exchangeclub, Twitter, 8/15/2021 8:17:00 PM, 260202


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exchangeclub_2021-08-15_12-54-41.xlsx
exchangeclub_2021-08-15_12-54-41.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 15, 2021
Short Description:
exchangeclub via NodeXL https://bit.ly/3ABqOfM
@exchangeclub
@ingcolombo
@john_p_price
@chidambara09
@supplychain2030
@michaelbathurst
@procurement2030
@procurementstar
@docassar
@elizmarkowitz

Top hashtags:
#exchangestrong
#exchangecares
#xcmemphis
#americanism

Description:
Description
The graph represents a network of 45 Twitter users whose tweets in the requested range contained "exchangeclub", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 15 August 2021 at 19:54 UTC.

The requested start date was Sunday, 15 August 2021 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 71-day, 4-hour, 44-minute period from Tuesday, 01 June 2021 at 14:10 UTC to Wednesday, 11 August 2021 at 18:54 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 : 45
Unique Edges : 54
Edges With Duplicates : 501
Total Edges : 555
Number of Edge Types : 5
Mentions : 203
MentionsInRetweet : 250
Retweet : 53
Replies to : 9
Tweet : 40
Self-Loops : 40
Reciprocated Vertex Pair Ratio : 0.155963302752294
Reciprocated Edge Ratio : 0.26984126984127
Connected Components : 3
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 39
Maximum Edges in a Connected Component : 545
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.376212
Graph Density : 0.0636363636363636
Modularity : 0.123078
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 45 Twitter users whose tweets in the requested range contained "exchangeclub", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 15 August 2021 at 19:54 UTC.

The requested start date was Sunday, 15 August 2021 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 71-day, 4-hour, 44-minute period from Tuesday, 01 June 2021 at 14:10 UTC to Wednesday, 11 August 2021 at 18:54 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 : exchangeclub
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=258280
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259790
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=256831
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=257299
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=255878
[4] https://twitter.com/IngColombo/status/1400704191669153793
[4] http://BuyExchange.org
[4] https://www.nationalexchangeclub.org/convention/
[3] https://twitter.com/IngColombo/status/1422999754318008320
[3] https://www.youtube.com/watch?v=vPjZN2SxHPs


Top URLs in Tweet in G1:
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=258280
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259790
[4] https://twitter.com/IngColombo/status/1400704191669153793
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=257299
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=255878
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=256831
[3] https://twitter.com/IngColombo/status/1422999754318008320
[2] https://twitter.com/IngColombo/status/1404007175480020994
[1] https://twitter.com/IngColombo/status/1423922990576775171
[1] https://twitter.com/docassar/status/1399280816904151042

Top URLs in Tweet in G2:
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259790
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=256831
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=258280
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=257299
[1] https://www.youtube.com/watch?v=vPjZN2SxHPs

[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=255878

Top URLs in Tweet in G3:
[4] http://BuyExchange.org
[4] https://www.nationalexchangeclub.org/convention/
[2] https://reservations.travelclick.com/95096?groupID=3203955#/guestsandrooms
[2] https://events.eply.com/Exchanges103rdNationalConvention3362601/signin
[2] https://www.youtube.com/watch?v=vPjZN2SxHPs

[2] https://www.bluetoad.com/publication/?i=713067&pre=1
[1] https://myemail.constantcontact.com/subject.html?soid=1102534231567&aid=BGmL0JYXvhc
[1] https://members.nationalexchangeclub.org/content/awards
[1] https://www.almanac.com/content/flag-day-celebration-american-flag
[1] https://docs.google.com/forms/d/e/1FAIpQLSceDaQ3xTwiS89EjVSee4Od7Q4z9r-iPAKLx6o1Umo4DGP3bg/viewform

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[83] exchangestrong
[15] exchangecares
[14] xcmemphis
[7] americanism
[7] togetheragain
[5] nationalchildabusepreventionmonth
[5] exchangestronger
[5] college
[4] bigdata
[4] twitter



Top Hashtags in Tweet in G1:
[34] exchangestrong
[6] exchangecares
[2] nationalchildabusepreventionmonth
[1] blaupass

Top Hashtags in Tweet in G2:
[30] exchangestrong
[7] exchangecares
[4] bigdata
[4] twitter
[4] socialmedia
[3] americanism
[3] nationalchildabusepreventionmonth
[1] linkedin
[1] rediscover
[1] reengage

Top Hashtags in Tweet in G3:
[19] exchangestrong
[14] xcmemphis
[7] togetheragain
[5] exchangestronger
[4] americanism
[3] nationalconvention
[3] independenceday
[2] exchangechildrensday
[2] exchangecares
[2] dontmissthisdeal

Top Hashtags in Tweet in G4:
[1] d187together

Top Hashtags in Tweet in G5:
[5] college
[1] coastalgeorgia
[1] officeroftheyear
[1] exchangeclub
[1] brunswick

Top Hashtags in Tweet in G6:
[1] unityforservice
[1] faithfamilyfinance
[1] missouricity
[1] exchangeclub

Top Words
Top Words in Tweet in Entire Graph:
[83] #exchangestrong
[80] docassar
[72] exchangeclub
[63] ingcolombo
[52] chidambara09
[48] xcmuskogee
[47] nodexl
[31] supplychain2030
[27] procurement2030
[26] exchange

Top Words in Tweet in G1:
[50] docassar
[39] ingcolombo
[35] chidambara09
[35] exchangeclub
[34] #exchangestrong
[27] xcmuskogee
[20] nodexl
[13] procurement
[13] supplychain2030
[12] procurement2030

Top Words in Tweet in G2:
[30] docassar
[30] #exchangestrong
[27] nodexl
[26] exchangeclub
[24] ingcolombo
[21] xcmuskogee
[18] supplychain2030
[17] chidambara09
[15] procurement2030
[15] procurementstar

Top Words in Tweet in G3:
[20] convention
[19] #exchangestrong
[19] exchange
[14] national
[14] #xcmemphis
[11] club
[10] year
[10] july
[10] exchangeclub
[9] june

Top Words in Tweet in G4:
[4] students
[3] congratulations
[3] nmsapride
[3] 7th
[3] grade
[3] citizenship
[3] award
[3] thank
[3] exchange
[3] club

Top Words in Tweet in G5:
[10] officer
[5] congratulations
[5] robert
[5] myles
[5] recently
[5] named
[5] year
[5] #college
[5] annual
[4] ccgatweets

Top Words in Tweet in G6:
[2] jake

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[44] docassar,xcmuskogee
[41] #exchangestrong,nodexl
[33] ingcolombo,exchangeclub
[32] nodexl,docassar
[24] xcmuskogee,chidambara09
[24] chidambara09,ingcolombo
[23] exchangeclub,ingcolombo
[21] docassar,#exchangestrong
[15] #exchangestrong,#exchangecares
[15] exchange,club

Top Word Pairs in Tweet in G1:
[27] docassar,xcmuskogee
[20] #exchangestrong,nodexl
[18] ingcolombo,exchangeclub
[17] nodexl,docassar
[15] docassar,#exchangestrong
[14] xcmuskogee,chidambara09
[14] chidambara09,ingcolombo
[14] exchangeclub,ingcolombo
[13] chidambara09,docassar
[12] xcmuskogee,exchangeclub

Top Word Pairs in Tweet in G2:
[21] #exchangestrong,nodexl
[17] docassar,xcmuskogee
[15] nodexl,docassar
[15] ingcolombo,exchangeclub
[10] xcmuskogee,chidambara09
[10] chidambara09,ingcolombo
[9] exchangeclub,ingcolombo
[9] exchangeclub,procurementstar
[7] ingcolombo,supplychain2030
[7] procurementstar,supplychain2030

Top Word Pairs in Tweet in G3:
[10] exchange,club
[8] national,convention
[6] register,convention
[5] 2021,national
[4] exchange's,website
[4] #exchangestrong,#exchangestronger
[4] available,online
[4] july,31
[3] exchange,education
[3] convention,july

Top Word Pairs in Tweet in G4:
[3] congratulations,nmsapride
[3] nmsapride,7th
[3] 7th,grade
[3] grade,citizenship
[3] citizenship,award
[3] award,students
[3] students,thank
[3] thank,exchange
[3] exchange,club
[3] club,north

Top Word Pairs in Tweet in G5:
[5] congratulations,officer
[5] officer,robert
[5] robert,myles
[5] myles,recently
[5] recently,named
[5] named,officer
[5] officer,year
[5] year,#college
[5] #college,annual
[4] ccgatweets,congratulations

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@exchangeclub
@ingcolombo
@docassar
@chidambara09
@xcmuskogee
@supplychain2030
@procurement2030
@procurementstar
@procurement
@godfrey_g_

Top Mentioned in G1:
@docassar
@chidambara09
@exchangeclub
@ingcolombo
@xcmuskogee
@procurement
@supplychain2030
@procurement2030
@procurementstar
@godfrey_g_

Top Mentioned in G2:
@exchangeclub
@ingcolombo
@xcmuskogee
@docassar
@supplychain2030
@chidambara09
@procurement2030
@procurementstar
@godfrey_g_
@procurement

Top Mentioned in G3:
@exchangeclub
@peabodymemphis
@lawrenceincity
@elizmarkowitz

Top Mentioned in G4:
@nmsapride
@john_p_price
@nccusd
@exchangeclub

Top Mentioned in G5:
@ccgatweets

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@llnuxbot
@godfrey_g_
@michaelbathurst
@digitalmehmet
@mpweirdopodcast
@procurementstar
@procurement2030
@supplychain2030
@sancorn

Top Tweeters in G1:
@procurementstar
@procurement2030
@supplychain2030
@ingcolombo
@proc
@indems
@indgop
@procurement
@cowboyjoe24
@supply

Top Tweeters in G2:
@chidambara09
@llnuxbot
@godfrey_g_
@michaelbathurst
@digitalmehmet
@mpweirdopodcast
@nodexl
@shopmyexchange
@docassar
@xcmuskogee

Top Tweeters in G3:
@sancorn
@richnye13
@peabodymemphis
@justinboydar
@elizmarkowitz
@exchangeclub
@exchangeclublh
@lawrenceincity
@the_cpca

Top Tweeters in G4:
@svetsthinktank
@john_p_price
@nccusd
@dattarubina
@nmsapride

Top Tweeters in G5:
@coachcharris1
@rogerhodge
@ccgatweets
@ccgawomensbball
@summrgrl623

Top Tweeters in G6:
@starfoxfinance