(baseball OR MLB) (playoffs OR trade OR draft), Twitter, 2/8/2021 2:49:53 PM, 247313
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(baseball OR MLB) (playoffs OR trade OR draft)_2021-02-05_15-14-11.xlsx
(baseball OR MLB) (playoffs OR trade OR draft)_2021-02-05_15-14-11.xlsx
View an interactive version of this graph (experimental)
From:
NodeXLExcelAutomator
Uploaded on:
February 08, 2021
Short Description:
(baseball OR MLB) (playoffs OR trade OR draft) via NodeXL https://bit.ly/3p140j6
@ken_rosenthal
@jonheyman
@mlb
@jonmorosi
@feinsand
@mlbonfox
@baseballamerica
@dgoold
@bnightengale
@victorsharma12

Top hashtags:
#rockies
#stlcards
#mlb
#cardinals
#angels
#orioles

Description:
Description
The graph represents a network of 6,724 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, 05 February 2021 at 23:37 UTC.

The requested start date was Friday, 05 February 2021 at 01:01 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 3-day, 6-hour, 40-minute period from Sunday, 31 January 2021 at 20:54 UTC to Thursday, 04 February 2021 at 03:35 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 : 6724
Unique Edges : 4644
Edges With Duplicates : 9835
Total Edges : 14479
Number of Edge Types : 5
Replies to : 1178
Retweet : 4342
MentionsInRetweet : 5133
Mentions : 2230
Tweet : 1596
Self-Loops : 1632
Reciprocated Vertex Pair Ratio : 0.0229405630865485
Reciprocated Edge Ratio : 0.0448521916411825
Connected Components : 1311
Single-Vertex Connected Components : 786
Maximum Vertices in a Connected Component : 4317
Maximum Edges in a Connected Component : 11439
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.024658
Graph Density : 0.000173607378154299
Modularity : 0.493187
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 6,724 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, 05 February 2021 at 23:37 UTC.

The requested start date was Friday, 05 February 2021 at 01:01 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 3-day, 6-hour, 40-minute period from Sunday, 31 January 2021 at 20:54 UTC to Thursday, 04 February 2021 at 03:35 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:
[51] https://www.usatoday.com/story/sports/mlb/columnist/bob-nightengale/2021/02/01/nolan-arenado-trade-puts-cardinals-path-greatness-rockies/4341703001/
[48] https://www.si.com/mlb/2021/02/03/nolan-arenado-trade-colorado-rockies-owner
[31] https://denvergazette.com/sports/woody-paige/woody-paige-colorado-rockies-sink-to-new-low-with-second-worst-mlb-trade-of-all/article_645c9155-8b9c-536d-97c4-6621c95f3c57.html
[29] https://www.mlb.com/news/nolan-arenado-cardinals-trade
[28] https://www.stltoday.com/sports/baseball/professional/birdland/done-deal-cardinals-complete-trade-for-mile-high-superstar-arenado-officially/article_cff8bb0c-c427-50e6-8f7f-8808cc46617b.html#utm_campaign=blox&utm_source=twitter&utm_medium=social
[24] https://record.revenuenetwork.com/_Fz7wMj2tSboi81vKvXphfGNd7ZgqdRLk/1/
[22] https://www.stltoday.com/sports/baseball/professional/birdland/done-deal-cardinals-complete-trade-for-mile-high-superstar-arenado-officially/article_cff8bb0c-c427-50e6-8f7f-8808cc46617b.html?utm_medium=social&utm_source=twitter&utm_campaign=user-share
[22] https://www.9news.com/article/sports/mlb/colorado-rockies/colorado-rockies-officially-trade-nolan-arenado-st-louis-cardinals/73-2256cecc-a1cc-4eaf-aaa0-9b4725392802
[19] https://sports.yahoo.com/
[19] https://www.rotoworld.com/baseball/mlb/player-news/headlines/9941876?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G1:
[34] https://www.usatoday.com/story/sports/mlb/columnist/bob-nightengale/2021/02/01/nolan-arenado-trade-puts-cardinals-path-greatness-rockies/4341703001/
[26] https://www.stltoday.com/sports/baseball/professional/birdland/done-deal-cardinals-complete-trade-for-mile-high-superstar-arenado-officially/article_cff8bb0c-c427-50e6-8f7f-8808cc46617b.html#utm_campaign=blox&utm_source=twitter&utm_medium=social
[22] https://www.stltoday.com/sports/baseball/professional/birdland/done-deal-cardinals-complete-trade-for-mile-high-superstar-arenado-officially/article_cff8bb0c-c427-50e6-8f7f-8808cc46617b.html?utm_medium=social&utm_source=twitter&utm_campaign=user-share
[19] https://www.rotoworld.com/baseball/mlb/player-news/headlines/9941876?utm_source=dlvr.it&utm_medium=twitter
[12] https://www.mlb.com/news/nolan-arenado-cardinals-trade
[12] https://www.mlb.com/news/nolan-arenado-cardinals-trade?tcid=tw_article_
[11] https://www.stltoday.com/sports/baseball/professional/birdland/done-deal-cardinals-complete-trade-for-mile-high-superstar-arenado-officially/article_cff8bb0c-c427-50e6-8f7f-8808cc46617b.html?utm_campaign=snd-autopilot&utm_medium=social&utm_source=twitter_STLCardsNews
[10] https://www.stltoday.com/sports/baseball/professional/cardinals-continue-work-to-finalize-arenado-trade-with-colorado/article_e6c3b764-265d-5a13-a5e8-bbe5ff904775.html?utm_campaign=snd-autopilot&utm_medium=social&utm_source=twitter_STLCardsNews
[8] https://www.usatoday.com/story/sports/mlb/columnist/bob-nightengale/2021/02/02/nolan-arenado-trade-rockies-cardinals/4361486001/
[8] https://www.stltoday.com/sports/baseball/professional/done-deal-cardinals-complete-trade-for-mile-high-superstar-arenado-officially/article_cff8bb0c-c427-50e6-8f7f-8808cc46617b.html

Top URLs in Tweet in G2:
[19] https://sports.yahoo.com/
[14] https://twitter.com/skg_18/status/1356770915166609408
[13] https://www.espn.com/mlb/story/_/id/30822044/colorado-rockies-owner-frustrated-nolan-arenado-trade-team-built-compete?utm_source=dlvr.it&utm_medium=twitter
[13] https://twitter.com/mlb/status/1356735808548569097
[10] https://www.mlb.com/news/nolan-arenado-cardinals-trade
[10] https://www.cbssports.com/mlb/news/mlbpa-rejects-proposal-for-delayed-154-game-2021-season-expanded-playoffs-mlb-says-season-to-start-on-time/
[9] http://cbssportcaster.com
[9] https://www.espn.com/mlb/story/_/id/30818353/st-louis-cardinals-officially-acquire-nolan-arenado-colorado-rockies?utm_source=dlvr.it&utm_medium=twitter
[9] https://news.google.com/__i/rss/rd/articles/CBMijgFodHRwczovL3d3dy5jYnNzcG9ydHMuY29tL21sYi9uZXdzL21sYnBhLXJlamVjdHMtcHJvcG9zYWwtZm9yLWRlbGF5ZWQtMTU0LWdhbWUtMjAyMS1zZWFzb24tZXhwYW5kZWQtcGxheW9mZnMtbWxiLXNheXMtc2Vhc29uLXRvLXN0YXJ0LW9uLXRpbWUv0gEA?oc=5&utm_source=dlvr.it&utm_medium=twitter
[8] https://twitter.com/jonmorosi/status/1356445608089972737

Top URLs in Tweet in G3:
[4] https://www.latimes.com/sports/story/2021-01-31/mlb-154-game-season-expanded-playoffs
[2] https://www.canadianbaseballnetwork.com/canadian-baseball-network-draft-list
[2] https://twitter.com/jonmorosi/status/1356445608089972737
[1] https://www.baseballamerica.com/stories/glaser-mlbs-playoff-proposal-wont-fix-its-problems/#:~:text=The%20New%20York%20Post%20reported,get%20to%20pick%20their%20opponents
[1] https://twitter.com/rockies/status/1356432503708528640
[1] https://www.mlb.com/news/pipeline-podcast-top-100-prospects-rockies-arenado-return?t=mlb-pipeline-coverage
[1] https://www.pinstripealley.com/2021/2/2/22257411/mlb-yankees-offseason-nolan-arenado-trade-cardinals-rockies-trevor-story-german-marquez
[1] https://www.outkick.com/mlb-proposes-154-game-season-with-full-pay-expanded-playoffs-and-a-dh/?utm_medium=Social&utm_source=Twitter#Echobox=1612197693
[1] http://player.sportsnet590.ca/?skipap=1
[1] https://sprtsnt.ca/3cvPIEA

Top URLs in Tweet in G4:
[4] https://atmlb.com/3rpcqCT
[3] https://www.cincinnati.com/story/sports/mlb/reds/2021/02/03/universal-designated-hitter-expanded-playoffs-question-marks-2021-mlb-major-league-baseball-season/4372650001/?utm_campaign=snd-autopilot
[2] https://www.mlb.com/news/zack-greinke-astros-trade
[2] https://theathletic.com/2355917/2021/02/02/bowden-grading-the-nolan-arenado-trade-for-the-rockies-and-cardinals/
[2] https://fansided.com/2021/02/02/mlb-rumors-trevor-story-trade-rockies/
[2] https://fansided.com/2021/01/31/mlb-proposal-expanded-playoffs-mlbpa/
[1] https://theathletic.com/news/mlbpa-mlb-proposal-2021-season/UwAwpnyJDsxa
[1] https://bit.ly/3tk3u3e
[1] https://www.overthemonster.com/2021/2/3/22263932/mlb-offseason-rumors-nelson-cruz-twins-chris-archer-rays-alex-cobb-trade-angels-orioles?utm_campaign=overthemonster&utm_content=chorus&utm_medium=social&utm_source=twitter
[1] https://www.overthemonster.com/2021/2/1/22259937/mlb-owners-players-association-negotiations-2021-season-schedule-expanded-playoffs-universal-dh?utm_campaign=overthemonster&utm_content=chorus&utm_medium=social&utm_source=twitter

Top URLs in Tweet in G5:
[40] https://www.si.com/mlb/2021/02/03/nolan-arenado-trade-colorado-rockies-owner
[31] https://denvergazette.com/sports/woody-paige/woody-paige-colorado-rockies-sink-to-new-low-with-second-worst-mlb-trade-of-all/article_645c9155-8b9c-536d-97c4-6621c95f3c57.html
[15] https://www.9news.com/article/sports/mlb/colorado-rockies/colorado-rockies-officially-trade-nolan-arenado-st-louis-cardinals/73-2256cecc-a1cc-4eaf-aaa0-9b4725392802
[13] https://www.denverpost.com/2021/02/01/trevor-story-nolan-arenado-jeff-bridich-colorado-rockies-mlb-trade/
[7] https://www.9news.com/article/sports/mlb/colorado-rockies/dick-monfort-and-jeff-bridich-open-up-about-nolan-arenado-trade/73-5d7f2444-2cb4-4cc7-9648-47fca88c476d
[7] https://www.si.com/mlb/2021/02/01/nolan-arenado-trade-rockies-coors-field
[3] https://www.thescore.com/mlb/news/2102594?utm_source=dlvr.it&utm_medium=twitter
[3] https://dpo.st/3amJILX
[3] https://gazette.com/premium/woody-paige-colorado-rockies-sink-to-new-low-with-second-worst-mlb-trade-of-all/article_0ddd872c-635c-11eb-8cbf-374bf6bfd473.html
[2] https://denvergazette.com/sports/woody-paige/woody-paige-colorado-rockies-sink-to-new-low-with-second-worst-trade-of-all-time/article_645c9155-8b9c-536d-97c4-6621c95f3c57.html

Top URLs in Tweet in G6:
[4] https://www.cbssports.com/mlb/news/nolan-arenado-traded-to-cardinals-rockies-to-pay-large-share-of-his-remaining-salary/
[4] https://www.cbssports.com/mlb/news/mlbpa-rejects-mlb-proposal-for-delayed-154-game-2021-season-with-expanded-playoffs/
[3] https://www.cbssports.com/mlb/news/nolan-arenado-trade-grades-cardinals-fleece-rockies-in-deal-for-star-third-baseman/
[1] https://www.cbssports.com/mlb/news/rockies-insist-theyre-not-rebuilding-after-nolan-arenado-trade-their-current-lineup-shows-why-they-should/
[1] https://www.cbssports.com/mlb/news/mlbpa-likely-to-reject-mlb-proposal-for-delayed-154-game-2021-season-with-expanded-playoffs-per-report/
[1] https://www.cbssports.com/mlb/news/five-bold-mlb-hot-stove-predictions-for-february-trevor-bauer-picks-his-team-dodgers-swing-trade-and-more/
[1] https://www.usatoday.com/story/sports/mlb/columnist/bob-nightengale/2021/02/01/nolan-arenado-trade-puts-cardinals-path-greatness-rockies/4341703001/
[1] https://ift.tt/2YJHVLD

Top URLs in Tweet in G7:
[11] https://www.baseballamerica.com/rankings/2021-mlb-draft-top-prospects/
[8] https://buff.ly/3j88DGP
[6] https://www.baseballamerica.com/stories/2021-college-mlb-draft-prospects-with-the-best-scouting-tools/
[2] https://www.baseballamerica.com/rankings/2021-top-100-prospects/
[2] https://www.baseballamerica.com/stories/2021-college-baseball-preview-top-25-predictions-draft-prospects-more/
[2] https://www.baseballamerica.com/stories/2021-mlb-draft-stock-watch-for-the-top-30-prospects/
[2] https://www.baseballamerica.com/rankings/mlb-mock-draft/
[2] https://www.baseballamerica.com/stories/2021-mlb-top-prospects-for-every-team/
[2] https://www.baseballamerica.com/stories/2021-atlantic-coast-conference-college-baseball-preview/
[1] https://buff.ly/3aqgknY

Top URLs in Tweet in G8:
[2] https://www.sportsnet.ca/baseball/mlb/scott-boras-proposes-october-madness-expand-mlb-playoffs/
[2] https://www.mlb.com/news/nolan-arenado-cardinals-trade
[1] https://twitter.com/Ken_Rosenthal/status/1356264753686061058
[1] https://twitter.com/jonheyman/status/1356361724216176645
[1] https://twitter.com/jonmorosi/status/1356450563668508675
[1] https://twitter.com/mlbpa_news/status/1356432878142443529
[1] https://open.spotify.com/episode/6VWPjVp8YBy2ZgOeltYiU5?si=4QOpe8CjQFuoqDslX36SeQ
[1] https://twitter.com/evandrellich/status/1356447701534052354
[1] https://twitter.com/beautown/status/1356136267629518850
[1] https://www.newsday.com/sports/baseball/mlb-154-game-season-expanded-playoffs-union-1.50137383

Top URLs in Tweet in G9:
[2] https://www.pinstripealley.com/2021/2/2/22257411/mlb-yankees-offseason-nolan-arenado-trade-cardinals-rockies-trevor-story-german-marquez

Top URLs in Tweet in G10:
[5] https://www.legitimatebeefs.com/why-we-cannot-allow-expanded-mlb-playoffs/
[2] https://twitter.com/jonheyman/status/1356453083916759041
[2] https://twitter.com/Ken_Rosenthal/status/1356733406630002689
[2] https://es.pn/3cC63Id
[1] https://statsbylopez.netlify.app/post/part-ii-randomness-of-series/
[1] https://www.si.com/mlb/2021/02/03/nolan-arenado-trade-colorado-rockies-owner
[1] http://www.joesheehan.com
[1] https://twitter.com/EvanDrellich/status/1356447701534052354?s=19
[1] https://twitter.com/JonHeyman/status/1356455329182187520
[1] https://twitter.com/JonHeyman/status/1356453083916759041

Top Domains
Top Domains in Tweet in Entire Graph:
[338] twitter.com
[145] stltoday.com
[132] mlb.com
[94] nflnews.org
[72] usatoday.com
[68] si.com
[51] cbssports.com
[50] espn.com
[46] bit.ly
[39] ift.tt

Top Domains in Tweet in G1:
[126] stltoday.com
[77] mlb.com
[45] usatoday.com
[30] rotoworld.com
[24] twitter.com
[9] bit.ly
[8] bleacherreport.com
[5] wixsite.com
[4] buff.ly
[3] 101espn.com

Top Domains in Tweet in G2:
[189] twitter.com
[94] nflnews.org
[35] espn.com
[30] ift.tt
[26] cbssports.com
[21] yahoo.com
[20] mlb.com
[15] google.com
[12] stltoday.com
[9] bit.ly

Top Domains in Tweet in G3:
[6] twitter.com
[4] latimes.com
[2] canadianbaseballnetwork.com
[1] baseballamerica.com
[1] mlb.com
[1] pinstripealley.com
[1] outkick.com
[1] sportsnet590.ca
[1] sprtsnt.ca
[1] usatoday.com

Top Domains in Tweet in G4:
[5] fansided.com
[4] theathletic.com
[4] atmlb.com
[3] cincinnati.com
[3] twitter.com
[2] mlb.com
[2] overthemonster.com
[2] si.com
[2] apple.com
[1] bit.ly

Top Domains in Tweet in G5:
[50] si.com
[33] denvergazette.com
[23] 9news.com
[18] denverpost.com
[12] dpo.st
[11] twitter.com
[6] stltoday.com
[6] gazette.com
[5] usatoday.com
[4] mlb.com

Top Domains in Tweet in G6:
[14] cbssports.com
[1] usatoday.com
[1] ift.tt

Top Domains in Tweet in G7:
[32] baseballamerica.com
[11] buff.ly
[3] twitter.com
[1] baseballjournal.com
[1] usatoday.com

Top Domains in Tweet in G8:
[8] twitter.com
[2] sportsnet.ca
[2] mlb.com
[2] newsday.com
[1] spotify.com
[1] fullpresscoverage.com
[1] reddeerexpress.com
[1] lonestarball.com

Top Domains in Tweet in G9:
[2] pinstripealley.com

Top Domains in Tweet in G10:
[8] twitter.com
[5] legitimatebeefs.com
[2] es.pn
[1] netlify.app
[1] si.com
[1] joesheehan.com
[1] espn.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[665] rockies
[520] stlcards
[374] mlb
[157] cardinals
[86] angels
[63] orioles
[54] fantasybaseball
[46] baseball
[44] nolanarenado
[38] hawkeyes



Top Hashtags in Tweet in G1:
[450] rockies
[434] stlcards
[122] cardinals
[52] mlb
[41] angels
[41] orioles
[15] karrakerandsmallmon
[5] baseball
[4] arenado
[3] bluejays

Top Hashtags in Tweet in G2:
[88] mlb
[30] rockies
[15] stlcards
[15] baseball
[13] cardinals
[12] sports
[11] nfl
[9] angels
[8] trade
[8] nolanarenado

Top Hashtags in Tweet in G3:
[11] rockies
[10] stlcards
[9] mlb
[2] cardinals
[2] orioles
[2] angels
[1] mariners
[1] top100prospects
[1] pirates
[1] writersbloc

Top Hashtags in Tweet in G4:
[23] stlcards
[19] rockies
[11] mlb
[8] fantasybaseball
[7] angels
[4] marlins
[4] whitesox
[4] baseball
[2] mlbonthemove
[1] cardinals

Top Hashtags in Tweet in G5:
[99] rockies
[36] mlb
[25] 9sports
[25] nolanarenado
[7] monfort
[7] cardinals
[6] stlcards
[2] nolanbeingnolan
[2] firebridich
[1] cancelled

Top Hashtags in Tweet in G6:
[6] stlcards
[4] rockies
[2] astros
[1] mlb
[1] cardinals

Top Hashtags in Tweet in G7:
[3] birdball
[2] stlcards
[1] frelick
[1] morissette
[1] pelio
[1] rockies
[1] noles

Top Hashtags in Tweet in G8:
[7] mlb
[2] pirates
[2] superbowl
[1] rays
[1] raysup
[1] rockies
[1] stlcards
[1] baseball
[1] wejustwantyoutoplay

Top Hashtags in Tweet in G9:
[3] rockies
[3] stlcards

Top Hashtags in Tweet in G10:
[10] angels
[3] mlb
[2] stlcards
[2] 06010mlb
[1] mntwins
[1] baseball
[1] history
[1] rockies
[1] fantasybaseball
[1] colorado

Top Words
Top Words in Tweet in Entire Graph:
[3852] mlb
[2960] trade
[1739] playoffs
[1712] season
[1555] arenado
[1232] baseball
[1180] players
[1088] expanded
[1040] union
[997] draft

Top Words in Tweet in G1:
[1116] trade
[866] arenado
[725] mlb
[547] cardinals
[542] nolan
[461] source
[442] #rockies
[434] #stlcards
[350] jonmorosi
[304] players

Top Words in Tweet in G2:
[460] trade
[362] mlb
[280] playoffs
[258] baseball
[200] season
[175] arenado
[147] expanded
[143] draft
[125] rockies
[100] nolan

Top Words in Tweet in G3:
[466] mlb
[364] jonheyman
[333] games
[302] 154
[300] season
[266] month
[265] 162
[262] pay
[240] game
[204] proposed

Top Words in Tweet in G4:
[360] mlb
[329] proposal
[311] union
[307] players
[305] season
[279] ken_rosenthal
[263] delay
[247] believe
[243] number
[242] reject

Top Words in Tweet in G5:
[264] trade
[223] rockies
[133] arenado
[133] mlb
[106] nolan
[102] worst
[98] #rockies
[91] baseball
[80] monfort
[68] star

Top Words in Tweet in G6:
[253] mlb
[233] season
[230] 154
[230] union
[221] game
[219] delayed
[219] month
[219] expanded
[219] playoffs
[207] proposed

Top Words in Tweet in G7:
[155] baseballamerica
[138] best
[138] mlb
[118] scouting
[107] departments
[89] draft
[79] college
[71] baseball
[50] prospects
[48] according

Top Words in Tweet in G8:
[122] playoffs
[84] expanded
[76] mlb_players
[64] mlb
[59] players
[45] dh
[42] season
[42] mlbpa_news
[33] teams
[31] more

Top Words in Tweet in G9:
[126] mlb
[92] round
[92] draft
[77] talkinyanks
[77] know
[77] drafted
[76] aaron
[76] judge
[76] originally
[76] aâ

Top Words in Tweet in G10:
[88] playoffs
[75] mlb
[43] expanded
[36] big
[32] dszymborski
[30] 16
[30] eugenefreedman
[28] trade
[26] teams
[25] same

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[997] expanded,playoffs
[950] nolan,arenado
[664] 154,game
[578] mlb,proposal
[536] arenado,trade
[467] mlb,proposed
[428] delayed,month
[393] 162,games
[378] delay,season
[347] proposal,delay

Top Word Pairs in Tweet in G1:
[531] nolan,arenado
[236] approved,mlb
[228] mlb,mlbpa
[227] rockies,trade
[220] cardinals,rockies
[220] trade,formally
[220] formally,approved
[220] mlbpa,source
[220] source,expectation
[219] feinsand,cardinals

Top Word Pairs in Tweet in G2:
[127] expanded,playoffs
[88] nolan,arenado
[79] arenado,trade
[54] 154,game
[43] season,expanded
[41] delayed,154
[38] 2021,season
[36] mlb,season
[36] mlbpa,rejects
[35] proposal,delayed

Top Word Pairs in Tweet in G3:
[264] 162,games
[237] 154,game
[204] mlb,proposed
[203] game,season
[173] jonheyman,mlb
[170] full,pay
[170] delayed,month
[169] proposed,friday
[169] friday,154
[169] season,full

Top Word Pairs in Tweet in G4:
[270] mlb,proposal
[248] delay,season
[246] proposal,delay
[242] union,reject
[242] reject,mlb
[242] season,counter
[242] counter,number
[242] number,players
[242] players,believe
[242] ken_rosenthal,union

Top Word Pairs in Tweet in G5:
[93] nolan,arenado
[64] arenado,trade
[47] dick,monfort
[45] trevor,story
[42] jeff,bridich
[40] talk,trading
[40] trading,franchise
[40] franchise,star
[40] star,handy
[40] handy,dandy

Top Word Pairs in Tweet in G6:
[219] expanded,playoffs
[217] 154,game
[207] mlb,proposed
[207] delayed,month
[201] proposed,154
[201] game,schedule
[201] schedule,union
[201] union,season
[201] season,delayed
[201] month,expanded

Top Word Pairs in Tweet in G7:
[115] mlb,scouting
[107] scouting,departments
[64] college,baseball
[48] baseball,according
[48] according,mlb
[47] jordan,wicks
[35] departments,voted
[33] draft,prospects
[30] wicks,best
[30] best,changeup

Top Word Pairs in Tweet in G8:
[82] expanded,playoffs
[23] mlbpa_news,mlb_players
[19] universal,dh
[14] dh,expanded
[11] mlb,mlb_players
[8] teams,spend
[8] delay,season
[8] less,days
[8] cardinals,trade
[8] trade,top

Top Word Pairs in Tweet in G9:
[76] know,aaron
[76] aaron,judge
[76] judge,originally
[76] originally,drafted
[76] drafted,aâ
[76] aâ,31st
[76] 31st,round
[76] round,2010
[76] 2010,mlb
[76] mlb,draft

Top Word Pairs in Tweet in G10:
[41] expanded,playoffs
[18] those,big
[18] big,thing
[15] 16,teams
[15] teams,mlb
[15] mlb,playoff
[15] playoff,16
[15] 16,geams
[15] geams,nba
[15] nba,playoffs

Top Replied-To
Top Replied-To in Entire Graph:
@mlb
@rockies
@jonmorosi
@jonheyman
@mlbpa_news
@ken_rosenthal
@bnightengale
@palmerforhof
@buster_espn
@skg_18

Top Replied-To in G1:
@mlb
@jonmorosi
@bnightengale
@davebertic
@dgoold
@breadlnfrench
@jschimenti1982
@bizballmaury
@mlbvault

Top Replied-To in G2:

Top Replied-To in G3:
@jonheyman
@mlb
@roflo
@anthonynation96
@bnightengale
@cbeisbol1
@mrhayesteach
@jcassada
@flash_canadian
@kcnep95

Top Replied-To in G4:
@ken_rosenthal
@mlb
@buster_espn
@iverbure
@nymets945
@nickgroke
@tbrownyahoo
@dobrienatl
@nebgraddubdub

Top Replied-To in G5:
@rockies
@rols1026
@woodypaige
@baseball__etc
@troyrenck
@dnvr_rockies
@denverpost
@drewcreasman
@markkiszla
@swiifftayala

Top Replied-To in G6:
@incarceratedbob
@mlbonfox
@hernandez11398

Top Replied-To in G7:
@jefffletcherocr
@realunclemilty
@kennedylaffin
@pedrogomezespn

Top Replied-To in G8:
@mlbpa_news
@jeffpassan
@yankszags
@psltoflushing
@bryanhoch
@mlb
@br_mlb
@irish0625
@zkiiffs9
@mlb_players

Top Replied-To in G9:
@epicfishfan3
@buster_espn
@baseballguyryan
@wiscosportszac
@talkinyanks
@madeinny22

Top Replied-To in G10:
@joe_sheehan
@dszymborski
@evan_p_grant
@enosarris
@timdierkes
@esotericcd
@notechben
@rhj405
@darrensechrist
@chitownsports

Top Mentioned
Top Mentioned in Entire Graph:
@jonheyman
@jonmorosi
@mlb
@ken_rosenthal
@feinsand
@dgoold
@mlbonfox
@bnightengale
@baseballamerica
@mlbnetwork

Top Mentioned in G1:
@jonmorosi
@mlb
@dgoold
@feinsand
@bnightengale
@mlbnetwork
@stltoday
@cardinals
@jonheyman
@mlbpipeline

Top Mentioned in G2:
@manleehood
@cjbosu2000
@delphiniandrow
@giantsarticles
@fantasy_global

Top Mentioned in G3:
@jonheyman
@billshaikin
@tbrownyahoo
@jonmorosi
@bnightengale
@feinsand
@mlb
@dgoold
@joemorales_1
@mlbonfox

Top Mentioned in G4:
@ken_rosenthal
@jonheyman
@buster_espn
@jonmorosi
@mlb
@theathletic
@bnightengale
@feinsand
@derekvanriper
@rhettbollinger

Top Mentioned in G5:
@rockies
@emmabaccellieri
@petersenwill
@dnvr_rockies
@denvergazette
@kylenewmandp
@cardinals
@dpostsports
@seankeeler

Top Mentioned in G6:
@mlbonfox
@jonheyman
@cbssportsmlb
@ken_rosenthal
@jonmorosi
@bnightengale
@tbrownyahoo
@ap_sports
@feinsand
@chronastros

Top Mentioned in G7:
@baseballamerica
@ncstatebaseball
@texasbaseball
@kstatebsb
@carlosacollazo
@fsubaseball
@canesbaseball
@vandyboys
@bcbirdball

Top Mentioned in G8:
@mlb_players
@mlbpa_news
@mlb
@dougdirt24
@jeffpassan
@ken_rosenthal
@longleysunsport
@jonheyman
@dplennon
@bnightengale

Top Mentioned in G9:
@talkinyanks
@llviii40
@yesnetwork
@wiscosportszac
@jonheyman
@mlbonfox
@jonmorosi
@ken_rosenthal
@feinsand
@2021nygiants

Top Mentioned in G10:
@eugenefreedman
@dszymborski
@bsmile
@joe_sheehan
@karabelleric
@sultanofstat
@notechben
@jonmorosi
@mq27outs
@sully_is_typing

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@sportsbookbtc
@robinsnewswire
@eazeee2004
@hrblock_21
@mattmurph24
@betfastcom
@sportsroadhouse
@go2webmarketing
@vinaco21

Top Tweeters in G1:
@eazeee2004
@hrblock_21
@go2webmarketing
@freddy13perez
@morgandavii
@mchastain81
@thenflchick
@sportsandanime
@spencz1997
@bronxfanatic

Top Tweeters in G2:
@sportsbookbtc
@robinsnewswire
@sportsroadhouse
@robinsportsnews
@usrealitycheck
@latestscore
@sportnewsbuzz
@isaacfromfl
@mysoulradio
@thereal_kdubb

Top Tweeters in G3:
@mattmurph24
@richslate
@liverpotlian
@jakehobby
@mattys123
@gustavoarellano
@dennisultima
@realmarlinsfan
@hgomez27
@krislc25

Top Tweeters in G4:
@rebeccaalpert1
@jmramos1701d
@houstonfan00
@carlitalincecum
@billsmafia178
@chrispilz
@americancflfan
@fangsbites
@daveshreeve
@_philly_talk

Top Tweeters in G5:
@9news
@num1broncofan18
@thescore
@denverpost
@csgazette
@troyrenck
@philly_thefool
@jasonlacanfora
@hmeisler
@sbprice

Top Tweeters in G6:
@rudedogreyes
@shaun_berrios31
@conuys
@mikeyangus
@morinpur1n
@incarceratedbob
@loyalpromise
@redthetrucker
@sooperjordan
@r1a9y9j2

Top Tweeters in G7:
@clayphillips27
@tjsutton12
@freddyj_23
@4logrosparley
@jonathanfarris0
@rmendez1
@chrisgb002000
@bobbymilone29
@justinaaronuh91
@baseballamerica

Top Tweeters in G8:
@michael_szumega
@irish016206
@bravesstats
@jamfan40
@dougdirt24
@dwthompson1945
@uvapolitics87
@lonestarball
@yasu_baseball
@newsday

Top Tweeters in G9:
@mvwinall
@2021nygiants
@dagaustin2000
@hendrixfreak
@ryanracing71
@ddebroy84
@joe_makar
@gamebredturner
@kingx914
@yankees666

Top Tweeters in G10:
@morr_1980
@lawbibliophile
@michaelsalfino
@chitownsports
@enosarris
@ebrown2112
@esotericcd
@giaco1025
@dszymborski
@evan_p_grant


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