#exchangestrong, Twitter, 4/19/2021 2:06:21 PM, 253106


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#exchangestrong_2021-04-18_06-36-41.xlsx
#exchangestrong_2021-04-18_06-36-41.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 19, 2021
Short Description:
#exchangestrong via NodeXL https://bit.ly/3tyeuKb
@exchangeclub
@ingcolombo
@xcmuskogee
@chidambara09
@procurement2030
@docassar
@supplychain2030
@llnuxbot
@shopmyexchange
@procurementstar

Top hashtags:
#exchangestrong
#exchangecares
#ai
#exchangefits

Description:
Description
The graph represents a network of 34 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, 18 April 2021 at 13:36 UTC.

The requested start date was Sunday, 18 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 73-day, 17-hour, 3-minute period from Monday, 01 February 2021 at 23:39 UTC to Friday, 16 April 2021 at 16:42 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 : 34
Unique Edges : 86
Edges With Duplicates : 314
Total Edges : 400
Number of Edge Types : 5
Replies to : 6
MentionsInRetweet : 229
Mentions : 110
Retweet : 43
Tweet : 12
Self-Loops : 13
Reciprocated Vertex Pair Ratio : 0.157894736842105
Reciprocated Edge Ratio : 0.272727272727273
Connected Components : 1
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 34
Maximum Edges in a Connected Component : 400
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.055363
Graph Density : 0.137254901960784
Modularity : 0.126617
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 34 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, 18 April 2021 at 13:36 UTC.

The requested start date was Sunday, 18 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 73-day, 17-hour, 3-minute period from Monday, 01 February 2021 at 23:39 UTC to Friday, 16 April 2021 at 16:42 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
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252615
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=250987
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=250961
[2] https://twitter.com/IngColombo/status/1382946460510130176
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=244709
[2] https://twitter.com/MuskogeePhoenix/status/1382711584737398785
[2] https://myemail.constantcontact.com/subject.html?soid=1102534231567&aid=dDOuBmoSiso
[1] https://www.healingfield.org/event/childabusepreventionnec21/

Top URLs in Tweet in G1:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252615
[2] https://twitter.com/IngColombo/status/1382946460510130176
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=248729
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=244709
[1] https://twitter.com/IngColombo/status/1361224165018206208
[1] https://twitter.com/IngColombo/status/1345807574004887553
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=251967

Top URLs in Tweet in G2:
[2] https://myemail.constantcontact.com/subject.html?soid=1102534231567&aid=dDOuBmoSiso
[2] https://twitter.com/MuskogeePhoenix/status/1382711584737398785
[1] https://www.healingfield.org/event/childabusepreventionnec21/
[1] http://buyexchange.org/timeoutteddybears.aspx
[1] https://www.facebook.com/groups/exchangeclubofnaperville
[1] https://twitter.com/exchangeclub/status/1356317838777180164

Top URLs in Tweet in G3:
[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
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252615
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=250961

Top URLs in Tweet in G4:
[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
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252615

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[60] exchangestrong
[12] exchangecares
[10] ai
[8] exchangefits
[5] preventionofchildabuse
[5] teamywcachi
[4] nationalchildabusepreventionmonth
[4] bigdata
[4] twitter
[4] socialmedia



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

Top Hashtags in Tweet in G2:
[19] exchangestrong
[6] exchangecares
[5] preventionofchildabuse
[4] nationalchildabusepreventionmonth
[4] bluemondays
[4] americanism
[2] nationalproject
[2] internationalwomensday
[2] memberfyi
[2] beinformed

Top Hashtags in Tweet in G3:
[16] exchangestrong
[4] bigdata
[4] twitter
[4] socialmedia
[2] ai
[2] iot
[2] iiot
[1] tech
[1] data
[1] usa

Top Hashtags in Tweet in G4:
[13] exchangestrong
[5] ai
[5] exchangefits
[4] exchangecares
[3] teamywcachi
[1] exchangefitscommunities

Top Words
Top Words in Tweet in Entire Graph:
[68] docassar
[60] #exchangestrong
[58] exchangeclub
[42] nodexl
[42] chidambara09
[37] shopmyexchange
[35] llnuxbot
[33] ingcolombo
[28] procurement2030
[21] morolswediu

Top Words in Tweet in G1:
[17] docassar
[13] exchangeclub
[13] chidambara09
[12] #exchangestrong
[12] ingcolombo
[11] procurement2030
[10] shopmyexchange
[9] llnuxbot
[8] nodexl
[7] morolswediu

Top Words in Tweet in G2:
[19] #exchangestrong
[8] exchangeclub
[6] #exchangecares
[6] xc
[6] exchange
[6] club
[5] today
[5] #preventionofchildabuse
[5] district
[5] year

Top Words in Tweet in G3:
[36] docassar
[25] exchangeclub
[25] nodexl
[18] chidambara09
[16] shopmyexchange
[16] llnuxbot
[16] #exchangestrong
[14] ingcolombo
[10] procurement2030
[8] 3gramsfoo

Top Words in Tweet in G4:
[15] docassar
[13] #exchangestrong
[12] exchangeclub
[11] chidambara09
[11] shopmyexchange
[10] llnuxbot
[9] nodexl
[7] ingcolombo
[7] procurement2030
[7] morolswediu

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

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

Top Word Pairs in Tweet in G2:
[4] second,2021's
[4] 2021's,#bluemondays
[4] woolsey,#exchangestrong
[4] #exchangestrong,#americanism
[3] exchange,club
[3] #exchangecares,#exchangestrong
[2] xc,members
[2] members,country
[2] country,having
[2] having,fun

Top Word Pairs in Tweet in G3:
[16] #exchangestrong,nodexl
[12] exchangeclub,llnuxbot
[11] chidambara09,docassar
[11] docassar,#exchangestrong
[8] docassar,exchangeclub
[8] shopmyexchange,exchangeclub
[6] nodexl,exchangeclub
[5] procurement2030,ingcolombo
[5] nodexl,chidambara09
[5] shopmyexchange,3gramsfoo

Top Word Pairs in Tweet in G4:
[8] #exchangestrong,nodexl
[8] exchangeclub,llnuxbot
[8] chidambara09,docassar
[5] top,hashtags
[5] hashtags,#exchangestrong
[5] #exchangestrong,#ai
[5] #ai,#exchangefits
[5] nodexl,chidambara09
[5] llnuxbot,shopmyexchange
[4] #exchangefits,#exchangecares

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

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

Top Mentioned in G2:
@exchangeclub
@xcmuskogee
@muskogeepd

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

Top Mentioned in G4:
@exchangeclub
@docassar
@chidambara09
@shopmyexchange
@llnuxbot
@ingcolombo
@procurement2030
@morolswediu
@3gramsfoodgroup
@coder_487

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

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

Top Tweeters in G2:
@okgunner2002
@exchangeclub
@exchangeclublh
@projecthelpdpg
@xcmuskogee
@1stfieldofhonor
@ckhouse72
@muskogeepd

Top Tweeters in G3:
@chidambara09
@procurement2030
@supplychain2030
@cowboyjoe24
@supply
@nodexl
@shgtus
@procu

Top Tweeters in G4:
@llnuxbot
@trendsinai
@godfrey_g_
@algocentric
@shopmyexchange
@docassar


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