#exchangestrong, Twitter, 12/25/2022 3:39:10 PM, 286941


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#exchangestrong_2022-12-25_06-28-11.xlsx
#exchangestrong_2022-12-25_06-28-11.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 25, 2022
Short Description:
#exchangestrong via NodeXL https://bit.ly/3I3wtSU
@michaelbathurst
@chidambara09
@supplychain2030
@this0499154500
@procurementstar
@exchangeclub
@shoutmgb
@procurement2030
@docassar
@melanieluckey

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

Description:
Description
The graph represents a network of 57 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, 25 December 2022 at 14:28 UTC.

The requested start date was Sunday, 25 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 108-day, 5-hour, 19-minute period from Thursday, 01 September 2022 at 22:00 UTC to Monday, 19 December 2022 at 03:19 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 : 57
Unique Edges : 96
Edges With Duplicates : 1005
Total Edges : 1101
Number of Edge Types : 5
MentionsInRetweet : 641
Retweet : 127
Mentions : 316
Replies to : 10
Tweet : 7
Self-Loops : 8
Reciprocated Vertex Pair Ratio : 0.218274111675127
Reciprocated Edge Ratio : 0.358333333333333
Connected Components : 4
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 54
Maximum Edges in a Connected Component : 1101
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 2.100823
Graph Density : 0.075187969924812
Modularity : 0.088927
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 57 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, 25 December 2022 at 14:28 UTC.

The requested start date was Sunday, 25 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 108-day, 5-hour, 19-minute period from Thursday, 01 September 2022 at 22:00 UTC to Monday, 19 December 2022 at 03:19 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
[18] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=286042
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=281739
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=285492
[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
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=286541

Top URLs in Tweet in G1:
[18] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=283029
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=286042
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=282046
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=281739
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=285492
[5] 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
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=286541
[1] https://members.nationalexchangeclub.org/discover/find

Top URLs in Tweet in G2:
[14] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=283029
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=282046
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=286042
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=281739
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280050
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=281289
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=286541
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=285492

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
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=286042
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=282046
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=285492
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280884
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=281289

Top URLs in Tweet in G4:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=283029
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=282046
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=281739
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=286042
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=286541
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=281289
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=285492

Top Domains
Top Domains in Tweet in Entire Graph:
[116] nodexlgraphgallery.org
[9] tiktok.com
[3] nationalexchangeclub.org

Top Domains in Tweet in G1:
[61] nodexlgraphgallery.org
[3] nationalexchangeclub.org

Top Domains in Tweet in G2:
[34] nodexlgraphgallery.org

Top Domains in Tweet in G3:
[9] nodexlgraphgallery.org
[9] tiktok.com

Top Domains in Tweet in G4:
[12] nodexlgraphgallery.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[157] exchangestrong
[31] bigdata
[30] twitter
[27] socialmedia
[22] tiktok
[16] ff
[9] doggy
[9] dataanalytics
[9] datascience
[8] nodexl



Top Hashtags in Tweet in G1:
[69] exchangestrong
[2] communityservice
[1] bullyingpreventionday
[1] bekind
[1] faq
[1] explore
[1] questionandanswer

Top Hashtags in Tweet in G2:
[48] exchangestrong
[14] bigdata
[14] twitter
[12] socialmedia
[7] tiktok
[4] ff
[2] exchangecares
[1] influencers
[1] tech

Top Hashtags in Tweet in G3:
[18] exchangestrong
[15] tiktok
[12] ff
[9] doggy
[9] dataanalytics
[9] datascience
[8] bigdata
[8] twitter
[6] socialmedia
[2] exchangecares

Top Hashtags in Tweet in G4:
[22] exchangestrong
[9] bigdata
[9] socialmedia
[8] twitter
[8] nodexl
[5] ai
[4] ces2023
[3] tech
[1] iiot
[1] digitalhealth

Top Words
Top Words in Tweet in Entire Graph:
[157] #exchangestrong
[156] michaelbathurst
[137] chidambara09
[131] this0499154500
[128] nodexl
[115] melanieluckey
[102] exchangeclub
[98] docassar
[65] supplychain2030
[52] procurement2030

Top Words in Tweet in G1:
[74] chidambara09
[73] michaelbathurst
[69] #exchangestrong
[61] nodexl
[60] this0499154500
[49] melanieluckey
[48] exchangeclub
[38] docassar
[22] supplychain2030
[16] procurementstar

Top Words in Tweet in G2:
[48] #exchangestrong
[39] michaelbathurst
[39] chidambara09
[36] this0499154500
[35] melanieluckey
[34] nodexl
[28] docassar
[26] exchangeclub
[20] supplychain2030
[17] procurement2030

Top Words in Tweet in G3:
[18] #exchangestrong
[18] michaelbathurst
[15] #tiktok
[12] #ff
[11] chidambara09
[11] melanieluckey
[11] this0499154500
[10] exchangeclub
[9] supplychain2030
[9] ÿ

Top Words in Tweet in G4:
[26] michaelbathurst
[24] this0499154500
[24] nodexl
[23] docassar
[22] #exchangestrong
[20] melanieluckey
[18] exchangeclub
[14] supplychain2030
[14] congrats
[13] chidambara09

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[119] #exchangestrong,nodexl
[85] chidambara09,this0499154500
[84] melanieluckey,chidambara09
[68] nodexl,michaelbathurst
[55] michaelbathurst,melanieluckey
[45] docassar,#exchangestrong
[41] this0499154500,exchangeclub
[41] nodexl,melanieluckey
[40] exchangeclub,supplychain2030
[36] michaelbathurst,#exchangestrong

Top Word Pairs in Tweet in G1:
[61] #exchangestrong,nodexl
[41] melanieluckey,chidambara09
[39] chidambara09,this0499154500
[35] nodexl,michaelbathurst
[26] docassar,#exchangestrong
[26] michaelbathurst,melanieluckey
[25] michaelbathurst,#exchangestrong
[21] nodexl,melanieluckey
[18] this0499154500,exchangeclub
[16] procurementstar,exchangeclub

Top Word Pairs in Tweet in G2:
[34] #exchangestrong,nodexl
[30] chidambara09,this0499154500
[28] melanieluckey,chidambara09
[20] nodexl,michaelbathurst
[16] michaelbathurst,melanieluckey
[14] #bigdata,#twitter
[14] #exchangestrong,#bigdata
[13] top,hashtags
[13] hashtags,#exchangestrong
[13] this0499154500,exchangeclub

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

Top Word Pairs in Tweet in G4:
[15] #exchangestrong,nodexl
[10] chidambara09,this0499154500
[9] exchangeclub,supplychain2030
[8] #bigdata,#twitter
[8] everyone,congrats
[8] this0499154500,exchangeclub
[8] melanieluckey,chidambara09
[8] michaelbathurst,melanieluckey
[7] nodexl,michaelbathurst
[7] melanieluckey,this0499154500

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

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

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

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

Top Mentioned in G4:
@this0499154500
@melanieluckey
@exchangeclub
@michaelbathurst
@supplychain2030
@chidambara09
@docassar
@procurementstar
@procurement2030
@nodexl

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

Top Tweeters in G1:
@_reactdev
@pythonbot_by_pm
@wordpressvee
@danwils42696605
@procurement2030
@procurementstar
@supplychain2030
@azuretweetbot
@t
@supplychain

Top Tweeters in G2:
@felixnater
@shoutmgb
@mpweirdopodcast
@fmfrancoise
@corpus_news
@salhaj
@xthebigdatabotx
@proc
@this0499154500
@hashtagmarketi7

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

Top Tweeters in G4:
@chidambara09
@betamoroney
@enilev
@nodexl
@me

Top Tweeters in G5:
@michaela
@excha
@proca


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