#exchangestrong, Twitter, 8/8/2021 5:14:04 PM, 259790


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#exchangestrong_2021-08-08_06-27-21.xlsx
#exchangestrong_2021-08-08_06-27-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 08, 2021
Short Description:
#exchangestrong via NodeXL https://bit.ly/3iyrYTc
@docassar
@chidambara09
@exchangeclub
@ingcolombo
@supplychain2030
@xcmuskogee
@michaelbathurst
@procurement2030
@procurementstar
@procurement

Top hashtags:
#exchangestrong
#exchangecares
#americanism

Description:
Description
The graph represents a network of 31 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, 08 August 2021 at 13:27 UTC.

The requested start date was Sunday, 08 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 72-day, 4-hour, 25-minute period from Monday, 03 May 2021 at 16:34 UTC to Wednesday, 14 July 2021 at 20:59 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 : 31
Unique Edges : 41
Edges With Duplicates : 691
Total Edges : 732
Number of Edge Types : 5
Retweet : 77
MentionsInRetweet : 411
Mentions : 211
Replies to : 6
Tweet : 27
Self-Loops : 27
Reciprocated Vertex Pair Ratio : 0.207547169811321
Reciprocated Edge Ratio : 0.34375
Connected Components : 1
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 31
Maximum Edges in a Connected Component : 732
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.91051
Graph Density : 0.137634408602151
Modularity : 0.071401
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 31 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, 08 August 2021 at 13:27 UTC.

The requested start date was Sunday, 08 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 72-day, 4-hour, 25-minute period from Monday, 03 May 2021 at 16:34 UTC to Wednesday, 14 July 2021 at 20:59 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:
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=258280
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=256831
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=255002
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=257299
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=255878
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=255524
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=254004
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=255463
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=255110
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=254069

Top URLs in Tweet in G1:
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=258280
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=255002
[4] https://twitter.com/IngColombo/status/1400704191669153793
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=257299
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=254069
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=254004
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=255110
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=255524
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=255463
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=255393

Top URLs in Tweet in G2:
[5] http://BuyExchange.org
[3] https://www.youtube.com/watch?v=vPjZN2SxHPs

[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=256831
[2] https://twitter.com/MuskogeePhoenix/status/1382711584737398785
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=254004
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=255002
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=255524
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=255878
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=258280
[1] https://us02web.zoom.us/webinar/register/WN_50FWCIrXQYCQBAPjcgdyOA?fbclid=IwAR11MwVYKBwUzq3I8rcp1WQZXpXKdR9gqdcibWZ991-_oALMK4Dl-xJoafw

Top URLs in Tweet in G3:
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=258280
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=254004
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=254069
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=254895
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=254920
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=255002
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=255110
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=255393
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=255463
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=255524

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[116] exchangestrong
[21] exchangecares
[9] americanism
[9] nationalchildabusepreventionmonth
[5] exchangestronger
[4] togetheragain
[3] rediscover
[3] reengage
[3] exchangechildrensday
[2] exchangeeducation



Top Hashtags in Tweet in G1:
[40] exchangestrong
[4] exchangecares
[2] nationalchildabusepreventionmonth

Top Hashtags in Tweet in G2:
[52] exchangestrong
[9] americanism
[5] exchangestronger
[4] togetheragain
[3] exchangechildrensday
[3] exchangecares
[3] rediscover
[3] reengage
[2] exchangeeducation
[2] memorialday

Top Hashtags in Tweet in G3:
[24] exchangestrong
[14] exchangecares
[7] nationalchildabusepreventionmonth
[1] ai

Top Words
Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[60] #exchangestrong,nodexl
[50] docassar,xcmuskogee
[43] docassar,#exchangestrong
[37] ingcolombo,exchangeclub
[33] exchangeclub,ingcolombo
[28] nodexl,chidambara09
[26] docassar,exchangeclub
[25] chidambara09,docassar
[24] xcmuskogee,chidambara09
[24] chidambara09,ingcolombo

Top Word Pairs in Tweet in G1:
[32] #exchangestrong,nodexl
[29] docassar,#exchangestrong
[27] docassar,xcmuskogee
[20] ingcolombo,exchangeclub
[19] exchangeclub,ingcolombo
[18] docassar,exchangeclub
[16] chidambara09,docassar
[16] nodexl,chidambara09
[16] ingcolombo,procurement
[14] xcmuskogee,chidambara09

Top Word Pairs in Tweet in G2:
[18] #exchangestrong,nodexl
[15] docassar,xcmuskogee
[14] docassar,#exchangestrong
[11] ingcolombo,exchangeclub
[9] exchangeclub,ingcolombo
[7] exchange,club
[7] #americanism,#exchangestrong
[7] nodexl,chidambara09
[6] 20,throughout
[6] docassar,exchangeclub

Top Word Pairs in Tweet in G3:
[14] top,hashtags
[14] hashtags,#exchangestrong
[14] #exchangestrong,#exchangecares
[10] #exchangestrong,nodexl
[9] procurement2030,supplychain2030
[8] docassar,xcmuskogee
[8] procurementstar,procurement2030
[7] #exchangecares,#nationalchildabusepreventionmonth
[6] ingcolombo,exchangeclub
[6] procurementstar,supplychain2030

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

Top Mentioned in G1:
@chidambara09
@docassar
@exchangeclub
@ingcolombo
@xcmuskogee
@procurement
@news_drewlarson
@dcsirish
@procurement2030
@shgtus

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

Top Mentioned in G3:
@docassar
@chidambara09
@exchangeclub
@procurementstar
@supplychain2030
@procurement2030
@ingcolombo
@xcmuskogee
@godfrey_g_
@shopmyexchange

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@llnuxbot
@ssxman2
@godfrey_g_
@michaelbathurst
@mpweirdopodcast
@procurementstar
@procurement2030
@supplychain2030
@kc5fm

Top Tweeters in G1:
@procurementstar
@procurement2030
@supplychain2030
@ingcolombo
@proc
@supply
@dcsirish
@shgtus
@news_drewlarson
@chineseembinuk

Top Tweeters in G2:
@chidambara09
@ssxman2
@godfrey_g_
@mpweirdopodcast
@procurement
@nodexl
@shelf_club
@exchangeclub
@exchangeclublh
@xcmuskogee

Top Tweeters in G3:
@llnuxbot
@michaelbathurst
@kc5fm
@cowboyjoe24
@shopmyexchange
@brentwooddeanna
@docassar
@godf