#exchangestrong, Twitter, 3/29/2020 6:54:13 PM, 223978


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#exchangestrong_2020-03-29_04-48-01.xlsx
#exchangestrong_2020-03-29_04-48-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 29, 2020
Short Description:
#exchangestrong via NodeXL https://bit.ly/2vW7oGD
@seekingseo4u
@docassar
@chidambara09
@exchangeclub
@grattongirl
@ingcolombo
@mjoehlerich
@nicochan33
@xcmuskogee
@exchangeclublh

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

Description:
Description
The graph represents a network of 290 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, 29 March 2020 at 11:48 UTC.

The requested start date was Sunday, 29 March 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 86-day, 2-hour, 9-minute period from Wednesday, 01 January 2020 at 18:19 UTC to Friday, 27 March 2020 at 20:28 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 : 290
Unique Edges : 1137
Edges With Duplicates : 2664
Total Edges : 3801
Number of Edge Types : 4
Tweet : 34
Mentions : 997
MentionsInRetweet : 2755
Replies to : 15
Self-Loops : 34
Reciprocated Vertex Pair Ratio : 0.0382252559726962
Reciprocated Edge Ratio : 0.0736357659434582
Connected Components : 3
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 288
Maximum Edges in a Connected Component : 3800
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.153716
Graph Density : 0.0181481923398163
Modularity : 0.196218
NodeXL Version : 1.0.1.428
Data Import : The graph represents a network of 290 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, 29 March 2020 at 11:48 UTC.

The requested start date was Sunday, 29 March 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 86-day, 2-hour, 9-minute period from Wednesday, 01 January 2020 at 18:19 UTC to Friday, 27 March 2020 at 20:28 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:
[36] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=220831
[22] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=218450
[18] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223455
[16] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=222286
[16] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=221842
[15] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223004
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=219258
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223019
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=220257
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=220282

Top URLs in Tweet in G1:
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=218450
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=220831
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223455
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223004
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=219258
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=221842
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=222286
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223019
[1] https://twitter.com/exchangeclub/status/1243629482944102400
[1] http://www.connectedaction.net/shop/

Top URLs in Tweet in G2:
[17] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=220831
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=222286
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=218450
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=221842
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223004
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223455
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=219258
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223019
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=220257
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=220282

Top URLs in Tweet in G3:
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=220831
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223455
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=221842
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223004
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=222286
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223019
[2] https://www.nationalexchangeclub.org/donors/
[2] https://twitter.com/maxbrooksauthor/status/1239624352305303552
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=218450
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=220282

Top URLs in Tweet in G5:
[1] https://myemail.constantcontact.com/Exchange-s-February-FYI.html?soid=1102534231567&aid=ig5d-dMxhGg

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[239] exchangestrong
[79] ai
[56] exchangefits
[55] iot
[37] bigdata
[35] exchangeclub
[30] exchangefit
[20] data
[11] datascience
[8] givingtuesday



Top Hashtags in Tweet in G1:
[88] exchangestrong
[47] ai
[30] iot
[17] data
[14] bigdata
[12] exchangefits
[11] exchangeclub
[10] exchangefit
[4] influencermarketing
[4] datascience

Top Hashtags in Tweet in G2:
[79] exchangestrong
[26] ai
[20] exchangeclub
[20] iot
[19] exchangefits
[19] bigdata
[16] exchangefit
[7] datascience
[6] datascientist
[6] linux

Top Hashtags in Tweet in G3:
[70] exchangestrong
[24] exchangefits
[6] ai
[6] growexchange
[5] iot
[4] exchangeclub
[4] exchangefit
[4] bigdata
[4] xccolosprings
[3] dontbeaspreader

Top Hashtags in Tweet in G5:
[1] exchangestrong

Top Hashtags in Tweet in G6:
[1] exchangestrong
[1] exchangefits

Top Words
Top Words in Tweet in Entire Graph:
[246] Words in Sentiment List#1: Positive
[208] Words in Sentiment List#2: Negative
[7] Words in Sentiment List#3: Angry/Violent
[10520] Non-categorized Words
[10974] Total Words
[472] seekingseo4u
[391] docassar
[335] chidambara09
[296] nodexl
[239] #exchangestrong

Top Words in Tweet in G1:
[147] seekingseo4u
[132] docassar
[110] chidambara09
[102] nodexl
[88] #exchangestrong
[87] antgrasso
[81] grattongirl
[62] exchangeclub
[47] #ai
[44] grattonboy

Top Words in Tweet in G2:
[220] seekingseo4u
[178] docassar
[153] nodexl
[153] chidambara09
[91] grattongirl
[89] uitsteln
[88] exchangeclub
[79] #exchangestrong
[64] xcmuskogee
[56] mjoehlerich

Top Words in Tweet in G3:
[91] seekingseo4u
[81] docassar
[80] exchangeclub
[72] chidambara09
[70] #exchangestrong
[64] xcmuskogee
[59] uitsteln
[57] mjoehlerich
[43] exchange
[41] nodexl

Top Words in Tweet in G4:
[14] seekingseo4u
[14] drspangenberg
[14] mvollmer1
[11] sallyeaves
[11] victoryabro
[11] jack_rgjk
[10] coronavirus
[7] stretching
[7] facebook
[7] limits

Top Words in Tweet in G5:
[8] dallas
[5] county
[5] club
[5] exchangeclub
[4] due
[4] city
[4] directives
[4] currently
[4] effect
[4] meetings

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[115] docassar,nodexl
[105] xcmuskogee,exchangeclub
[102] #exchangestrong,nodexl
[92] chidambara09,docassar
[91] exchangeclub,mjoehlerich
[85] docassar,uitsteln
[83] seekingseo4u,docassar
[73] uitsteln,xcmuskogee
[63] nodexl,docassar
[57] grattongirl,grattonboy

Top Word Pairs in Tweet in G1:
[50] docassar,nodexl
[33] artificial,intelligence
[32] chidambara09,docassar
[32] grattongirl,grattonboy
[29] nicochan33,nonyabinis
[27] #exchangestrong,nodexl
[27] thenathanone,nicochan33
[27] antgrasso,ipfconline1
[26] intelligence,lives
[26] lives,today

Top Word Pairs in Tweet in G2:
[64] docassar,nodexl
[50] chidambara09,docassar
[48] #exchangestrong,nodexl
[44] xcmuskogee,exchangeclub
[41] docassar,uitsteln
[38] seekingseo4u,docassar
[37] exchangeclub,mjoehlerich
[34] uitsteln,xcmuskogee
[32] seekingseo4u,coronavirus
[30] nodexl,docassar

Top Word Pairs in Tweet in G3:
[40] xcmuskogee,exchangeclub
[37] exchangeclub,mjoehlerich
[28] seekingseo4u,docassar
[27] #exchangestrong,nodexl
[26] mjoehlerich,leadersadam
[23] docassar,uitsteln
[22] exchangedurham,xchanover
[21] uitsteln,xcmuskogee
[20] chidambara09,uitsteln
[20] leadersadam,seekingseo4u

Top Word Pairs in Tweet in G4:
[11] drspangenberg,mvollmer1
[11] mvollmer1,sallyeaves
[11] sallyeaves,victoryabro
[11] victoryabro,jack_rgjk
[7] seekingseo4u,coronavirus
[7] coronavirus,stretching
[7] stretching,facebook
[7] facebook,limits
[7] limits,drspangenberg
[7] jack_rgjk,vanri

Top Word Pairs in Tweet in G5:
[4] due,dallas
[4] dallas,county
[4] county,city
[4] city,dallas
[4] dallas,directives
[4] directives,currently
[4] currently,effect
[4] effect,club
[4] club,meetings
[4] meetings,suspended

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@seekingseo4u
@docassar
@chidambara09
@exchangeclub
@grattongirl
@uitsteln
@xcmuskogee
@nodexl
@mjoehlerich
@antgrasso

Top Mentioned in G1:
@seekingseo4u
@docassar
@chidambara09
@antgrasso
@grattongirl
@nodexl
@exchangeclub
@grattonboy
@thenathanone
@onreact

Top Mentioned in G2:
@seekingseo4u
@docassar
@chidambara09
@grattongirl
@nodexl
@uitsteln
@exchangeclub
@xcmuskogee
@mjoehlerich
@grattonboy

Top Mentioned in G3:
@seekingseo4u
@exchangeclub
@docassar
@chidambara09
@xcmuskogee
@mjoehlerich
@uitsteln
@xchanover
@exchangedurham
@leadersadam

Top Mentioned in G4:
@seekingseo4u
@drspangenberg
@mvollmer1
@sallyeaves
@victoryabro
@jack_rgjk
@vanri
@aaronauldde
@enricomolinari

Top Mentioned in G5:
@exchangeclub
@exchangeclublh

Top Tweeters
Top Tweeters in Entire Graph:
@marshawright
@gamergeeknews
@chidambara09
@evankirstel
@deejayiwan
@lorimoreno
@cybersec_feeds
@calcaware
@marshacollier
@nicochan33

Top Tweeters in G1:
@marshawright
@nicochan33
@trippbraden
@brucevh
@jvcrum
@gezgintrk
@lorishemek
@ipfconline1
@j082298
@topcybernews

Top Tweeters in G2:
@chidambara09
@deejayiwan
@lorimoreno
@calcaware
@marshacollier
@andrewmorrisuk
@akwyz
@data_nerd
@ssxman2
@jonathanotcher1

Top Tweeters in G3:
@gamergeeknews
@evankirstel
@cybersec_feeds
@taieb_bot
@mjoehlerich
@openmarketingtv
@adamsconsulting
@llnuxbot
@tim_official
@albertan48

Top Tweeters in G4:
@stuartsimon
@vivianfrancos
@urbansqr
@imnickhuber
@corix_jc
@corixpartners
@avimimoun
@transform_sec
@sulefati7
@jayroefren

Top Tweeters in G5:
@markbholmes
@exchangeclublh
@bonojl
@glew16

Top Tweeters in G6:
@a
@ruthenium53


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