Table 2

Normalized Keywords from the Proposed Approach.

Twitter FiltersExtracted keywordsResults of proposed normalization approach
In Vocabulary tokensOut-of-Vocabulary (OVV) tokensProper nouns detectedNormalized OVV words
FootballMcPhail, fotbal, latest, loveisland, oficialyLatestfotbal, loveisland, oficialyMcPhailfotbal: football, oficialy: officially, loveisland: lavishly
Tennisnow?, Wimbledon, Zarina, building, club, disrespectful, featuring, gifting, gruesome, history, ht?, legendary, soufert, u, vela, workoutbuilding, club, disrespectful, featuring, gifting, gruesome, history, legendary, vela, workout, nowht, soufert, uWimbledon, Zarinasoufert: subvert, u: you, ht: hit
CricketWerneth, captains, Indian, cricket, blesed, healthy, funiest, atribute, wonderful, suport, kasthuri, a, nz, prediction, bet, Sehwagcaptains, Indian, cricket, healthy, wonderful, a, prediction, betblesed, funiest, atribute, suport, nzWerneth, kasthuri, Sehwagnz: New Zealand, blesed: blessed, funiest: funniest, atribute: attribute, suport: support
BaseballCongresman, Guardians of the Galaxy Vol, how, Sandra, Bigest, future, played, swears, unplayablehow, future, played, swears, unplayablebigestCongresman, Guardians of the Galaxy Vol, Sandrabigest: biggest
BasketballAno, the, Cancer, can, By, autograph, Alexander, convent, badminton, gamers, And, beyond, AAU, ATW, inthe, cancer, can, by, autograph, convent, badminton, gamers, and, beyond, inAAU, ATWAlexander, AnoAAU: Amateur Athletic Union, ATW: Around The World
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