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#esnchat_2020-03-31_05-55-21.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
March 31, 2020
Short Description:
#esnchat via NodeXL https://bit.ly/2UwsbtV
@srjf
@dhinchcliffe
@ritazonius
@noahsparks
@selenagovier
@johnleh
@dennis_pearce
@sorokti
@kkruse
@esnchat

Top hashtags:
#esnchat
#esn
#cmgr
#ldinsight
#hrpubquiz
#wol
#esns
#suddenlyremote
#remotework
#yammer

Description:
Description
The graph represents a network of 151 Twitter users whose tweets in the requested range contained "#esnchat", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 31 March 2020 at 12:55 UTC.

The requested start date was Tuesday, 31 March 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 12-day, 11-hour, 36-minute period from Tuesday, 17 March 2020 at 18:51 UTC to Monday, 30 March 2020 at 06:28 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 : 151
Unique Edges : 211
Edges With Duplicates : 238
Total Edges : 449
Number of Edge Types : 4
Replies to : 24
Mentions : 210
MentionsInRetweet : 150
Tweet : 65
Self-Loops : 65
Reciprocated Vertex Pair Ratio : 0.0702479338842975
Reciprocated Edge Ratio : 0.131274131274131
Connected Components : 2
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 150
Maximum Edges in a Connected Component : 448
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.77321
Graph Density : 0.0114348785871965
Modularity : 0.376296
NodeXL Version : 1.0.1.428
Data Import : The graph represents a network of 151 Twitter users whose tweets in the requested range contained "#esnchat", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 31 March 2020 at 12:55 UTC.

The requested start date was Tuesday, 31 March 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 12-day, 11-hour, 36-minute period from Tuesday, 17 March 2020 at 18:51 UTC to Monday, 30 March 2020 at 06:28 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 : #esnchat
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:
[4] https://wakelet.com/wake/d8fd897d-1847-4ccc-9abc-349ed568b45b
[2] https://www.linkedin.com/pulse/information-foraging-dennis-pearce/
[2] https://twitter.com/ESNchat/status/1243248855652630533
[2] https://wakelet.com/wake/2b00e1a3-74a6-4b02-8d59-ada1201ce4cd
[2] https://wakelet.com/wake/c478e534-2df0-425d-a17b-00dad910b8e5
[1] https://books.google.co.uk/books?id=O-Q9QbAveh4C&printsec=frontcover
[1] https://wakelet.com/@SimonFogg6032
[1] http://srjf.blogspot.com/2017/12/communicating-and-working-out-loud-wol.html
[1] https://www.gapingvoid.com/blog/2020/03/25/leadership-in-the-time-of-coronavirus/
[1] https://slackhq.com/gartner-cio-coronavirus-collaboration-software

Top URLs in Tweet in G1:
[2] https://wakelet.com/wake/2b00e1a3-74a6-4b02-8d59-ada1201ce4cd
[1] https://books.google.co.uk/books?id=O-Q9QbAveh4C&printsec=frontcover
[1] https://wakelet.com/wake/cd8d133c-261c-4fcf-93e3-d229a93bbb31
[1] https://wakelet.com/wake/c478e534-2df0-425d-a17b-00dad910b8e5
[1] https://twitter.com/LnDConnect/status/1240911202072461312
[1] http://srjf.blogspot.com/2019/10/my-definition-of-community.html
[1] https://community.jivesoftware.com/videos/12131
[1] https://twitter.com/srjf/status/1240787305402679301
[1] https://slackhq.com/march-2020-update
[1] https://slackhq.com/gartner-cio-coronavirus-collaboration-software

Top URLs in Tweet in G2:
[1] https://wakelet.com/wake/c478e534-2df0-425d-a17b-00dad910b8e5
[1] https://twitter.com/ESNchat/status/1238168630329630722

Top URLs in Tweet in G3:
[3] https://wakelet.com/wake/d8fd897d-1847-4ccc-9abc-349ed568b45b
[2] https://www.linkedin.com/pulse/information-foraging-dennis-pearce/
[2] https://twitter.com/ESNchat/status/1243248855652630533
[1] https://www.linkedin.com/pulse/coronavirus-organizational-virus-just-human-one-dennis-pearce/
[1] https://twitter.com/ESNchat/status/1243228723631046663
[1] https://twitter.com/ESNchat/status/1243237531241545734
[1] https://twitter.com/ESNchat/status/1243239796031524864
[1] https://twitter.com/Dennis_Pearce/status/1243240115566239745
[1] https://twitter.com/ESNchat/status/1243242060578091008
[1] https://twitter.com/ESNchat/status/1243244325670019072

Top URLs in Tweet in G4:
[1] https://diginomica.com/remote-work-enterprise-scale-overcoming-productivity-obstacles
[1] https://twitter.com/jonerp/status/1242135928681922565
[1] https://wakelet.com/wake/d8fd897d-1847-4ccc-9abc-349ed568b45b

Top URLs in Tweet in G5:
[1] https://twitter.com/sbrownehr/status/1242078560891867136

Top URLs in Tweet in G6:
[1] https://twitter.com/rhappe/status/1240679215986618368

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[130] esnchat
[62] esn
[33] cmgr
[18] ldinsight
[12] hrpubquiz
[11] wol
[7] esns
[7] suddenlyremote
[6] remotework
[6] yammer



Top Hashtags in Tweet in G1:
[23] esnchat
[18] cmgr
[17] esn
[16] ldinsight
[10] wol
[3] e20dwd
[3] e20
[3] socbiz
[2] suddenlyremote
[2] showyourwork

Top Hashtags in Tweet in G2:
[10] esn
[7] cmgr
[6] esnchat
[4] suddenlyremote
[3] remotework
[1] e20dwd
[1] ciochat
[1] futureofwork
[1] e20
[1] socbiz

Top Hashtags in Tweet in G3:
[86] esnchat
[29] esn
[6] cmgr
[6] yammer
[5] esns
[2] savethedate
[2] thankyou
[2] search
[2] workfromhome
[1] wakelet

Top Hashtags in Tweet in G4:
[6] esnchat
[3] wakelet
[2] remotework
[1] crowdsourcing
[1] socialbiz
[1] cmgr
[1] futureofwork
[1] collaboration
[1] esns
[1] esn

Top Hashtags in Tweet in G5:
[11] hrpubquiz
[2] hrcommunity
[2] hrhour
[2] ldinsight
[2] esnchat
[1] globalhr

Top Hashtags in Tweet in G6:
[6] esnchat
[5] esn
[1] esns
[1] cmgr

Top Hashtags in Tweet in G7:
[1] esnchat

Top Words
Top Words in Tweet in Entire Graph:
[168] Words in Sentiment List#1: Positive
[25] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[4836] Non-categorized Words
[5029] Total Words
[130] #esnchat
[62] #esn
[34] people
[33] #cmgr
[32] dennis_pearce

Top Words in Tweet in G1:
[23] #esnchat
[18] #cmgr
[17] #esn
[16] #ldinsight
[14] community
[10] #wol
[7] workplacefromfb
[7] slackhq
[6] dhinchcliffe
[6] online

Top Words in Tweet in G2:
[10] #esn
[9] dhinchcliffe
[7] srjf
[7] geebaxter
[7] #cmgr
[6] #esnchat
[6] take
[6] truly
[6] golden
[6] moment

Top Words in Tweet in G3:
[86] #esnchat
[29] #esn
[27] people
[24] dennis_pearce
[23] information
[22] content
[18] find
[16] looking
[15] esnchat
[15] foraging

Top Words in Tweet in G4:
[6] #esnchat
[4] kkruse
[4] crowdsourcing
[4] employees
[3] types
[3] remote
[3] work
[3] bjoern_n
[3] iconohash
[3] simondueckert

Top Words in Tweet in G5:
[11] #hrpubquiz
[9] selenagovier
[9] hope
[9] ve
[9] remembered
[9] saturday
[9] shouldn
[9] working
[9] getting
[9] ready

Top Words in Tweet in G6:
[8] dennis_pearce
[6] #esnchat
[5] more
[5] #esn
[5] people
[5] follow
[3] context
[3] thecr
[2] lorilea
[2] a2

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[13] information,foraging
[11] #esn,#cmgr
[10] #ldinsight,#esnchat
[9] #esn,#esnchat
[9] hope,ve
[9] ve,remembered
[9] remembered,saturday
[9] saturday,shouldn
[9] shouldn,working
[9] working,getting

Top Word Pairs in Tweet in G1:
[10] #esn,#cmgr
[8] #esnchat,#cmgr
[8] #ldinsight,#esnchat
[8] #esnchat,#esn
[6] #esn,#esnchat
[5] #cmgr,#wol
[4] march,2020
[3] #esnchat,#ldinsight
[3] #e20dwd,#e20
[3] #e20,#socbiz

Top Word Pairs in Tweet in G2:
[6] geebaxter,take
[6] take,truly
[6] truly,golden
[6] golden,moment
[6] moment,#cmgr
[6] #cmgr,demonstrate
[6] demonstrate,worth
[6] worth,#esn
[6] #esn,literally
[5] dhinchcliffe,geebaxter

Top Word Pairs in Tweet in G3:
[12] information,foraging
[8] co,host
[7] signs,navigate
[7] information,#esn
[7] march,26
[7] foraging,#esn
[6] use,walmart
[6] walmart,analogy
[6] analogy,people
[6] people,walk

Top Word Pairs in Tweet in G4:
[3] bjoern_n,iconohash
[3] iconohash,simondueckert
[3] simondueckert,stevedischinger
[3] stevedischinger,mary_grace
[3] mary_grace,kkruse
[3] kkruse,erobillard
[3] erobillard,ve
[3] ve,quoted
[3] quoted,#wakelet
[2] one,size

Top Word Pairs in Tweet in G5:
[9] hope,ve
[9] ve,remembered
[9] remembered,saturday
[9] saturday,shouldn
[9] shouldn,working
[9] working,getting
[9] getting,ready
[9] ready,#hrpubquiz
[8] selenagovier,hope
[8] #hrpubquiz,tonigh

Top Word Pairs in Tweet in G6:
[2] tools,allow
[2] recommended,members
[2] members,thecr
[2] thecr,network
[2] network,follow
[2] follow,twiliew
[2] twiliew,sorokti
[2] sorokti,jeffkross
[2] jeffkross,follow
[2] follow,#esn

Top Replied-To
Top Replied-To in Entire Graph:
@_rebeccajackson
@esnchat
@elsua
@srjf
@lorilea
@euan
@sarbjeetjohal
@sorokti
@wlamin
@familyhrguru

Top Replied-To in G1:
@elsua
@euan
@nhse_pault
@martincbaker
@familyhrguru
@sorokti
@sarbjeetjohal
@srjf

Top Replied-To in G2:
@wlamin
@geebaxter
@srjf

Top Replied-To in G3:
@_rebeccajackson
@esnchat
@lorilea
@dennis_pearce

Top Replied-To in G4:
@bjoern_n

Top Replied-To in G6:
@sagastaki

Top Mentioned
Top Mentioned in Entire Graph:
@dennis_pearce
@dhinchcliffe
@esnchat
@ritazonius
@srjf
@selenagovier
@lorilea
@sorokti
@rhappe
@noahsparks

Top Mentioned in G1:
@dhinchcliffe
@workplacefromfb
@slackhq
@rhappe
@microsoftteams
@briansolis
@elsua
@kathrinbischoff
@ritazonius
@jessewilkins

Top Mentioned in G2:
@dhinchcliffe
@srjf
@geebaxter
@sorokti
@entdigisum
@ritazonius
@chieftech
@annebb
@akwyz
@petefields

Top Mentioned in G3:
@dennis_pearce
@esnchat
@lorilea
@noahsparks
@ritazonius
@rainerbartl
@_rebeccajackson
@dennis_pea
@dennis_p

Top Mentioned in G4:
@kkruse
@iconohash
@simondueckert
@stevedischinger
@mary_grace
@erobillard
@johnleh
@constellationr
@jennifercreinin
@bjoern_n

Top Mentioned in G5:
@selenagovier
@sbrownehr

Top Mentioned in G6:
@dennis_pearce
@thecr
@lorilea
@_rebeccajackson
@rhappe
@twiliew
@sorokti
@jeffkross
@srjf
@esnchat

Top Tweeters
Top Tweeters in Entire Graph:
@juandoming
@marshacollier
@akwyz
@rwang0
@meghanmbiro
@slackhq
@jimcramer
@tamaramccleary
@piewords
@iangertler

Top Tweeters in G1:
@juandoming
@marshacollier
@rwang0
@meghanmbiro
@slackhq
@jimcramer
@tamaramccleary
@piewords
@iangertler
@srjf

Top Tweeters in G2:
@akwyz
@mylessuer
@dhinchcliffe
@chrisheuer
@rjpanetti
@jamesmullan6
@susanscrupski
@chieftech
@jonhusband
@celineschill

Top Tweeters in G3:
@janebozarth
@jwillie
@dennis_p
@km_delivery
@maureenb2b
@_rebeccajackson
@noahsparks
@esnchat
@ritazonius
@rainerbartl

Top Tweeters in G4:
@iconohash
@constellationr
@mitsmr
@jonerp
@kkruse
@simondueckert
@mary_grace
@marketingtobe
@diginomica
@johnleh

Top Tweeters in G5:
@sbrownehr
@fionamcbride
@bakerbright_kim
@gary_cookson
@kyramatkovichhr
@wendymshrmphr
@selenagovier
@resilimum
@janie_s
@christie_engler

Top Tweeters in G6:
@rhappe
@sagastaki
@thecr
@jeffkross
@sorokti
@twiliew

Top Tweeters in G7:
@scarlettabbott


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