#DigiBlogChat, Twitter, 2/3/2022 12:40:53 AM, 271198


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#DigiBlogChat_2022-02-02_12-48-02.xlsx
#DigiBlogChat_2022-02-02_12-48-02.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 03, 2022
Short Description:
#DigiBlogChat via NodeXL https://bit.ly/3sfDer9
@carol_stephen
@maricarjagger
@lazblazter
@jkatzaman
@adventureglass
@johnwlewis
@jackieyuntweets
@trippbraden
@thiammeka2gogue
@bizapalooza

Top hashtags:
#digiblogchat
#chataboutbrand
#usabizparty
#givingtuesday

Description:
Description
The graph represents a network of 331 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, 02 February 2022 at 20:51 UTC.

The requested start date was Wednesday, 02 February 2022 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 106-day, 12-hour, 55-minute period from Monday, 18 October 2021 at 10:05 UTC to Tuesday, 01 February 2022 at 23:00 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 : 331
Unique Edges : 468
Edges With Duplicates : 13080
Total Edges : 13548
Number of Edge Types : 5
Retweet : 2258
MentionsInRetweet : 3115
Mentions : 3266
Replies to : 3286
Tweet : 1623
Self-Loops : 1642
Reciprocated Vertex Pair Ratio : 0.272631578947368
Reciprocated Edge Ratio : 0.428453267162945
Connected Components : 8
Single-Vertex Connected Components : 5
Maximum Vertices in a Connected Component : 322
Maximum Edges in a Connected Component : 13527
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.563567
Graph Density : 0.0110683878055479
Modularity : 0.039913
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 331 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, 02 February 2022 at 20:51 UTC.

The requested start date was Wednesday, 02 February 2022 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 106-day, 12-hour, 55-minute period from Monday, 18 October 2021 at 10:05 UTC to Tuesday, 01 February 2022 at 23:00 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:
[31] http://yoursocialmediaworks.com/how-to-join-digiblogchat-twitter-chat
[16] https://tealfeed.com/become-power-searcher-thanks-few-simpletips-fjqqn
[12] https://tealfeed.com/people-work-best-when-feel-engaged-o54aa
[10] https://tealfeed.com/strong-businesses-know-use-good-data-k3fl1
[10] https://tealfeed.com/blogging-fun-makes-mind-blown-splash-hjeq3
[10] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fmedium.datadriveninvestor.com%2Fgood-security-protects-us-from-ourselves-2cc92fabbfe1
[9] https://twitter.com/Carol_Stephen/status/1460718717688369154
[8] https://twitter.com/Carol_Stephen/status/1460721268538281986
[8] https://twitter.com/Carol_Stephen/status/1460715966883504129
[8] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fmedium.datadriveninvestor.com%2Fstrong-businesses-know-how-to-use-a-good-data-strategy-945bbafd298a

Top URLs in Tweet in G1:
[16] http://yoursocialmediaworks.com/how-to-join-digiblogchat-twitter-chat
[12] https://tealfeed.com/become-power-searcher-thanks-few-simpletips-fjqqn
[8] https://tealfeed.com/blogging-fun-makes-mind-blown-splash-hjeq3
[8] https://tealfeed.com/people-work-best-when-feel-engaged-o54aa
[8] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fmedium.datadriveninvestor.com%2Fgood-security-protects-us-from-ourselves-2cc92fabbfe1
[6] https://tealfeed.com/strong-businesses-know-use-good-data-k3fl1
[5] https://medium.com/an-idea/step-right-up-to-help-those-in-need-all-around-you-ef810c4958c9
[5] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fmedium.datadriveninvestor.com%2Fnonprofits-benefit-from-everyones-donations-of-time-and-money-48d7fdb08fec
[4] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fmedium.datadriveninvestor.com%2Fhappy-customers-make-your-business-a-success-3d58e34e9827
[4] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fmedium.datadriveninvestor.com%2Fsocial-audio-gives-everyone-a-chance-to-speak-around-the-world-b42ee6c6f9a8

Top URLs in Tweet in G2:
[3] https://twitter.com/Carol_Stephen/status/1488619755648942083
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264534
[2] https://twitter.com/Carol_Stephen/status/1460715966883504129
[2] https://twitter.com/Carol_Stephen/status/1460717338601222146
[2] https://twitter.com/Carol_Stephen/status/1460718717688369154
[2] https://twitter.com/Carol_Stephen/status/1460720131823136772
[2] https://twitter.com/Carol_Stephen/status/1460721268538281986
[2] https://twitter.com/Carol_Stephen/status/1460722636531462148
[2] https://twitter.com/Carol_Stephen/status/1463252628859543553
[2] https://twitter.com/Carol_Stephen/status/1463253977517027336

Top URLs in Tweet in G3:
[5] http://yoursocialmediaworks.com/how-to-join-digiblogchat-twitter-chat
[4] https://twitter.com/Carol_Stephen/status/1450555558654726146
[4] https://twitter.com/Carol_Stephen/status/1473406090637307906
[3] https://twitter.com/Carol_Stephen/status/1488622183295320066
[3] https://twitter.com/Carol_Stephen/status/1450557964478140420
[3] https://twitter.com/Carol_Stephen/status/1458179185319419904
[3] https://twitter.com/Carol_Stephen/status/1460721268538281986
[3] https://twitter.com/Carol_Stephen/status/1463263158684901379
[3] https://twitter.com/Carol_Stephen/status/1465789218421035010
[3] https://twitter.com/JKatzaman/status/1465790577061027850

Top URLs in Tweet in G4:
[4] http://yoursocialmediaworks.com/how-to-join-digiblogchat-twitter-chat
[3] https://twitter.com/Carol_Stephen/status/1450561346525745154
[2] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fmedium.datadriveninvestor.com%2Fstrong-businesses-know-how-to-use-a-good-data-strategy-945bbafd298a
[2] https://tealfeed.com/people-work-best-when-feel-engaged-o54aa
[2] https://tealfeed.com/strong-businesses-know-use-good-data-k3fl1
[2] https://medium.datadriveninvestor.com/e-learning-helps-students-who-are-able-to-take-advantage-67b1939af60e
[2] https://medium.datadriveninvestor.com/strong-businesses-know-how-to-use-a-good-data-strategy-945bbafd298a
[2] https://randyclarkleadership.com/2020/08/31/how-i-stopped-putting-off-what-i-wanted-to-do/
[2] https://tealfeed.com/become-power-searcher-thanks-few-simpletips-fjqqn
[1] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fmedium.datadriveninvestor.com%2Faudience-engagement-sets-off-sparks-all-the-time-in-real-time-d8f817240e86

Top URLs in Tweet in G5:
[4] http://yoursocialmediaworks.com/how-to-join-digiblogchat-twitter-chat
[2] http://paulgraham.com/ds.html
[2] https://tweepsmap.com/
[2] https://twitter.com/carol_stephen/status/1463252628859543553
[2] https://tweepsmap.com/hashtag/2B75553B9D6363
[2] https://twitter.com/carol_stephen/status/1481021251791450112
[2] https://randyclarkleadership.com/2018/11/13/what-is-the-return-on-investment-of-fun-in-the-workplace/
[2] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fmedium.datadriveninvestor.com%2Fgood-security-protects-us-from-ourselves-2cc92fabbfe1
[2] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fmedium.datadriveninvestor.com%2Fblogging-for-fun-makes-a-mind-blown-splash-on-instagram-5c6fec482435
[1] https://twitter.com/RandyLyleClark/status/1450563887573700608

Top URLs in Tweet in G6:
[1] https://yoursocialmediaworks.com/digiblogchat-december-14-2021-holiday-recipes

Top URLs in Tweet in G7:
[2] https://yoursocialmediaworks.com/digiblogchat-december-14-2021-holiday-recipes

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/1430011455764578310

Top Domains
Top Domains in Tweet in Entire Graph:
[915] twitter.com
[90] medium.com
[61] yoursocialmediaworks.com
[58] tealfeed.com
[32] randyclarkleadership.com
[16] datadriveninvestor.com
[8] amazon.com
[8] tweepsmap.com
[6] youtube.com
[5] nodexlgraphgallery.org

Top Domains in Tweet in G1:
[188] twitter.com
[72] medium.com
[44] tealfeed.com
[36] yoursocialmediaworks.com
[10] datadriveninvestor.com
[6] randyclarkleadership.com
[3] warrenlainenaida.net
[2] homelessgardenproject.org
[2] globalgiving.org
[2] samaritanspurse.org

Top Domains in Tweet in G2:
[160] twitter.com
[3] nodexlgraphgallery.org
[2] stand4socks.com
[2] yoursocialmediaworks.com
[2] medium.com
[2] randyclarkleadership.com
[2] tealfeed.com
[1] linkedin.com
[1] etsy.com
[1] madalynsklar.com

Top Domains in Tweet in G3:
[379] twitter.com
[15] randyclarkleadership.com
[7] yoursocialmediaworks.com
[6] amazon.com
[3] youtube.com
[3] schoollockers.com
[2] medium.com
[2] pexels.com
[2] unsplash.com
[2] wikipedia.org

Top Domains in Tweet in G4:
[121] twitter.com
[7] medium.com
[7] tealfeed.com
[5] datadriveninvestor.com
[5] yoursocialmediaworks.com
[3] randyclarkleadership.com
[1] stitchdata.com
[1] movember.com
[1] youtube.com
[1] nodexlgraphgallery.org

Top Domains in Tweet in G5:
[66] twitter.com
[8] yoursocialmediaworks.com
[7] medium.com
[6] randyclarkleadership.com
[5] tweepsmap.com
[4] tealfeed.com
[2] paulgraham.com
[1] improvado.io
[1] councilofnonprofits.org
[1] com.au

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

Top Domains in Tweet in G7:
[2] yoursocialmediaworks.com

Top Domains in Tweet in G8:
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[6288] digiblogchat
[137] chataboutbrand
[98] usabizparty
[87] givingtuesday
[71] innochat
[70] smtlive
[57] vcbuzz
[52] marketing
[43] cmworld
[37] ppcchat



Top Hashtags in Tweet in G1:
[2255] digiblogchat
[57] givingtuesday
[47] marketing
[22] innochat
[17] mondayblogs
[14] shoutouts
[10] leadership
[10] cybersecurity
[4] smalldata
[4] futureofwork

Top Hashtags in Tweet in G2:
[789] digiblogchat
[118] chataboutbrand
[91] usabizparty
[69] smtlive
[44] vcbuzz
[43] cmworld
[34] soulnestingchat
[30] twitterchats
[27] socialcafe
[26] thecommunitychat

Top Hashtags in Tweet in G3:
[1802] digiblogchat
[26] innochat
[8] givingtuesday
[4] flashfiction
[4] scifi
[4] arizona
[3] iot
[3] windsorvt
[2] nightynightsleeptight
[2] digital_literacy

Top Hashtags in Tweet in G4:
[601] digiblogchat
[6] mondayblogs
[6] shoutouts
[6] givingtuesday
[5] innochat
[4] iot
[4] ai
[3] metaverse
[2] digitalliteracy
[2] digital_literacy

Top Hashtags in Tweet in G5:
[835] digiblogchat
[14] givingtuesday
[8] innochat
[6] play
[5] perception
[4] flowerreport
[3] data
[3] gratitude
[3] fun
[3] work

Top Hashtags in Tweet in G6:
[1] digiblogchat

Top Hashtags in Tweet in G7:
[2] digiblogchat

Top Hashtags in Tweet in G8:
[16] chataboutbrand
[16] grantchat
[16] ppcchat
[13] collabhour
[13] vcbuzz
[4] usabizparty
[3] digiblogchat
[1] soulnestingchat
[1] daretobe
[1] custserv

Top Words
Top Words in Tweet in Entire Graph:
[6286] #digiblogchat
[2938] carol_stephen
[1042] lazblazter
[585] randylyleclark
[532] see
[516] maricarjagger
[511] tuesday
[485] adventureglass
[452] good
[449] pst

Top Words in Tweet in G1:
[2255] #digiblogchat
[513] carol_stephen
[408] lazblazter
[318] see
[261] tuesday
[248] pm
[234] 00
[227] love
[207] randylyleclark
[204] pst

Top Words in Tweet in G2:
[789] #digiblogchat
[479] carol_stephen
[197] 9am
[165] pst
[160] alyx
[124] tuesday
[118] #chataboutbrand
[91] #usabizparty
[87] pt
[85] lazblazter

Top Words in Tweet in G3:
[1801] #digiblogchat
[871] carol_stephen
[276] lazblazter
[181] maricarjagger
[169] adventureglass
[156] randylyleclark
[152] hi
[118] time
[110] finolasloyanpr
[106] johnwlewis

Top Words in Tweet in G4:
[600] #digiblogchat
[421] carol_stephen
[80] lazblazter
[76] topic
[66] jackieyuntweets
[63] good
[61] johnwlewis
[60] join
[58] adventureglass
[50] please

Top Words in Tweet in G5:
[835] #digiblogchat
[654] carol_stephen
[193] lazblazter
[109] randylyleclark
[100] maricarjagger
[90] a1
[84] johnwlewis
[79] topic
[78] good
[76] jkatzaman

Top Words in Tweet in G7:
[2] #digiblogchat
[2] december
[2] 14
[2] 2021
[2] holiday
[2] recipes

Top Words in Tweet in G8:
[16] tuesday
[16] twitter
[16] chats
[16] 12pm
[16] #chataboutbrand
[16] #grantchat
[16] #ppcchat
[16] 1pm
[14] teammom2006
[13] 9am

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[341] #digiblogchat,tuesday
[270] 00,pm
[241] see,#digiblogchat
[206] pm,pst
[188] love,see
[186] join,#digiblogchat
[160] carol_stephen,lazblazter
[154] alyx,#digiblogchat
[149] adventureglass,carol_stephen
[139] tuesday,11

Top Word Pairs in Tweet in G1:
[231] 00,pm
[230] #digiblogchat,tuesday
[194] see,#digiblogchat
[178] love,see
[168] pm,pst
[101] tuesday,11
[93] #digiblogchat,featuring
[76] join,#digiblogchat
[49] until,#digiblogchat
[47] pm,pdt

Top Word Pairs in Tweet in G2:
[137] alyx,#digiblogchat
[99] 9am,pst
[74] #chataboutbrand,9am
[49] #smtlive,9am
[41] #cmworld,9am
[41] 12,pm
[38] twitter,chats
[36] #chataboutbrand,12pm
[33] tuesday,twitter
[33] #usabizparty,10

Top Word Pairs in Tweet in G3:
[71] adventureglass,carol_stephen
[58] maricarjagger,carol_stephen
[56] carol_stephen,lazblazter
[45] lazblazter,carol_stephen
[36] carol,#digiblogchat
[35] finolasloyanpr,carol_stephen
[31] lol,#digiblogchat
[31] randylyleclark,hi
[30] carol_stephen,hi
[28] see,#digiblogchat

Top Word Pairs in Tweet in G4:
[41] carol_stephen,please
[37] join,#digiblogchat
[37] #digiblogchat,tuesday
[32] please,join
[28] lazblazter,topic
[27] 1pm,pst
[27] pst,4pm
[19] 4pm,9pm
[19] 9pm,uk
[18] carol_stephen,#digiblogchat

Top Word Pairs in Tweet in G5:
[39] carol_stephen,lazblazter
[36] #digiblogchat,tuesday
[32] carol_stephen,a1
[31] join,#digiblogchat
[30] carol_stephen,please
[27] 1pm,pst
[27] pst,4pm
[26] carol_stephen,jkatzaman
[26] finolasloyanpr,carol_stephen
[26] please,join

Top Word Pairs in Tweet in G7:
[2] #digiblogchat,december
[2] december,14
[2] 14,2021
[2] 2021,holiday
[2] holiday,recipes

Top Word Pairs in Tweet in G8:
[16] tuesday,twitter
[16] twitter,chats
[16] 12pm,#chataboutbrand
[16] #chataboutbrand,#grantchat
[16] #grantchat,#ppcchat
[14] teammom2006,tuesday
[13] chats,9am
[13] 9am,#collabhour
[13] #collabhour,12pm
[13] #ppcchat,#vcbuzz

Top Replied-To
Top Replied-To in Entire Graph:
@carol_stephen
@randylyleclark
@adventureglass
@lazblazter
@maricarjagger
@johnwlewis
@jackieyuntweets
@finolasloyanpr
@jkatzaman
@jorgensonlocker

Top Replied-To in G1:
@randylyleclark
@adventureglass
@maricarjagger
@johnwlewis
@carol_stephen
@lazblazter
@jackieyuntweets
@finolasloyanpr
@creativewoodvt
@jkatzaman

Top Replied-To in G2:
@carol_stephen
@jackieyuntweets
@randylyleclark
@adventureglass
@lazblazter
@mitch_m
@jorgensonlocker
@johnwlewis
@creativewoodvt
@reziawahidweave

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

Top Replied-To in G4:
@carol_stephen
@adventureglass
@johnwlewis
@jackieyuntweets
@randylyleclark
@finolasloyanpr
@jkatzaman
@warrenlnaida
@creativewoodvt
@maricarjagger

Top Replied-To in G5:
@carol_stephen
@lazblazter
@randylyleclark
@johnwlewis
@maricarjagger
@jorgensonlocker
@jkatzaman
@finolasloyanpr
@mitch_m
@reziawahidweave

Top Mentioned
Top Mentioned in Entire Graph:
@carol_stephen
@lazblazter
@maricarjagger
@randylyleclark
@jkatzaman
@jackieyuntweets
@johnwlewis
@adventureglass
@finolasloyanpr
@jorgensonlocker

Top Mentioned in G1:
@carol_stephen
@lazblazter
@jkatzaman
@randylyleclark
@maricarjagger
@adventureglass
@jackieyuntweets
@warrenlnaida
@johnwlewis
@dd_invest

Top Mentioned in G2:
@carol_stephen
@lazblazter
@randylyleclark
@jackieyuntweets
@johnwlewis
@colfaxinsurance
@jorgensonlocker
@maricarjagger
@jkatzaman
@creativewoodvt

Top Mentioned in G3:
@carol_stephen
@lazblazter
@maricarjagger
@adventureglass
@finolasloyanpr
@johnwlewis
@randylyleclark
@jackieyuntweets
@jorgensonlocker
@emapirciu

Top Mentioned in G4:
@carol_stephen
@lazblazter
@jackieyuntweets
@jkatzaman
@johnwlewis
@adventureglass
@randylyleclark
@maricarjagger
@finolasloyanpr
@jorgensonlocker

Top Mentioned in G5:
@carol_stephen
@lazblazter
@maricarjagger
@randylyleclark
@jackieyuntweets
@jkatzaman
@johnwlewis
@finolasloyanpr
@jorgensonlocker
@adventureglass

Top Mentioned in G7:
@artinchocolate

Top Mentioned in G8:
@teammom2006

Top Tweeters
Top Tweeters in Entire Graph:
@tesco
@cybersec_feeds
@alhanda
@remindme_ofthis
@cipherequality
@edjlazar
@newindianxpress
@botcybersec
@rockchristopher
@emperatriz1827

Top Tweeters in G1:
@cybersec_feeds
@alhanda
@remindme_ofthis
@cipherequality
@edjlazar
@botcybersec
@trippbraden
@procm2
@kellylmckevitt
@toyotaequipment

Top Tweeters in G2:
@tesco
@newindianxpress
@rockchristopher
@ft
@madalynsklar
@japantimes
@maricarjagger
@missshuganah
@nytimesarts
@mimbsphotograph

Top Tweeters in G3:
@twilli2861
@aerlingus
@guykawasaki
@mitch_m
@slines
@canva
@sephora
@southseascene
@randylyleclark
@kboher

Top Tweeters in G4:
@emperatriz1827
@education_24x7
@windows
@mondayblogs
@virginatlantic
@dshojinakamoto
@danitablackwood
@google
@drahmadbazzi
@hootsuite

Top Tweeters in G5:
@myloc_tracker
@terrinakamura
@ucloudify
@alyssaharad
@evelittlepage
@dtnetiquette
@grahamwitch1
@jgombita
@heniereisinger
@smokie62smokie

Top Tweeters in G6:
@a
@ca
@warrena
@dandelionjam
@warrenla

Top Tweeters in G7:
@nicolayeager
@artinchocolate

Top Tweeters in G8:
@joanncorley
@teammom2006


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