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College World Series Twitter NodeXL SNA Map and Report for Wednesday, 19 June 2019 at 19:09 UTC (experimental version)
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From:
jeremyhl
Uploaded on:
June 19, 2019
Short Description:
College World Series via NodeXL http://bit.ly/2Y0mHXw
@umichbaseball
@ncaacws
@auburnbaseball
@fsubaseball
@razorbackbsb
@hailstatebb
@mlb
@adamsparks
@tennessean
@realbenmcdonald

Top hashtags:
#cws
#goblue
#fsu
#mlbinomaha
#cws2019
#noles
#hailstate
#wareagle

Description:
Description
The graph represents a network of 12,986 Twitter users whose recent tweets contained "College World Series", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Wednesday, 19 June 2019 at 19:55 UTC.

The tweets in the network were tweeted over the 5-day, 22-hour, 6-minute period from Thursday, 13 June 2019 at 21:02 UTC to Wednesday, 19 June 2019 at 19:09 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 : 12986
Unique Edges : 20230
Edges With Duplicates : 7043
Total Edges : 27273
Self-Loops : 4600
Reciprocated Vertex Pair Ratio : 0.0156645815023523
Reciprocated Edge Ratio : 0.0308459737351115
Connected Components : 2521
Single-Vertex Connected Components : 1756
Maximum Vertices in a Connected Component : 8806
Maximum Edges in a Connected Component : 22308
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.534619
Graph Density : 0.000116508279020427
Modularity : 0.615765
NodeXL Version : 1.0.1.413

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[158] https://www.primesport.com/d/ncaa-mens-college-world-series
[85] https://arkansasrazorbacks.com/
[84] https://www.tennessean.com/story/sports/college/vanderbilt/2019/06/15/college-world-series-vandy-whistler-vanderbilt-baseball-omaha/1409652001/
[73] https://arkansasrazorbacks.com/ncaabaseball/
[56] https://www.tallahassee.com/story/sports/college/fsu/baseball/2019/06/17/updates-florida-state-takes-michigan-college-world-series/1478382001/
[54] https://www.tennessean.com/story/sports/college/vanderbilt/2019/06/16/vanderbilt-louisville-baseball-live-score-updates-college-world-series-2019/1416531001/
[32] https://www.tennessean.com/story/sports/college/vanderbilt/2019/06/18/vanderbilt-whistler-college-world-series-ejected/1489671001/
[29] https://www.omaha.com/sports/cws/live-updates-college-world-series-june/article_8ea8d060-f51d-5e51-9162-720c68bb0feb.html
[28] https://www.freep.com/story/sports/college/university-michigan/wolverines/2019/06/15/college-world-series-michigan-baseball-texas-tech/1467011001/
[26] https://www.tallahassee.com/story/sports/college/fsu/baseball/2019/06/15/florida-state-wins-college-world-series-opener-against-no-5-arkansas/1403436001/

Top URLs in Tweet in G1:
[24] https://www.detroitnews.com/story/sports/college/university-michigan/2019/06/17/oh-henry-michigan-shuts-out-florida-state-college-world-series/1476522001/
[23] https://www.ncaa.com/video/baseball/2019-06-14/cws-college-world-series-michigan-team-153
[22] https://www.freep.com/story/sports/college/university-michigan/wolverines/2019/06/15/college-world-series-michigan-baseball-texas-tech/1467011001/
[19] https://www.baseballamerica.com/stories/2019-college-world-series-best-tools/
[18] https://www.freep.com/story/sports/college/university-michigan/wolverines/2019/06/15/michigan-baseball-college-world-series-erik-bakich-bo-schembechler/1468517001/
[16] https://www.freep.com/story/sports/college/university-michigan/wolverines/2019/06/17/michigan-baseball-florida-state-college-world-series/1475547001/
[15] https://trib.al/3grXrrG
[14] https://www.freep.com/story/sports/2019/06/14/michigan-baseball-college-world-series-texas-tech/1450098001/
[12] https://www.maizenbrew.com/2019/6/15/18680335/michigan-tops-texas-tech-in-game-one-of-college-world-series?utm_campaign=maizenbrew&utm_content=chorus&utm_medium=social&utm_source=twitter
[11] https://www.freep.com/story/sports/college/university-michigan/wolverines/2019/06/17/college-world-series-michigan-baseball-florida-state/1475770001/

Top URLs in Tweet in G2:
[17] https://www.ncaa.com/
[9] https://www.tennessean.com/story/sports/college/vanderbilt/2019/06/15/college-world-series-vandy-whistler-vanderbilt-baseball-omaha/1409652001/
[8] http://www.espn.com/college-sports/baseball/cws/story/_/id/26685476/college-world-series-previewing-all-8-teams-key-players-more?utm_source=dlvr.it&utm_medium=twitter
[6] https://www.nytimes.com/aponline/2019/06/14/sports/baseball/ap-bbc-college-world-series-preview.html?partner=IFTTT
[6] https://www.tallahassee.com/story/sports/college/fsu/baseball/2019/06/15/florida-state-wins-college-world-series-opener-against-no-5-arkansas/1403436001/
[6] https://www.freep.com/story/sports/college/university-michigan/wolverines/2019/06/17/michigan-baseball-florida-state-college-world-series/1475547001/
[6] http://grandmastreams.live/yt3.html
[5] https://www.espn.com/college-sports/baseball/cws/story/_/id/26685476/college-world-series-previewing-all-8-teams-key-players-more
[5] https://www.sbnation.com/2019/6/15/18677761/college-baseball-world-series-2019-championship-matchups-ranked?utm_source=dlvr.it&utm_medium=twitter
[5] http://www.mlive.com/

Top URLs in Tweet in G3:
[61] https://www.tennessean.com/story/sports/college/vanderbilt/2019/06/15/college-world-series-vandy-whistler-vanderbilt-baseball-omaha/1409652001/
[51] https://www.tennessean.com/story/sports/college/vanderbilt/2019/06/16/vanderbilt-louisville-baseball-live-score-updates-college-world-series-2019/1416531001/
[50] https://www.tallahassee.com/story/sports/college/fsu/baseball/2019/06/17/updates-florida-state-takes-michigan-college-world-series/1478382001/
[24] https://www.tennessean.com/story/sports/college/vanderbilt/2019/06/18/vanderbilt-whistler-college-world-series-ejected/1489671001/
[23] https://www.omaha.com/sports/cws/live-updates-college-world-series-june/article_8ea8d060-f51d-5e51-9162-720c68bb0feb.html
[16] https://www.tallahassee.com/story/sports/college/fsu/baseball/2019/06/15/florida-state-wins-college-world-series-opener-against-no-5-arkansas/1403436001/
[15] https://twitter.com/hailstatebb/status/1139631455708078080
[14] https://www.tennessean.com/story/sports/college/vanderbilt/2019/06/17/college-world-series-vanderbilt-baseball-austin-martin/1474937001/
[12] https://www.tennessean.com/story/sports/2019/06/18/vanderbilt-baseball-mississippi-state-postponed-college-world-series/1492372001/
[10] https://www.tennessean.com/story/sports/college/vanderbilt/2019/06/14/college-world-series-vanderbilt-baseball-louisville-drake-fellows/1405061001/

Top URLs in Tweet in G4:
[10] https://www.ncaa.com/video/baseball/2019-06-17/cws-college-world-series-auburn-judd-ward-feature
[8] https://247sports.com/college/auburn/Article/Former-Auburn-baseball-assistant-Doug-Sisson-sees-a-lot-to-like-from-this-group-of-Tigers--132881279/
[8] https://www.montgomeryadvertiser.com/story/sports/college/auburn/2019/06/14/former-auburn-players-tim-hudson-david-ross-proud-auburn-back-college-world-series-1997-hal-baird/1451734001/
[8] https://i.imgur.com/FWHCTY8.jpg
[8] http://www.espn.com/watch?id=399a8f72-d7cb-476d-9bb3-b87772fc1141
[8] https://www.ncaa.com/news/baseball/article/2019-06-16/college-world-series-bracket-schedule-scores-through-2019-ncaa
[7] https://auburnuniforms.com/2019/06/13/auburn-cws-history/
[7] https://247sports.com/college/auburn/Article/Auburn-drops-heartbreaker-5-4-to-Mississippi-State-in-CWS-opener-132915842/
[6] https://247sports.com/college/auburn/Article/Auburn-suffered-a-very-tough-loss-in-its-opening-game-at-the-College-Baseball-World-Series-132925749/
[5] https://www.oanow.com/gallery/sports/photos-auburn-baseball-s-saturday-practice-at-the-college-world/collection_1760c686-8fcf-11e9-a444-274849689b17.html#utm_campaign=blox&utm_source=twitter&utm_medium=social

Top URLs in Tweet in G5:
[155] https://www.primesport.com/d/ncaa-mens-college-world-series
[83] https://arkansasrazorbacks.com/
[72] https://arkansasrazorbacks.com/ncaabaseball/
[10] https://katv.com/sports/hog-central/web-extra-phil-elson-talks-arkansas-new-path-at-the-college-world-series
[8] https://arkansas.rivals.com/news/how-to-watch-arkansas-vs-texas-tech-college-world-series-
[7] https://247sports.com/college/arkansas/Article/2019-College-World-Series-Bracket-schedule-scores-how-to-watch-132760797/
[5] https://www.saturdaydownsouth.com/arkansas-football/college-world-series-schedule-monday-june-17-2019/
[5] https://247sports.com/college/arkansas/Article/how-to-watch-Arkansas-Florida-State-132881440/
[5] https://arkansas.rivals.com/news/how-to-watch-arkansas-vs-florida-state-college-world-series
[5] https://14powers.com/sec-baseball/2019-ncaa-college-baseball-world-series-preview/

Top URLs in Tweet in G6:
[15] https://floridastate.rivals.com/news/florida-state-arkansas-cws
[8] https://247sports.com/college/florida-state/Article/Live-College-World-Series-Updates-Florida-State-Seminoles-Baseball-vs-Arkansas-Razorbacks-132885001/
[6] https://www.nolegameday.com/college-world-series-preview-texas-tech-vs-fsu/amp/?__twitter_impression=true
[5] https://247sports.com/college/florida-state/Gallery/Photo-Gallery-FSU-vs-Arkansas-at-the-College-World-Series-132903083/
[5] https://floridastate.forums.rivals.com/threads/final-michigan-2-fsu-0-college-world-series.256942/
[5] https://twitter.com/FSUBaseball/status/1140028025398079489
[4] https://247sports.com/college/florida-state/Article/FSU-Baseball-head-coach-Mike-Martin-Sr-on-Michigan-Wolverines-head-coach-Erik-Bakich-at-the-College-World-Series-132912325/
[4] https://247sports.com/college/florida-state/Board/36/Contents/College-World-Series-Live-Updates-Florida-State-Seminoles-Baseball-vs-Michigan-Wolverines-Baseball-132933472/
[4] http://www.statbroadcast.com/events/statmonitr.php?gid=fsu
[3] https://247sports.com/college/florida-state/Article/Wide-ranging-QA-with-Mikr-Martin-Sr-and-fellow-College-World-Series-bracket-coaches-132875670/

Top URLs in Tweet in G7:
[10] https://twitter.com/FlannyMLB/status/1139373424504123392
[3] https://www.beyondtheboxscore.com/2019/6/16/18679751/mlb-in-omaha-nebraska-royals-tigers-college-world-series-nicky-lopez?utm_campaign=beyondtheboxscore&utm_content=chorus&utm_medium=social&utm_source=twitter
[2] https://ticketexpress.com/Events/1502248/College-World-Series-Game-9-Tickets?utm_source=TT&utm_medium=061719&utm_campaign=CWS&utm_term=Game9
[1] https://www.1070thefan.com/blogs/dan-dakich-show/college-world-series-will-narrow-down-final-four-teams-weekend-karl-ravech
[1] https://ticketexpress.com/College-World-Series-Tickets?utm_source=FB&utm_medium=PP_061519&utm_campaign=CWS&utm_term=GameDay
[1] https://ticketexpress.com/Events/1492847/College-World-Series-Tickets?utm_source=TT&utm_medium=061519&utm_campaign=CWS&utm_term=Michigan
[1] https://ticketexpress.com/Events/1499452/College-World-Series-Game-5-Tickets?utm_source=FB&utm_medium=061719&utm_campaign=CWS&utm_term=Game5
[1] https://www.tennessean.com/story/sports/college/vanderbilt/2019/06/15/college-world-series-vandy-whistler-vanderbilt-baseball-omaha/1409652001/
[1] https://ktxs.com/sports/college-sports/cooper-coach-excited-for-caleb-freemans-future-in-mlb
[1] https://www.youtube.com/watch?v=SKagjRDvEEY


Top URLs in Tweet in G8:
[6] http://www.stakingtheplains.com/2019/06/14/preview-college-world-series-bracket-1-thread-texas-tech-michigan-arkansas-florida-state/
[5] https://www.redraideroutfitter.com/college-world-series
[2] https://www.kcbd.com/2019/06/14/no-tech-set-cws-opener-vs-michigan-saturday/
[1] https://www.rock101.fm/?listen-live=true
[1] http://kone.streamon.fm/listen-pl-251?smc=38
[1] http://kone.streamon.fm/listen-pl-255?smc=38
[1] http://kone.streamon.fm/listen-pl-256?smc=38
[1] http://kone.streamon.fm/listen-pl-257?smc=38
[1] https://www.facebook.com/KCBDNewsChannel11/videos/345544406109397?s=100002814974393&v=e&sfns=mo
[1] https://www.facebook.com/petechristykcbd/videos/349296669115253?s=100002814974393&v=e&sfns=mo

Top URLs in Tweet in G9:
[9] https://espnpressroom.com/us/press-releases/2019/06/espn-steps-up-to-the-plate-to-showcase-every-moment-from-the-2019-ncaa-college-world-series/
[4] https://www.ncaa.com/news/baseball/article/2019-06-14/here-are-longest-home-runs-college-world-series-history-we-know
[3] https://www.3newsnow.com/capitol-district-prepares-for-influx-of-people-and-business-during-college-world-series
[2] https://www.espn.com/college-sports/baseball/cws/story/_/id/26685476/college-world-series-previewing-all-8-teams-key-players-more
[2] https://www.3newsnow.com/omahasportsinsider/osi-college-world-series/college-world-series-florida-state-edges-arkansas-in-cws-opening-round
[2] https://www.3newsnow.com/news/local-news/fans-flock-to-bellevue-east-to-watch-college-world-series-practices
[2] https://www.3newsnow.com/sports/rain-delay-at-college-world-series
[2] https://www.wowt.com/content/news/CWS-2019-Those-arent-just-vendors---Were-ambassadors-for-the-College-World-Series-511315571.html
[2] https://www.al.com/auburn/2019/06/an-inside-look-at-the-1st-team-butch-thompson-took-to-a-college-world-series-22-years-ago.html
[1] http://www.espn.com/watch?id=399a8f72-d7cb-476d-9bb3-b87772fc1141

Top URLs in Tweet in G10:
[4] https://www.jsonline.com/story/sports/2019/06/17/kenosha-native-hits-game-winner-college-world-series-thriller/1474749001/

Top Domains
Top Domains in Tweet in Entire Graph:
[374] twitter.com
[297] tennessean.com
[226] 247sports.com
[210] tallahassee.com
[181] freep.com
[160] primesport.com
[159] arkansasrazorbacks.com
[144] ncaa.com
[142] instagram.com
[101] omaha.com

Top Domains in Tweet in G1:
[145] freep.com
[81] detroitnews.com
[76] baseballamerica.com
[66] trib.al
[43] d1baseball.com
[42] twitter.com
[35] ncaa.com
[21] maizenbrew.com
[14] wordpress.com
[14] wxyz.com

Top Domains in Tweet in G2:
[106] instagram.com
[102] twitter.com
[48] ncaa.com
[36] bleacherreport.com
[32] mainebatco.com
[26] espn.com
[26] tennessean.com
[24] mlive.com
[24] freep.com
[20] facebook.com

Top Domains in Tweet in G3:
[242] tennessean.com
[175] tallahassee.com
[78] 247sports.com
[73] omaha.com
[51] twitter.com
[28] clarionledger.com
[17] bleacherreport.com
[14] ncaa.com
[13] wdrb.com
[12] supertalk.fm

Top Domains in Tweet in G4:
[61] oanow.com
[57] 247sports.com
[56] montgomeryadvertiser.com
[37] al.com
[21] twitter.com
[19] ncaa.com
[8] auburntigers.com
[8] imgur.com
[8] espn.com
[7] auburnuniforms.com

Top Domains in Tweet in G5:
[155] primesport.com
[155] arkansasrazorbacks.com
[30] saturdaydownsouth.com
[24] wholehogsports.com
[23] 4029tv.com
[19] 247sports.com
[19] rivals.com
[15] arkansasonline.com
[11] katv.com
[10] twitter.com

Top Domains in Tweet in G6:
[43] 247sports.com
[25] rivals.com
[11] tomahawknation.com
[10] nolegameday.com
[7] twitter.com
[4] statbroadcast.com
[1] ncaa.com

Top Domains in Tweet in G7:
[11] twitter.com
[5] ticketexpress.com
[4] beyondtheboxscore.com
[3] blessyouboys.com
[1] 1070thefan.com
[1] tennessean.com
[1] ktxs.com
[1] youtube.com
[1] mlb.com

Top Domains in Tweet in G8:
[8] kcbd.com
[7] stakingtheplains.com
[5] redraideroutfitter.com
[4] streamon.fm
[2] facebook.com
[2] twitter.com
[2] fox34.com
[2] vivathematadors.com
[1] rock101.fm
[1] forbes.com

Top Domains in Tweet in G9:
[19] 3newsnow.com
[9] espnpressroom.com
[9] espn.com
[5] ncaa.com
[5] twitter.com
[2] instagram.com
[2] wowt.com
[2] al.com
[1] tennessean.com
[1] iheart.com

Top Domains in Tweet in G10:
[4] jsonline.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1181] cws
[849] goblue
[352] fsu
[209] mlbinomaha
[202] cws2019
[149] noles
[144] hailstate
[127] wareagle
[127] collegeworldseries
[113] omahogs



Top Hashtags in Tweet in G1:
[733] goblue
[314] cws
[29] roadtoomaha
[25] cws2019
[20] collegeworldseries
[20] otd
[18] wreckem
[15] fsu
[15] nolemaha
[15] hailstate

Top Hashtags in Tweet in G2:
[146] cws
[57] cws2019
[42] goblue
[36] collegeworldseries
[34] omaha
[27] baseball
[25] sports
[17] ncaa
[17] vandyboys
[15] hailstate

Top Hashtags in Tweet in G3:
[260] fsu
[215] cws
[98] noles
[88] hailstate
[48] vandyboys
[36] omadawgs
[36] cws2019
[32] l1c4
[31] gonoles
[28] nickelblacks

Top Hashtags in Tweet in G4:
[196] cws
[101] wareagle
[25] collegeworldseries
[21] auburn
[15] omaha
[13] cws2019
[12] finalfour
[11] roadtoomaha
[9] sec
[8] cws19

Top Hashtags in Tweet in G5:
[86] omahogs
[76] wps
[30] cws
[18] collegeworldseries
[12] omahogsszn
[11] lowpriceguarantee
[11] woopigsooie
[10] roadtoomaha
[9] goblue
[8] hogs

Top Hashtags in Tweet in G6:
[46] fsu
[42] noles
[19] cws
[14] onelastrun
[3] throwbackthursday
[2] nolemaha
[1] wps
[1] roadtoomaha
[1] pnjsports
[1] michigan

Top Hashtags in Tweet in G7:
[183] mlbinomaha
[14] mets
[9] cws
[2] goblue
[1] collegeworldseries2019
[1] collegeworldseries
[1] umpirecamera
[1] hailstate
[1] wareagle
[1] usopen

Top Hashtags in Tweet in G8:
[13] texastech
[7] kcbdsports
[7] wreckem
[4] cws
[2] arkansas
[2] 806toomaha
[1] redraiders
[1] goblue
[1] cws2019

Top Hashtags in Tweet in G9:
[48] cws
[12] roadtoomaha
[4] cws2019
[4] throwbackthursday
[3] letsgeaux
[3] omadogs
[2] mlbinomaha
[2] huskers
[2] goblue
[1] monsterbucks

Top Words
Top Words in Tweet in Entire Graph:
[0] Words in Sentiment List#1: Positive
[0] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: (Add your own word list)
[442143] Non-categorized Words
[442143] Total Words
[16409] college
[16180] world
[16094] series
[3215] game
[3048] state

Top Words in Tweet in G1:
[3292] college
[3278] series
[3268] world
[1212] michigan
[1032] 0
[978] #goblue
[889] 2
[758] umichbaseball
[619] game
[605] win

Top Words in Tweet in G2:
[2287] college
[2280] world
[2238] series
[407] baseball
[359] game
[339] omaha
[290] s
[280] michigan
[242] state
[205] 2019

Top Words in Tweet in G3:
[2675] college
[2651] series
[2630] world
[823] state
[710] mississippi
[530] win
[499] omaha
[486] game
[438] first
[408] 1

Top Words in Tweet in G4:
[1831] college
[1809] world
[1809] series
[1206] auburn
[1077] auburnbaseball
[580] state
[580] mississippi
[566] pearl
[536] run
[491] bruce

Top Words in Tweet in G5:
[811] college
[784] world
[783] series
[255] play
[252] hogs
[250] omaha
[249] today
[241] espn
[240] #omahogsszn
[211] razorbackbsb

Top Words in Tweet in G6:
[491] college
[491] world
[491] series
[383] team
[377] florida
[246] win
[245] state
[209] year
[206] simply
[157] final

Top Words in Tweet in G7:
[310] series
[308] college
[308] world
[219] game
[218] first
[204] mlb
[195] home
[183] played
[183] miss
[183] #mlbinomaha

Top Words in Tweet in G8:
[343] series
[338] world
[337] college
[275] tech
[254] texas
[247] arkansas
[219] over
[214] alive
[214] breakdown
[213] lead

Top Words in Tweet in G9:
[220] world
[219] college
[218] series
[63] game
[61] #cws
[59] espn
[57] s
[53] first
[43] omaha
[42] tdameritradeprk

Top Words in Tweet in G10:
[189] college
[189] world
[189] series
[183] watching
[183] always
[183] makes
[183] realize
[183] crazy
[183] uw
[183] doesn

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[15974] world,series
[15800] college,world
[1676] mississippi,state
[1277] texas,tech
[1096] florida,state
[925] 2019,college
[765] 2,0
[749] td,ameritrade
[743] ameritrade,park
[666] state,college

Top Word Pairs in Tweet in G1:
[3262] world,series
[3242] college,world
[622] 2,0
[463] 2019,college
[395] series,#goblue
[379] 0,2019
[361] texas,tech
[340] tommy,henry
[309] florida,state
[230] td,ameritrade

Top Word Pairs in Tweet in G2:
[2225] world,series
[2142] college,world
[149] texas,tech
[120] florida,state
[98] series,omaha
[93] mississippi,state
[88] college,baseball
[81] omaha,nebraska
[70] 2019,college
[67] series,game

Top Word Pairs in Tweet in G3:
[2619] world,series
[2605] college,world
[696] mississippi,state
[279] vandy,whistler
[229] series,vandy
[224] whistler,told
[224] told,stop
[221] stop,whistling
[221] whistling,ejected
[183] texas,tech

Top Word Pairs in Tweet in G4:
[1809] world,series
[1805] college,world
[571] mississippi,state
[491] bruce,pearl
[476] state,college
[420] heartbreaking,loss
[419] last,night
[419] loss,mississippi
[414] pearl,message
[414] message,twitter

Top Word Pairs in Tweet in G5:
[781] world,series
[773] college,world
[213] hogs,play
[155] 00,pm
[155] espn,razorback
[155] razorback,img
[155] img,sports
[155] sports,network
[155] network,#omahogsszn
[134] florida,state

Top Word Pairs in Tweet in G6:
[491] college,world
[491] world,series
[241] florida,state
[215] win,college
[136] re,rooting
[136] rooting,team
[136] team,florida
[136] state,win
[136] series,year
[136] year,better

Top Word Pairs in Tweet in G7:
[308] world,series
[306] college,world
[189] home,college
[184] mlb,game
[183] game,played
[183] played,home
[182] first,mlb
[182] series,want
[182] want,miss
[182] miss,#mlbinomaha

Top Word Pairs in Tweet in G8:
[337] college,world
[337] world,series
[254] texas,tech
[216] over,arkansas
[214] alive,college
[214] series,breakdown
[210] stay,alive
[209] tech,takes
[209] takes,lead
[209] lead,over

Top Word Pairs in Tweet in G9:
[215] college,world
[215] world,series
[21] first,mlb
[21] mlb,game
[21] game,college
[20] #cws,teams
[20] teams,join
[20] join,tigers
[20] tigers,royals
[20] royals,field

Top Word Pairs in Tweet in G10:
[189] college,world
[189] world,series
[183] watching,college
[183] series,always
[183] always,makes
[183] makes,realize
[183] realize,crazy
[183] crazy,uw
[183] uw,doesn
[183] doesn,t

Top Replied-To
Top Replied-To in Entire Graph:
@adamschefter
@hallerik
@espn
@auburnbaseball
@gocards
@baseballbrit
@visitms
@fsubaseball
@waynemcgaheeiii
@umichbaseball

Top Replied-To in G1:
@umichbaseball
@fsubaseball
@ttu_baseball
@thewolverinemag
@rashanagary
@freep
@billsfayd
@ncaacws
@anthonyfenech
@espnmcgee

Top Replied-To in G2:

Top Replied-To in G3:
@hallerik
@gocards
@visitms
@waynemcgaheeiii
@madisen_carter
@fsubaseball
@msugifs
@ncaacws
@tennessean
@pmcox

Top Replied-To in G4:
@auburnbaseball
@hallerik
@joshvitale
@super70ssports
@michaeldavid198
@wlmcl
@snowntheakrowdy
@starmakerbolin
@zboman
@reddartsecurity

Top Replied-To in G5:
@espn
@jason_aldean
@razorbackbsb
@claytravis
@trombonesteve31
@realjb5
@cptdoodledoo
@scottydreports
@yahoosports
@bubbacarpenter_

Top Replied-To in G6:
@notthefakesvp
@iraschoffel
@iheartcfb
@warchant
@fsubaseball
@curtmweiler

Top Replied-To in G7:
@mlb
@karlravechespn
@btbscore
@sotoc803
@christian_nyyst
@espn
@robmanfred

Top Replied-To in G8:
@bri_klein20

Top Replied-To in G9:
@karlravechespn
@cwsomaha
@realdonaldtrump
@razorbackbsb
@capitoldistrict
@ainsleyearhardt
@kp_omaha
@krisbudden
@ncaacws
@realbenmcdonald

Top Replied-To in G10:
@mattde5er

Top Mentioned
Top Mentioned in Entire Graph:
@auburnbaseball
@umichbaseball
@ncaacws
@coachbrucepearl
@tennessean
@ttu_baseball
@vandyboys
@razorbackbsb
@hailstatebb
@fsubaseball

Top Mentioned in G1:
@umichbaseball
@ncaacws
@ttu_baseball
@fsubaseball
@hailstatebb
@vandyboys
@razorbackbsb
@auburnbaseball
@louisvillebsb
@detroitnews

Top Mentioned in G2:
@hookandlime
@weber13rick
@maxactionsports
@kfhradio

Top Mentioned in G3:
@tennessean
@vandyboys
@hailstatebb
@louisvillebsb
@auburnbaseball
@elijahm_2
@247sports
@fsubaseball
@ttu_baseball
@rafael_palmeiro

Top Mentioned in G4:
@auburnbaseball
@coachbrucepearl
@3strikes_au
@paulellen1
@ausportsnetwork
@voiceofautigers
@aburcham04
@247sports
@auburntigers
@juddward1

Top Mentioned in G5:
@espn
@razorbackbsb
@vanhornhogs
@philelsonpxp
@mrbobbybones
@swaggyc5
@ticket_iq
@bailey__horn
@geoffhaxton
@921theticket

Top Mentioned in G6:
@notthefakesvp
@planetfitness
@noles247
@fsubaseball
@dbrooks55
@iraschoffel
@tomahawknation
@corey_clark
@aslanhodges
@hailstatebb

Top Mentioned in G7:
@mlb
@geico
@ttu_baseball
@dandakich
@1070thefan
@_lil_free_
@whitesox
@mlbnetwork
@mlbtv
@blessyouboys

Top Mentioned in G8:
@ttu_baseball
@forbessports
@auburnbaseball
@dinger_derby
@pchristy11
@kellyk9c
@caseym_12
@fansfav
@coachbeardttu
@jomboy_

Top Mentioned in G9:
@tdameritradeprk
@espn
@cwsomaha
@realbenmcdonald
@kp_omaha
@ncaacws
@perezed
@espnmcgee
@auburnbaseball
@kurkjian_espn

Top Mentioned in G10:
@journalsentinel
@dekker

Top Tweeters
Top Tweeters in Entire Graph:
@occuworld
@pulpnews
@americanair
@berkleybearnews
@harleypartsman7
@rashidaldosari
@robinsnewswire
@united
@sportsroadhouse
@zyitegadgets

Top Tweeters in G1:
@southwestair
@vinaco21
@mchastain81
@breakingnewzman
@wsbtv
@clayphillips27
@conuys
@nba
@freep
@detroitnews

Top Tweeters in G2:
@occuworld
@pulpnews
@berkleybearnews
@harleypartsman7
@zyitegadgets
@robinsportsnews
@fiweh
@politicalhedge
@footy90com
@queensicez

Top Tweeters in G3:
@sportsroadhouse
@jilevin
@rolandsmartin
@twood3
@find_my_purpose
@jeff_lj_lloyd
@all100senators
@spann
@nwlaguy
@alangamino498

Top Tweeters in G4:
@rockytopskibum
@bluntstatement
@9debreesbelow
@wvtm13
@willcollier
@markennis
@abc3340
@aldotcom
@wsfa12news
@smoke3x

Top Tweeters in G5:
@mharvey816
@debilu2
@stevenacurtis
@4029news
@thv11
@arkansasonline
@yahoosports
@tim_radio
@katvnews
@deaamericana

Top Tweeters in G6:
@dwntwndave
@trueoriginole
@realmattimus
@cjwilson850
@diszy2011
@lebrownlow
@davidraider88
@fsuboy1523
@andreaa__p
@cnee247

Top Tweeters in G7:
@earlworthington
@davidwon4206
@the_truthness
@fj_newman
@joshprost99
@cowlonfullerton
@jacobg88
@lion_sixteen
@justininglv
@awsom_1

Top Tweeters in G8:
@mattygambs1
@all_right_miami
@intstinctz
@kcbd11
@ho_pro
@tapia2712
@1froglegs
@cody_wayne20
@landon_vodka8
@caseym_12

Top Tweeters in G9:
@united
@foxnews
@lancemcalister
@fightontwist
@24mowens
@mariastephanos
@keithlaw
@jacobs71
@coacheshotseat
@foxandfriends

Top Tweeters in G10:
@positiveenerg
@journalsentinel
@patrick_reusse
@riesedraft
@jeffrichgels
@henrypoz13
@jacob_viner
@jeff_maillet
@mckelveyc21
@matttoomey


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