#womensmarchsf, Twitter, 1/19/2019 8:32:24 PM, 182525


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#womensmarchsf_2019-01-19_12-25-24.xlsx
#womensmarchsf_2019-01-19_12-25-24.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
January 19, 2019
Short Description:
#womensmarchsf via NodeXL http://bit.ly/2TZJ8Kb
@brokeassstuart
@goldngater
@womensmarch
@pwongview
@abc7newsbayarea
@jessegillette
@terisasiagatonu
@sophieriggsby
@supergirlofsf
@strickalator

Top hashtags:
#womensmarchsf
#womensmarch2019
#womenswave
#womensmarch

Description:
Description
The graph represents a network of 107 Twitter users whose recent tweets contained "#womensmarchsf", 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 Saturday, 19 January 2019 at 20:27 UTC.

The tweets in the network were tweeted over the 7-day, 1-hour, 22-minute period from Saturday, 12 January 2019 at 19:04 UTC to Saturday, 19 January 2019 at 20:27 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 : 107
Unique Edges : 100
Edges With Duplicates : 47
Total Edges : 147
Self-Loops : 56
Reciprocated Vertex Pair Ratio : 0.0384615384615385
Reciprocated Edge Ratio : 0.0740740740740741
Connected Components : 41
Single-Vertex Connected Components : 19
Maximum Vertices in a Connected Component : 11
Maximum Edges in a Connected Component : 21
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 1.430799
Graph Density : 0.00714159760183389
Modularity : 0.625561
NodeXL Version : 1.0.1.408

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[5] https://brokeassstuart.com/2019/01/17/all-the-womens-march-bay-area-info-beyond/
[2] http://goldengate.org
[1] https://www.trendsmap.com/local/us/san+francisco?utm_source=twitter&utm_medium=social&utm_campaign=al&utm_term=h##womensmarchsf
[1] https://twitter.com/womensmarch/status/1086587654899142657
[1] https://untitledartfairs.com/san-francisco/program/event/01-19-2019/michele-pred-body-business
[1] https://abc7news.com/society/3rd-annual-womens-march-in-sf-saturday/5096498/?sf206262894=1
[1] https://twitter.com/berkeleyantifa/status/1086369147964063744
[1] https://womensmarchbayarea.org/
[1] https://www.thedailybeast.com/the-democratic-party-drops-its-sponsorship-of-the-womens-march-amid-farrakhan-blow-up
[1] https://www.7x7.com/33-free-awesome-womens-march-posters-2625845753.html?utm_campaign=RebelMouse&share_id=4309767&utm_medium=social&utm_source=twitter&utm_content=7x7

Top URLs in Tweet in G1:
[1] https://www.eventbrite.com/e/womens-march-san-francisco-2019-tickets-50992981380
[1] https://www.7x7.com/33-free-awesome-womens-march-posters-2625845753.html?utm_campaign=RebelMouse&share_id=4309767&utm_medium=social&utm_source=twitter&utm_content=7x7
[1] https://www.trendsmap.com/local/us/san+francisco?utm_source=twitter&utm_medium=social&utm_campaign=al&utm_term=h##womensmarchsf

Top URLs in Tweet in G2:
[5] https://brokeassstuart.com/2019/01/17/all-the-womens-march-bay-area-info-beyond/

Top URLs in Tweet in G3:
[1] https://www.thedailybeast.com/the-democratic-party-drops-its-sponsorship-of-the-womens-march-amid-farrakhan-blow-up

Top URLs in Tweet in G4:
[1] https://abc7news.com/society/3rd-annual-womens-march-in-sf-saturday/5096498/?sf206262894=1

Top URLs in Tweet in G7:
[1] https://twitter.com/wmarchsf/status/1084700254933401600

Top URLs in Tweet in G8:
[1] https://twitter.com/womensmarch/status/1086587654899142657

Top URLs in Tweet in G10:
[2] http://goldengate.org

Top Domains
Top Domains in Tweet in Entire Graph:
[5] brokeassstuart.com
[3] twitter.com
[2] goldengate.org
[1] trendsmap.com
[1] untitledartfairs.com
[1] abc7news.com
[1] womensmarchbayarea.org
[1] thedailybeast.com
[1] 7x7.com
[1] eventbrite.com

Top Domains in Tweet in G1:
[1] eventbrite.com
[1] 7x7.com
[1] trendsmap.com

Top Domains in Tweet in G2:
[5] brokeassstuart.com

Top Domains in Tweet in G3:
[1] thedailybeast.com

Top Domains in Tweet in G4:
[1] abc7news.com

Top Domains in Tweet in G7:
[1] twitter.com

Top Domains in Tweet in G8:
[1] twitter.com

Top Domains in Tweet in G10:
[2] goldengate.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[101] womensmarchsf
[33] womensmarch2019
[27] womenswave
[25] womensmarch
[13] womensmarchla
[12] womensmarchnyc
[12] womensmarchdc
[11] truthtopower
[10] sf
[8] womensmarchglobal



Top Hashtags in Tweet in G1:
[32] womensmarchsf
[13] womensmarch2019
[12] womensmarch
[9] womensmarchla
[8] womenswave
[8] womensmarchglobal
[8] womensmarch19
[8] womensmarchdc
[8] womensmarchnyc
[8] womensmarchchicago

Top Hashtags in Tweet in G2:
[11] womensmarchsf
[7] womenswave
[6] womensmarch
[6] bas
[6] sf
[6] oakland
[5] womensmarch2019
[4] truthtopower
[2] meetmeatthemarch
[1] womensmarchpetaluma

Top Hashtags in Tweet in G3:
[6] womensmarchsf
[2] resisters
[2] womensmarch
[1] womensmarchoakland
[1] fbr
[1] strongertogether
[1] truthtopower
[1] womenswave
[1] impeachtrump
[1] farrakhan

Top Hashtags in Tweet in G4:
[1] womensmarchsf

Top Hashtags in Tweet in G5:
[4] womensmarchsf
[3] womensmarch2019
[1] earth

Top Hashtags in Tweet in G6:
[7] womensmarchsf
[3] womenswave

Top Hashtags in Tweet in G7:
[1] womensmarch2019
[1] womensmarchsf
[1] firstgeneration
[1] queer
[1] samoan
[1] woman
[1] woc
[1] yee

Top Hashtags in Tweet in G8:
[4] showyourpower
[4] womensmarchla
[4] womensmarchnyc
[4] womensmarchdc
[4] womensmarchoakland
[4] womensmarchsf
[4] womensmarch2019
[1] womensmarchboston
[1] womensmarchlondon

Top Hashtags in Tweet in G9:
[5] womensmarchsf
[2] womensmarch2019

Top Hashtags in Tweet in G10:
[4] womensmarchsf
[2] sf
[1] sausalito
[1] larkspur
[1] marin
[1] sonoma

Top Words
Top Words in Tweet in Entire Graph:
[55] Words in Sentiment List#1: Positive
[19] Words in Sentiment List#2: Negative
[4] Words in Sentiment List#3: Angry/Violent
[1776] Non-categorized Words
[1850] Total Words
[101] womensmarchsf
[35] march
[33] womensmarch2019
[29] womensmarch
[27] sf

Top Words in Tweet in G1:
[32] womensmarchsf
[13] womensmarch2019
[12] womensmarch
[9] womensmarchla
[8] womenswave
[8] womensmarchglobal
[8] womensmarch19
[8] womensmarchdc
[8] womensmarchnyc
[8] womensmarchchicago

Top Words in Tweet in G2:
[12] info
[11] women's
[11] march
[11] sf
[11] womensmarchsf
[8] brokeassstuart
[7] san
[7] bay
[7] area
[7] womenswave

Top Words in Tweet in G3:
[6] womensmarchsf
[6] womensmarch
[2] don
[2] t
[2] mind
[2] making
[2] sign
[2] resisters
[2] saturday
[2] getting

Top Words in Tweet in G4:
[7] thousands
[7] expected
[7] gather
[7] steps
[7] sf
[7] city
[7] hall
[7] tomorrow
[7] 3rd
[7] annual

Top Words in Tweet in G5:
[4] womensmarchsf
[3] strickalator
[3] alyssa_milano
[3] mollyjongfast
[3] jccsf
[3] potus
[3] supergirlofsf
[3] realdonaldtrump
[3] going
[3] quit

Top Words in Tweet in G6:
[7] womensmarchsf
[5] rally
[3] union
[3] nurses
[3] ready
[3] womenswave
[2] beginning
[2] large
[2] turnout
[2] begins

Top Words in Tweet in G7:
[6] march
[5] frisco
[5] girl
[5] til
[5] saturday
[5] honored
[5] one
[5] speakers
[5] 2019
[5] women's

Top Words in Tweet in G8:
[4] showyourpower
[4] womensmarchla
[4] womensmarchnyc
[4] womensmarchdc
[4] womensmarchoakland
[4] womensmarchsf
[4] womensmarch2019
[3] lisarraine
[3] womensmar

Top Words in Tweet in G9:
[5] womensmarchsf
[4] hate
[3] repping
[3] sarahmgellar
[2] y666mna
[2] don
[2] t
[2] even
[2] thanos
[2] much

Top Words in Tweet in G10:
[6] ride
[4] womensmarchsf
[4] saturday
[4] jan
[4] 19
[4] trips
[4] sf
[3] larkspur
[2] ggf
[2] supplement

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[20] women's,march
[16] san,francisco
[10] womensmarchsf,womensmarch2019
[8] womensmarch2019,womensmarchsf
[8] womensmarch,womensmarchglobal
[8] womensmarchglobal,womensmarchla
[8] womensmarchla,womensmarch19
[8] womensmarch19,womensmarch2019
[8] womensmarch2019,womensmarchdc
[8] womensmarchdc,womensmarchnyc

Top Word Pairs in Tweet in G1:
[8] womensmarch,womensmarchglobal
[8] womensmarchglobal,womensmarchla
[8] womensmarchla,womensmarch19
[8] womensmarch19,womensmarch2019
[8] womensmarch2019,womensmarchdc
[8] womensmarchdc,womensmarchnyc
[8] womensmarchnyc,womensmarchchicago
[8] womensmarchchicago,womensmarchsf
[8] womensmarchsf,womensmarchseattle
[7] womensmarchseattle,womenswave

Top Word Pairs in Tweet in G2:
[11] women's,march
[7] bay,area
[6] march,bay
[6] womenswave,bas
[6] bas,womensmarchsf
[6] womensmarchsf,sf
[6] sf,oakland
[5] march,info
[5] info,san
[5] san,jose

Top Word Pairs in Tweet in G3:
[2] don,t
[2] t,mind
[2] mind,making
[2] making,womensmarchsf
[2] womensmarchsf,sign

Top Word Pairs in Tweet in G4:
[7] thousands,expected
[7] expected,gather
[7] gather,steps
[7] steps,sf
[7] sf,city
[7] city,hall
[7] hall,tomorrow
[7] tomorrow,3rd
[7] 3rd,annual
[7] annual,women

Top Word Pairs in Tweet in G5:
[3] alyssa_milano,mollyjongfast
[3] mollyjongfast,jccsf
[3] jccsf,potus
[3] potus,supergirlofsf
[3] supergirlofsf,realdonaldtrump
[3] realdonaldtrump,going
[3] going,quit
[3] quit,one
[3] one,woman
[3] womensmarch2019,womensmarchsf

Top Word Pairs in Tweet in G6:
[3] union,nurses
[3] nurses,ready
[3] ready,rally
[3] rally,womensmarchsf
[3] womensmarchsf,womenswave
[2] womensmarchsf,rally
[2] rally,beginning
[2] beginning,large
[2] large,turnout
[2] turnout,begins

Top Word Pairs in Tweet in G7:
[5] frisco,girl
[5] girl,til
[5] til,saturday
[5] saturday,honored
[5] honored,one
[5] one,speakers
[5] speakers,2019
[5] 2019,women's
[5] women's,march
[4] terisasiagatonu,frisco

Top Word Pairs in Tweet in G8:
[4] showyourpower,womensmarchla
[4] womensmarchla,womensmarchnyc
[4] womensmarchnyc,womensmarchdc
[4] womensmarchdc,womensmarchoakland
[4] womensmarchoakland,womensmarchsf
[4] womensmarchsf,womensmarch2019
[3] lisarraine,showyourpower
[3] womensmarch2019,womensmar

Top Word Pairs in Tweet in G9:
[3] repping,sarahmgellar
[3] sarahmgellar,womensmarchsf
[2] y666mna,repping
[2] don,t
[2] t,even
[2] even,hate
[2] hate,thanos
[2] thanos,much
[2] much,hate
[2] hate,trump

Top Word Pairs in Tweet in G10:
[4] womensmarchsf,saturday
[4] saturday,jan
[4] jan,19
[2] ride,ggf
[2] ggf,womensmarchsf
[2] 19,supplement
[2] supplement,weekend
[2] weekend,service
[2] service,added
[2] added,trips

Top Replied-To
Top Replied-To in Entire Graph:
@alyssa_milano

Top Replied-To in G5:
@alyssa_milano

Top Mentioned
Top Mentioned in Entire Graph:
@brokeassstuart
@kron4news
@abc7newsbayarea
@pdjegal
@womensmarch
@terisasiagatonu
@lisarraine
@sarahmgellar
@strickalator
@mollyjongfast

Top Mentioned in G2:
@brokeassstuart
@adultlifeskills
@4star_theatre
@pwongview

Top Mentioned in G3:
@womensmarch
@jessegillette
@tamikamallory
@bobblanddesign
@lsarsour
@msladyjustice1

Top Mentioned in G4:
@abc7newsbayarea

Top Mentioned in G5:
@strickalator
@mollyjongfast
@jccsf
@potus
@supergirlofsf
@realdonaldtrump
@alyssa_milano

Top Mentioned in G6:
@calnurses
@sheilaf2002
@hadassahnegron

Top Mentioned in G7:
@terisasiagatonu

Top Mentioned in G8:
@lisarraine

Top Mentioned in G9:
@sarahmgellar
@y666mna
@yassxa

Top Mentioned in G10:
@bayareaclipper
@goldengateferry
@goldengatebus

Top Tweeters
Top Tweeters in Entire Graph:
@abc7newsbayarea
@tigerbeat
@kron4news
@mollyjongfast
@lsarsour
@coolgrey
@lynninca
@sophieriggsby
@keri_lowe_
@strickalator

Top Tweeters in G1:
@keri_lowe_
@theurv
@trendssf
@judesb
@imeluny
@7x7
@morningroja
@wberrazeg
@djconnel
@mackerelcat

Top Tweeters in G2:
@coolgrey
@brokeassstuart
@sk_sfbay
@pwongview
@mvcherryblossom
@tisiwoota
@nik_shine
@adultlifeskills
@alexmaksf
@4star_theatre

Top Tweeters in G3:
@lsarsour
@goldngater
@furealdt1
@womensmarch
@msladyjustice1
@mybluewristband
@bobblanddesign
@jessegillette
@element_tim
@tamikamallory

Top Tweeters in G4:
@abc7newsbayarea
@kristiannec
@brendaelialara1
@cfairyfay
@cruzn101
@denise_teez
@ethan_vella

Top Tweeters in G5:
@mollyjongfast
@strickalator
@alyssa_milano
@realdonaldtrump
@supergirlofsf
@jccsf
@potus

Top Tweeters in G6:
@sophieriggsby
@calnurses
@organize4power
@sheilaf2002
@hadassahnegron

Top Tweeters in G7:
@betweenlilo
@dianamoon
@yesikastarr
@terisasiagatonu
@itsmonakhalil

Top Tweeters in G8:
@socialheadliner
@garcelleb
@street_cormier
@lisarraine

Top Tweeters in G9:
@yassxa
@y666mna
@sarahmgellar
@marialuv28

Top Tweeters in G10:
@cxarli
@bayareaclipper
@goldengatebus
@goldengateferry


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