#esnchat since:2021-06-23, Twitter, 6/25/2021 3:46:18 AM, 257659


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#esnchat since:2021-06-23 Twitter NodeXL SNA Map and Report for Friday, 25 June 2021 at 03:38 UTC
#esnchat since:2021-06-23 Twitter NodeXL SNA Map and Report for Friday, 25 June 2021 at 03:38 UTC
From:
marc_smith
Uploaded on:
June 25, 2021
Short Description:
#esnchat since:2021-06-23 via NodeXL https://bit.ly/2SqshoF
@rainerbartl
@ritazonius
@erich13
@esnchat
@lorilea
@hillaryboucher
@sharonatswoop
@swoopanalytics
@thecommbot
@dwg

Top hashtags:
#esnchat
#esn
#futureofwork
#digitalworkplace
#internalcomms
#ic
#hybrid

Description:
Description
The graph represents a network of 30 Twitter users whose recent tweets contained "#esnchat since:2021-06-23", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Friday, 25 June 2021 at 03:39 UTC.

The tweets in the network were tweeted over the 1-day, 6-hour, 59-minute period from Wednesday, 23 June 2021 at 15:35 UTC to Thursday, 24 June 2021 at 22:34 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 : 30
Unique Edges : 34
Edges With Duplicates : 74
Total Edges : 108
Number of Edge Types : 5
Mentions : 20
Retweet : 25
Replies to : 11
Tweet : 46
MentionsInRetweet : 6
Self-Loops : 46
Reciprocated Vertex Pair Ratio : 0.108108108108108
Reciprocated Edge Ratio : 0.195121951219512
Connected Components : 3
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 24
Maximum Edges in a Connected Component : 94
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.401993
Graph Density : 0.0471264367816092
Modularity : 0.281593
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 30 Twitter users whose recent tweets contained "#esnchat since:2021-06-23", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Friday, 25 June 2021 at 03:39 UTC.

The tweets in the network were tweeted over the 1-day, 6-hour, 59-minute period from Wednesday, 23 June 2021 at 15:35 UTC to Thursday, 24 June 2021 at 22:34 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 : TwitterSearch
Graph Term : #esnchat since:2021-06-23
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:
[7] https://twitter.com/esnchat/status/1407347022953394190
[4] https://twitter.com/ESNchat/status/1408126274632044547
[4] https://twitter.com/ESNchat/status/1408124010051866628
[4] https://www.eventbrite.com.au/e/how-to-write-a-great-post-europe-tickets-152992804597
[3] https://twitter.com/ESNchat/status/1408135334530064391
[3] https://twitter.com/ESNchat/status/1408130804727881734
[3] https://twitter.com/RitaZonius/status/1407442834219626497
[2] https://twitter.com/rainerbartl/status/1408166399592353798
[2] https://twitter.com/ESNchat/status/1408128539421863938
[2] https://wakelet.com/wake/VN65ag3JGFm_Mgen5hZyX

Top URLs in Tweet in G1:
[2] https://twitter.com/ESNchat/status/1408130804727881734
[2] https://twitter.com/RitaZonius/status/1407442834219626497
[1] https://twitter.com/ESNchat/status/1408124010051866628
[1] https://twitter.com/ESNchat/status/1408126274632044547
[1] https://wakelet.com/wake/VN65ag3JGFm_Mgen5hZyX

Top URLs in Tweet in G2:
[3] https://twitter.com/ESNchat/status/1408124010051866628
[3] https://twitter.com/ESNchat/status/1408126274632044547
[3] https://twitter.com/ESNchat/status/1408135334530064391
[2] https://twitter.com/ESNchat/status/1408128539421863938
[2] https://twitter.com/rainerbartl/status/1408166399592353798
[1] https://twitter.com/esnchat/status/1407347022953394190
[1] https://twitter.com/ESNchat/status/1408130804727881734
[1] https://twitter.com/rainerbartl/status/1408129810833055748
[1] https://twitter.com/rainerbartl/status/1408082856618901515
[1] https://twitter.com/ESNchat/status/1408133069349875712

Top URLs in Tweet in G3:
[6] https://twitter.com/esnchat/status/1407347022953394190
[1] https://twitter.com/RitaZonius/status/1407442834219626497

Top URLs in Tweet in G4:
[4] https://www.eventbrite.com.au/e/how-to-write-a-great-post-europe-tickets-152992804597

Top URLs in Tweet in G5:
[1] http://www.pewinternet.org/2014/02/20/mapping-twitter-topic-networks-from-polarized-crowds-to-community-clusters/

Top URLs in Tweet in G6:
[1] https://wakelet.com/wake/VN65ag3JGFm_Mgen5hZyX

Top Domains
Top Domains in Tweet in Entire Graph:
[31] twitter.com
[4] com.au
[2] wakelet.com
[1] pewinternet.org

Top Domains in Tweet in G1:
[6] twitter.com
[1] wakelet.com

Top Domains in Tweet in G2:
[18] twitter.com

Top Domains in Tweet in G3:
[7] twitter.com

Top Domains in Tweet in G4:
[4] com.au

Top Domains in Tweet in G5:
[1] pewinternet.org

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[90] esnchat
[23] esn
[8] futureofwork
[7] digitalworkplace
[7] internalcomms
[7] ic
[4] hybrid
[4] cmgr
[4] microsoft
[4] yammer



Top Hashtags in Tweet in G1:
[39] esnchat
[6] esn
[3] esns
[2] wol
[1] community
[1] wakelet
[1] socm2021
[1] tweetchat

Top Hashtags in Tweet in G2:
[34] esnchat
[12] esn
[4] hybrid
[2] futureofwork
[1] community
[1] digitalworkplace
[1] internalcomms
[1] ic
[1] km
[1] kmer

Top Hashtags in Tweet in G3:
[7] esnchat
[6] digitalworkplace
[6] futureofwork
[6] internalcomms
[6] ic

Top Hashtags in Tweet in G4:
[4] microsoft
[4] esnchat
[4] esn
[4] yammer
[2] nestle
[2] collaboration

Top Hashtags in Tweet in G5:
[5] esnchat
[3] cmgr
[3] gobears
[3] aws
[3] gcp
[3] sre
[3] devops
[1] nodexl
[1] tweetchat

Top Hashtags in Tweet in G6:
[1] esnchat
[1] communitymanagement
[1] communitymanager
[1] cmgr
[1] esn

Top Words
Top Words in Tweet in Entire Graph:
[90] #esnchat
[26] work
[25] office
[23] #esn
[19] home
[16] need
[16] working
[14] great
[12] hybrid
[11] think

Top Words in Tweet in G1:
[39] #esnchat
[8] working
[8] home
[8] office
[7] great
[7] hybrid
[6] work
[6] #esn
[5] person
[5] going

Top Words in Tweet in G2:
[34] #esnchat
[14] work
[12] #esn
[11] office
[9] need
[8] working
[7] more
[7] a2
[6] time
[6] a1

Top Words in Tweet in G3:
[7] #esnchat
[6] need
[6] come
[6] office
[6] anymore
[6] org
[6] putting
[6] place
[6] policies
[6] systems

Top Words in Tweet in G4:
[4] learn
[4] secret
[4] writing
[4] great
[4] yammer
[4] workplacefromfb
[4] register
[4] #microsoft
[4] #esnchat
[4] #esn

Top Words in Tweet in G5:
[5] #esnchat
[4] social
[4] twitter
[3] hello
[3] urban
[3] edutaining
[3] longboarding
[3] juggling
[3] #cmgr
[3] media

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[9] come,office
[7] need,come
[7] office,anymore
[7] anymore,org
[7] org,putting
[7] putting,place
[7] place,policies
[7] policies,systems
[7] systems,processes
[7] processes,enable

Top Word Pairs in Tweet in G1:
[3] working,home
[3] working,heading
[3] heading,#esn
[3] #esn,factor
[3] factor,org's
[3] org's,future
[3] future,workstyle
[3] workstyle,let's
[3] let's,talk
[3] talk,#esnchat

Top Word Pairs in Tweet in G2:
[4] need,trust
[3] come,office
[3] working,home
[3] always,open
[3] good,thing
[2] thanks,joining
[2] help,people
[2] away,feeling
[2] feeling,distance
[2] work,models

Top Word Pairs in Tweet in G3:
[6] need,come
[6] come,office
[6] office,anymore
[6] anymore,org
[6] org,putting
[6] putting,place
[6] place,policies
[6] policies,systems
[6] systems,processes
[6] processes,enable

Top Word Pairs in Tweet in G4:
[4] learn,secret
[4] secret,writing
[4] great,yammer
[4] yammer,workplacefromfb
[4] #esnchat,#esn
[2] late,learn
[2] writing,great
[2] workplacefromfb,join
[2] join,swoopanalytics'
[2] swoopanalytics',caikjaer

Top Word Pairs in Tweet in G5:
[3] hello,#esnchat
[3] #esnchat,urban
[3] urban,edutaining
[3] edutaining,longboarding
[3] longboarding,juggling
[3] juggling,#cmgr
[3] #cmgr,social
[3] social,media
[3] media,coach
[3] coach,browser

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@yammer
@workplacefromfb
@rainerbartl
@lorilea
@wakelet
@dennis_pearce
@swoopanalytics
@caikjaer
@danielmezick
@in2success_de

Top Mentioned in G1:
@lorilea
@ritazonius
@rainerbartl
@dennis_pearce
@esnchat
@jimstorer

Top Mentioned in G2:
@wakelet
@rainerbartl
@dennis_pearce
@lorilea
@in2success_de
@danielmezick

Top Mentioned in G4:
@yammer
@workplacefromfb
@swoopanalytics
@caikjaer

Top Mentioned in G5:
@nodexl

Top Tweeters
Top Tweeters in Entire Graph:
@pythonexpertbot
@erich13
@hillaryboucher
@wakelet
@kkruse
@jimstorer
@danielmezick
@yammer
@noahsparks
@dwg

Top Tweeters in G1:
@hillaryboucher
@jimstorer
@noahsparks
@dwg
@esnchat
@lorilea
@kelly97127984
@dennis_pearce

Top Tweeters in G2:
@wakelet
@kkruse
@danielmezick
@rainerbartl
@tracymaurer
@in2success_de

Top Tweeters in G3:
@sorokti
@ritazonius
@talentedlearn
@johnleh
@joellegirton
@cmgrchi

Top Tweeters in G4:
@yammer
@workplacefromfb
@swoopanalytics
@caikjaer
@sharonatswoop

Top Tweeters in G5:
@pythonexpertbot
@erich13
@thecommbot
@nodexl

Top Tweeters in G6:
@techstrasolns


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