College World Series, Twitter, 6/18/2019 2:14:56 AM, 200316


FAQ | Problem?

College World Series_2019-06-17_16-32-28.xlsx
College World Series_2019-06-17_16-32-28.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
June 18, 2019
Short Description:
College World Series via NodeXL http://bit.ly/2XTXDkZ
@ncaacws
@umichbaseball
@cws_247
@auburnbaseball
@razorbackbsb
@fsubaseball
@hailstatebb
@foulpolesports
@auburntigers
@vandyboys

Top hashtags:
#cws
#goblue
#finalfour
#fsu
#mlbinomaha
#omahogs
#cws2019

Description:
Description
The graph represents a network of 13,048 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, 18 June 2019 at 00:36 UTC.

The tweets in the network were tweeted over the 6-day, 4-hour, 59-minute period from Tuesday, 11 June 2019 at 18:32 UTC to Monday, 17 June 2019 at 23:31 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 : 13048
Unique Edges : 18889
Edges With Duplicates : 6069
Total Edges : 24958
Self-Loops : 4217
Reciprocated Vertex Pair Ratio : 0.0183056144659002
Reciprocated Edge Ratio : 0.0359530856078044
Connected Components : 2290
Single-Vertex Connected Components : 1521
Maximum Vertices in a Connected Component : 9097
Maximum Edges in a Connected Component : 20471
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.682539
Graph Density : 0.000107179829073373
Modularity : 0.646166
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/
[73] https://arkansasrazorbacks.com/ncaabaseball/
[54] https://www.tennessean.com/story/sports/college/vanderbilt/2019/06/16/vanderbilt-louisville-baseball-live-score-updates-college-world-series-2019/1416531001/
[44] https://i.imgur.com/FWHCTY8.jpg
[29] https://www.ncaa.com/news/baseball/article/2019-06-13/college-world-series-get-know-omaha-8
[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/
[25] https://www.tennessean.com/story/sports/college/vanderbilt/2019/06/15/college-world-series-vandy-whistler-vanderbilt-baseball-omaha/1409652001/
[23] https://www.ncaa.com/video/baseball/2019-06-14/cws-college-world-series-michigan-team-153

Top URLs in Tweet in G1:
[18] https://www.ncaa.com/
[8] http://www.mlive.com/
[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.tallahassee.com/story/sports/college/fsu/baseball/2019/06/15/florida-state-wins-college-world-series-opener-against-no-5-arkansas/1403436001/
[5] https://www.clarionledger.com/story/sports/college/mississippi-state/2019/06/13/college-world-series-ncaa-tournament-baseball-omaha-elijah-macnamee-mississippi-state-cws-bracket/1423294001/
[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] https://ebay.to/2MJZaZL
[4] https://www.ncaa.com/news/baseball/article/2019-06-13/full-2019-college-world-series-schedule-matchup-tv-schedule
[4] https://livevs3dgame.com/CollegeWorldSeries2019live/

Top URLs in Tweet in G2:
[52] https://www.tennessean.com/story/sports/college/vanderbilt/2019/06/16/vanderbilt-louisville-baseball-live-score-updates-college-world-series-2019/1416531001/
[18] https://www.tennessean.com/story/sports/college/vanderbilt/2019/06/15/college-world-series-vandy-whistler-vanderbilt-baseball-omaha/1409652001/
[17] https://mississippitoday.org/2019/06/13/college-world-series-skill-is-a-must-but-luck-counts-too-witness-mississippi-state-in-85/
[17] https://twitter.com/hailstatebb/status/1139631455708078080
[15] https://buff.ly/2KP1pbG
[15] http://warrennolan.com/baseball/2019/simulation-cws
[13] https://buff.ly/2KHA23c
[13] https://www.tennessean.com/story/sports/college/vanderbilt/2019/06/17/college-world-series-vanderbilt-baseball-austin-martin/1474937001/
[13] https://www.ncaa.com/video/baseball/2013-06-24/college-world-series-mississippi-state-bench-mobb
[11] 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 G3:
[23] https://www.freep.com/story/sports/college/university-michigan/wolverines/2019/06/15/college-world-series-michigan-baseball-texas-tech/1467011001/
[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.ncaa.com/video/baseball/2019-06-14/cws-college-world-series-michigan-team-153
[14] https://mgoblue.com/news/2019/6/12/baseball-michigan-to-begin-college-world-series-against-no-8-texas-tech.aspx
[14] https://www.freep.com/story/sports/2019/06/14/michigan-baseball-college-world-series-texas-tech/1450098001/
[13] https://www.detroitnews.com/story/sports/college/university-michigan/2019/06/12/other-roar-1984-last-um-team-make-college-world-series-enjoying-years-ride/1432105001/
[13] https://www.freep.com/story/sports/college/university-michigan/wolverines/2019/06/11/michigan-baseball-erik-bakich-college-world-series/1425948001/
[11] 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
[10] https://www.detroitnews.com/story/sports/college/university-michigan/2019/06/16/loose-and-free-mentality-pays-off-michigan-baseball-college-world-series/1471679001/
[10] https://www.detroitnews.com/story/sports/college/university-michigan/2019/06/14/texas-tech-see-completely-different-michigan-team-college-world-series/1459599001/

Top URLs in Tweet in G4:
[154] https://www.primesport.com/d/ncaa-mens-college-world-series
[83] https://arkansasrazorbacks.com/
[71] https://arkansasrazorbacks.com/ncaabaseball/
[14] https://www.omaha.com/sports/cws/live-updates-college-world-series-june/article_8ea8d060-f51d-5e51-9162-720c68bb0feb.html
[13] 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/
[11] https://247sports.com/college/arkansas/Article/2019-College-World-Series-Bracket-schedule-scores-how-to-watch-132760797/?fbclid=IwAR3wxtGskBgYM70RKFs-gYucb-qrJBzssEt89IrVUp6WLQkVeA1w-vmhk9s
[10] https://katv.com/sports/hog-central/web-extra-phil-elson-talks-arkansas-new-path-at-the-college-world-series
[9] https://twitter.com/FlannyMLB/status/1139373424504123392
[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/

Top URLs in Tweet in G5:
[32] https://i.imgur.com/FWHCTY8.jpg
[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://247sports.com/college/auburn/Article/Auburn-suffered-a-very-tough-loss-in-its-opening-game-at-the-College-Baseball-World-Series-132925749/
[7] https://auburnuniforms.com/2019/06/13/auburn-cws-history/
[7] https://247sports.com/college/auburn/Article/Former-Auburn-baseball-assistant-Doug-Sisson-sees-a-lot-to-like-from-this-group-of-Tigers--132881279/
[6] https://247sports.com/college/auburn/Article/Auburn-faces-off-against-Mississippi-State-on-Sunday-in-its-opening-game-of-the-College-World-Series-in-Omaha-132809629/
[6] 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
[5] https://www.oanow.com/sports/high_school/auburn/three-auburn-high-alumni-playing-in-college-world-series/article_1ffd3142-8fe5-11e9-aff3-dbe8d1f58514.html?utm_medium=social&utm_source=twitter&utm_campaign=user-share
[5] https://www.montgomeryadvertiser.com/story/sports/college/auburn/2019/06/13/college-world-series-auburn-offense-turnaround-gabe-gross-steven-williams-edouard-julien-holland-sec/1439420001/
[5] https://247sports.com/college/auburn/Article/Watch-listen-live-stream-channel-Auburn-Mississippi-State-College-World-Series-132913890/

Top URLs in Tweet in G6:
[14] https://www.ncaa.com/news/baseball/article/2019-06-13/college-world-series-get-know-omaha-8
[12] https://www.wcpo.com/sports/high-school-sports/former-cincinnati-high-school-baseball-standouts-are-ready-to-compete-in-college-world-series
[11] http://es.pn/2MRuuGl
[11] https://www.ncaa.com/news/baseball/article/2019-06-16/college-world-series-bracket-schedule-scores-through-2019-ncaa
[11] https://imgproducts.net/collections/ncaa/products/2019-ncaa-baseball-college-world-series-pre-order
[7] https://www.ncaa.com/video/baseball/2019-06-14/cws-college-world-series-michigan-team-153
[6] https://www.lubbockonline.com/photogallery/TX/20190614/NEWS/614009996/PH/1
[6] http://www.stakingtheplains.com/2019/06/14/preview-college-world-series-bracket-1-thread-texas-tech-michigan-arkansas-florida-state/
[5] https://www.ncaa.com/news/baseball/article/2019-06-14/here-are-longest-home-runs-college-world-series-history-we-know
[5] https://www.redraideroutfitter.com/college-world-series

Top URLs in Tweet in G7:
[18] https://floridastate.rivals.com/news/florida-state-arkansas-cws
[13] http://noles.co/StatsFSU
[9] https://www.tallahassee.com/story/sports/college/fsu/baseball/2019/06/15/florida-state-wins-college-world-series-opener-against-no-5-arkansas/1403436001/
[8] https://www.tallahassee.com/story/sports/college/fsu/baseball/2019/06/17/updates-florida-state-takes-michigan-college-world-series/1478382001/
[8] https://247sports.com/college/florida-state/Article/Live-College-World-Series-Updates-Florida-State-Seminoles-Baseball-vs-Arkansas-Razorbacks-132885001/
[8] https://apnews.com/7438c3456a85494389705e3dec92dd89?utm_source=Twitter&utm_medium=AP_Top25&utm_campaign=SocialFlow
[7] https://www.tallahassee.com/videos/sports/college/fsu/baseball/2019/06/12/watch-florida-state-baseball-team-departs-college-world-series/1432842001/
[6] https://247sports.com/college/florida-state/Gallery/Photo-Gallery-FSU-vs-Arkansas-at-the-College-World-Series-132903083/
[6] https://www.tallahassee.com/story/sports/2019/06/15/college-world-series-how-watch-stream-fsu-michigan-baseball-cws/1468983001/
[6] https://floridastate.rivals.com/news/fsu-facing-another-sec-foe-in-first-game-of-college-world-series

Top URLs in Tweet in G8:
[3] https://i.imgur.com/FWHCTY8.jpg
[3] https://buff.ly/2Ga4YXu
[1] https://imgproducts.net/collections/ncaa/products/2019-ncaa-baseball-college-world-series-pre-order

Top URLs in Tweet in G9:
[4] https://woobox.com/5vrfkr
[1] https://www.foulpolesports.com/2019/06/2019-college-world-series-preview/
[1] https://i.imgur.com/FWHCTY8.jpg

Top URLs in Tweet in G10:
[6] https://uofl.me/2K8Ox0L
[5] https://www.wdrb.com/sports/crawford-vandy-goes-deep-in---win-puts-louisville/article_f8c452f8-907b-11e9-912d-cf7bc3099031.html?utm_medium=social&utm_source=twitter&utm_campaign=user-share
[3] https://uofl.me/2RhZyxn
[3] https://www.channel1450.com/?p=53536
[3] https://www.ketv.com/article/tips-for-easy-navigation-through-the-college-world-series/27921584?utm_campaign=trueAnthem%3A+New+Content+%28Feed%29&utm_content=5d00072823db7100019bc87b&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.channel1450.com/?p=53599
[2] https://www.channel1450.com/?p=53605
[2] https://www.ketv.com/article/father-son-bonding-during-college-world-series/28039889?utm_campaign=KETV&utm_content=5d04fb34e84fc20001ceab17&utm_medium=twitter&utm_source=trueAnthem%3A+New+Content
[2] https://www.ketv.com/article/couple-goes-to-every-college-world-series-since-their-first-date-14-years-ago/28049211?utm_campaign=KETV&utm_content=5d06272be84fc20001cebe16&utm_medium=twitter&utm_source=trueAnthem%3A+New+Content
[2] https://www.ketv.com/article/couple-goes-to-every-college-world-series-since-their-first-date-14-years-ago/28049211?utm_campaign=KETV&utm_content=5d0689a0e84fc20001cec437&utm_medium=twitter&utm_source=trueAnthem%3A+New+Content

Top Domains
Top Domains in Tweet in Entire Graph:
[367] twitter.com
[251] 247sports.com
[198] tennessean.com
[171] ncaa.com
[163] freep.com
[159] primesport.com
[159] arkansasrazorbacks.com
[134] tallahassee.com
[126] instagram.com
[112] omaha.com

Top Domains in Tweet in G1:
[97] instagram.com
[90] twitter.com
[53] ncaa.com
[37] bleacherreport.com
[35] mainebatco.com
[22] mlive.com
[21] montgomeryadvertiser.com
[20] clarionledger.com
[19] facebook.com
[19] espn.com

Top Domains in Tweet in G2:
[177] tennessean.com
[91] 247sports.com
[84] courier-journal.com
[61] clarionledger.com
[61] buff.ly
[46] twitter.com
[36] tallahassee.com
[34] ncaa.com
[30] si.com
[27] baseballamerica.com

Top Domains in Tweet in G3:
[134] freep.com
[58] detroitnews.com
[54] trib.al
[31] twitter.com
[27] mgoblue.com
[22] maizenbrew.com
[19] ncaa.com
[13] mlive.com
[12] 247sports.com
[11] wxyz.com

Top Domains in Tweet in G4:
[154] primesport.com
[154] arkansasrazorbacks.com
[91] omaha.com
[35] 247sports.com
[32] wholehogsports.com
[27] 4029tv.com
[25] twitter.com
[25] 3newsnow.com
[24] arkansasonline.com
[21] rivals.com

Top Domains in Tweet in G5:
[59] 247sports.com
[49] montgomeryadvertiser.com
[47] oanow.com
[32] imgur.com
[23] twitter.com
[18] al.com
[9] buff.ly
[8] chopchat.com
[7] auburntigers.com
[7] auburnuniforms.com

Top Domains in Tweet in G6:
[45] ncaa.com
[13] twitter.com
[12] wcpo.com
[11] es.pn
[11] imgproducts.net
[11] lubbockonline.com
[10] wordpress.com
[7] stakingtheplains.com
[6] kcbd.com
[6] star-telegram.com

Top Domains in Tweet in G7:
[80] tallahassee.com
[42] 247sports.com
[31] rivals.com
[25] apnews.com
[17] twitter.com
[16] noles.co
[12] tomahawknation.com
[8] wctv.tv
[8] chopchat.com
[8] wtxl.com

Top Domains in Tweet in G8:
[3] imgur.com
[3] buff.ly
[1] imgproducts.net

Top Domains in Tweet in G9:
[4] woobox.com
[1] foulpolesports.com
[1] imgur.com

Top Domains in Tweet in G10:
[30] ketv.com
[13] channel1450.com
[13] wdrb.com
[9] uofl.me
[9] twitter.com
[8] wlky.com
[5] cardinalsportszone.com
[5] 1011now.com
[2] buff.ly
[2] ncaa.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1058] cws
[441] goblue
[368] finalfour
[335] fsu
[211] mlbinomaha
[192] omahogs
[182] cws2019
[175] roadtoomaha
[164] wareagle
[144] hailstate



Top Hashtags in Tweet in G1:
[135] cws
[52] cws2019
[36] collegeworldseries
[35] goblue
[30] baseball
[27] omaha
[24] sports
[18] roadtoomaha
[17] wps
[17] fsu

Top Hashtags in Tweet in G2:
[209] cws
[102] hailstate
[55] fsu
[40] omadawgs
[36] vandyboys
[31] nickelblacks
[23] noles
[19] louisville
[19] cws2019
[17] anchordown

Top Hashtags in Tweet in G3:
[316] goblue
[44] cws
[36] roadtoomaha
[20] otd
[17] umalumni
[15] throwbackthursday
[9] tigers
[8] umich
[8] cws2019
[7] michigan

Top Hashtags in Tweet in G4:
[185] mlbinomaha
[144] omahogs
[122] cws
[73] wps
[29] roadtoomaha
[18] omahogsszn
[18] cws2019
[16] collegeworldseries
[10] lowpriceguarantee
[6] woopigsooie

Top Hashtags in Tweet in G5:
[345] finalfour
[130] wareagle
[60] cws
[26] collegeworldseries
[19] auburn
[16] omaha
[15] roadtoomaha
[15] cws2019
[14] goblue
[10] cws19

Top Hashtags in Tweet in G6:
[234] cws
[35] wreckem
[31] roadtoomaha
[31] goblue
[21] texastech
[16] cws2019
[12] gunsup
[10] finalfour
[8] cws19
[7] collegeworldseries

Top Hashtags in Tweet in G7:
[245] fsu
[104] noles
[74] cws
[33] onelastrun
[23] omahogs
[22] gonoles
[17] wps
[15] nolemaha
[14] acc
[8] nolenation

Top Hashtags in Tweet in G8:
[2] cws
[1] goblue
[1] omadawgs
[1] wps
[1] omahogs

Top Hashtags in Tweet in G9:
[9] bpsne
[4] cws
[2] mlbinomaha
[1] finalfour
[1] nolemaha
[1] mntwins
[1] wareagle

Top Hashtags in Tweet in G10:
[39] cws
[35] l1c4
[25] 1450inomaha
[8] gocards
[7] ncaacwsesp
[7] ncaabaseballesp
[6] lsup
[4] roadtoomaha
[3] goodlucktyler
[3] 217support

Top Words
Top Words in Tweet in Entire Graph:
[11677] Words in Sentiment List#1: Positive
[3702] Words in Sentiment List#2: Negative
[27] Words in Sentiment List#3: Angry/Violent
[371277] Non-categorized Words
[386662] Total Words
[14735] college
[14189] world
[13579] series
[2714] game
[2528] omaha

Top Words in Tweet in G1:
[2021] world
[2012] college
[1983] series
[374] baseball
[343] omaha
[280] game
[249] s
[212] 2019
[201] michigan
[199] state

Top Words in Tweet in G2:
[2231] college
[2067] series
[2065] world
[764] state
[736] mississippi
[498] omaha
[420] hailstatebb
[376] win
[362] vandyboys
[327] vanderbilt

Top Words in Tweet in G3:
[1602] college
[1538] world
[1504] series
[855] umichbaseball
[814] michigan
[383] omaha
[300] #goblue
[268] win
[251] texas
[249] tech

Top Words in Tweet in G4:
[1367] college
[1252] world
[1240] series
[433] mlb
[399] razorbackbsb
[376] game
[336] first
[331] omaha
[260] play
[249] espn

Top Words in Tweet in G5:
[1290] college
[1262] world
[907] series
[836] auburn
[498] game
[441] time
[381] win
[378] auburnbaseball
[375] auburntigers
[375] history

Top Words in Tweet in G6:
[951] college
[950] world
[943] series
[550] ncaacws
[416] run
[388] home
[373] game
[271] 1
[234] #cws
[216] ttu_baseball

Top Words in Tweet in G7:
[1031] college
[1008] world
[980] series
[327] game
[313] team
[305] florida
[300] state
[274] arkansas
[274] win
[226] #fsu

Top Words in Tweet in G8:
[909] 4
[908] followers
[459] cws_247
[457] one
[454] honor
[454] surpassing
[454] 000
[454] 500
[454] friday
[454] ll

Top Words in Tweet in G9:
[363] college
[363] world
[362] series
[305] 2019
[297] foulpolesports
[109] time
[107] s
[105] realkentmurphy
[43] 00
[23] texas

Top Words in Tweet in G10:
[336] college
[330] world
[327] series
[118] louisvillebsb
[104] louisville
[70] game
[64] omaha
[57] vanderbilt
[57] 1
[51] 3

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[13787] college,world
[13486] world,series
[1178] mississippi,state
[1034] 2019,college
[931] texas,tech
[753] florida,state
[537] home,run
[526] honor,surpassing
[526] surpassing,4
[526] 4,000

Top Word Pairs in Tweet in G1:
[1971] world,series
[1887] college,world
[129] texas,tech
[93] florida,state
[84] mississippi,state
[82] series,omaha
[81] college,baseball
[77] 2019,college
[66] omaha,nebraska
[64] series,2019

Top Word Pairs in Tweet in G2:
[2052] college,world
[2050] world,series
[713] mississippi,state
[141] walk,win
[141] ready,college
[137] state,ready
[137] series,hailstatebb
[136] baseballbros,mississippi
[131] 2019,college
[124] over,auburn

Top Word Pairs in Tweet in G3:
[1527] college,world
[1500] world,series
[244] texas,tech
[149] michigan,baseball
[144] series,opener
[144] erik,bakich
[129] umichbaseball,won
[127] check,out
[121] won,college
[120] opener,check

Top Word Pairs in Tweet in G4:
[1235] world,series
[1232] college,world
[207] hogs,play
[207] mlb,game
[206] first,mlb
[183] home,college
[181] played,home
[178] game,played
[176] series,want
[176] want,miss

Top Word Pairs in Tweet in G5:
[1254] college,world
[906] world,series
[345] history,auburn
[345] auburn,4th
[345] 4th,school
[345] school,time
[345] time,win
[345] win,bowl
[345] bowl,game
[345] game,advance

Top Word Pairs in Tweet in G6:
[936] college,world
[934] world,series
[368] home,run
[193] run,college
[180] series,game
[174] eduoard,julien's
[174] julien's,second
[174] second,inning
[174] inning,home
[174] run,tracked

Top Word Pairs in Tweet in G7:
[1002] college,world
[979] world,series
[285] florida,state
[158] win,college
[133] re,rooting
[133] rooting,team
[133] team,florida
[133] state,win
[133] series,year
[133] year,better

Top Word Pairs in Tweet in G8:
[454] honor,surpassing
[454] surpassing,4
[454] 4,000
[454] 000,followers
[454] followers,4
[454] 4,500
[454] 500,followers
[454] followers,friday
[454] friday,ll
[454] ll,pick

Top Word Pairs in Tweet in G9:
[362] college,world
[362] world,series
[304] 2019,college
[189] foulpolesports,2019
[107] s,time
[107] time,2019
[106] series,foulpolesports
[105] realkentmurphy,s
[23] texas,tech
[22] 1,00

Top Word Pairs in Tweet in G10:
[326] world,series
[324] college,world
[32] reid,detmers
[32] start,college
[32] #cws,#l1c4
[30] 3,1
[29] series,#cws
[21] louisville,baseball
[20] tyler,fitzgerald
[19] first,game

Top Replied-To
Top Replied-To in Entire Graph:
@espn
@baseballbrit
@auburnbaseball
@adamschefter
@hallerik
@umichbaseball
@mlb
@fsubaseball
@razorbackbsb
@wess_moore

Top Replied-To in G1:

Top Replied-To in G2:
@hailstatebb
@visitms
@vandyboys
@kimthoma
@kylebritt
@espnmcgee
@buddy00250909
@msgridiron
@donmouledoux
@thedrillfield

Top Replied-To in G3:
@umichbaseball
@freep
@anthonyfenech
@dodgerhater1
@dowirkgetmoney
@btbscore
@theist313
@kenzersc
@umichathletics
@redcrew

Top Replied-To in G4:
@espn
@mlb
@razorbackbsb
@claytravis
@laurarutledge
@tigers
@criscarter80
@realbenmcdonald
@nikkichavanelle
@jason_aldean

Top Replied-To in G5:
@auburnbaseball
@hallerik
@3strikes_au
@warblogle
@stittjames
@super70ssports
@wlmcl
@jeffbonwick
@khoublake11
@peej_delly

Top Replied-To in G6:
@ncaacws
@patrickmahomes
@ttu_baseball
@bri_klein20
@southwestair
@gunsupradio
@gatorsbb
@ncaa
@apbenven
@techathletics

Top Replied-To in G7:
@hallerik
@fsubaseball
@waynemcgaheeiii
@bycoreydavis
@umichbaseball
@rashanagary
@stevestone4real
@warchant
@curtmweiler
@brimetimenole

Top Replied-To in G8:
@c_joneshm
@cws_247
@kathy_tolbert2
@jmfhogfan

Top Replied-To in G9:
@chieftainnation
@fsubaseball
@foulpolesports
@marcos_labrado

Top Replied-To in G10:
@louisvillebsb
@nickbarry1980
@ksmercer
@jeremy_csz
@gocards
@vincetyra
@carlosacollazo
@carolynwlky
@thortripp

Top Mentioned
Top Mentioned in Entire Graph:
@umichbaseball
@ncaacws
@cws_247
@razorbackbsb
@hailstatebb
@auburnbaseball
@auburntigers
@vandyboys
@ttu_baseball
@foulpolesports

Top Mentioned in G1:
@osterhout15
@weber13rick
@alexwhitt10
@creamcityusa
@houdinifantasy
@johnmar73613120
@mary_patricia1
@excusefit

Top Mentioned in G2:
@hailstatebb
@vandyboys
@tbhorka
@adamsparks
@baseballbros
@elijahm_2
@ncaacws
@espnstatsinfo
@ncaabsb
@joeltcoleman

Top Mentioned in G3:
@umichbaseball
@umichathletics
@michiganonbtn
@ncaacws
@tonypaul1984
@bradgalli
@anthonyfenech
@sbell021
@freep
@kaptinkauf17

Top Mentioned in G4:
@razorbackbsb
@espn
@mlb
@wholehogsports
@owhcws
@mrbobbybones
@vanhornhogs
@ericpmusselman
@ncaacws
@tdameritradeprk

Top Mentioned in G5:
@auburntigers
@auburnbaseball
@aburcham04
@joshvitale
@byjustinlee
@auppl
@paulellen1
@ncaacws
@3strikes_au

Top Mentioned in G6:
@ncaacws
@ttu_baseball
@umichbaseball
@razorbackbsb
@ncaabsb
@auburnbaseball
@imgaudio
@geoffhaxton
@pchristy11

Top Mentioned in G7:
@fsubaseball
@marilyn_payne
@waynemcgaheeiii
@dannykanell
@notthefakesvp
@warchant
@tim_linafelt
@seminolesimg
@ericluallen
@umichbaseball

Top Mentioned in G8:
@cws_247
@betonline_ag
@kevinweis
@joeltcoleman
@ncaacws
@tbhorka
@auppl
@espnstatsinfo
@wholehogsports
@hailstatebb

Top Mentioned in G9:
@foulpolesports
@realkentmurphy
@chieftainnation
@bellevueschools
@ncaacws
@lsubaseball
@fieldlevel
@ttu_baseball
@mlb
@toddwalker12

Top Mentioned in G10:
@louisvillebsb
@channel1450com
@cardsportzone
@kruegermania
@ericcrawford
@wlky
@uoflpresneeli
@gocards
@rdetmers
@lvilleshawn

Top Tweeters
Top Tweeters in Entire Graph:
@pulpnews
@americanair
@berkleybearnews
@robinsnewswire
@zyiteblog
@united
@storiesflowcom
@sportsroadhouse
@delta
@zyitegadgets

Top Tweeters in G1:
@pulpnews
@berkleybearnews
@zyiteblog
@storiesflowcom
@zyitegadgets
@robinsportsnews
@fiweh
@politicalhedge
@footy90com
@queensicez

Top Tweeters in G2:
@vinaco21
@paxnostrum
@twood3
@find_my_purpose
@jeff_lj_lloyd
@all100senators
@spann
@conuys
@sinow
@mikeyangus

Top Tweeters in G3:
@freep
@detroitnews
@cbsnews
@sarahspain
@chiefragingbull
@michdetpitts
@ceektechnology
@seth_guttman
@redcrew
@jeremyhl

Top Tweeters in G4:
@sportsroadhouse
@mharvey816
@earlworthington
@davidwon4206
@stevenacurtis
@knicks148
@kskm3
@4029news
@lion_sixteen
@lancemcalister

Top Tweeters in G5:
@united
@bluntstatement
@wvtm13
@baycrab3
@willcollier
@markennis
@redskinsrock91
@a_pretty_cheme
@abc3340
@aldotcom

Top Tweeters in G6:
@southwestair
@wsbtv
@wcpo
@alangamino498
@9debreesbelow
@f_camel
@iramey
@cbsdfw
@gosset41
@vannschaffner

Top Tweeters in G7:
@dwntwndave
@trueoriginole
@realmattimus
@nypost
@cjwilson850
@metsfanscotty
@chrispilz
@diszy2011
@ap_sports
@saintwarrick

Top Tweeters in G8:
@astoriasean
@tbhogs
@parrfection8
@meangreen_42
@cridings1
@saf2564
@razorbackzj
@aecwpn
@razorhog66
@jbholloway

Top Tweeters in G9:
@markertaaron
@swinging_tm
@oezdog
@jaaylorrr
@dominican_manny
@naiaball
@callme__coop
@lsubaseball
@tannerfittes
@joshgoldberg15

Top Tweeters in G10:
@wlky
@ketv
@wdrbnews
@bricksdf
@5899kpb
@wave3news
@northamericann
@jeremy_csz
@cecil3695cecil
@lvilleshawn