WomenAndGirls, Twitter, 2/22/2020 8:12:32 PM, 221754


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WomenAndGirls_2020-02-21_17-46-00.xlsx
WomenAndGirls_2020-02-21_17-46-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 22, 2020
Short Description:
WomenAndGirls via NodeXL http://bit.ly/38RGM82
@thepmcf
@shedecidesug
@liarsleague
@restlessdev
@reelsophiec
@womeninaib
@cornwallwomensf
@christyasala
@andreiapaiva28
@ruthvsharpe

Top hashtags:
#womenandgirls
#feminism
#dating
#almostrelationships
#selfesteem
#woke

Description:
Description
The graph represents a network of 104 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 Saturday, 22 February 2020 at 01:46 UTC.

The requested start date was Saturday, 22 February 2020 at 01:01 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, 4-hour, 0-minute period from Saturday, 08 February 2020 at 09:00 UTC to Friday, 21 February 2020 at 13:01 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 : 104
Unique Edges : 96
Edges With Duplicates : 50
Total Edges : 146
Number of Edge Types : 4
Tweet : 70
MentionsInRetweet : 49
Mentions : 23
Replies to : 4
Self-Loops : 70
Reciprocated Vertex Pair Ratio : 0.0136986301369863
Reciprocated Edge Ratio : 0.027027027027027
Connected Components : 39
Single-Vertex Connected Components : 15
Maximum Vertices in a Connected Component : 10
Maximum Edges in a Connected Component : 37
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.23348
Graph Density : 0.00690814040328603
Modularity : 0.577676
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 104 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 Saturday, 22 February 2020 at 01:46 UTC.

The requested start date was Saturday, 22 February 2020 at 01:01 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, 4-hour, 0-minute period from Saturday, 08 February 2020 at 09:00 UTC to Friday, 21 February 2020 at 13:01 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".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : WomenAndGirls
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[37] http://www.brilliantbitchin.com/2019/02/the-case-against-being-cool-girlfriend.html
[3] https://www.4pawshop.com/shop/
[3] https://twitter.com/ba245/status/1228297299555569664
[3] http://www.eventbrite.co.uk/o/jo-horrox-wo
[2] http://heramission.org
[2] https://wearerestless.org/2020/02/05/more-than-passion-the-story-of-a-determined-woman/
[1] https://www.nytimes.com/2020/02/20/us/politics/women-democratic-debate-takeaways.html?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.nytimes.com/interactive/2020/02/10/magazine/tina-brown-interview.html?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.nytimes.com/2020/02/11/upshot/gender-roles-housework.html?emc=rss&partner=rss&utm_source=dlvr.it&utm_medium=twitter
[1] https://www.eventbrite.com/e/like-a-girl-street-festival-tickets-94548943435

Top URLs in Tweet in G1:
[37] http://www.brilliantbitchin.com/2019/02/the-case-against-being-cool-girlfriend.html
[3] https://www.4pawshop.com/shop/
[1] https://www.instagram.com/p/B8bu2PEhXq5/?igshid=8lwpdzypykno
[1] https://twitter.com/thePMCF/status/1227320501493739520
[1] https://mashable.com/article/international-day-of-women-and-girls-in-science-2020/?utm_source=dlvr.it&utm_medium=twitter
[1] https://twitter.com/oyite_a/status/1018891511348584448
[1] https://www.nytimes.com/2020/02/20/us/politics/women-democratic-debate-takeaways.html?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.nytimes.com/2020/02/11/upshot/gender-roles-housework.html?emc=rss&partner=rss&utm_source=dlvr.it&utm_medium=twitter
[1] https://www.nytimes.com/interactive/2020/02/10/magazine/tina-brown-interview.html?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G4:
[1] https://untj.org/?p=11949

Top URLs in Tweet in G5:
[1] https://www.youtube.com/watch?v=s2QQ_rlyWQo


Top URLs in Tweet in G6:
[1] https://twitter.com/WRANigeria/status/1228356544124870657
[1] https://twitter.com/WRAglobal/status/1227969203199791104

Top URLs in Tweet in G7:
[2] https://wearerestless.org/2020/02/05/more-than-passion-the-story-of-a-determined-woman/

Top URLs in Tweet in G8:
[3] https://twitter.com/ba245/status/1228297299555569664

Top URLs in Tweet in G9:
[1] https://www.usaid.gov/empowering-women-and-girls

Top URLs in Tweet in G10:
[1] https://www.stylist.co.uk/opinion/amika-george-period-poverty-making-change-happen/254104
[1] https://twitter.com/iconiccornwall/status/1227495138231869441

Top Domains
Top Domains in Tweet in Entire Graph:
[37] brilliantbitchin.com
[11] twitter.com
[4] co.uk
[3] nytimes.com
[3] 4pawshop.com
[2] heramission.org
[2] linkedin.com
[2] wearerestless.org
[1] eventbrite.com
[1] untj.org

Top Domains in Tweet in G1:
[37] brilliantbitchin.com
[3] nytimes.com
[3] 4pawshop.com
[2] twitter.com
[1] instagram.com
[1] mashable.com

Top Domains in Tweet in G4:
[1] untj.org

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

Top Domains in Tweet in G6:
[2] twitter.com

Top Domains in Tweet in G7:
[2] wearerestless.org

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

Top Domains in Tweet in G9:
[1] usaid.gov

Top Domains in Tweet in G10:
[1] co.uk
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[111] womenandgirls
[37] feminism
[37] dating
[37] almostrelationships
[37] selfesteem
[37] woke
[12] science
[10] internationalwomenandgirlsinscienceday
[9] women
[7] stem



Top Hashtags in Tweet in G1:
[53] womenandgirls
[37] feminism
[37] dating
[37] almostrelationships
[37] selfesteem
[37] woke
[3] science
[1] internationalday
[1] february
[1] girlsinstem

Top Hashtags in Tweet in G2:
[4] shedecidesfestug2020
[1] newnormal
[1] womenandgirls
[1] ugandans
[1] voice
[1] choice
[1] girls

Top Hashtags in Tweet in G3:
[11] womenandgirls
[10] internationalwomenandgirlsinscienceday

Top Hashtags in Tweet in G4:
[3] tajikistan
[3] sexual
[1] genderbasedviolence
[1] womenandgirls
[1] rootcauses
[1] multysectoral
[1] survivorcentered

Top Hashtags in Tweet in G5:
[2] sundaystory
[2] womenandgirls
[2] snowwhite
[1] shortstory
[1] shortstories
[1] womenwriters
[1] womensfiction
[1] readwomen

Top Hashtags in Tweet in G6:
[5] womenandgirls
[2] whatwomenwant
[1] washinhcf
[1] wash

Top Hashtags in Tweet in G7:
[5] womenandgirls
[2] change
[2] wearerestless
[2] youthvoices

Top Hashtags in Tweet in G8:
[3] women
[3] womenandgirls
[3] mujeres
[3] genderparity
[3] love
[3] lighttheway
[3] genderequality
[3] sdg5

Top Hashtags in Tweet in G9:
[3] womenandgirls

Top Hashtags in Tweet in G10:
[2] womenandgirls
[2] cornwall
[1] makingchangehappen
[1] invest
[1] improve
[1] inspire
[1] philanthropy

Top Words
Top Words in Tweet in Entire Graph:
[123] Words in Sentiment List#1: Positive
[27] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[2715] Non-categorized Words
[2865] Total Words
[111] #womenandgirls
[40] read
[39] play
[38] against
[37] case

Top Words in Tweet in G1:
[53] #womenandgirls
[39] play
[38] read
[37] case
[37] against
[37] being
[37] cool
[37] girl
[37] friend
[37] pay

Top Words in Tweet in G2:
[4] #shedecidesfestug2020
[4] come
[4] 29th
[4] feb
[4] rallying
[4] over
[4] 3000
[4] youth
[4] defying
[4] odds

Top Words in Tweet in G3:
[11] #womenandgirls
[11] science
[10] #internationalwomenandgirlsinscienceday
[10] today
[10] celebrate
[10] field
[10] technology
[10] well
[9] thepmcf

Top Words in Tweet in G4:
[3] pratibhaundp
[3] highlights
[3] role
[3] globalspotlight
[3] initiative
[3] #tajikistan
[3] elimination
[3] #sexual
[2] un_tajikistan
[2] #genderbas

Top Words in Tweet in G5:
[2] #sundaystory
[2] #womenandgirls
[2] take
[2] #snowwhite
[2] fairytale
[2] dwarfs
[2] die

Top Words in Tweet in G6:
[5] health
[5] #womenandgirls
[5] reproductive
[4] water
[4] facilities
[4] functional
[4] toilets
[4] simple
[4] things
[4] demanding

Top Words in Tweet in G7:
[5] saw
[5] experienced
[5] suffering
[5] daily
[5] life
[5] #womenandgirls
[5] neighborhood
[5] wanted
[5] see
[5] things

Top Words in Tweet in G8:
[3] #women
[3] #womenandgirls
[3] #mujeres
[3] #genderparity
[3] #love
[3] #lighttheway
[3] #genderequality
[3] #sdg5
[3] un_women
[2] womenscampaign

Top Words in Tweet in G9:
[6] gender
[3] equality
[3] smarter
[3] development
[3] usaid
[3] closing
[3] gaps
[3] reducing
[3] violence
[3] empowering

Top Words in Tweet in G10:
[2] #womenandgirls
[2] #cornwall

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[37] read,case
[37] case,against
[37] against,being
[37] being,cool
[37] cool,girl
[37] girl,friend
[37] friend,pay
[37] pay,play
[37] play,game
[37] game,#feminism

Top Word Pairs in Tweet in G1:
[37] read,case
[37] case,against
[37] against,being
[37] being,cool
[37] cool,girl
[37] girl,friend
[37] friend,pay
[37] pay,play
[37] play,game
[37] game,#feminism

Top Word Pairs in Tweet in G2:
[4] #shedecidesfestug2020,come
[4] come,29th
[4] 29th,feb
[4] feb,rallying
[4] rallying,over
[4] over,3000
[4] 3000,youth
[4] youth,defying
[4] defying,odds
[4] odds,create

Top Word Pairs in Tweet in G3:
[10] #internationalwomenandgirlsinscienceday,today
[10] today,celebrate
[10] celebrate,#womenandgirls
[10] #womenandgirls,field
[10] field,science
[10] science,technology
[10] technology,well
[9] thepmcf,#internationalwomenandgirlsinscienceday

Top Word Pairs in Tweet in G4:
[3] pratibhaundp,highlights
[3] highlights,role
[3] role,globalspotlight
[3] globalspotlight,initiative
[3] initiative,#tajikistan
[3] #tajikistan,elimination
[3] elimination,#sexual
[2] un_tajikistan,pratibhaundp
[2] #sexual,#genderbas

Top Word Pairs in Tweet in G5:
[2] #sundaystory,#womenandgirls
[2] #womenandgirls,take
[2] take,#snowwhite
[2] #snowwhite,fairytale
[2] fairytale,dwarfs
[2] dwarfs,die

Top Word Pairs in Tweet in G6:
[4] water,health
[4] health,facilities
[4] facilities,functional
[4] functional,toilets
[4] toilets,simple
[4] simple,things
[4] things,#womenandgirls
[4] #womenandgirls,demanding
[4] demanding,reproductive
[3] christyasala,water

Top Word Pairs in Tweet in G7:
[5] saw,experienced
[5] experienced,suffering
[5] suffering,daily
[5] daily,life
[5] life,#womenandgirls
[5] #womenandgirls,neighborhood
[5] neighborhood,wanted
[5] wanted,see
[5] see,things
[3] restlessdev,saw

Top Word Pairs in Tweet in G8:
[3] #women,#womenandgirls
[3] #womenandgirls,#mujeres
[3] #mujeres,#genderparity
[3] #genderparity,#love
[3] #love,#lighttheway
[3] #lighttheway,#genderequality
[3] #genderequality,#sdg5
[3] #sdg5,un_women
[2] womenscampaign,#women

Top Word Pairs in Tweet in G9:
[3] gender,equality
[3] equality,smarter
[3] smarter,development
[3] development,usaid
[3] usaid,closing
[3] closing,gender
[3] gender,gaps
[3] gaps,reducing
[3] reducing,violence
[3] violence,empowering

Top Word Pairs in Tweet in G10:
[2] #womenandgirls,#cornwall

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@thepmcf
@e5_keighley
@christyasala
@restlessdev
@un_women
@globalspotlight
@usaid
@shedecidesug
@womeninaib
@womenscampaign

Top Mentioned in G2:
@shedecidesug
@shedecides
@unfpauganda
@saaffund
@unypa1
@rhuganda
@unwomenuganda

Top Mentioned in G3:
@thepmcf

Top Mentioned in G4:
@globalspotlight
@un_tajikistan
@pratibhaundp

Top Mentioned in G5:
@liarsleague
@doro_bo
@doro_boehme
@realsophiec

Top Mentioned in G6:
@christyasala
@wraglobal

Top Mentioned in G7:
@restlessdev

Top Mentioned in G8:
@un_women
@womenscampaign

Top Mentioned in G9:
@usaid
@usaidafrica

Top Mentioned in G10:
@amikageorge
@biminilove
@streetcramps

Top Tweeters
Top Tweeters in Entire Graph:
@current_knewz
@4pawshop
@femtech_
@bellerosada
@un_women
@melaniepowell20
@owenjones84
@mikeklinkct
@helenstaniland
@floeshalomi

Top Tweeters in G1:
@current_knewz
@4pawshop
@bellerosada
@wommovmillions
@quirozpo
@oyite_a
@hiimpacttv
@concepttherapy
@astrotouristing
@bswblessings

Top Tweeters in G2:
@rhuganda
@unfpauganda
@unypa1
@shedecidesgfi
@unwomenuganda
@saaffund
@drbenk2
@iusya_
@shedecidesug
@shedecides

Top Tweeters in G3:
@thepmcf
@jollybenjabi
@uhn
@susieahemcarter
@jenncroke
@wearecare
@ccollinskcc
@dasilvamemgolf
@radmedpm
@pmcancercentre

Top Tweeters in G4:
@hakimzadeparviz
@pratibhaundp
@globalspotlight
@un_tajikistan
@shamstajikistan

Top Tweeters in G5:
@realsophiec
@doro_boehme
@liarsleague
@reelsophiec
@doro_bo

Top Tweeters in G6:
@wraglobal
@mariamclaeson
@christyasala
@janewesonga

Top Tweeters in G7:
@restlessdev
@yunusibrahimh
@kenagutamba
@makeluvnotscars

Top Tweeters in G8:
@un_women
@gurmeet_kaur1
@somethingtucson
@womenscampaign

Top Tweeters in G9:
@mikeklinkct
@usaid
@usaidafrica
@bonganinyathim

Top Tweeters in G10:
@amikageorge
@streetcramps
@cornwallwomensf
@biminilove


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