/Twitter-Mining-and-Analysis

Gathering of Twitter API data on various sources, clean and mine the data through the programming tool R, and create visualisations dictating the main aspects that Twitter accounts in order to enhance and improve McPherson College's Twitter Account/Presence

Primary LanguageR

Twitter-Mining-and-Analysis

Gathering of Twitter API data on various sources, clean and mine the data through the programming tool R, and create visualisations dictating the main aspects that Twitter accounts in order to enhance and improve McPherson College's Twitter Account/Presence

Conclusions

Through social media analysis, more specifically Twitter data analysis, one can find many factors that contribute to a Twitter account. It is with these factors that analyzing and comparing accounts, that one can draw conclusions about the effectiveness and reach of specific accounts and, with mathematical data, outline where and how an account can be improved. McPherson College Bulldog’s Twitter account has been examined through careful analysis. With simple key steps, turning the account into a Twitter account with a large Twitter presence should be simple.

  • Tweet Production: We suggest a focus on more original content, promoting and advertising the College’s sporting teams. This incorporates an increase in the frequency of tweets, ranging around 55 tweets per week, and special consideration when retweeting and replying to other users.
  • Third-party applications: McPherson College Bulldogs’ Twitter account could implement stronger use of Twitter Media Studio as well as potential third-party applications for the production of its tweets. This will ensure production of on a wide variety of content as well as the analytical management of video engagement and monetizing of the account to increase the college’s sporting revenue. The use of third-party applications will also allow for tweet scheduling as future planning and ‘hype’ of sporting programs are seen to be an important part of a sporting Twitter account.
  • Hashtag presence: McPherson College Bulldogs’ Twitter account could potentially update its Hashtag presence within its Twitter account. This could involve establishing a new main hashtag to pursue heavily while adopting smaller hashtags to broaden the Twitter presence of McPherson College.
  • Tweet Wording Choice: The Bulldogs’ Twitter account should continue its positive wording presence on Twitter while also encompassing joyful words to set apart McPherson College from the rest. The Twitter account can also start to incorporate ‘anticipation’ wording choice within the tweets regarding the outlook of the sporting program for a general enticement of its followers.