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#smc2024_2023-01-17_03-00-01.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
January 17, 2023
Short Description:
#smc2024 via NodeXL https://bit.ly/3ZFNjgU
@jeremyhl
@prconversations
@docassar
@michaelbathurst
@thartman2u
@nebraskasower
@hashtagmarketi7
@reutsmichael1
@ohs2020seniors
@tiktok_us

Top hashtags:
#smc2024
#smprofs
#prprofs
#smle2022
#smpc2023
#ai
#unojmc404
#aejmc22

Description:
Description
The graph represents a network of 78 Twitter users whose recent tweets contained "#smc2024", 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 1/16/2023 5:00:34 PM. The network was obtained from Twitter on Tuesday, 17 January 2023 at 11:00 UTC.

The tweets in the network were tweeted over the 1024-day, 13-hour, 35-minute period from Saturday, 28 March 2020 at 03:46 UTC to Monday, 16 January 2023 at 17:22 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 : 78
Unique Edges : 61
Edges With Duplicates : 206
Total Edges : 267
Number of Edge Types : 6
Mentions : 127
Retweet : 38
MentionsInRetweet : 80
MentionsInQuote : 2
Quote : 2
Tweet : 18
Self-Loops : 27
Reciprocated Vertex Pair Ratio : 0.147058823529412
Reciprocated Edge Ratio : 0.256410256410256
Connected Components : 3
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 63
Maximum Edges in a Connected Component : 246
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.938447
Graph Density : 0.0194805194805195
Modularity : 0.301235
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 78 Twitter users whose recent tweets contained "#smc2024", 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 1/16/2023 5:00:34 PM. The network was obtained from Twitter on Tuesday, 17 January 2023 at 11:00 UTC.

The tweets in the network were tweeted over the 1024-day, 13-hour, 35-minute period from Saturday, 28 March 2020 at 03:46 UTC to Monday, 16 January 2023 at 17:22 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 : #smc2024
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:
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=285461
[2] https://twitter.com/JeremyHL/status/1569716349126975488/photo/1
[2] https://www.youtube.com/watch?v=J-2fsbTgOkQ&feature=youtu.be

[2] https://www.nytimes.com/2022/12/21/technology/personaltech/how-to-use-chatgpt-ethically.html?smid=nytcore-ios-share&referringSource=articleShare
[1] https://www.youtube.com/watch?v=w-XGgu7G7y8&feature=youtu.be

[1] https://twitter.com/JeremyHL/status/1605672806863233036/photo/1
[1] https://sproutsocial.com/insights/social-media-platforms/
[1] https://twitter.com/JeremyHL/status/1592606706244423681/photo/1
[1] https://www.nytimes.com/2022/11/14/technology/tiktok-ads-social-media.html?smid=nytcore-ios-share&referringSource=articleShare
[1] https://twitter.com/JeremyHL/status/1577428370530668544/photo/1

Top URLs in Tweet in G1:
[2] https://twitter.com/JeremyHL/status/1569716349126975488/photo/1
[2] https://www.nytimes.com/2022/12/21/technology/personaltech/how-to-use-chatgpt-ethically.html?smid=nytcore-ios-share&referringSource=articleShare
[2] https://www.youtube.com/watch?v=J-2fsbTgOkQ&feature=youtu.be

[1] https://www.youtube.com/watch?v=w-XGgu7G7y8&feature=youtu.be

[1] https://www.hollywoodreporter.com/business/digital/podcasting-studios-streamers-childrens-podcasts-1235101928/
[1] https://www.asc.upenn.edu/news-events/news/what-makes-us-share-posts-social-media
[1] https://variety.com/2022/digital/features/web3-explained-internet-future-hollywood-1235342578/
[1] https://arstechnica.com/information-technology/2023/01/microsofts-new-ai-can-simulate-anyones-voice-with-3-seconds-of-audio/
[1] https://apnews.com/article/elon-musk-twitter-inc-technology-legal-proceedings-san-francisco-39e4cab7e93ad6befa4e31301b0955ce
[1] https://www.npr.org/2022/09/09/1121295499/facebook-twitter-youtube-instagram-tiktok-social-media

Top URLs in Tweet in G2:
[1] https://paper.li/prconversations/1306007301?edition_id=ecf3ef90-94e3-11ed-98b5-fa163eed9ef2
[1] https://paper.li/prconversations/1306007301?edition_id=1be64050-8788-11ed-98b5-fa163eed9ef2
[1] https://paper.li/prconversations/1306007301?edition_id=70cb4c80-891a-11ed-98b5-fa163eed9ef2

Top URLs in Tweet in G3:
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=285461

Top URLs in Tweet in G4:
[1] https://twitter.com/ohs2020seniors/status/1243746377386999808/photo/1

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[104] smc2024
[79] smprofs
[64] prprofs
[51] smle2022
[31] smpc2023
[7] ai
[5] unojmc404
[3] aejmc22
[3] newsengagementday_prd
[2] research



Top Hashtags in Tweet in G1:
[94] smc2024
[77] smprofs
[60] prprofs
[49] smle2022
[29] smpc2023
[7] ai
[5] unojmc404
[3] newsengagementday_prd
[2] research
[2] data

Top Hashtags in Tweet in G2:
[3] smc2024
[2] prprofs
[1] pr

Top Hashtags in Tweet in G3:
[2] smprofs
[2] smle2022
[2] prprofs
[2] smpc2023
[2] aejmc
[2] ff
[2] aejmc22
[2] smc2024
[2] aejmc21

Top Hashtags in Tweet in G4:
[5] smc2024

Top Words
Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[69] #smc2024,#smprofs
[58] #smprofs,#prprofs
[25] #smpc2023,#smc2024
[25] social,media
[22] #smle2022,#smpc2023
[22] #smle2022,#smc2024
[11] ap,#smle2022
[10] jeremyhl,nodexl
[10] nytimes,#smle2022
[10] derlagea,nebraskasower

Top Word Pairs in Tweet in G1:
[69] #smc2024,#smprofs
[58] #smprofs,#prprofs
[25] social,media
[25] #smpc2023,#smc2024
[22] #smle2022,#smc2024
[22] #smle2022,#smpc2023
[11] ap,#smle2022
[10] nytimes,#smle2022
[6] nytimes,#smc2024
[5] ap,#smc2024

Top Word Pairs in Tweet in G2:
[3] latest,prconversations
[3] prconversations,champions
[3] champions,thanks
[2] #prprofs,#smc2024

Top Word Pairs in Tweet in G3:
[10] jeremyhl,michaelbathurst
[10] jeremyhl,nodexl
[10] derlagea,nebraskasower
[10] this0499154500,derlagea
[10] nodexl,jeremyhl
[10] michaelbathurst,this0499154500
[6] nebraskasower,thartman2u
[4] michaelbathurst,jeremyhl
[4] docassar,jeremyhl
[4] nebraskasower,thart

Top Word Pairs in Tweet in G4:
[5] rodiles,oliva
[5] shout,college
[5] acceptance,dm
[5] college,acceptance
[5] oliva,#smc2024
[5] rita,rodiles
[5] congrats,rita
[5] #smc2024,shout
[4] ohs2020seniors,congrats

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@jeremyhl
@nytimes
@ap
@michaelbathurst
@this0499154500
@nebraskasower
@tiktok_us
@docassar
@thartman2u

Top Mentioned in G1:
@jeremyhl
@nytimes
@ap
@tiktok_us
@aejmc_prd
@communo
@aejmc
@unomaha
@kfreberg
@ginaluttrell

Top Mentioned in G2:
@prconversations
@prmattersdotorg
@jenn_mattern
@simoncoughlin
@jeanessapr
@globalvoices
@aliya_hshah
@georgepitcher
@prnews
@therealprmoment

Top Mentioned in G3:
@jeremyhl
@michaelbathurst
@this0499154500
@nebraskasower
@docassar
@thartman2u
@hashtagmarketi7
@reutsmichael1

Top Mentioned in G4:
@ohs2020seniors

Top Tweeters
Top Tweeters in Entire Graph:
@thehill
@business
@godfrey_g_
@cnbc
@nytimes
@mashable
@forbes
@thedailybeast
@marketwatch
@nbcnews

Top Tweeters in G1:
@thehill
@business
@godfrey_g_
@cnbc
@nytimes
@mashable
@forbes
@thedailybeast
@marketwatch
@nbcnews

Top Tweeters in G2:
@jeanessapr
@globalvoices
@prnews
@aliya_hshah
@therealprmoment
@prconversations
@prmattersdotorg
@simoncoughlin
@georgepitcher
@jenn_mattern

Top Tweeters in G3:
@michaelbathurst
@ccooke6685
@thartman2u
@nebraskasower
@this0499154500
@hashtagmarketi7
@reutsmichael1
@docassar

Top Tweeters in G4:
@calebja83057145
@oxnardhsasb
@oxnardhsybk
@ohslibuzzy
@ohs2020seniors