Week 0 53 53
Stevl Shefn and His Translator Fatima 0 53 53
Terry North: Life’s A Joke 0 53 53
Die Roten Punkte: Kunst Rock 27 72 45

In most of those cases, it only took a handful of positive tweets to gain some serious quality points. So again, let’s go by tweets instead of rating – because this turns out to be a far better metric for who has been getting a lot of buzz.

Show Initial Count Current Count Difference
Arj Barker: Let Me Do The Talking 43 77 34
Ross Noble: Things 29 62 33
The Pajama Men: The Last Stand to Reason 26 54 28
Josh Thomas: Surprise 17 38 21
Rich Fulcher: Eleanor the Tour Whore 23 42 19
Tim Key: The Slutcracker 32 50 18
Adam Hills: Mess Around 26 44 18
Sam Simmons: Fail 15 31 16
Jamie Kilstein: Revenge of the Serfs 15 30 15
Josie Long: Be Honourable 13 28 15

I’m not going to bother analyse the data from which shows were sold out – it’s far from complete.

What’s next?

LaughTrack was a fun experiment for the festival, but I’m not quite sure of its future.

It’s possibly useful for other festivals (especially those with repeat performances – so, Fringe festivals much more than Film festivals), but I don’t quite have the passion for those festivals compared to the MICF. In other words, I’m probably not going to commit the time to keep the site up-to-date for the Melbourne Fringe (for example) without some personal incentive.

The classification system also needs a lot of work. I spent many, many hours classifying tweets, because automating that kind of intelligence into a website is far from easy, and I couldn’t get it to a reliable state without human interaction. I could open the classification out to everyone who visits the site – and if I run this for next year’s MICF, that’s quite likely – but again, it’s additional work.

And it’s worth noting that most tweets that LaughTrack picked up were not reviews – there was a lot of noise, and very little signal (which is the main problem with automating classification).

So where does that leave us? Well, I’m definitely interested in reprising LaughTrack for next year’s Comedy Festival, and hopefully can get the people behind the festival to send some data on ticket sales through.

As for other festivals, I’m going to need some financial support to dedicate any time to adapting and maintaining the site. If you’re interested in sponsoring development on LaughTrack for a festival, then please do get in touch.

I would love to hear feedback on whether you found the site useful during the festival, and how it could improve. From a personal level, I know I found new shows to go see purely by reading the thousands of tweets that came through.

05 Apr 2010

LaughTrack: Week Two

Another week has passed, so time for some more LaughTrack statistics.

First up, acts with the best ratings improvements since the start of the Festival:

Show Initial Rating Current Rating Difference
Good Evening: Shaun Micallef & Stephen Curry 0 88 88
Ursula Martinez: My Stories Your Emails 0 84 84
Celia Pacquola: Flying Solos 0 84 84
Adrian Calear: Code Grey 0 79 79
Asher Treleaven: Secret Door 0 79 79
Daniel Burt: Yes Man Syndrome 0 77 77
The Festival Club 0 75 75
Catherine Deveny: Gold is Bullshit 0 72 72
Peter Helliar: Dreamboat Tour 0 72 72
Nelly Thomas: I Coulda Been A Sailor 0 72 72

That list is almost identical (ignoring the order) to last week… essentially: those who did well to start with, have solidified their position.

So let’s look at the differences just in the last week instead.

Show Initial Rating Current Rating Difference
List Operators For Kids: More Fun Than a Wii 0 60 60
Puppy Fight Social Club 0 53 53
And The Little One Said… 0 53 53
Jack Druce: Wild Druce Chase 0 53 53
Peter Helliar: Dreamboat Tour 27 72 45
Simon Keck: Dead Under Fluorescent Lights 0 43 43
Sadie Hasler: Her Lady Bones 0 43 43
I Heart Frankston: The Musical 0 43 43
Matthew Kenneally Flips the Bird at the Finger Pointers 0 43 43
Bart Freebairn: A Breathtakingly Magical Journey into the Ordinary 0 43 43
Greg Fleet: Big Love 0 43 43
Supermanchild 0 43 43
Metrosketchuals 0 43 43
Nick Cody: Lust Actually 0 43 43

This list could be considered shows with potential: towards the end, it only took two positive tweets to get them onto the list.

So, let’s now look at who has garnered the most positive tweets. Again, since the start of the festival:

Show Initial Count Current Count Difference
Wil Anderson: Wilful Misconduct 11 42 31
Arj Barker: Let Me Do The Talking 23 43 20
Good Evening: Shaun Micallef & Stephen Curry 0 19 19
The Pajama Men: The Last Stand to Reason 7 26 19
Rich Fulcher: Eleanor the Tour Whore 5 23 18
Nina Conti: Talk to the Hand 13 30 17
Celia Pacquola: Flying Solos 0 14 14
Ursula Martinez: My Stories Your Emails 0 14 14
Tom Green: World Standup Comedy Tour 8 22 14
Tim Key: The Slutcracker 19 32 13
Melinda Buttle: Sista Got Flow 4 17 13

Some big names there, though good to see some relative newcomers appearing too (Ursula Martinez, Melinda Buttle and Celia Pacquola).

As for the increases over just the last week:

Show Initial Count Current Count Difference
Wil Anderson: Wilful Misconduct 17 42 25
Arj Barker: Let Me Do The Talking 25 43 18
Tom Green: World Standup Comedy Tour 8 22 14
Good Evening: Shaun Micallef & Stephen Curry 9 19 10
Ursula Martinez: My Stories Your Emails 5 14 9
The Pajama Men: The Last Stand to Reason 17 26 9
Nina Conti: Talk to the Hand 21 30 9
Frank Woodley: Bewilderbeest 19 27 8
Sammy J and Randy: Ricketts Lane 6 14 8
Melinda Buttle: Sista Got Flow 9 17 8

Not much difference in the names this time around…

But what can you take away from this?

  • Ursula Martinez was an unknown before this festival. She’s just added three extra shows, which matches the buzz she’s received.
  • Melinda Buttle is another festival newcomer who has been getting a lot of buzz.
  • The big names draw the tweets – but Wil Anderson and Tom Green have both finished their festival runs.
  • The Pajama Men won the Barry Award for the best show last year in their first festival, and they’ve followed it up with another fine offering, going by numbers (and reviews).

I’ve also started tracking which performances are sold out – but there’s no point offering stats on that, because my data is far from complete. However, some of the smaller names regularly selling out:

Nick Cody, Daniel Burt, Vigilantelope and Clodhopper: Miami all sold quite well too – but they’ve finished their runs.

29 Mar 2010

LaughTrack: Week One

Last week, I launched a website I’ve been working on in my own time: LaughTrack. It follows what people are saying on Twitter about the Melbourne International Comedy Festival, and provides ratings on whether the crowd thinks a show is good or not.

I’m not going to get too caught up in the site itself right now – that deserves a separate blog post, and I’ve not found time for that.

However, I just wanted to report on the acts that have had the most buzz over the course of the opening week:

Show Initial Rating Current Rating Difference
Celia Pacquola: Flying Solos 0 74 74
Ursula Martinez: My Stories Your Emails 0 65 65
Catherine Deveny: Gold is Bullshit 0 65 65
Geraldine Quinn: Shut Up and Sing 0 65 65
Good Evening: Shaun Micallef & Stephen Curry 0 65 65
Asher Treleaven: Secret Door 0 65 65
The Festival Club 0 65 65
Daniel Burt: Yes Man Syndrome 0 60 60
Adrian Calear: Code Grey 0 53 53
Dave Jory: Men Are From Mars 0 53 53
Donna & Damo: An Asexual Love Story 0 53 53
Fear of a Brown Planet Returns 0 53 53
Nelly Thomas: I Coulda Been a Sailor 0 53 53

I chose the top ten, but there’s quite a few that jumped up to 53, so you get a few extra.

It’s worth noting that those last five gained just three positive tweets. So, at this point it doesn’t take too many tweets to get someone jumping up the board. However, the higher the rating is, though, the slower the rating increases, so let’s look at who got the most positive tweets as a comparison:

Show Initial Count Current Count Difference
Rich Fulcher: Eleanor the Tour Whore 5 16 11
The Pajama Men: The Last Stand to Reason 7 17 10
Celia Pacquola: Flying Solos 0 8 8
Tim Key: The Slutcracker 19 27 8
Nina Conti: Talk to the Hand 13 21 8
David O’Doherty: David O’Doh-party 7 14 7
Russell Kane: Human Dressage 7 13 6
Tokyo Shock Boys 6 12 6
Ali McGregor’s Late-Nite Variety-Nite Night 1 7 6
Wil Anderson: Wilful Misconduct 11 17 6
Fiona O’Loughlin: On a Wing and a Prayer 6 12 6

Again, a top ten, with one extra because of the same increase.

It’s interesting that almost all on the first list are comedians still making their stamp on the comedy scene. The second list has several more established acts. Only Celia Pacquola made it into both.

Of course, the older tweets were from other festivals – in particular, the Adelaide Fringe and the Brisbane Comedy Festival, which both happened in the lead-up to Melbourne’s Comedy Festival. So these numbers are far from perfect (but then, divining quality from Twitter isn’t a science anyway).

Hopefully you’ve found this somewhat interesting (well, if you’re a comedy buff) – expect more reports as the festival progresses. If you’re in Melbourne, I hope you’re making the most of this fabulous time of year!

25 May 2007

Link: Rails Log Visualizer

07 May 2007

Link: Beware of the Dog | JoeDog / Siege

02 Nov 2004

Link: Audioscrobbler

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Freelancing Gods is written by , who works on the web as a web developer in Melbourne, Australia, specialising in Ruby on Rails.

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