#exchangestrong, Twitter, 8/15/2021 1:31:05 PM, 260163


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#exchangestrong_2021-08-15_06-27-21.xlsx
#exchangestrong_2021-08-15_06-27-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 15, 2021
Short Description:
#exchangestrong via NodeXL https://bit.ly/2Xj92zp
@ingcolombo
@chidambara09
@supplychain2030
@michaelbathurst
@procurementstar
@procurement2030
@exchangeclub
@docassar
@mpweirdopodcast
@indems

Top hashtags:
#exchangestrong
#exchangecares

Description:
Description
The graph represents a network of 27 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, 15 August 2021 at 13:27 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 69-day, 5-hour, 32-minute period from Tuesday, 01 June 2021 at 14:10 UTC to Monday, 09 August 2021 at 19:43 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 : 27
Unique Edges : 45
Edges With Duplicates : 429
Total Edges : 474
Number of Edge Types : 5
Mentions : 175
MentionsInRetweet : 230
Retweet : 43
Replies to : 7
Tweet : 19
Self-Loops : 19
Reciprocated Vertex Pair Ratio : 0.186813186813187
Reciprocated Edge Ratio : 0.314814814814815
Connected Components : 1
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 27
Maximum Edges in a Connected Component : 474
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.8107
Graph Density : 0.153846153846154
Modularity : 0.085511
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 27 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, 15 August 2021 at 13:27 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 69-day, 5-hour, 32-minute period from Tuesday, 01 June 2021 at 14:10 UTC to Monday, 09 August 2021 at 19:43 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
[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
[3] https://twitter.com/IngColombo/status/1422999754318008320
[3] https://www.youtube.com/watch?v=vPjZN2SxHPs

[3] http://BuyExchange.org
[2] https://twitter.com/IngColombo/status/1404007175480020994

Top URLs in Tweet in G1:
[4] 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://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=255878

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

[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259790
[3] http://BuyExchange.org
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=258280
[2] https://twitter.com/IngColombo/status/1400704191669153793
[2] https://twitter.com/IngColombo/status/1404007175480020994
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=257299
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=255878
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=256831
[1] https://twitter.com/IngColombo/status/1423922990576775171

Top URLs in Tweet in G3:
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=258280
[2] https://twitter.com/IngColombo/status/1422999754318008320
[2] https://twitter.com/IngColombo/status/1400704191669153793
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=255878
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=256831
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=257299
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259790

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[83] exchangestrong
[15] exchangecares
[5] nationalchildabusepreventionmonth
[5] exchangestronger
[4] bigdata
[4] twitter
[4] socialmedia
[4] togetheragain
[3] rediscover
[3] reengage



Top Hashtags in Tweet in G1:
[28] exchangestrong
[7] exchangecares
[4] bigdata
[4] twitter
[4] socialmedia
[3] nationalchildabusepreventionmonth
[2] americanism
[1] linkedin

Top Hashtags in Tweet in G2:
[41] exchangestrong
[8] exchangecares
[5] exchangestronger
[4] togetheragain
[3] rediscover
[3] reengage
[2] nationalchildabusepreventionmonth
[2] exchangechildrensday
[2] dontmissthisdeal
[2] promoteexchange

Top Hashtags in Tweet in G3:
[14] exchangestrong

Top Words
Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[41] #exchangestrong,nodexl
[41] docassar,xcmuskogee
[32] nodexl,docassar
[31] ingcolombo,exchangeclub
[24] xcmuskogee,chidambara09
[24] chidambara09,ingcolombo
[23] exchangeclub,ingcolombo
[21] docassar,#exchangestrong
[15] #exchangestrong,#exchangecares
[14] exchangeclub,procurement

Top Word Pairs in Tweet in G1:
[20] #exchangestrong,nodexl
[16] docassar,xcmuskogee
[14] nodexl,docassar
[14] ingcolombo,exchangeclub
[10] xcmuskogee,chidambara09
[10] chidambara09,ingcolombo
[8] exchangeclub,ingcolombo
[8] exchangeclub,procurementstar
[7] top,hashtags
[7] hashtags,#exchangestrong

Top Word Pairs in Tweet in G2:
[13] docassar,xcmuskogee
[9] #exchangestrong,nodexl
[9] exchangeclub,ingcolombo
[8] nodexl,docassar
[8] #exchangestrong,#exchangecares
[7] ingcolombo,exchangeclub
[7] chidambara09,docassar
[7] xcmuskogee,exchangeclub
[6] docassar,#exchangestrong
[6] xcmuskogee,chidambara09

Top Word Pairs in Tweet in G3:
[12] docassar,xcmuskogee
[12] #exchangestrong,nodexl
[10] ingcolombo,exchangeclub
[10] nodexl,docassar
[9] docassar,#exchangestrong
[8] xcmuskogee,chidambara09
[8] chidambara09,ingcolombo
[6] exchangeclub,ingcolombo
[6] exchangeclub,procurement
[4] chidambara09,docassar

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:
@exchangeclub
@ingcolombo
@xcmuskogee
@docassar
@supplychain2030
@chidambara09
@procurement2030
@procurementstar
@godfrey_g_
@procurement

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

Top Mentioned in G3:
@ingcolombo
@chidambara09
@docassar
@exchangeclub
@xcmuskogee
@procurement
@michaelbathurst
@indems
@indgop
@shgtus

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

Top Tweeters in G1:
@chidambara09
@llnuxbot
@godfrey_g_
@michaelbathurst
@mpweirdopodcast
@procurement
@nodexl
@shopmyexchange
@docassar
@godf

Top Tweeters in G2:
@digitalmehmet
@supplychain2030
@ingcolombo
@cowboyjoe24
@exchangeclub
@exchangeclublh
@chineseembinuk
@xcmuskogee
@embassyvietnam

Top Tweeters in G3:
@procurementstar
@procurement2030
@proc
@indems
@indgop
@supply
@shgtus
@news_drewlarson