report: sxsw 2010 - what twitter #tags reveal
Post on 17-Oct-2014
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DESCRIPTION
bestofsxsw was a interactive website put together by ObjectiveMarketer to understand the trends around #sxsw hastags in twitter. The conversation analysis provided insights into the following - Demography Activity Influence Trend The report provided influencer and demography data that could be used for planning similar campaign on twitter, or directed campaign on other channels like email or direct mail. The full report can be downloaded here. ObjectiveMarketer has a strong analytics platform that helps marketer's understand the Twitter/Facebook conversations, and help them identify segments and trends. For more information contact us at [email protected] .TRANSCRIPT
#SXSW Case Study
SXSW is an interactive and music event organized every
year in Austin. This year ObjectiveMarketer decided to
tap into the users twitter streams around the #SXSW
event. ObjectiveMarketer also created an interactive
portal at http://bestofsxsw.com for user interaction such
as view trending topics, retweets and recently posted
images. The users could also retweet/share from the
interface.
This report is focused on some of the findings from the
data thus collected, and analyzed.
What twitter #tag reveal about your social campaigns?
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Key Findings
"The fact that anyone listens to what you have to say is a big deal" via @garyvee #sxsw
Activity
Most tweets were from the users with friend/followers
count at around 10,000.
Virality
Users with higher number of twitter followers get more
retweets. However if the friends count is less than the
followers count, it effects the retweets negatively.
Retweets are not effected by how long back the twitter
account was created.
Content
Tweets with Images or rich media received fewer
retweets
Longer tweets were more likely to be retweeted.
Optimal length is anything above 80-90 characters.
Campaign Planning
The most active time for tweeting in the conference was
from noon to evening
However, Retweets were not as spread out as the tweets,
most of the retweets were only happening in the noon
Audience
There were a broad set of people in SXSW, with very
different background and interest. There were some
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interesting co-relation between users bio, and
retweetability.
Males outnumbered females by 2:1 ratio
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"In 2009 more data was generated by individuals than the entire history of mankind through 2008. " #sxsw
The data was collected for the period of 14th March to
22nd March using twitter-streaming APIs. The search
was looking for #SXSW tag in the tweets. Twitter #tags
are increasingly used by brands/organizations to run
contests/campaigns. The report highlights the
importance of analyzing the participants in the #tag
campaign, and based of that actively modifying the
campaign to meet the goals.
There were approximately 45k unique participants in
the SXSW conversations, creating more than 200k
unique tweets. These tweets were self identified tweets
(appended with #sxsw). There were other
conversations around sxsw that were not identifiable
directly (no hashtag used), and these were not
captured by this study.
Method
(continued)
5
SXSW is a focused high-energy event. Most people
attending the event are both cutting with respect to the
technology and aggressive with goals, and therefore it is
expected that the crowd will have a lot of twitter users.
In SXSW the Involvement was high, with an average of 4-5
unique tweets created by each user around #SXSW.
Followers
Most active twitter users were with follower base of around 10,000.
Note, we have normalized for the population distribution. So what we see is that users with 10,000 followers are 5 times more likely to participate in the event twitter stream than users with 100,000 followers.
Friends
The most active twitter users were with friend count of about 10,000. But there is not much difference in activity level for users with higher or lower follower counts. However there is a cutoff of 100 friends, anyone with less than 100 friends there was negligible activity.
Takeway
If you are recruiting users for a campaign, ignore users with less than 100 friends.
The involvement was high with an average of 4-5 tweets created
per user.
Involvement
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Status
The users who were actively tweeting in sxsw were people
who had tweets in the range of 1000 – 100,000. The
activity level of the users with fewer tweets was high, but it
was sprodaic. In most likely case they were either self-
promoting, or tweeting around specific event.
Takeway
It is not always necessary that people who are heavy
twitter users will be the most active twitterers for your
campaign. Through the campaign keep an eye on the
trends, and based of that fine tune your strategy.
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Twitter engagement and
effectiveness of the
content and conversation
can be measured
effectively by number of
retweets generated. More
number of retweets
generally indicates a
highly engaged
audience.
Understanding your key
influencers, and
motivating them to share
your messages should be
integral part of the
campaign design. Tools
like ObjectiveMarketer
help you find your
influencer around
keywords, topics #tags.
Most Retweeted Users
These were the 25 most
retweeted users:
Twitter Handle Total
Retweets
anywhere 1036
ev 730
sxsw 601
clear_events 301
garyvee 266
mashable 248
SXSWPartyList 233
InvisiblePeople 220
twitter 182
ScrewYouSXSW 178
jeffjarvis 163
brainpicker 156
omarg 127
hardlynormal 125
PerezHilton 122
aplusk 116
jeffpulver 115
AmericanApparel
113
SXSWFreeNOMS 112
blackjoelewis 106
foursquare 105
dspark 103
LAWeekly 103
chrisbrogan 102
Twitter is not a social network. Its an
information network that helps people with
sharing & discovery (@ev at #SXSW)
Retweets
Retweets seems to be strongly co-related to number of
followers. Higher followership did not guarantee higher
retweets, but higher retweets required higher number of
followers.
Retweets-Followers
Follower – Friend Ratio
Follower to Friend ratio matters for retweetability. The
tweet is less likely to get retweets if the user had lower
number of followers than the friends.
Interestingly, if the friends count are higher than followers
count, the retweets is not entirely zero. There are some
retweets. This can be attributed to the
fact that genuinely interesting posts will
get retweets irrespective of the person
who tweeted it first.
However the number of retweets are
significantly more when the
follower/friend ration is >= 1.
Discoverability is a big problem in
twitter, and therefore it always helps to
have more number of followers.
"There are 2 kinds if people on Twitter. Those who want more followers & those who lie." @guykawasaki #sxsw
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Image - Retweets
The tweets with image links in them received lower
retweets than the tweets without the image links. The
retweets for tweets without image was close to 31.6%, vs.
when there was image it was only 16.8%.
The result can be explained because most of the images
shared were of personal in nature, e.g. snaps from events,
and these were less likely shareable compared to general
tweet about the sessions or sxsw.
Also unlike Facebook in twitter image or rich media is not
directly available for interaction, the user needs to click
out of the twitter to go to some external site. This therefore
can be hindrance to retweet goals.
Takeway
Embedding multimedia content, such as image may not
be as effective on twitter as it is on Facebook. Plan for
how it may or may not affect your retweet goals, if you
are sharing images.
0%
20%
40%
60%
80%
100%
Images All
Retweets
Total
Tweets with images are less likely to be
shared.
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Tweet Length - Retweets
Tweets are shared more, if the length of
the tweet is more than 80 characters.
a. Tweets smaller than length 20 are almost never
retweeted. Makes sense, as 20 characters are
hardly 3-4 words (not worthy of retweets)
b. Tweets with length 20-80 are sparingly retweeted;
notice how the curve has dropped significantly for
that range.
c. 80+ characters have pretty good chance of getting
re-tweeted.
d. Interesting the retweets do not drop after 120
characters. Tweets with length more than 120
characters do not leave room for retweet text. But
seems like it does not hurt the retweets. We however
recommend keeping the length of text less than 120
characters, as it helps in keeping meaning of the
tweet intact after retweet.
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Most Active Time
Most tweets happening between
12:30PM – 3:00PM
SXSW is a party event, with lot of late night events, but
seemingly most tweet activities were around usual
working time of 10 AM – 3PM with the peak happening
around 12:30 – 1 PM.
Retweets followed tweets by about 30min to 1hr.
Interestingly retweets did not happen all through the
day, most retweets happened around 1PM, and it
dropped more drastically compared to the drop in
number of tweets.
People were tweeting more towards evening then in
morning. Most of the SXSW crowd was sleeping during
12 AM- 5AM.
Takeway
Tweets/Retweets can have different activity peaks. For
a successful campaign understand and plan around
the peak activity.
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User Profile
Common terms involving the users
participating in the SXSW conversation
Social Media, pop culture, Creative Director, Real
Estate, Public Relations, User Experience, graphic
designer, Web Developer, Hip Hop, Community
Manager
There were about 186 real estate agents, or people
with interest in real estate, and there were about 250 PR
folks. It is interesting how diverse the group was at SXSW,
from social media, graphic designers all the way to real
estate folks.
Most Common words that occurs on the
description
social, marketing, digital, director, designer, writer.
Design, technology, business, blogger, creative,
entrepreneur, student, manager, founder, developer,
people, husband
Again notice how varied the group is – from blogger,
writer, creative to business, founder, developer.
Occurrence of “husband” term prompted us to look if
there is some trend for male/female demography. We
found that Total number of users with “Father” or
“Husband” in their bio was more than 2k. whereas the
number of users with “Mother” or “Wife” in their bio was
only 1k. So the men exceeded women by 2:1 ratio.
Cross-pollinate learning from #tag
twitter campaigns to other digital
marketing efforts such as SEO.
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What about the people, who got
retweeted, is there something about their
description that is different?
These are the most common words found in the
description of folks who got retweeted –
Social, marketing, twitter, blogger, digital, anywhere,
people, director, editor, technology, founder, co-
founder, design, writer, community, online, strategist,
author, creative
The people who dropped out of the first list are
business, entrepreneur, student, developer, husband.
These are the people who were likely to be creating a
lot of content, but not retweeted. It seems like always
pushing messages is not the best way to get retweeted.
The folks who were not in the first list but made into the
retweets list are – strategist, author, editor, co-founder,
anywhere. They created less content, but got
retweeted more often.
Where did the SXSW participant come
from?
Central Time (US & Canada)
Eastern Time (US & Canada)
Pacific Time (US & Canada)
Mountain Time (US & Canada)
London Alaska Amsterdam Hawaii Brasilia
You can use twitter audience profile to
find the geo-demographics of
your user base.
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User Profile
URL Linked to the Profiles
Almost equal numbers of people were linking to either
of the social network profiles. However, significantly
more numbers of people were linking to some sort of
blog.1
Takeaway
Knowing where the users reside on different social
networks, you can fine tune your other social media
campaigns to reach the user base.
Very small % of people, (0.6%) were linking using short
URL bit.ly to track clicks on the referenced URL.
Do users with older accounts get more
retweets?
Myspace
Blogs
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Red is the age of the users who were retweeted, green
is age of all the users. There is no shift in the distribution,
so it can be safely assumed it does not matter how long
you have been active on twitter for retweets.
There is a peak of retweeted users for very old joiners.
These probably are the social media celebrities who
also happen to join very early, but for more general
users it did not matter how long back they created the
twitter account.
Length of Description
Average length of the bio is 77 characters. It is really
small, and maybe guided with general briefness on
twitter.
People do not seem to be writing long bios on twitter,
with a high % of blank bios.
People like to write long tweets.
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Protected Users
There were only 450 users who had protected their
tweets.
Verified Users
There were only 120 verified accounts (less than 0.2% of
total participants.)
Average Tweet Length
Average length of the tweets: 102 characters.
There is tendency towards writing longer messages,
notice the sharp rise of the curve at the right corner.
"Making something that is public more public is a violation of privacy" danah boyd #SXSW #sxswsa
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There were 437 unique twitter clients being used, of
which only 30 had ‘twitter’ in their name
Top 15 Twitter Clients Used
Twitter Client Updates
web 35571
TweetDeck 33553
Tweetie 19700
Echofon 8102
API 7450
UberTwitter 7426
HootSuite 7118
Seesmic 5247
Twitterrific 4221
txt 2706
mobile web 2602
twitterfeed 2412
twidroid 2042
foursquare 1326
TwitPic 1118
A lot of the updates were happening from mobile devices, but Tweetdeck/web were still accounting for majority of the updates.
Twitter Clients
No Client
Clients
19% of the users were not using any clients.
Technical Data
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ObjectiveMarketer is a social media marketing firm based out of Redwood City, CA. Agencies and business user use ObjectiveMarketer’s social media management suite to execute campaigns on social channels such as Twitter, Facebook and Youtube. ObjectiveMarketer provides strong analytical platform that helps clients not only execute but also identify, understand and interact with the influencers/amplifiers on these social channels.
Additionally ObjectiveMarketer provides custom solution for creating data based landing pages for twitter streams around events or keywords e.g. http://bestofsxsw.com. This report is one of the reports that ObjectiveMarketer can provide their clients to help understand the demography, and behavioral profile of the twitter users engaging with the brands on Twitter.
If you want to similar report for your business, or want to get help with campaign or social media use strategies please email us at [email protected].
Twitter provides great opportunity to learn
about your target market.
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