#cws, Twitter, 7/3/2022 2:55:27 PM, 278969


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#cws_2022-07-03_05-31-06.xlsx
#cws_2022-07-03_05-31-06.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 03, 2022
Short Description:
#cws via NodeXL https://bit.ly/3bAVTsE
@redditcfb
@olemissbsb
@ou_baseball
@astro_kimbrough
@ncaabaseball
@peterburnsespn
@olemissrebelfan
@razorbackbsb
@space_station
@barstoolmintzy

Top hashtags:
#cws
#hottytoddy
#olemiss
#cws2022
#omaha
#wps
#mcws
#cwsomaha
#sec

Description:
Description
The graph represents a network of 5,363 Twitter users whose tweets in the requested range contained "#cws", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 03 July 2022 at 12:36 UTC.

The requested start date was Sunday, 03 July 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 17-hour, 45-minute period from Sunday, 19 June 2022 at 00:04 UTC to Saturday, 02 July 2022 at 17:50 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 5363
Unique Edges : 4175
Edges With Duplicates : 9225
Total Edges : 13400
Number of Edge Types : 5
Tweet : 2870
Retweet : 3272
MentionsInRetweet : 4896
Mentions : 2116
Replies to : 246
Self-Loops : 2919
Reciprocated Vertex Pair Ratio : 0.0206523520734306
Reciprocated Edge Ratio : 0.0404689256463787
Connected Components : 1485
Single-Vertex Connected Components : 1196
Maximum Vertices in a Connected Component : 3165
Maximum Edges in a Connected Component : 10029
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.749989
Graph Density : 0.000216543054789253
Modularity : 0.454116
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 5,363 Twitter users whose tweets in the requested range contained "#cws", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 03 July 2022 at 12:36 UTC.

The requested start date was Sunday, 03 July 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 17-hour, 45-minute period from Sunday, 19 June 2022 at 00:04 UTC to Saturday, 02 July 2022 at 17:50 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : #cws
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[15] https://record.revmasters.com/_iKA0r4jntBhZSuvhn4yj1mNd7ZgqdRLk/1/
[10] https://247sports.com/college/ole-miss/Article/Ole-Miss-will-send-lefty-John-Gaddis-to-the-mound-tonight-versus-Arkansas-189063760/
[8] https://www.3up3downsports.com/
[8] https://www.clarionledger.com/story/sports/college/ole-miss/2022/06/25/ole-miss-oklahoma-baseball-video-highlights-score-cws-finals-saturday/7737124001/
[8] https://www.clarionledger.com/story/sports/college/ole-miss/2022/06/21/justin-bench-8-facts-ole-miss-baseball-player-johnny-bench/7694194001/
[8] https://www.clarionledger.com/story/sports/college/ole-miss/2022/06/22/cws-ole-miss-vs-arkansas-baseball-video-highlights-score-wednesday/7693890001/
[8] https://www.clarionledger.com/story/sports/college/ole-miss/2022/06/21/ole-miss-arkansas-baseball-betting-odds-prediction-college-world-series/7692837001/
[8] https://www.clarionledger.com/story/sports/college/ole-miss/2022/06/20/ole-miss-arkansas-razorbacks-baseball-video-highlights-score-2022-cws/7682890001/
[7] https://247sports.com/college/ole-miss/Article/Ole-Miss-Rebels-column-CWS-College-World-Series-beats-Oklahoma-Sooners-Omaha-10-3-189244049/
[7] https://www.oklahoman.com/story/sports/college/sooners/2022/06/22/ou-vs-texas-a-m-score-ncaa-baseball-tournament-cws-college-world-series/7696506001/

Top URLs in Tweet in G1:
[6] https://www.montgomeryadvertiser.com/story/sports/college/auburn/2022/06/20/watch-auburn-arkansas-razorbacks-baseball-tv-livestream-radio-game-time/7685124001/
[6] https://www.montgomeryadvertiser.com/story/sports/college/auburn/2022/06/20/bruce-pearl-animated-auburn-baseball-chants-2022-college-world-series/7683379001/
[6] https://www.montgomeryadvertiser.com/story/sports/college/auburn/2022/06/20/auburn-vs-arkansas-razorbacks-baseball-betting-odds-moneyline-cws-2022/7684894001/
[4] https://www.montgomeryadvertiser.com/story/sports/college/auburn/2022/06/20/butch-thompson-says-several-auburn-baseball-players-ill-2022-cws/7606507001/
[4] https://www.montgomeryadvertiser.com/story/sports/college/auburn/2022/06/20/frank-thomas-praises-auburn-baseball-cws-win-vs-stanford/7684435001/
[3] http://www.gadsdentimes.com/story/sports/college/auburn/2022/06/20/watch-auburn-arkansas-razorbacks-baseball-tv-livestream-radio-game-time/7685124001/
[3] http://www.gadsdentimes.com/story/sports/college/auburn/2022/06/20/bruce-pearl-animated-auburn-baseball-chants-2022-college-world-series/7683379001/
[3] http://www.gadsdentimes.com/story/sports/college/auburn/2022/06/20/auburn-vs-arkansas-razorbacks-baseball-betting-odds-moneyline-cws-2022/7684894001/
[2] https://twitter.com/i/spaces/1YqJDqENrbzxV
[2] https://twitter.com/cwsshotboard/status/1538550272309460993

Top URLs in Tweet in G2:
[2] https://twitter.com/CFBHome/status/1538998881672896518
[1] https://twitter.com/AllVolReport/status/1541211833478135808
[1] https://twitter.com/CFBHome/status/1538171574964060160
[1] https://twitter.com/CFBHome/status/1538341416715403264
[1] https://twitter.com/CFBHome/status/1538646068145053696
[1] https://twitter.com/CFBHome/status/1538851524893360128
[1] https://twitter.com/CFBHome/status/1539362025138270215
[1] https://twitter.com/CFBHome/status/1539417609740877831
[1] https://twitter.com/CFBHome/status/1539713453144915974
[1] https://twitter.com/CFBHome/status/1539793811123175424

Top URLs in Tweet in G3:
[3] https://omaha.com/sports/college/baseball/live-updates-college-world-series-june-19/article_250e7684-ef7b-11ec-b3a2-37d1e97f2510.html?utm_medium=social&utm_source=twitter_OWHnews
[3] https://omaha.com/sports/college/baseball/live-updates-college-world-series-june-20/article_9f684062-ef7c-11ec-9af3-8b72b0b5511a.html?utm_medium=social&utm_source=twitter_OWHnews
[3] https://omaha.com/sports/college/baseball/live-updates-college-world-series-june-19/article_250e7684-ef7b-11ec-b3a2-37d1e97f2510.html?utm_medium=social&utm_source=twitter_OWHsports
[3] https://omaha.com/sports/college/baseball/live-updates-college-world-series-june-20/article_9f684062-ef7c-11ec-9af3-8b72b0b5511a.html?utm_medium=social&utm_source=twitter_OWHsports
[3] https://omaha.com/sports/college/baseball/live-updates-college-world-series-june-19/article_250e7684-ef7b-11ec-b3a2-37d1e97f2510.html?utm_medium=social&utm_source=twitter_OWHcws
[3] https://omaha.com/sports/college/baseball/live-updates-college-world-series-june-20/article_9f684062-ef7c-11ec-9af3-8b72b0b5511a.html?utm_medium=social&utm_source=twitter_OWHcws
[3] https://www.southbendtribune.com/story/sports/2022/06/21/notre-dame-texas-college-world-series-2022-live-baseball-scores/7685627001/
[2] https://omny.fm/shows/mcelroy-and-cubelic-in-the-morning/6-21-mcelroy-cubelic-in-the-morning-hour-1-cws-rec
[2] http://www.asapsports.com/show_event.php?event_id=177541&category=2&date=2022-6-18&title=2022+COLLEGE+WORLD+SERIES
[2] http://www.asapsports.com/show_event.php?event_id=177567&category=2&date=2022-6-19&title=2022+COLLEGE+WORLD+SERIES

Top URLs in Tweet in G4:
[4] https://www.etsy.com/shop/callenspanoramas
[2] https://danholke.tumblr.com/post/6771467615/waiting-out-the-high-winds-and-rain-at-td
[2] https://triblive.com/sports/dylan-delucia-shuts-out-arkansas-sends-rebels-to-1st-cws-finals/
[1] https://cdfl.com/manning-center-add-and-reno
[1] https://twitter.com/CreightonBAT/status/1541162544810696704
[1] https://twitter.com/nellyd15/status/1541461256435113991
[1] https://www.wcbi.com/ole-miss-fans-flood-the-grove-to-welcome-cws-champion-rebels/
[1] https://www.instagram.com/accounts/login/?next=/p/CfU6wJUs7t7/
[1] https://www.instagram.com/accounts/login/?next=/p/CfRXvlLuC37/
[1] https://twitter.com/NickESPN590/status/1541496554720313346

Top URLs in Tweet in G5:
[10] https://247sports.com/college/ole-miss/Article/Ole-Miss-will-send-lefty-John-Gaddis-to-the-mound-tonight-versus-Arkansas-189063760/
[6] https://247sports.com/college/ole-miss/Article/Ole-Miss-Rebels-column-CWS-College-World-Series-beats-Oklahoma-Sooners-Omaha-10-3-189244049/
[6] https://247sports.com/college/ole-miss/LongFormArticle/Ole-Miss-Rebels-baseball-2022-College-World-Series-Omaha-Oklahoma-Sooners-score-recap-189258251/
[5] https://247sports.com/college/ole-miss/LongFormArticle/Ole-Miss-Rebels-Arkansas-Razorbacks-College-World-Series-recap-189132766/
[5] https://247sports.com/college/ole-miss/Article/Mason-Nichols-Ole-Miss-baseball-College-World-Series-National-Championship-series-game-one-Oklahoma-Sooners-189244824/
[4] https://247sports.com/college/ole-miss/Article/Ole-Miss-baseball-National-Championship-College-World-Series-player-reactions-189276303/
[4] https://247sports.com/college/ole-miss/Article/Column-Random-thoughts-on-these-surprising-Ole-Miss-Rebels-189105496/
[4] https://247sports.com/college/ole-miss/Article/Mike-Bianco-Ole-Miss-baseball-College-World-Series-National-Championship-press-conference-189190495/
[4] https://247sports.com/college/ole-miss/Article/CWS-Finals-Ole-Miss-Rebels-releases-hype-video-ahead-of-tonights-game-with-Oklahoma-Sooners-189214528/
[4] https://247sports.com/college/ole-miss/Article/Ole-Miss-Rebels-Baseball-National-Champions-return-home-afternoon-189291892/

Top URLs in Tweet in G6:
[1] https://www.thefranchiseok.com/
[1] https://www.news9.com/story/62b52dc5fadcf807204e3cd8/poll:-race-for-2nd-tightens-in-oklahomas-us-senate-race
[1] https://twitter.com/JoshMCallaway/status/1540096239789920258
[1] https://www.si.com/college/oklahoma/baseball/column-oklahoma-wasnt-sharp-and-ole-miss-made-the-sooners-pay
[1] https://twitter.com/bucnrob4/status/1539046778867052545
[1] https://twitter.com/OU_Baseball/status/1539661999067594752
[1] https://twitter.com/bucnrob4/status/1538721664514437121
[1] https://thesportsontap.com/2022/06/23/outfield-assist/?utm_source=twitter&utm_campaign=outfield+assist&utm_id=squints
[1] https://twitter.com/espn/status/1539713896252116994
[1] https://twitter.com/grimlockou/status/1539714190570577924

Top URLs in Tweet in G7:
[1] https://twitter.com/dominic_k9/status/1541139365455347712
[1] https://twitter.com/OleMissBSB/status/1539078927779504128
[1] https://twitter.com/TreyMongrue/status/1540096114883530757
[1] https://twitter.com/OleMissBSB/status/1540096080368599040
[1] https://theathletic.com/3380325/2022/06/24/cade-horton-mlb-draft-oklahoma-college-world-series/?source=emp_shared_article

Top URLs in Tweet in G8:
[5] https://harponsports.com/college-world-series-wanderlust/
[4] https://www.youtube.com/watch?v=Mtsy2DLJLSg&feature=youtu.be

[4] https://247sports.com/college/arkansas/Article/How-to-watch-Arkansas-Auburn-baseball-College-World-Series-188960578/
[3] https://247sports.com/college/arkansas/Article/How-to-watch-Arkansas-Ole-Miss-baseball-College-World-Series-189061633/
[3] https://247sports.com/college/arkansas/LongFormArticle/College-World-Series-2022-Arkansas-looks-forward-to-winner-take-all-game-against-Ole-Miss-189109333/
[3] https://247sports.com/college/arkansas/Article/College-World-Series-Arkansas-Brady-Slavens-hits-longest-recorded-HR-in-CWS-history-189098639/
[2] https://www.redzonetickets.com/4749649/2022-NCAA-Baseball-College-World-Series-Finals-Game-2-Time-TBD
[2] https://www.redzonetickets.com/Venues/Td-Ameritrade-Park-Parking-Lots
[2] https://www.youtube.com/watch?v=KsSVU7v82ws&feature=youtu.be

[2] https://twitter.com/cwsshotboard/status/1538715544383258625

Top URLs in Tweet in G9:
[8] https://www.3up3downsports.com/
[2] https://twitter.com/jpsolomon00/status/1541404496152219656
[2] https://www.commercialappeal.com/story/sports/college/ole-miss/2022/06/24/watch-ole-miss-oklahoma-baseball-tv-channel-livestream-cws-finals/7718025001/
[1] https://twitter.com/OleMissBSB/status/1539771003290718210
[1] https://twitter.com/SEC/status/1538998847862620161
[1] https://twitter.com/lugiagirl221/status/1540873637330403331
[1] https://www.commercialappeal.com/story/sports/college/ole-miss/2022/06/29/ole-miss-baseball-bus-during-college-world-series-championship-parade/7773350001/
[1] https://www.commercialappeal.com/story/sports/college/2022/06/23/arkansas-dave-van-horn-criticizes-umpire-during-tv-interview-cws/7716752001/
[1] https://www.commercialappeal.com/story/sports/college/ole-miss/2022/06/23/ole-miss-baseball-college-world-series-championship-advance-dylan-delucia/7713914001/
[1] https://www.commercialappeal.com/story/sports/college/ole-miss/2022/06/23/lane-kiffin-narrates-end-dylan-delucia-masterpiece-ole-miss-baseball/7705422001/

Top URLs in Tweet in G10:
[5] https://prolineupcards.com/
[2] https://photos.whiteandbluereview.com/p363788058/hA911DA8
[1] https://www.offutt.af.mil/News/Article/3075581/vcsaf-leads-air-force-75th-anniversary-celebration-at-college-world-series/
[1] https://www.3newsnow.com/sports/college-world-series/its-been-crazy-omaha-jello-shot-challenge-becomes-phenomenon-raises-tens-of-thousands-of-dollars
[1] https://www.3newsnow.com/news/local-news/ole-miss-baseball-team-visits-omaha-home-for-boys
[1] https://www.3newsnow.com/sports/college-world-series/heat-in-omaha-doesnt-stop-cws-fans-what-to-do-if-you-experience-heat-exhaustion-at-a-game
[1] https://www.3newsnow.com/sports/college-world-series/college-baseball-intent-on-increasing-black-players-coaches
[1] https://www.3newsnow.com/sports/college-world-series/mississippi-wins-first-cws-title-sweeping-oklahoma
[1] https://www.3newsnow.com/sports/college-world-series/roccos-jell-o-shot-challenge-comes-to-a-close
[1] https://www.3newsnow.com/news/local-news/3-news-now-meteorologist-caitlin-connell-offers-tips-to-beat-the-heat-during-cws

Top Domains
Top Domains in Tweet in Entire Graph:
[330] twitter.com
[148] 247sports.com
[124] clarionledger.com
[67] omaha.com
[40] youtube.com
[40] swtimes.com
[36] instagram.com
[34] si.com
[34] asapsports.com
[32] commercialappeal.com

Top Domains in Tweet in G1:
[100] twitter.com
[28] montgomeryadvertiser.com
[25] instagram.com
[14] gadsdentimes.com
[4] youtube.com
[4] 4029tv.com
[3] tiktok.com
[3] si.com
[3] espn.com
[2] wvtm13.com

Top Domains in Tweet in G2:
[14] twitter.com

Top Domains in Tweet in G3:
[63] omaha.com
[34] asapsports.com
[13] twitter.com
[8] omny.fm
[8] southbendtribune.com
[7] jettip.net
[4] indystar.com
[2] instagram.com
[2] dan.com
[2] sfchronicle.com

Top Domains in Tweet in G4:
[31] twitter.com
[4] etsy.com
[3] instagram.com
[2] tumblr.com
[2] triblive.com
[1] cdfl.com
[1] wcbi.com
[1] art19.com
[1] omny.fm
[1] ncaa.com

Top Domains in Tweet in G5:
[133] 247sports.com
[29] si.com
[22] commercialappeal.com
[15] twitter.com
[8] on3.com
[3] 977espn.com
[2] barstoolsports.com
[1] goo.gl
[1] news-journalonline.com

Top Domains in Tweet in G6:
[7] twitter.com
[1] thefranchiseok.com
[1] news9.com
[1] si.com
[1] thesportsontap.com

Top Domains in Tweet in G7:
[4] twitter.com
[1] theathletic.com

Top Domains in Tweet in G8:
[13] 247sports.com
[11] twitter.com
[7] youtube.com
[5] harponsports.com
[4] redzonetickets.com
[1] nwahomepage.com
[1] arkansasonline.com
[1] usatoday.com
[1] untappd.com
[1] staradvertiser.com

Top Domains in Tweet in G9:
[10] commercialappeal.com
[8] 3up3downsports.com
[6] twitter.com
[1] instagram.com
[1] 247sports.com

Top Domains in Tweet in G10:
[11] 3newsnow.com
[5] prolineupcards.com
[5] twitter.com
[2] whiteandbluereview.com
[1] af.mil

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[6183] cws
[563] hottytoddy
[491] olemiss
[316] cws2022
[305] omaha
[304] wps
[290] mcws
[221] cwsomaha
[214] sec
[198] collegeworldseries



Top Hashtags in Tweet in G1:
[1585] cws
[97] wps
[94] olemiss
[83] mcws
[76] cws2022
[67] omaha
[64] hottytoddy
[59] cwsomaha
[55] collegeworldseries
[44] wareagle

Top Hashtags in Tweet in G2:
[449] cws
[5] hoddytoddy
[3] oklahomaha
[2] collegeworldseries
[2] cws2022
[2] wareagle
[1] olemiss
[1] ou
[1] sooners
[1] wde

Top Hashtags in Tweet in G3:
[511] cws
[63] cws2022
[44] mcws
[36] collegeworldseries
[24] cwsomaha
[22] omaha
[21] wareagle
[17] gigem
[10] ncaabaseball
[9] olemiss

Top Hashtags in Tweet in G4:
[498] cws
[55] hottytoddy
[54] olemiss
[36] hydr
[35] olemaha
[32] cws2022
[31] mcws
[15] cwsomaha
[14] omaha
[14] huskers

Top Hashtags in Tweet in G5:
[528] cws
[230] olemiss
[191] hottytoddy
[73] omaha
[31] hydr
[22] olemaha
[22] mcws
[18] sec
[17] rebsbsb
[16] cws2022

Top Hashtags in Tweet in G6:
[359] cws
[69] oklahomaha
[16] sooners
[15] collegeworldseries
[13] boomersooner
[9] cws2022
[8] boomer
[6] mcws
[6] cwsomaha
[5] ou

Top Hashtags in Tweet in G7:
[40] cws
[13] olemiss
[12] mcws
[10] cwsomaha
[10] hottytoddy
[8] rebels
[8] olemaha
[5] oklahoma
[5] cws2022
[3] sooners

Top Hashtags in Tweet in G8:
[304] cws
[63] wps
[40] omahogs
[33] arkansas
[32] razorbacks
[30] growthegame
[20] cwsomaha
[18] omaha
[18] cws2022
[13] sec

Top Hashtags in Tweet in G9:
[236] cws
[30] hottytoddy
[14] cws2022
[12] gigem
[12] mcws
[11] sec
[11] aggiebaseball
[7] baseball
[5] omaha
[5] tailgate

Top Hashtags in Tweet in G10:
[128] cws
[40] omaha
[36] cwsomaha
[32] mcws
[25] baseball
[25] ncaabaseball
[24] aerial
[24] helicopter
[15] cws2022
[10] stadium

Top Words
Top Words in Tweet in Entire Graph:
[6174] #cws
[1234] game
[1208] miss
[1157] ole
[1146] baseball
[962] series
[946] college
[836] world
[789] omaha
[678] oklahoma

Top Words in Tweet in G1:
[1585] #cws
[219] miss
[213] ole
[199] game
[155] baseball
[135] back
[134] college
[111] series
[108] arkansas
[107] world

Top Words in Tweet in G2:
[499] redditcfb
[449] #cws
[380] team
[244] oklahoma
[233] first
[209] baseball
[205] semifinals
[205] looking
[205] unstoppable
[205] lately

Top Words in Tweet in G3:
[509] #cws
[110] miss
[104] game
[99] auburnbaseball
[92] st
[79] auburn
[75] ole
[72] omaha
[68] aggiebaseball
[68] texas

Top Words in Tweet in G4:
[498] #cws
[199] olemissbsb
[64] game
[55] #hottytoddy
[54] #olemiss
[53] baseball
[51] miss
[50] ole
[46] omaha
[39] first

Top Words in Tweet in G5:
[528] #cws
[235] ole
[230] #olemiss
[227] miss
[191] #hottytoddy
[145] game
[140] national
[119] 247sports
[106] omaha
[101] barstoolmintzy

Top Words in Tweet in G6:
[359] #cws
[178] ou_baseball
[108] game
[80] qb1tatt00
[74] oubarstool
[73] hey
[73] anyone
[73] missing
[69] #oklahomaha
[63] soonertracker

Top Words in Tweet in G7:
[268] omaha
[266] nebraska
[266] college
[266] baseball
[266] world
[266] series
[265] watch
[264] hello
[264] took
[264] pic

Top Words in Tweet in G8:
[304] #cws
[98] hogs
[95] razorbackbsb
[86] game
[75] over
[72] arkansas
[63] #wps
[63] ole
[57] miss
[55] tonight

Top Words in Tweet in G9:
[236] #cws
[141] peterburnsespn
[120] game
[111] one
[108] seen
[108] dylan
[107] best
[105] games
[104] incredible
[103] delucia

Top Words in Tweet in G10:
[129] #cws
[40] #omaha
[36] #cwsomaha
[32] #mcws
[29] bradwphoto
[26] series
[26] omaha_scanner
[25] game
[25] #baseball
[25] #ncaabaseball

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1132] ole,miss
[820] world,series
[531] college,world
[357] college,baseball
[344] series,finals
[291] baseball,world
[288] omaha,nebraska
[288] watch,college
[285] hello,omaha
[285] nebraska,took

Top Word Pairs in Tweet in G1:
[211] ole,miss
[101] world,series
[97] college,world
[59] back,back
[49] #wps,#cws
[36] #cws,#cws2022
[35] #cws,#omaha
[31] #cws,#mcws
[30] game,#cws
[28] #mcws,#cws

Top Word Pairs in Tweet in G2:
[208] first,team
[205] oklahoma,baseball
[205] baseball,first
[205] team,#cws
[205] #cws,semifinals
[205] semifinals,looking
[205] looking,unstoppable
[205] unstoppable,lately
[205] lately,possible
[204] redditcfb,oklahoma

Top Word Pairs in Tweet in G3:
[75] ole,miss
[39] tim,hudson
[35] ncaacws,watching
[35] watching,auburnbaseball
[35] auburnbaseball,man
[35] man,coachbrucepearl
[35] coachbrucepearl,auburn
[35] auburn,legend
[35] legend,tim
[35] hudson,good

Top Word Pairs in Tweet in G4:
[49] ole,miss
[32] olemissbsb,#cws
[19] #olemiss,#cws
[19] #hottytoddy,#cws
[19] #hydr,#cws
[17] omaha,oxford
[17] college,baseball
[17] world,series
[17] back,back
[16] olemissbsb,dominates

Top Word Pairs in Tweet in G5:
[222] ole,miss
[115] #hottytoddy,#cws
[107] 247sports,#olemiss
[90] #olemiss,#hottytoddy
[66] #cws,#omaha
[54] national,championship
[53] world,series
[48] college,world
[36] mike,bianco
[35] barstoolmintzy,ole

Top Word Pairs in Tweet in G6:
[76] ou_baseball,#cws
[73] hey,oubarstool
[73] oubarstool,anyone
[73] anyone,missing
[73] missing,#cws
[72] qb1tatt00,hey
[47] onto,next
[47] next,sooners
[47] sooners,ou_baseball
[46] maruccisports,onto

Top Word Pairs in Tweet in G7:
[266] world,series
[264] hello,omaha
[264] omaha,nebraska
[264] nebraska,took
[264] took,pic
[264] pic,space_station
[264] space_station,ready
[264] ready,watch
[264] watch,college
[264] college,baseball

Top Word Pairs in Tweet in G8:
[57] ole,miss
[35] razorbackbsb,#cws
[31] over,stanford
[29] hogs,over
[27] #arkansas,#razorbacks
[27] last,three
[27] three,score
[27] score,prediction
[27] prediction,#cws
[27] #cws,arkansas

Top Word Pairs in Tweet in G9:
[104] one,best
[103] incredible,dylan
[103] dylan,delucia
[103] delucia,threw
[103] threw,one
[103] best,games
[103] games,seen
[103] seen,#cws
[103] #cws,complete
[103] complete,game

Top Word Pairs in Tweet in G10:
[24] #aerial,#helicopter
[22] #mcws,#ncaabaseball
[22] #ncaabaseball,#cwsomaha
[20] world,series
[17] #cws,#omaha
[16] well,explains
[16] explains,many
[16] many,people
[16] people,passed
[16] passed,#cws

Top Replied-To
Top Replied-To in Entire Graph:
@espn
@ncaabaseball
@ou_baseball
@olemissbsb
@peterburnsespn
@realbenmcdonald
@razorbackbsb
@ndbaseball
@cwsshotboard
@kp_omaha

Top Replied-To in G1:
@wthelmets

Top Replied-To in G2:
@careyamurdock

Top Replied-To in G3:
@ncaabaseball
@ndbaseball
@texasbaseball
@aggiebaseball
@auburnbaseball
@bigmama
@swayze_crazybsb
@cuatronelson
@espnpr
@jondsmith0812

Top Replied-To in G4:
@olemissbsb
@realbenmcdonald
@ncaabsb
@ncaabaseball
@googsmc
@dylan_delucia22
@kp_omaha
@ejames9029
@chessabouche
@soonersower

Top Replied-To in G5:
@barstoolcarl
@keithcarterom
@stoolpresidente
@barstoolmintzy
@espn
@barstoololemiss
@mikdup_8
@meganmakinmoney
@omspiriton3
@tylerjordan

Top Replied-To in G6:
@ou_baseball
@bucky_buckles
@espn
@trowou
@espnradio

Top Replied-To in G8:
@razorbackbsb
@olemissbsb
@ncaabaseball
@__robertmoore_
@redlick83
@ou_baseball
@pigtrailnation
@razorbackcomms

Top Replied-To in G9:
@peterburnsespn
@rebelinc
@cjogara
@mikemur87685043
@sec

Top Replied-To in G10:
@sarkseason2
@michaelschwab13
@gigsandswigs
@texasfight22
@williamlies247
@kiliman19
@secnetwork
@charlesschwabfo
@cwsomaha

Top Mentioned
Top Mentioned in Entire Graph:
@redditcfb
@olemissbsb
@space_station
@astro_kimbrough
@ou_baseball
@peterburnsespn
@razorbackbsb
@ncaabaseball
@247sports
@auburnbaseball

Top Mentioned in G1:
@ajthemack1
@bigeastbasehq
@garywce

Top Mentioned in G2:
@redditcfb
@cfbhome
@dryfitvenables
@charlesppierce
@espndari
@eddie_rado
@dbearmanespn
@auburnbaseball
@wetalksportgood
@therebelwalk

Top Mentioned in G3:
@auburnbaseball
@olemissbsb
@aggiebaseball
@ncaabaseball
@texasbaseball
@coachbrucepearl
@coachgusmalzahn
@ndbaseball
@ou_baseball

Top Mentioned in G4:
@olemissbsb
@olemisssports
@cdflsports
@creightonbat
@am590espnradio
@ou_baseball
@ncaabaseball
@dsports24
@jakegonzalez717
@kp_omaha

Top Mentioned in G5:
@247sports
@barstoolmintzy
@rebels247
@thegrovereport
@olemissink
@olemissbsb
@dylan_delucia22
@coachmikebianco
@timelko
@s_head18

Top Mentioned in G6:
@ou_baseball
@qb1tatt00
@oubarstool
@soonertracker
@t_schwalbach5
@maruccisports
@t_maples
@peytongraham6
@espndari
@redditcfb

Top Mentioned in G7:
@space_station
@astro_kimbrough
@nwsomaha
@olemissbsb
@redditcfb
@peterburnsespn
@dailymlbtweets
@pulhitzherprize
@vukgripz
@ncaabaseball

Top Mentioned in G8:
@razorbackbsb
@jacobscottdavis
@olemissbsb
@treybiddy
@ou_baseball
@willmoclairtv
@pigtrailnation
@karbachrrc
@bcbaseballtoday
@spittinseeds247

Top Mentioned in G9:
@peterburnsespn
@sec
@olemissbsb
@ncaa
@pflat2
@aualumniassoc
@redditcfb
@razorbackbsb
@3up3downsports
@memphisnews

Top Mentioned in G10:
@bradwphoto
@omaha_scanner
@cwsomaha
@ncaabaseball
@omahapolice
@charlesschwabfo
@astro_kimbrough
@space_station
@3newsnowomaha
@paceomaha

Top Tweeters
Top Tweeters in Entire Graph:
@dogandwinelover
@sarah052794
@moonbootica
@vinaco21
@inclekonic_mai
@all435reps
@karrasamelia5
@cherryzenz
@sliipless
@elizbethlmaness

Top Tweeters in G1:
@kingfitch_h19
@wvtm13
@isthisshiton
@themaverick21
@dabitty
@nkotbgal21
@coyotesavs12
@jortega95
@ahaf21
@thefakened

Top Tweeters in G2:
@skywaker9
@cowlonfull
@catorano
@klhoughton
@dude4one
@valleyshook
@kevinoncfb
@zmullis
@slpettis
@smoke3x

Top Tweeters in G3:
@hereiam65094900
@bluntstatement
@davidbr33david
@spann
@chrisgb002000
@sfchronicle
@nfl
@indystarsports
@owhnews
@veronic09155606

Top Tweeters in G4:
@clayphillips27
@kjon1234561234
@studley
@wmcactionnews5
@recruitlouisian
@tribsports
@ofertasvips
@vegasrebs
@jdandturkelton
@dm_shirley

Top Tweeters in G5:
@forbesorfox13
@petersthoughts
@jmrichey81
@drewd977espn
@gratefulkeg
@shenery2
@briangriffiths
@247sports
@joshmasterson21
@jacobda96732766

Top Tweeters in G6:
@knight_rene
@okhsscores
@wpj4
@mwhelchel7
@twicethemf
@aj_moreno
@jhale24
@news9
@adamgordon1977
@soonerdreams

Top Tweeters in G7:
@dogandwinelover
@sarah052794
@moonbootica
@jeremypmurphy
@dmspinharney
@cheetahpony10
@theseventhbrat
@mikezeigle
@soundmomo
@carolynkeener54

Top Tweeters in G8:
@deaamericana
@usatodaysports
@sissy1287
@mlb
@staradvertiser
@pittsburgh96552
@knwafox24
@hockeycop
@rossfondren
@breyden_clark1

Top Tweeters in G9:
@v2aggie2
@lisasimpson24
@aggiedave
@toppreps
@khsportsfan
@ghostofqc44
@evansdonnell
@memphisnews
@black_ice95
@ralph_seegobin

Top Tweeters in G10:
@karrasamelia5
@girlhusker84
@magic_mahomes
@goldwing98
@michaelschwab13
@3newsnowomaha
@bravesashland
@texags
@coatman1
@d1baseball