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#DigiBlogChat_2022-06-22_13-17-21.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
June 22, 2022
Short Description:
#DigiBlogChat via NodeXL https://bit.ly/3zT0Sz6
@carol_stephen
@hagglethis
@lazblazter
@thiammeka2gogue
@johnwlewis
@jackieyuntweets
@adventureglass
@reziawahidweave
@finolasloyanpr
@pavelstepanov77

Top hashtags:
#digiblogchat
#chataboutbrand
#usabizparty
#smtlive

Description:
Description
The graph represents a network of 377 Twitter users whose tweets in the requested range contained "#DigiBlogChat", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 22 June 2022 at 20:20 UTC.

The requested start date was Wednesday, 22 June 2022 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 98-day, 0-hour, 19-minute period from Tuesday, 15 March 2022 at 20:17 UTC to Tuesday, 21 June 2022 at 20:36 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 : 377
Unique Edges : 605
Edges With Duplicates : 13486
Total Edges : 14091
Number of Edge Types : 5
Retweet : 1805
MentionsInRetweet : 2711
Replies to : 3828
Mentions : 4246
Tweet : 1501
Self-Loops : 1513
Reciprocated Vertex Pair Ratio : 0.263912310286678
Reciprocated Edge Ratio : 0.417611741160774
Connected Components : 3
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 374
Maximum Edges in a Connected Component : 14090
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.598885
Graph Density : 0.0105748067046673
Modularity : 0.047391
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 377 Twitter users whose tweets in the requested range contained "#DigiBlogChat", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 22 June 2022 at 20:20 UTC.

The requested start date was Wednesday, 22 June 2022 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 98-day, 0-hour, 19-minute period from Tuesday, 15 March 2022 at 20:17 UTC to Tuesday, 21 June 2022 at 20:36 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 : #DigiBlogChat
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:
[18] http://yoursocialmediaworks.com/how-to-join-digiblogchat-twitter-chat
[16] https://bitly.com/
[12] https://tealfeed.com/best-content-will-help-others-so-wktsx
[11] https://tealfeed.com/haggle-little-extra-when-name-yourprice-oscft
[9] https://tealfeed.com/strong-businesses-know-use-good-data-k3fl1
[8] https://hagglethis.com/
[6] https://www.hagglethis.com/can-there-be-fair-play-in-ecommerce/
[6] https://medium.com/datadriveninvestor/e-learning-helps-students-who-are-able-to-take-advantage-67b1939af60e
[6] https://twitter.com/Carol_Stephen/status/1506363132062539776
[6] https://twitter.com/Carol_Stephen/status/1511438854477152256

Top URLs in Tweet in G1:
[16] http://yoursocialmediaworks.com/how-to-join-digiblogchat-twitter-chat
[11] https://tealfeed.com/haggle-little-extra-when-name-yourprice-oscft
[10] https://tealfeed.com/best-content-will-help-others-so-wktsx
[9] https://bitly.com/
[9] https://tealfeed.com/strong-businesses-know-use-good-data-k3fl1
[6] https://medium.com/datadriveninvestor/e-learning-helps-students-who-are-able-to-take-advantage-67b1939af60e
[5] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fmedium.datadriveninvestor.com%2Fe-learning-helps-students-who-are-able-to-take-advantage-67b1939af60e
[4] https://twitter.com/Carol_Stephen/status/1506363132062539776
[4] https://medium.datadriveninvestor.com/social-audio-gives-everyone-a-chance-to-speak-around-the-world-b42ee6c6f9a8
[3] https://medium.datadriveninvestor.com/blogging-for-fun-makes-a-mind-blown-splash-on-instagram-5c6fec482435

Top URLs in Tweet in G2:
[4] https://twitter.com/Carol_Stephen/status/1539338731491950592
[3] https://twitter.com/Carol_Stephen/status/1539340062311129088
[3] https://twitter.com/Carol_Stephen/status/1539342716437270528
[3] https://twitter.com/Carol_Stephen/status/1539344256317333504
[3] https://bitly.com/
[2] https://twitter.com/Carol_Stephen/status/1511433680241061888
[2] https://twitter.com/LazBlazter/status/1513983515515396112
[2] https://twitter.com/Carol_Stephen/status/1521581763495034880
[2] https://twitter.com/Carol_Stephen/status/1521583195149398016
[2] https://twitter.com/Carol_Stephen/status/1521584399636041728

Top URLs in Tweet in G3:
[6] https://www.hagglethis.com/can-there-be-fair-play-in-ecommerce/
[5] https://hagglethis.com/
[3] https://www.hagglethis.com/about/
[1] https://twitter.com/EmaPirciu/status/1503831839294771201
[1] https://twitter.com/i/web/status/1506365505422041088
[1] https://twitter.com/i/web/status/1508895192824225796
[1] https://twitter.com/Carol_Stephen/status/1511433746091708421
[1] https://twitter.com/Carol_Stephen/status/1513970273824903170
[1] https://twitter.com/Carol_Stephen/status/1513970325075103745
[1] https://twitter.com/Carol_Stephen/status/1513971901160251392

Top URLs in Tweet in G4:
[3] https://madalynsklar.com/chatlist
[2] https://twitter.com/Carol_Stephen/status/1508899271432540162
[2] https://twitter.com/Carol_Stephen/status/1508902251317760000
[2] https://twitter.com/Carol_Stephen/status/1511435138718085122
[2] https://twitter.com/Carol_Stephen/status/1511436609941475329
[2] https://twitter.com/Carol_Stephen/status/1511438052379410437
[2] https://twitter.com/Carol_Stephen/status/1511441135893241858
[2] https://twitter.com/Carol_Stephen/status/1519045005687459840
[2] https://twitter.com/Carol_Stephen/status/1519046319473446913
[2] https://twitter.com/Carol_Stephen/status/1521583195149398016

Top URLs in Tweet in G5:
[3] https://bitly.com/
[2] https://twitter.com/Carol_Stephen/status/1506363504856498176
[2] https://twitter.com/carol_stephen/status/1513910476878589959
[2] https://www.evenness.rocks/
[2] https://twitter.com/jvmediadesign/status/1524128424733814784
[2] https://twitter.com/carol_stephen/status/1537450311895289856
[2] https://twitter.com/Carol_Stephen/status/1531730058875838464
[2] https://yoursocialmediaworks.com/digiblogchat-april-12-2022-metaverse-remote-and-immersive-future-of-work-and-play-with-finolasloyanpr
[2] https://twitter.com/Carol_Stephen/status/1513983293015805958
[2] https://tealfeed.com/best-content-will-help-others-so-wktsx

Top URLs in Tweet in G6:
[1] https://hesterglock.net/

Top Domains
Top Domains in Tweet in Entire Graph:
[1082] twitter.com
[40] tealfeed.com
[32] yoursocialmediaworks.com
[27] medium.com
[20] hagglethis.com
[16] bitly.com
[13] datadriveninvestor.com
[8] randyclarkleadership.com
[6] tweepsmap.com
[5] youtube.com

Top Domains in Tweet in G1:
[329] twitter.com
[36] tealfeed.com
[25] medium.com
[22] yoursocialmediaworks.com
[13] datadriveninvestor.com
[9] bitly.com
[3] randyclarkleadership.com
[2] petapixel.com
[2] avatoon.me
[2] warrenlainenaida.net

Top Domains in Tweet in G2:
[406] twitter.com
[5] yoursocialmediaworks.com
[4] tweepsmap.com
[4] randyclarkleadership.com
[3] youtube.com
[3] bitly.com
[2] ck.page
[2] medium.com
[1] beyondflg.com
[1] wikipedia.org

Top Domains in Tweet in G3:
[38] twitter.com
[16] hagglethis.com
[1] tiktok.com
[1] bitly.com
[1] g2.com

Top Domains in Tweet in G4:
[165] twitter.com
[3] madalynsklar.com
[1] hagglethis.com

Top Domains in Tweet in G5:
[144] twitter.com
[5] yoursocialmediaworks.com
[4] tealfeed.com
[3] bitly.com
[2] evenness.rocks
[1] co.uk
[1] avatoon.me
[1] hagglethis.com
[1] google.com
[1] fandom.com

Top Domains in Tweet in G6:
[1] hesterglock.net

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[6296] digiblogchat
[122] chataboutbrand
[93] usabizparty
[66] smtlive
[52] vcbuzz
[48] cmworld
[46] ppcchat
[42] custserv
[41] marketing
[40] twitterchats



Top Hashtags in Tweet in G1:
[2394] digiblogchat
[36] marketing
[23] shoutouts
[16] mondayblogs
[15] chataboutbrand
[14] ppcchat
[14] vcbuzz
[13] usabizparty
[12] grantchat
[7] metaverse

Top Hashtags in Tweet in G2:
[2249] digiblogchat
[16] chataboutbrand
[15] smtlive
[14] usabizparty
[14] cmworld
[14] vcbuzz
[13] ppcchat
[13] socialcafe
[13] custserv
[11] thecommunitychat

Top Hashtags in Tweet in G3:
[329] digiblogchat
[25] hagglethis
[4] fairplay
[3] bizapaloozachat
[2] chataboutbrand
[2] etsystrike
[2] hiphiphooray
[1] twittersmarter
[1] usabizparty
[1] cat

Top Hashtags in Tweet in G4:
[412] digiblogchat
[89] chataboutbrand
[65] usabizparty
[48] smtlive
[32] soulnestingchat
[31] cmworld
[30] twitterchats
[28] thecommunitychat
[28] custserv
[26] socialcafe

Top Hashtags in Tweet in G5:
[877] digiblogchat
[28] metaverse
[10] windsorvt
[9] gamification
[6] bermuda
[5] tea
[5] alohafriday
[4] entrepreneurs
[4] chores
[4] fun

Top Hashtags in Tweet in G6:
[34] digiblogchat
[11] weavinglight

Top Hashtags in Tweet in G7:
[1] digiblogchat

Top Words
Top Words in Tweet in Entire Graph:
[6296] #digiblogchat
[3114] carol_stephen
[1114] lazblazter
[602] finolasloyanpr
[537] adventureglass
[504] see
[504] randylyleclark
[474] johnwlewis
[472] hagglethis
[438] tuesday

Top Words in Tweet in G1:
[2394] #digiblogchat
[816] carol_stephen
[416] lazblazter
[319] see
[274] finolasloyanpr
[266] pdt
[255] tuesday
[227] johnwlewis
[224] adventureglass
[206] 00

Top Words in Tweet in G2:
[2249] #digiblogchat
[1283] carol_stephen
[306] lazblazter
[175] randylyleclark
[172] adventureglass
[157] finolasloyanpr
[156] hagglethis
[153] hi
[124] emapirciu
[122] twitter

Top Words in Tweet in G3:
[329] #digiblogchat
[171] carol_stephen
[52] adventureglass
[47] lazblazter
[43] fair
[43] play
[38] finolasloyanpr
[38] friends
[36] commerce
[36] george

Top Words in Tweet in G4:
[412] #digiblogchat
[151] carol_stephen
[91] pt
[89] #chataboutbrand
[89] alyx
[86] 9am
[71] tuesday
[65] #usabizparty
[64] digital
[60] great

Top Words in Tweet in G5:
[877] #digiblogchat
[676] carol_stephen
[293] lazblazter
[122] finolasloyanpr
[108] randylyleclark
[105] johnwlewis
[89] twitter
[89] good
[85] jackieyuntweets
[84] hagglethis

Top Words in Tweet in G6:
[34] #digiblogchat
[17] carol_stephen
[11] friends
[11] excited
[11] show
[11] book
[11] #weavinglight
[11] printed
[11] publication
[11] day

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[296] #digiblogchat,tuesday
[241] 00,pm
[237] see,#digiblogchat
[220] pm,pdt
[178] love,see
[164] join,#digiblogchat
[150] finolasloyanpr,carol_stephen
[138] emapirciu,carol_stephen
[135] adventureglass,carol_stephen
[135] lazblazter,carol_stephen

Top Word Pairs in Tweet in G1:
[214] #digiblogchat,tuesday
[200] 00,pm
[184] pm,pdt
[175] see,#digiblogchat
[152] love,see
[84] join,#digiblogchat
[75] social,media
[64] please,join
[64] 1pm,pdt
[63] 9pm,uk

Top Word Pairs in Tweet in G2:
[67] emapirciu,carol_stephen
[58] adventureglass,carol_stephen
[48] carol_stephen,lazblazter
[43] lazblazter,carol_stephen
[42] finolasloyanpr,carol_stephen
[41] carol_stephen,a1
[40] #digiblogchat,tuesday
[37] see,#digiblogchat
[37] shruti12d,carol_stephen
[35] hagglethis,carol_stephen

Top Word Pairs in Tweet in G3:
[41] fair,play
[31] play,commerce
[26] 1pm,pacific
[17] friends,#digiblogchat
[16] knock,offs
[16] chat,fair
[15] 19,22
[15] carol_stephen,adventureglass
[14] fees,knock
[14] commerce,insights

Top Word Pairs in Tweet in G4:
[67] alyx,#digiblogchat
[49] #chataboutbrand,9am
[30] 9am,pt
[29] #usabizparty,10am
[28] #thecommunitychat,#smtlive
[28] 10am,pt
[27] pt,#usabizparty
[25] #digiblogchat,1pm
[25] pt,#digiblogchat
[24] digital,literacy

Top Word Pairs in Tweet in G5:
[50] lazblazter,carol_stephen
[46] carol_stephen,lazblazter
[37] join,#digiblogchat
[34] #digiblogchat,tuesday
[33] finolasloyanpr,carol_stephen
[30] please,join
[27] carol_stephen,please
[25] 9pm,uk
[23] 1pm,pdt
[23] pdt,4pm

Top Word Pairs in Tweet in G6:
[11] #digiblogchat,friends
[11] friends,excited
[11] excited,show
[11] show,book
[11] book,#weavinglight
[11] #weavinglight,printed
[11] printed,publication
[11] publication,day
[10] reziawahidweave,#digiblogchat
[9] day,wil

Top Replied-To
Top Replied-To in Entire Graph:
@carol_stephen
@lazblazter
@adventureglass
@randylyleclark
@finolasloyanpr
@hagglethis
@johnwlewis
@emapirciu
@jackieyuntweets
@thiammeka2gogue

Top Replied-To in G1:
@finolasloyanpr
@adventureglass
@johnwlewis
@carol_stephen
@randylyleclark
@hagglethis
@lazblazter
@jackieyuntweets
@thiammeka2gogue
@sandyconnolly

Top Replied-To in G2:
@carol_stephen
@lazblazter
@adventureglass
@randylyleclark
@hagglethis
@emapirciu
@finolasloyanpr
@johnwlewis
@sandyconnolly
@jorgensonlocker

Top Replied-To in G3:
@carol_stephen
@adventureglass
@finolasloyanpr
@randylyleclark
@lazblazter
@emapirciu
@thiammeka2gogue
@johnwlewis
@maricarjagger
@sandyconnolly

Top Replied-To in G4:
@carol_stephen
@hagglethis
@randylyleclark
@lazblazter
@jahelite_
@shruti12d
@virtudeskcom
@thetomgreid
@thiammeka2gogue
@adventureglass

Top Replied-To in G5:
@carol_stephen
@lazblazter
@randylyleclark
@hagglethis
@adventureglass
@johnwlewis
@jackieyuntweets
@finolasloyanpr
@shruti12d
@emapirciu

Top Replied-To in G6:
@carol_stephen
@lazblazter
@jackieyuntweets
@maricarjagger
@johnwlewis
@finolasloyanpr

Top Replied-To in G7:
@cabinetmakers

Top Mentioned
Top Mentioned in Entire Graph:
@carol_stephen
@lazblazter
@finolasloyanpr
@johnwlewis
@adventureglass
@hagglethis
@randylyleclark
@twitter
@shruti12d
@thiammeka2gogue

Top Mentioned in G1:
@carol_stephen
@lazblazter
@finolasloyanpr
@johnwlewis
@hagglethis
@thiammeka2gogue
@adventureglass
@shruti12d
@randylyleclark
@jkatzaman

Top Mentioned in G2:
@carol_stephen
@lazblazter
@finolasloyanpr
@hagglethis
@randylyleclark
@adventureglass
@johnwlewis
@emapirciu
@twitter
@shruti12d

Top Mentioned in G3:
@carol_stephen
@lazblazter
@adventureglass
@finolasloyanpr
@emapirciu
@hagglethis
@randylyleclark
@jackieyuntweets
@terrinakamura
@shruti12d

Top Mentioned in G4:
@carol_stephen
@lazblazter
@colfaxinsurance
@pavelstepanov77
@thiammeka2gogue
@bizapalooza
@shruti12d
@thetomgreid
@madalynsklar
@hagglethis

Top Mentioned in G5:
@carol_stephen
@lazblazter
@finolasloyanpr
@johnwlewis
@randylyleclark
@jackieyuntweets
@hagglethis
@adventureglass
@creativewoodvt
@twitter

Top Mentioned in G6:
@reziawahidweave
@carol_stephen
@lazblazter
@shruti12d
@johnwlewis
@jorgensonlocker
@maricarjagger
@finolasloyanpr
@swcareer
@randylyleclark

Top Tweeters
Top Tweeters in Entire Graph:
@tesco
@paoloigna1
@alhanda
@edjlazar
@bethpaintings
@gezgintrk
@cultiv8hope
@myloc_tracker
@ucloudify
@trippbraden

Top Tweeters in G1:
@alhanda
@edjlazar
@myloc_tracker
@kellylmckevitt
@journeyingdave
@twilli2861
@mondayblogs
@nanab_2010
@easportsfifa
@alexandria_sz

Top Tweeters in G2:
@tesco
@paoloigna1
@terrinakamura
@tree4justice
@mitch_m
@bridgetmwillard
@digiorno
@botsentinel
@smokie62smokie
@charlesmccool

Top Tweeters in G3:
@bethpaintings
@sdsunchaser
@growmap
@_retweets___
@angelicmousegrl
@socialsmktg
@diymarketers
@winniesun
@kmaster49620335
@accrete

Top Tweeters in G4:
@gezgintrk
@wholefoods
@bewickwren
@madalynsklar
@adamsconsulting
@dupagelink
@ghareer
@bizapalooza
@todmeisner
@angelahemans

Top Tweeters in G5:
@cultiv8hope
@ucloudify
@trippbraden
@akwyz
@dshojinakamoto
@oma_hamou
@maricarjagger
@socialmedia2day
@jeffsheehan
@slines

Top Tweeters in G6:
@gbclarkson
@vilmastuttle
@richokeeffe
@haulpawkins
@sue6718
@feargalshiels
@reziawahidweave
@h_g_press
@jimena54404894
@a_anwandter

Top Tweeters in G7:
@windowworksusa
@cabinetmakers

Top Tweeters in G8:
@finola