(baseball OR MLB) (playoffs OR trade OR draft), Twitter, 8/7/2021 5:07:04 AM, 259652
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(baseball OR MLB) (playoffs OR trade OR draft)_2021-08-06_15-06-59.xlsx
(baseball OR MLB) (playoffs OR trade OR draft)_2021-08-06_15-06-59.xlsx
View an interactive version of this graph (experimental)
From:
NodeXLExcelAutomator
Uploaded on:
August 07, 2021
Short Description:
(baseball OR MLB) (playoffs OR trade OR draft) via NodeXL https://bit.ly/3fDcScU
@buster_espn
@mlb
@jeffpassan
@stevenacohen2
@mlbpipeline
@itabaseballpod
@rallyjapan3
@bnicholsonsmith
@baseballamerica
@ashenkira

Top hashtags:
#mlb
#rt
#baseball
#mets
#mlbdraft

Description:
Description
The graph represents a network of 8,005 Twitter users whose tweets in the requested range contained "(baseball OR MLB) (playoffs OR trade OR draft)", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 06 August 2021 at 22:19 UTC.

The requested start date was Friday, 06 August 2021 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 4-day, 1-hour, 14-minute period from Sunday, 01 August 2021 at 22:46 UTC to Friday, 06 August 2021 at 00:00 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 : 8005
Unique Edges : 5824
Edges With Duplicates : 10067
Total Edges : 15891
Number of Edge Types : 5
Mentions : 2748
Replies to : 1065
Tweet : 1565
Retweet : 4428
MentionsInRetweet : 6085
Self-Loops : 1634
Reciprocated Vertex Pair Ratio : 0.0290575627002541
Reciprocated Edge Ratio : 0.0564741249731587
Connected Components : 1481
Single-Vertex Connected Components : 742
Maximum Vertices in a Connected Component : 4826
Maximum Edges in a Connected Component : 11497
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 5.204614
Graph Density : 0.000145367665948412
Modularity : 0.552244
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 8,005 Twitter users whose tweets in the requested range contained "(baseball OR MLB) (playoffs OR trade OR draft)", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 06 August 2021 at 22:19 UTC.

The requested start date was Friday, 06 August 2021 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 4-day, 1-hour, 14-minute period from Sunday, 01 August 2021 at 22:46 UTC to Friday, 06 August 2021 at 00:00 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 : (baseball OR MLB) (playoffs OR trade OR draft)
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:
[221] https://www.mlb.com/news/mlb-power-rankings-after-week-17
[120] https://www.thescore.com/mlb/news/2190225?utm_source=dlvr.it&utm_medium=twitter
[106] https://theathletic.com/2742831/2021/08/02/mlb-power-rankings-giants-on-the-rise-as-the-nl-west-dominates-our-trade-deadline-edition/?source=emp_shared_article
[46] https://eldiario.com/2021/07/28/juan-gonzalez-venezolano-electos-draft-mlb/
[25] https://www.mlb.com/news/trade-deadline-prospect-hauls-ranked?t=mlb-pipeline-coverage
[24] https://theathletic.com/2741410/2021/07/31/bowden-mlb-trade-deadline-grades-for-all-30-teams-from-the-dodgers-a-to-the-rockies-f/
[21] https://record.revenuenetwork.com/_Fz7wMj2tSboi81vKvXphfGNd7ZgqdRLk/1/
[21] https://link.chtbl.com/n6cuv_8D
[19] https://www.espn.com/mlb/story/_/id/31959004/mlb-power-rankings-week-17-where-all-30-teams-stand-trade-deadline?utm_source=dlvr.it&utm_medium=twitter
[19] http://FANTASYSPORTSGLOBAL.COM

Top URLs in Tweet in G1:
[2] https://www.mlb.com/news/kumar-rocker-does-not-sign-with-mets
[1] https://www.espn.com/mlb/insider/story/_/id/31941262/change-scenery-just-javier-baez-anthony-rizzo-kris-bryant-needed
[1] https://www.seattletimes.com/sports/mariners/extra-innings-podcast-wrapping-up-an-emotional-trade-deadline-for-the-mariners/
[1] https://www.cbssports.com/mlb/news/kris-bryant-mlb-trade-deadline-grades-giants-make-flawless-deal-as-they-attempt-to-hold-on-in-wild-nl-west/
[1] https://www.thescore.com/mlb/news/2190264?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.robinspost.com/news/sports-news/sports-daily-news/1412394-mlb-news-mlb-power-rankings-making-sense-of-the-post-trade-deadline-landscape-sports-illustrated.html
[1] https://bleacherreport.com/articles/2838859-can-brady-aiken-save-career-from-being-worst-mlb-draft-bust-of-all-time

Top URLs in Tweet in G2:
[41] https://eldiario.com/2021/07/28/juan-gonzalez-venezolano-electos-draft-mlb/
[19] http://FANTASYSPORTSGLOBAL.COM
[14] https://www.espn.com/mlb/story/_/id/31959004/mlb-power-rankings-week-17-where-all-30-teams-stand-trade-deadline?utm_source=dlvr.it&utm_medium=twitter
[8] https://www.espn.com/mlb/story/_/id/31942401/milwaukee-brewers-reunite-john-axford-via-trade-toronto-blue-jays?utm_source=dlvr.it&utm_medium=twitter
[7] https://scorebooklive.com/national/2021/08/04/mlb-trade-deadline-2021-looking-back-at-the-careers-of-top-players-who-switched-teams/
[6] https://twitter.com/stevenacohen2/status/1421962862377963521
[5] https://twitter.com/StevenACohen2/status/1421962862377963521
[5] https://www.mlb.com/news/each-team-s-biggest-post-trade-deadline-question
[5] https://stake.com/sports?c=registration&action=register&modal=auth
[4] https://www.instagram.com/accounts/login/

Top URLs in Tweet in G3:
[211] https://www.mlb.com/news/mlb-power-rankings-after-week-17
[4] https://www.audacy.com/sports/mlb/red-sox-president-sam-kennedy-takes-shot-at-yankees?utm_campaign=audacy.com%252Fsports&utm_content=1628186403&utm_medium=social&utm_source=twitter
[3] https://www.mlb.com/news/trade-deadline-prospect-hauls-ranked?t=mlb-pipeline-coverage
[3] https://linktr.ee/LockedOnOrioles
[3] https://www.mlb.com/news/remaining-questions-after-2021-trade-deadline
[3] https://www.mlb.com/news/henry-davis-no-1-pick-homers-in-pro-debut?t=mlb-pipeline-coverage
[3] https://www.mlb.com/news/each-team-s-biggest-post-trade-deadline-question
[2] https://www.cbssports.com/mlb/news/mlb-roundtable-which-contender-needed-to-do-more-at-the-trade-deadline/
[2] https://www.audacy.com/bigshownetwork
[2] https://www.buzzchomp.com/mlb-trade-deadline-decimates-cubs-nationals/

Top URLs in Tweet in G4:
[7] https://www.baseballamerica.com/stories/2021-mlb-draft-signing-deadline-team-by-team-breakdowns/
[6] https://www.baseballamerica.com/stories/ranking-every-prospect-dealt-at-the-2021-mlb-trade-deadline/
[6] https://www.pscp.tv/w/c9cih3R3LTI4Nzg1MjQ4NTF8MXZBR1J3QXFMcVJKbD28CkMpjegiW6v-ju42zMVafjp8iWl_K9WdAZVGreWD
[5] https://www.baseballamerica.com/rankings/2021-mlb-power-rankings/
[4] https://www.thebiglead.com/posts/mlb-rules-changes-proposal-make-the-whole-season-the-playoffs-01fc8fvz45xq
[3] https://www.baseballamerica.com/stories/2022-mlb-draft-prospects-with-the-loudest-scouting-tools-at-perfect-game-national/
[3] https://www.baseballamerica.com/stories/too-much-of-a-good-thing-pairing-mlb-draft-futures-game-creates-sensory-overload/
[3] https://www.mlb.com/news/mlb-power-rankings-after-week-17
[2] https://www.baseballamerica.com/stories/cam-collier-no-3-player-in-the-2023-class-reclassifies-for-2022-mlb-draft/
[2] https://www.mlb.com/news/trade-deadline-prospect-hauls-ranked?t=mlb-pipeline-coverage

Top URLs in Tweet in G5:
[17] https://www.mlb.com/news/trade-deadline-prospect-hauls-ranked?t=mlb-pipeline-coverage
[4] https://podcasts.apple.com/us/podcast/the-chase-thomas-podcast/id1192894433
[4] https://www.mlb.com/prospects/stats/draft-statistics/2021?dateRange=today
[4] https://www.mlb.com/news/trade-and-draft-signing-deadline-recap?t=mlb-pipeline-coverage
[4] https://www.mlb.com/news/pipeline-inbox-kumar-rocker-s-uncertain-future?t=mlb-pipeline-coverage
[3] https://www.mlb.com/news/jacob-steinmetz-elie-kligman-first-orthodox-jews-mlb-draft?t=mlb-pipeline-coverage
[3] https://lastwordonsports.com/baseball/2021/08/02/red-sox-at-trade-deadline/
[2] https://open.spotify.com/show/0P3EQFayw7esY9tZNT23WP?si=qKriAJ3ESR6on2l5g7ItWA&dl_branch=1
[2] https://open.spotify.com/show/0P3EQFayw7esY9tZNT23WP?si=zIxeockUR3e0aBqES5sVUg&dl_branch=1
[2] https://www.mlb.com/news/mlb-draft-signing-deadline-picks-unsigned?t=mlb-draft-coverage

Top URLs in Tweet in G6:
[4] https://ftw.usatoday.com/lists/mets-steve-cohen-tweet-twitter-reaction-kumar-rocker-draft-signed
[3] https://talkingotc.com/
[3] https://www.nj.com/yankees/2021/08/mlb-insider-praises-yankees-brian-cashman-for-trade-deadline-moves.html
[1] https://twitter.com/GotNoSperm/status/1423365088086482958
[1] https://sny.tv/articles/scouts-and-execs-on-state-of-mets-nl-east-after-2021-mlb-trade-deadline
[1] https://www.thescore.com/mlb/news/2190189
[1] https://www.thescore.com/mlb/news/2190302
[1] https://midwestswing2.libsyn.com/that-90s-baseball-pod-ep-3-the-trade-deadline
[1] https://twitter.com/jonheyman/status/1422291525174714377
[1] https://theathletic.com/2741410/2021/07/31/bowden-mlb-trade-deadline-grades-for-all-30-teams-from-the-dodgers-a-to-the-rockies-f/

Top URLs in Tweet in G7:
[19] https://www.thescore.com/mlb/news/2190225?utm_source=dlvr.it&utm_medium=twitter
[6] https://www.thescore.com/mlb/news/2190302?utm_source=dlvr.it&utm_medium=twitter
[4] https://www.sportsnet.ca/mlb/article/blue-jays-trade-rhp-john-axford-brewers-cash-considerations/
[4] https://www.nydailynews.com/sports/baseball/mets/ny-mets-fail-sign-first-round-draft-pick-kumar-rocker-20210801-lcnr4n3d4rhkdnte5coqzblhwq-story.html
[3] https://www.northjersey.com/story/sports/mlb/mets/2021/08/01/kumar-rocker-ny-mets-didnt-sign-first-round-pick-mlb-draft/5449725001/
[2] https://www.mlb.com/news/mlb-power-rankings-after-week-17
[2] https://www.blowoutcards.com/catalogsearch/result/index/?dir=asc&order=releasedate&q=2021+bowman
[2] https://www.sportsnet.ca/590/baseball-central-at-noon/blue-jays-gm-ross-atkins-returning-home-adding-trade-deadline/
[2] http://trib.al/7T81Txu
[2] https://jaysjournal.com/2021/08/02/blue-jays-changes-top-prospect-list-trade-deadline/

Top URLs in Tweet in G8:
[102] https://theathletic.com/2742831/2021/08/02/mlb-power-rankings-giants-on-the-rise-as-the-nl-west-dominates-our-trade-deadline-edition/?source=emp_shared_article
[3] https://theathletic.com/2745396/2021/08/02/mlb-trade-deadline-superlatives-bowden-on-the-most-improved-teams-worst-trade-most-creative-gm-and-more/
[2] https://podcasts.apple.com/us/podcast/the-athletic-baseball-show-a-show-about-mlb/id1558220009
[2] https://theathletic.com/2742831/2021/08/02/mlb-power-rankings-giants-on-the-rise-as-the-nl-west-dominates-our-trade-deadline-edition/
[1] https://twitter.com/ClintScoles/status/1423091688654966786
[1] https://grantland.com/features/the-mlb-draft-work-quite-possibly-immoral-replace-it/
[1] https://theathletic.com/2747083/2021/08/03/sarris-can-we-define-who-won-the-trade-deadline-did-a-team-win-it-did-the-game-itself-win/?source=twitterhq
[1] https://theathletic.com/2745396/2021/08/02/mlb-trade-deadline-superlatives-bowden-on-the-most-improved-teams-worst-trade-most-creative-gm-and-more/?source=twitterhq
[1] https://theathletic.com/2745396/2021/08/02/mlb-trade-deadline-superlatives-bowden-on-the-most-improved-teams-worst-trade-most-creative-gm-and-more/?source=user_shared_article
[1] https://theathletic.com/2741410/2021/07/31/bowden-mlb-trade-deadline-grades-for-all-30-teams-from-the-dodgers-a-to-the-rockies-f/?source=user_shared_article

Top URLs in Tweet in G9:
[95] https://www.thescore.com/mlb/news/2190225?utm_source=dlvr.it&utm_medium=twitter
[3] https://scorebooklive.com/washington/2021/08/01/skyview-product-12th-round-mlb-draft-pick-caden-vire-signs-with-milwaukee-brewers/
[3] https://www.takecoverpodcast.com/podcast/episode/f3733f57/take-cover-with-bones-and-barrows-episode-87-2021-mlb-week-17-recap-08022021
[2] https://www.thescore.com/mlb/news/2190302?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.baseballamerica.com/stories/baseball-america-prospect-report-aug-4-2021/
[1] https://www.thescore.com/mlb/news/2190264?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.thescore.com/mlb/news/2190189?utm_source=dlvr.it&utm_medium=twitter
[1] https://mikesixel.com/fixing-the-mlb-draft-part-one/
[1] https://www.baseballamerica.com/draft-history/mlb-draft-database/#/?Year=2019&Round=0&TeamId=0&Position=&SchoolName=&FourYearSchoolType=false&JuniorCollegeType=false&HighSchoolType=false&OtherSchoolType=false&StateOrCountry=&Signed=&SigningBonusMin=0&SigningBonusMax=5000&PlayerName=&OverallNumber=0
[1] https://www.thescore.com/mlb/news/2190264

Top URLs in Tweet in G10:
[5] https://sny.tv/
[5] https://www.cbssports.com/mlb/news/how-the-new-york-mets-botched-their-kumar-rocker-selection-in-the-2021-mlb-draft/
[2] https://www.cincinnati.com/restricted/?return=https:%2F%2Fwww.cincinnati.com%2Fstory%2Fsports%2Fmlb%2Freds%2F2021%2F08%2F05%2Fcincinnati-reds-bullpen-could-use-raisel-iglesias-after-trade%2F5497959001%2F
[2] https://www.freep.com/restricted/?return=https:%2F%2Fwww.freep.com%2Fstory%2Fsports%2Fcolumnists%2Fjeff-seidel%2F2021%2F08%2F04%2Fdetroit-tigers-2022-free-agency-shortstops-mlb-playoffs%2F5478550001%2F
[2] https://www.mlb.com/dodgers
[2] https://fieldlevelmedia.com/latest-stories/?storyId=102988
[2] https://sportsnaut.com/toronto-blue-jays-trade-john-axford-to-milwaukee-brewers/?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.mlb.com/news/each-team-s-biggest-post-trade-deadline-question
[1] https://www.cincinnati.com/story/sports/mlb/reds/2021/08/01/cincinnati-reds-nl-central-and-playoffs-standings-mix/5411657001/
[1] https://www.cincinnati.com/story/sports/mlb/reds/2021/08/02/mlb-trades-derek-johnson-analyzes-cincinnati-reds-new-relievers/5457543001/

Top Domains
Top Domains in Tweet in Entire Graph:
[356] mlb.com
[223] twitter.com
[159] theathletic.com
[145] thescore.com
[86] espn.com
[76] apple.com
[54] youtube.com
[50] cbssports.com
[46] eldiario.com
[45] spotify.com

Top Domains in Tweet in G1:
[2] mlb.com
[1] espn.com
[1] seattletimes.com
[1] cbssports.com
[1] thescore.com
[1] robinspost.com
[1] bleacherreport.com

Top Domains in Tweet in G2:
[107] twitter.com
[56] espn.com
[41] eldiario.com
[19] fantasysportsglobal.com
[16] cbssports.com
[15] mlb.com
[13] google.com
[9] blogspot.com
[8] mlbtraderumors.com
[8] si.com

Top Domains in Tweet in G3:
[227] mlb.com
[12] twitter.com
[11] audacy.com
[4] linktr.ee
[3] cbssports.com
[2] espn.com
[2] buzzchomp.com
[2] spotify.com
[2] facebook.com
[1] thescore.com

Top Domains in Tweet in G4:
[32] baseballamerica.com
[15] mlb.com
[8] twitter.com
[6] si.com
[6] theringer.com
[6] pscp.tv
[4] justbaseball.com
[4] thebiglead.com
[3] espn.com
[3] mlbdailydish.com

Top Domains in Tweet in G5:
[53] mlb.com
[10] twitter.com
[7] lastwordonsports.com
[5] apple.com
[5] atmlb.com
[4] spotify.com
[4] wsou.net
[2] theathletic.com
[2] mlbtraderumors.com
[2] mlbbro.com

Top Domains in Tweet in G6:
[5] usatoday.com
[4] nj.com
[3] talkingotc.com
[2] twitter.com
[2] thescore.com
[1] sny.tv
[1] libsyn.com
[1] theathletic.com
[1] mlbdailydish.com
[1] google.com

Top Domains in Tweet in G7:
[26] thescore.com
[12] sportsnet.ca
[6] nydailynews.com
[4] mlb.com
[3] northjersey.com
[3] forbes.com
[3] trib.al
[3] jaysjournal.com
[2] twitter.com
[2] nytimes.com

Top Domains in Tweet in G8:
[116] theathletic.com
[5] detroitnews.com
[3] baseballamerica.com
[3] sandiegouniontribune.com
[2] twitter.com
[2] apple.com
[1] grantland.com
[1] spotify.com
[1] mlb.com
[1] thescore.com

Top Domains in Tweet in G9:
[100] thescore.com
[4] scorebooklive.com
[3] takecoverpodcast.com
[2] baseballamerica.com
[1] mikesixel.com

Top Domains in Tweet in G10:
[6] cincinnati.com
[6] sny.tv
[6] cbssports.com
[4] mlb.com
[4] fieldlevelmedia.com
[3] freep.com
[2] trib.al
[2] sportsnaut.com
[1] bleacherreport.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[378] mlb
[167] rt
[85] baseball
[71] mets
[58] mlbdraft
[42] thehobby
[41] cubs
[41] yankees
[35] dodgers
[34] bluejays



Top Hashtags in Tweet in G1:
[2] mlb
[1] mlbdraft
[1] news

Top Hashtags in Tweet in G2:
[87] mlb
[29] baseball
[21] mlbtwitter
[13] sports
[11] yankees
[10] mets
[9] dodgers
[8] nba
[8] trade
[8] cubs

Top Hashtags in Tweet in G3:
[15] mlb
[13] mlbdraft
[7] cubs
[5] brewers
[4] natitude
[4] mets
[4] makeitmajor
[3] yoamoelbeis
[3] mlbxespn
[3] fantasybaseball

Top Hashtags in Tweet in G4:
[13] mlb
[7] yankees
[6] phillies
[4] mlbdraft
[3] marlins
[2] redsox
[2] cubs
[2] mlbtradedeadline
[1] kenleyjansen
[1] la

Top Hashtags in Tweet in G5:
[37] mlb
[23] thehobby
[23] collect
[19] mets
[14] mlbdraft
[9] mlbbro
[8] mlbtradedeadline
[6] pdpleague21
[6] redsox
[6] dodgers

Top Hashtags in Tweet in G6:
[6] mets
[2] mlb
[1] nfl
[1] sportscards
[1] collectibles
[1] webelieve
[1] angels
[1] baseball
[1] dodgers
[1] trade

Top Hashtags in Tweet in G7:
[22] bluejays
[8] mets
[3] mlbdraft
[2] collect
[2] mlb
[2] prospecting
[2] twins
[2] baseballcards
[2] baseballcentral

Top Hashtags in Tweet in G8:
[9] padres
[3] mlb
[1] mets
[1] dbacks
[1] cubs
[1] baseball

Top Hashtags in Tweet in G9:
[12] brewers
[2] cpbl
[1] mlbdraft

Top Hashtags in Tweet in G10:
[6] mlb
[5] reds
[3] rangers
[2] texasrangers
[2] angels
[2] milwaukeebrewers
[2] torontobluejays
[1] delinodeshields
[1] eliwhite
[1] yonnyhernandez

Top Words
Top Words in Tweet in Entire Graph:
[4220] mlb
[3302] draft
[2671] trade
[1806] deadline
[1495] team
[1415] players
[1343] baseball
[1317] player
[1072] buster_espn
[1019] association

Top Words in Tweet in G1:
[992] draft
[980] mlb
[979] buster_espn
[951] players
[943] player
[940] team
[929] absurd
[927] association
[927] jointly
[927] responsible

Top Words in Tweet in G2:
[513] trade
[458] mlb
[340] deadline
[267] draft
[229] baseball
[123] playoffs
[104] mets
[91] team
[87] #mlb
[85] teams

Top Words in Tweet in G3:
[674] mlb
[336] trade
[302] deadline
[216] full
[214] power
[214] rankings
[214] list
[211] shaken
[211] hankooktireusa
[186] draft

Top Words in Tweet in G4:
[266] mlb
[227] jeffpassan
[224] draft
[161] trade
[151] cubs
[142] chicago
[137] methodical
[137] calculated
[137] emotional
[137] inside

Top Words in Tweet in G5:
[214] mlb
[211] mlbpipeline
[188] draft
[179] first
[154] pick
[132] overall
[124] trade
[93] deadline
[93] 28
[78] pro

Top Words in Tweet in G6:
[265] draft
[229] baseball
[227] stevenacohen2
[211] time
[200] picks
[199] value
[198] education
[198] slot
[198] never
[195] worth

Top Words in Tweet in G7:
[119] draft
[110] mlb
[88] bnicholsonsmith
[82] player
[77] away
[70] nearly
[69] reminder
[69] current
[69] owner
[69] suppresses

Top Words in Tweet in G8:
[110] theathleticmlb
[103] full
[103] power
[103] rankings
[102] shots
[102] fired
[102] link
[102] weekly
[101] katiejwoo
[49] trade

Top Words in Tweet in G9:
[110] trade
[98] brewers
[95] blue
[95] jays
[95] axford
[94] thescoremlb
[33] draft
[21] mlb
[14] looking
[13] overall

Top Words in Tweet in G10:
[75] mlb
[72] draft
[66] scherzer
[66] picks
[65] max
[65] both
[64] clayton
[64] kershaw
[64] selected
[64] apart

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1630] trade,deadline
[1032] mlb,players
[1018] team,draft
[1018] draft,player
[1017] buster_espn,mlb
[1013] players,association
[1013] association,jointly
[1013] jointly,responsible
[1013] responsible,absurd
[1013] absurd,team

Top Word Pairs in Tweet in G1:
[930] buster_espn,mlb
[929] mlb,players
[928] team,draft
[928] draft,player
[927] players,association
[927] association,jointly
[927] jointly,responsible
[927] responsible,absurd
[927] absurd,team
[11] trade,deadline

Top Word Pairs in Tweet in G2:
[312] trade,deadline
[147] mlb,trade
[61] mlb,draft
[46] free,agency
[44] power,rankings
[44] draft,mlb
[41] mlb,power
[41] talento,venezolano
[41] venezolano,juan
[41] juan,gonzález

Top Word Pairs in Tweet in G3:
[289] trade,deadline
[245] mlb,trade
[213] power,rankings
[211] deadline,shaken
[211] shaken,power
[211] rankings,full
[211] full,list
[211] list,mlb
[211] mlb,hankooktireusa
[55] mlb,draft

Top Word Pairs in Tweet in G4:
[142] chicago,cubs
[137] cubs,methodical
[137] methodical,calculated
[137] calculated,emotional
[137] emotional,inside
[136] jeffpassan,chicago
[100] mlb,draft
[88] trade,deadline
[69] kumar,rocker
[45] mlb,trade

Top Word Pairs in Tweet in G5:
[84] overall,pick
[82] trade,deadline
[56] last,month
[52] jacob,steinmetz
[52] steinmetz,elie
[52] elie,kligman
[52] first,orthodox
[52] orthodox,jews
[51] kligman,made
[51] made,history

Top Word Pairs in Tweet in G6:
[199] baseball,draft
[199] draft,picks
[198] education,time
[197] time,baseball
[195] slot,value
[194] picks,worth
[194] worth,5x
[194] 5x,slot
[194] value,clubs
[194] clubs,never

Top Word Pairs in Tweet in G7:
[69] reminder,current
[69] current,mlb
[69] mlb,owner
[69] owner,draft
[69] draft,suppresses
[69] suppresses,player
[69] player,salaries
[69] salaries,huge
[69] huge,extent
[69] extent,taking

Top Word Pairs in Tweet in G8:
[103] power,rankings
[102] shots,fired
[102] fired,theathleticmlb
[102] theathleticmlb,full
[102] full,link
[102] link,weekly
[102] weekly,power
[101] katiejwoo,shots
[24] trade,deadline
[13] two,months

Top Word Pairs in Tweet in G9:
[95] blue,jays
[95] jays,trade
[95] axford,brewers
[94] trade,axford
[93] thescoremlb,blue
[12] garrett,mitchell
[12] mitchell,looking
[12] looking,steal
[12] steal,2020
[12] 2020,draft

Top Word Pairs in Tweet in G10:
[66] mlb,draft
[65] max,scherzer
[64] clayton,kershaw
[64] kershaw,max
[64] scherzer,selected
[64] selected,picks
[64] picks,apart
[64] apart,2006
[64] 2006,mlb
[64] draft,teammates

Top Replied-To
Top Replied-To in Entire Graph:
@mlb
@buster_espn
@jonheyman
@stevenacohen2
@mets
@reds
@nationals
@jonathanmayo
@phillies
@yankees

Top Replied-To in G1:
@buster_espn
@southside1972
@stefanbackstrom
@texdec1845
@canth0ldme
@debbieljtx
@therealacon
@mr_sunshine2001
@mrmaddness
@swenn26

Top Replied-To in G3:
@mlb
@jonheyman
@nationals
@phillies
@pat079577335
@jwsv2_
@blueshockeygrl
@dgrgabe
@dc_donny7
@psltoflushing

Top Replied-To in G4:
@mlb
@chrisgammello
@jeffpassan
@twweetin_it
@jonheyman
@waddleandsilvy
@mikescudiero
@rangers
@dodgers_jacob
@colindouglass10

Top Replied-To in G5:
@mlb
@mets
@jonathanmayo
@yankees
@andrew28559698
@sfgiants
@maryl1973
@stewwillowwood
@ibwaa
@tim815

Top Replied-To in G6:
@stevenacohen2
@michaelgbaron
@postalloser
@billpaganism
@davidfleee
@jaseidler
@mets
@beaneaterb
@mr_grission
@sheakitten

Top Replied-To in G7:
@sportsnet
@donnieb52184617
@tylerkepner
@donnamedlon
@bencurious1
@vindictiveb69
@cathiebargenda
@vanisle7
@deeshathosar
@ericscott21

Top Replied-To in G8:
@jazayerli
@dhs19921
@theathletic
@briant1
@a_jarnold
@thetonyfiorigli
@jaredlankes
@outofthevines
@sergiomquintero
@jimcosta_

Top Replied-To in G9:
@travis_sawchik
@wisconsinwan03
@goodolks

Top Replied-To in G10:
@prestonamato
@joeymonzo
@jolly_olive
@smaiibaii
@rbsbol
@stevegelbs
@democracyisjust
@shiloh102957

Top Mentioned
Top Mentioned in Entire Graph:
@buster_espn
@mlb
@mlbpipeline
@jeffpassan
@hankooktireusa
@stevenacohen2
@theathleticmlb
@katiejwoo
@thescoremlb
@bnicholsonsmith

Top Mentioned in G1:
@buster_espn
@ryandivish
@skyler2202
@roll1rish
@yipatus2lee
@cokeadddict
@lchip7
@gmay251
@bnicholsonsmith

Top Mentioned in G2:
@fantasy_global
@joseluckyman
@ahmerzdfs
@boombaca
@butch4719
@daveargue99
@rotoballermlb
@rabidllamas
@adrastosno

Top Mentioned in G3:
@mlb
@hankooktireusa
@nationals
@mlbpipeline
@jonheyman
@milbadvocates
@dodgers
@carsdotcom
@psltoflushing
@cubs

Top Mentioned in G4:
@jeffpassan
@baseballamerica
@jonmorosi
@jjcoop36
@mlb
@kileymcd
@buster_espn
@sfgiants
@rangers
@max_scherzer

Top Mentioned in G5:
@mlbpipeline
@mlb
@mets
@redsox
@dodgers
@whitesox
@sfgiants
@astros
@brewers
@padres

Top Mentioned in G6:
@stevenacohen2
@buster_espn
@edsdt1234
@jaseidler
@brandon_warne
@forthewin
@martinonyc
@tomhoefwrites
@greggolson30
@birdievonwigg

Top Mentioned in G7:
@bnicholsonsmith
@sportsnet
@thescore
@ap_sports
@justinctoscano
@buster_espn
@jeffpassan
@forbessports
@mlbpipeline
@jjcoop36

Top Mentioned in G8:
@theathleticmlb
@katiejwoo
@jimbowdengm
@sdutsanders
@jazayerli
@buster_espn
@storm_baseball
@jon_greenberg
@jeffpassan
@theblogfines

Top Mentioned in G9:
@thescoremlb
@mass_haas
@ridinrosters
@buster_espn
@southsidesox89
@andybuhler
@mlb
@jeffpassan
@stevenacohen2

Top Mentioned in G10:
@blakeharristbla
@nynjharper
@snytv
@seideljeff
@charlieg__
@nightengalejr
@anthon
@anthonydicomo
@stevenacohen2
@buster_espn

Top Tweeters
Top Tweeters in Entire Graph:
@knewz_currently
@sportsbookbtc
@berkleybearnews
@robinsnewswire
@eazeee2004
@newsoneplace
@gambiste1
@raymond_norman
@mattmurph24
@aprinc3ss88

Top Tweeters in G1:
@robinsnewswire
@aprinc3ss88
@teshawnedmonds
@briangantt1
@ihitcurves
@kingshaundiz
@nakesha_horsey
@forevershinin
@txinmysprite
@bigpimpinet

Top Tweeters in G2:
@knewz_currently
@sportsbookbtc
@berkleybearnews
@newsoneplace
@raymond_norman
@cheezwitham
@hipeoplebiz
@ahmadnormaulana
@lucas_wyrsch
@usrealitycheck

Top Tweeters in G3:
@quintero_funes
@freddy13perez
@nickkemp12
@rudedogreyes
@davidwon4206
@twood3
@utzaake
@champs13
@djradar
@espnmx

Top Tweeters in G4:
@mattmurph24
@vinaco21
@paxnostrum
@iamvega1982
@hottakeharry
@mikeydusse
@victorsharma12
@hellaadz
@hgomez27
@dagaustin2000

Top Tweeters in G5:
@eazeee2004
@jmramos1701d
@slate
@stacegots
@carlitalincecum
@tjsutton12
@robert_lwos
@bsupimp
@ajc
@jessespector

Top Tweeters in G6:
@jjfan18
@americancflfan
@sportsfeedia
@__kristinf34
@tbraystwins
@michaelgbaron
@joe_makar
@chitownsports
@vodkasnowflake
@ddebroy84

Top Tweeters in G7:
@bronxfanatic
@biggles14
@thomasmarinojr
@patsandjays
@nydailynews
@daveshreeve
@tenebalmor
@thescore
@sportsnet
@2xaught7

Top Tweeters in G8:
@neilyoungsaveus
@heyo_chavlee
@weei
@lynn_henning
@chrisduerr
@enosarris
@pjgreentv
@tomaztec
@fansided
@theblogfines

Top Tweeters in G9:
@morgandavii
@patsnation87
@advancedstats23
@naaskaleem
@beenthrifty
@nostresstalton
@kurtludden19
@moochiebadazz
@sadguardiansfan
@zackmann1997

Top Tweeters in G10:
@ohh_daisyy
@freep
@baycrab3
@thenickybands
@virgoinservice
@polygirl32
@freepsports
@jflannez19
@ccgrime
@ewokinla


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