#exchangestrong, Twitter, 2/20/2022 3:26:45 PM, 272017


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#exchangestrong_2022-02-20_06-27-21.xlsx
#exchangestrong_2022-02-20_06-27-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 20, 2022
Short Description:
#exchangestrong via NodeXL https://bit.ly/3By5AB4
@chidambara09
@this0499154500
@supplychain2030
@docassar
@procurement2030
@procurementstar
@mjoehlerich
@exchangeclub
@ingcolombo
@fluttbot

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

Description:
Description
The graph represents a network of 101 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, 20 February 2022 at 14:27 UTC.

The requested start date was Sunday, 20 February 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 107-day, 19-hour, 36-minute period from Monday, 01 November 2021 at 01:53 UTC to Wednesday, 16 February 2022 at 21:29 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 : 101
Unique Edges : 286
Edges With Duplicates : 2141
Total Edges : 2427
Number of Edge Types : 5
MentionsInRetweet : 1699
Replies to : 15
Mentions : 470
Retweet : 239
Tweet : 4
Self-Loops : 14
Reciprocated Vertex Pair Ratio : 0.1113074204947
Reciprocated Edge Ratio : 0.200317965023847
Connected Components : 3
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 96
Maximum Edges in a Connected Component : 2420
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.901863
Graph Density : 0.0622772277227723
Modularity : 0.105209
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 101 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, 20 February 2022 at 14:27 UTC.

The requested start date was Sunday, 20 February 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 107-day, 19-hour, 36-minute period from Monday, 01 November 2021 at 01:53 UTC to Wednesday, 16 February 2022 at 21:29 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=265201
[15] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266827
[15] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269766
[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=270510
[14] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270137
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267640

Top URLs in Tweet in G1:
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266827
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265747
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270510
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266787
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269057
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269766
[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=270137
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267116

Top URLs in Tweet in G2:
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266787
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265747
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270137
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269766
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269057
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267116
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265201
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270510
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267640
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264639

Top URLs in Tweet in G3:
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265747
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265201
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266787
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264639
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265763
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267116
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266827
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269057
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269766
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270137

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

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

Top Domains in Tweet in G2:
[61] nodexlgraphgallery.org
[2] constantcontact.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[186] exchangestrong
[40] bigdata
[32] exchangecares
[32] xcmemphis
[30] twitter
[9] socialmedia
[9] nodexl
[8] exchangeclub
[3] salesforce
[3] linux



Top Hashtags in Tweet in G1:
[63] exchangestrong
[18] bigdata
[17] twitter
[10] exchangecares
[10] xcmemphis
[9] socialmedia
[8] nodexl
[3] salesforce
[3] linux
[3] flutter

Top Hashtags in Tweet in G2:
[60] exchangestrong
[2] growexchange
[2] 30daysofgratitude
[2] beinformed
[1] welcome

Top Hashtags in Tweet in G3:
[62] exchangestrong
[22] exchangecares
[22] xcmemphis
[22] bigdata
[13] twitter
[6] exchangeclub
[1] americanism
[1] nodexl

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

Top Words
Top Words in Tweet in Entire Graph:
[294] docassar
[279] this0499154500
[259] chidambara09
[227] exchangeclub
[212] nodexl
[211] mjoehlerich
[186] #exchangestrong
[160] ingcolombo
[132] supplychain2030
[124] procurement2030

Top Words in Tweet in G1:
[100] docassar
[87] nodexl
[86] this0499154500
[76] exchangeclub
[75] chidambara09
[63] #exchangestrong
[61] mjoehlerich
[57] ingcolombo
[36] supplychain2030
[35] procurement2030

Top Words in Tweet in G2:
[138] this0499154500
[133] docassar
[129] chidambara09
[111] mjoehlerich
[93] exchangeclub
[73] supplychain2030
[70] nodexl
[67] procurement2030
[61] procurementstar
[60] #exchangestrong

Top Words in Tweet in G3:
[62] #exchangestrong
[61] docassar
[58] exchangeclub
[55] nodexl
[55] chidambara09
[55] this0499154500
[47] ingcolombo
[39] mjoehlerich
[23] supplychain2030
[22] procurement2030

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

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[165] this0499154500,mjoehlerich
[149] chidambara09,this0499154500
[142] #exchangestrong,nodexl
[134] nodexl,chidambara09
[94] mjoehlerich,ingcolombo
[89] docassar,exchangeclub
[74] docassar,#exchangestrong
[62] procurement2030,docassar
[62] ingcolombo,docassar
[61] mjoehlerich,supplychain2030

Top Word Pairs in Tweet in G1:
[48] #exchangestrong,nodexl
[43] this0499154500,mjoehlerich
[40] nodexl,chidambara09
[37] chidambara09,this0499154500
[28] mjoehlerich,ingcolombo
[28] docassar,exchangeclub
[21] docassar,#exchangestrong
[20] ingcolombo,docassar
[17] exchangeclub,nodexl
[17] nodexl,exchangeclub

Top Word Pairs in Tweet in G2:
[97] this0499154500,mjoehlerich
[83] chidambara09,this0499154500
[54] #exchangestrong,nodexl
[54] nodexl,chidambara09
[45] mjoehlerich,ingcolombo
[45] docassar,exchangeclub
[43] procurement2030,docassar
[41] exchangeclub,procurementstar
[38] mjoehlerich,supplychain2030
[37] docassar,#exchangestrong

Top Word Pairs in Tweet in G3:
[40] #exchangestrong,nodexl
[40] nodexl,chidambara09
[29] chidambara09,this0499154500
[25] this0499154500,mjoehlerich
[21] mjoehlerich,ingcolombo
[21] top,hashtags
[21] hashtags,#exchangestrong
[19] ingcolombo,docassar
[16] docassar,#exchangestrong
[16] docassar,exchangeclub

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:
@chidambara09
@this0499154500
@docassar
@mjoehlerich
@exchangeclub
@ingcolombo
@supplychain2030
@procurement2030
@procurementstar
@fluttbot

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

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

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

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

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

Top Tweeters in G1:
@chidambara09
@fabriciosx
@spirosmargaris
@salhaj
@psb_dc
@producthunt
@prometheus_bot
@ronald_vanloon
@puma
@interfima

Top Tweeters in G2:
@xaelbot
@ipythonistabot
@morolswediu
@coder_487
@coderretweet
@fluttbot
@codewithtwitchi
@bills_bot
@pythonexpertbot
@caring_mobile

Top Tweeters in G3:
@michaelbathurst
@mpweirdopodcast
@procurement2030
@proc
@billwalshtv
@deniscasther
@mytimvanhorn
@runclouds
@reutsmichael1
@c

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

Top Tweeters in G5:
@ea


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