#exchangestrong, Twitter, 5/5/2021 12:04:02 AM, 254136


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#exchangestrong_2021-05-03_06-30-17.xlsx
#exchangestrong_2021-05-03_06-30-17.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 05, 2021
Short Description:
#exchangestrong via NodeXL https://bit.ly/3xL7njW
@ingcolombo
@exchangeclub
@chidambara09
@xcmuskogee
@docassar
@procurement2030
@procurementstar
@supplychain2030
@llnuxbot
@shopmyexchange

Top hashtags:
#exchangestrong
#exchangecares
#ai

Description:
Description
The graph represents a network of 42 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 Monday, 03 May 2021 at 13:30 UTC.

The requested start date was Sunday, 02 May 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 87-day, 14-hour, 49-minute period from Monday, 01 February 2021 at 23:39 UTC to Friday, 30 April 2021 at 14:28 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 : 42
Unique Edges : 119
Edges With Duplicates : 426
Total Edges : 545
Number of Edge Types : 5
Tweet : 18
Retweet : 60
MentionsInRetweet : 321
Mentions : 140
Replies to : 6
Self-Loops : 19
Reciprocated Vertex Pair Ratio : 0.120218579234973
Reciprocated Edge Ratio : 0.214634146341463
Connected Components : 1
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 42
Maximum Edges in a Connected Component : 545
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.970522
Graph Density : 0.119047619047619
Modularity : 0.139008
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 42 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 Monday, 03 May 2021 at 13:30 UTC.

The requested start date was Sunday, 02 May 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 87-day, 14-hour, 49-minute period from Monday, 01 February 2021 at 23:39 UTC to Friday, 30 April 2021 at 14:28 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:
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253106
[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
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253176
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=250987
[3] https://www.healingfield.org/event/childabusepreventionnec21/
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=250961
[2] https://myemail.constantcontact.com/subject.html?soid=1102534231567&aid=dDOuBmoSiso
[2] https://twitter.com/IngColombo/status/1382946460510130176

Top URLs in Tweet in G1:
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253106
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252615
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=248729
[2] https://twitter.com/IngColombo/status/1382946460510130176
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=244709
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=251967
[2] https://twitter.com/MuskogeePhoenix/status/1382711584737398785
[1] https://twitter.com/IngColombo/status/1361224165018206208
[1] https://twitter.com/IngColombo/status/1345807574004887553

Top URLs in Tweet in G2:
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253176
[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=253106
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252615
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=250961

Top URLs in Tweet in G3:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=251967
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253176
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=248729
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=250961
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252615
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253106
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=250987

Top URLs in Tweet in G4:
[3] https://www.healingfield.org/event/childabusepreventionnec21/
[2] https://myemail.constantcontact.com/subject.html?soid=1102534231567&aid=dDOuBmoSiso
[1] http://buyexchange.org/timeoutteddybears.aspx
[1] http://BuyExchange.org
[1] https://www.youtube.com/watch?v=jaOLNc9r8FI
[1] https://myemail.constantcontact.com/subject.html?soid=1102534231567&aid=pIs41BIdQCU
[1] https://www.facebook.com/groups/exchangeclubofnaperville
[1] https://twitter.com/exchangeclub/status/1356317838777180164

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[81] exchangestrong
[18] exchangecares
[12] ai
[10] nationalchildabusepreventionmonth
[10] exchangefits
[8] preventionofchildabuse
[6] bluemondays
[5] nationalproject
[5] teamywcachi
[4] memberfyi



Top Hashtags in Tweet in G1:
[25] exchangestrong
[4] ai
[4] exchangefits
[4] americanism
[3] exchangecares
[2] teamywcachi
[2] nodexl
[1] exchangefitscommunities
[1] bluemondays
[1] seohashtag

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

Top Hashtags in Tweet in G3:
[14] exchangestrong
[6] exchangecares
[6] ai
[6] exchangefits
[3] teamywcachi
[1] nationalchildabusepreventionmonth
[1] exchangefitscommunities

Top Hashtags in Tweet in G4:
[23] exchangestrong
[9] nationalchildabusepreventionmonth
[9] exchangecares
[8] preventionofchildabuse
[5] bluemondays
[5] nationalproject
[4] memberfyi
[3] beinformed
[2] internationalwomensday
[2] courtofhonor

Top Words
Top Words in Tweet in Entire Graph:
[84] exchangeclub
[83] docassar
[81] #exchangestrong
[58] chidambara09
[56] nodexl
[49] ingcolombo
[39] shopmyexchange
[38] procurement2030
[37] llnuxbot
[21] morolswediu

Top Words in Tweet in G1:
[25] #exchangestrong
[22] docassar
[18] exchangeclub
[17] chidambara09
[14] nodexl
[14] ingcolombo
[12] procurement2030
[9] shopmyexchange
[8] llnuxbot
[8] xcmuskogee

Top Words in Tweet in G2:
[44] docassar
[38] exchangeclub
[33] nodexl
[26] chidambara09
[22] ingcolombo
[19] #exchangestrong
[16] shopmyexchange
[16] llnuxbot
[13] procurement2030
[8] shgtus

Top Words in Tweet in G3:
[17] exchangeclub
[17] docassar
[15] chidambara09
[14] #exchangestrong
[14] shopmyexchange
[13] ingcolombo
[13] procurement2030
[13] llnuxbot
[11] morolswediu
[9] nodexl

Top Words in Tweet in G4:
[23] #exchangestrong
[11] exchangeclub
[9] exchange
[9] #nationalchildabusepreventionmonth
[9] #exchangecares
[8] club
[8] xc
[8] #preventionofchildabuse
[8] april
[7] members

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[40] #exchangestrong,nodexl
[28] chidambara09,docassar
[28] exchangeclub,llnuxbot
[26] docassar,#exchangestrong
[25] nodexl,exchangeclub
[19] shopmyexchange,exchangeclub
[18] docassar,exchangeclub
[18] exchangeclub,ingcolombo
[15] procurement2030,ingcolombo
[14] llnuxbot,shopmyexchange

Top Word Pairs in Tweet in G1:
[14] #exchangestrong,nodexl
[10] docassar,#exchangestrong
[9] exchangeclub,ingcolombo
[7] nodexl,exchangeclub
[6] chidambara09,docassar
[6] exchangeclub,llnuxbot
[6] ingcolombo,xcmuskogee
[6] xcmuskogee,chidambara09
[5] docassar,procurement2030
[5] nodexl,docassar

Top Word Pairs in Tweet in G2:
[19] #exchangestrong,nodexl
[14] nodexl,exchangeclub
[14] docassar,#exchangestrong
[13] docassar,exchangeclub
[12] exchangeclub,llnuxbot
[11] chidambara09,docassar
[8] exchangeclub,nodexl
[8] shopmyexchange,exchangeclub
[7] exchangeclub,ingcolombo
[5] procurement2030,ingcolombo

Top Word Pairs in Tweet in G3:
[11] chidambara09,docassar
[10] exchangeclub,llnuxbot
[8] procurement2030,ingcolombo
[7] top,hashtags
[7] hashtags,#exchangestrong
[7] #exchangestrong,nodexl
[7] shopmyexchange,exchangeclub
[7] llnuxbot,3gramsfoodgroup
[7] 3gramsfoodgroup,procurement2030
[7] ingcolombo,morolswediu

Top Word Pairs in Tweet in G4:
[5] exchange,club
[5] 1stfieldofhonor,hosting
[5] hosting,virtual
[5] virtual,healing
[5] healing,field
[5] field,during
[5] during,#nationalchildabusepreventionmonth
[4] #memberfyi,available
[4] still,time
[4] time,1stfieldofhonor

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

Top Mentioned in G1:
@exchangeclub
@chidambara09
@docassar
@ingcolombo
@procurement2030
@shopmyexchange
@llnuxbot
@xcmuskogee
@doca

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

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

Top Mentioned in G4:
@exchangeclub
@1stfieldofhonor

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

Top Tweeters in G1:
@lkafle
@godfrey_g_
@bzberlin
@procurementstar
@david_e_powell
@ingcolombo
@okgunner2002
@hashtagmarketi7
@reutsmichael1
@pro

Top Tweeters in G2:
@chidambara09
@michaelbathurst
@procurement2030
@supplychain2030
@mpweirdopodcast
@procurement
@cowboyjoe24
@supply
@nodexl
@shgtus

Top Tweeters in G3:
@cybersecurityn8
@llnuxbot
@trendsinai
@friday_js_bot
@discovertech3
@coder_487
@morolswediu
@algocentric
@kc5fm
@shopmyexchange

Top Tweeters in G4:
@exchangeclub
@exchangeclublh
@projecthelpdpg
@1stfieldofhonor