#exchangestrong, Twitter, 9/11/2022 9:44:01 PM, 281739


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

Top hashtags:
#exchangestrong
#bigdata
#twitter
#socialmedia

Description:
Description
The graph represents a network of 45 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 September 2022 at 13:28 UTC.

The requested start date was Sunday, 11 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 86-day, 4-hour, 25-minute period from Tuesday, 14 June 2022 at 17:35 UTC to Thursday, 08 September 2022 at 22:00 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 : 45
Unique Edges : 91
Edges With Duplicates : 584
Total Edges : 675
Number of Edge Types : 5
MentionsInRetweet : 425
Mentions : 155
Replies to : 8
Retweet : 71
Tweet : 16
Self-Loops : 16
Reciprocated Vertex Pair Ratio : 0.188888888888889
Reciprocated Edge Ratio : 0.317757009345794
Connected Components : 3
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 43
Maximum Edges in a Connected Component : 674
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.112432
Graph Density : 0.108080808080808
Modularity : 0.1616
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 45 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 September 2022 at 13:28 UTC.

The requested start date was Sunday, 11 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 86-day, 4-hour, 25-minute period from Tuesday, 14 June 2022 at 17:35 UTC to Thursday, 08 September 2022 at 22:00 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
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280050
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=278173
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280884
[3] 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:
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=278970
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=278173
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280050
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280884
[1] 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://www.youtube.com/watch?v=ToakH_oPwMg&ab_channel=GregPeters

[1] https://exchangeeducation.org/

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

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[79] 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:
[48] exchangestrong
[7] bigdata
[7] twitter
[7] exchangecares
[4] socialmedia
[3] xcgreenville
[3] faq
[2] growexchange
[1] communityservice
[1] growthbeforegreenville

Top Hashtags in Tweet in G2:
[26] exchangestrong
[8] bigdata
[7] twitter
[7] socialmedia
[1] salesforce
[1] iot
[1] tensorflow
[1] azure
[1] wordpress
[1] python

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 Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[64] procurementstar,exchangeclub
[47] #exchangestrong,nodexl
[38] this0499154500,procurementstar
[34] nodexl,chidambara09
[29] chidambara09,this0499154500
[28] michaelbathurst,this0499154500
[26] exchangeclub,procurement2030
[22] chidambara09,docassar
[21] michaelbathurst,#exchangestrong
[21] supplychain2030,michaelbathurst

Top Word Pairs in Tweet in G1:
[40] procurementstar,exchangeclub
[23] #exchangestrong,nodexl
[23] this0499154500,procurementstar
[21] nodexl,chidambara09
[19] chidambara09,this0499154500
[18] michaelbathurst,this0499154500
[17] exchangeclub,procurement2030
[17] chidambara09,docassar
[16] supplychain2030,michaelbathurst
[15] docassar,procurementstar

Top Word Pairs in Tweet in G2:
[24] #exchangestrong,nodexl
[24] procurementstar,exchangeclub
[15] this0499154500,procurementstar
[13] nodexl,chidambara09
[11] michaelbathurst,#exchangestrong
[10] chidambara09,this0499154500
[10] michaelbathurst,this0499154500
[9] exchangeclub,procurement2030
[7] docassar,this0499154500
[7] #bigdata,#twitter

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
@procurementstar
@this0499154500
@chidambara09
@docassar
@michaelbathurst
@procurement2030
@supplychain2030
@salhaj
@melanieluckey

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

Top Mentioned in G2:
@exchangeclub
@this0499154500
@procurementstar
@chidambara09
@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
@mjoehlerich
@pyscalellc
@shoutmgb
@salhaj
@michaelbathurst
@jdm7dv
@wordpressvee

Top Tweeters in G1:
@codedailybot
@xeronbot
@mjoehlerich
@pyscalellc
@shoutmgb
@michaelbathurst
@wordpressvee
@pythonbot_by_pm
@procurementstar
@procurement2030

Top Tweeters in G2:
@chidambara09
@salhaj
@jdm7dv
@betamoroney
@enilev
@this0499154500
@procurement
@supply
@nodexl
@supplychain

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

Top Tweeters in G4:
@michaela
@xchanover