FAQ | Problem?
Donate to the Social Media Research Foundation's NodeXL development fund

WomenAndGirls_2017-05-19_10-01-02.xlsx
WomenAndGirls_2017-05-19_10-01-02.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 19, 2017
Short Description:
WomenAndGirls via NodeXL http://bit.ly/2qC1421
@womengirlshub
@newsdeeply
@leannecgray
@icrw
@womenandgirls
@fp2020global
@theirc

Description:
Description
The graph represents a network of 974 Twitter users whose tweets in the requested range contained "WomenAndGirls", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 19 May 2017 at 17:03 UTC.

The requested start date was Friday, 19 May 2017 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 23-hour, 7-minute period from Friday, 05 May 2017 at 00:18 UTC to Thursday, 18 May 2017 at 23:25 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 : 974
Unique Edges : 1331
Edges With Duplicates : 438
Total Edges : 1769
Self-Loops : 202
Reciprocated Vertex Pair Ratio : 0.0346954510408635
Reciprocated Edge Ratio : 0.0670640834575261
Connected Components : 127
Single-Vertex Connected Components : 73
Maximum Vertices in a Connected Component : 623
Maximum Edges in a Connected Component : 1360
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.547182
Graph Density : 0.00141605694617084
Modularity : 0.611472
NodeXL Version : 1.0.1.380

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[52] to
[50] in
[50] Girls
[50] https://www.newsdeeply.com/womenandgirls/articles/2016/10/26/mc-soffia-12-year-old-brazilian-girl-fights-racism-rap
[46] Women
[45] and
[37] the
[37] https://www.newsdeeply.com/womenandgirls/community/2017/05/09/the-man-who-sued-ghanas-government-to-help-domestic-abuse-survivors
[36] of
[34] https://www.newsdeeply.com/womenandgirls/community/2017/05/10/the-fight-against-fgm-in-singapores-malay-muslim-community

Top URLs in Tweet in G1:
[51] to
[47] Girls
[44] in
[43] Women
[42] and
[33] the
[33] https://www.newsdeeply.com/womenandgirls/community/2017/05/09/the-man-who-sued-ghanas-government-to-help-domestic-abuse-survivors
[32] of
[22] for
[21] Violence

Top URLs in Tweet in G2:
[48] https://www.newsdeeply.com/womenandgirls/articles/2016/10/26/mc-soffia-12-year-old-brazilian-girl-fights-racism-rap
[11] https://www.newsdeeply.com/womenandgirls/articles/2017/05/08/video-what-trumps-unfpa-cuts-mean-for-syrian-refugees-in-jordan
[7] https://www.newsdeeply.com/womenandgirls/articles/2017/04/25/video-turkeys-trans-sex-workers-are-the-most-vulnerable-in-europe
[7] https://www.newsdeeply.com/womenandgirls/articles/2017/04/27/graphic-novel-shares-immigrant-womens-stories-of-violence-and-hope
[6] https://www.newsdeeply.com/womenandgirls/articles/2017/05/16/seven-gender-experts-explain-how-to-make-progress-for-women-and-girls
[5] https://www.newsdeeply.com/womenandgirls/articles/2017/05/15/we-are-the-same-blood-the-invisible-lives-of-indias-dalit-women
[5] https://www.newsdeeply.com/womenandgirls/community/2017/05/11/time-to-change-lebanese-law-that-offers-rapists-marriage
[5] https://www.newsdeeply.com/womenandgirls/articles/2017/04/06/tackling-rape-and-assault-in-south-africas-taxi-industry
[5] https://www.newsdeeply.com/womenandgirls/community/2017/04/12/stella-nyanzi-on-the-fight-to-get-free-pads-for-ugandas-schoolgirls
[4] https://www.newsdeeply.com/womenandgirls/community/2017/05/03/from-crisis-comes-opportunity-to-improve-refugees-reproductive-health?utm_source=Global+Health+NOW+Main+List&utm_campaign=ced831bc19-EMAIL_CAMPAIGN_2017_05_04&utm_medium=email&utm_term=0_8d0d062dbd-ced831bc19-860275

Top URLs in Tweet in G3:
[6] https://play.google.com/store/apps/details?id=com.allergiesvscold.healthy
[5] https://www.newsdeeply.com/womenandgirls/articles/2017/05/16/seven-gender-experts-explain-how-to-make-progress-for-women-and-girls
[4] https://www.newsdeeply.com/womenandgirls/community/2017/05/09/the-man-who-sued-ghanas-government-to-help-domestic-abuse-survivors
[4] http://www.dishekimipelinaktayesen.com/
[2] https://www.newsdeeply.com/womenandgirls/community/2017/04/06/end-sexual-slavery-indias-devadasi-economic-empowerment-key
[2] https://www.facebook.com/attn/videos/1346216882080434/
[2] https://www.newsdeeply.com/womenandgirls/community/2017/05/10/the-fight-against-fgm-in-singapores-malay-muslim-community
[2] https://www.newsdeeply.com/womenandgirls/community/2017/04/06/end-sexual-slavery-indias-devadasi-economic-empowerment-key?utm_source=facebookads&utm_medium=cpc&utm_campaign=May2017&utm_term=devadasi&utm_content=devadasi
[2] https://www.newsdeeply.com/womenandgirls/articles/2017/05/15/we-are-the-same-blood-the-invisible-lives-of-indias-dalit-women
[1] https://www.newsdeeply.com/womenandgirls/articles/2017/05/04/teaching-ugandan-girls-to-code-to-keep-them-in-school

Top URLs in Tweet in G4:
[21] https://www.newsdeeply.com/womenandgirls/community/2017/05/03/from-crisis-comes-opportunity-to-improve-refugees-reproductive-health
[7] https://www.newsdeeply.com/womenandgirls/articles/2017/05/10/after-the-floods-zimbabwean-women-are-impatient-to-get-back-to-work?platform=hootsuite
[1] https://www.newsdeeply.com/womenandgirls/articles/2017/05/17/filipino-migrant-workers-pay-the-price-for-lack-of-sex-education
[1] https://www.newsdeeply.com/womenandgirls/articles/2017/04/21/spoiling-the-belly-the-dangers-of-backstreet-abortions-in-liberia?utm_campaign=68ebfc2c61-EMAIL_CAMPAIGN_2017_04_28&utm_medium=email&utm_source=Women+%26+Girls&utm_term=0_b0f0f8619e-68ebfc2c61-117482089
[1] https://twitter.com/i/web/status/864211539632558080
[1] http://trib.al/CGFfNYJ
[1] http://trib.al/ZWyjr5O
[1] http://trib.al/cBfGst1
[1] https://twitter.com/i/web/status/860142203833864193
[1] https://twitter.com/i/web/status/859859197474820098

Top URLs in Tweet in G5:
[1] https://www.newsdeeply.com/womenandgirls/community/2017/04/06/end-sexual-slavery-indias-devadasi-economic-empowerment-key?utm_source=facebookads&utm_medium=cpc&utm_campaign=May2017&utm_term=devadasi&utm_content=devadasi

Top URLs in Tweet in G6:
[4] http://paper.li/WomenAndGirls/1314045119?edition_id=33eb2e90-3531-11e7-85b9-0cc47a0d1609
[4] http://paper.li/WomenAndGirls/1314045119?edition_id=5e4732f0-35fa-11e7-85b9-0cc47a0d1609
[3] http://paper.li/WomenAndGirls/1314045119?edition_id=e8ea5cb0-3b82-11e7-9b48-0cc47a0d1609
[3] http://paper.li/WomenAndGirls/1314045119?edition_id=3f762c80-385e-11e7-9b48-0cc47a0d1609
[3] http://paper.li/WomenAndGirls/1314045119?edition_id=67938b80-3927-11e7-9b48-0cc47a0d1609
[3] http://paper.li/WomenAndGirls/1314045119?edition_id=89010ec0-36c3-11e7-9b48-0cc47a0d1609
[3] http://paper.li/WomenAndGirls/1314045119?edition_id=0989abf0-3468-11e7-85b9-0cc47a0d1609
[3] http://paper.li/WomenAndGirls/1314045119?edition_id=941ecbf0-39f0-11e7-9b48-0cc47a0d1609
[3] http://paper.li/WomenAndGirls/1314045119?edition_id=602978f0-3143-11e7-85b9-0cc47a0d1609
[2] http://paper.li/WomenAndGirls/1314045119?edition_id=b49f96b0-32d5-11e7-85b9-0cc47a0d1609

Top URLs in Tweet in G7:
[18] https://www.newsdeeply.com/womenandgirls/community/2017/05/10/the-fight-against-fgm-in-singapores-malay-muslim-community
[12] https://www.newsdeeply.com/womenandgirls/community/2017/05/02/the-bohra-women-fighting-to-end-female-genital-cutting-in-india
[3] https://www.newsdeeply.com/womenandgirls/articles/2017/04/27/education-helps-break-the-silence-around-domestic-violence-in-africa
[2] https://www.newsdeeply.com/womenandgirls/community/2017/05/09/sex-education-programs-in-kenyan-schools-are-failing-students
[1] https://www.newsdeeply.com/womenandgirls/community/2017/05/03/from-crisis-comes-opportunity-to-improve-refugees-reproductive-health

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/862965833387134976
[1] https://www.newsdeeply.com/womenandgirls/articles/2017/05/05/from-the-slums-to-city-council-fighting-for-womens-rights-in-rio

Top URLs in Tweet in G9:
[5] in
[5] https://www.newsdeeply.com/womenandgirls/articles/2017/05/08/breaking-the-cycle-of-human-trafficking-in-india-with-education
[4] https://www.newsdeeply.com/womenandgirls/articles/2017/05/04/how-mongolia-is-tackling-violence-in-the-home-after-years-of-neglect?utm_campaign=coschedule&utm_source=twitter&utm_medium=womengirlshub&utm_content=How
[4] Mongolia
[4] Is
[4] Tackling
[4] Violence
[4] the
[4] Home,
[4] After

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/864650677481390080
[1] https://twitter.com/i/web/status/864539511912583168
[1] https://twitter.com/i/web/status/864559831172096000
[1] https://twitter.com/i/web/status/864605129395359748

Top Domains
Top Domains in Tweet in Entire Graph:
[685] newsdeeply.com
[70] twitter.com
[39] paper.li
[18] google.com
[8] nytimes.com
[5] t.co
[5] ow.ly
[4] fb.me
[4] dy.si
[4] feedburner.com

Top Domains in Tweet in G1:
[290] newsdeeply.com
[11] twitter.com

Top Domains in Tweet in G2:
[130] newsdeeply.com
[10] twitter.com
[5] ow.ly

Top Domains in Tweet in G3:
[41] newsdeeply.com
[18] google.com
[13] twitter.com
[8] nytimes.com
[4] feedburner.com
[4] dishekimipelinaktayesen.com
[3] fb.me
[2] facebook.com
[2] linkedin.com
[2] dy.si

Top Domains in Tweet in G4:
[34] newsdeeply.com
[3] twitter.com
[3] trib.al

Top Domains in Tweet in G5:
[1] newsdeeply.com

Top Domains in Tweet in G6:
[39] paper.li
[4] twitter.com
[3] newsdeeply.com

Top Domains in Tweet in G7:
[36] newsdeeply.com

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

Top Domains in Tweet in G9:
[17] newsdeeply.com
[7] twitter.com

Top Domains in Tweet in G10:
[4] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[94] womenandgirls
[52] fgm
[28] mongolia
[27] refugees
[27] genderequality
[27] womensrights
[26] heforshe
[24] trump
[23] syrian
[19] lebanon

Top Hashtags in Tweet in G1:
[25] heforshe
[19] mongolia
[15] askagenderexpert
[15] zimbabwe
[14] fgm
[12] un
[6] trump
[6] syrian
[6] refugees
[5] turkey

Top Hashtags in Tweet in G2:
[16] trump
[16] syrian
[16] refugees
[14] womensrights
[14] genderequality
[7] turkey
[7] rape
[5] womenandgirls
[5] freestellanyanzi
[4] gender

Top Hashtags in Tweet in G3:
[27] womenandgirls
[8] news
[6] healthnews
[6] fitnesstrending
[4] vaw
[3] womensrights
[3] unitedstatespoliticsandgovernment
[3] movies
[2] naked
[2] in

Top Hashtags in Tweet in G4:
[8] reproductivehealth
[5] uganda
[3] sexeducation
[1] srh
[1] globalgagrule
[1] womensrights

Top Hashtags in Tweet in G6:
[6] influenza
[6] womenandgirls
[5] genderequality
[5] resist
[4] bringbackourgirls
[4] mothersday
[3] abortionpositive
[3] zika
[3] india
[2] fisa

Top Hashtags in Tweet in G7:
[30] fgm
[1] zimbabwe
[1] trump
[1] syrian
[1] refugees

Top Hashtags in Tweet in G8:
[14] rio
[14] brazil

Top Hashtags in Tweet in G9:
[8] mongolia
[5] education
[5] letgirlslearn
[3] balkan
[3] rape
[3] sextrafficking
[3] dv
[2] kenya
[2] khatna
[1] mexicogp2017

Top Hashtags in Tweet in G10:
[18] lebanon

Top Words
Top Words in Tweet in Entire Graph:
[445] Words in Sentiment List#1: Positive
[750] Words in Sentiment List#2: Negative
[2] Words in Sentiment List#3: Angry/Violent
[18495] Non-categorized Words
[19690] Total Words
[415] womengirlshub
[385] women
[261] girls
[225] s
[129] domestic

Top Words in Tweet in G1:
[329] womengirlshub
[133] s
[117] women
[84] domestic
[84] girls
[65] abuse
[61] survivors
[54] government
[51] sued
[50] man

Top Words in Tweet in G2:
[103] newsdeeply
[51] year
[50] malalafund
[48] mc
[48] soffia
[48] 12
[48] old
[48] brazilian
[48] girl
[48] fights

Top Words in Tweet in G3:
[31] women
[29] womenandgirls
[19] girls
[16] s
[12] education
[12] news
[8] health
[7] fight
[7] sex
[7] gender

Top Words in Tweet in G4:
[76] women
[47] health
[45] reproductive
[43] theirc
[30] access
[29] uganda
[29] care
[27] proper
[27] girls
[26] sudanese

Top Words in Tweet in G5:
[66] 3rd
[66] time
[66] month
[66] saw
[66] article
[66] devadasis
[66] going
[66] viral
[66] fb
[66] hammering

Top Words in Tweet in G6:
[47] women
[39] latest
[39] girls
[39] daily
[36] thanks
[11] womenandgirls
[9] womendeliver
[8] domestic
[7] knoxlight
[6] clbado

Top Words in Tweet in G7:
[30] fgm
[28] honordiaries
[18] fight
[18] against
[18] singapore
[18] s
[18] malay
[18] muslim
[18] community
[14] women

Top Words in Tweet in G8:
[14] marielle
[14] franco
[14] rio
[14] councilwoman
[14] working
[14] women's
[14] rights
[14] against
[14] root
[14] causes

Top Words in Tweet in G9:
[10] womengirlshub
[8] mongolia
[8] sex
[8] education
[6] new
[6] tackling
[6] violence
[5] vulnerable
[5] 's
[5] donors4women

Top Words in Tweet in G10:
[18] hey
[18] lebanon
[18] time
[18] change
[18] law
[18] allowing
[18] rapists
[18] escape
[18] punishment
[18] marrying

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[149] women,girls
[70] domestic,abuse
[66] 3rd,time
[66] time,month
[66] month,saw
[66] saw,article
[66] article,devadasis
[66] devadasis,going
[66] going,viral
[66] viral,fb

Top Word Pairs in Tweet in G1:
[57] abuse,survivors
[55] domestic,abuse
[50] man,sued
[50] sued,ghana
[50] ghana,s
[50] s,government
[50] government,help
[50] help,domestic
[44] women,girls
[29] domestic,violence

Top Word Pairs in Tweet in G2:
[48] mc,soffia
[48] soffia,12
[48] 12,year
[48] year,old
[48] old,brazilian
[48] brazilian,girl
[48] girl,fights
[48] fights,racism
[48] racism,rap
[47] malalafund,mc

Top Word Pairs in Tweet in G3:
[7] women,girls
[6] updated,daily
[6] daily,health
[6] health,articles
[6] articles,healthnews
[6] healthnews,fitnesstrending
[6] fitnesstrending,sex
[6] sex,education
[6] education,programs
[6] programs,k

Top Word Pairs in Tweet in G4:
[45] reproductive,health
[27] women,girls
[25] given,access
[25] access,proper
[25] south,sudanese
[25] first,time
[24] uganda,south
[24] sudanese,women
[24] health,care
[24] care,first

Top Word Pairs in Tweet in G5:
[66] 3rd,time
[66] time,month
[66] month,saw
[66] saw,article
[66] article,devadasis
[66] devadasis,going
[66] going,viral
[66] viral,fb
[66] fb,hammering
[66] hammering,faded

Top Word Pairs in Tweet in G6:
[39] latest,women
[39] women,girls
[39] girls,daily
[36] daily,thanks
[6] one,five
[6] five,women
[6] women,mongolia
[6] mongolia,subject
[6] subject,domestic
[6] domestic,abuse

Top Word Pairs in Tweet in G7:
[18] fight,against
[18] against,fgm
[18] fgm,singapore
[18] singapore,s
[18] s,malay
[18] malay,muslim
[18] muslim,community
[17] honordiaries,fight
[12] bohra,women
[12] women,fighting

Top Word Pairs in Tweet in G8:
[14] marielle,franco
[14] franco,rio
[14] rio,councilwoman
[14] councilwoman,working
[14] working,women's
[14] women's,rights
[14] rights,against
[14] against,root
[14] root,causes
[14] causes,poverty

Top Word Pairs in Tweet in G9:
[6] mongolia,tackling
[5] one,woman
[5] woman,breaking
[5] breaking,cycle
[5] cycle,forced
[5] forced,sex
[5] sex,work
[5] work,education
[5] education,letgirlslearn
[4] new,series

Top Word Pairs in Tweet in G10:
[18] hey,lebanon
[18] lebanon,time
[18] time,change
[18] change,law
[18] law,allowing
[18] allowing,rapists
[18] rapists,escape
[18] escape,punishment
[18] punishment,marrying
[18] marrying,victims

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@womengirlshub
@newsdeeply
@hindu_g
@malalafund
@theirc
@unfpa
@honordiaries
@intlwomen
@heforshe
@wilwithonel

Top Mentioned in G1:
@womengirlshub
@heforshe
@wilwithonel
@womenundrsiege
@syriadeeply
@i_amten
@cherieblairfndn
@iwsaw
@mimisfeir

Top Mentioned in G2:
@newsdeeply
@malalafund
@womengirlshub
@unfpa
@intlwomen
@francoisegirard
@girlsglobe
@tuwezeshedada
@friendsofun
@friendsofunfpa

Top Mentioned in G3:
@happiness5josh

Top Mentioned in G4:
@theirc
@ritajnehme
@fp2020global
@wome
@ashleywolfingto
@womanstats
@popinstitute
@k4health
@womengirlshub
@dktchangeslives

Top Mentioned in G5:
@hindu_g

Top Mentioned in G6:
@womendeliver
@knoxlight
@clbado
@thewomensfndtn
@amyjand
@womenandgirls
@briana_fierce
@thebossnetwork
@mstlalala
@rona65

Top Mentioned in G7:
@honordiaries
@wbwafrica
@womengirlshub
@unfpaken
@unfpa_esaro
@ippf
@i_amten
@kasiitamark
@tonymw
@tonymwebia

Top Mentioned in G8:
@nobelwomen
@unfpaasia

Top Mentioned in G9:
@womengirlshub
@donors4women
@roomtoread
@sonorso
@jihiitea
@sahiyo2016
@mariyataher83
@friedmjl
@malalafund
@newsdeeply

Top Mentioned in G10:
@phelimkine

Top Tweeters
Top Tweeters in Entire Graph:
@wittich
@nilimajumder
@vrai777
@turtlewoman777
@skinnergj
@innovativehindu
@amoltikam
@monaeltahawy
@chrisbrey1
@edgametec

Top Tweeters in G1:
@nilimajumder
@monaeltahawy
@chrisbrey1
@netminnow
@milatrud11
@redhed67
@pcdnetwork
@sannri
@blondelena
@boyer_rene

Top Tweeters in G2:
@edgametec
@hkame2
@toourshores
@hiv_insight
@hlth_literacy
@piapaulette
@prison_health
@mrtinogonzalez
@sodosodoso
@kaceykells

Top Tweeters in G3:
@wittich
@vrai777
@guaripetesol
@rodulfox
@disimic
@sameer470
@tastelikelov
@jeromeelam
@thinktankthuto
@bstsellingbook

Top Tweeters in G4:
@marielsiviglia
@risa_s_bear
@kiwigirl58
@ae4ca
@charliealpha011
@vestedventures
@mohammadfarooq_
@laurenrajczak
@practicalvoter
@xaeromarine

Top Tweeters in G5:
@innovativehindu
@amoltikam
@rpg_89
@debkanchan
@puravapakash
@hitarth1987
@amz360
@desertfox61i
@exsecular
@arunmcops

Top Tweeters in G6:
@nxtstop1
@rona65
@aspiemum
@thebossnetwork
@mangeles_hm
@pcosgurl
@anoopkular
@briana_fierce
@womenintheworld
@avidmaverick

Top Tweeters in G7:
@sunilkumaraus
@drginareghetti
@curdistani
@franjota
@anastasiaruth
@merdkurd
@patriciaeggett2
@heidiecampbell5
@kasiitamark
@tonymwebia

Top Tweeters in G8:
@chriskirouac
@drmel_t
@zero_cult
@annebevan1
@eric_hanke
@nobelwomen
@openlyclassist
@unfpaasia
@michellekothe
@unicdelhi

Top Tweeters in G9:
@ahab_of_gilead
@1stsveltecelt
@dennisboyd6
@roomtoread
@catwintl
@ghrporg
@thegenderwire
@donors4women
@steppenomads
@sahiyo2016

Top Tweeters in G10:
@betseyklark
@ms_asia_pacific
@happy_1
@ctfcrea
@montanamodi
@claudianichols
@criticaldragon1
@spaceinvad0r
@phelimkine
@arnoudakker