#PBWC, Twitter, 4/23/2019 8:17:04 PM, 194658


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#PBWC_2019-04-23_13-08-11.xlsx
#PBWC_2019-04-23_13-08-11.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
April 23, 2019
Short Description:
#PBWC via NodeXL http://bit.ly/2KWEpcq
@pbwc
@cecilerichards
@nnaroosa
@abc7newsbayarea
@thecube
@kavitaj
@tyleranneliese
@bluejeansnet
@duanemorrisllp
@deb4congressnm

Top hashtags:
#pbwc
#unstoppablelikeme
#iamintel
#unstoppable
#startup
#unstoppableintel

Description:
Description
The graph represents a network of 350 Twitter users whose recent tweets contained "#PBWC", 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 Tuesday, 23 April 2019 at 20:08 UTC.

The tweets in the network were tweeted over the 8-day, 21-hour, 26-minute period from Sunday, 14 April 2019 at 22:41 UTC to Tuesday, 23 April 2019 at 20:08 UTC.

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 : 350
Unique Edges : 502
Edges With Duplicates : 378
Total Edges : 880
Self-Loops : 196
Reciprocated Vertex Pair Ratio : 0.0484848484848485
Reciprocated Edge Ratio : 0.092485549132948
Connected Components : 76
Single-Vertex Connected Components : 66
Maximum Vertices in a Connected Component : 257
Maximum Edges in a Connected Component : 772
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.319158
Graph Density : 0.00424887433483422
Modularity : 0.438499
NodeXL Version : 1.0.1.411

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[13] https://abc7news.com/careers/30th-annual-pbwc-taking-place-in-sf-today/5266005/
[6] https://www.linkedin.com/slink?code=g8zD8Ah
[3] https://startupmarketingonline.com/2017/08/03/words-matter/
[3] https://cards.twitter.com/cards/18ce54spnb6/6jwx2
[3] https://www.youtube.com/watch?v=SHiClvDO0CM&list=PLenh213llmcbGxJ3FS36f-P1wXRciEdzw

[2] http://pbwc.org/2019_scholarship_winners/
[2] https://twitter.com/pbwc/status/1120711478598873089
[2] https://www.youtube.com/watch?v=_-WcxitfMP0&list=PLenh213llmcbGxJ3FS36f-P1wXRciEdzw

[2] https://www.youtube.com/watch?v=ItEaTjseIZc&list=PLenh213llmcbGxJ3FS36f-P1wXRciEdzw

[2] https://www.youtube.com/watch?v=LyX7p0yM9ic&list=PLenh213llmcbGxJ3FS36f-P1wXRciEdzw


Top URLs in Tweet in G1:
[3] https://cards.twitter.com/cards/18ce54spnb6/6jwx2
[2] https://twitter.com/pbwc/status/1120711478598873089
[1] https://www.trendsmap.com/r/US_SAN_amspvn
[1] https://twitter.com/i/broadcasts/1OyKApapwQaxb
[1] https://www.instagram.com/p/BwmnOXwAfDe/
[1] https://lnkd.in/gcTCHkT
[1] https://twitter.com/abc7newsbayarea/status/1120732681078132736
[1] https://twitter.com/pbwc/status/1120721471641464834
[1] https://www.instagram.com/p/BwmyiVMh_X_/?utm_source=ig_twitter_share&igshid=lcqz3bymu34g
[1] http://pbwc.org/?spredfast-trk-id=sf211471700

Top URLs in Tweet in G2:
[2] http://bycell.co/igsd
[2] http://pbwc.org/2019_scholarship_winners/
[1] http://pbwc.org/2019_industryleaders/
[1] https://www.prweb.com/releases/kaiser_permanente_teams_with_professional_businesswomen_of_california_to_empower_women_at_work/prweb16242036.htm
[1] https://www.instagram.com/p/Bwkv8Rigq82/?utm_source=ig_twitter_share&igshid=1fhqwxcaoy988
[1] http://pbwcconference.org
[1] https://twitter.com/pbwc/status/1120515176816631820
[1] https://www.instagram.com/p/BwmqWYgBVTN/?utm_source=ig_twitter_share&igshid=ba2up6urc1m2
[1] https://www.instagram.com/p/BwmnDOrBQ3O/?utm_source=ig_twitter_share&igshid=1vj6dzoy83ssr
[1] https://www.instagram.com/p/BwmtTzXBfg0/?utm_source=ig_twitter_share&igshid=1wv6ty1bwt4ll

Top URLs in Tweet in G4:
[13] https://abc7news.com/careers/30th-annual-pbwc-taking-place-in-sf-today/5266005/
[1] https://abc7news.com/society/abc7-news-morning-digest-tuesday/5266181/
[1] https://twitter.com/mikeniccoabc7/status/1120676445896892416
[1] https://lnkd.in/gQVYuZg
[1] https://lnkd.in/gWTY_bE

Top URLs in Tweet in G5:
[6] https://www.linkedin.com/slink?code=g8zD8Ah
[3] https://startupmarketingonline.com/2017/08/03/words-matter/
[1] https://amazon.com/dp/1732543100
[1] https://lnkd.in/g5CzptE
[1] https://startupmarketingonline.com/
[1] https://startupmarketingonline.com/2015/09/29/sentiment-analysis-exposed/
[1] https://www.bluejeans.com/blog/gender-equality-pbwc
[1] http://pbwc.org/

Top URLs in Tweet in G6:
[1] https://www.2020wob.com/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[517] pbwc
[347] unstoppablelikeme
[27] iamintel
[26] unstoppable
[15] startup
[15] unstoppableintel
[15] womenintech
[13] ceo
[11] marketing
[11] hpproud



Top Hashtags in Tweet in G1:
[85] pbwc
[47] unstoppablelikeme
[8] iamintel
[6] unstoppable
[3] unstoppableintel
[2] sf
[2] theview
[2] tuesdaythoughts
[2] worldbookday
[2] 2020census

Top Hashtags in Tweet in G2:
[107] pbwc
[79] unstoppablelikeme
[11] scholarship
[9] magis
[5] unstoppable
[4] kpthrive
[3] ootd
[3] wday
[3] diversity
[3] inclusion

Top Hashtags in Tweet in G3:
[59] pbwc
[51] unstoppablelikeme
[5] cisco
[3] wearecisco
[3] webex
[2] lovewhereyouwork
[2] iamintel
[2] prettybigmovement
[1] welldeserved
[1] goodtrouble

Top Hashtags in Tweet in G4:
[69] pbwc
[45] unstoppablelikeme
[6] unstoppable
[2] renekim
[2] bigconference
[1] weinvest
[1] warriors
[1] leadership
[1] mentoring
[1] pbwc19

Top Hashtags in Tweet in G5:
[52] pbwc
[30] unstoppablelikeme
[14] startup
[13] ceo
[11] marketing
[10] momlife
[8] womenofpower
[8] business
[7] mompreneurs
[7] womenwhocode

Top Hashtags in Tweet in G6:
[49] pbwc
[48] unstoppablelikeme
[2] wearecisco
[2] lovewhereyouwork
[1] girlswhoinvest
[1] unstoppable
[1] manndeshi
[1] manndeshifoundation
[1] wdaylife

Top Hashtags in Tweet in G7:
[22] pbwc
[14] unstoppablelikeme
[10] hpproud
[1] leadership
[1] influence
[1] diversityandinclusion
[1] hp
[1] reinventmindsets
[1] womenintech

Top Hashtags in Tweet in G8:
[12] pbwc
[3] unstoppablelikeme
[2] unstoppable
[1] diversityintech

Top Hashtags in Tweet in G9:
[16] pbwc
[4] unstoppablelikeme
[4] hpatpbwc
[3] sanfrancisco
[1] diversityandinclusion
[1] genderdiversity
[1] womenatdelphix
[1] keynote
[1] hpproud
[1] unstoppable

Top Hashtags in Tweet in G10:
[18] pbwc
[11] iamintel
[9] unstoppablelikeme
[9] unstoppableintel
[5] unstoppable
[1] womenempowerment

Top Words
Top Words in Tweet in Entire Graph:
[631] Words in Sentiment List#1: Positive
[157] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[11703] Non-categorized Words
[12491] Total Words
[512] #pbwc
[347] #unstoppablelikeme
[196] pbwc
[175] women
[93] conference

Top Words in Tweet in G1:
[84] #pbwc
[47] #unstoppablelikeme
[20] women
[11] unstoppable
[8] #iamintel
[8] poor
[7] conference
[7] bank
[7] gala
[7] sinha

Top Words in Tweet in G2:
[107] #pbwc
[83] pbwc
[79] #unstoppablelikeme
[35] women
[27] conference
[23] unstoppable
[19] 30th
[18] today
[16] s
[15] annual

Top Words in Tweet in G3:
[59] #pbwc
[51] #unstoppablelikeme
[19] women
[13] congress
[11] laurenunderwood
[11] pbwc
[9] s
[9] make
[9] deb4congressnm
[8] bank

Top Words in Tweet in G4:
[69] #pbwc
[45] #unstoppablelikeme
[32] pbwc
[16] women
[16] s
[14] conference
[11] cecilerichards
[10] unstoppable
[10] abc7newsbayarea
[8] poor

Top Words in Tweet in G5:
[52] #pbwc
[30] #unstoppablelikeme
[28] step
[27] bluejeansnet
[20] conference
[15] women
[14] #startup
[13] #ceo
[12] become
[12] pbwc

Top Words in Tweet in G6:
[49] #pbwc
[48] #unstoppablelikeme
[15] women
[9] people
[8] yes
[7] ai
[6] poor
[6] make
[6] help
[6] india

Top Words in Tweet in G7:
[22] #pbwc
[18] women
[15] hp
[14] #unstoppablelikeme
[14] unstoppable
[14] gender
[12] today
[12] pbwc
[11] make
[11] conference

Top Words in Tweet in G8:
[13] t
[12] #pbwc
[11] women
[7] queenmollymol
[5] wait
[5] mentors
[5] leaders
[5] go
[5] mentor
[5] someone

Top Words in Tweet in G9:
[16] #pbwc
[11] women
[8] pbwc
[8] don
[8] t
[8] wait
[6] re
[6] londonbreed
[5] ready
[4] more

Top Words in Tweet in G10:
[18] #pbwc
[11] #iamintel
[9] #unstoppablelikeme
[9] #unstoppableintel
[6] intel
[5] iamprettybig
[5] unstoppable
[5] #unstoppable
[4] see
[4] excited

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[221] #pbwc,#unstoppablelikeme
[64] #unstoppablelikeme,#pbwc
[39] unstoppable,women
[34] 7,000
[31] 30th,annual
[29] san,francisco
[29] 000,unstoppable
[27] don,t
[25] annual,conference
[22] 4,23

Top Word Pairs in Tweet in G1:
[27] #pbwc,#unstoppablelikeme
[10] #unstoppablelikeme,#pbwc
[7] gala,sinha
[6] chetna,gala
[5] #unstoppable,#pbwc
[5] sinha,founder
[5] mann,deshi
[4] unstoppable,women
[4] mayor,london
[4] london,breed

Top Word Pairs in Tweet in G2:
[54] #pbwc,#unstoppablelikeme
[14] 30th,annual
[12] san,francisco
[11] annual,conference
[10] #unstoppablelikeme,#pbwc
[9] 4,23
[9] unstoppable,women
[9] stignatius,#magis
[8] 7,000
[7] 000,unstoppable

Top Word Pairs in Tweet in G3:
[35] #pbwc,#unstoppablelikeme
[11] #unstoppablelikeme,#pbwc
[5] elected,congress
[5] deb4congressnm,katiehill4ca
[5] katiehill4ca,laurenunderwood
[4] make,change
[4] chetna,gala
[4] gala,sinha
[4] poor,solutions
[4] solutions,poor

Top Word Pairs in Tweet in G4:
[26] #pbwc,#unstoppablelikeme
[8] #unstoppablelikeme,#pbwc
[6] pbwc,#pbwc
[6] professional,businesswomen
[5] businesswomen,california
[5] california,conference
[5] don,t
[4] planned,parenthood
[4] #pbwc,#unstoppable
[4] congresswoman,jackiespeier

Top Word Pairs in Tweet in G5:
[18] #pbwc,#unstoppablelikeme
[13] step,step
[12] become,#ceo
[10] #startup,step
[9] 7,000
[9] 000,unstoppable
[9] unstoppable,women
[9] 4,23
[9] 30th,annual
[9] annual,conference

Top Word Pairs in Tweet in G6:
[37] #pbwc,#unstoppablelikeme
[6] #unstoppablelikeme,#pbwc
[4] chetnavsinha,#pbwc
[4] run,office
[4] focus,people
[4] yes,#unstoppablelikeme
[3] poor,solutions
[3] solutions,poor
[3] poor,people
[3] cecilerichards,#pbwc

Top Word Pairs in Tweet in G7:
[12] #pbwc,#unstoppablelikeme
[10] today,hp
[10] 7,000
[10] 000,unstoppable
[10] unstoppable,women
[9] #hpproud,one
[9] one,7
[9] women,pbwc
[9] pbwc,conference
[9] conference,today

Top Word Pairs in Tweet in G8:
[6] queenmollymol,#pbwc
[5] women,t
[5] t,wait
[5] wait,women
[5] women,mentors
[5] mentors,leaders
[5] leaders,go
[5] go,mentor
[5] mentor,someone
[5] someone,doesn

Top Word Pairs in Tweet in G9:
[8] don,t
[8] t,wait
[5] re,ready
[4] motto,now
[4] now,women
[4] women,start
[4] start,before
[4] before,re
[4] ready,don
[4] wait,perfect

Top Word Pairs in Tweet in G10:
[7] #unstoppableintel,#iamintel
[4] #pbwc,#unstoppablelikeme
[3] excited,intel
[3] intel,booth
[3] booth,coming
[3] coming,together
[3] together,come
[3] come,see
[3] see,tomorrow
[3] tomorrow,#pbwc

Top Replied-To
Top Replied-To in Entire Graph:
@pbwc
@kpnorcal
@cecilerichards
@brianmharman
@chetnavsinha
@laurasicola
@queenmollymol
@patriciarbowen
@ellesegal
@lifebeinglived

Top Replied-To in G2:
@pbwc
@kpnorcal
@brianmharman

Top Replied-To in G3:
@amyegallo
@cecilerichards
@laurenunderwood
@deb4congressnm
@repdebhaaland

Top Replied-To in G4:
@cecilerichards

Top Replied-To in G5:
@jensiebelnewsom
@bluejeansnet
@seemahingorani

Top Replied-To in G6:
@chetnavsinha

Top Replied-To in G7:
@laurasicola

Top Replied-To in G8:
@queenmollymol

Top Replied-To in G9:
@patriciarbowen
@lifebeinglived
@ellesegal

Top Replied-To in G10:
@iamprettybig

Top Mentioned
Top Mentioned in Entire Graph:
@pbwc
@cecilerichards
@bluejeansnet
@hp
@jensiebelnewsom
@londonbreed
@abc7newsbayarea
@laurenunderwood
@jcafesin
@karenkahn

Top Mentioned in G2:
@pbwc
@stignatius
@bankofthewest
@kpnorcal
@cecilerichards
@duanemorrisllp
@aboutkp
@stignatiusmagis
@workday

Top Mentioned in G3:
@laurenunderwood
@deb4congressnm
@pbwc
@repspeier
@katiehill4ca
@cecilerichards
@repkatiehill
@devora_
@jensiebelnewsom
@repdebhaaland

Top Mentioned in G4:
@pbwc
@cecilerichards
@abc7newsbayarea
@jackiespeier
@amyhollyfield
@jessicaabc7
@cherylcammedia
@dionlimtv
@geenarocero
@jensiebelnewsom

Top Mentioned in G5:
@bluejeansnet
@pbwc
@jcafesin
@bluej
@ro_saccone
@jensiebelnewsom
@emdowling
@cecilerichards
@alexroddy
@londonbreed

Top Mentioned in G6:
@chetnavsinha
@pbwc
@seemahingorani
@cecilerichards
@roxsanarh
@manndeshiorg
@workday
@kpmg
@prabhatonground
@emifoley

Top Mentioned in G7:
@hp
@pbwc
@karenkahn
@cecilerichards
@hpchannelnews
@amyegallo
@anneliese_olson
@dailyslate
@j
@seemahingorani

Top Mentioned in G8:
@queenmollymol
@nnaroosa
@queenmolly
@pbwc
@salesforceeq
@mmlafleur
@byasminmartinez
@queenm
@amyegallo
@cecilerichards

Top Mentioned in G9:
@londonbreed
@pbwc
@delphix
@jackiespeier
@mckinsey
@dmahajan
@cecilerichards
@emilyhornsf
@karenkahn
@hp

Top Mentioned in G10:
@intel
@iamprettybig
@alexakorkos
@omaracailin
@pbwc
@amyegallo
@triciaoliverio
@nancysanchez

Top Tweeters
Top Tweeters in Entire Graph:
@abc7newsbayarea
@time
@race2diversity
@sandhyaabc7
@kcbsradio
@mark_kido
@tagdef
@thecube
@indivisibleil14
@antface1

Top Tweeters in G1:
@tagdef
@trendssf
@excitingrole
@artmakerpoet
@vincentvalle
@mihaela_v
@crodsma
@kagorges
@unhiddenvalley
@warbler0606

Top Tweeters in G2:
@sandhyaabc7
@mark_kido
@salesforce
@airbnb
@drewtumaabc7
@thartman2u
@stignatius
@bankofthewest
@duanemorrisllp
@microsoft

Top Tweeters in G3:
@indivisibleil14
@cherylabc7
@jade3457
@japman_bajaj
@jovicat
@tyleranneliese
@devora_
@deb4congressnm
@repspeier
@cec

Top Tweeters in G4:
@abc7newsbayarea
@antface1
@itjheu
@mikeniccoabc7
@tarotofdeath
@dionlimtv
@charlesschwab
@cisco
@abcdeskguy
@amyhollyfield

Top Tweeters in G5:
@bluej
@bluejeansnet
@jcafesin
@womencodersbot
@viewkarma
@teddfox
@jensiebelnewsom
@hantsdude
@anna_ballard
@skumar9794

Top Tweeters in G6:
@workday
@kpmg
@polycompany
@bookervanburen
@frasercom
@chetnavsinha
@annenb
@manndeshiorg
@emifoley
@roxsanarh

Top Tweeters in G7:
@race2diversity
@hp
@hbcubusiness
@hpcareers
@joannapopper
@inte
@vincentbrissot
@hpchannelnews
@kderkits
@j

Top Tweeters in G8:
@anikabalkan
@greatonthejob
@mmlafleur
@allylegend
@lizameak
@queenmollymol
@salesforceeq
@boldforce
@nnaroosa
@amyegallo

Top Tweeters in G9:
@pooja_luvindia
@mckinsey
@delphix
@rebellerally
@londonbreed
@nicolekidman
@emilyhornsf
@lifebeinglived
@hitzkee
@steph_anne_

Top Tweeters in G10:
@intel
@alexakorkos
@taylorrmckay
@sofmata
@ceomara23
@iamprettybig
@nancysanchez
@tmgarrett1
@triciaoliverio
@danajovdc


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