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Judging a Twitter Contest by Juggling the Big Data Effectively
Twitter contests have become an intrinsic element in the complex compound to boost brand engagement today. Big or small alike, every brand looking for digital engagement is skewing or has skewed in the past towards a twitter contest. While some brands do it through their own handles, the rest pick…
Why the need for evaluation?
However, there are a few observations we made while conducting some of these contests which is why we decided to write this post on judging twitter contests effectively:- Twitter contests usually appeal to a large set of the audience, therefore it becomes a bit of a pain to decide the right winner due to the sheer volume of participation.
- While Twitter contests sure bring engagement, not a lot of this engagement is positive engagement as tweeps spam the time lines in order to get the maximum entries.
- There is always a cry after a Twitter Contest that the winners were stitched or fixed.
- There is no set of rules by which a contest could be played. Each brand makes its own set of rules so there is usually a lack of transparency in the results.
- No matter how fairly you conduct the contest, there always will be backlash from those who did not win it. It is a must therefore to ensure that only the fair and deserving candidates win.
- Most people make a secondary twitter account, which is used only to play such contests, and after winning they end up selling off what they won to gain monetary profits.
Post observing all of the points above, we went to our drawing board to design a mechanism on how to judge a Twitter contest which involves simple question and answer format, the most popular way of doing this, by far. We deviced a set of rules for ourselves and list the parameters, which we would judge the contest on and set it as a goalpost within which we shall play. Our focus at all times was quality engagement and interaction rather than just encouraging those who spam the brand for the sake of numbers. While we were devising our set of rules, we kept the following in mind: - The system must be fair to all the users so that everyone has an equal chance to win.
- Spammers and those who are flooding the TL with mindless tweets must be ignored.
- Quality content at all times must be encouraged.
- Only those that follow the instructions correctly should be considered for prizes.
The Drill to select a deserving winner
After a bit of brainstorming with our team and experimenting with a couple of contests, we wrote the rules the down, and this is what we did.
1) We used our in-house Social Media tracking tool, Social ORM to monitor and record all the tweets that came in. We inserted the keyword, which was the mandatory hashtag to record all the tweets.
2) Once the contest was over, we extracted the Social ORM report and the data obviously only contained the tweets that contained the used hashtag. 3) We offset the time, so that only those tweets, which were within the stipulated time of contest, are considered.
4) We ran a duplicity test in the tweet field, and any user found making the same tweet more than thrice was immediately red listed as a spammer. We obviously removed the brand tweets too.
5) After doing this, we converted the whole data to a pivot table. This table had the twitter contest’s user name in the rows while the columns contained, the total number of tweets made, total number of followers, total numbers of people following, Klout score (calculated from klout.com as an influence parameter).
6) Once we had this data in the excel sheet filled, we applied the formula: Total score= No. of tweets *10 + Number of followers+ Number of following+ Klout score*10+ 25*number of tweets with media attachment.
7) Using this comprehensive data we got a unique score for every contestant. Since the score takes all the important parameters into account and is a good balance between those who tweeted a lot and those who tweeted less but have a higher reach. We arranged the score in the descending order and the winners were declared fair and square. Rating the Twitter Contest for gauging performances
After you have declared the winners and dust of excitement has settled, it is imperative to judge your own team and evaluate the contest. Obviously there is the qualitative versus the quantitative way of looking at things. While the former is subjective and often variable based on the sentiment analysis tool you use, the latter is absolute. Hence we prefer the quantitative approach. There are two metrics to judge the performance quantitatively:Judging the contest by the growth of Hashtag:
This is a relatively simple exercise and can be done by counting the ratio between the tweets made by the brand versus the mention of the hashtag within the stipulated hours of the contest. The larger the ratio is, the better the contest has been executed. For example, if the brand made 5 tweets with the hashtag #ThisPost and received a mention with 50 entries with #ThisPost, the ratio would read 5:50 or 1:10. A wide ratio indicates a successfully run contest. Whether the hashtag trended or not, is another indication of the overall success of the content.Judging the contest with an absolute number:
The other way of judging the performance is by evaluating a real number and using that as a matrix or a benchmark to judge your future contest.
Again there are a couple of ways of doing this: 1: Evaluating the value of one participant:
To do this is pretty straight forward: Value of 1 engagement= Value of the giveaway+ Value of the hours of the team involved in planning and executing the contest divided by the total number of unique participants. The value should be low for a good contest. Let’s take an example: Giveaway value= 3* INR 500 worth coupons= INR 1500 Total team members=2, their wages per hour= Rs 300, total hours= 7. Total team investment= 300*7*2= INR 4200 Hence, total investment= Rs 4200+ 1500= INR 5,700. Total unique participants= 10 Value of 1 unique participant= 5700/10 = Rs 570. 2: Evaluating the absolute number of the contest:
A unitless contest scale could be designed to evaluate your performance. To do this, simply follow the formula: Contest Number= (No. of impressions generated/ 1 Million)+ (Followers gained+ Total tweets received)/1000. You will arrive at a solid number that becomes the evaluating line for your future contests. By using this method, you simplify things and take into account the quality of engagement too by bringing in the factor of impressions.





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