(baseball OR MLB) (playoffs OR trade OR draft), Twitter, 8/7/2020 11:06:15 PM, 232128


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(baseball OR MLB) (playoffs OR trade OR draft)_2020-08-07_15-21-38.xlsx
(baseball OR MLB) (playoffs OR trade OR draft)_2020-08-07_15-21-38.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 07, 2020
Short Description:
(baseball OR MLB) (playoffs OR trade OR draft) via NodeXL https://bit.ly/30CQbi9
@mlb
@mlbpipeline
@willbrinson
@d1baseball
@sportfire4fan
@a_s12
@djera
@cespedesbbq
@dbacks
@bnightengale

Top hashtags:
#mlb
#nba
#nhl
#baseball
#mets
#yankees
#nfl
#playoffs
#mlbdraft

Description:
Description
The graph represents a network of 9,031 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, 07 August 2020 at 22:28 UTC.

The requested start date was Friday, 07 August 2020 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 6-day, 11-hour, 56-minute period from Thursday, 30 July 2020 at 15:47 UTC to Thursday, 06 August 2020 at 03:43 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 : 9031
Unique Edges : 7257
Edges With Duplicates : 7498
Total Edges : 14755
Number of Edge Types : 5
Mentions : 3267
Replies to : 1872
Retweet : 3158
MentionsInRetweet : 4401
Tweet : 2057
Self-Loops : 2104
Reciprocated Vertex Pair Ratio : 0.0271875713959333
Reciprocated Edge Ratio : 0.0529359430604982
Connected Components : 2342
Single-Vertex Connected Components : 1148
Maximum Vertices in a Connected Component : 3833
Maximum Edges in a Connected Component : 8285
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.915887
Graph Density : 0.000110263736584446
Modularity : 0.61287
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 9,031 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, 07 August 2020 at 22:28 UTC.

The requested start date was Friday, 07 August 2020 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 6-day, 11-hour, 56-minute period from Thursday, 30 July 2020 at 15:47 UTC to Thursday, 06 August 2020 at 03:43 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:
[37] https://www.mlb.com/news/orioles-reaching-playoffs-isn-t-so-unlikely
[33] https://theelitearena.com/collections/wardens-locks/products/mlb-season
[20] https://www.latimes.com/sports/story/2020-08-03/marlins-cardinals-tigers-postponed-coronavirus-derek-jeter
[18] https://twitter.com/miketrout/status/1289691977131233280
[17] https://www.mlb.com/mets/news/billy-hamilton-acquired-by-mets
[17] https://www.nfldraftdiamonds.com/2020/08/amir-postley/
[17] https://twitter.com/aubrey_huff/status/1289966731037831168
[12] https://theelitearena.com/collections/the-don/products/don-mlb-pass
[12] https://oneightyathletics.com/armcarediscount1?aff_sub=July2020&aff_sub2=&affiliate_id=910466&cookiepreview=false&noautoplay=false&nopopup=false
[11] https://theprophetpicks.com/collections/all-access-passes/products/mlb-season-playoffs

Top URLs in Tweet in G1:
[14] https://twitter.com/miketrout/status/1289691977131233280
[12] https://oneightyathletics.com/armcarediscount1?aff_sub=July2020&aff_sub2=&affiliate_id=910466&cookiepreview=false&noautoplay=false&nopopup=false
[12] https://theelitearena.com/collections/the-don/products/don-mlb-pass
[11] https://theprophetpicks.com/collections/all-access-passes/products/mlb-season-playoffs
[7] https://thejudgepicks.com/collections/season-passes/products/mlb-season
[5] https://www.nytimes.com/aponline/2020/08/01/sports/baseball/ap-bbo-virus-outbreak-mlb-manfred-interview.html?partner=IFTTT
[4] https://www.espn.com/mlb/story/_/id/29576592/miami-marlins-see-2b-isan-diaz-opt-acquire-lhp-richard-bleier-trade?utm_source=dlvr.it&utm_medium=twitter
[4] https://bleacherreport.com/articles/2902755-mlb-trade-rumors-mets-land-billy-hamilton-from-giants-for-jordan-humphreys
[4] https://www.mlb.com/news/orioles-reaching-playoffs-isn-t-so-unlikely
[3] https://www.nytimes.com/reuters/2020/07/31/sports/baseball/31reuters-baseball-india-mlb-feature.html?partner=IFTTT

Top URLs in Tweet in G2:
[3] https://www.thescore.com/mlb/news/1993993?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.mlb.com/live-stream-games/subscribe?affiliateId=MLBTVREDIRECT
[2] https://www.thescore.com/mlb/news/1996298?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.mlb.com/news/orioles-reaching-playoffs-isn-t-so-unlikely?tcid=tw_article_
[2] https://www.redreporter.com/2019/1/21/18189845/reds-yankees-trade-sonny-gray-shed-long
[2] https://twitter.com/mlb/status/1289379566155333632
[2] https://www.mlb.com/draft/tracker/drafted/team/cubs
[2] https://www.mlb.com/news/richard-bleier-traded-from-orioles-to-marlins?tcid=tw_article_
[2] https://alleverythingentertainment.com/mlb-playoffs-to-have-16-teams/
[2] http://alleverythingentertainment.com/mlb-playoffs-to-have-16-teams/

Top URLs in Tweet in G3:
[5] https://www.mlb.com/news/inbox-rocker-or-leiter-in-2021-draft?t=mlb-pipeline-coverage
[3] https://www.mlb.com/news/jo-adell-luis-robert-and-kyle-lewis-comparison?t=mlb-pipeline-coverage
[1] https://www.mlb.com/draft/tracker/2020/all/team/giants
[1] https://www.mlb.com/news/landon-knack-motivated-by-2020-draft?t=mlb-pipeline-coverage
[1] https://www.mlb.com/prospects/top100/jo-adell-666176
[1] https://www.mlb.com/prospects/athletics/james-kaprielian-621076
[1] https://twitter.com/MartinJGallegos/status/1290726063497072640
[1] https://www.mlb.com/prospects/giants/jimmy-glowenke-694368
[1] https://twitter.com/rainsj7/status/1291205321520709633
[1] https://www.mlb.com/mets/news/billy-hamilton-acquired-by-mets

Top URLs in Tweet in G4:
[3] https://12ozsportsradio.com/12oz-sports-fantasy-baseball-draft/
[1] https://twitter.com/garymo2007/status/1290649394535182337
[1] https://twitter.com/atrupar/status/1290980228437815297
[1] https://theathletic.com/1975182/2020/08/05/drellich-early-stoppages-show-neutral-sites-are-key-for-playoffs-if-they-happen/
[1] https://kingstreetlinden.com/blog/mlb-regular-season-over-nhl-playoffs
[1] https://www.tcmartinshow.com/
[1] https://theathletic.com/1969885/2020/08/03/can-the-pirates-turn-it-around-these-3-questions-could-provide-some-answers/?source=twittered
[1] http://www.talkers.com/2020-talkers-sports-heavy-hundred-%E2%80%A2-1-25/
[1] https://twitter.com/EsportesNaTV/status/1290041927983722496
[1] https://twitter.com/FOXSportsCbus/status/1290072707590238210

Top URLs in Tweet in G5:
[4] https://www.newsday.com/sports/baseball/mets/david-peterson-mets-braves-amed-rosario-jeff-mcneil-1.47659602
[3] https://newsinteractive.post-gazette.com/the-north-shore-drive-sports-podcast/
[2] https://www.baseball-reference.com/leagues/MLB/2020-playoff-odds.shtml
[2] https://twitter.com/MikeDPersak/status/1291112300406091777
[1] https://www.baseball-reference.com/players/c/casteni01.shtml
[1] https://comon.network/2020/07/31/the-pittsburgh-pirates-and-mlbs-trade-deadline-a-complete-history/
[1] https://www.mlb.com/gameday/angels-vs-mariners/2020/08/04/631057#game_state=live,game_tab=,game=631057
[1] https://twitter.com/Mariners/status/1290769481027825664
[1] https://twitter.com/PitchingNinja/status/1290822220567191554
[1] https://prospects365.com/2020/07/26/2021-mlb-draft-mason-mcraes-top-50/

Top URLs in Tweet in G6:
[5] https://www.wcnc.com/article/news/health/coronavirus/mlb-commissioner-rob-manfred-confident-despite-covid-19/507-a8b1ee86-54a9-4c71-848f-ea1443d28e03
[2] https://www.radio.com/youbetteryoubet
[1] https://www.latimes.com/sports/story/2020-08-03/marlins-cardinals-tigers-postponed-coronavirus-derek-jeter
[1] https://www.usatoday.com/story/sports/mlb/columnist/bob-nightengale/2019/10/05/mlb-playoffs-twins-randy-dobnak-uber-driver-alds-starter/3879148002/
[1] https://theathletic.com/1967128/2020/08/01/myriad-os-thoughts-trading-richard-bleier-chris-davis-returns-an-opt-out/?source=emp_shared_article
[1] https://www.radio.com/sports/mlb/mets-trade-for-speedy-outfielder-billy-hamilton-with-giants
[1] https://www.usatoday.com/story/sports/mlb/columnist/bob-nightengale/2019/08/29/nick-castellanos-cubs-biggest-trade-impact/2148651001/

Top URLs in Tweet in G7:
[1] https://twitter.com/Ken_Rosenthal/status/1290299846054748161
[1] https://twitter.com/miketrout/status/1289691977131233280
[1] https://cms.megaphone.fm/channel/ESP6037677737?selected=ESP5338889498
[1] https://www.mlb.com/news/inbox-rocker-or-leiter-in-2021-draft?t=mlb-pipeline-coverage
[1] https://twitter.com/BNightengale/status/1289254397503889409

Top URLs in Tweet in G8:
[6] https://d1baseball.com/prospects/2021-college-top-150-prospect-rankings/
[5] https://www.mlb.com/draft/2020
[4] https://d1baseball.com/prospects/2021-draft-reports-college-prospects-1-5/
[2] https://247sports.com/college/north-carolina-state/Article/Jose-Torres-Tyler-McDonough-MLB-Draft-NC-State-Baseball-D1Baseball-Top-50-149824745/
[1] https://d1baseball.com/analysis/crystal-ballin-eight-for-omaha-in-2021/
[1] https://d1baseball.com/prospects/2020-mlb-draft-college-top-100-prospects/
[1] https://d1baseball.com/prospects/scouting-reports-for-nondrafted-free-agent-signings/
[1] https://d1baseball.com/prospects/2021-draft-reports-college-prospects-6-10/
[1] https://t.co/qkdV3EcH2o?amp=1
[1] https://athletics.bellarmine.edu/news/2020/8/1/higgins-cited-among-mlb-draft-prospects-of-summer-league-team-by-dibaseball.aspx

Top URLs in Tweet in G9:
[16] https://twitter.com/aubrey_huff/status/1289966731037831168

Top URLs in Tweet in G10:
[14] https://www.mlb.com/mets/news/billy-hamilton-acquired-by-mets
[1] https://www.espn.com/mlb/story/_/id/29570676/inside-new-boston-red-sox-boss-chaim-bloom-wild-first-280-days-job
[1] https://twitter.com/kaitlyncmcgrath/status/1288889817095446534
[1] https://theathletic.com/1938105/2020/07/20/pittsburgh-pirates-trade-rumors-keone-kela-2020-mlb-hot-stove/
[1] https://theathletic.com/1816970/2020/05/26/griffey-a-pirate-chipper-a-tiger-the-mlb-draft-rule-that-changed-history/
[1] https://bleacherreport.com/articles/2895061-ranking-all-30-mlb-farm-systems-after-2020-mlb-draft-results
[1] https://www.tmz.com/2020/08/02/reese-mcguire-blue-jays-public-masturbation-arrest-video-case-mlb/
[1] https://open.spotify.com/episode/1huBHHG28RhEIOP1MBjiJh?si=rmJ13iK7Ru-0Z9qwN87TRQ

Top Domains
Top Domains in Tweet in Entire Graph:
[349] twitter.com
[112] mlb.com
[54] theelitearena.com
[38] espn.com
[24] youtube.com
[24] instagram.com
[24] mlbtraderumors.com
[23] latimes.com
[20] ebay.com
[19] freep.com

Top Domains in Tweet in G1:
[187] twitter.com
[20] mlbtraderumors.com
[18] espn.com
[17] theelitearena.com
[13] instagram.com
[13] theprophetpicks.com
[12] mlb.com
[12] oneightyathletics.com
[10] ebay.com
[9] nytimes.com

Top Domains in Tweet in G2:
[21] twitter.com
[15] mlb.com
[5] thescore.com
[4] alleverythingentertainment.com
[3] si.com
[3] instagram.com
[3] forbes.com
[2] mlbdailydish.com
[2] mlbtraderumors.com
[2] redreporter.com

Top Domains in Tweet in G3:
[15] mlb.com
[6] twitter.com
[1] co.jp
[1] soconsports.com

Top Domains in Tweet in G4:
[7] twitter.com
[3] 12ozsportsradio.com
[2] theathletic.com
[1] kingstreetlinden.com
[1] tcmartinshow.com
[1] talkers.com
[1] spotify.com

Top Domains in Tweet in G5:
[6] twitter.com
[6] newsday.com
[3] baseball-reference.com
[3] post-gazette.com
[3] mlb.com
[2] prospects365.com
[1] comon.network
[1] overtimeheroics.net
[1] nwsdy.li
[1] sabr.org

Top Domains in Tweet in G6:
[5] wcnc.com
[3] radio.com
[2] usatoday.com
[1] latimes.com
[1] theathletic.com

Top Domains in Tweet in G7:
[3] twitter.com
[1] megaphone.fm
[1] mlb.com

Top Domains in Tweet in G8:
[14] d1baseball.com
[5] mlb.com
[2] 247sports.com
[2] twitter.com
[2] atmlb.com
[1] t.co
[1] bellarmine.edu

Top Domains in Tweet in G9:
[16] twitter.com

Top Domains in Tweet in G10:
[14] mlb.com
[2] theathletic.com
[1] espn.com
[1] twitter.com
[1] bleacherreport.com
[1] tmz.com
[1] spotify.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[371] mlb
[90] nba
[71] nhl
[68] baseball
[50] mets
[49] yankees
[48] nfl
[41] playoffs
[41] mlbdraft
[38] royals



Top Hashtags in Tweet in G1:
[109] mlb
[29] baseball
[19] nba
[18] nhl
[16] mets
[13] sports
[12] yankees
[12] redsox
[10] nfl
[10] mlb2020

Top Hashtags in Tweet in G2:
[35] mlb
[9] braves
[8] yankees
[7] baseball
[6] mikesoroka
[6] coronavirus
[5] playoffs
[5] maxfried
[5] redsox
[4] worldseries

Top Hashtags in Tweet in G3:
[21] royals
[10] sfgiants
[5] yankees
[2] mlbdraft
[1] dodgers
[1] pirates
[1] npb

Top Hashtags in Tweet in G4:
[5] mlb
[5] stanleycup
[3] letsgobucs
[3] 12ozsports
[3] boycottnike
[2] royals
[2] nhl
[2] cbj
[1] twins
[1] letsgopens

Top Hashtags in Tweet in G5:
[15] pirates
[12] mets
[7] rockies
[6] lgm
[6] mlb
[3] metstwitter
[3] mntwins
[2] whitesox
[2] braves
[2] nym

Top Hashtags in Tweet in G6:
[7] youbetteryoubet
[7] powerhour
[7] analytics
[6] mlb
[1] stanleycup
[1] westvirginia
[1] forthea
[1] ai
[1] bigdata
[1] artificialintelligence

Top Hashtags in Tweet in G7:
[10] mlb
[3] yankees
[3] orioles
[3] twins
[3] whitesox
[3] astros
[3] marlins
[3] baseball
[2] indians
[2] basketball

Top Hashtags in Tweet in G8:
[30] illini
[24] pack9
[10] mlbdraft
[4] d1baseball
[3] swordsupbu
[2] mariners
[2] mets
[2] cubs
[2] redsox
[2] bluejays

Top Hashtags in Tweet in G10:
[1] mlb
[1] pirates

Top Words
Top Words in Tweet in Entire Graph:
[4029] mlb
[3162] playoffs
[2141] baseball
[1926] draft
[1414] trade
[1375] season
[681] teams
[670] games
[636] team
[624] one

Top Words in Tweet in G1:
[781] mlb
[728] playoffs
[403] baseball
[365] season
[339] trade
[245] draft
[156] games
[134] nba
[134] teams
[131] team

Top Words in Tweet in G2:
[523] mlb
[283] playoffs
[196] season
[153] trade
[106] jonmorosi
[106] one
[97] great
[85] draft
[85] early
[82] jacoby

Top Words in Tweet in G3:
[253] mlbpipeline
[184] here's
[178] prospect
[177] being
[175] know
[174] called
[172] adell
[172] angels
[171] baseball's
[171] jo

Top Words in Tweet in G4:
[98] mlb
[97] playoffs
[65] nba
[64] nhl
[41] baseball
[34] nfl
[29] season
[19] games
[18] back
[18] full

Top Words in Tweet in G5:
[103] trade
[63] mets
[63] baseball
[49] mlb
[38] draft
[35] worst
[33] one
[31] today
[31] gmbvw
[24] baseball_ref

Top Words in Tweet in G6:
[250] nfl
[126] draft
[126] espn
[126] 15
[125] first
[125] event
[125] pandemic
[125] break
[125] abc
[125] network

Top Words in Tweet in G7:
[80] playoffs
[68] mlb
[36] jonheyman
[35] season
[30] teams
[29] games
[28] baseball
[28] bubble
[26] jeffpassan
[17] draft

Top Words in Tweet in G8:
[146] draft
[127] mlb
[114] top
[77] prospects
[76] 2021
[70] 150
[62] d1baseball
[48] d1baseball's
[43] prospect
[43] two

Top Words in Tweet in G9:
[147] playoffs
[146] during
[145] guy
[145] literally
[145] wore
[145] wife
[145] underwear
[145] mlb
[144] willbrinson
[2] being

Top Words in Tweet in G10:
[123] mlb
[115] history
[110] player
[88] 19
[74] cespedesbbq
[59] trade
[48] baseball
[48] draft
[42] division
[36] games

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[641] mlb,draft
[411] mlb,playoffs
[228] make,playoffs
[228] jo,adell
[207] nfl,draft
[203] draft,pick
[202] nhl,playoffs
[195] need,know
[193] being,called
[193] mlb,season

Top Word Pairs in Tweet in G1:
[105] mlb,playoffs
[88] mlb,season
[84] playoffs,despite
[71] mlb,draft
[67] season,playoffs
[66] nhl,playoffs
[61] manfred,confident
[59] trade,deadline
[56] despite,virus
[55] mlb,trade

Top Word Pairs in Tweet in G2:
[82] jacoby,jones
[82] jones,349
[82] 349,ops
[82] ops,one
[82] one,impressive
[82] impressive,hitters
[82] hitters,mlb
[82] mlb,early
[82] early,season
[82] season,great

Top Word Pairs in Tweet in G3:
[174] being,called
[171] baseball's,prospect
[171] prospect,jo
[171] jo,adell
[171] adell,reportedly
[171] reportedly,being
[171] called,angels
[171] angels,here's
[171] here's,need
[171] need,know

Top Word Pairs in Tweet in G4:
[18] nhl,playoffs
[13] nba,mlb
[10] mlb,nfl
[8] nba,nhl
[8] nhl,mlb
[8] playoffs,start
[7] nhl,nba
[7] stanley,cup
[7] looking,forward
[7] forward,full

Top Word Pairs in Tweet in G5:
[15] mlb,draft
[11] #pirates,losing
[11] losing,tonight
[11] tonight,cheer
[11] cheer,pittsburgh
[11] pittsburgh,baseball_ref
[11] baseball_ref,still
[11] still,projecting
[11] projecting,today
[11] today,re

Top Word Pairs in Tweet in G6:
[125] first,event
[125] event,pandemic
[125] pandemic,break
[125] break,nfl
[125] nfl,draft
[125] draft,abc
[125] abc,espn
[125] espn,nfl
[125] nfl,network
[125] network,15

Top Word Pairs in Tweet in G7:
[9] draft,picks
[8] make,playoffs
[8] __zay23,jonheyman
[7] adamschiavone,dylanwr510
[7] dylanwr510,__zay23
[6] games,day
[6] mlb,consider
[6] consider,moving
[6] moving,teams
[6] teams,hawaii

Top Word Pairs in Tweet in G8:
[126] mlb,draft
[70] top,150
[67] draft,prospects
[48] d1baseball's,top
[47] 2021,mlb
[41] draft,prospect
[41] 150,2021
[30] prospect,nation
[30] nation,d1baseball
[30] d1baseball,#illini

Top Word Pairs in Tweet in G9:
[145] guy,literally
[145] literally,wore
[145] wore,wife
[145] wife,underwear
[145] underwear,during
[145] during,mlb
[145] mlb,playoffs
[144] willbrinson,guy

Top Word Pairs in Tweet in G10:
[110] mlb,history
[108] player,mlb
[74] cespedesbbq,19
[36] jo,adell
[35] 19,755th
[35] 755th,player
[35] history,jo
[35] adell,dad
[35] dad,scott
[35] scott,drafted

Top Replied-To
Top Replied-To in Entire Graph:
@mlb
@jonmorosi
@jeffpassan
@dejan_kovacevic
@anthonydicomo
@jonheyman
@miketrout
@claytravis
@dobrienatl
@espnfansupport

Top Replied-To in G1:
@todayyankees

Top Replied-To in G2:
@mlb
@jonmorosi
@redsox
@royalsfarm
@baueroutage
@helpwoshe
@trentcope3
@collinsj180
@jareduwwuwuwu
@tanakatime

Top Replied-To in G3:
@buster_espn
@metsdelusional
@tlhstuff
@hoodiearod
@jonathanmayo
@willlew51464805
@bobbymilone29
@nickjfaleris
@virginiayankee1
@j_nyy

Top Replied-To in G4:
@realdonaldtrump
@cbfowler
@foxsportscbus
@pirates
@nhl
@nickcradio
@nfl
@bcomptonnhl
@nba
@jasonbayjr

Top Replied-To in G5:
@ftlo_baseball
@gmbvw
@mikemayermmo
@jmackeypg
@evanrobertswfan
@metsanalytics_
@jaysonl56
@metssouthfla
@chisoxfanmike
@mason_mcrae

Top Replied-To in G6:
@wfan660
@a_s12
@bnightengale
@qheintz

Top Replied-To in G7:
@jeffpassan
@jonheyman
@martinopuccio
@ken_rosenthal
@mikelupica
@mlb
@craigmish
@squirrelbball
@baseball_dorks
@bwildemtl

Top Replied-To in G9:
@edgex10
@simplykarrr

Top Replied-To in G10:
@anthonydicomo
@kyler416
@coveysburner
@stephenjnesbitt
@chicagobeersnob
@dandlaf
@kfcbarstool
@theclemreport
@smilodon48
@jordasch

Top Mentioned
Top Mentioned in Entire Graph:
@mlb
@mlbpipeline
@willbrinson
@a_s12
@d1baseball
@jonmorosi
@cespedesbbq
@nhl
@nba
@baseballcentrai

Top Mentioned in G1:
@dirtyrickdfs
@ntsports
@billy947
@rothpodcast
@dynamitepicks
@oddswarehouse
@asvpkb
@thereliefroom
@theendzonepod

Top Mentioned in G2:
@mlb
@jonmorosi
@yankees
@mlbnetwork
@marlins
@dodgers
@twins
@cubs
@reds
@braves

Top Mentioned in G3:
@mlbpipeline
@jimcallismlb
@mlb
@vucommodore
@sfgiants
@d1baseball
@maxtgoodman
@npb_reddit
@soxmachine_josh
@vandyboy

Top Mentioned in G4:
@mlb
@nhl
@nba
@nfl
@pirates
@12ozsports
@nataliekalibat
@nascar
@19fredlynn
@wnba

Top Mentioned in G5:
@mets
@gmbvw
@baseball_ref
@jaysonst
@mlb
@raysbaseball
@timbhealey
@mason_mcrae
@ot_heroics
@sabr

Top Mentioned in G6:
@a_s12
@bnightengale
@thekostos
@elihershkovich
@danconnolly2016
@nickcaminowkyc
@ronald_vanloon
@usatoda
@youbetteryoubet
@wcnc

Top Mentioned in G7:
@jonheyman
@jeffpassan
@mlb
@__zay23
@ken_rosenthal
@adamschiavone
@dylanwr510
@therealjhair
@karlravechespn
@teixeiramark25

Top Mentioned in G8:
@d1baseball
@illinibaseball
@ncstatebaseball
@j28t_
@b23comia
@baseballknights
@matt_higgs10
@olemissbsb
@gunnarhoglund
@dougnikhazy

Top Mentioned in G9:
@willbrinson
@mlbpipeline

Top Mentioned in G10:
@cespedesbbq
@stephenjnesbitt
@anthonydicomo
@joonlee
@coveysburner
@thatbaseballfan
@tipping_pitches
@bnightengale
@sonicsean89
@willbrinson

Top Tweeters
Top Tweeters in Entire Graph:
@dogandwinelover
@thebookofginko
@sportsbookbtc
@easy_branches
@eazeee2004
@hrblock_21
@medicinehelp
@betfastcom
@mr_stixx
@gottalaff

Top Tweeters in G1:
@sportsbookbtc
@medicinehelp
@betfastcom
@jenkers_en
@andyvermaut
@nycking
@houstonfan00
@isaacfromfl
@klew24
@wltx

Top Tweeters in G2:
@dogandwinelover
@hrblock_21
@vinaco21
@sarah052794
@thomasmarinojr
@fourwitthefive
@wtop
@djradar
@lakerscanes305
@buffy619

Top Tweeters in G3:
@eazeee2004
@garcia_daniel30
@mar_e_o17
@theblackkaner88
@sdot_meezy
@kcdave85
@celtsbanner18
@billsmafia178
@oneofakind88
@rock1er

Top Tweeters in G4:
@cipherequality
@thr
@news1130
@abc
@joylladiebnx
@nba
@tvasports
@nfl
@strokeracekid
@nhl

Top Tweeters in G5:
@rebels2008
@dagaustin2000
@baycrab3
@vladimirlik
@alandexter2020
@donaldverger
@barstoolbigcat
@mikemayermmo
@joe40094073
@maktheknife2000

Top Tweeters in G6:
@saizdeku
@magee333
@ssxman2
@usatoday
@enrirosasdiaz
@caribelli
@wcnc
@ryanracing71
@dion_jtsports
@1057fmthefan

Top Tweeters in G7:
@shoshpd
@hotlinejosh
@chitownsports
@670thescore
@bchsports
@jonheyman
@seanmohen
@bwildemtl
@nextlevelbb
@padresdiehard

Top Tweeters in G8:
@f_camel
@packpride
@tyler_olemiss
@redcuprebellion
@jonathan91598
@justinlcooke
@dandielayla
@champagnemack_
@dnls
@k1llowatt

Top Tweeters in G9:
@igoat_7
@im_tryingman
@negrobendito
@kimimelarants
@avocalistsrival
@hellaadz_
@wesleyl10
@clarencehilljr
@invxsxble_bxlly
@slimhackett

Top Tweeters in G10:
@deepvard
@welpdontizzle
@ian_d23
@robgreeneii
@seangentille
@willthelandman
@theclemreport
@sunsgoat
@rgrondin2003
@kfcbarstool