#PBWC, Twitter, 4/23/2019 7:47:58 PM, 194656


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#PBWC_2019-04-23_12-40-56.xlsx
#PBWC_2019-04-23_12-40-56.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
April 23, 2019
Short Description:
#PBWC via NodeXL http://bit.ly/2L0vjf1
@pbwc
@cecilerichards
@nnaroosa
@abc7newsbayarea
@tyleranneliese
@thecube
@kavitaj
@bluejeansnet
@duanemorrisllp
@deb4congressnm

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

Description:
Description
The graph represents a network of 332 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 19:41 UTC.

The tweets in the network were tweeted over the 8-day, 20-hour, 58-minute period from Sunday, 14 April 2019 at 22:41 UTC to Tuesday, 23 April 2019 at 19:39 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 : 332
Unique Edges : 484
Edges With Duplicates : 356
Total Edges : 840
Self-Loops : 179
Reciprocated Vertex Pair Ratio : 0.05
Reciprocated Edge Ratio : 0.0952380952380952
Connected Components : 69
Single-Vertex Connected Components : 61
Maximum Vertices in a Connected Component : 249
Maximum Edges in a Connected Component : 740
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.301358
Graph Density : 0.00458632111527682
Modularity : 0.437661
NodeXL Version : 1.0.1.411

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[12] https://abc7news.com/careers/30th-annual-pbwc-taking-place-in-sf-today/5266005/
[5] https://www.linkedin.com/slink?code=g8zD8Ah
[3] https://cards.twitter.com/cards/18ce54spnb6/6jwx2
[3] https://startupmarketingonline.com/2017/08/03/words-matter/
[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:
[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 G2:
[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 G4:
[12] https://abc7news.com/careers/30th-annual-pbwc-taking-place-in-sf-today/5266005/
[1] https://twitter.com/mikeniccoabc7/status/1120676445896892416
[1] https://lnkd.in/gQVYuZg
[1] https://lnkd.in/gWTY_bE
[1] https://abc7news.com/society/abc7-news-morning-digest-tuesday/5266181/

Top URLs in Tweet in G5:
[5] https://www.linkedin.com/slink?code=g8zD8Ah
[3] https://startupmarketingonline.com/2017/08/03/words-matter/
[1] https://www.bluejeans.com/blog/gender-equality-pbwc
[1] http://pbwc.org/
[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/

Top URLs in Tweet in G9:
[1] https://www.2020wob.com/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[483] pbwc
[322] unstoppablelikeme
[26] iamintel
[21] unstoppable
[15] unstoppableintel
[15] womenintech
[15] startup
[11] hpproud
[11] scholarship
[11] ceo



Top Hashtags in Tweet in G1:
[99] pbwc
[72] unstoppablelikeme
[11] scholarship
[9] magis
[4] kpthrive
[3] ootd
[3] wday
[3] diversity
[3] inclusion
[3] trans

Top Hashtags in Tweet in G2:
[80] pbwc
[43] unstoppablelikeme
[8] iamintel
[6] unstoppable
[3] unstoppableintel
[2] sf
[2] theview
[2] tuesdaythoughts
[2] worldbookday
[2] 2020census

Top Hashtags in Tweet in G3:
[50] pbwc
[42] unstoppablelikeme
[5] cisco
[3] wearecisco
[3] webex
[2] prettybigmovement
[2] lovewhereyouwork
[1] welldeserved
[1] goodtrouble
[1] phenomenalwomen

Top Hashtags in Tweet in G4:
[62] pbwc
[48] unstoppablelikeme
[3] unstoppable
[2] renekim
[2] bigconference
[1] leadership
[1] mentoring
[1] pbwc19
[1] wit
[1] lifeatnetapp

Top Hashtags in Tweet in G5:
[41] pbwc
[22] unstoppablelikeme
[14] startup
[11] ceo
[9] marketing
[9] momlife
[8] womenofpower
[8] business
[7] womenwhocode
[6] teamblue

Top Hashtags in Tweet in G6:
[21] pbwc
[13] unstoppablelikeme
[10] hpproud
[1] diversityandinclusion
[1] hp
[1] reinventmindsets
[1] womenintech
[1] leadership
[1] influence

Top Hashtags in Tweet in G7:
[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 G8:
[12] pbwc
[3] unstoppablelikeme
[2] unstoppable
[1] diversityintech

Top Hashtags in Tweet in G9:
[32] pbwc
[31] unstoppablelikeme
[1] girlswhoinvest
[1] unstoppable
[1] manndeshi
[1] manndeshifoundation
[1] jennifersiebel
[1] wdcemployee

Top Hashtags in Tweet in G10:
[27] pbwc
[20] unstoppablelikeme
[2] wearecisco
[2] lovewhereyouwork
[1] wdaylife
[1] abc7now

Top Words
Top Words in Tweet in Entire Graph:
[597] Words in Sentiment List#1: Positive
[144] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[10993] Non-categorized Words
[11734] Total Words
[478] #pbwc
[322] #unstoppablelikeme
[188] pbwc
[165] women
[87] conference

Top Words in Tweet in G1:
[99] #pbwc
[79] pbwc
[72] #unstoppablelikeme
[33] women
[24] conference
[23] unstoppable
[18] today
[16] s
[16] 30th
[15] honored

Top Words in Tweet in G2:
[79] #pbwc
[43] #unstoppablelikeme
[19] women
[10] unstoppable
[8] #iamintel
[8] poor
[7] bank
[7] gala
[7] sinha
[6] #unstoppable

Top Words in Tweet in G3:
[50] #pbwc
[42] #unstoppablelikeme
[17] women
[12] congress
[11] laurenunderwood
[9] deb4congressnm
[8] amazing
[8] pbwc
[8] elected
[8] make

Top Words in Tweet in G4:
[62] #pbwc
[48] #unstoppablelikeme
[26] pbwc
[15] s
[14] women
[12] cecilerichards
[10] poor
[10] abc7newsbayarea
[9] people
[7] change

Top Words in Tweet in G5:
[41] #pbwc
[27] bluejeansnet
[24] step
[22] #unstoppablelikeme
[20] conference
[14] #startup
[12] pbwc
[11] women
[11] #ceo
[10] jcafesin

Top Words in Tweet in G6:
[21] #pbwc
[18] women
[15] hp
[14] unstoppable
[13] #unstoppablelikeme
[13] gender
[12] today
[12] pbwc
[11] make
[11] conference

Top Words in Tweet in G7:
[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 G8:
[12] #pbwc
[11] t
[9] women
[7] queenmollymol
[4] seat
[4] table
[4] folding
[4] chair
[4] wait
[4] mentors

Top Words in Tweet in G9:
[32] #pbwc
[31] #unstoppablelikeme
[11] women
[8] poor
[8] people
[6] chetnavsinha
[5] make
[5] never
[5] run
[5] pbwc

Top Words in Tweet in G10:
[27] #pbwc
[20] #unstoppablelikeme
[8] women
[7] conference
[5] yes
[5] proud
[5] s
[5] underway
[5] pbwc
[4] outana

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[201] #pbwc,#unstoppablelikeme
[61] #unstoppablelikeme,#pbwc
[38] unstoppable,women
[34] 7,000
[29] 000,unstoppable
[28] san,francisco
[27] 30th,annual
[26] don,t
[24] annual,conference
[22] 4,23

Top Word Pairs in Tweet in G1:
[47] #pbwc,#unstoppablelikeme
[12] san,francisco
[11] 30th,annual
[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 G2:
[25] #pbwc,#unstoppablelikeme
[9] #unstoppablelikeme,#pbwc
[7] gala,sinha
[6] chetna,gala
[5] #unstoppable,#pbwc
[5] sinha,founder
[5] mann,deshi
[4] mayor,london
[4] london,breed
[4] poor,solutions

Top Word Pairs in Tweet in G3:
[27] #pbwc,#unstoppablelikeme
[11] #unstoppablelikeme,#pbwc
[5] elected,congress
[5] deb4congressnm,katiehill4ca
[5] katiehill4ca,laurenunderwood
[4] chetna,gala
[4] gala,sinha
[4] jensiebelnewsom,#pbwc
[3] 3,new
[3] women,pbwc

Top Word Pairs in Tweet in G4:
[24] #pbwc,#unstoppablelikeme
[14] #unstoppablelikeme,#pbwc
[5] provide,poor
[5] poor,solutions
[5] solutions,poor
[5] poor,people
[5] chetna,gala
[5] gala,sinha
[5] start,before
[5] pbwc,#pbwc

Top Word Pairs in Tweet in G5:
[17] #pbwc,#unstoppablelikeme
[11] step,step
[10] 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:
[11] #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 G7:
[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 G8:
[6] queenmollymol,#pbwc
[4] seat,table
[4] folding,chair
[4] women,t
[4] t,wait
[4] wait,women
[4] women,mentors
[4] mentors,leaders
[4] leaders,go
[4] go,mentor

Top Word Pairs in Tweet in G9:
[28] #pbwc,#unstoppablelikeme
[4] poor,solutions
[4] solutions,poor
[4] poor,people
[4] chetnavsinha,#pbwc
[4] run,office
[4] cecilerichards,#pbwc
[3] never,provide
[3] provide,poor
[2] people,courage

Top Word Pairs in Tweet in G10:
[10] #pbwc,#unstoppablelikeme
[5] #unstoppablelikeme,#pbwc
[4] yes,#unstoppablelikeme
[3] #pbwc,chetna
[3] chetna,challenged
[3] challenged,india
[3] india,opened
[3] opened,mann
[3] mann,deshi
[3] deshi,bank

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

Top Replied-To in G1:
@kpnorcal
@pbwc

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

Top Replied-To in G4:
@cecilerichards

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

Top Replied-To in G6:
@laurasicola

Top Replied-To in G7:
@patriciarbowen
@ellesegal
@lifebeinglived

Top Replied-To in G8:
@queenmollymol

Top Replied-To in G9:
@chetnavsinha

Top Mentioned
Top Mentioned in Entire Graph:
@pbwc
@cecilerichards
@bluejeansnet
@hp
@jensiebelnewsom
@londonbreed
@abc7newsbayarea
@karenkahn
@laurenunderwood
@deb4congressnm

Top Mentioned in G1:
@pbwc
@stignatius
@bankofthewest
@kpnorcal
@cecilerichards
@duanemorrisllp
@aboutkp
@stignatiusmagis
@workday

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

Top Mentioned in G4:
@pbwc
@cecilerichards
@abc7newsbayarea
@jessicaabc7
@jensiebelnewsom
@cherylcammedia
@dionlimtv
@jackiespeier
@netappwit
@kowthajanaki

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

Top Mentioned in G6:
@hp
@pbwc
@karenkahn
@cecilerichards
@anneliese_olson
@hpchannelnews
@amyegallo
@dailyslate
@j
@seemahingorani

Top Mentioned in G7:
@londonbreed
@pbwc
@delphix
@jackiespeier
@mckinsey
@dmahajan
@cecilerichards
@emilyhornsf
@karenkahn
@hp

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

Top Mentioned in G9:
@chetnavsinha
@cecilerichards
@pbwc
@manndeshiorg
@seemahingorani
@kpmg
@prabhatonground
@devora_
@repdebhaaland
@annenb

Top Mentioned in G10:
@pbwc
@roxsanarh
@workday
@amyhollyfield
@emifoley
@geenarocero
@delaneyyyg
@tatianaware
@seemahingorani
@londonbreed

Top Tweeters
Top Tweeters in Entire Graph:
@abc7newsbayarea
@time
@race2diversity
@kcbsradio
@mark_kido
@thecube
@indivisibleil14
@antface1
@cherylabc7
@trendssf

Top Tweeters in G1:
@mark_kido
@salesforce
@airbnb
@drewtumaabc7
@thartman2u
@stignatius
@bankofthewest
@duanemorrisllp
@microsoft
@chevron

Top Tweeters in G2:
@trendssf
@excitingrole
@artmakerpoet
@vincentvalle
@mihaela_v
@crodsma
@kagorges
@unhiddenvalley
@warbler0606
@ghandio17

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

Top Tweeters in G4:
@abc7newsbayarea
@antface1
@itjheu
@mikeniccoabc7
@dionlimtv
@charlesschwab
@cisco
@abcdeskguy
@cecilerichards
@jessicaabc7

Top Tweeters in G5:
@bluej
@bluejeansnet
@jcafesin
@womencodersbot
@viewkarma
@teddfox
@hantsdude
@skumar9794
@tophe13
@emdowling

Top Tweeters in G6:
@race2diversity
@hp
@hbcubusiness
@hpcareers
@joannapopper
@inte
@vincentbrissot
@hpchannelnews
@kderkits
@j

Top Tweeters in G7:
@pooja_luvindia
@mckinsey
@delphix
@rebellerally
@londonbreed
@nicolekidman
@emilyhornsf
@lifebeinglived
@hitzkee
@steph_anne_

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

Top Tweeters in G9:
@cherylabc7
@kpmg
@polycompany
@frasercom
@chetnavsinha
@annenb
@manndeshiorg
@sanjanareddy01
@catelyn_orsini
@girlswhoinvest

Top Tweeters in G10:
@tarotofdeath
@workday
@amyhollyfield
@heisolis
@bookervanburen
@geenarocero
@portfolia1
@emifoley
@roxsanarh
@tatianaware


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