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#DigiBlogChat_2021-08-05_12-48-01.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
August 05, 2021
Short Description:
#DigiBlogChat via NodeXL https://bit.ly/3fApAJr
@al_dhalla
@carol_stephen
@jackieyuntweets
@lazblazter
@jkatzaman
@trippbraden
@maricarjagger
@finolasloyanpr
@randylyleclark
@johnwlewis

Top hashtags:
#digiblogchat
#starfishclub
#joytrain
#successtrain
#innochat

Description:
Description
The graph represents a network of 467 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 Thursday, 05 August 2021 at 19:51 UTC.

The requested start date was Wednesday, 04 August 2021 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 83-day, 4-hour, 22-minute period from Tuesday, 11 May 2021 at 14:37 UTC to Monday, 02 August 2021 at 19:00 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 : 467
Unique Edges : 819
Edges With Duplicates : 14482
Total Edges : 15301
Number of Edge Types : 5
Retweet : 2763
MentionsInRetweet : 4711
Mentions : 3478
Replies to : 2938
Tweet : 1411
Self-Loops : 1431
Reciprocated Vertex Pair Ratio : 0.212676056338028
Reciprocated Edge Ratio : 0.35075493612079
Connected Components : 9
Single-Vertex Connected Components : 7
Maximum Vertices in a Connected Component : 458
Maximum Edges in a Connected Component : 15295
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.747386
Graph Density : 0.00791280293352694
Modularity : 0.063056
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 467 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 Thursday, 05 August 2021 at 19:51 UTC.

The requested start date was Wednesday, 04 August 2021 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 83-day, 4-hour, 22-minute period from Tuesday, 11 May 2021 at 14:37 UTC to Monday, 02 August 2021 at 19:00 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:
[22] http://yoursocialmediaworks.com/how-to-join-digiblogchat-twitter-chat
[10] https://yoursocialmediaworks.com/digiblogchat-questions-for-july-20-2021
[10] https://twitter.com/Carol_Stephen/status/1394745877013532673
[8] https://yoursocialmediaworks.com/digiblogchat-questions-for-july-13-2021
[8] https://twitter.com/Carol_Stephen/status/1412507562008735744
[8] https://twitter.com/Carol_Stephen/status/1394748584508018689
[7] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fmedium.datadriveninvestor.com%2Flove-it-or-hate-it-will-work-at-home-survive-c08482c9eccb
[7] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fmedium.datadriveninvestor.com%2Fyour-professional-headshot-tells-your-story-to-the-world-74c26f8e1f5b
[7] https://yoursocialmediaworks.com/digiblogchat-questions-for-may-18-2021
[7] https://twitter.com/Carol_Stephen/status/1407440588882857986

Top URLs in Tweet in G1:
[7] https://twitter.com/Carol_Stephen/status/1407440588882857986
[6] https://medium.com/an-idea/how-to-succeed-when-theres-no-place-like-home-dc53f418a8f
[6] https://twitter.com/Carol_Stephen/status/1407429557540384770
[6] https://twitter.com/Carol_Stephen/status/1407431054214844416
[6] https://twitter.com/Carol_Stephen/status/1420113428220289024
[5] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fmedium.datadriveninvestor.com%2Flove-it-or-hate-it-will-work-at-home-survive-c08482c9eccb
[5] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fmedium.datadriveninvestor.com%2Fyour-professional-headshot-tells-your-story-to-the-world-74c26f8e1f5b
[5] https://twitter.com/Carol_Stephen/status/1407435332941803521
[5] http://yoursocialmediaworks.com/how-to-join-digiblogchat-twitter-chat
[5] https://twitter.com/Carol_Stephen/status/1394745877013532673

Top URLs in Tweet in G2:
[1] https://yoursocialmediaworks.com/digiblogchat-questions-for-june-1-2021
[1] https://twitter.com/Al_Dhalla/status/1399815986023256066
[1] https://twitter.com/i/web/status/1411000401084641289
[1] https://twitter.com/i/web/status/1396879829220298756
[1] https://twitter.com/i/web/status/1410704283402604545
[1] https://twitter.com/i/web/status/1397934757791494145
[1] https://twitter.com/i/web/status/1398339261934444546
[1] https://static.kuula.io/share/79QMS
[1] https://twitter.com/Sunwapta/status/1394109346099904512
[1] https://twitter.com/dannyderaney/status/1411470034354937856

Top URLs in Tweet in G3:
[15] http://yoursocialmediaworks.com/how-to-join-digiblogchat-twitter-chat
[7] https://yoursocialmediaworks.com/digiblogchat-questions-for-july-20-2021
[4] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fmedium.datadriveninvestor.com%2Fmeeting-in-person-may-be-more-than-a-wonderful-memory-3c726438d82
[4] https://twitter.com/Carol_Stephen/status/1394745877013532673
[4] https://yoursocialmediaworks.com/digiblogchat-questions-for-may-25-2021
[3] https://yoursocialmediaworks.com/digiblogchat-questions-for-may-18-2021
[3] https://twitter.com/Carol_Stephen/status/1409969029054226439
[3] https://twitter.com/Carol_Stephen/status/1417579137133211648
[3] https://yoursocialmediaworks.com/digiblogchat-questions-for-june-22-2021
[3] https://twitter.com/Carol_Stephen/status/1394750964674928641

Top URLs in Tweet in G4:
[5] https://yoursocialmediaworks.com/digiblogchat-questions-for-july-13-2021
[3] https://twitter.com/JackieYunTweets/status/1413545430349058052
[2] http://yoursocialmediaworks.com/how-to-join-digiblogchat-twitter-chat
[2] https://yoursocialmediaworks.com/digiblogchat-questions-for-may-18-2021
[2] https://twitter.com/hawaiimagazine/status/1414947731601199104
[1] https://twitter.com/ColfaxInsurance/status/1407433685847080960
[1] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fmedium.datadriveninvestor.com%2Ftime-management-is-all-about-no-423998e899b6
[1] https://twitter.com/Carol_Stephen/status/1399826441643061249
[1] https://twitter.com/Carol_Stephen/status/1415041032287244288
[1] https://twitter.com/i/web/status/1417584303081410560

Top URLs in Tweet in G5:
[2] https://madalynsklar.com/chatlist
[1] https://twitter.com/i/web/status/1392888116826951680

Top URLs in Tweet in G6:
[1] https://twitter.com/i/web/status/1397126557806833664

Top URLs in Tweet in G7:
[1] https://www.tribegroup.co/blog/definition-of-influencers
[1] https://iconohash.com:443/DigiBlogChat/2021-05-25
[1] https://iconohash.com:443/DigiBlogChat/2021-05-11
[1] https://iconohash.com:443/digiblogchat/2021-05-18
[1] https://twitter.com/i/web/status/1417514405105971202

Top URLs in Tweet in G8:
[1] https://twitter.com/SAMvt93/status/1399829818225704965

Top Domains
Top Domains in Tweet in Entire Graph:
[1070] twitter.com
[73] medium.com
[67] yoursocialmediaworks.com
[9] datadriveninvestor.com
[9] amazon.com
[8] tweetreach.com
[6] bridgetwillard.com
[5] achieveresultsnow.com
[5] youtube.com
[4] nodexlgraphgallery.org

Top Domains in Tweet in G1:
[742] twitter.com
[51] medium.com
[17] yoursocialmediaworks.com
[7] amazon.com
[6] datadriveninvestor.com
[5] tweetreach.com
[5] youtube.com
[3] linkedin.com
[3] achieveresultsnow.com
[3] bridgetwillard.com

Top Domains in Tweet in G2:
[12] twitter.com
[1] yoursocialmediaworks.com
[1] kuula.io

Top Domains in Tweet in G3:
[223] twitter.com
[39] yoursocialmediaworks.com
[20] medium.com
[3] tweetreach.com
[2] bridgetwillard.com
[2] livestreamingpros.com
[2] achieveresultsnow.com
[2] datadriveninvestor.com
[1] instagram.com
[1] motherearthnews.com

Top Domains in Tweet in G4:
[89] twitter.com
[10] yoursocialmediaworks.com
[2] medium.com
[1] amazon.com
[1] ama.org
[1] econsultancy.com
[1] prconsultancy.org
[1] tribegroup.co
[1] cnn.com
[1] bridgetwillard.com

Top Domains in Tweet in G5:
[2] madalynsklar.com
[1] twitter.com

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

Top Domains in Tweet in G7:
[3] iconohash.com
[1] tribegroup.co
[1] twitter.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[5849] digiblogchat
[101] starfishclub
[101] joytrain
[98] successtrain
[61] innochat
[52] softskills
[51] socialmedia
[45] marketing
[35] chataboutbrand
[31] ppcchat



Top Hashtags in Tweet in G1:
[3081] digiblogchat
[31] innochat
[23] marketing
[18] podcastingtips
[17] socialmedia
[16] satx
[12] softskills
[11] windsorvt
[11] video
[10] email

Top Hashtags in Tweet in G2:
[161] digiblogchat
[84] starfishclub
[82] joytrain
[77] successtrain
[11] tuesdayfeeling
[8] kindnessmatters
[8] thursdaythoughts
[7] mondaymorning
[7] thursdayvibes
[7] thursdaymorning

Top Hashtags in Tweet in G3:
[1947] digiblogchat
[25] innochat
[20] marketing
[17] chataboutbrand
[16] grantchat
[16] ppcchat
[16] womenintech
[16] acadv
[14] video
[12] branding

Top Hashtags in Tweet in G4:
[602] digiblogchat
[29] softskills
[23] socialmedia
[11] successtrain
[8] kindness
[8] starfishclub
[8] joytrain
[6] branding
[5] leadership
[5] innochat

Top Hashtags in Tweet in G5:
[11] digiblogchat
[10] twittersmarter
[9] bizgalz
[6] freelancechat
[6] winniesun
[4] bizapaloozachat
[3] popchat
[3] ppcchat
[1] semrushchat
[1] agencychat

Top Hashtags in Tweet in G6:
[12] twitterchat
[11] contentclubuk
[11] 1pmchat
[11] vcbuzz
[11] ppcchat
[10] chataboutbrand
[4] digiblogchat
[2] usabizparty
[2] trlt
[2] greenwichhour

Top Hashtags in Tweet in G7:
[5] digiblogchat

Top Hashtags in Tweet in G8:
[21] digiblogchat

Top Hashtags in Tweet in G9:
[16] digiblogchat
[2] birthdaymonth

Top Hashtags in Tweet in G10:
[1] digiblogchat

Top Words
Top Words in Tweet in Entire Graph:
[5839] #digiblogchat
[2637] carol_stephen
[1114] lazblazter
[529] good
[525] see
[518] jackieyuntweets
[503] finolasloyanpr
[482] johnwlewis
[448] people
[415] tuesday

Top Words in Tweet in G1:
[3078] #digiblogchat
[1491] carol_stephen
[512] lazblazter
[279] good
[251] finolasloyanpr
[230] johnwlewis
[197] people
[195] jackieyuntweets
[193] hi
[185] alyx

Top Words in Tweet in G2:
[161] #digiblogchat
[86] al_dhalla
[84] #starfishclub
[82] #joytrain
[77] #successtrain
[68] melissaonline
[52] manjurajputmsed
[45] jackieyuntweets
[45] bryantcpa
[37] lucky_budd

Top Words in Tweet in G3:
[1942] #digiblogchat
[695] carol_stephen
[455] lazblazter
[308] see
[269] tuesday
[267] pdt
[248] pm
[229] love
[227] 00
[192] johnwlewis

Top Words in Tweet in G4:
[600] #digiblogchat
[414] carol_stephen
[136] lazblazter
[98] jackieyuntweets
[86] good
[74] topic
[64] finolasloyanpr
[63] skills
[61] a1
[59] johnwlewis

Top Words in Tweet in G5:
[11] #digiblogchat
[10] fave
[10] tweet
[10] chats
[10] #twittersmarter
[10] yours
[9] madalynsklar
[9] #bizgalz
[6] #freelancechat
[6] #winniesun

Top Words in Tweet in G6:
[32] 12pm
[12] tuesday
[12] #twitterchat
[12] list
[11] #1
[11] #contentclubuk
[11] 6am
[11] #1pmchat
[11] 8am
[11] #vcbuzz

Top Words in Tweet in G7:
[5] #digiblogchat
[3] daily
[3] conversation
[3] report
[3] ready

Top Words in Tweet in G8:
[21] #digiblogchat
[7] randylyleclark
[3] jkatzaman
[3] a1
[3] today
[3] lazblazter
[3] always
[3] good
[3] a7
[2] lorraineball

Top Words in Tweet in G9:
[16] #digiblogchat
[6] happy
[5] maricarjagger
[4] reziawahidweave
[4] evening
[4] carol_stephen
[3] sharing
[3] very
[3] busy
[3] today

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[324] #digiblogchat,tuesday
[273] see,#digiblogchat
[271] 00,pm
[252] pm,pdt
[196] love,see
[189] alyx,#digiblogchat
[171] join,#digiblogchat
[135] soft,skills
[133] carol_stephen,lazblazter
[132] finolasloyanpr,carol_stephen

Top Word Pairs in Tweet in G1:
[166] alyx,#digiblogchat
[84] lazblazter,carol_stephen
[78] carol_stephen,lazblazter
[68] finolasloyanpr,carol_stephen
[64] carol_stephen,finolasloyanpr
[61] #digiblogchat,tuesday
[61] join,#digiblogchat
[58] carol_stephen,#digiblogchat
[57] carol_stephen,please
[56] johnwlewis,carol_stephen

Top Word Pairs in Tweet in G2:
[74] #joytrain,#successtrain
[70] #starfishclub,#joytrain
[61] #successtrain,#digiblogchat
[37] #digiblogchat,melissaonline
[20] melissaonline,manjurajputmsed
[14] #digiblogchat,tuesday
[13] melissaonline,bryantcpa
[13] manjurajputmsed,dondiscumaci
[12] 00,pm
[12] pm,pdt

Top Word Pairs in Tweet in G3:
[229] #digiblogchat,tuesday
[226] 00,pm
[214] pm,pdt
[196] see,#digiblogchat
[171] love,see
[76] join,#digiblogchat
[58] please,join
[54] tuesday,00
[52] 1pm,pdt
[51] pdt,4pm

Top Word Pairs in Tweet in G4:
[45] soft,skills
[29] carol_stephen,lazblazter
[27] 1pm,pdt
[25] social,media
[25] join,#digiblogchat
[22] pdt,4pm
[22] 9pm,uk
[20] carol_stephen,a1
[19] finolasloyanpr,carol_stephen
[19] carol_stephen,please

Top Word Pairs in Tweet in G5:
[10] fave,tweet
[10] tweet,chats
[10] #twittersmarter,yours
[7] madalynsklar,fave
[7] chats,#digiblogchat
[6] #digiblogchat,#freelancechat
[6] #freelancechat,#bizgalz
[6] #bizgalz,#winniesun
[6] #winniesun,#twittersmarter
[3] chats,#popchat

Top Word Pairs in Tweet in G6:
[12] tuesday,#twitterchat
[12] #twitterchat,list
[11] list,#1
[11] #1,#contentclubuk
[11] #contentclubuk,6am
[11] 6am,#1pmchat
[11] #1pmchat,8am
[11] 8am,#vcbuzz
[11] #vcbuzz,12pm
[11] 12pm,#ppcchat

Top Word Pairs in Tweet in G7:
[3] daily,conversation
[3] conversation,report
[3] report,ready
[3] ready,#digiblogchat

Top Word Pairs in Tweet in G8:
[2] randylyleclark,hey
[2] a7,know
[2] know,cohort
[2] cohort,staaaaaaci
[2] staaaaaaci,joined
[2] joined,past
[2] past,fun
[2] fun,#digiblogchat

Top Word Pairs in Tweet in G9:
[3] very,busy
[3] busy,today
[3] today,going
[3] going,weird
[3] weird,time
[3] time,here's
[3] here's,wishing
[3] wishing,friends
[3] friends,happy
[3] happy,evening

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

Top Replied-To in G1:
@carol_stephen
@lazblazter
@johnwlewis
@randylyleclark
@finolasloyanpr
@jackieyuntweets
@jvmediadesign
@mitch_m
@emapirciu
@jorgensonlocker

Top Replied-To in G2:
@carol_stephen
@randylyleclark
@manjurajputmsed
@lazblazter
@jackieyuntweets
@melcoach
@purpledcake
@manifast
@earthles
@jpretorious

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

Top Replied-To in G4:
@carol_stephen
@randylyleclark
@lazblazter
@jackieyuntweets
@finolasloyanpr
@johnwlewis
@creativewoodvt
@sandyconnolly
@jorgensonlocker
@maricarjagger

Top Replied-To in G8:
@randylyleclark
@lazblazter
@maricarjagger
@samvt93

Top Replied-To in G9:
@johnwlewis
@soniaboue

Top Replied-To in G10:
@dog_congress

Top Mentioned
Top Mentioned in Entire Graph:
@carol_stephen
@lazblazter
@jackieyuntweets
@finolasloyanpr
@johnwlewis
@maricarjagger
@jkatzaman
@colfaxinsurance
@mitch_m
@randylyleclark

Top Mentioned in G1:
@carol_stephen
@lazblazter
@finolasloyanpr
@johnwlewis
@maricarjagger
@jackieyuntweets
@creativewoodvt
@jpretorious
@jorgensonlocker
@mitch_m

Top Mentioned in G2:
@al_dhalla
@melissaonline
@manjurajputmsed
@bryantcpa
@jackieyuntweets
@lucky_budd
@madalynkathrynm
@drjessica17
@carol_stephen
@reikitree

Top Mentioned in G3:
@carol_stephen
@lazblazter
@johnwlewis
@jackieyuntweets
@jkatzaman
@finolasloyanpr
@colfaxinsurance
@mitch_m
@interprosepr
@randylyleclark

Top Mentioned in G4:
@carol_stephen
@lazblazter
@jackieyuntweets
@finolasloyanpr
@johnwlewis
@maricarjagger
@bridgetmwillard
@interprosepr
@al_dhalla
@colfaxinsurance

Top Mentioned in G5:
@madalynsklar
@colfaxinsurance
@thestevehan
@cgritmon
@robandkennedy
@twitterspaces
@nathaliegregg

Top Mentioned in G6:
@pokeyluwho
@carol_stephen

Top Mentioned in G8:
@jkatzaman
@lorraineball
@gemkoeman
@staaaaaaci
@jackieyuntweets
@lazblazter
@avidmode
@kyleplacy
@samvt93

Top Mentioned in G9:
@maricarjagger
@reziawahidweave
@carol_stephen
@arunkapur333
@gbclarkson
@jackieyuntweets
@jkatzaman
@lazblazter

Top Tweeters
Top Tweeters in Entire Graph:
@cybersec_feeds
@femtech_
@delta
@edjlazar
@mcdonalds
@diymikes
@artificialbra1n
@rockchristopher
@trippbraden
@torillo59

Top Tweeters in G1:
@cybersec_feeds
@mcdonalds
@windows
@botcybersec
@kellylmckevitt
@mondayblogs
@slackhq
@muz4now
@skype
@chelseakrost

Top Tweeters in G2:
@edjlazar
@rockchristopher
@karijoys
@gigirules7
@smoothsale
@stressfreekids
@jeanettejoy
@melissaonline
@yuliyainopinapr
@dshojinakamoto

Top Tweeters in G3:
@femtech_
@diymikes
@artificialbra1n
@trippbraden
@torillo59
@terrinakamura
@toyotaequipment
@botfemale
@danitablackwood
@carol_stephen

Top Tweeters in G4:
@delta
@twilli2861
@cocacola
@alyssaharad
@maricarjagger
@vegypower
@divasdelite
@jandis_price
@eliistender10
@hubspot

Top Tweeters in G5:
@jennykim
@madalynsklar
@prisus
@bizapalooza
@nathaliegregg
@zenyinger
@cgritmon
@danalemaster
@himanimish
@twitterspaces

Top Tweeters in G6:
@debraruh
@stella_holman
@schelleranna
@darth_na
@usabizparty
@vcbuzz
@pokeyluwho

Top Tweeters in G7:
@iconohash
@a
@dandifed
@castoshq
@ba
@raa
@rana

Top Tweeters in G8:
@kyleplacy
@lorraineball
@staaaaaaci
@avidmode
@samvt93
@gemkoeman

Top Tweeters in G9:
@southseascene
@soniaboue
@arunkapur333
@cliftonbarnhart
@bernardregan
@reziawahidweave

Top Tweeters in G10:
@thefabulousone
@dog_congress


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