#exchangestrong, Twitter, 3/27/2022 4:56:27 PM, 273813


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#exchangestrong_2022-03-27_06-27-21.xlsx
#exchangestrong_2022-03-27_06-27-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 27, 2022
Short Description:
#exchangestrong via NodeXL https://bit.ly/3qEBHL0
@chidambara09
@this0499154500
@supplychain2030
@docassar
@procurementstar
@procurement2030
@mjoehlerich
@ingcolombo
@exchangeclub
@fluttbot

Top hashtags:
#exchangestrong
#bigdata
#exchangecares
#xcmemphis
#twitter

Description:
Description
The graph represents a network of 97 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, 27 March 2022 at 13:27 UTC.

The requested start date was Sunday, 27 March 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 108-day, 7-hour, 38-minute period from Monday, 06 December 2021 at 12:44 UTC to Thursday, 24 March 2022 at 20:23 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 : 97
Unique Edges : 302
Edges With Duplicates : 2376
Total Edges : 2678
Number of Edge Types : 5
Mentions : 418
MentionsInRetweet : 1977
Retweet : 261
Replies to : 15
Tweet : 7
Self-Loops : 19
Reciprocated Vertex Pair Ratio : 0.104746317512275
Reciprocated Edge Ratio : 0.18962962962963
Connected Components : 4
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 91
Maximum Edges in a Connected Component : 2669
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.893709
Graph Density : 0.0724871134020619
Modularity : 0.097236
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 97 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, 27 March 2022 at 13:27 UTC.

The requested start date was Sunday, 27 March 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 108-day, 7-hour, 38-minute period from Monday, 06 December 2021 at 12:44 UTC to Thursday, 24 March 2022 at 20:23 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:
[28] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272656
[15] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269766
[14] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270137
[14] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269057
[14] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270510
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272017
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267640
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267116
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266787
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266827

Top URLs in Tweet in G1:
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272656
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269766
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266787
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267116
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267640
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270137
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272017
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269057
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270510
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266827

Top URLs in Tweet in G2:
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272656
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270510
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269766
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269057
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267640
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270137
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272017

Top URLs in Tweet in G3:
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272656
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270137
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272017
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267116
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269766
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270510
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269057
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266787
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267640

Top Domains
Top Domains in Tweet in Entire Graph:
[129] nodexlgraphgallery.org
[2] nationalexchangeclub.org

Top Domains in Tweet in G1:
[35] nodexlgraphgallery.org
[2] nationalexchangeclub.org

Top Domains in Tweet in G2:
[38] nodexlgraphgallery.org

Top Domains in Tweet in G3:
[56] nodexlgraphgallery.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[160] exchangestrong
[33] bigdata
[24] exchangecares
[24] xcmemphis
[23] twitter
[11] socialmedia
[10] nodexl
[7] linux
[7] flutter
[6] javascript



Top Hashtags in Tweet in G1:
[54] exchangestrong
[17] exchangecares
[17] xcmemphis
[17] bigdata
[10] twitter
[3] growexchange
[2] xcgreenville
[2] internationalwomensday
[1] nodexl
[1] exchangeclub

Top Hashtags in Tweet in G2:
[53] exchangestrong
[16] bigdata
[13] twitter
[11] socialmedia
[9] nodexl
[7] linux
[7] flutter
[7] exchangecares
[7] xcmemphis
[6] javascript

Top Hashtags in Tweet in G3:
[50] exchangestrong

Top Hashtags in Tweet in G4:
[3] jacksontn
[2] exchangestrong
[1] madisonco

Top Hashtags in Tweet in G5:
[2] idd
[1] makeadifference
[1] autism
[1] exchangestrong

Top Words
Top Words in Tweet in Entire Graph:
[318] this0499154500
[309] docassar
[279] chidambara09
[227] supplychain2030
[226] mjoehlerich
[205] procurement2030
[197] exchangeclub
[173] nodexl
[168] procurementstar
[160] #exchangestrong

Top Words in Tweet in G1:
[139] docassar
[137] this0499154500
[135] chidambara09
[125] mjoehlerich
[122] supplychain2030
[121] exchangeclub
[118] procurement2030
[113] procurementstar
[66] ingcolombo
[54] #exchangestrong

Top Words in Tweet in G2:
[82] this0499154500
[77] docassar
[71] nodexl
[59] chidambara09
[53] supplychain2030
[53] #exchangestrong
[48] procurement2030
[46] mjoehlerich
[44] exchangeclub
[33] procurementstar

Top Words in Tweet in G3:
[99] this0499154500
[93] docassar
[85] chidambara09
[64] nodexl
[55] mjoehlerich
[52] supplychain2030
[50] #exchangestrong
[39] procurement2030
[32] exchangeclub
[26] ingcolombo

Top Words in Tweet in G4:
[3] jacksonexchange
[3] today
[3] great
[3] #jacksontn
[2] good
[2] hear
[2] mayorconger
[2] lots
[2] things
[2] happening

Top Words in Tweet in G5:
[2] #idd

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[166] chidambara09,this0499154500
[149] this0499154500,mjoehlerich
[121] #exchangestrong,nodexl
[113] nodexl,chidambara09
[109] supplychain2030,procurement2030
[107] this0499154500,supplychain2030
[87] procurement2030,docassar
[76] docassar,this0499154500
[73] procurement2030,procurementstar
[73] procurementstar,mjoehlerich

Top Word Pairs in Tweet in G1:
[72] this0499154500,mjoehlerich
[68] chidambara09,this0499154500
[61] supplychain2030,procurement2030
[56] this0499154500,supplychain2030
[52] procurement2030,procurementstar
[52] procurementstar,mjoehlerich
[51] mjoehlerich,exchangeclub
[47] chidambara09,docassar
[47] procurement2030,docassar
[47] docassar,exchangeclub

Top Word Pairs in Tweet in G2:
[40] #exchangestrong,nodexl
[40] chidambara09,this0499154500
[33] this0499154500,mjoehlerich
[32] nodexl,chidambara09
[28] supplychain2030,procurement2030
[23] this0499154500,supplychain2030
[22] procurement2030,docassar
[17] docassar,this0499154500
[17] docassar,#exchangestrong
[17] docassar,exchangeclub

Top Word Pairs in Tweet in G3:
[58] chidambara09,this0499154500
[50] #exchangestrong,nodexl
[50] nodexl,chidambara09
[44] this0499154500,mjoehlerich
[33] docassar,#exchangestrong
[28] this0499154500,supplychain2030
[20] supplychain2030,procurement2030
[19] mjoehlerich,ingcolombo
[18] procurement2030,docassar
[16] mjoehlerich,supplychain2030

Top Word Pairs in Tweet in G4:
[2] good,hear
[2] hear,mayorconger
[2] mayorconger,jacksonexchange
[2] jacksonexchange,today
[2] today,lots
[2] lots,great
[2] great,things
[2] things,happening
[2] happening,cityofjacksontn
[2] cityofjacksontn,#jacksontn

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@this0499154500
@chidambara09
@docassar
@supplychain2030
@mjoehlerich
@procurement2030
@exchangeclub
@procurementstar
@ingcolombo
@fluttbot

Top Mentioned in G1:
@chidambara09
@this0499154500
@docassar
@mjoehlerich
@supplychain2030
@procurement2030
@exchangeclub
@procurementstar
@ingcolombo
@fluttbot

Top Mentioned in G2:
@this0499154500
@chidambara09
@supplychain2030
@procurement2030
@docassar
@mjoehlerich
@exchangeclub
@procurementstar
@ingcolombo
@fluttbot

Top Mentioned in G3:
@this0499154500
@chidambara09
@docassar
@mjoehlerich
@supplychain2030
@procurement2030
@ingcolombo
@exchangeclub
@procurementstar
@salhaj

Top Mentioned in G4:
@jacksonexchange
@mayorconger
@cityofjacksontn
@melanieluckey

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@xaelbot
@codedailybot
@ipythonistabot
@morolswediu
@coder_487
@coderretweet
@fabriciosx
@fluttbot
@codewithtwitchi

Top Tweeters in G1:
@xaelbot
@codedailybot
@ipythonistabot
@morolswediu
@coder_487
@coderretweet
@fabriciosx
@fluttbot
@codewithtwitchi
@bills_bot

Top Tweeters in G2:
@chidambara09
@salhaj
@producthunt
@prometheus_bot
@salesforce
@puma
@enricomolinari
@betamoroney
@gp_pulipaka
@mary_gambara

Top Tweeters in G3:
@pythonexpertbot
@caring_mobile
@fmfrancoise
@kirkdborne
@procurementstar
@procurement2030
@supplychain2030
@eli_krumova
@hasanintrovert
@botkoshur

Top Tweeters in G4:
@mayorconger
@melanieluckey
@cityofjacksontn
@jacksonexchange

Top Tweeters in G5:
@ea
@texanacenter


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