The graph represents a network of 17,458 Twitter users whose recent tweets contained "MLB", 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 Thursday, 08 April 2021 at 02:47 UTC.
The tweets in the network were tweeted over the 2-hour, 43-minute period from Wednesday, 07 April 2021 at 23:10 UTC to Thursday, 08 April 2021 at 01:54 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
Vertices : 17458
Unique Edges : 25906
Edges With Duplicates : 10888
Total Edges : 36794
Number of Edge Types : 5
Replies to : 5079
Mentions : 11737
Retweet : 9995
MentionsInRetweet : 6486
Tweet : 3497
Self-Loops : 3611
Reciprocated Vertex Pair Ratio : 0.0152366921257706
Reciprocated Edge Ratio : 0.0300160391048652
Connected Components : 2610
Single-Vertex Connected Components : 1590
Maximum Vertices in a Connected Component : 12265
Maximum Edges in a Connected Component : 30531
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.118243
Graph Density : 8.59221355141242E-05
Modularity : 0.58945
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 17,458 Twitter users whose recent tweets contained "MLB", 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 Thursday, 08 April 2021 at 02:47 UTC.
The tweets in the network were tweeted over the 2-hour, 43-minute period from Wednesday, 07 April 2021 at 23:10 UTC to Thursday, 08 April 2021 at 01:54 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 : TwitterSearch
Graph Term : MLB
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 URLs in Tweet in Entire Graph:
[39] https://www.breitbart.com/sports/2021/04/07/former-mlb-commish-rob-manfred-made-a-serious-mistake-by-pulling-out-of-georgia/?utm_source=facebook&utm_medium=social&fbclid=IwAR2RBykJ8-xvfZcxJOTdnhXUgVyKv9yuUkafO9oLLJCIpUOBiJjlZWk8ocA [14] https://trib.al/8o8Exds [8] https://www.mlb.com/gameday/braves-vs-nationals/2021/04/07/634595#game_state=final,game_tab=wrap,game=634595 [7] https://www.mlb.com/gameday/pirates-vs-reds/2021/04/07/634570?partnerId=sf141905494&sf141905494=1#game_state=final,lock_state=final,game_tab=wrap,game=634570 [6] https://www.dailywire.com/news/exclusive-new-daily-wire-poll-shows-woke-politics-could-hurt-mlbs-bottom-line?utm_campaign=Press&utm_medium=email&_hsmi=120102844&_hsenc=p2ANqtz--Wpjr61B8buMnuKjErBacv-uNBwBYGTCaQKmRlb0BDl2tjV4fclX4mxP2Zg9lHAXfrR3xU5Mo4PErTlaGr7ArWWZn_9A&utm_content=120102844&utm_source=hs_email [6] https://twitchy.com/sarahd-313035/2021/04/07/informed-source-who-told-jake-tapper-that-mlb-had-no-choice-but-to-cave-to-fake-jim-crow-narrative-apparently-forgot-to-remind-him-where-cnns-hqd/ [5] https://rover.ebay.com/rover/1/711-127632-2357-0/16?swd=3&itm=284249533686&mpre=https%3A%2F%2Fwww.ebay.com%2Fitm%2F-%2F284249533686&user_name=marychick46&spid=2047675&mplxParams=user_name%2Citm%2Cswd%2Cmpre%2C&sojTags=swd%3Dswd%2Cdu%3Dmpre%2Citm%3Ditm%2Cuser_name%3Duser_name%2Cspid%3Dspid%2Csuri%3Dsuri%2C [4] https://twitter.com/MLB/status/1379933208653991939 [4] https://www.mlb.com/gameday/rays-vs-red-sox/2021/04/07/634641?sf141907907=1#game_state=final,game_tab=boxscore,game=634641 [4] https://www.kuer.org/podcast/news-briefs/2021-04-07/pm-news-brief-vaccination-landmark-kane-county-poop-mlb-all-star-game-move Top URLs in Tweet in G1:
[7] https://www.mlb.com/gameday/pirates-vs-reds/2021/04/07/634570?partnerId=sf141905494&sf141905494=1#game_state=final,lock_state=final,game_tab=wrap,game=634570 [2] https://www.nytimes.com/2021/04/02/us/politics/mlb-all-star-game-moved-atlanta-georgia.html [2] https://twitter.com/cov19treatments/status/1379900986270044163 [2] https://twitter.com/pinetar_1/status/1379893049929699328 [2] https://twitter.com/CityCastDenver/status/1379896278818033665 [1] https://www.mlb.com/sponsorship/official-rules/scotts-opening-week-in-the-yard-sweepstakes [1] https://twitter.com/DanScavino/status/1379150877668352000?s=20 [1] https://twitter.com/gitrdonelarry/status/1379910883653062658 [1] https://www.mlb.com/news/joc-pederson-gets-waffle-maker-for-home-run [1] https://twitter.com/BrentBozell/status/1379801713440403458 Top URLs in Tweet in G2:
[4] https://www.kuer.org/podcast/news-briefs/2021-04-07/pm-news-brief-vaccination-landmark-kane-county-poop-mlb-all-star-game-move [3] https://twitter.com/mlb/status/1379933208653991939 [3] https://spoantenna-neo.biz/beisbol/245078/ [2] https://twitter.com/MLB/status/1379933208653991939 [2] https://infiniteunknown.net/2021/04/07/wef-says-businesses-have-a-right-and-responsibility-to-dictate-what-elected-leaders-of-states-can-and-cannot-do-if-this-doesnt-tell-you-exactly-how-fascist-wef-great-reset-and-4ir-is-nothing-will/ [2] https://www.vippshop.com.br/MLB-1432729332-bracadeira-suporte-de-celular-resistente-agua-_JM [2] https://www.mlb.com/video/dylan-carlson-s-grand-slam [1] https://www.youtube.com/watch?v=YMwGl-GCgrc&feature=youtu.be [1] https://hotair.com/allahpundit/2021/04/07/report-mlb-commissioner-yanked-star-game-speaking-stacey-abrams/ [1] https://www.breitbart.com/clips/2021/04/07/kennedy-mlb-decision-to-turn-baseball-into-a-blue-sport-makes-me-want-to-heave/ Top URLs in Tweet in G3:
[4] https://www.mlb.com/gameday/rays-vs-red-sox/2021/04/07/634641?sf141907907=1#game_state=final,game_tab=boxscore,game=634641 [3] https://www.mlb.com/twins/ballpark/information/2021-health-safety-guidelines?partnerID=redirect-min-playitsafe [1] http://theshow.com/?utm_source=twitter&utm_medium=all&utm_campaign=42affinity [1] https://bleacherreport.com/post/mlb/5d7b2387-4bb7-4691-9ec4-e69ab304ae24 [1] https://nesn.com/?p=1275906 [1] https://youtube.com/mlb [1] https://twitter.com/BreitbartNews/status/1379934798861500422 [1] https://twitter.com/MLB/status/1379609181150400515 [1] https://twitter.com/Brewers/status/1377311041307172867 [1] https://www.mlb.com/gameday/twins-vs-tigers/2021/04/07/634598?sf141893541=1#game_state=preview,game_tab=box,game=634598 Top URLs in Tweet in G5:
[2] https://www.cnbc.com/2021/03/14/georgia-activists-pressure-big-corporations-to-oppose-voting-restrictions-.html [1] https://www.dailywire.com/news/exclusive-new-daily-wire-poll-shows-woke-politics-could-hurt-mlbs-bottom-line?utm_campaign=Press&utm_medium=email&_hsmi=120102844&_hsenc=p2ANqtz--Wpjr61B8buMnuKjErBacv-uNBwBYGTCaQKmRlb0BDl2tjV4fclX4mxP2Zg9lHAXfrR3xU5Mo4PErTlaGr7ArWWZn_9A&utm_content=120102844&utm_source=hs_email [1] https://twitter.com/CGasparino/status/1379845340795392002 [1] https://twitter.com/bluestein/status/1379896376125972480 Top URLs in Tweet in G6:
[2] https://www.nationalreview.com/2021/04/moving-the-mlb-all-star-game-to-denver-makes-zero-sense/?itm_campaign=headline-testing-moving-the-mlb-all-star-game-to-denver-makes-zero-sense&itm_medium=headline&itm_source=nationalreview&itm_content=The%20All-Star%20Game%E2%80%99s%20Move%20to%20Denver%20Is%20Completely%20Pointless&itm_term=The%20All-Star%20Game%E2%80%99s%20Move%20to%20Denver%20Is%20Completely%20Pointless [2] http://www.mlb.com/yankees/sponsorship/official-rules/delta-round-tripper-sweepstakes [1] https://freeroots.com/go/gowoke-gobroke-act [1] https://legiscan.com/GA/text/SB202/id/2348602/Georgia-2021-SB202-Enrolled.pdf Top URLs in Tweet in G8:
[5] https://twitchy.com/sarahd-313035/2021/04/07/informed-source-who-told-jake-tapper-that-mlb-had-no-choice-but-to-cave-to-fake-jim-crow-narrative-apparently-forgot-to-remind-him-where-cnns-hqd/ [2] https://amp.washingtontimes.com/news/2021/apr/6/woke-mlb-relocates-all-star-game-majority-black-ma/?utm_source=GeorgiaLogCabin [1] https://dailycaller.com/2021/04/07/it-just-really-makes-me-want-to-heave-sen-kennedy-says-commissioner-has-turned-mlb-into-a-blue-sport/ Top URLs in Tweet in G9:
[1] https://www.youtube.com/watch?v=3JGmKHrWKMQ&feature=youtu.be Top URLs in Tweet in G10:
[8] https://www.mlb.com/gameday/braves-vs-nationals/2021/04/07/634595#game_state=final,game_tab=wrap,game=634595 [3] https://www.foxbusiness.com/sports/georgia-restaurant-owner-mlb-moving-all-star-game-devastating-for-businesses Top Domains
Top Word Pairs in Tweet in Entire Graph:
[2512] star,game [817] mlb,needs [817] leave,georgia [808] georgia,colorado [795] needs,leave [795] colorado,find [795] find,city [795] city,really [795] really,feel [795] feel,home Top Word Pairs in Tweet in G1:
[110] leaders,1871 [109] runs,reds [109] 24,hours [108] star,game [107] 25,runs [106] last,24 [88] reds,last [84] voter,id [82] mlb,fans [79] time,hits Top Word Pairs in Tweet in G2:
[119] star,game [59] mlb,show [43] mlb,commissioner [39] more,#dfs [39] #dfs,#mlb [39] #mlb,#news [38] extra,innings [34] stacey,abrams [33] white,sox [32] show,21 Top Word Pairs in Tweet in G3:
[153] scored,runs [152] mariners,scored [152] runs,6th [152] 6th,inning [108] mitch,moreland [101] comeback,complete [101] complete,mitch [101] moreland,walks [101] walks,athletics [75] grand,slam Top Word Pairs in Tweet in G4:
[703] mlb,needs [703] needs,leave [703] leave,georgia [703] georgia,colorado [703] colorado,find [703] find,city [703] city,really [703] really,feel [703] feel,home [703] home,beijing Top Word Pairs in Tweet in G5:
[417] star,game [317] staceyabrams,mlb [272] mlb,usatoday [272] usatoday,ajc [272] game,atlanta [261] against,boycott [256] bluestein,staceyabrams [165] scoop,mlb [165] robmanfred's,decision [160] owners,blindsided Top Word Pairs in Tweet in G6:
[166] 64,americans [166] americans,including [166] including,majority [166] majority,mlb [166] mlb,fans [166] fans,delta [166] delta,air [166] air,lines [166] lines,customers [166] customers,cocacola Top Word Pairs in Tweet in G7:
[328] star,game [272] coca,cola [271] dear,republicans [271] republicans,think [271] think,mlb [271] mlb,coca [271] cola,overstepped [271] overstepped,terrorists [271] terrorists,attacked [271] attacked,capitol Top Word Pairs in Tweet in G8:
[236] star,game [202] move,star [197] stacey,abrams [196] mlb,commissioner [189] commissioner,decided [189] decided,move [189] game,pressure [189] pressure,stacey [189] abrams,voting [189] voting,issues Top Word Pairs in Tweet in G9:
[175] star,game [101] move,star [89] mlb,move [78] game,atlanta [63] people,color [60] black,pop [57] more,restrictive [54] black,businesses [50] businesses,workers [49] 000,000 Top Word Pairs in Tweet in G10:
[163] stacey,abrams [159] world,consequences [158] joe,biden [157] consequences,stacey [157] abrams,joe [157] biden,disinformation [157] disinformation,campaign [42] recap,ynoa [42] ynoa,panda [42] panda,lift Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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