#exchangestrong, Twitter, 9/18/2022 9:28:18 PM, 282046


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#exchangestrong_2022-09-18_06-28-11.xlsx
#exchangestrong_2022-09-18_06-28-11.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 18, 2022
Short Description:
#exchangestrong via NodeXL https://bit.ly/3RUt6zE
@melanieluckey
@chidambara09
@this0499154500
@exchangeclub
@supplychain2030
@procurement2030
@michaelbathurst
@docassar
@procurementstar
@salhaj

Top hashtags:
#exchangestrong
#bigdata
#twitter
#socialmedia

Description:
Description
The graph represents a network of 47 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, 18 September 2022 at 13:28 UTC.

The requested start date was Sunday, 18 September 2022 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 92-day, 21-hour, 41-minute period from Tuesday, 14 June 2022 at 17:35 UTC to Thursday, 15 September 2022 at 15:16 UTC.

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 : 47
Unique Edges : 90
Edges With Duplicates : 716
Total Edges : 806
Number of Edge Types : 5
Retweet : 87
MentionsInRetweet : 538
Mentions : 155
Replies to : 8
Tweet : 18
Self-Loops : 18
Reciprocated Vertex Pair Ratio : 0.180904522613065
Reciprocated Edge Ratio : 0.306382978723404
Connected Components : 3
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 45
Maximum Edges in a Connected Component : 805
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.079961
Graph Density : 0.108695652173913
Modularity : 0.139541
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 47 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, 18 September 2022 at 13:28 UTC.

The requested start date was Sunday, 18 September 2022 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 92-day, 21-hour, 41-minute period from Tuesday, 14 June 2022 at 17:35 UTC to Thursday, 15 September 2022 at 15:16 UTC.

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:
[19] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=278970
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280050
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=278173
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280884
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=281289
[1] https://members.nationalexchangeclub.org/sites/default/files/attachements/National
[1] Awards_no
[1] applications_2.pdf#overlay-context=content/awards
[1] https://members.nationalexchangeclub.org/discover/find
[1] https://www.nationalexchangeclub.org/programs-of-service/

Top URLs in Tweet in G1:
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=278970
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280050
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=278173
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=281289
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280884
[1] https://www.youtube.com/watch?v=ToakH_oPwMg&ab_channel=GregPeters

[1] https://exchangeeducation.org/
[1] https://www.nationalexchangeclub.org/programs-of-service/
[1] https://members.nationalexchangeclub.org/discover/find
[1] https://members.nationalexchangeclub.org/sites/default/files/attachements/National

Top URLs in Tweet in G2:
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=278970
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280050
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280884
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=278173
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=281289

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[88] exchangestrong
[15] bigdata
[14] twitter
[11] socialmedia
[8] exchangecares
[4] jacksontn
[3] faq
[3] xcgreenville
[2] misstnvol
[2] misstnvolunteer



Top Hashtags in Tweet in G1:
[56] exchangestrong
[14] bigdata
[13] twitter
[11] socialmedia
[7] exchangecares
[3] xcgreenville
[3] faq
[2] growexchange
[2] communityservice
[1] growthbeforegreenville

Top Hashtags in Tweet in G2:
[27] exchangestrong
[1] bigdata
[1] twitter
[1] exchangecares

Top Hashtags in Tweet in G3:
[4] exchangestrong
[4] jacksontn
[2] misstnvol
[2] misstnvolunteer
[1] footballcoach
[1] jacksonchristian
[1] libertytech

Top Hashtags in Tweet in G4:
[1] exchangestrong

Top Words
Top Words in Tweet in Entire Graph:
[90] exchangeclub
[88] #exchangestrong
[81] chidambara09
[79] procurementstar
[79] this0499154500
[69] michaelbathurst
[65] docassar
[62] nodexl
[57] procurement2030
[47] supplychain2030

Top Words in Tweet in G1:
[56] #exchangestrong
[55] exchangeclub
[47] procurementstar
[46] this0499154500
[43] michaelbathurst
[42] chidambara09
[40] docassar
[37] procurement2030
[36] nodexl
[34] supplychain2030

Top Words in Tweet in G2:
[39] chidambara09
[35] exchangeclub
[33] this0499154500
[32] procurementstar
[27] #exchangestrong
[26] nodexl
[26] michaelbathurst
[25] docassar
[20] procurement2030
[13] supplychain2030

Top Words in Tweet in G3:
[10] jacksonexchange
[8] today
[7] melanieluckey
[6] great
[6] hear
[6] jmcschools
[6] football
[6] coaches
[6] meeting
[6] jcmcougars

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[75] procurementstar,exchangeclub
[54] #exchangestrong,nodexl
[38] this0499154500,procurementstar
[37] exchangeclub,procurement2030
[37] nodexl,chidambara09
[36] michaelbathurst,this0499154500
[32] chidambara09,docassar
[31] chidambara09,this0499154500
[29] supplychain2030,michaelbathurst
[28] procurement2030,supplychain2030

Top Word Pairs in Tweet in G1:
[44] procurementstar,exchangeclub
[28] #exchangestrong,nodexl
[26] exchangeclub,procurement2030
[26] michaelbathurst,this0499154500
[24] supplychain2030,michaelbathurst
[23] procurement2030,supplychain2030
[22] chidambara09,docassar
[22] docassar,procurementstar
[20] this0499154500,melanielucke
[18] nodexl,chidambara09

Top Word Pairs in Tweet in G2:
[31] procurementstar,exchangeclub
[26] #exchangestrong,nodexl
[20] this0499154500,procurementstar
[19] nodexl,chidambara09
[15] michaelbathurst,#exchangestrong
[15] chidambara09,this0499154500
[11] exchangeclub,procurement2030
[10] chidambara09,docassar
[10] michaelbathurst,this0499154500
[8] docassar,this0499154500

Top Word Pairs in Tweet in G3:
[6] great,hear
[6] hear,jmcschools
[6] jmcschools,football
[6] football,coaches
[6] coaches,today
[6] today,jacksonexchange
[6] jacksonexchange,meeting
[6] meeting,jcmcougars
[6] jcmcougars,sshshawks
[6] sshshawks,tcaathletics

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

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

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

Top Mentioned in G3:
@jacksonexchange
@melanieluckey
@jmcschools
@jcmcougars
@sshshawks
@tcaathletics
@wthealthcare
@misstnvolpag

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@codedailybot
@xeronbot
@pyscalellc
@mjoehlerich
@_reactdev
@shoutmgb
@salhaj
@michaelbathurst
@jdm7dv

Top Tweeters in G1:
@chidambara09
@codedailybot
@xeronbot
@pyscalellc
@_reactdev
@shoutmgb
@michaelbathurst
@jdm7dv
@pythonbot_by_pm
@wordpressvee

Top Tweeters in G2:
@mjoehlerich
@salhaj
@procurement2030
@supplychain2030
@this0499154500
@procurement
@supply
@supplychain
@mela
@michael

Top Tweeters in G3:
@jmcschools
@melanieluckey
@tcaathletics
@sshshawks
@wthealthcare
@ap_baker1
@casshawndras
@jcmcougars
@misstnvolpag
@jacksonexchange

Top Tweeters in G4:
@michaela
@xchanover