#SlackFrontiers, Twitter, 4/24/2019 8:03:47 PM, 194789


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#SlackFrontiers_2019-04-24_12-57-53.xlsx
#SlackFrontiers_2019-04-24_12-57-53.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
April 24, 2019
Short Description:
#SlackFrontiers via NodeXL http://bit.ly/2VmBpu8
@slackhq
@serenawilliams
@dhinchcliffe
@all_serena
@girlie_mac
@rea_loretta
@trzimmerman
@beardigsit
@stewart
@slidoapp

Top hashtags:
#slackfrontiers
#collaboration
#slack
#futureofwork
#digitalworkplace
#sanfrancisco

Description:
Description
The graph represents a network of 230 Twitter users whose recent tweets contained "#SlackFrontiers", 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 Wednesday, 24 April 2019 at 19:58 UTC.

The tweets in the network were tweeted over the 9-day, 9-hour, 10-minute period from Monday, 15 April 2019 at 10:42 UTC to Wednesday, 24 April 2019 at 19:52 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 : 230
Unique Edges : 383
Edges With Duplicates : 264
Total Edges : 647
Self-Loops : 73
Reciprocated Vertex Pair Ratio : 0.024330900243309
Reciprocated Edge Ratio : 0.0475059382422803
Connected Components : 23
Single-Vertex Connected Components : 15
Maximum Vertices in a Connected Component : 197
Maximum Edges in a Connected Component : 613
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.93512
Graph Density : 0.00799316498955762
Modularity : 0.422568
NodeXL Version : 1.0.1.411

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[3] https://slackfrontiers.com/
[3] https://www.eventbrite.co.uk/e/slack-mixpanel-and-slido-on-the-future-of-internal-communications-tickets-59538797145
[2] https://toast.ninja
[2] https://medium.com/@trevor_atx/3-new-ways-to-create-jira-issues-in-slack-3c61ed9a4247
[2] http://merge1.com/contact-us/request-a-demo/
[2] https://slackhq.com/watch-2019-slack-frontiers-conference-livestream?cvosrc=spredfast.twitter.frontiers&cvo_creative=sf100580946&utm_source=twitter&utm_medium=spredfast&utm_content=sf100580946&utm_campaign=a_spredfast_twitter_all_en_follower_engagement_sf100580946_20190423&sf100580946=1
[2] https://twitter.com/hopefrank/status/1121106459075289089
[2] https://github.com/SlackAPI/bolt
[2] https://slackhq.com/watch-2019-slack-frontiers-conference-livestream
[1] https://medium.com/slack-developer-blog/need-to-know-get-prepped-for-the-slackathon-c227fc50e014?sf101695501=1

Top URLs in Tweet in G1:
[2] http://merge1.com/contact-us/request-a-demo/
[1] https://slackfrontiers.com/?cvosrc=spredfast.twitter.frontiers&utm_source=twitter&utm_medium=spredfast&utm_content=sf101372147&utm_campaign=a_spredfast_twitter_all_en_follower_engagement_sf101372147_20190416&cvo_creative=sf101372147&sf101372147=1
[1] https://slackhq.com/slacks-frontiers-2019-10-things-to-do-in-san-francisco?cvosrc=spredfast.twitter.frontiers&cvo_creative=sf100306227&utm_source=twitter&utm_medium=spredfast&utm_content=sf100306227&utm_campaign=a_spredfast_twitter_all_en_follower_engagement_sf100306227_20190403&sf100306227=1
[1] https://slackhq.com/watch-2019-slack-frontiers-conference-livestream?cvosrc=spredfast.twitter.frontiers&cvo_creative=sf100580946&utm_source=twitter&utm_medium=spredfast&utm_content=sf100580946&utm_campaign=a_spredfast_twitter_all_en_follower_engagement_sf100580946_20190423&sf100580946=1
[1] https://slackfrontiers.com/?cvosrc=spredfast.twitter.frontiers&utm_source=twitter&utm_medium=spredfast&utm_content=sf101424289&utm_campaign=a_spredfast_twitter_all_en_follower_engagement_sf101424289_20190417&cvo_creative=sf101424289&sf101424289=1
[1] https://slackfrontiers.com/?cvosrc=spredfast.twitter.frontiers&utm_source=twitter&utm_medium=spredfast&utm_content=sf101440959&utm_campaign=a_spredfast_twitter_all_en_follower_engagement_sf101440959_20190418&cvo_creative=sf101440959&sf101440959=1
[1] https://twitter.com/workast/status/1120752143856623616
[1] https://www.youtube.com/watch?v=EJP27iwgCoU&feature=youtu.be

[1] https://slackhq.com/watch-2019-slack-frontiers-conference-livestream
[1] https://slackhq.com/join-slack-engineers-at-frontiers-2019

Top URLs in Tweet in G2:
[2] https://twitter.com/hopefrank/status/1121106459075289089
[1] http://www.wkkf.co/v3bi
[1] https://www.jarnoldassociates.com/blog/2019/4/22/next-stop-san-francisco-and-slack
[1] https://slackhq.com/watch-2019-slack-frontiers-conference-livestream?cvosrc=spredfast.twitter.frontiers&cvo_creative=sf100580946&utm_source=twitter&utm_medium=spredfast&utm_content=sf100580946&utm_campaign=a_spredfast_twitter_all_en_follower_engagement_sf100580946_20190423&sf100580946=1
[1] https://twitter.com/slackhq/status/1120771869894946817
[1] https://github.com/SlackAPI/bolt

Top URLs in Tweet in G3:
[1] https://www.computerworld.com/article/3305140/slack-adds-enterprise-key-management-for-enterprise-grid-users.amp.html
[1] https://twitter.com/imlazar/status/1121122009839128577
[1] https://slackhq.com/watch-2019-slack-frontiers-conference-livestream
[1] https://slackfrontiers.com/

Top URLs in Tweet in G4:
[1] https://www.instagram.com/p/Bwnw1TDHIAA/?utm_source=ig_twitter_share&igshid=1css2hezsjvv1

Top URLs in Tweet in G5:
[1] https://slackcommunity.com/
[1] https://github.com/SlackAPI/bolt
[1] https://github.com/slackapi/python-slackclient

Top URLs in Tweet in G6:
[1] https://slackfrontiers.com/agenda
[1] https://onna.com/events/2019/04/24/slackfrontiers?utm_source=hs_email&utm_medium=email&_hsenc=p2ANqtz-8zfuoPYSOGBgcIrVKMoXBNQQEpAkQfxKIrnURv55j4jHdhzEWfOzZJYX9wA45sc8lvxi9y
[1] https://www.askspoke.com/blog/support/9-slack-easter-eggs/
[1] https://medium.com/@trevor_atx/3-new-ways-to-create-jira-issues-in-slack-3c61ed9a4247

Top URLs in Tweet in G7:
[1] https://www.teampay.co/insights/slack-frontiers-2019/?utm_content=90096287&utm_medium=social&utm_source=twitter&hss_channel=tw-711999658151841796

Top URLs in Tweet in G8:
[2] https://toast.ninja
[1] https://medium.com/slack-developer-blog/need-to-know-get-prepped-for-the-slackathon-c227fc50e014?sf101695501=1

Top URLs in Tweet in G10:
[3] https://www.eventbrite.co.uk/e/slack-mixpanel-and-slido-on-the-future-of-internal-communications-tickets-59538797145
[1] https://twitter.com/slidoapp/status/1121094965466030081

Top Domains
Top Domains in Tweet in Entire Graph:
[7] twitter.com
[7] slackfrontiers.com
[6] slackhq.com
[3] medium.com
[3] github.com
[3] co.uk
[2] toast.ninja
[2] merge1.com
[2] lnkd.in
[1] mattermost.com

Top Domains in Tweet in G1:
[4] slackfrontiers.com
[4] slackhq.com
[2] twitter.com
[2] merge1.com
[1] youtube.com

Top Domains in Tweet in G2:
[3] twitter.com
[1] wkkf.co
[1] jarnoldassociates.com
[1] slackhq.com
[1] github.com

Top Domains in Tweet in G3:
[1] computerworld.com
[1] twitter.com
[1] slackhq.com
[1] slackfrontiers.com

Top Domains in Tweet in G4:
[1] instagram.com

Top Domains in Tweet in G5:
[2] github.com
[1] slackcommunity.com

Top Domains in Tweet in G6:
[1] slackfrontiers.com
[1] onna.com
[1] askspoke.com
[1] medium.com

Top Domains in Tweet in G7:
[1] teampay.co

Top Domains in Tweet in G8:
[2] toast.ninja
[1] medium.com

Top Domains in Tweet in G10:
[3] co.uk
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[298] slackfrontiers
[33] collaboration
[28] slack
[17] futureofwork
[15] digitalworkplace
[11] sanfrancisco
[9] leadership
[6] agile
[6] ucoms
[5] talent



Top Hashtags in Tweet in G1:
[42] slackfrontiers
[3] sanfrancisco
[2] workast
[2] slack
[2] globanet
[2] compliance
[1] teamcollaboration
[1] productivity
[1] talent
[1] technology

Top Hashtags in Tweet in G2:
[79] slackfrontiers
[11] collaboration
[7] futureofwork
[5] ucoms
[4] ucaas
[3] slack
[3] sanfrancisco
[3] uc
[2] sfmetroevents
[2] serenawilliams

Top Hashtags in Tweet in G3:
[33] slackfrontiers
[19] collaboration
[16] slack
[13] digitalworkplace
[9] leadership
[6] futureofwork
[5] cio
[5] agile
[4] apis
[4] culture

Top Hashtags in Tweet in G4:
[40] slackfrontiers
[4] slack
[3] collaboration
[3] sanfrancisco
[2] futureofwork
[1] digitalworkplace
[1] agile
[1] ucoms
[1] teamcollaboration
[1] avocadotoast

Top Hashtags in Tweet in G5:
[24] slackfrontiers
[1] blessed
[1] deep
[1] goat
[1] frontiers

Top Hashtags in Tweet in G6:
[20] slackfrontiers
[2] slack
[2] ultimatesoftware

Top Hashtags in Tweet in G7:
[4] slackfrontiers

Top Hashtags in Tweet in G8:
[15] slackfrontiers
[1] nodejs

Top Hashtags in Tweet in G9:
[7] slackfrontiers
[1] ux

Top Hashtags in Tweet in G10:
[7] slackfrontiers
[3] internalcomms
[2] futureofwork
[1] slidosocks

Top Words
Top Words in Tweet in Entire Graph:
[459] Words in Sentiment List#1: Positive
[122] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[8087] Non-categorized Words
[8668] Total Words
[298] #slackfrontiers
[130] slackhq
[99] serenawilliams
[52] frontiers
[46] day

Top Words in Tweet in G1:
[42] #slackfrontiers
[41] slackhq
[32] frontiers
[22] day
[17] see
[17] conference
[16] good
[13] today
[12] seven
[11] excited

Top Words in Tweet in G2:
[79] #slackfrontiers
[70] serenawilliams
[29] slackhq
[21] t
[20] m
[20] keynote
[19] tell
[16] room
[15] s
[14] stewart

Top Words in Tweet in G3:
[33] #slackfrontiers
[28] slackhq
[20] dhinchcliffe
[19] #collaboration
[16] #slack
[13] #digitalworkplace
[12] s
[11] integrations
[11] more
[10] execs

Top Words in Tweet in G4:
[40] #slackfrontiers
[17] stewart
[13] serenawilliams
[12] slackhq
[9] team
[8] more
[6] s
[6] see
[6] mzatimgelardi
[6] 1

Top Words in Tweet in G5:
[24] #slackfrontiers
[6] shanedewael
[5] beardigsit
[5] fun
[4] serena
[4] app
[4] slack
[4] new
[3] girlie_mac
[3] need

Top Words in Tweet in G6:
[20] #slackfrontiers
[6] slack
[4] week
[3] attending
[3] frontiers
[3] conference
[3] booth
[3] san
[3] francisco
[3] see

Top Words in Tweet in G7:
[5] slackhq
[4] teampay
[4] #slackfrontiers
[4] day
[3] 1
[3] frontiers
[2] stop
[2] booth
[2] learn
[2] integration

Top Words in Tweet in G8:
[15] #slackfrontiers
[5] serenawilliams
[4] come
[4] slackhq
[4] stewart
[4] area
[3] geekbot_io
[3] excited
[3] meet
[3] ceo

Top Words in Tweet in G9:
[7] #slackfrontiers
[6] taking
[6] meet
[6] team
[6] stop
[6] robotsnpencils
[6] booth
[6] stickers
[6] enter
[6] prize

Top Words in Tweet in G10:
[7] #slackfrontiers
[6] friday
[6] breakfast
[5] week
[4] slidoapp
[4] heading
[4] san
[4] francisco
[4] join
[4] chill

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[21] san,francisco
[20] serenawilliams,#slackfrontiers
[19] day,1
[14] opening,keynote
[14] slackhq,#slackfrontiers
[14] stewart,serenawilliams
[14] today,seems
[14] seems,good
[14] good,day
[14] day,conference

Top Word Pairs in Tweet in G1:
[10] today,seems
[10] seems,good
[10] good,day
[10] day,conference
[10] conference,welcome
[10] welcome,day
[10] day,1
[10] 1,frontiers
[10] frontiers,2019
[10] 2019,following

Top Word Pairs in Tweet in G2:
[15] serenawilliams,#slackfrontiers
[12] opening,keynote
[10] #slackfrontiers,opening
[9] focus,enjoy
[9] tell,m
[9] m,doing
[8] don,t
[8] doing,right
[8] right,tell
[8] slackhq,#slackfrontiers

Top Word Pairs in Tweet in G3:
[6] app,integrations
[6] latest,#collaboration
[6] #collaboration,#futureofwork
[6] #futureofwork,#digitalworkplace
[6] #digitalworkplace,industry
[6] industry,darling
[6] darling,slackhq
[6] slackhq,see
[5] over,1
[5] 1,500

Top Word Pairs in Tweet in G4:
[8] stewart,serenawilliams
[5] looking,forward
[4] day,1
[4] #slackfrontiers,looking
[4] fireside,chat
[4] chat,stewart
[4] serenawilliams,early
[4] early,revelation
[4] revelation,hjackson_10
[4] hjackson_10,standing

Top Word Pairs in Tweet in G5:
[3] shipped,bolt
[3] bolt,new
[3] new,node
[3] node,js
[3] js,framework
[3] framework,slack
[3] slack,supports
[3] supports,typescript
[3] typescript,yay
[3] yay,aoberoi

Top Word Pairs in Tweet in G6:
[3] san,francisco
[2] slack,frontiers
[2] attending,#slackfrontiers
[2] #slackfrontiers,week
[2] week,san
[2] francisco,swing
[2] swing,booth
[2] booth,learn
[2] learn,more
[2] more,industry

Top Word Pairs in Tweet in G7:
[3] day,1
[2] teampay,#slackfrontiers
[2] #slackfrontiers,stop
[2] stop,booth
[2] booth,learn
[2] learn,slackhq
[2] slackhq,integration
[2] 1,slackhq's
[2] slackhq's,#slackfrontiers
[2] #slackfrontiers,miss

Top Word Pairs in Tweet in G8:
[2] #slackfrontiers,come
[2] cartwheel,serenawilliams
[2] serenawilliams,stewart
[2] stewart,daughter
[2] daughter,future
[2] future,challenge
[2] challenge,finding
[2] finding,path
[2] dad,always
[2] always,venus

Top Word Pairs in Tweet in G9:
[6] taking,meet
[6] meet,team
[6] team,#slackfrontiers
[6] #slackfrontiers,stop
[6] stop,robotsnpencils
[6] robotsnpencils,booth
[6] booth,stickers
[6] stickers,enter
[6] enter,prize
[5] trzimmerman,taking

Top Word Pairs in Tweet in G10:
[5] #slackfrontiers,week
[4] heading,san
[4] san,francisco
[4] francisco,#slackfrontiers
[4] week,join
[4] join,chill
[4] chill,breakfast
[4] breakfast,friday
[4] friday,talk
[4] talk,things

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@slackhq
@serenawilliams
@stewart
@dhinchcliffe
@beardigsit
@pagerduty
@serenawill
@ford
@mzatimgelardi
@rea_loretta

Top Mentioned in G1:
@slackhq
@serenawill
@guillegette
@serenawilliams
@workast
@guyraz
@kathrynhash
@common
@slackapi
@smartsheet

Top Mentioned in G2:
@serenawilliams
@slackhq
@stewart
@lajunetabron
@lisamariedwards
@rea_loretta
@hitechtalk
@everynine
@owlmonkey
@thatguydeuce

Top Mentioned in G3:
@slackhq
@dhinchcliffe
@ford
@brianpelliott
@stewart
@serenawilliams
@rasingh
@rwang0
@elliepowers
@beardigsit

Top Mentioned in G4:
@stewart
@slackhq
@serenawilliams
@mzatimgelardi
@dhinchcliffe
@hjackson_10
@slack
@brianpelliott
@s
@waynenh

Top Mentioned in G5:
@shanedewael
@beardigsit
@girlie_mac
@serenawilliams
@aoberoi
@matthewathome
@stewart
@tinathetechiee
@realqaiqai
@olympiaohanian

Top Mentioned in G7:
@slackhq
@teampay
@ea
@etrade
@symantec
@hsbc
@wayfair
@ford
@ibm
@hearst

Top Mentioned in G8:
@serenawilliams
@slackhq
@stewart
@geekbot_io
@rea_loretta
@humanworks
@slackapi
@chisomonyishi
@ge

Top Mentioned in G9:
@robotsnpencils
@trzimmerman
@jeanne_jang
@slackhq

Top Mentioned in G10:
@slidoapp
@slackhq
@mixpanel
@alexneczli
@martinsrna
@jurajpal

Top Tweeters
Top Tweeters in Entire Graph:
@juandoming
@taterpie
@redz041
@rwang0
@slackhq
@all_serena
@fakerapper
@googleulv
@drnewbold
@0try

Top Tweeters in G1:
@redz041
@slackhq
@finneyeric
@fenomena
@vasujain
@smartsheet
@uctodaynews
@mofolorunsho_t
@mikegotta
@common

Top Tweeters in G2:
@all_serena
@fakerapper
@0try
@bigbabe2022
@lschmeiser
@sabrinelan
@javierbenitezm
@myshariiamor
@djonesie12
@wk_kellogg_fdn

Top Tweeters in G3:
@juandoming
@rwang0
@dchou1107
@lyft
@eric_kavanagh
@constellationr
@jennifersertl
@dhinchcliffe
@s_df
@siosism

Top Tweeters in G4:
@taterpie
@hubspot
@waynenh
@blairplez
@stewart
@beckerben
@craiganssle
@webaficionado
@slack
@imlazar

Top Tweeters in G5:
@roach
@kevinvavelin
@hsianghui
@girlie_mac
@jimray
@picsoung
@aoberoi
@ashevat
@yeematt
@chrisbuttenham

Top Tweeters in G6:
@geeorgey
@ultimatehcm
@lukwam
@smarshinc
@martucci
@samueljevans
@ultihcmevents
@chrismarshsf
@corygrunk
@simonsayscode

Top Tweeters in G7:
@googleulv
@ford
@ea
@wayfair
@symantec
@etrade
@ibm
@hearst
@vinod_shankar
@hsbc

Top Tweeters in G8:
@falexandrou
@humanworks
@slackapi
@ge
@geekbot_io
@vswfan
@chisomonyishi
@rea_loretta

Top Tweeters in G9:
@danieljpeter
@avylorencohen
@richieetwaru
@robotsnpencils
@trzimmerman
@gialames
@jeanne_jang

Top Tweeters in G10:
@slidoapp
@mixpanel
@jurajpal
@alexneczli
@cbarve
@mikeiampietro
@martinsrna


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