#BeEqual, Twitter, 2/13/2019 4:05:24 AM, 186382


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#BeEqual_2019-02-12_19-55-46.xlsx
#BeEqual_2019-02-12_19-55-46.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
February 13, 2019
Short Description:
#BeEqual via NodeXL http://bit.ly/2SxhQ1q
@michelleapeluso
@ibm
@debbubb
@scottjlieberman
@tjido
@mollyvannucci
@ibmlive
@caltomare6114
@rossmauri
@cejj

Top hashtags:
#beequal
#think2019
#ibm
#sanfrancisco
#inclusiveibm
#proudibmer
#think
#inclusion
#proud

Description:
Description
The graph represents a network of 121 Twitter users whose recent tweets contained "#BeEqual", 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, 13 February 2019 at 04:00 UTC.

The tweets in the network were tweeted over the 8-day, 4-hour, 51-minute period from Monday, 04 February 2019 at 22:53 UTC to Wednesday, 13 February 2019 at 03:44 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 : 121
Unique Edges : 141
Edges With Duplicates : 14
Total Edges : 155
Self-Loops : 43
Reciprocated Vertex Pair Ratio : 0.0186915887850467
Reciprocated Edge Ratio : 0.036697247706422
Connected Components : 32
Single-Vertex Connected Components : 24
Maximum Vertices in a Connected Component : 81
Maximum Edges in a Connected Component : 112
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.054205
Graph Density : 0.0075068870523416
Modularity : 0.602435
NodeXL Version : 1.0.1.408

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[4] https://ibm.com/BeEqual
[2] https://twitter.com/mollyvannucci/status/1095443176007946241
[2] https://twitter.com/sophie8stanton/status/1095441539008851968
[2] https://twitter.com/michelleapeluso/status/1095108710253289472
[1] https://twitter.com/astrostarbright/status/1095457468631572482
[1] https://newsroom.ibm.com/2019-02-12-IBM-Watson-Now-Available-Anywhere
[1] https://twitter.com/picardtips/status/1093535030079438848
[1] https://twitter.com/ibm/status/1094980407953506305
[1] https://lnkd.in/emGnbut
[1] https://lnkd.in/eZPnvBG

Top URLs in Tweet in G1:
[1] https://twitter.com/michelleapeluso/status/1093550656856698880

Top URLs in Tweet in G2:
[4] https://ibm.com/BeEqual
[2] https://twitter.com/mollyvannucci/status/1095443176007946241
[1] https://lnkd.in/eN_9pCc
[1] https://lnkd.in/eZPnvBG
[1] https://lnkd.in/emGnbut
[1] https://twitter.com/sophie8stanton/status/1095441539008851968
[1] https://twitter.com/astrostarbright/status/1095457468631572482

Top URLs in Tweet in G3:
[1] https://twitter.com/sophie8stanton/status/1095441539008851968
[1] https://twitter.com/ibm/status/1094980407953506305

Top URLs in Tweet in G5:
[1] https://newsroom.ibm.com/2019-02-12-IBM-Watson-Now-Available-Anywhere
[1] https://twitter.com/picardtips/status/1093535030079438848

Top Domains
Top Domains in Tweet in Entire Graph:
[10] twitter.com
[5] ibm.com
[3] lnkd.in
[1] ratifyera.org

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

Top Domains in Tweet in G2:
[4] twitter.com
[4] ibm.com
[3] lnkd.in

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[122] beequal
[50] think2019
[35] ibm
[35] sanfrancisco
[14] inclusiveibm
[8] proudibmer
[5] think
[5] inclusion
[3] proud
[3] ibmthink2019



Top Hashtags in Tweet in G1:
[29] beequal
[27] ibm
[27] sanfrancisco
[4] inclusion

Top Hashtags in Tweet in G2:
[26] beequal
[10] think2019
[2] ibm
[2] sanfrancisco
[2] ibmthink2019
[1] bekind
[1] givelove
[1] ibmsecurity
[1] autismatwork
[1] womeninleadership

Top Hashtags in Tweet in G3:
[21] beequal
[11] think2019
[5] think
[5] proudibmer
[2] quantum
[1] inclusiveibm
[1] inclusion
[1] becool
[1] pwthink

Top Hashtags in Tweet in G4:
[12] beequal
[11] think2019
[9] inclusiveibm
[1] ibm
[1] sanfrancisco

Top Hashtags in Tweet in G5:
[5] think2019
[5] beequal
[2] womenai
[2] ai
[1] debate
[1] britishparliamentarystyle
[1] nlp
[1] ibm
[1] sanfrancisco
[1] letsdothisthink

Top Hashtags in Tweet in G6:
[6] beequal
[3] think2019
[2] inclusiveibm
[1] ibm
[1] sanfrancisco

Top Hashtags in Tweet in G7:
[2] beequal
[1] proudibmer
[1] ambassadorlife
[1] morethandown
[1] leadingladies
[1] mainstage
[1] think2019
[1] ibm
[1] sanfrancisco

Top Hashtags in Tweet in G8:
[3] beequal

Top Hashtags in Tweet in G9:
[3] beequal
[2] think2019
[1] proudibmer
[1] ibm
[1] sanfrancisco

Top Hashtags in Tweet in G10:
[3] proud
[3] think2019
[3] beequal

Top Words
Top Words in Tweet in Entire Graph:
[98] Words in Sentiment List#1: Positive
[6] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[1738] Non-categorized Words
[1842] Total Words
[122] beequal
[66] ibm
[50] think2019
[42] proud
[39] michelleapeluso

Top Words in Tweet in G1:
[31] michelleapeluso
[31] ibm
[29] beequal
[27] proud
[27] sanfrancisco
[4] looking
[4] fwd
[4] joining
[4] thousands
[4] clients

Top Words in Tweet in G2:
[26] beequal
[10] think2019
[6] equality
[5] ibm
[5] part
[5] equal
[5] pledge
[4] see
[3] love
[3] leadership

Top Words in Tweet in G3:
[21] beequal
[14] ibm
[11] think2019
[5] excited
[5] think
[5] proudibmer
[4] inclusion
[4] gender
[4] equality
[4] software

Top Words in Tweet in G4:
[12] beequal
[11] think2019
[9] inclusiveibm
[7] debbubb
[6] ptech
[6] pipeline
[6] 125k
[6] kids
[6] change
[6] world

Top Words in Tweet in G5:
[7] ibm
[5] think2019
[5] beequal
[4] s
[2] huge
[2] announcement
[2] ceo
[2] ginni
[2] rometty
[2] here

Top Words in Tweet in G6:
[6] beequal
[3] think2019
[3] ibm
[2] last
[2] night's
[2] view
[2] beautiful
[2] setup
[2] shut
[2] down

Top Words in Tweet in G7:
[2] beequal
[2] ibm

Top Words in Tweet in G8:
[3] s
[3] beequal
[2] mrsimonstone

Top Words in Tweet in G9:
[4] gender
[3] beequal
[3] equal
[3] achieving
[3] parity
[3] workplace
[3] equality
[3] accomplished
[3] through
[3] united

Top Words in Tweet in G10:
[3] proud
[3] think2019
[3] beequal
[2] sophie8stanton

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[34] ibm,proud
[34] proud,sanfrancisco
[34] sanfrancisco,beequal
[33] michelleapeluso,ibm
[19] think2019,beequal
[9] beequal,think2019
[7] gender,equality
[7] ptech,pipeline
[7] pipeline,125k
[7] 125k,kids

Top Word Pairs in Tweet in G1:
[27] ibm,proud
[27] proud,sanfrancisco
[27] sanfrancisco,beequal
[26] michelleapeluso,ibm
[4] looking,fwd
[4] fwd,joining
[4] joining,michelleapeluso
[4] michelleapeluso,thousands
[4] thousands,ibm
[4] ibm,clients

Top Word Pairs in Tweet in G2:
[5] beequal,think2019
[4] see,part
[4] part,beequal
[3] men,women
[2] beequal,ibmthink2019
[2] think2019,beequal
[2] beequal,equal
[2] equal,achieving
[2] achieving,gender
[2] gender,parity

Top Word Pairs in Tweet in G3:
[5] ibm,think
[4] gender,equality
[3] launching,week
[3] week,ibm
[3] think,beequal
[3] beequal,initiative
[3] initiative,calling
[3] calling,attention
[3] attention,inclusivity
[3] inclusivity,gender

Top Word Pairs in Tweet in G4:
[10] think2019,beequal
[6] ptech,pipeline
[6] pipeline,125k
[6] 125k,kids
[6] kids,change
[6] change,world
[6] world,inclusiveibm
[6] inclusiveibm,think2019
[5] debbubb,ptech
[3] putting,vets

Top Word Pairs in Tweet in G5:
[2] huge,announcement
[2] announcement,ibm
[2] ibm,ceo
[2] ceo,ginni
[2] ginni,rometty
[2] rometty,here
[2] here,s
[2] s,watson
[2] watson,anywhere
[2] anywhere,means

Top Word Pairs in Tweet in G6:
[2] last,night's
[2] night's,view
[2] view,think2019
[2] think2019,beautiful
[2] beautiful,setup
[2] setup,shut
[2] shut,down
[2] down,howard
[2] howard,st
[2] st,beequal

Top Word Pairs in Tweet in G8:
[3] s,beequal
[2] mrsimonstone,s

Top Word Pairs in Tweet in G9:
[3] equal,achieving
[3] achieving,gender
[3] gender,parity
[3] parity,workplace
[3] workplace,equality
[3] equality,accomplished
[3] accomplished,through
[3] through,united
[2] rossmauri,equal
[2] united,effor

Top Word Pairs in Tweet in G10:
[3] proud,think2019
[3] think2019,beequal
[2] sophie8stanton,proud

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@michelleapeluso
@ibm
@debbubb
@jmantas
@caltomare6114
@traveling_chris
@mrsimonstone
@scottjlieberman
@ibm_ix
@rossmauri

Top Mentioned in G1:
@michelleapeluso
@jmantas

Top Mentioned in G3:
@ibm
@traveling_chris
@cejj
@bernardjtyson
@bettfrancis
@tia_silas
@meg624
@mollyvannucci
@scottjlieberman
@jaswenson2016

Top Mentioned in G4:
@debbubb
@caltomare6114
@michelleapeluso
@ibm

Top Mentioned in G5:
@ibm
@ibmlive
@ibmwatson
@tjido
@ibmiot
@michelleapeluso
@ginnirometty

Top Mentioned in G6:
@debbubb
@ibm_ix
@ibm
@caltomare6114
@rukhsanasyed
@sofiabonnet
@scottjlieberman
@michelleapeluso

Top Mentioned in G7:
@irina_yakubenko
@ibm
@ibmjobsglobal
@michelleapeluso

Top Mentioned in G8:
@mrsimonstone

Top Mentioned in G9:
@rossmauri
@michelleapeluso

Top Mentioned in G10:
@sophie8stanton

Top Tweeters
Top Tweeters in Entire Graph:
@therab
@weboften
@astrostarbright
@mbentle
@graemeknows
@ninelbernardo
@ross_radev
@unimelb
@danishhassan88
@rukhsanasyed

Top Tweeters in G1:
@astrostarbright
@mbentle
@raychacho
@jlcarves
@michelvdp
@bpromerat
@kumarkollipara1
@deonnewm
@cleacoulter
@kwguarini

Top Tweeters in G2:
@graemeknows
@ninelbernardo
@ross_radev
@imranhashmi1
@rajesh9db
@nsekkaki
@pawel_maczka_
@elaineschwartz_
@kamiennus
@sara_perelman

Top Tweeters in G3:
@ibm
@meg624
@annacolibri
@carolinabigblue
@cejj
@fdsdruk
@rashidahodge
@jaswenson2016
@charlotte_evel
@renebosticatibm

Top Tweeters in G4:
@kknight435ictam
@green_goddess
@dslupeiks
@winnipegjay
@sarahsiegel
@itsbethbell
@debbubb
@ajohnstonpell

Top Tweeters in G5:
@ibmiot
@ibmwatson
@ibmlive
@tjido
@chipvanalstyne
@fireside_info
@ginnirometty

Top Tweeters in G6:
@rukhsanasyed
@caltomare6114
@ibm_ix
@scottjlieberman
@sofiabonnet
@125aditi

Top Tweeters in G7:
@ibmjobsglobal
@sarahstorelli1
@irina_yakubenko

Top Tweeters in G8:
@therab
@epjmoffatt
@mrsimonstone

Top Tweeters in G9:
@michaeldag
@rossmauri
@shawhannahe

Top Tweeters in G10:
@julie_trinh
@wachederichaud
@sophie8stanton


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