#exchangestrong, Twitter, 3/7/2022 12:35:01 AM, 272656


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#exchangestrong_2022-03-06_06-27-21.xlsx
#exchangestrong_2022-03-06_06-27-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 07, 2022
Short Description:
#exchangestrong via NodeXL https://bit.ly/3sVJ4zD
@chidambara09
@this0499154500
@supplychain2030
@procurement2030
@docassar
@procurementstar
@mjoehlerich
@exchangeclub
@ingcolombo
@michaelbathurst

Top hashtags:
#exchangestrong
#bigdata
#exchangecares
#xcmemphis

Description:
Description
The graph represents a network of 108 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, 06 March 2022 at 14:27 UTC.

The requested start date was Sunday, 06 March 2022 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 121-day, 22-hour, 49-minute period from Monday, 01 November 2021 at 01:53 UTC to Thursday, 03 March 2022 at 00:42 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 : 108
Unique Edges : 342
Edges With Duplicates : 2551
Total Edges : 2893
Number of Edge Types : 5
Tweet : 6
MentionsInRetweet : 2059
Replies to : 18
Mentions : 528
Retweet : 282
Self-Loops : 17
Reciprocated Vertex Pair Ratio : 0.105504587155963
Reciprocated Edge Ratio : 0.190871369294606
Connected Components : 4
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 102
Maximum Edges in a Connected Component : 2885
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.896555
Graph Density : 0.0625649013499481
Modularity : 0.078273
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 108 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, 06 March 2022 at 14:27 UTC.

The requested start date was Sunday, 06 March 2022 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 121-day, 22-hour, 49-minute period from Monday, 01 November 2021 at 01:53 UTC to Thursday, 03 March 2022 at 00:42 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:
[23] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265747
[21] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266787
[15] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266827
[15] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269766
[15] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265201
[14] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269057
[14] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267116
[14] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270137
[14] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270510
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272017

Top URLs in Tweet in G1:
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266827
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265747
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265763
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267116
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270510
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266787
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269057
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265201
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267640
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269766

Top URLs in Tweet in G2:
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265201
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265747
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266787
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264639
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269057
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267116
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270137
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269766
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272017
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270510

Top URLs in Tweet in G3:
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266827
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265747
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272017
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266787
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269057
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265201
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269766
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267640
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265763
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270510

Top URLs in Tweet in G4:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265747
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266787
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269057
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267116
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269766
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270137
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270510
[2] https://myemail.constantcontact.com/subject.html?soid=1102534231567&aid=e97YrR3bWEI
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265201
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267640

Top URLs in Tweet in G5:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265747
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270137
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269766
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266787
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269057
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265201
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267640
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272017
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266827
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270510

Top Domains
Top Domains in Tweet in Entire Graph:
[183] nodexlgraphgallery.org
[2] constantcontact.com

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

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

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

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

Top Domains in Tweet in G5:
[24] nodexlgraphgallery.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[204] exchangestrong
[45] bigdata
[34] exchangecares
[34] xcmemphis
[34] twitter
[13] socialmedia
[11] nodexl
[8] exchangeclub
[6] linux
[6] flutter



Top Hashtags in Tweet in G1:
[78] exchangestrong
[33] exchangecares
[33] xcmemphis
[33] bigdata
[24] twitter
[7] exchangeclub
[2] americanism
[2] nodexl

Top Hashtags in Tweet in G2:
[46] exchangestrong
[1] exchangecares
[1] xcmemphis
[1] bigdata

Top Hashtags in Tweet in G3:
[34] exchangestrong
[13] socialmedia
[11] bigdata
[10] twitter
[9] nodexl
[6] linux
[6] flutter
[5] 100daysofcode
[5] javascript
[5] python

Top Hashtags in Tweet in G4:
[23] exchangestrong
[3] growexchange
[2] 30daysofgratitude
[2] beinformed
[1] welcometoexchange
[1] welcome

Top Hashtags in Tweet in G5:
[21] exchangestrong

Top Hashtags in Tweet in G6:
[2] jacksontn
[1] exchangestrong

Top Hashtags in Tweet in G7:
[2] idd
[1] makeadifference
[1] autism
[1] exchangestrong

Top Words
Top Words in Tweet in Entire Graph:
[350] docassar
[327] this0499154500
[304] chidambara09
[260] exchangeclub
[244] mjoehlerich
[229] nodexl
[204] #exchangestrong
[174] supplychain2030
[173] ingcolombo
[163] procurement2030

Top Words in Tweet in G1:
[94] exchangeclub
[88] docassar
[84] chidambara09
[79] this0499154500
[78] #exchangestrong
[72] nodexl
[63] ingcolombo
[60] mjoehlerich
[45] procurement2030
[45] supplychain2030

Top Words in Tweet in G2:
[72] this0499154500
[71] docassar
[65] chidambara09
[54] nodexl
[46] #exchangestrong
[46] mjoehlerich
[38] exchangeclub
[36] ingcolombo
[23] supplychain2030
[19] procurement2030

Top Words in Tweet in G3:
[60] docassar
[55] nodexl
[45] this0499154500
[34] #exchangestrong
[32] exchangeclub
[29] chidambara09
[29] mjoehlerich
[29] ingcolombo
[20] supplychain2030
[18] procurement2030

Top Words in Tweet in G4:
[86] this0499154500
[82] docassar
[82] chidambara09
[77] mjoehlerich
[72] exchangeclub
[65] supplychain2030
[64] procurement2030
[62] procurementstar
[34] fluttbot
[30] ingcol

Top Words in Tweet in G5:
[49] docassar
[45] this0499154500
[44] chidambara09
[32] mjoehlerich
[27] nodexl
[24] exchangeclub
[21] #exchangestrong
[21] supplychain2030
[17] procurement2030
[17] ingcolombo

Top Words in Tweet in G6:
[2] good
[2] hear
[2] mayorconger
[2] jacksonexchange
[2] today
[2] lots
[2] great
[2] things
[2] happening
[2] cityofjacksontn

Top Words in Tweet in G7:
[2] #idd

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[165] this0499154500,mjoehlerich
[160] chidambara09,this0499154500
[155] #exchangestrong,nodexl
[145] nodexl,chidambara09
[94] mjoehlerich,ingcolombo
[89] docassar,exchangeclub
[80] docassar,#exchangestrong
[62] procurement2030,docassar
[62] ingcolombo,docassar
[61] mjoehlerich,supplychain2030

Top Word Pairs in Tweet in G1:
[45] #exchangestrong,nodexl
[45] nodexl,chidambara09
[39] chidambara09,this0499154500
[36] this0499154500,mjoehlerich
[33] top,hashtags
[33] hashtags,#exchangestrong
[30] docassar,exchangeclub
[27] mjoehlerich,ingcolombo
[26] #exchangecares,#xcmemphis
[22] exchangeclub,nodexl

Top Word Pairs in Tweet in G2:
[45] #exchangestrong,nodexl
[45] nodexl,chidambara09
[38] chidambara09,this0499154500
[32] this0499154500,mjoehlerich
[27] docassar,#exchangestrong
[22] mjoehlerich,ingcolombo
[18] ingcolombo,docassar
[12] chidambara09,mjoehlerich
[12] ingcolombo,exchangeclub
[11] this0499154500,#exchangestrong

Top Word Pairs in Tweet in G3:
[28] #exchangestrong,nodexl
[18] nodexl,chidambara09
[18] this0499154500,mjoehlerich
[15] chidambara09,this0499154500
[13] mjoehlerich,ingcolombo
[12] docassar,#exchangestrong
[11] docassar,exchangeclub
[11] everyone,congrats
[9] ingcolombo,docassar
[8] #bigdata,#twitter

Top Word Pairs in Tweet in G4:
[57] this0499154500,mjoehlerich
[47] chidambara09,this0499154500
[35] procurement2030,docassar
[35] docassar,exchangeclub
[34] exchangeclub,procurementstar
[30] fluttbot,ingcol
[25] supplychain2030,procurement2030
[23] mjoehlerich,supplychain2030
[20] mjoehlerich,ingcolombo
[19] procurementstar,fluttbot

Top Word Pairs in Tweet in G5:
[22] this0499154500,mjoehlerich
[21] #exchangestrong,nodexl
[21] nodexl,chidambara09
[21] chidambara09,this0499154500
[16] docassar,#exchangestrong
[12] mjoehlerich,ingcolombo
[11] chidambara09,docassar
[10] mjoehlerich,supplychain2030
[9] docassar,this0499154500
[8] ingcolombo,docassar

Top Word Pairs in Tweet in G6:
[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:
@chidambara09
@this0499154500
@docassar
@mjoehlerich
@exchangeclub
@supplychain2030
@ingcolombo
@procurement2030
@procurementstar
@fluttbot

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

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

Top Mentioned in G3:
@this0499154500
@docassar
@chidambara09
@mjoehlerich
@ingcolombo
@exchangeclub
@supplychain2030
@procurement2030
@nodexl
@fluttbot

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

Top Mentioned in G5:
@chidambara09
@this0499154500
@docassar
@mjoehlerich
@exchangeclub
@supplychain2030
@procurement2030
@ingcolombo
@procurementstar
@fluttbot

Top Mentioned in G6:
@mayorconger
@jacksonexchange
@cityofjacksontn
@melanieluckey

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

Top Tweeters in G1:
@codedailybot
@botfemale
@salhaj
@michaelbathurst
@mpweirdopodcast
@prometheus_bot
@retweetcyborg
@botkoshur
@proc
@nadarsenpai

Top Tweeters in G2:
@pythonexpertbot
@pythonroboto
@kirkdborne
@procurement2030
@supplychain2030
@enricomolinari
@gp_pulipaka
@ingliguori
@udemy_coupons1
@doxyaxone

Top Tweeters in G3:
@chidambara09
@fabriciosx
@spirosmargaris
@psb_dc
@producthunt
@ronald_vanloon
@salesforce
@puma
@interfima
@betamoroney

Top Tweeters in G4:
@xaelbot
@ipythonistabot
@coder_487
@coderretweet
@fluttbot
@bills_bot
@goaidev
@botfordev
@lala35539674
@xeronbot

Top Tweeters in G5:
@morolswediu
@codewithtwitchi
@caring_mobile
@mjoehlerich
@fmfrancoise
@eli_krumova
@ingcolombo
@hasanintrovert
@hashtagmarketi7
@sgjane1

Top Tweeters in G6:
@mayorconger
@melanieluckey
@cityofjacksontn
@jacksonexchange

Top Tweeters in G7:
@ea
@texanacenter


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