#DigiBlogChat, Twitter, 3/15/2023 8:26:15 PM, 291287


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#DigiBlogChat_2023-03-15_13-17-21.xlsx
#DigiBlogChat_2023-03-15_13-17-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 15, 2023
Short Description:
#DigiBlogChat via NodeXL https://bit.ly/3TkpPej
@carol_stephen
@lazblazter
@emapirciu
@maricarjagger
@virtudeskcom
@pavelstepanov77
@jkatzaman
@randylyleclark
@thiammeka2gogue
@jackieyuntweets

Top hashtags:
#digiblogchat
#chataboutbrand
#usabizparty
#vcbuzz

Description:
Description
The graph represents a network of 248 Twitter users whose recent tweets contained "#DigiBlogChat", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/14/2023 5:00:36 PM. The network was obtained from Twitter on Wednesday, 15 March 2023 at 20:22 UTC.

The tweets in the network were tweeted over the 399-day, 5-hour, 12-minute period from Tuesday, 08 February 2022 at 16:48 UTC to Tuesday, 14 March 2023 at 22:01 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 248
Unique Edges : 372
Edges With Duplicates : 11389
Total Edges : 11761
Number of Edge Types : 9
Quote : 681
MentionsInQuote : 156
Replies to : 2379
MentionsInReplyTo : 4291
Retweet : 1173
MentionsInRetweet : 1982
Mentions : 547
MentionsInQuoteReply : 13
Tweet : 539
Self-Loops : 917
Reciprocated Vertex Pair Ratio : 0.282660332541568
Reciprocated Edge Ratio : 0.440740740740741
Connected Components : 2
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 247
Maximum Edges in a Connected Component : 11760
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.528635
Graph Density : 0.017630925950111
Modularity : 0.042374
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 248 Twitter users whose recent tweets contained "#DigiBlogChat", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/14/2023 5:00:36 PM. The network was obtained from Twitter on Wednesday, 15 March 2023 at 20:22 UTC.

The tweets in the network were tweeted over the 399-day, 5-hour, 12-minute period from Tuesday, 08 February 2022 at 16:48 UTC to Tuesday, 14 March 2023 at 22:01 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[17] https://yoursocialmediaworks.com/digiblogchat-december-20-2022-holiday-favorites
[13] https://tealfeed.com/strong-businesses-know-use-good-data-k3fl1
[11] https://yoursocialmediaworks.com/digiblogchat-february-21-2023-sparking-content-strategy-ideas-that-build-stronger-communities
[7] https://twitter.com/Carol_Stephen/status/1635733789581213713
[6] https://twitter.com/Carol_Stephen/status/1605308308595802113
[5] https://tealfeed.com/blogging-fun-makes-mind-blown-splash-hjeq3
[5] https://tealfeed.com/nonprofits-benefit-everyones-donations-time-andmoney-paupo
[5] https://tealfeed.com/different-ways-network-ultimately-help-people-gt6ez
[5] https://twitter.com/LazBlazter/status/1617974704236822530
[5] https://twitter.com/LazBlazter/status/1615456182583402501

Top URLs in Tweet in G1:
[6] https://yoursocialmediaworks.com/digiblogchat-december-20-2022-holiday-favorites
[6] https://tealfeed.com/strong-businesses-know-use-good-data-k3fl1
[3] https://twitter.com/Carol_Stephen/status/1605323014781820928/photo/1
[3] http://yoursocialmediaworks.com/how-to-join-digiblogchat-twitter-chat
[3] https://twitter.com/Carol_Stephen/status/1635733789581213713
[3] https://yoursocialmediaworks.com/digiblogchat-february-21-2023-sparking-content-strategy-ideas-that-build-stronger-communities
[3] https://twitter.com/LazBlazter/status/1617974704236822530
[2] https://medium.com/datadriveninvestor/meeting-in-person-may-be-more-than-a-wonderful-memory-3c726438d82
[2] https://tealfeed.com/blogging-fun-makes-mind-blown-splash-hjeq3
[2] https://tealfeed.com/nonprofits-benefit-everyones-donations-time-andmoney-paupo

Top URLs in Tweet in G2:
[9] https://yoursocialmediaworks.com/digiblogchat-december-20-2022-holiday-favorites
[8] https://yoursocialmediaworks.com/digiblogchat-february-21-2023-sparking-content-strategy-ideas-that-build-stronger-communities
[5] https://twitter.com/Carol_Stephen/status/1605319632340062213
[5] https://twitter.com/Carol_Stephen/status/1605308308595802113
[5] https://yoursocialmediaworks.com/how-to-join-digiblogchat-twitter-chat
[4] https://twitter.com/sandyconnolly/status/1628137896359170050/photo/1
[4] https://twitter.com/Carol_Stephen/status/1635733789581213713
[4] https://twitter.com/LazBlazter/status/1615456182583402501
[4] https://twitter.com/Carol_Stephen/status/1634629763418701824
[4] https://twitter.com/LazBlazter/status/1612925416624242688

Top URLs in Tweet in G3:
[5] https://tealfeed.com/strong-businesses-know-use-good-data-k3fl1
[3] https://tealfeed.com/different-ways-network-ultimately-help-people-gt6ez
[3] https://tealfeed.com/blogging-fun-makes-mind-blown-splash-hjeq3
[3] https://tealfeed.com/haggle-little-extra-when-name-yourprice-oscft
[2] https://tealfeed.com/become-power-searcher-thanks-few-simpletips-fjqqn
[2] https://tealfeed.com/seniors-find-tech-liking-todaysworld-7tkmb
[2] https://tealfeed.com/nonprofits-benefit-everyones-donations-time-andmoney-paupo
[2] https://tealfeed.com/people-work-best-when-feel-engaged-o54aa
[2] https://twitter.com/Carol_Stephen/status/1597712863556091904/photo/1
[1] https://twitter.com/JKatzaman/status/1617993482714615808/photo/1

Top URLs in Tweet in G4:
[2] https://twitter.com/EmaPirciu/status/1605313773425786880/photo/1
[1] https://twitter.com/EmaPirciu/status/1618000280020480000/photo/1
[1] https://blog.giallozafferano.it/ipasticcidiile/lo-scrigno-di-venere/
[1] https://twitter.com/EmaPirciu/status/1612923060838928391/photo/1
[1] https://twitter.com/EmaPirciu/status/1605316746763677696/photo/1
[1] https://twitter.com/EmaPirciu/status/1625614525562073088/photo/1
[1] https://twitter.com/EmaPirciu/status/1635735524911579168/photo/1
[1] https://twitter.com/EmaPirciu/status/1597705832174870528/photo/1
[1] https://twitter.com/EmaPirciu/status/1625607410709676035/photo/1
[1] https://3go.com

Top URLs in Tweet in G5:
[2] https://twitter.com/BridgetMWillard/status/1617991769697968128/video/1
[1] https://twitter.com/virtudeskcom/status/1617991967773986816/photo/1
[1] https://twitter.com/virtudeskcom/status/1607753170964316160/photo/1
[1] https://twitter.com/virtudeskcom/status/1610289887441190912/photo/1
[1] https://twitter.com/virtudeskcom/status/1622973474309562370/photo/1
[1] https://twitter.com/virtudeskcom/status/1615363318172061698/photo/1
[1] https://twitter.com/virtudeskcom/status/1635641938635370500/photo/1
[1] https://twitter.com/virtudeskcom/status/1633120323519365123/photo/1
[1] https://twitter.com/virtudeskcom/status/1630583609152217090/photo/1
[1] https://twitter.com/virtudeskcom/status/1612826601099563008/photo/1

Top URLs in Tweet in G6:
[1] https://twitter.com/ComputerWeekly/status/1635360258716758016

Top URLs in Tweet in G7:
[3] https://jonathanbecher.com/2013/11/04/sounds-like-writing-rewrite/

Top URLs in Tweet in G8:
[1] https://longbets.org/1/#adjudication_terms

Top URLs in Tweet in G9:
[1] https://twitter.com/actionhappiness/status/1597678198686240768/photo/1

Top URLs in Tweet in G10:
[1] https://palant.info/2022/12/26/whats-in-a-pr-statement-lastpass-breach-explained/

Top Domains
Top Domains in Tweet in Entire Graph:
[1485] twitter.com
[45] yoursocialmediaworks.com
[38] tealfeed.com
[15] randyclarkleadership.com
[7] youtube.com
[7] amazon.com
[5] makeuseof.com
[4] medium.com
[3] jonathanbecher.com
[3] datadriveninvestor.com

Top Domains in Tweet in G1:
[590] twitter.com
[15] yoursocialmediaworks.com
[12] tealfeed.com
[4] youtube.com
[3] randyclarkleadership.com
[3] makeuseof.com
[3] co.uk
[2] medium.com
[2] gov.uk
[2] google.com

Top Domains in Tweet in G2:
[746] twitter.com
[28] yoursocialmediaworks.com
[12] randyclarkleadership.com
[6] amazon.com
[3] tealfeed.com
[3] youtube.com
[3] tweepsmap.com
[2] nodexlgraphgallery.org
[2] makeuseof.com
[1] donorbox.org

Top Domains in Tweet in G3:
[93] twitter.com
[22] tealfeed.com
[3] datadriveninvestor.com
[1] medium.com
[1] tiktok.com
[1] yoursocialmediaworks.com

Top Domains in Tweet in G4:
[13] twitter.com
[1] giallozafferano.it
[1] 3go.com
[1] medium.com

Top Domains in Tweet in G5:
[40] twitter.com
[1] yoursocialmediaworks.com
[1] tealfeed.com

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

Top Domains in Tweet in G7:
[3] jonathanbecher.com

Top Domains in Tweet in G8:
[1] longbets.org

Top Domains in Tweet in G9:
[1] twitter.com

Top Domains in Tweet in G10:
[1] palant.info

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4535] digiblogchat
[145] chataboutbrand
[102] usabizparty
[92] vcbuzz
[85] twitterchats
[83] socialcafe
[66] ppcchat
[63] custserv
[46] soulnestingchat
[40] hivechat



Top Hashtags in Tweet in G1:
[1791] digiblogchat
[24] ai
[18] shoutouts
[10] marketing
[7] chataboutbrand
[6] chatgpt
[5] machinelearning
[5] twitterchats
[4] vcbuzz
[4] ml

Top Hashtags in Tweet in G2:
[2125] digiblogchat
[22] windsorvt
[14] marketing
[13] lifehack
[11] ai
[11] soulnestingchat
[6] ml
[6] usabizparty
[5] lifehacks
[5] chataboutbrand

Top Hashtags in Tweet in G3:
[371] digiblogchat
[107] chataboutbrand
[74] usabizparty
[65] socialcafe
[64] vcbuzz
[61] twitterchats
[46] custserv
[44] ppcchat
[35] soulnestingchat
[24] hivechat

Top Hashtags in Tweet in G4:
[110] digiblogchat
[2] usabizparty
[2] chataboutbrand
[1] popchat
[1] twittersmarter
[1] freelancechat
[1] mttalk
[1] bizapaloozachat
[1] socialtrust
[1] 2fa

Top Hashtags in Tweet in G5:
[132] digiblogchat
[24] chataboutbrand
[23] vcbuzz
[20] usabizparty
[19] ppcchat
[18] socialcafe
[17] custserv
[16] hivechat
[16] tradestalk
[15] twitterchats

Top Hashtags in Tweet in G6:
[1] postofficescandal
[1] shocking

Top Hashtags in Tweet in G7:
[5] digiblogchat

Top Hashtags in Tweet in G8:
[1] longbet
[1] chatgpt

Top Hashtags in Tweet in G9:
[1] newwaysnovember

Top Hashtags in Tweet in G10:
[1] lastpass
[1] infosec

Top Words
Top Words in Tweet in Entire Graph:
[4534] #digiblogchat
[1690] carol_stephen
[1105] lazblazter
[595] randylyleclark
[286] good
[283] 10
[275] see
[264] time
[260] more
[250] pm

Top Words in Tweet in G1:
[1791] #digiblogchat
[502] carol_stephen
[377] lazblazter
[241] randylyleclark
[154] 10
[146] see
[146] johnwlewis
[143] finolasloyanpr
[132] topic
[131] thank

Top Words in Tweet in G2:
[2124] #digiblogchat
[850] carol_stephen
[559] lazblazter
[307] randylyleclark
[140] hi
[131] good
[111] more
[108] carol
[102] time
[99] see

Top Words in Tweet in G3:
[371] #digiblogchat
[212] carol_stephen
[107] #chataboutbrand
[97] lazblazter
[96] pm
[74] #usabizparty
[65] #socialcafe
[64] #vcbuzz
[61] #twitterchats
[56] pt

Top Words in Tweet in G4:
[110] #digiblogchat
[56] carol_stephen
[42] lazblazter
[20] randylyleclark
[17] finolasloyanpr
[11] one
[11] jvmediadesign
[8] maricarjagger
[7] chatgpt
[7] know

Top Words in Tweet in G5:
[132] #digiblogchat
[80] pm
[69] carol_stephen
[33] 12
[30] lazblazter
[24] time
[24] #chataboutbrand
[23] #vcbuzz
[20] #usabizparty
[19] #ppcchat

Top Words in Tweet in G7:
[5] writing
[5] #digiblogchat
[3] randylyleclark
[3] sounds
[3] colleagues
[3] rewrite
[3] ones
[2] always
[2] cut
[2] jbecher

Top Words in Tweet in G10:
[2] statement

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[141] #digiblogchat,10
[116] carol_stephen,lazblazter
[107] lazblazter,carol_stephen
[101] #digiblogchat,tuesday
[81] next,week
[75] social,media
[70] see,#digiblogchat
[70] 12,pm
[69] tuesday,12
[69] #chataboutbrand,#vcbuzz

Top Word Pairs in Tweet in G1:
[120] #digiblogchat,10
[69] #digiblogchat,tuesday
[52] tuesday,12
[48] 00,pm
[42] see,#digiblogchat
[40] next,week
[40] pm,pst
[37] social,media
[31] love,see
[31] join,#digiblogchat

Top Word Pairs in Tweet in G2:
[72] carol_stephen,lazblazter
[66] lazblazter,carol_stephen
[47] carol_stephen,randylyleclark
[35] next,week
[31] carol,#digiblogchat
[28] larry,#digiblogchat
[25] lazblazter,a1
[23] #digiblogchat,tuesday
[23] randy,#digiblogchat
[23] carol_stephen,#digiblogchat

Top Word Pairs in Tweet in G3:
[45] #chataboutbrand,#vcbuzz
[38] 12,pm
[36] #vcbuzz,#ppcchat
[27] #ppcchat,#usabizparty
[27] #socialcafe,9pm
[23] #digiblogchat,featuring
[23] #usabizparty,1pm
[23] 12pm,#usabizparty
[23] #chataboutbrand,12pm
[23] calendar,#chataboutbrand

Top Word Pairs in Tweet in G4:
[11] finolasloyanpr,lazblazter
[7] maricarjagger,carol_stephen
[4] adventure1photo,finolasloyanpr
[4] jvmediadesign,carol_stephen
[4] #digiblogchat,community
[4] carol_stephen,a2
[3] lazblazter,carol_stephen
[3] randy,#digiblogchat
[3] carol_stephen,#digiblogchat
[3] chat,#digiblogchat

Top Word Pairs in Tweet in G5:
[32] 12,pm
[19] #chataboutbrand,#vcbuzz
[18] #vcbuzz,#ppcchat
[17] #ppcchat,#usabizparty
[16] pm,time
[16] #hivechat,12
[16] #socialcafe,pm
[16] pm,#tradestalk
[16] #custserv,pm
[16] pm,#socialcafe

Top Word Pairs in Tweet in G7:
[3] #digiblogchat,colleagues
[3] sounds,writing
[3] colleagues,sounds
[3] writing,rewrite
[2] evergreen,ones
[2] jbecher,#digiblogchat

Top Replied-To
Top Replied-To in Entire Graph:
@carol_stephen
@lazblazter
@randylyleclark
@finolasloyanpr
@johnwlewis
@maricarjagger
@sandyconnolly
@jvmediadesign
@emapirciu
@jorgensonlocker

Top Replied-To in G1:
@randylyleclark
@finolasloyanpr
@lazblazter
@carol_stephen
@johnwlewis
@sandyconnolly
@maricarjagger
@jvmediadesign
@adventureglass
@pavelstepanov77

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

Top Replied-To in G3:
@carol_stephen
@lazblazter
@randylyleclark
@virtudeskcom
@emapirciu
@shruti12d
@maricarjagger
@jkatzaman
@sandyconnolly
@southbaysome

Top Replied-To in G4:
@carol_stephen
@lazblazter
@randylyleclark
@finolasloyanpr
@jvmediadesign
@maricarjagger
@adventure1photo
@shruti12d
@terrinakamura
@thiammeka2gogue

Top Replied-To in G5:
@carol_stephen
@lazblazter
@pavelstepanov77
@jonwesselink
@randylyleclark
@shruti12d
@southbaysome
@virtudeskcom
@johnwlewis
@tweetingtalya

Top Replied-To in G7:
@johnwlewis
@randylyleclark
@carol_stephen

Top Mentioned
Top Mentioned in Entire Graph:
@carol_stephen
@lazblazter
@randylyleclark
@virtudeskcom
@johnwlewis
@finolasloyanpr
@jvmediadesign
@pavelstepanov77
@emapirciu
@thiammeka2gogue

Top Mentioned in G1:
@carol_stephen
@lazblazter
@randylyleclark
@jvmediadesign
@johnwlewis
@thiammeka2gogue
@jkatzaman
@virtudeskcom
@finolasloyanpr
@pavelstepanov77

Top Mentioned in G2:
@carol_stephen
@lazblazter
@randylyleclark
@creativewoodvt
@finolasloyanpr
@emapirciu
@sandyconnolly
@johnwlewis
@jackieyuntweets
@jonwesselink

Top Mentioned in G3:
@carol_stephen
@lazblazter
@virtudeskcom
@pavelstepanov77
@tealfeed
@bizapalooza
@appstore
@googleplay
@socialwebcafe
@randylyleclark

Top Mentioned in G4:
@carol_stephen
@lazblazter
@finolasloyanpr
@randylyleclark
@pavelstepanov77
@jvmediadesign
@thiammeka2gogue
@lisapatb
@meetharlow
@ashleyrcummings

Top Mentioned in G5:
@carol_stephen
@lazblazter
@virtudeskcom
@madalynsklar
@jkatzaman
@tweepsmap
@virtuallya_me
@gather_town
@teammom2006
@dopauln

Top Mentioned in G6:
@castletonlee
@karlfl
@computerweekly

Top Mentioned in G7:
@jbecher
@randylyleclark

Top Mentioned in G8:
@mkapor

Top Mentioned in G9:
@morganhnichols

Top Mentioned in G10:
@wpalant

Top Tweeters
Top Tweeters in Entire Graph:
@amazonhelp
@americanair
@ucloudify
@myloc_tracker
@taevisionceo
@bbcnews
@trippbraden
@madebygoogle
@terrinakamura
@justsweetangel

Top Tweeters in G1:
@americanair
@ucloudify
@myloc_tracker
@taevisionceo
@bbcnews
@chowandchatter
@koolholio
@ucloudifyai
@taevisionapp
@google

Top Tweeters in G2:
@amazonhelp
@trippbraden
@madebygoogle
@terrinakamura
@plainwildcatfan
@melissaonline
@maricarjagger
@eatlikeagirl
@slines
@besquady

Top Tweeters in G3:
@justsweetangel
@googleplay
@growmap
@jeffsheehan
@mariatornero60
@smokie62smokie
@jkatzaman
@bizapalooza
@philippe_echez
@blondepreneur

Top Tweeters in G4:
@mdonosomuller
@codishaa
@lisapatb
@thatchristinag
@sabrinacadini
@jayacunzo
@camieee
@inkandcopy
@rosehorowitz31
@grammarly

Top Tweeters in G5:
@madalynsklar
@bridgetmwillard
@nikkifirewall
@sproutsocial
@agorapulse
@hootsuite
@s_t_cx
@zenyinger
@michaelgerrard9
@rictographs

Top Tweeters in G6:
@computerweekly
@jennylinford
@castletonlee
@karlfl

Top Tweeters in G7:
@trey_cobain
@kyleonguerrero
@jbecher

Top Tweeters in G8:
@mkapor
@melmitchell1

Top Tweeters in G9:
@actionhappiness
@morganhnichols

Top Tweeters in G10:
@hawaii
@wpalant


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