#exchangestrong, Twitter, 6/7/2020 6:33:47 PM, 228887


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#exchangestrong_2020-06-07_05-02-03.xlsx
#exchangestrong_2020-06-07_05-02-03.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 07, 2020
Short Description:
#exchangestrong via NodeXL https://bit.ly/3h4O8JW
@seekingseo4u
@chidambara09
@exchangeclub
@grattongirl
@docassar
@projecthelpdpg
@mvollmer1
@uitsteln
@iotworlds
@hindefathallah

Top hashtags:
#exchangestrong
#ai
#iot
#bigdata
#exchangefits
#exchangeclub

Description:
Description
The graph represents a network of 148 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, 07 June 2020 at 12:02 UTC.

The requested start date was Sunday, 07 June 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 61-day, 21-hour, 14-minute period from Thursday, 02 April 2020 at 22:25 UTC to Wednesday, 03 June 2020 at 19:39 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 : 148
Unique Edges : 441
Edges With Duplicates : 1096
Total Edges : 1537
Number of Edge Types : 5
Mentions : 410
Retweet : 169
MentionsInRetweet : 919
Tweet : 29
Replies to : 10
Self-Loops : 45
Reciprocated Vertex Pair Ratio : 0.0598705501618123
Reciprocated Edge Ratio : 0.112977099236641
Connected Components : 5
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 143
Maximum Edges in a Connected Component : 1532
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.094549
Graph Density : 0.0301066372494944
Modularity : 0.186193
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 148 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, 07 June 2020 at 12:02 UTC.

The requested start date was Sunday, 07 June 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 61-day, 21-hour, 14-minute period from Thursday, 02 April 2020 at 22:25 UTC to Wednesday, 03 June 2020 at 19:39 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:
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=224452
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228172
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223455
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=226818
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=226107
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=225690
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=225595
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=225226
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=219258
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228570

Top URLs in Tweet in G1:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223455
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228172
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=224452
[1] https://www.eetasia.com/coronavirus-puts-the-year-of-5g-on-hold/
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=226818
[1] https://enapp.chinadaily.com.cn/a/202005/01/AP5eab5b7ea31059ae470d75d6.html
[1] https://www.forbes.com/sites/bernardmarr/2020/04/03/9-future-predictions-for-a-post-coronavirus-world/#7c3ec2c35410
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=219258
[1] https://cbs12.com/news/lifestyle/artificial-intelligence-in-our-lives-today
[1] https://www.bbc.com/news/uk-51860527

Top URLs in Tweet in G2:
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=226818
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228172
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=225690
[2] https://members.nationalexchangeclub.org/content/awards
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=224452
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223455
[1] https://twitter.com/exchangeclub/status/1249682389418344450
[1] https://www.youtube.com/watch?v=bZ49RjkzLx0

[1] https://www.youtube.com/watch?v=k176wJo-1TM

[1] https://exchangeclub.org/

Top URLs in Tweet in G3:
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=224452
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=226107
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223455
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=225226
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=225595

Top URLs in Tweet in G4:
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=224452
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=226107
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228172
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223455
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=226818
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=225595
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=225226
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228570
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=225690

Top URLs in Tweet in G5:
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223455

Top URLs in Tweet in G6:
[1] https://www.facebook.com/owatonnaexchange/photos/a.678751072166030/3382675051773605/?type=3

Top Domains
Top Domains in Tweet in Entire Graph:
[58] nodexlgraphgallery.org
[5] buyexchange.org
[4] facebook.com
[3] youtube.com
[2] cmswire.com
[2] com.cn
[2] nationalexchangeclub.org
[2] besureconsulting.com
[1] eetasia.com
[1] cgtn.com

Top Domains in Tweet in G1:
[9] nodexlgraphgallery.org
[2] com.cn
[2] cmswire.com
[1] eetasia.com
[1] forbes.com
[1] cbs12.com
[1] bbc.com
[1] medicalxpress.com
[1] kpmg.us
[1] bernardmarr.com

Top Domains in Tweet in G2:
[21] nodexlgraphgallery.org
[5] buyexchange.org
[3] youtube.com
[3] facebook.com
[2] besureconsulting.com
[2] nationalexchangeclub.org
[1] twitter.com
[1] exchangeclub.org
[1] intentgen.com

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

Top Domains in Tweet in G4:
[21] nodexlgraphgallery.org

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

Top Domains in Tweet in G6:
[1] facebook.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[127] exchangestrong
[37] ai
[32] iot
[25] bigdata
[22] exchangefits
[16] exchangeclub
[12] exchangecares
[12] data
[10] twitter
[9] teamywcachi



Top Hashtags in Tweet in G1:
[29] exchangestrong
[18] ai
[13] iot
[8] data
[5] bigdata
[3] exchangefits
[3] exchangeclub
[2] datascience
[2] exchangefit
[1] coronavirus

Top Hashtags in Tweet in G2:
[59] exchangestrong
[19] exchangefits
[14] ai
[14] iot
[13] bigdata
[12] exchangecares
[11] exchangeclub
[9] teamywcachi
[6] projecthelpdupage
[5] wearblue

Top Hashtags in Tweet in G3:
[6] exchangestrong

Top Hashtags in Tweet in G4:
[28] exchangestrong
[7] bigdata
[6] twitter
[5] ai
[5] iot
[5] digital
[5] datascientist
[5] datascience
[5] linux
[5] usa

Top Hashtags in Tweet in G5:
[1] exchangestrong

Top Hashtags in Tweet in G6:
[2] exchangestrong
[1] owatonnaexchange
[1] steelecountyexchange

Top Hashtags in Tweet in G7:
[2] exchangestrong
[2] exchangemi

Top Words
Top Words in Tweet in Entire Graph:
[] Top Word Pairs in Tweet in Entire Graph
[] Entire Graph Count
[] Top Word Pairs in Tweet in G1

Top Words in Tweet in G1:
[42] seekingseo4u
[36] docassar
[32] grattongirl
[31] chidambara09
[29] #exchangestrong
[27] mvollmer1
[23] nodexl
[18] #ai
[17] covid
[17] 19

Top Words in Tweet in G2:
[59] #exchangestrong
[51] exchangeclub
[50] seekingseo4u
[47] docassar
[43] chidambara09
[39] grattongirl
[33] ingcolombo
[29] exchangeclublh
[28] mvollmer1
[27] uitsteln

Top Words in Tweet in G3:
[31] seekingseo4u
[17] grattongirl
[15] docassar
[13] onreact
[12] antgrasso
[11] enricomolinari
[11] chidambara09
[9] grattonboy
[8] dahl_consult
[8] nodexl

Top Words in Tweet in G4:
[54] seekingseo4u
[45] docassar
[39] grattongirl
[38] nodexl
[28] #exchangestrong
[28] chidambara09
[27] exchangeclub
[21] ingcolombo
[13] uitsteln
[12] exchangeclublh

Top Words in Tweet in G5:
[16] seekingseo4u
[9] spnlocal
[9] katy7109
[9] dahl_consult
[8] antgrasso
[6] grattongirl
[5] microinfluencer
[5] marketing
[5] enterprise
[5] tech

Top Words in Tweet in G6:
[2] members
[2] masks
[2] #exchangestrong
[2] child

Top Words in Tweet in G7:
[2] rvp
[2] jeff
[2] young
[2] inspiring
[2] michigan
[2] district
[2] #exchangestrong
[2] #exchangemi

Top Word Pairs
Top Word Pairs in Tweet in G2:
[17] chidambara09,docassar
[15] grattongirl,exchangeclub
[15] exchangeclublh,projecthelpdpg
[15] nodexl,seekingseo4u
[15] ingcolombo,mvollmer1
[15] mvollmer1,exchangeclublh
[15] docassar,seekingseo4u
[15] #exchangestrong,nodexl
[15] seekingseo4u,chidambara09
[15] exchange,club

Top Word Pairs in Tweet in G3:
[26] covid,19
[24] seekingseo4u,china's
[22] china's,lunar
[20] lunar,rover
[20] rover,travels
[20] travels,448
[19] 448,meters
[17] meters,moon's
[15] moon's,far
[13] far,side

Top Word Pairs in Tweet in G4:
[7] #exchangestrong,nodexl
[6] nodexl,seekingseo4u
[6] seekingseo4u,chidambara09
[6] chidambara09,docassar
[6] grattongirl,ingcolombo
[6] docassar,#exchangestrong
[6] grattongirl,exchangeclub
[6] exchangeclub,grattongirl
[6] docassar,grattongirl
[6] seekingseo4u,#exchangestrong

Top Word Pairs in Tweet in G5:
[21] seekingseo4u,microinfluencer
[21] microinfluencer,marketing
[18] marketing,enterprise
[15] enterprise,tech
[14] tech,companies
[11] companies,getting
[11] getting,done
[10] done,spnlocal
[9] spnlocal,katy7109
[8] katy7109,dahl_consult

Top Word Pairs in Tweet in G6:

Top Word Pairs in Tweet in G7:
[] rvp,jeff
[] jeff,young
[] young,inspiring
[] inspiring,michigan
[] michigan,district
[] district,#exchangestrong
[] #exchangestrong,#exchangemi

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@seekingseo4u
@grattongirl
@docassar
@chidambara09
@exchangeclub
@ingcolombo
@mvollmer1
@uitsteln
@exchangeclublh
@antgrasso

Top Mentioned in G1:
@seekingseo4u
@grattongirl
@docassar
@chidambara09
@mvollmer1
@dahl_consult
@antgrasso
@uitsteln
@drs
@nodexl

Top Mentioned in G2:
@exchangeclub
@seekingseo4u
@chidambara09
@docassar
@grattongirl
@ingcolombo
@exchangeclublh
@mvollmer1
@uitsteln
@projecthelpdpg

Top Mentioned in G3:
@seekingseo4u
@grattongirl
@onreact
@antgrasso
@enricomolinari
@chidambara09
@docassar
@grattonboy
@dahl_consult
@ingcolombo

Top Mentioned in G4:
@seekingseo4u
@grattongirl
@docassar
@chidambara09
@exchangeclub
@ingcolombo
@uitsteln
@exchangeclublh
@mvollmer1
@nodexl

Top Mentioned in G5:
@seekingseo4u
@spnlocal
@katy7109
@dahl_consult
@antgrasso
@grattongirl
@ch
@docassar
@chidambara09
@lindagrass0

Top Mentioned in G7:
@mayorkarnes

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@chidambara09
@evankirstel
@lorimoreno
@ronaldclarke
@taieb_bot
@xaelbot
@johnapp63499667
@marshacollier
@nicochan33

Top Tweeters in G1:
@evankirstel
@lorimoreno
@marshacollier
@akwyz
@brucevh
@merckxcycling
@enrirosasdiaz
@dataaugmented
@adamsconsulting
@lorishemek

Top Tweeters in G2:
@ronaldclarke
@taieb_bot
@xaelbot
@ssxman2
@llnuxbot
@websecurityit
@womencodersbot
@redianbot
@linuxdreams
@mvollmer1

Top Tweeters in G3:
@sectest9
@nicochan33
@vivmilano
@data_nerd
@grattonboy
@grattongirl
@cybersecurityn8
@ipfconline1
@procurementstar
@procurement2030

Top Tweeters in G4:
@chidambara09
@johnapp63499667
@markmichdomnic
@xzpwedvhhh37i3c
@ricardo_ik_ahau
@daviddoughty
@edrc30
@khattiy74899201
@sallyeaves
@electivenow

Top Tweeters in G5:
@2601manish
@mjoehlerich
@techpearce2
@alternative200
@ch
@hazloe3
@lysapreneur
@theadamgabriel
@baski_la
@microsmallbusi1

Top Tweeters in G6:
@cardashroll
@exnorthwillco
@daha

Top Tweeters in G7:
@baptistfeeding
@mayorkarnes


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