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#exchangestrong_2021-04-11_06-36-41.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
April 11, 2021
Short Description:
#exchangestrong via NodeXL https://bit.ly/3t9JwrF
@exchangeclub
@ingcolombo
@chidambara09
@docassar
@procurement2030
@supplychain2030
@llnuxbot
@shopmyexchange
@morolswediu
@procurementstar

Top hashtags:
#exchangestrong
#ai
#exchangefits
#exchangecares
#teamywcachi

Description:
Description
The graph represents a network of 28 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, 11 April 2021 at 13:36 UTC.

The requested start date was Sunday, 11 April 2021 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 66-day, 19-hour, 3-minute period from Monday, 01 February 2021 at 23:39 UTC to Friday, 09 April 2021 at 18:42 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 : 28
Unique Edges : 77
Edges With Duplicates : 249
Total Edges : 326
Number of Edge Types : 5
Retweet : 35
MentionsInRetweet : 198
Mentions : 82
Tweet : 8
Replies to : 3
Self-Loops : 9
Reciprocated Vertex Pair Ratio : 0.139344262295082
Reciprocated Edge Ratio : 0.244604316546763
Connected Components : 1
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 28
Maximum Edges in a Connected Component : 326
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.747449
Graph Density : 0.183862433862434
Modularity : 0.123146
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 28 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, 11 April 2021 at 13:36 UTC.

The requested start date was Sunday, 11 April 2021 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 66-day, 19-hour, 3-minute period from Monday, 01 February 2021 at 23:39 UTC to Friday, 09 April 2021 at 18:42 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:
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=251967
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=248729
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=250987
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=250961
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=244709
[2] https://myemail.constantcontact.com/subject.html?soid=1102534231567&aid=dDOuBmoSiso
[1] https://twitter.com/IngColombo/status/1345807574004887553
[1] https://twitter.com/IngColombo/status/1361224165018206208
[1] https://www.facebook.com/groups/exchangeclubofnaperville
[1] https://twitter.com/exchangeclub/status/1356317838777180164

Top URLs in Tweet in G1:
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=244709
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=248729
[1] https://twitter.com/IngColombo/status/1345807574004887553
[1] https://twitter.com/IngColombo/status/1361224165018206208
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=251967

Top URLs in Tweet in G2:
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=248729
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=250987
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=251967
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=250961

Top URLs in Tweet in G3:
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=251967
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=248729
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=250987
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=250961

Top URLs in Tweet in G4:
[2] https://myemail.constantcontact.com/subject.html?soid=1102534231567&aid=dDOuBmoSiso
[1] https://www.facebook.com/groups/exchangeclubofnaperville
[1] https://twitter.com/exchangeclub/status/1356317838777180164

Top Domains
Top Domains in Tweet in Entire Graph:
[25] nodexlgraphgallery.org
[3] twitter.com
[2] constantcontact.com
[1] facebook.com

Top Domains in Tweet in G1:
[5] nodexlgraphgallery.org
[2] twitter.com

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

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

Top Domains in Tweet in G4:
[2] constantcontact.com
[1] facebook.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[41] exchangestrong
[8] ai
[6] exchangefits
[6] exchangecares
[3] teamywcachi
[3] bigdata
[3] twitter
[3] socialmedia
[2] bluemondays
[2] iot



Top Hashtags in Tweet in G1:
[7] exchangestrong
[2] ai
[2] exchangefits
[1] teamywcachi
[1] exchangecares
[1] exchangefitscommunities

Top Hashtags in Tweet in G2:
[12] exchangestrong
[3] bigdata
[3] twitter
[3] socialmedia
[2] ai
[2] iot
[2] iiot
[1] tech
[1] data
[1] usa

Top Hashtags in Tweet in G3:
[11] exchangestrong
[4] ai
[4] exchangefits
[3] exchangecares
[2] teamywcachi
[1] exchangefitscommunities

Top Hashtags in Tweet in G4:
[11] exchangestrong
[2] bluemondays
[2] exchangecares
[2] internationalwomensday
[2] memberfyi
[2] beinformed
[1] preventionofchildabuse
[1] nationalchildabusepreventionmonth
[1] engagedvirtually
[1] goingstrong

Top Words
Top Words in Tweet in Entire Graph:
[55] docassar
[49] exchangeclub
[41] #exchangestrong
[35] chidambara09
[34] shopmyexchange
[33] nodexl
[32] llnuxbot
[25] ingcolombo
[20] procurement2030
[18] morolswediu

Top Words in Tweet in G1:
[12] docassar
[10] chidambara09
[10] exchangeclub
[9] ingcolombo
[9] shopmyexchange
[8] procurement2030
[8] llnuxbot
[7] #exchangestrong
[6] 3gramsfoodgroup
[6] morolswediu

Top Words in Tweet in G2:
[29] docassar
[21] exchangeclub
[20] nodexl
[15] chidambara09
[15] shopmyexchange
[15] llnuxbot
[12] #exchangestrong
[10] ingcolombo
[8] 3gramsfoo
[6] 3gramsfoodgroup

Top Words in Tweet in G3:
[14] docassar
[11] #exchangestrong
[11] exchangeclub
[10] chidambara09
[10] shopmyexchange
[9] llnuxbot
[8] nodexl
[6] ingcolombo
[6] procurement2030
[6] morolswediu

Top Words in Tweet in G4:
[11] #exchangestrong
[7] exchangeclub
[6] xc
[5] district
[5] exchange
[5] club
[4] members
[4] fun
[4] march
[4] board

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[28] exchangeclub,llnuxbot
[24] #exchangestrong,nodexl
[21] chidambara09,docassar
[19] shopmyexchange,exchangeclub
[15] procurement2030,ingcolombo
[14] docassar,#exchangestrong
[13] llnuxbot,3gramsfoodgroup
[13] 3gramsfoodgroup,procurement2030
[13] ingcolombo,morolswediu
[13] morolswediu,coder_487

Top Word Pairs in Tweet in G1:
[8] exchangeclub,llnuxbot
[7] shopmyexchange,exchangeclub
[6] llnuxbot,3gramsfoodgroup
[6] 3gramsfoodgroup,procurement2030
[6] procurement2030,ingcolombo
[6] ingcolombo,morolswediu
[6] morolswediu,coder_487
[6] chidambara09,docassar
[5] #exchangestrong,nodexl
[5] docassar,shopmyexchange

Top Word Pairs in Tweet in G2:
[12] #exchangestrong,nodexl
[12] exchangeclub,llnuxbot
[8] docassar,#exchangestrong
[8] shopmyexchange,exchangeclub
[8] chidambara09,docassar
[7] docassar,exchangeclub
[5] procurement2030,ingcolombo
[5] nodexl,chidambara09
[5] shopmyexchange,3gramsfoo
[4] nodexl,docassar

Top Word Pairs in Tweet in G3:
[8] exchangeclub,llnuxbot
[7] #exchangestrong,nodexl
[7] chidambara09,docassar
[5] nodexl,chidambara09
[4] docassar,#exchangestrong
[4] docassar,exchangeclub
[4] llnuxbot,shopmyexchange
[4] shopmyexchange,exchangeclub
[4] top,hashtags
[4] hashtags,#exchangestrong

Top Word Pairs in Tweet in G4:
[2] upcoming,monday
[2] monday,april
[2] april,12
[2] 12,second
[2] second,2021's
[2] 2021's,#bluemondays
[2] #bluemondays,wear
[2] wear,blue
[2] blue,share
[2] share,photo

Top Replied-To
Top Replied-To in Entire Graph:
@docassar

Top Replied-To in G2:
@docassar

Top Mentioned
Top Mentioned in Entire Graph:
@exchangeclub
@docassar
@chidambara09
@shopmyexchange
@llnuxbot
@ingcolombo
@procurement2030
@morolswediu
@3gramsfoodgroup
@coder_487

Top Mentioned in G1:
@docassar
@chidambara09
@exchangeclub
@shopmyexchange
@procurement2030
@ingcolombo
@llnuxbot
@3gramsfoodgroup
@morolswediu
@coder_487

Top Mentioned in G2:
@exchangeclub
@docassar
@chidambara09
@shopmyexchange
@llnuxbot
@ingcolombo
@3gramsfoodgroup
@procurement2030
@morolswediu

Top Mentioned in G3:
@docassar
@chidambara09
@exchangeclub
@shopmyexchange
@llnuxbot
@ingcolombo
@procurement2030
@morolswediu
@3gramsfoodgroup
@coder_487

Top Mentioned in G4:
@exchangeclub

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@cybersecurityn8
@llnuxbot
@friday_js_bot
@trendsinai
@discovertech3
@coder_487
@lkafle
@morolswediu
@godfrey_g_

Top Tweeters in G1:
@cybersecurityn8
@friday_js_bot
@discovertech3
@coder_487
@lkafle
@morolswediu
@procurementstar
@david_e_powell
@ingcolombo
@reutsmichael1

Top Tweeters in G2:
@chidambara09
@procurement2030
@supplychain2030
@cowboyjoe24
@nodexl
@shgtus
@procu

Top Tweeters in G3:
@llnuxbot
@trendsinai
@godfrey_g_
@algocentric
@shopmyexchange
@docassar

Top Tweeters in G4:
@exchangeclub
@exchangeclublh
@projecthelpdpg
@xcmuskogee


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