#exchangestrong, Twitter, 12/11/2022 4:32:11 PM, 286042


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#exchangestrong_2022-12-11_06-28-11.xlsx
#exchangestrong_2022-12-11_06-28-11.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 11, 2022
Short Description:
#exchangestrong via NodeXL https://bit.ly/3WcDFzT
@michaelbathurst
@chidambara09
@exchangeclub
@supplychain2030
@shoutmgb
@this0499154500
@procurementstar
@procurement2030
@docassar
@melanieluckey

Top hashtags:
#exchangestrong
#bigdata
#twitter
#socialmedia
#tiktok

Description:
Description
The graph represents a network of 51 Twitter users whose tweets in the requested range contained "#exchangestrong", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 11 December 2022 at 14:28 UTC.

The requested start date was Sunday, 11 December 2022 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 95-day, 20-hour, 1-minute period from Thursday, 01 September 2022 at 22:00 UTC to Tuesday, 06 December 2022 at 18:01 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 : 51
Unique Edges : 82
Edges With Duplicates : 791
Total Edges : 873
Number of Edge Types : 5
Mentions : 247
Retweet : 103
MentionsInRetweet : 509
Replies to : 7
Tweet : 7
Self-Loops : 7
Reciprocated Vertex Pair Ratio : 0.232954545454545
Reciprocated Edge Ratio : 0.377880184331797
Connected Components : 4
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 48
Maximum Edges in a Connected Component : 873
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 2.065972
Graph Density : 0.0850980392156863
Modularity : 0.097884
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 51 Twitter users whose tweets in the requested range contained "#exchangestrong", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 11 December 2022 at 14:28 UTC.

The requested start date was Sunday, 11 December 2022 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 95-day, 20-hour, 1-minute period from Thursday, 01 September 2022 at 22:00 UTC to Tuesday, 06 December 2022 at 18:01 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 : #exchangestrong
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:
[38] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=283029
[19] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=282046
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=281739
[9] https://www.tiktok.com/@michaelbathurst63/video/7147996593076063494?_t=8W6xKBync0L&_r=1
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280050
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=281289
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280884
[4] https://bit.ly/3H9JJ80
[1] https://www.nationalexchangeclub.org/programs-of-service/
[1] https://members.nationalexchangeclub.org/sites/default/files/attachements/National

Top URLs in Tweet in G1:
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=283029
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=282046
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=281739
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=281289
[1] https://bit.ly/3H9JJ80
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280050

Top URLs in Tweet in G2:
[20] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=283029
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=282046
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=281739
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280050
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280884
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=281289
[2] https://bit.ly/3H9JJ80
[1] https://members.nationalexchangeclub.org/discover/find
[1] https://members.nationalexchangeclub.org/sites/default/files/attachements/National
[1] Awards_no

Top URLs in Tweet in G3:
[9] https://www.tiktok.com/@michaelbathurst63/video/7147996593076063494?_t=8W6xKBync0L&_r=1
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=283029
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=282046
[1] https://bit.ly/3H9JJ80
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280884
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=281289

Top URLs in Tweet in G4:
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=283029
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=282046

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[124] exchangestrong
[24] bigdata
[23] twitter
[20] socialmedia
[18] tiktok
[16] ff
[9] doggy
[9] dataanalytics
[9] datascience
[6] nodexl



Top Hashtags in Tweet in G1:
[36] exchangestrong
[8] bigdata
[7] twitter
[7] socialmedia
[6] nodexl
[2] ai
[1] ces2023
[1] iiot
[1] iot
[1] tensorflow

Top Hashtags in Tweet in G2:
[69] exchangestrong
[8] bigdata
[8] twitter
[7] socialmedia
[3] tiktok
[2] ff
[2] communityservice
[1] exchangecares
[1] bullyingpreventionday
[1] bekind

Top Hashtags in Tweet in G3:
[14] exchangestrong
[13] tiktok
[12] ff
[9] doggy
[9] dataanalytics
[9] datascience
[6] bigdata
[6] twitter
[4] socialmedia
[2] exchangecares

Top Hashtags in Tweet in G4:
[5] exchangestrong
[2] bigdata
[2] twitter
[2] socialmedia
[1] tiktok
[1] ff
[1] influencers
[1] tech

Top Words
Top Words in Tweet in Entire Graph:
[124] #exchangestrong
[112] michaelbathurst
[112] this0499154500
[109] chidambara09
[103] melanieluckey
[99] nodexl
[80] docassar
[78] exchangeclub
[43] procurement2030
[42] procurementstar

Top Words in Tweet in G1:
[37] melanieluckey
[37] this0499154500
[36] #exchangestrong
[36] nodexl
[34] michaelbathurst
[30] docassar
[29] chidambara09
[23] exchangeclub
[11] supplychain2030
[11] procurement2030

Top Words in Tweet in G2:
[69] #exchangestrong
[66] chidambara09
[61] this0499154500
[56] michaelbathurst
[53] nodexl
[52] melanieluckey
[46] exchangeclub
[40] docassar
[24] procurementstar
[23] procurement2030

Top Words in Tweet in G3:
[16] michaelbathurst
[14] #exchangestrong
[13] #tiktok
[12] #ff
[9] ÿ
[9] #datascience
[9] michaelbathurst63's
[9] chidambara09
[9] melanieluckey
[9] check

Top Words in Tweet in G4:
[6] michaelbathurst
[5] #exchangestrong
[5] chidambara09
[5] melanieluckey
[5] this0499154500
[3] nodexl
[3] docassar
[2] twitter
[2] supplychain2030
[2] excellence

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[92] #exchangestrong,nodexl
[84] melanieluckey,chidambara09
[80] chidambara09,this0499154500
[50] michaelbathurst,melanieluckey
[42] nodexl,michaelbathurst
[41] this0499154500,exchangeclub
[41] nodexl,melanieluckey
[37] docassar,#exchangestrong
[30] procurementstar,exchangeclub
[24] michaelbathurst,#exchangestrong

Top Word Pairs in Tweet in G1:
[29] #exchangestrong,nodexl
[25] melanieluckey,chidambara09
[25] chidambara09,this0499154500
[19] michaelbathurst,melanieluckey
[16] this0499154500,exchangeclub
[15] docassar,#exchangestrong
[14] nodexl,michaelbathurst
[12] nodexl,melanieluckey
[9] melanieluckey,this0499154500
[9] supplychain2030,procurement2030

Top Word Pairs in Tweet in G2:
[53] #exchangestrong,nodexl
[47] melanieluckey,chidambara09
[44] chidambara09,this0499154500
[25] nodexl,melanieluckey
[24] michaelbathurst,melanieluckey
[22] this0499154500,exchangeclub
[22] nodexl,michaelbathurst
[20] docassar,#exchangestrong
[19] procurementstar,exchangeclub
[16] michaelbathurst,#exchangestrong

Top Word Pairs in Tweet in G3:
[12] #tiktok,#ff
[9] #dataanalytics,#datascience
[9] ÿ,#doggy
[9] video,#tiktok
[9] #ff,gems
[9] #doggy,#dataanalytics
[9] gems,ÿ
[9] check,michaelbathurst63's
[9] michaelbathurst63's,video
[8] #datascience,#liâ

Top Word Pairs in Tweet in G4:
[5] chidambara09,this0499154500
[5] melanieluckey,chidambara09
[3] #exchangestrong,nodexl
[2] #exchangestrong,#bigdata
[2] following,michaelbathurst
[2] supplychain2030,procurement2030
[2] michaelbathurst,melanieluckey
[2] nodexl,michaelbathurst
[2] #bigdata,#twitter
[2] twitter,excellence

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@this0499154500
@chidambara09
@melanieluckey
@michaelbathurst
@exchangeclub
@docassar
@procurement2030
@procurementstar
@supplychain2030
@salhaj

Top Mentioned in G1:
@melanieluckey
@this0499154500
@chidambara09
@michaelbathurst
@exchangeclub
@docassar
@supplychain2030
@procurement2030
@procurementstar
@salhaj

Top Mentioned in G2:
@chidambara09
@this0499154500
@melanieluckey
@michaelbathurst
@exchangeclub
@docassar
@procurementstar
@procurement2030
@supplychain2030
@salhaj

Top Mentioned in G3:
@michaelbathurst
@melanieluckey
@chidambara09
@this0499154500
@exchangeclub
@procurementstar
@supplychain2030
@procurement2030
@docassar
@salhaj

Top Mentioned in G4:
@michaelbathurst
@melanieluckey
@chidambara09
@this0499154500
@docassar
@sw_reviews
@supplychain2030
@procurement2030
@salhaj
@newsprotection

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@codewithtwitchi
@xeronbot
@jamesvgingerich
@edward733
@felixnater
@_reactdev
@shoutmgb
@pythonbot_by_pm
@mpweirdopodcast

Top Tweeters in G1:
@chidambara09
@felixnater
@mpweirdopodcast
@fmfrancoise
@corpus_news
@salhaj
@betamoroney
@enilev
@proc
@this0499154500

Top Tweeters in G2:
@_reactdev
@pythonbot_by_pm
@wordpressvee
@procurement2030
@procurementstar
@supplychain2030
@azuretweetbot
@supplychain
@docassar
@exchangeclub

Top Tweeters in G3:
@codewithtwitchi
@xeronbot
@jamesvgingerich
@edward733
@michaelbathurst
@flutterbyamey
@barron00
@carbonumjist
@indra_bartona
@kimadele10

Top Tweeters in G4:
@shoutmgb
@xthebigdatabotx
@exchange5g
@sw_reviews
@newsprotection

Top Tweeters in G5:
@michaela
@excha
@proca


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