#exchangestrong, Twitter, 7/3/2022 2:59:42 PM, 278970


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#exchangestrong_2022-07-03_06-28-11.xlsx
#exchangestrong_2022-07-03_06-28-11.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 03, 2022
Short Description:
#exchangestrong via NodeXL https://bit.ly/3uo4BkK
@chidambara09
@this0499154500
@procurementstar
@exchangeclub
@supplychain2030
@docassar
@procurement2030
@mjoehlerich
@salhaj
@ingcolombo

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

Description:
Description
The graph represents a network of 69 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, 03 July 2022 at 13:28 UTC.

The requested start date was Sunday, 03 July 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 119-day, 23-hour, 42-minute period from Wednesday, 02 March 2022 at 21:52 UTC to Thursday, 30 June 2022 at 21:34 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 : 69
Unique Edges : 155
Edges With Duplicates : 1682
Total Edges : 1837
Number of Edge Types : 5
MentionsInRetweet : 1193
Retweet : 205
Mentions : 402
Replies to : 16
Tweet : 21
Self-Loops : 27
Reciprocated Vertex Pair Ratio : 0.139751552795031
Reciprocated Edge Ratio : 0.245231607629428
Connected Components : 5
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 61
Maximum Edges in a Connected Component : 1825
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.848986
Graph Density : 0.0782182438192668
Modularity : 0.103425
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 69 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, 03 July 2022 at 13:28 UTC.

The requested start date was Sunday, 03 July 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 119-day, 23-hour, 42-minute period from Wednesday, 02 March 2022 at 21:52 UTC to Thursday, 30 June 2022 at 21:34 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:
[31] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275454
[29] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=273813
[28] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272656
[27] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274633
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274952
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274202
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=278173
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272017
[2] https://www.nationalexchangeclub.org/convention/
[1] https://www.youtube.com/watch?v=ToakH_oPwMg&ab_channel=GregPeters


Top URLs in Tweet in G1:
[15] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272656
[15] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275454
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=273813
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274633
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274952
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274202
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=278173
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272017

Top URLs in Tweet in G2:
[16] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=273813
[16] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275454
[14] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274633
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272656
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274202
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274952
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=278173
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272017
[2] https://www.nationalexchangeclub.org/convention/
[1] https://www.shorturl.at/juFJU

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[218] exchangestrong
[36] bigdata
[30] twitter
[25] exchangecares
[15] socialmedia
[13] xcmemphis
[10] nodexl
[9] growexchange
[6] salesforce
[5] jacksontn



Top Hashtags in Tweet in G1:
[113] exchangestrong
[36] bigdata
[30] twitter
[25] exchangecares
[15] socialmedia
[13] xcmemphis
[10] nodexl
[6] salesforce
[3] linux
[3] flutter

Top Hashtags in Tweet in G2:
[98] exchangestrong
[9] growexchange
[5] xcgreenville
[2] internationalwomensday
[2] emsweek2022
[1] welcometoexchange
[1] seeyouthere
[1] choosetochallenge
[1] welcome
[1] intheknow

Top Hashtags in Tweet in G3:
[5] jacksontn
[5] exchangestrong
[2] misstnvol
[2] misstnvolunteer
[1] madisonco
[1] iamasurvivor
[1] carlperkinscenter
[1] loveyourblock

Top Hashtags in Tweet in G4:
[2] idd
[2] exchangestrong
[1] makeadifference
[1] autism
[1] nmsfamilycenter
[1] preventchildabuse
[1] oxfordcapcenter

Top Words
Top Words in Tweet in Entire Graph:
[266] this0499154500
[237] docassar
[226] supplychain2030
[220] chidambara09
[218] #exchangestrong
[182] nodexl
[179] procurementstar
[129] procurement2030
[115] exchangeclub
[115] mjoehlerich

Top Words in Tweet in G1:
[122] this0499154500
[113] #exchangestrong
[112] docassar
[104] nodexl
[102] supplychain2030
[94] chidambara09
[89] procurementstar
[67] procurement2030
[61] mjoehlerich
[59] exchangeclub

Top Words in Tweet in G2:
[144] this0499154500
[126] chidambara09
[125] docassar
[124] supplychain2030
[98] #exchangestrong
[90] procurementstar
[78] nodexl
[62] procurement2030
[56] exchangeclub
[54] mjoehlerich

Top Words in Tweet in G3:
[5] jacksonexchange
[5] #jacksontn
[5] #exchangestrong
[2] misstnvolpag
[2] queen
[2] amelia
[2] collins
[2] speaks
[2] #misstnvol
[2] #misstnvolunteer

Top Words in Tweet in G4:
[2] day
[2] #idd
[2] #exchangestrong

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[222] this0499154500,supplychain2030
[161] chidambara09,this0499154500
[160] #exchangestrong,nodexl
[151] nodexl,chidambara09
[94] supplychain2030,procurementstar
[85] procurementstar,mjoehlerich
[69] supplychain2030,procurement2030
[59] supplychain2030,docassar
[59] docassar,#exchangestrong
[50] docassar,this0499154500

Top Word Pairs in Tweet in G1:
[99] this0499154500,supplychain2030
[82] #exchangestrong,nodexl
[77] chidambara09,this0499154500
[73] nodexl,chidambara09
[50] supplychain2030,procurementstar
[43] procurementstar,mjoehlerich
[26] mjoehlerich,procurement2030
[25] supplychain2030,docassar
[25] top,hashtags
[25] hashtags,#exchangestrong

Top Word Pairs in Tweet in G2:
[123] this0499154500,supplychain2030
[84] chidambara09,this0499154500
[78] #exchangestrong,nodexl
[78] nodexl,chidambara09
[45] supplychain2030,procurement2030
[44] supplychain2030,procurementstar
[42] procurementstar,mjoehlerich
[39] docassar,#exchangestrong
[36] chidambara09,docassar
[36] docassar,this0499154500

Top Word Pairs in Tweet in G3:
[2] misstnvolpag,queen
[2] queen,amelia
[2] amelia,collins
[2] collins,speaks
[2] speaks,jacksonexchange
[2] jacksonexchange,#jacksontn
[2] #jacksontn,#misstnvol
[2] #misstnvol,#misstnvolunteer
[2] #misstnvolunteer,#exchangestrong

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

Top Mentioned in G1:
@this0499154500
@supplychain2030
@chidambara09
@procurementstar
@docassar
@procurement2030
@mjoehlerich
@exchangeclub
@ingcolombo
@hashtagmarketi7

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

Top Mentioned in G3:
@jacksonexchange
@melanieluckey
@misstnvolpag
@lybjacksontn
@cityofjacksontn

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@xaelbot
@codedailybot
@ipythonistabot
@fabriciosx
@fluttbot
@codewithtwitchi
@xeronbot
@botfemale
@mjoehlerich

Top Tweeters in G1:
@chidambara09
@fluttbot
@timothy_hughes
@shoutmgb
@salhaj
@michaelbathurst
@prometheus_bot
@hasanintrovert
@salesforce
@betamoroney

Top Tweeters in G2:
@xaelbot
@codedailybot
@ipythonistabot
@fabriciosx
@codewithtwitchi
@xeronbot
@botfemale
@mjoehlerich
@pythonroboto
@lala35539674

Top Tweeters in G3:
@melanieluckey
@cityofjacksontn
@misstnvolpag
@jacksonexchange
@lybjacksontn

Top Tweeters in G4:
@pa
@texanacenter
@nmsfamilycenter