#smpc2023, Twitter, 1/10/2023 10:49:10 AM, 287634


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#smpc2023_2023-01-10_02-45-01.xlsx
#smpc2023_2023-01-10_02-45-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 10, 2023
Short Description:
#smpc2023 via NodeXL https://bit.ly/3Gx3qo3
@jeremyhl
@michaelbathurst
@docassar
@this0499154500
@shoutmgb
@reutsmichael1
@aejmc
@lesig17
@wrix2
@kimadele10

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

Description:
Description
The graph represents a network of 215 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 1/9/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 10 January 2023 at 10:45 UTC.

The tweets in the network were tweeted over the 703-day, 5-hour, 26-minute period from Friday, 05 February 2021 at 14:08 UTC to Monday, 09 January 2023 at 19:34 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 : 215
Unique Edges : 395
Edges With Duplicates : 5140
Total Edges : 5535
Number of Edge Types : 6
Retweet : 514
MentionsInRetweet : 2616
Mentions : 2304
Quote : 4
Tweet : 94
MentionsInQuote : 3
Self-Loops : 525
Reciprocated Vertex Pair Ratio : 0.155826558265583
Reciprocated Edge Ratio : 0.269636576787808
Connected Components : 1
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 215
Maximum Edges in a Connected Component : 5535
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 2.12543
Graph Density : 0.0185394479460987
Modularity : 0.079478
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 215 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 1/9/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 10 January 2023 at 10:45 UTC.

The tweets in the network were tweeted over the 703-day, 5-hour, 26-minute period from Friday, 05 February 2021 at 14:08 UTC to Monday, 09 January 2023 at 19:34 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
[24] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=282015
[20] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275496
[20] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=281464
[16] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274934
[15] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280720
[15] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=286990
[15] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=282227
[14] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275010
[14] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=286516

Top URLs in Tweet in G1:
[4] https://twitter.com/JeremyHL/status/1556280185351274496/photo/1
[4] https://www.amazon.com/gp/product/B0B2B3Y45J/ref=dbs_a_def_awm_bibl_vppi_i3
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=281464
[3] https://twitter.com/elonmusk/status/1585619322239561728/photo/1
[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://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=282015
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=283201
[2] https://twitter.com/JeremyHL/status/1569716349126975488/photo/1
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=281568

Top URLs in Tweet in G2:
[19] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275496
[14] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274934
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=282227
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275010
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280720
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=283201
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=282515
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275439
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274618
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279902

Top URLs in Tweet in G3:
[17] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=283201
[14] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=282015
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=281464
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=285461
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=286516
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=286990
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=285736
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=286013
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=285734
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=286923

Top URLs in Tweet in G4:
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=278697
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=286806
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=286383
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=281464
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280720

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[551] smprofs
[460] smpc2023
[442] prprofs
[422] smle2022
[211] ff
[165] aejmc21
[143] aejmc22
[123] aejmc
[119] firstamendment
[63] aejmc2021



Top Hashtags in Tweet in G1:
[272] smpc2023
[241] smle2022
[236] smprofs
[187] prprofs
[32] ff
[30] aejmc22
[27] smc2024
[26] aejmc21
[18] firstamendment
[18] aejmc

Top Hashtags in Tweet in G2:
[194] smprofs
[157] prprofs
[106] smpc2023
[100] smle2022
[100] ff
[80] aejmc21
[62] aejmc22
[59] firstamendment
[56] aejmc
[30] aejmc2021

Top Hashtags in Tweet in G3:
[118] smprofs
[97] prprofs
[82] smpc2023
[81] smle2022
[79] ff
[59] aejmc21
[51] aejmc22
[49] aejmc
[42] firstamendment
[25] aejmc2021

Top Hashtags in Tweet in G4:
[3] smprofs
[1] prprofs
[1] misinformation

Top Words
Top Words in Tweet in Entire Graph:
[954] jeremyhl
[666] michaelbathurst
[602] nodexl
[551] #smprofs
[515] this0499154500
[460] #smpc2023
[442] #prprofs
[422] #smle2022
[370] docassar
[211] #ff

Top Words in Tweet in G1:
[272] #smpc2023
[241] #smle2022
[236] #smprofs
[187] #prprofs
[103] jeremyhl
[93] twitter
[79] social
[77] media
[45] ap
[42] data

Top Words in Tweet in G2:
[486] jeremyhl
[396] michaelbathurst
[337] nodexl
[317] this0499154500
[219] docassar
[194] #smprofs
[157] #prprofs
[128] kfreberg
[108] aejmc_prd
[106] #smpc2023

Top Words in Tweet in G3:
[356] jeremyhl
[230] michaelbathurst
[219] nodexl
[166] this0499154500
[130] docassar
[118] #smprofs
[97] #prprofs
[82] #smpc2023
[81] #smle2022
[80] top

Top Words in Tweet in G4:
[9] jeremyhl
[7] michaelbathurst
[5] this0499154500
[5] nodexl
[5] docassar
[4] kfreberg
[3] #smprofs
[2] aejmc_prd
[2] media
[2] political

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[258] #smprofs,#prprofs
[236] nodexl,jeremyhl
[208] jeremyhl,nodexl
[190] top,hashtags
[173] jeremyhl,michaelbathurst
[162] michaelbathurst,jeremyhl
[135] jeremyhl,this0499154500
[133] michaelbathurst,this0499154500
[123] nodexl,michaelbathurst
[122] hashtags,#smprofs

Top Word Pairs in Tweet in G1:
[157] #smprofs,#prprofs
[121] #smpc2023,#smle2022
[93] #smle2022,#smpc2023
[91] #smle2022,#smprofs
[64] social,media
[60] #smpc2023,#smprofs
[26] tweet,network
[26] network,data
[24] ap,#smle2022
[23] #smpc2023,#smc2024

Top Word Pairs in Tweet in G2:
[119] nodexl,jeremyhl
[115] jeremyhl,nodexl
[110] michaelbathurst,jeremyhl
[103] top,hashtags
[97] jeremyhl,this0499154500
[88] nodexl,michaelbathurst
[86] jeremyhl,michaelbathurst
[79] #smprofs,nodexl
[68] this0499154500,michaelbathurst
[66] hashtags,#smprofs

Top Word Pairs in Tweet in G3:
[107] nodexl,jeremyhl
[92] jeremyhl,nodexl
[80] top,hashtags
[80] jeremyhl,michaelbathurst
[71] michaelbathurst,this0499154500
[50] hashtags,#smprofs
[47] michaelbathurst,jeremyhl
[43] #prprofs,#smle2022
[43] #smprofs,#prprofs
[37] #smprofs,nodexl

Top Word Pairs in Tweet in G4:
[3] jeremyhl,this0499154500
[3] nodexl,jeremyhl
[3] michaelbathurst,docassar
[2] docassar,aejmc_prd
[2] this0499154500,michaelbathurst
[2] this0499154500,kfreberg
[2] #smprofs,nodexl
[2] kfreberg,michaelbathurst

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

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

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

Top Mentioned in G3:
@jeremyhl
@michaelbathurst
@this0499154500
@docassar
@thartman2u
@unosmlre
@nebraskasower
@kfreberg
@aejmc_prd
@nodexl

Top Mentioned in G4:
@jeremyhl
@this0499154500
@michaelbathurst
@kfreberg
@docassar
@aejmc_prd
@nodexl
@unosmlre

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@thehill
@botcybersec
@ssxman2
@amazingchevvolt
@garyloper
@safetymentalst
@cnbc
@vrretweeter
@nytimes

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

Top Tweeters in G2:
@ssxman2
@garyloper
@safetymentalst
@rwang0
@wrix2
@shoutmgb
@mpweirdopodcast
@michaelbathurst
@natschooler
@eli_krumova

Top Tweeters in G3:
@chidambara09
@edward733
@kugey
@priscilagural
@ccooke6685
@thartman2u
@1sunnysidesue
@nebraskasower
@millennials_z
@sprinklr

Top Tweeters in G4:
@barron00
@drmcar
@kfreberg
@aejmc_prd
@smr_foundation


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