college world series, Twitter, 6/11/2019 9:47:48 PM, 199760


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college world series_2019-06-11_12-49-37.xlsx
college world series_2019-06-11_12-49-37.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
June 11, 2019
Short Description:
college world series via NodeXL http://bit.ly/2X4WZUL
@umichbaseball
@auburnbaseball
@ncaacws
@foulpolesports
@sbell021
@michiganalumni
@cirren_jones
@peterburnsespn
@fsubaseball
@ttu_baseball

Top hashtags:
#wareagle
#roadtoomaha
#goblue
#cws
#wreckem
#finalfour

Description:
Description
The graph represents a network of 14,679 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 Tuesday, 11 June 2019 at 20:27 UTC.

The tweets in the network were tweeted over the 1-day, 14-hour, 56-minute period from Monday, 10 June 2019 at 04:53 UTC to Tuesday, 11 June 2019 at 19:50 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 : 14679
Unique Edges : 19659
Edges With Duplicates : 2287
Total Edges : 21946
Self-Loops : 1602
Reciprocated Vertex Pair Ratio : 0.00378140378140378
Reciprocated Edge Ratio : 0.00753431726700382
Connected Components : 941
Single-Vertex Connected Components : 636
Maximum Vertices in a Connected Component : 13042
Maximum Edges in a Connected Component : 20173
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.996138
Graph Density : 8.99384912245829E-05
Modularity : 0.705038
NodeXL Version : 1.0.1.413

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[92] https://twitter.com/umichbaseball/status/1137946049383788549
[73] https://gocards.com/news/2019/6/10/louisville-baseball-opens-college-world-series-sunday.aspx
[45] https://www.freep.com/story/sports/college/university-michigan/wolverines/2019/06/10/michigan-baseball-college-world-series/1406368001/
[33] https://twitter.com/razorbackbsb/status/1138225539150438400
[33] https://www.primesport.com/d/ncaa-mens-college-world-series
[28] https://247sports.com/college/auburn/Article/Auburn-Tigers-win-super-regional-14-7-to-earn-World-Series-Trip-132742825/
[26] https://247sports.com/college/auburn/Article/Listen-to-Andy-Burcham-honor-Rod-Paula-Bramblett-as-Auburn-advances-to-College-World-Series-132761336/
[21] https://www.tennessean.com/story/sports/columnist/joe-rexrode/2019/06/10/vanderbilt-baseball-college-world-series-corbin-kumar-rocker-duke-rexrode-cws/1402754001/
[21] https://www.tallahassee.com/story/sports/college/fsu/baseball/2019/06/10/florida-states-first-college-world-series-match-up-set/1414977001/
[21] https://shop.auburntigers.com/auburn-tigers-under-armour-baseball-college-world-series-locker-room-cross-bat-t-shirt-p846.aspx?utm_source=Social%20Media&utm_medium=@AuburnBaseball%20Twitter&utm_campaign=BB%20College%20World%20Series%20Gear%20061019

Top URLs in Tweet in G1:
[8] https://twitter.com/umichbaseball/status/1137946049383788549
[5] https://twitter.com/umichbaseball/status/1137946907572023296
[5] https://www.freep.com/story/sports/college/university-michigan/wolverines/2019/06/10/michigan-baseball-college-world-series/1406368001/
[2] http://rssfeeds.detroitnews.com/~/602943928/0/detroit/michigan~College-World-Series-schedule/
[2] https://www.detroitnews.com/story/sports/college/university-michigan/2019/06/10/michigan-wolverines-have-been-worth-watching-while-heres-primer-before-college-world-series/1408209001/
[2] https://twitter.com/ncaacws/status/1137946303021760512
[1] https://omny.fm/shows/michigan-insider/005-erik-bakich-061119
[1] https://www.detroitnews.com/story/sports/college/university-michigan/wolverines/2019/06/11/focused-but-loose-michigan-baseball-set-take-college-world-series-storm/1417392001/
[1] https://youtube.com/WCBNSports
[1] https://www.mden.com/new-arrivals.html#1

Top URLs in Tweet in G2:
[8] https://shop.auburntigers.com/auburn-tigers-under-armour-baseball-college-world-series-locker-room-cross-bat-t-shirt-p846.aspx?utm_source=Social%20Media&utm_medium=@AuburnBaseball%20Twitter&utm_campaign=BB%20College%20World%20Series%20Gear%20061019
[3] https://twitter.com/AuburnBaseball/status/1138184740316618752
[2] https://twitter.com/bschilleci/status/1138210033546735616
[1] https://auburntigers.com/news/2019/6/10/baseball-auburn-wins-chapel-hill-super-regional-advances-to-college-world-series.aspx
[1] https://247sports.com/college/auburn/Article/Listen-to-Andy-Burcham-honor-Rod-Paula-Bramblett-as-Auburn-advances-to-College-World-Series-132761336/
[1] https://auburntigers.com/sports/2018/7/26/ticket-central.html.aspx
[1] https://twitter.com/bmarcello/status/1138280383609540608
[1] https://www.ncaa.com/news/baseball/article/2019-06-12/full-2019-college-world-series-schedule-matchup-tv-schedule?utm_campaign=inline-article
[1] https://twitter.com/ncaacws/status/1138279688273420288
[1] https://www.instagram.com/p/ByjSs3nnmLYkafri58Xhbis4L9CJt-AvP9D0bU0/?igshid=1amtxxk7tacik

Top URLs in Tweet in G3:
[68] https://twitter.com/umichbaseball/status/1137946049383788549
[7] https://www.wxyz.com/sports/michigan-advances-to-college-world-series-with-upset-of-top-seeded-ucla
[2] https://www.wxyz.com/sports/michigans-run-to-college-world-series-is-rare-historic
[1] https://www.detroitnews.com/story/sports/college/university-michigan/wolverines/2019/06/11/focused-but-loose-michigan-baseball-set-take-college-world-series-storm/1417392001/
[1] https://www.detroitnews.com/story/sports/college/university-michigan/2019/06/10/michigan-wolverines-have-been-worth-watching-while-heres-primer-before-college-world-series/1408209001/
[1] https://www.wxyz.com/sports/michigan-advances-to-college-world-series-with-4-2-upset-of-top-seeded-ucla
[1] https://twitter.com/umichbaseball/status/1138281030664806400
[1] https://twitter.com/NCAACWS/status/1137946303021760512
[1] https://www.lubbockonline.com/photogallery/TX/20190610/NEWS/610009998/PH/1
[1] https://www.freep.com/story/sports/college/university-michigan/wolverines/2019/06/10/michigan-baseball-college-world-series/1406368001/

Top URLs in Tweet in G4:
[33] https://www.primesport.com/d/ncaa-mens-college-world-series
[33] https://twitter.com/razorbackbsb/status/1138225539150438400
[17] https://www.tennessean.com/story/sports/columnist/joe-rexrode/2019/06/10/vanderbilt-baseball-college-world-series-corbin-kumar-rocker-duke-rexrode-cws/1402754001/
[15] http://www.wholehogsports.com/news/2019/jun/10/live-updates-arkansas-ole-miss-super-regional-fina/
[15] https://shop.arkansasrazorbacks.com/college-world-series-c219.aspx?utm_source=ark-social&utm_medium=cws-bound&utm_campaign=OmaHogsSZN
[13] https://www.tennessean.com/story/sports/college/vanderbilt/2019/06/09/vanderbilt-duke-baseball-live-score-updates-ncaa-tournament-2019-super-regionals-game-3/1322543001/
[13] https://twitter.com/RazorbackBSB/status/1138281155671674881
[11] https://www.nwahomepage.com/pig-trail-nation/arkansas-advances-to-omaha-routs-rebels-14-1/2067296661
[9] https://247sports.com/college/mississippi-state/Article/Mississippi-State-to-make-11th-trip-to-College-World-Series-132754803/
[9] https://twitter.com/robbydonoho/status/1137938734849101825

Top URLs in Tweet in G5:
[27] https://247sports.com/college/auburn/Article/Auburn-Tigers-win-super-regional-14-7-to-earn-World-Series-Trip-132742825/
[24] https://247sports.com/college/auburn/Article/Listen-to-Andy-Burcham-honor-Rod-Paula-Bramblett-as-Auburn-advances-to-College-World-Series-132761336/
[19] https://247sports.com/college/auburn/Article/College-World-Series-schedule-bracket-TV-matchups-times-tickets-132762737/
[15] https://i.imgur.com/FWHCTY8.jpg
[13] https://www.oanow.com/sports/college/auburn/baseball/on-to-omaha-auburn-baseball-roars-its-way-to-college/article_c97d0448-8bbe-11e9-ae89-4b5591c6119e.html#utm_campaign=blox&utm_source=twitter&utm_medium=social
[11] https://shop.auburntigers.com/auburn-tigers-under-armour-baseball-college-world-series-locker-room-cross-bat-t-shirt-p846.aspx?utm_source=Social%20Media&utm_medium=@AuburnBaseball%20Twitter&utm_campaign=BB%20College%20World%20Series%20Gear%20061019
[8] https://auburntigers.com/news/2019/6/10/baseball-auburn-wins-chapel-hill-super-regional-advances-to-college-world-series.aspx
[7] https://www.oanow.com/sports/college/auburn/baseball/on-to-omaha-auburn-baseball-roars-its-way-to-college/article_c97d0448-8bbe-11e9-ae89-4b5591c6119e.html
[7] https://www.baseballamerica.com/stories/florida-state-advances-to-college-world-series-and-mike-martins-final-ride-reaches-omaha/
[6] https://twitter.com/ncaacws/status/1138185821876412416?s=21

Top URLs in Tweet in G6:
[3] https://twitter.com/robbydonoho/status/1137938734849101825
[1] https://www.vivathematadors.com/2019/6/10/18659689/texas-tech-baseball-track-field-athletics-red-raiders-omaha-college-world-series?utm_campaign=vivathematadors&utm_content=chorus&utm_medium=social&utm_source=twitter
[1] https://www.vivathematadors.com/2019/6/10/18659228/texas-tech-advances-to-the-college-world-series-with-a-thrilling-win-over-oklahoma-state?utm_campaign=vivathematadors&utm_content=chorus&utm_medium=social&utm_source=twitter
[1] https://247sports.com/college/auburn/Article/College-World-Series-schedule-bracket-TV-matchups-times-tickets-132762737/

Top URLs in Tweet in G7:
[17] https://trib.al/tVgteo0
[10] https://www.detroitnews.com/story/sports/college/university-michigan/2019/06/10/michigan-wolverines-have-been-worth-watching-while-heres-primer-before-college-world-series/1408209001/
[7] https://trib.al/paCk7Wi
[6] https://www.clickondetroit.com/all-about-ann-arbor/sports/michigan-baseball-defeats-no-1-ucla-to-advance-to-college-world-series-for-first-time-in-35-years
[5] https://www.mlive.com/wolverines/2019/06/super-regional-michigan-beats-no-1-ranked-ucla-to-advance-to-college-world-series.html
[4] https://www.detroitnews.com/story/sports/college/university-michigan/wolverines/2019/06/11/focused-but-loose-michigan-baseball-set-take-college-world-series-storm/1417392001/
[4] https://www.detroitnews.com/story/sports/mlb/tigers/2019/06/10/really-really-special-tigers-boyd-recalls-college-world-series-experience-oregon-state/1408215001/
[4] https://www.blessyouboys.com/2019/6/10/18659375/college-world-series-bracket-michigan-ucla-super-regionals?utm_campaign=blessyouboys&utm_content=chorus&utm_medium=social&utm_source=twitter
[3] https://trib.al/xDg3Qpu
[3] https://trib.al/suFcqEF

Top URLs in Tweet in G8:
[13] https://www.freep.com/story/sports/college/university-michigan/wolverines/2019/06/10/michigan-baseball-college-world-series/1406368001/
[8] https://247sports.com/college/michigan/Article/Michigan-baseball-drops-No-1-UCLA-advances-to-College-World-Series-in-NCAA-Tournament-game-recap-132739019/
[6] https://www.mlive.com/wolverines/2019/06/super-regional-michigan-beats-no-1-ranked-ucla-to-advance-to-college-world-series.html
[4] https://twitter.com/umichbaseball/status/1137946049383788549
[4] https://www.mlive.com/wolverines/2019/06/super-regional-michigan-beats-no-1-ranked-ucla-to-advance-to-college-world-series.html?utm_medium=social&utm_campaign=wolverines_sf&utm_source=facebook
[4] https://www.mlb.com/news/mlb-connects-with-omaha-at-college-world-series
[4] https://www.tennessean.com/story/sports/columnist/joe-rexrode/2019/06/10/vanderbilt-baseball-college-world-series-corbin-kumar-rocker-duke-rexrode-cws/1402754001/
[4] https://www.cbssports.com/mlb/news/ncaa-baseball-tournament-2019-michigan-upsets-no-1-seed-ucla-college-world-series-eight-team-field-is-set/
[4] https://www.sbnation.com/2019/6/10/18660050/north-carolina-auburn-baseball-college-world-series-stop-stop-hes-already-dead?utm_source=dlvr.it&utm_medium=twitter
[4] https://www.4029tv.com/article/arkansas-ole-miss-game-3/27891861

Top URLs in Tweet in G9:
[12] https://www.lubbockonline.com/photogallery/TX/20190610/NEWS/610009998/PH/1
[5] https://omny.fm/shows/unnecessary-roughness/carlos-silva-06-10-19
[2] https://trib.al/JkhE8Kd
[1] https://247sports.com/college/texas-tech/Article/Red-Raider-Baseball-Report-On-to-the-World-Series-132782863/
[1] https://ncaaorg.s3.amazonaws.com/ncaa/finance/2017-18NCAAFin_NCAAFinancialStatement.pdf
[1] https://lonestarsportsdaily.com/blog/f/texas-tech-heading-to-omaha-after-comeback-in-ncaa-super-regional
[1] https://lonestarsportsdaily.com/home/f/ncaa-d1-d2-d3-baseball-advanced-team-stats-june-10-2019
[1] https://lonestarsportsdaily.com/home/f/texas-tech-to-open-with-michigan-in-ncaa-college-world-series
[1] https://www.kcbd.com/2019/06/11/daybreak-today-tuesday-morning-brief/
[1] https://www.kcbd.com/2019/06/10/red-raiders-headed-college-world-series-after-win-over-oklahoma-state/

Top URLs in Tweet in G10:
[71] https://gocards.com/news/2019/6/10/louisville-baseball-opens-college-world-series-sunday.aspx
[9] https://www.courier-journal.com/story/sports/college/louisville/2019/06/10/louisville-baseball-to-play-vanderbilt-in-first-round-of-ncaa-college-world-series/1407326001/
[6] https://www.courier-journal.com/story/sports/2019/06/11/ncaa-college-world-series-2019-how-watch-louisville-vs-vanderbilt/1421937001/
[6] https://www.courier-journal.com/story/sports/college/louisville/2019/06/10/ncaa-college-world-series-louisville-good-position-going-omaha/1408737001/
[6] https://www.courier-journal.com/story/sports/college/louisville/2019/06/11/college-world-series-2019-5-things-know-louisville-baseball/1418231001/
[6] https://apnews.com/b79558d7b2534c1b9e7befb11177936d?utm_source=Twitter&utm_campaign=SocialFlow&utm_medium=AP_Top25
[4] http://theacc.com/news/2019/6/11/baseball-opening-college-world-series-game-times-set-for-fsu-louisville.aspx
[3] https://twitter.com/jdemling/status/1138131431610298370
[3] https://chopchat.com/2019/06/10/fsu-baseball-college-world-series-berth-completes-wild-2019-season/
[2] https://www.courier-journal.com/videos/sports/college/louisville/2019/06/10/ncaa-college-world-series-louisville-good-position-going-omaha/1409265001/

Top Domains
Top Domains in Tweet in Entire Graph:
[363] twitter.com
[166] 247sports.com
[75] gocards.com
[62] freep.com
[60] trib.al
[57] tennessean.com
[38] tallahassee.com
[37] detroitnews.com
[36] auburntigers.com
[33] courier-journal.com

Top Domains in Tweet in G1:
[20] twitter.com
[8] detroitnews.com
[5] freep.com
[2] maizenbrew.com
[2] apnews.com
[2] instagram.com
[1] omny.fm
[1] youtube.com
[1] mden.com
[1] megaphone.fm

Top Domains in Tweet in G2:
[11] twitter.com
[10] auburntigers.com
[1] 247sports.com
[1] ncaa.com
[1] instagram.com
[1] canadianbaseballnetwork.com
[1] reddit.com
[1] ledger-enquirer.com
[1] wrbl.com

Top Domains in Tweet in G3:
[71] twitter.com
[10] wxyz.com
[2] detroitnews.com
[1] lubbockonline.com
[1] freep.com
[1] instagram.com

Top Domains in Tweet in G4:
[83] twitter.com
[47] tennessean.com
[43] 247sports.com
[33] primesport.com
[21] clarionledger.com
[20] wholehogsports.com
[16] omaha.com
[16] arkansasrazorbacks.com
[11] nwahomepage.com
[10] ketv.com

Top Domains in Tweet in G5:
[90] 247sports.com
[33] twitter.com
[24] oanow.com
[20] auburntigers.com
[18] montgomeryadvertiser.com
[15] imgur.com
[11] baseballamerica.com
[4] tampabay.com
[4] newsobserver.com
[2] ncaa.com

Top Domains in Tweet in G6:
[3] twitter.com
[2] vivathematadors.com
[1] 247sports.com

Top Domains in Tweet in G7:
[44] trib.al
[22] detroitnews.com
[9] clickondetroit.com
[8] twitter.com
[6] mlive.com
[5] blessyouboys.com
[3] freep.com
[2] instagram.com
[2] 247sports.com
[2] maizenbrew.com

Top Domains in Tweet in G8:
[58] twitter.com
[18] 247sports.com
[17] freep.com
[14] sot.ag
[13] instagram.com
[12] mlive.com
[12] mainebatco.com
[10] tennessean.com
[8] clarionledger.com
[8] 4029tv.com

Top Domains in Tweet in G9:
[13] lubbockonline.com
[5] omny.fm
[4] kcbd.com
[3] lonestarsportsdaily.com
[2] trib.al
[2] twitter.com
[1] 247sports.com
[1] amazonaws.com
[1] youtube.com
[1] texastech.com

Top Domains in Tweet in G10:
[73] gocards.com
[30] courier-journal.com
[9] apnews.com
[8] twitter.com
[4] theacc.com
[4] chopchat.com
[2] tomahawknation.com
[2] 247sports.com
[2] tallahassee.com
[1] thedailynole.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[595] wareagle
[414] roadtoomaha
[244] goblue
[236] cws
[141] wreckem
[117] finalfour
[89] nolemaha
[73] fsu
[70] wps
[70] cws2019



Top Hashtags in Tweet in G1:
[139] goblue
[56] roadtoomaha
[8] b1gbaseball
[7] hail
[7] omahabound
[3] michigan
[3] bigtenafterdark
[2] ringchasing
[1] chadtough
[1] timetowin

Top Hashtags in Tweet in G2:
[198] wareagle
[178] roadtoomaha
[7] doitforrodandpaula
[6] omahau
[5] cws
[4] finalfour
[3] collegeworldseries
[2] wardamnbaseball
[2] wardamneagle
[2] doitforrod

Top Hashtags in Tweet in G3:
[11] goblue
[5] roadtoomaha
[3] hittingmustang
[2] empehi
[2] gomustangs
[1] cps
[1] chicagoovereverthing
[1] omahabound
[1] omaha
[1] hail

Top Hashtags in Tweet in G4:
[165] cws
[46] omahogsszn
[41] wps
[23] roadtoomaha
[21] omahogs
[14] anchordown
[13] hailstate
[10] wareagle
[8] breaking
[7] vandyboys

Top Hashtags in Tweet in G5:
[357] wareagle
[113] finalfour
[96] roadtoomaha
[83] nolemaha
[55] cws2019
[36] collegeworldseries
[31] cws
[17] auburn
[15] sec
[12] omahauburn

Top Hashtags in Tweet in G6:
[3] wareagle
[3] roadtoomaha
[2] secbaseball
[1] wps

Top Hashtags in Tweet in G7:
[61] goblue
[20] roadtoomaha
[5] bigblue
[3] michigan
[3] omahabound
[2] team153
[2] baseball
[2] collegeworldseries
[1] michigandifference
[1] let

Top Hashtags in Tweet in G8:
[23] goblue
[15] roadtoomaha
[15] truedawg
[14] wps
[13] cws
[13] promo
[12] wareagle
[9] hailstate
[8] cws2019
[7] fsu

Top Hashtags in Tweet in G9:
[127] wreckem
[21] texastech
[6] roadtoomaha
[5] unr
[3] cws
[3] gunsup
[2] yearoftheredraiders
[2] oklahomastate
[1] fearlesschampions
[1] iamaredraider

Top Hashtags in Tweet in G10:
[11] cardnation
[11] fsu
[4] gocards
[4] noles
[3] l1c4
[2] nolenation
[2] thecitadel
[1] lsup
[1] notaonesportschool
[1] sec

Top Words
Top Words in Tweet in Entire Graph:
[10026] Words in Sentiment List#1: Positive
[1491] Words in Sentiment List#2: Negative
[6] Words in Sentiment List#3: Angry/Violent
[383925] Non-categorized Words
[395442] Total Words
[15187] college
[14571] world
[14381] series
[5689] omaha
[5607] michigan

Top Words in Tweet in G1:
[3325] college
[3320] series
[3316] world
[3137] michigan
[3088] umichbaseball
[2994] ucla
[2943] 8th
[2918] omaha
[2914] 2
[2910] 1

Top Words in Tweet in G2:
[2039] college
[2035] world
[2032] series
[1979] auburnbaseball
[1918] tigers
[1911] headed
[1469] time
[1454] first
[1427] history
[1422] fifth

Top Words in Tweet in G3:
[1488] make
[1479] 16
[1478] sbell021
[1478] list
[1478] football
[1478] sweet
[1478] basketball
[1477] here's
[1476] comprehensive
[1476] school

Top Words in Tweet in G4:
[1645] college
[1607] world
[1589] series
[763] omaha
[569] headed
[509] spot
[506] ncaacws
[505] back
[458] secures
[377] razorbackbsb

Top Words in Tweet in G5:
[1715] college
[1694] world
[1561] series
[774] auburn
[635] auburnbaseball
[563] time
[517] tigers
[512] game
[490] headed
[418] first

Top Words in Tweet in G6:
[1223] college
[1223] world
[1223] series
[1172] 2019
[1168] foulpolesports
[132] time
[126] s
[124] realkentmurphy
[29] omaha
[21] michigan

Top Words in Tweet in G7:
[1395] michigan
[1384] college
[1376] series
[1369] world
[743] ucla
[661] baseball
[629] 1
[544] 4
[541] 2
[516] advances

Top Words in Tweet in G8:
[719] college
[709] series
[702] world
[161] baseball
[138] michigan
[120] auburn
[103] omaha
[87] first
[78] time
[76] s

Top Words in Tweet in G9:
[390] college
[388] world
[355] series
[304] national
[195] four
[193] final
[185] game
[183] men
[168] s
[160] second

Top Words in Tweet in G10:
[499] college
[239] series
[236] world
[169] ucla
[164] list
[147] baseball
[142] 00
[114] here
[112] louisville
[111] t

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[14437] college,world
[14264] world,series
[3869] 4,2
[3859] advances,college
[3849] 1,ucla
[3602] series,8th
[3594] ucla,4
[3553] here,come
[3550] omaha,here
[3546] takes,down

Top Word Pairs in Tweet in G1:
[3315] world,series
[3312] college,world
[2933] series,8th
[2899] 1,ucla
[2898] 4,2
[2898] advances,college
[2889] omaha,here
[2889] here,come
[2889] come,michigan
[2889] michigan,takes

Top Word Pairs in Tweet in G2:
[2032] college,world
[2031] world,series
[1893] tigers,headed
[1592] headed,college
[1422] fifth,time
[1422] history,first
[1418] let's,go
[1418] go,maha
[1418] maha,tigers
[1418] series,fifth

Top Word Pairs in Tweet in G3:
[1478] sweet,16
[1476] here's,comprehensive
[1476] comprehensive,list
[1476] list,school
[1476] school,make
[1476] make,new
[1476] new,year's
[1476] year's,six
[1476] six,bowl
[1476] bowl,football

Top Word Pairs in Tweet in G4:
[1600] college,world
[1574] world,series
[505] spot,college
[458] secures,spot
[322] series,dominating
[321] dominating,performance
[319] headed,back
[317] hogs,headed
[317] omaha,razorbackbsb
[304] back,omaha

Top Word Pairs in Tweet in G5:
[1682] college,world
[1558] world,series
[394] tigers,headed
[387] headed,college
[218] fifth,time
[218] history,first
[217] auburnbaseball,let's
[217] let's,go
[217] go,maha
[217] maha,tigers

Top Word Pairs in Tweet in G6:
[1223] world,series
[1222] college,world
[1170] 2019,college
[1043] foulpolesports,2019
[125] s,time
[125] time,2019
[125] series,foulpolesports
[124] realkentmurphy,s
[17] umichbaseball,omaha
[17] omaha,here

Top Word Pairs in Tweet in G7:
[1368] college,world
[1347] world,series
[634] michigan,baseball
[548] 1,ucla
[515] 4,2
[513] advances,college
[488] going,college
[372] baseball,going
[340] first,time
[340] michiganalumni,michigan

Top Word Pairs in Tweet in G8:
[692] world,series
[665] college,world
[41] first,time
[33] super,regional
[29] going,college
[28] series,first
[27] advances,college
[27] college,baseball
[27] baseball,team
[27] 2019,college

Top Word Pairs in Tweet in G9:
[388] college,world
[353] world,series
[189] final,four
[163] men,s
[148] four,college
[147] s,final
[145] second,athletics
[145] athletics,program
[145] program,2010
[145] 2010,send

Top Word Pairs in Tweet in G10:
[235] world,series
[233] college,world
[109] here,complete
[109] complete,list
[109] list,college
[109] college,sports
[109] sports,programs
[109] programs,country
[109] country,follow
[109] follow,accomplishments

Top Replied-To
Top Replied-To in Entire Graph:
@auburnbaseball
@umichbaseball
@golicandwingo
@joshvitale
@colecubelic
@laurarutledge
@3manfront
@baseballbrit
@stevelayman
@sec

Top Replied-To in G1:
@umichbaseball
@loganlejeune_
@b_r_5_5_z_y
@themden
@michiganinsider
@jrosewxyz
@nischnab
@b1gbaseball

Top Replied-To in G2:
@auburnbaseball
@jeff_shearer
@secnetwork
@aublog

Top Replied-To in G3:
@elwinrichardson
@i20eric
@maizedconfused

Top Replied-To in G4:
@baseballbrit
@russlt1965
@hailstatebb
@uosmascotsaduck
@barbaralynnm
@imgaudio
@danielm29023415
@robbydonoho
@patmcafeeshow
@secbaseball

Top Replied-To in G5:
@joshvitale
@colecubelic
@3manfront
@jfergusonau
@auburnbaseball
@billsimmons
@warblogle
@childersradio
@ctomemobile
@rebeccagrants

Top Replied-To in G6:
@ayeeitskae
@ativanjones

Top Replied-To in G7:
@umichbaseball
@umichathletics
@askhowfly_atc
@earlystagecap
@wingoz
@cmccosky
@dpshow
@_zachshaw
@kylamb8

Top Replied-To in G9:
@that_dash
@mattyice230
@okstfan1738
@bdavisaas
@pchristy11
@texastech
@techathletics

Top Replied-To in G10:
@sec

Top Mentioned
Top Mentioned in Entire Graph:
@umichbaseball
@auburnbaseball
@sbell021
@foulpolesports
@ncaacws
@razorbackbsb
@michiganalumni
@peterburnsespn
@hailstatebb
@theblockm

Top Mentioned in G1:
@umichbaseball
@baseballbros
@detgoblue
@michiganupd8tes
@sbell021
@erikbakich
@emperorhir0hit0
@michiganinsider
@castellani2014
@theblockm

Top Mentioned in G2:
@auburnbaseball
@ncaacws
@tigersunlimited
@3strikes_au
@auticketoffice
@btcatholicalum
@omwhitmiretv
@umichbaseball
@auburntigers
@peterburnsespn

Top Mentioned in G3:
@sbell021
@umichbaseball
@bradgalli
@barstooluofm
@michiganalumni
@theblockm
@umichbball
@wolverinecorner
@espnstatsinfo
@byazuniga

Top Mentioned in G4:
@ncaacws
@razorbackbsb
@hailstatebb
@caesarspalace
@lindetrain
@vandyboys
@auburnbaseball
@foulpolesports
@wholehogsports
@colegordon12

Top Mentioned in G5:
@auburnbaseball
@auburntigers
@fsubaseball
@auppl
@jfergusonau
@ncaacws
@colecubelic
@bmarcello
@thebighurt_35
@d_ross3

Top Mentioned in G6:
@foulpolesports
@realkentmurphy
@umichbaseball
@auburnbaseball
@ncaacws
@abc27
@baseballbros
@alisonposey14
@ben_upton5
@nwahutch

Top Mentioned in G7:
@umichbaseball
@michiganalumni
@theblockm
@sbell021
@donovanmthomas
@drewchallett
@byazuniga
@wolverinecorner
@detroitnews
@johnubacon

Top Mentioned in G8:
@houdinifantasy
@baseballnerd07
@jdj9930

Top Mentioned in G9:
@techathletics
@patrickmahomes
@texastechmbb
@ttu_baseball
@cbs11billjones
@texastech
@ncaacws
@imgaudio
@geoffhaxton
@choiswoodman

Top Mentioned in G10:
@jspalding79
@louisvillebsb
@markennis
@unc
@louisville_gcis
@uc
@ericcrawford
@realcardgame
@jdemling
@courierjournal

Top Tweeters
Top Tweeters in Entire Graph:
@robinsnewswire
@myalliesnews
@lopezgovlaw
@robinsportsnews
@vinaco21
@debilu2
@rowast
@pas5974
@breakingnewzman
@gormogons

Top Tweeters in G1:
@fourwitthefive
@heavenlydiva77
@catswithbats
@fangsbites
@sonny_scroggins
@mrbuddygarrity
@_cinematicp
@poweradepapii
@northamericann
@nativetonguezu

Top Tweeters in G2:
@redskinsrock91
@wbrcnews
@abc3340
@solodeauxleaux
@ohor_o
@1025thebull
@whnt
@cinderellamanau
@mrjohnd
@krishull88

Top Tweeters in G3:
@grape_juice13
@wavynick
@chiefragingbull
@seth_guttman
@alicemadonna21
@broschembechler
@espnstatsinfo
@cellytooharddew
@nccaniac42
@bluearmstrongiv

Top Tweeters in G4:
@vinaco21
@___jpe23
@all100senators
@ketv
@conuys
@alangamino498
@vandy_62
@jcdickinson32
@jwhite0316
@tennessean

Top Tweeters in G5:
@lopezgovlaw
@votaresundeber
@airlift1300
@sbnation
@willcollier
@tb_times
@valleyshook
@geauxcrimson
@brymell2
@wsfa12news

Top Tweeters in G6:
@jonathanfarris0
@dennisbohannon
@ayeeitskae
@djmoore497
@rocky_balnoah
@awilliamss__
@_jomygosh
@brriiaaan_8
@ashlyelamsports
@abc27

Top Tweeters in G7:
@pas5974
@ahammtnt
@houseofsports1
@letmicahdown
@detroitnews
@mrgeorgechan
@tjamesindstate
@kristenhinkson
@whitesox061705
@local4news

Top Tweeters in G8:
@robinsnewswire
@myalliesnews
@robinsportsnews
@breakingnewzman
@hedgebz
@thereal_kdubb
@yportbill
@nmitch
@entredeportista
@4029news

Top Tweeters in G9:
@mcclain_on_nfl
@houstonchron
@elmexicanzombie
@danwolken
@cmsilvajr
@thevfcastro
@vanillatwist11
@kcbd11
@1froglegs
@davidsmoak

Top Tweeters in G10:
@debilu2
@wlky
@markennis
@bricksdf
@mattmackowiak
@5899kpb
@scottstras
@campbelljd
@courierjournal
@cecil3695cecil