#slackfrontiers, Twitter, 4/24/2019 5:03:17 PM, 194759


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#slackfrontiers_2019-04-24_09-54-18.xlsx
#slackfrontiers_2019-04-24_09-54-18.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
April 24, 2019
Short Description:
#slackfrontiers via NodeXL http://bit.ly/2VhP3P6
@slackhq
@serenawilliams
@rea_loretta
@slidoapp
@dhinchcliffe
@stewart
@geekbot_io
@webaficionado
@lizziepika
@profk_asu

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

Description:
Description
The graph represents a network of 142 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 16:58 UTC.

The tweets in the network were tweeted over the 9-day, 6-hour, 14-minute period from Monday, 15 April 2019 at 10:42 UTC to Wednesday, 24 April 2019 at 16:57 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 : 142
Unique Edges : 205
Edges With Duplicates : 99
Total Edges : 304
Self-Loops : 45
Reciprocated Vertex Pair Ratio : 0.0241545893719807
Reciprocated Edge Ratio : 0.0471698113207547
Connected Components : 19
Single-Vertex Connected Components : 13
Maximum Vertices in a Connected Component : 112
Maximum Edges in a Connected Component : 267
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.725919
Graph Density : 0.0105883528119069
Modularity : 0.456552
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://www.eventbrite.co.uk/e/slack-mixpanel-and-slido-on-the-future-of-internal-communications-tickets-59538797145
[3] https://slackfrontiers.com/
[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] http://merge1.com/contact-us/request-a-demo/
[2] https://toast.ninja
[2] https://slackhq.com/watch-2019-slack-frontiers-conference-livestream
[1] https://twitter.com/slidoapp/status/1121094965466030081
[1] https://www.jarnoldassociates.com/blog/2019/4/22/next-stop-san-francisco-and-slack
[1] http://www.wkkf.co/v3bi
[1] https://www.instagram.com/p/Bwnw1TDHIAA/?utm_source=ig_twitter_share&igshid=1css2hezsjvv1

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://slackhq.com/watch-2019-slack-frontiers-conference-livestream
[1] https://slackhq.com/join-slack-engineers-at-frontiers-2019
[1] https://twitter.com/workast/status/1120752143856623616
[1] https://slackfrontiers.com/

Top URLs in Tweet in G2:
[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] http://www.wkkf.co/v3bi
[1] https://www.jarnoldassociates.com/blog/2019/4/22/next-stop-san-francisco-and-slack
[1] https://www.instagram.com/p/Bwnw1TDHIAA/?utm_source=ig_twitter_share&igshid=1css2hezsjvv1
[1] https://twitter.com/SlackHQ/status/1118922203310039040

Top URLs in Tweet in G4:
[1] https://slackfrontiers.com/agenda

Top URLs in Tweet in G5:
[1] https://slackhq.com/watch-2019-slack-frontiers-conference-livestream
[1] https://www.computerworld.com/article/3305140/slack-adds-enterprise-key-management-for-enterprise-grid-users.amp.html
[1] https://twitter.com/slackhq/status/1121080876492894210
[1] https://twitter.com/slackhq/status/1120771869894946817
[1] https://slackfrontiers.com/

Top URLs in Tweet in G6:
[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 URLs in Tweet in G7:
[2] https://toast.ninja

Top URLs in Tweet in G9:
[1] https://slackfrontiers.com/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[168] slackfrontiers
[19] collaboration
[15] futureofwork
[11] sanfrancisco
[9] digitalworkplace
[7] slack
[5] ucoms
[4] pagerduty
[4] slackfrontiers2019
[3] internalcomms



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

Top Hashtags in Tweet in G2:
[36] slackfrontiers
[7] collaboration
[5] futureofwork
[4] ucoms
[3] ucaas
[2] workforce
[2] cloud
[2] uc
[2] slack
[1] frontiers

Top Hashtags in Tweet in G3:
[27] slackfrontiers
[3] sanfrancisco
[3] collaboration
[2] futureofwork
[1] ucoms
[1] teamcollaboration
[1] digitalworkplace
[1] avocadotoast
[1] coolestar

Top Hashtags in Tweet in G4:
[19] slackfrontiers
[2] ultimatesoftware
[1] slack
[1] serenawilliams
[1] goat
[1] slackplatform

Top Hashtags in Tweet in G5:
[10] slackfrontiers
[9] collaboration
[8] digitalworkplace
[6] futureofwork
[4] sanfrancisco
[2] slack
[2] cio
[2] pier27
[1] communities
[1] cmgr

Top Hashtags in Tweet in G6:
[7] slackfrontiers
[3] internalcomms
[2] futureofwork
[1] slidosocks

Top Hashtags in Tweet in G7:
[11] slackfrontiers

Top Hashtags in Tweet in G8:
[6] slackfrontiers

Top Hashtags in Tweet in G9:
[8] slackfrontiers
[4] pagerduty
[1] tech
[1] siliconvalley
[1] girlpower

Top Hashtags in Tweet in G10:
[7] slackfrontiers
[1] blessed
[1] deep

Top Words
Top Words in Tweet in Entire Graph:
[239] Words in Sentiment List#1: Positive
[52] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[4308] Non-categorized Words
[4599] Total Words
[168] #slackfrontiers
[78] slackhq
[47] serenawilliams
[44] frontiers
[33] see

Top Words in Tweet in G1:
[35] slackhq
[32] frontiers
[27] #slackfrontiers
[18] seven
[14] day
[14] excited
[12] good
[11] see
[11] conference
[10] more

Top Words in Tweet in G2:
[36] #slackfrontiers
[26] serenawilliams
[17] slackhq
[9] tell
[8] stewart
[8] ceo
[7] #collaboration
[7] t
[6] conference
[6] keynote

Top Words in Tweet in G3:
[27] #slackfrontiers
[12] stewart
[9] serenawilliams
[9] team
[7] more
[7] slackhq
[6] mzatimgelardi
[6] make
[6] see
[5] day

Top Words in Tweet in G4:
[19] #slackfrontiers
[4] slack
[4] week
[3] attending
[3] frontiers
[3] booth
[3] more
[3] leading
[3] serena
[3] williams

Top Words in Tweet in G5:
[12] slackhq
[10] #slackfrontiers
[9] #collaboration
[8] #digitalworkplace
[8] see
[6] latest
[6] #futureofwork
[6] industry
[6] darling
[6] dhinchcliffe

Top Words in Tweet in G6:
[7] #slackfrontiers
[6] friday
[6] breakfast
[5] week
[4] slidoapp
[4] heading
[4] san
[4] francisco
[4] join
[4] chill

Top Words in Tweet in G7:
[11] #slackfrontiers
[4] come
[3] geekbot_io
[3] meet
[3] stewart
[3] ceo
[3] serenawilliams
[3] area
[2] checking
[2] unintentionally

Top Words in Tweet in G8:
[6] taking
[6] meet
[6] team
[6] #slackfrontiers
[6] stop
[6] robotsnpencils
[6] booth
[6] stickers
[6] enter
[6] prize

Top Words in Tweet in G9:
[8] #slackfrontiers
[7] pagerduty
[5] pier
[5] 27
[4] join
[4] #pagerduty
[4] april
[4] 24
[4] 25
[4] san

Top Words in Tweet in G10:
[7] #slackfrontiers
[5] serena
[3] olympiaohanian
[3] s
[2] re
[2] going
[2] go
[2] one
[2] d
[2] first

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[19] san,francisco
[12] looking,forward
[12] day,1
[10] serenawilliams,#slackfrontiers
[10] excited,hear
[9] stewart,serenawilliams
[9] #slackfrontiers,week
[9] today,seems
[9] seems,good
[9] good,day

Top Word Pairs in Tweet in G1:
[9] seven,days
[9] days,until
[9] until,frontiers
[9] frontiers,think
[9] think,plenty
[9] plenty,more
[9] more,seven
[9] seven,reasons
[9] reasons,excited
[9] excited,hear

Top Word Pairs in Tweet in G2:
[5] serenawilliams,#slackfrontiers
[5] slackhq,#slackfrontiers
[4] doing,right
[4] right,tell
[4] opening,keynote
[4] don,t
[4] tell,m
[4] m,doing
[4] #slackfrontiers,opening
[4] keynote,serenawilliams

Top Word Pairs in Tweet in G3:
[6] stewart,serenawilliams
[4] fireside,chat
[4] chat,stewart
[4] serenawilliams,early
[4] early,revelation
[4] revelation,hjackson_10
[4] hjackson_10,standing
[4] standing,backflip
[4] day,1
[4] #slackfrontiers,looking

Top Word Pairs in Tweet in G4:
[3] serena,williams
[2] slack,frontiers
[2] attending,#slackfrontiers
[2] #slackfrontiers,week
[2] week,san
[2] san,francisco
[2] francisco,swing
[2] swing,booth
[2] booth,learn
[2] learn,more

Top Word Pairs in Tweet in G5:
[6] latest,#collaboration
[6] #collaboration,#futureofwork
[6] #futureofwork,#digitalworkplace
[6] #digitalworkplace,industry
[6] industry,darling
[6] darling,slackhq
[6] slackhq,see
[5] dhinchcliffe,latest
[5] see,t
[2] lines,inquiry

Top Word Pairs in Tweet in G6:
[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 Word Pairs in Tweet in G7:
[2] checking,#slackfrontiers
[2] #slackfrontiers,unintentionally
[2] unintentionally,color
[2] color,matching
[2] matching,here
[2] #slackfrontiers,come
[2] attending,#slackfrontiers
[2] #slackfrontiers,bay
[2] bay,area
[2] area,week

Top Word Pairs in Tweet in G8:
[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 G9:
[5] pier,27
[4] join,#pagerduty
[4] #pagerduty,#slackfrontiers
[4] #slackfrontiers,april
[4] april,24
[4] 24,25
[4] 25,pier
[4] 27,san
[4] san,francisco
[4] francisco,giving

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@slackhq
@serenawilliams
@stewart
@serenawill
@dhinchcliffe
@mzatimgelardi
@pagerduty
@robotsnpencils
@trzimmerman
@hjackson_10

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

Top Mentioned in G2:
@serenawilliams
@slackhq
@stewart
@lajunetabron
@wk_kellogg_fdn
@mindac

Top Mentioned in G3:
@stewart
@serenawilliams
@slackhq
@mzatimgelardi
@hjackson_10
@slack
@blairplez
@surbonas
@s
@kathrynhash

Top Mentioned in G5:
@slackhq
@dhinchcliffe
@serenawilliams
@stewart
@rwang0
@benkellycanada

Top Mentioned in G6:
@slidoapp
@slackhq
@mixpanel
@alexneczli
@martinsrna
@jurajpal

Top Mentioned in G7:
@geekbot_io
@stewart
@serenawilliams
@slackhq
@humanworks
@chisomonyishi
@ge

Top Mentioned in G8:
@robotsnpencils
@trzimmerman

Top Mentioned in G9:
@pagerduty
@serenawilliams
@stewart
@slackhq
@troops

Top Mentioned in G10:
@olympiaohanian
@serenawilliams
@stewart
@realqaiqai

Top Tweeters
Top Tweeters in Entire Graph:
@taterpie
@redz041
@rwang0
@slackhq
@all_serena
@fakerapper
@googleulv
@drnewbold
@finneyeric
@geeorgey

Top Tweeters in G1:
@redz041
@slackhq
@all_serena
@googleulv
@finneyeric
@mgsiegler
@fenomena
@vasujain
@jamiepatrice60
@msquinn

Top Tweeters in G2:
@fakerapper
@sabrinelan
@girlie_mac
@wk_kellogg_fdn
@mindac
@kris
@serenawilliams
@gerardsans
@picsoung
@arnoldjon

Top Tweeters in G3:
@taterpie
@waynenh
@blairplez
@stewart
@mio
@slack
@imlazar
@surbonas
@kathrynhash
@aashenden

Top Tweeters in G4:
@geeorgey
@lschmeiser
@ultimatehcm
@lukwam
@smarshinc
@eakinsey
@martucci
@ultihcmevents
@martinvelkovski
@chrismarshsf

Top Tweeters in G5:
@rwang0
@constellationr
@jennifersertl
@dhinchcliffe
@s_df
@hopefrank
@aubreyut
@_beproductive
@benkellycanada

Top Tweeters in G6:
@slidoapp
@mixpanel
@jurajpal
@alexneczli
@cbarve
@mikeiampietro
@martinsrna

Top Tweeters in G7:
@falexandrou
@humanworks
@ge
@geekbot_io
@chisomonyishi
@rea_loretta

Top Tweeters in G8:
@danieljpeter
@avylorencohen
@richieetwaru
@robotsnpencils
@trzimmerman
@gialames

Top Tweeters in G9:
@raganwald
@everynine
@pagerduty
@troops
@alli_rubach

Top Tweeters in G10:
@lizziepika
@realqaiqai
@olympiaohanian


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