#exchangestrong, Twitter, 4/24/2022 4:44:40 PM, 275454


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#exchangestrong_2022-04-24_06-28-11.xlsx
#exchangestrong_2022-04-24_06-28-11.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 24, 2022
Short Description:
#exchangestrong via NodeXL https://bit.ly/3k5jrXG
@chidambara09
@this0499154500
@supplychain2030
@procurementstar
@mjoehlerich
@procurement2030
@exchangeclub
@docassar
@hashtagmarketi7
@hasanintrovert

Top hashtags:
#exchangestrong
#bigdata
#twitter
#exchangecares

Description:
Description
The graph represents a network of 82 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, 24 April 2022 at 13:28 UTC.

The requested start date was Sunday, 24 April 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, 1-hour, 29-minute period from Tuesday, 04 January 2022 at 18:25 UTC to Friday, 22 April 2022 at 19:55 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 : 82
Unique Edges : 225
Edges With Duplicates : 2237
Total Edges : 2462
Number of Edge Types : 5
MentionsInRetweet : 1729
Retweet : 261
Mentions : 444
Tweet : 11
Replies to : 17
Self-Loops : 19
Reciprocated Vertex Pair Ratio : 0.133333333333333
Reciprocated Edge Ratio : 0.235294117647059
Connected Components : 5
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 75
Maximum Edges in a Connected Component : 2451
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.854333
Graph Density : 0.0819030412526347
Modularity : 0.076845
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 82 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, 24 April 2022 at 13:28 UTC.

The requested start date was Sunday, 24 April 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, 1-hour, 29-minute period from Tuesday, 04 January 2022 at 18:25 UTC to Friday, 22 April 2022 at 19:55 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:
[29] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=273813
[28] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272656
[21] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274633
[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=270510
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272017
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274202
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269057
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274952

Top URLs in Tweet in G1:
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272656
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=273813
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274633
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270510
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269766
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274202
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274952
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270137
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272017
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269057

Top URLs in Tweet in G2:
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=273813
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272656
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269766
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272017
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270137
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274202
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270510
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274633
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269057
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274952

Top URLs in Tweet in G3:
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=273813
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274633
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272656
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272017
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270137
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269766
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274202
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270510
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269057
[2] https://www.nationalexchangeclub.org/convention/

Top URLs in Tweet in G4:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274633
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272656
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274952
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270137
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272017
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=273813
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270510
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269057
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269766
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274202

Top Domains
Top Domains in Tweet in Entire Graph:
[163] nodexlgraphgallery.org
[2] shorturl.at
[2] nationalexchangeclub.org

Top Domains in Tweet in G1:
[58] nodexlgraphgallery.org

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

Top Domains in Tweet in G3:
[24] nodexlgraphgallery.org
[2] nationalexchangeclub.org
[2] shorturl.at

Top Domains in Tweet in G4:
[18] nodexlgraphgallery.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[207] exchangestrong
[41] bigdata
[32] twitter
[27] exchangecares
[21] xcmemphis
[18] socialmedia
[13] nodexl
[7] linux
[7] flutter
[6] salesforce



Top Hashtags in Tweet in G1:
[80] exchangestrong
[25] bigdata
[20] twitter
[18] socialmedia
[12] nodexl
[11] exchangecares
[8] xcmemphis
[7] linux
[7] flutter
[6] salesforce

Top Hashtags in Tweet in G2:
[60] exchangestrong
[2] bigdata
[2] exchangecares
[2] xcmemphis
[1] twitter

Top Hashtags in Tweet in G3:
[31] exchangestrong
[5] growexchange
[3] xcgreenville
[2] internationalwomensday
[1] welcome
[1] welcometoexchange
[1] seeyouthere
[1] choosetochallenge

Top Hashtags in Tweet in G4:
[31] exchangestrong
[14] bigdata
[14] exchangecares
[11] twitter
[11] xcmemphis
[1] nodexl

Top Hashtags in Tweet in G5:
[4] jacksontn
[3] exchangestrong
[1] madisonco
[1] iamasurvivor
[1] carlperkinscenter

Top Hashtags in Tweet in G6:
[2] idd
[2] exchangestrong
[1] makeadifference
[1] autism
[1] nmsfamilycenter
[1] preventchildabuse
[1] oxfordcapcenter

Top Words
Top Words in Tweet in Entire Graph:
[340] this0499154500
[323] docassar
[284] chidambara09
[277] supplychain2030
[207] #exchangestrong
[197] nodexl
[194] mjoehlerich
[191] procurementstar
[190] procurement2030
[181] exchangeclub

Top Words in Tweet in G1:
[109] this0499154500
[104] docassar
[92] nodexl
[84] supplychain2030
[80] #exchangestrong
[76] chidambara09
[58] procurementstar
[53] procurement2030
[52] exchangeclub
[51] mjoehlerich

Top Words in Tweet in G2:
[136] this0499154500
[133] docassar
[121] chidambara09
[112] supplychain2030
[78] mjoehlerich
[75] procurement2030
[68] procurementstar
[66] exchangeclub
[63] nodexl
[60] #exchangestrong

Top Words in Tweet in G3:
[69] this0499154500
[64] docassar
[63] chidambara09
[59] supplychain2030
[46] mjoehlerich
[45] procurementstar
[44] procurement2030
[44] exchangeclub
[31] #exchangestrong
[24] nodexl

Top Words in Tweet in G4:
[31] #exchangestrong
[26] this0499154500
[24] chidambara09
[22] supplychain2030
[22] docassar
[20] procurementstar
[19] mjoehlerich
[19] exchangeclub
[18] nodexl
[18] procurement2030

Top Words in Tweet in G5:
[4] jacksonexchange
[4] #jacksontn
[3] today
[3] great
[3] #exchangestrong
[2] good
[2] hear
[2] mayorconger
[2] lots
[2] things

Top Words in Tweet in G6:
[2] day
[2] #idd
[2] #exchangestrong

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[204] this0499154500,supplychain2030
[193] chidambara09,this0499154500
[159] #exchangestrong,nodexl
[149] nodexl,chidambara09
[109] supplychain2030,procurement2030
[89] supplychain2030,docassar
[89] procurementstar,mjoehlerich
[77] this0499154500,mjoehlerich
[72] procurement2030,docassar
[71] docassar,#exchangestrong

Top Word Pairs in Tweet in G1:
[65] this0499154500,supplychain2030
[62] #exchangestrong,nodexl
[59] chidambara09,this0499154500
[52] nodexl,chidambara09
[28] supplychain2030,procurement2030
[24] supplychain2030,docassar
[23] docassar,#exchangestrong
[22] supplychain2030,procurementstar
[20] procurementstar,mjoehlerich
[18] this0499154500,mjoehlerich

Top Word Pairs in Tweet in G2:
[87] this0499154500,supplychain2030
[74] chidambara09,this0499154500
[58] #exchangestrong,nodexl
[58] nodexl,chidambara09
[50] supplychain2030,procurement2030
[41] procurementstar,mjoehlerich
[39] supplychain2030,docassar
[38] procurement2030,procurementstar
[37] mjoehlerich,exchangeclub
[35] docassar,#exchangestrong

Top Word Pairs in Tweet in G3:
[43] chidambara09,this0499154500
[35] this0499154500,supplychain2030
[26] this0499154500,mjoehlerich
[25] supplychain2030,procurement2030
[24] procurement2030,docassar
[22] #exchangestrong,nodexl
[22] nodexl,chidambara09
[21] docassar,exchangeclub
[20] exchangeclub,procurementstar
[18] supplychain2030,docassar

Top Word Pairs in Tweet in G4:
[17] #exchangestrong,nodexl
[17] nodexl,chidambara09
[17] chidambara09,this0499154500
[17] this0499154500,supplychain2030
[14] top,hashtags
[14] hashtags,#exchangestrong
[14] #exchangestrong,#bigdata
[11] procurementstar,mjoehlerich
[11] #bigdata,#exchangecares
[11] #exchangecares,#xcmemphis

Top Word Pairs in Tweet in G5:
[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
@supplychain2030
@docassar
@mjoehlerich
@procurementstar
@procurement2030
@exchangeclub
@ingcolombo
@fluttbot

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

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

Top Mentioned in G3:
@chidambara09
@this0499154500
@supplychain2030
@docassar
@mjoehlerich
@procurementstar
@procurement2030
@exchangeclub
@fluttbot
@ingcol

Top Mentioned in G4:
@this0499154500
@chidambara09
@supplychain2030
@docassar
@procurementstar
@mjoehlerich
@procurement2030
@exchangeclub
@ingcolombo
@fluttbot

Top Mentioned in G5:
@jacksonexchange
@mayorconger
@cityofjacksontn
@melanieluckey

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

Top Tweeters in G1:
@chidambara09
@timothy_hughes
@salhaj
@prometheus_bot
@salesforce
@betamoroney
@mary_gambara
@evasmartai
@trailhead
@nadarsenpai

Top Tweeters in G2:
@xaelbot
@codedailybot
@fabriciosx
@botfemale
@mjoehlerich
@xeronbot
@pythonroboto
@michaelbathurst
@sprint_code
@flutterbyamey

Top Tweeters in G3:
@ipythonistabot
@coderretweet
@fluttbot
@codewithtwitchi
@bills_bot
@goaidev
@botfordev
@lala35539674
@flutterbot007
@supplychain2030

Top Tweeters in G4:
@morolswediu
@shoutmgb
@fmfrancoise
@eli_krumova
@hasanintrovert
@hashtagmarketi7
@sgjane1
@jcampsays
@nvidiaai
@docassar

Top Tweeters in G5:
@mayorconger
@melanieluckey
@cityofjacksontn
@jacksonexchange

Top Tweeters in G6:
@pa
@texanacenter
@nmsfamilycenter