#smpc2023, Twitter, 2/7/2023 10:48:27 AM, 288793


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#smpc2023_2023-02-07_02-45-01.xlsx
#smpc2023_2023-02-07_02-45-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 07, 2023
Short Description:
#smpc2023 via NodeXL https://bit.ly/3DOTmGu
@jeremyhl
@michaelbathurst
@docassar
@this0499154500
@shoutmgb
@aejmc
@reutsmichael1
@unosmlre
@wrix2
@kimadele10

Top hashtags:
#smprofs
#smpc2023
#prprofs
#smle2022
#ff
#aejmc21
#aejmc22
#aejmc
#firstamendment
#aejmc2021

Description:
Description
The graph represents a network of 231 Twitter users whose recent tweets contained "#smpc2023", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/6/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 07 February 2023 at 10:45 UTC.

The tweets in the network were tweeted over the 731-day, 10-hour, 29-minute period from Friday, 05 February 2021 at 14:08 UTC to Tuesday, 07 February 2023 at 00:37 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 231
Unique Edges : 419
Edges With Duplicates : 5825
Total Edges : 6244
Number of Edge Types : 6
Retweet : 557
MentionsInRetweet : 3011
Mentions : 2573
Tweet : 96
MentionsInQuote : 3
Quote : 4
Self-Loops : 573
Reciprocated Vertex Pair Ratio : 0.15211970074813
Reciprocated Edge Ratio : 0.264069264069264
Connected Components : 1
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 231
Maximum Edges in a Connected Component : 6244
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 2.119226
Graph Density : 0.0173913043478261
Modularity : 0.068822
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 231 Twitter users whose recent tweets contained "#smpc2023", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/6/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 07 February 2023 at 10:45 UTC.

The tweets in the network were tweeted over the 731-day, 10-hour, 29-minute period from Friday, 05 February 2021 at 14:08 UTC to Tuesday, 07 February 2023 at 00:37 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : #smpc2023
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:
[30] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=283201
[25] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=288277
[24] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=288278
[23] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=282015
[20] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275496
[19] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=281464
[16] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=286990
[16] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274934
[15] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=282227
[15] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=288276

Top URLs in Tweet in G1:
[4] https://twitter.com/JeremyHL/status/1556280185351274496/photo/1
[3] https://www.amazon.com/gp/product/B0B2B3Y45J/ref=dbs_a_def_awm_bibl_vppi_i3
[2] https://www.routledge.com/Social-Media-and-Political-Communication/Lipschultz/p/book/9780367772420
[2] https://twitter.com/JeremyHL/status/1522610730746458116/photo/1
[2] https://twitter.com/JeremyHL/status/1569716349126975488/photo/1
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=288277
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=281464
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=283201
[2] https://www.youtube.com/watch?v=RrOzY86YcEM&feature=youtu.be

[1] https://www.pewresearch.org/internet/2022/11/16/connection-creativity-and-drama-teen-life-on-social-media-in-2022/

Top URLs in Tweet in G2:
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275496
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=282227
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280720
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274618
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=283201
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=282515
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274934
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=277267
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274478
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279902

Top URLs in Tweet in G3:
[20] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=288278
[15] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=283201
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=282015
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=286990
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=281464
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=286516
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=285461
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=285736
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=288277
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=288276

Top URLs in Tweet in G4:
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=288277
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275496
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274934
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275010
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275439
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=283201
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=282227
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=288276
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279871
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280720

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[585] smprofs
[521] smpc2023
[470] prprofs
[467] smle2022
[230] ff
[178] aejmc21
[168] aejmc22
[134] aejmc
[127] firstamendment
[74] aejmc2021



Top Hashtags in Tweet in G1:
[292] smpc2023
[254] smle2022
[247] smprofs
[193] prprofs
[40] smc2024
[38] ff
[36] aejmc22
[30] aejmc21
[22] aejmc
[21] firstamendment

Top Hashtags in Tweet in G2:
[198] smprofs
[165] prprofs
[138] smpc2023
[132] smle2022
[129] ff
[98] aejmc21
[82] aejmc22
[77] aejmc
[70] firstamendment
[41] aejmc2021

Top Hashtags in Tweet in G3:
[45] smprofs
[39] prprofs
[39] smle2022
[39] smpc2023
[31] aejmc22
[27] ff
[23] aejmc
[23] smc2024
[19] aejmc21
[10] firstamendment

Top Hashtags in Tweet in G4:
[95] smprofs
[73] prprofs
[52] smpc2023
[42] smle2022
[36] ff
[31] aejmc21
[26] firstamendment
[19] aejmc22
[15] aejmc2021
[12] aejmc

Top Words
Top Words in Tweet in Entire Graph:
[1028] jeremyhl
[765] michaelbathurst
[684] nodexl
[585] #smprofs
[575] this0499154500
[521] #smpc2023
[470] #prprofs
[467] #smle2022
[442] docassar
[230] #ff

Top Words in Tweet in G1:
[292] #smpc2023
[254] #smle2022
[247] #smprofs
[193] #prprofs
[87] twitter
[76] jeremyhl
[64] media
[64] social
[50] ap
[45] data

Top Words in Tweet in G2:
[276] jeremyhl
[210] michaelbathurst
[208] nodexl
[198] #smprofs
[194] this0499154500
[165] #prprofs
[145] docassar
[138] #smpc2023
[135] top
[134] hashtags

Top Words in Tweet in G3:
[348] jeremyhl
[242] michaelbathurst
[207] nodexl
[136] this0499154500
[122] docassar
[92] thartman2u
[78] unosmlre
[62] nebraskasower
[49] aejmc
[45] #smprofs

Top Words in Tweet in G4:
[328] jeremyhl
[280] michaelbathurst
[228] nodexl
[214] this0499154500
[155] docassar
[95] #smprofs
[81] kfreberg
[73] #prprofs
[70] shoutmgb
[64] aejmc_prd

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[298] nodexl,jeremyhl
[271] #smprofs,#prprofs
[211] jeremyhl,nodexl
[208] top,hashtags
[196] jeremyhl,michaelbathurst
[166] michaelbathurst,jeremyhl
[136] jeremyhl,this0499154500
[131] michaelbathurst,this0499154500
[130] hashtags,#smprofs
[129] #prprofs,#smle2022

Top Word Pairs in Tweet in G1:
[160] #smprofs,#prprofs
[122] #smpc2023,#smle2022
[98] #smle2022,#smpc2023
[91] #smle2022,#smprofs
[62] #smpc2023,#smprofs
[51] social,media
[27] tweet,network
[26] network,data
[26] #smpc2023,#smc2024
[26] ap,#smle2022

Top Word Pairs in Tweet in G2:
[134] top,hashtags
[82] hashtags,#smprofs
[81] nodexl,jeremyhl
[70] #smprofs,#prprofs
[69] #prprofs,#smle2022
[63] jeremyhl,nodexl
[58] #smprofs,nodexl
[52] jeremyhl,michaelbathurst
[51] jeremyhl,this0499154500
[46] #ff,#aejmc21

Top Word Pairs in Tweet in G3:
[117] nodexl,jeremyhl
[80] jeremyhl,nodexl
[74] jeremyhl,michaelbathurst
[60] michaelbathurst,this0499154500
[48] michaelbathurst,jeremyhl
[39] tweet,network
[32] michaelbathurst,thartman2u
[32] docassar,jeremyhl
[30] network,data
[29] top,hashtags

Top Word Pairs in Tweet in G4:
[93] nodexl,jeremyhl
[69] michaelbathurst,jeremyhl
[68] jeremyhl,nodexl
[63] jeremyhl,michaelbathurst
[58] jeremyhl,this0499154500
[54] nodexl,michaelbathurst
[51] #smprofs,nodexl
[45] this0499154500,michaelbathurst
[38] this0499154500,kfreberg
[38] michaelbathurst,docassar

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@jeremyhl
@michaelbathurst
@this0499154500
@docassar
@kfreberg
@shoutmgb
@aejmc_prd
@thartman2u
@unosmlre
@nodexl

Top Mentioned in G1:
@jeremyhl
@ap
@nodexl
@michaelbathurst
@unosmlre
@this0499154500
@twitter
@aejmc_prd
@tiktok_us
@kfreberg

Top Mentioned in G2:
@jeremyhl
@michaelbathurst
@this0499154500
@docassar
@kfreberg
@aejmc_prd
@shoutmgb
@kimfoxwosu
@aejmc
@jpreprd

Top Mentioned in G3:
@jeremyhl
@michaelbathurst
@this0499154500
@docassar
@thartman2u
@unosmlre
@nebraskasower
@nodexl
@aejmc
@shoutmgb

Top Mentioned in G4:
@jeremyhl
@michaelbathurst
@this0499154500
@docassar
@kfreberg
@shoutmgb
@aejmc_prd
@kimfoxwosu
@aejmc

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@chidambara09
@thehill
@caligirlleftie
@botcybersec
@ssxman2
@amazingchevvolt
@safetymentalst
@garyloper
@cnbc

Top Tweeters in G1:
@thehill
@caligirlleftie
@botcybersec
@amazingchevvolt
@cnbc
@vrretweeter
@nytimes
@mashable
@thr
@trippbraden

Top Tweeters in G2:
@jornalistavitor
@3vil_qu33n
@mpweirdopodcast
@michaelbathurst
@kugey
@eli_krumova
@nachteulemaggy
@barron00
@drmcar
@kfreberg

Top Tweeters in G3:
@chidambara09
@edward733
@shoutmgb
@priscilagural
@ccooke6685
@thartman2u
@1sunnysidesue
@nebraskasower
@millennials_z
@willthewordguy

Top Tweeters in G4:
@ssxman2
@safetymentalst
@garyloper
@rwang0
@wrix2
@academicchatter
@natschooler
@ritikag69283079
@carbonumjist
@titas37


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