WomenAndGirls, Twitter, 12/7/2019 2:03:10 AM, 218297


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WomenAndGirls_2019-12-06_17-46-00.xlsx
WomenAndGirls_2019-12-06_17-46-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 07, 2019
Short Description:
WomenAndGirls via NodeXL http://bit.ly/2Rs4IJb
@northunisport
@cloresocial
@raahgiriday
@melissapaciulli
@women_and_girls
@hannahrmcgurk
@renata564
@actionaidsl5
@stonescricket
@heardatunsw

Top hashtags:
#womenandgirls
#emergingleader
#stepoutatnight
#womenatnight

Description:
Description
The graph represents a network of 126 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, 07 December 2019 at 01:46 UTC.

The requested start date was Saturday, 07 December 2019 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 12-day, 11-hour, 18-minute period from Saturday, 23 November 2019 at 07:39 UTC to Thursday, 05 December 2019 at 18:58 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 : 126
Unique Edges : 122
Edges With Duplicates : 23
Total Edges : 145
Number of Edge Types : 3
Mentions : 117
Tweet : 27
Replies to : 1
Self-Loops : 27
Reciprocated Vertex Pair Ratio : 0.087378640776699
Reciprocated Edge Ratio : 0.160714285714286
Connected Components : 35
Single-Vertex Connected Components : 9
Maximum Vertices in a Connected Component : 18
Maximum Edges in a Connected Component : 19
Maximum Geodesic Distance (Diameter) : 2
Average Geodesic Distance : 1.480726
Graph Density : 0.00711111111111111
Modularity : 0.73736
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 126 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, 07 December 2019 at 01:46 UTC.

The requested start date was Saturday, 07 December 2019 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 12-day, 11-hour, 18-minute period from Saturday, 23 November 2019 at 07:39 UTC to Thursday, 05 December 2019 at 18:58 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:
[4] https://www.cloresocialleadership.org.uk/programmes/emerging-leader-women-and-girls?utm_source=Social
[4] media&utm_medium=Twitter&utm_campaign=WaGTwitter
[3] https://www.nytimes.com/2019/11/25/business/fearless-girl-melbourne-new-york.html?emc=rss&partner=rss&utm_source=dlvr.it&utm_medium=twitter
[2] https://www.4pawshop.com/shop/
[2] https://givingcompass.org/global-matters/gender-equity-goalmakers-conference/?utm_source=t.co&utm_medium=social&utm_content=HRGLD-TOPO
[2] https://www.etsy.com/GreenLeafStudiosEtsy/listing/93352570/february-swarovski-birthstone-bracelet?utm_source=etsyfu&utm_medium=api&utm_campaign=api
[2] https://www.facebook.com/media/set/?set=a.658240311377527&type=3
[1] https://www.nytimes.com/2019/12/05/style/nancy-pelosi-pantsuit-impeachment.html?emc=rss&partner=rss&utm_source=dlvr.it&utm_medium=twitter
[1] https://www.cloresocialleadership.org.uk/news-insights/go-for-it-annie-edwards-writes-about-her-experience-on-our-women-and-girls-sector-programme
[1] https://www.cloresocialleadership.org.uk/community-resources/backpack/leadership-development-plan-1

Top URLs in Tweet in G1:
[1] https://www.northumbria.ac.uk/work-for-us/job-vacancies/professional-2988-coach-development-officer-women--girls-football

Top URLs in Tweet in G2:
[4] https://www.cloresocialleadership.org.uk/programmes/emerging-leader-women-and-girls?utm_source=Social
[4] media&utm_medium=Twitter&utm_campaign=WaGTwitter
[1] https://www.cloresocialleadership.org.uk/community-resources/backpack/leadership-development-plan-1
[1] https://www.cloresocialleadership.org.uk/news-insights/go-for-it-annie-edwards-writes-about-her-experience-on-our-women-and-girls-sector-programme

Top URLs in Tweet in G4:
[2] https://www.etsy.com/GreenLeafStudiosEtsy/listing/93352570/february-swarovski-birthstone-bracelet?utm_source=etsyfu&utm_medium=api&utm_campaign=api
[1] https://twitter.com/AdamParkhomenko/status/1200808140448645120
[1] https://smile.amazon.com/Moment-Lift-Empowering-Women-Changes-ebook/dp/B07FCJPWST
[1] http://sambhalius.org/
[1] https://xxtra.org/new-program-for-women-of-color-approved/#.XePOLOhKhPY
[1] https://xxtra.org/new-program-for-women-of-color-approved/#.XdmCnuhKhPZ
[1] https://xxtra.org/new-program-for-women-of-color-approved/#.Xd_O7OhKhPa

Top URLs in Tweet in G7:
[1] https://noi.org/Join

Top URLs in Tweet in G9:
[2] https://www.facebook.com/media/set/?set=a.658240311377527&type=3

Top Domains
Top Domains in Tweet in Entire Graph:
[7] org.uk
[4] nytimes.com
[4] twitter.com
[3] xxtra.org
[3] givingcompass.org
[2] 4pawshop.com
[2] etsy.com
[2] facebook.com
[1] nbcnews.com
[1] sambhalius.org

Top Domains in Tweet in G1:
[1] ac.uk

Top Domains in Tweet in G2:
[6] org.uk

Top Domains in Tweet in G4:
[3] xxtra.org
[2] etsy.com
[1] twitter.com
[1] amazon.com
[1] sambhalius.org

Top Domains in Tweet in G7:
[1] noi.org

Top Domains in Tweet in G9:
[2] facebook.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[72] womenandgirls
[10] emergingleader
[8] stepoutatnight
[8] womenatnight
[6] leadership
[5] time
[5] mgtclass
[5] noimosque
[5] genderequality
[5] orangetheworld



Top Hashtags in Tweet in G1:
[1] takeontomorrow
[1] womenandgirls
[1] football
[1] jobvacancy

Top Hashtags in Tweet in G2:
[11] womenandgirls
[10] emergingleader
[6] leadership
[4] tbt
[1] femaleleaders

Top Hashtags in Tweet in G3:
[8] stepoutatnight
[8] womenandgirls
[8] womenatnight
[1] citiesforwomen

Top Hashtags in Tweet in G4:
[12] womenandgirls
[4] orangetheworld
[3] generationequality
[3] empowerment
[3] womenofcolor
[3] csuite
[2] internationaldayfortheeliminationofviolenceagainstwomen
[2] endviolenceagainstwomen
[2] endvaw
[2] women

Top Hashtags in Tweet in G5:
[3] digitalwalk
[3] statistics
[3] womenandgirls
[3] computerscience
[1] communitycolleges

Top Hashtags in Tweet in G6:
[1] hiv
[1] dreams
[1] youthleadership
[1] womenandgirls
[1] empowered

Top Hashtags in Tweet in G7:
[5] time
[5] mgtclass
[5] noimosque
[1] noisaturdays
[1] womenandgirls

Top Hashtags in Tweet in G8:
[1] sowhleeds
[1] publichealth
[1] womenandgirls

Top Hashtags in Tweet in G9:
[1] christmas
[1] hamper
[1] competition
[1] womenandgirls
[1] endperiodpoverty

Top Hashtags in Tweet in G10:
[4] unwomen
[4] awspecialreport
[1] awmedia
[1] notodomesticviolence
[1] notoabuse
[1] nototanyformofviolence
[1] justicematters
[1] womenintheworkplace
[1] womenandgirls

Top Words
Top Words in Tweet in Entire Graph:
[101] Words in Sentiment List#1: Positive
[25] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[2492] Non-categorized Words
[2618] Total Words
[72] #womenandgirls
[53] women
[29] girls
[22] development
[18] work

Top Words in Tweet in G1:
[17] vacancy
[17] currently
[17] looking
[17] recruit
[17] coach
[17] development
[17] officer
[17] women
[17] girls
[17] football

Top Words in Tweet in G2:
[11] #womenandgirls
[10] #emergingleader
[8] cloresocial
[8] programme
[6] #leadership
[6] skills
[6] build
[5] legacy
[5] '
[5] applications

Top Words in Tweet in G3:
[8] women
[8] festival
[8] ajmal
[8] khan
[8] road
[8] karol
[8] bagh
[8] reaching
[8] big
[8] #stepoutatnight

Top Words in Tweet in G4:
[12] #womenandgirls
[9] women
[6] program
[5] color
[4] girls
[4] #orangetheworld
[3] #generationequality
[3] #empowerment
[3] promote
[3] advancement

Top Words in Tweet in G5:
[3] umasscs
[3] #digitalwalk
[3] highlighting
[3] staggering
[3] #statistics
[3] #womenandgirls
[3] #computerscience
[3] glad
[3] joined
[2] melissapaciulli

Top Words in Tweet in G6:
[4] ambassadors
[4] pepfar
[4] dreams
[4] program
[4] share
[4] past
[4] challenges
[4] including
[4] sexual
[4] exploitation

Top Words in Tweet in G7:
[5] know
[5] #time
[5] welcome
[5] #mgtclass
[5] join
[5] today
[5] saturday
[5] 9am
[5] #noimosque
[5] near

Top Words in Tweet in G8:
[4] health
[3] tim
[3] taylor
[3] head
[3] public
[3] talking
[3] collaborative
[3] approach
[3] taken
[3] developing

Top Words in Tweet in G9:
[2] perfect
[2] present
[2] loved
[2] one
[2] 46
[2] chance
[2] winning
[2] fab
[2] hamper
[2] head

Top Words in Tweet in G10:
[4] zero
[4] tolerance
[4] gender
[4] based
[4] violence
[4] girls
[4] women
[4] protected
[4] bisiafayemi
[4] #unwomen

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[23] women,girls
[17] vacancy,currently
[17] currently,looking
[17] looking,recruit
[17] recruit,coach
[17] coach,development
[17] development,officer
[17] officer,women
[17] girls,football
[17] football,work

Top Word Pairs in Tweet in G1:
[17] vacancy,currently
[17] currently,looking
[17] looking,recruit
[17] recruit,coach
[17] coach,development
[17] development,officer
[17] officer,women
[17] women,girls
[17] girls,football
[17] football,work

Top Word Pairs in Tweet in G2:
[8] #emergingleader,#womenandgirls
[7] #womenandgirls,programme
[6] #leadership,skills
[5] applications,#emergingleader
[5] programme,closing
[5] closing,soon
[5] soon,enhance
[5] enhance,#leadership
[5] skills,build
[4] uk,important

Top Word Pairs in Tweet in G3:
[8] women,festival
[8] festival,ajmal
[8] ajmal,khan
[8] khan,road
[8] road,karol
[8] karol,bagh
[8] bagh,reaching
[8] reaching,big
[8] big,#stepoutatnight
[8] #stepoutatnight,#womenandgirls

Top Word Pairs in Tweet in G4:
[5] women,color
[3] women,girls
[3] program,promote
[3] promote,advancement
[3] advancement,women
[3] color,suite
[3] suite,read
[3] read,more
[3] more,program
[2] 750,million

Top Word Pairs in Tweet in G5:
[3] umasscs,#digitalwalk
[3] #digitalwalk,highlighting
[3] highlighting,staggering
[3] staggering,#statistics
[3] #statistics,#womenandgirls
[3] #womenandgirls,#computerscience
[3] #computerscience,glad
[3] glad,joined
[2] melissapaciulli,umasscs

Top Word Pairs in Tweet in G6:
[4] ambassadors,pepfar
[4] pepfar,dreams
[4] dreams,program
[4] program,share
[4] share,past
[4] past,challenges
[4] challenges,including
[4] including,sexual
[4] sexual,exploitation
[4] exploitation,child

Top Word Pairs in Tweet in G7:
[5] know,#time
[5] #time,welcome
[5] welcome,#mgtclass
[5] #mgtclass,join
[5] join,today
[5] today,saturday
[5] saturday,9am
[5] 9am,#noimosque
[5] #noimosque,near
[4] renata564,know

Top Word Pairs in Tweet in G8:
[3] tim,taylor
[3] taylor,head
[3] head,public
[3] public,health
[3] health,talking
[3] talking,collaborative
[3] collaborative,approach
[3] approach,taken
[3] taken,developing
[3] developing,state

Top Word Pairs in Tweet in G9:
[2] perfect,present
[2] present,loved
[2] loved,one
[2] one,46
[2] 46,chance
[2] chance,winning
[2] winning,fab
[2] fab,hamper
[2] hamper,head

Top Word Pairs in Tweet in G10:
[4] zero,tolerance
[4] tolerance,gender
[4] gender,based
[4] based,violence
[4] violence,girls
[4] girls,women
[4] women,protected
[4] protected,bisiafayemi
[4] bisiafayemi,#unwomen
[4] #unwomen,#awspecialreport

Top Replied-To
Top Replied-To in Entire Graph:
@sisters_4change
@umasscs

Top Replied-To in G5:
@umasscs

Top Mentioned
Top Mentioned in Entire Graph:
@northunisport
@cloresocial
@raahgiriday
@4pawshop
@stillsherises
@pepfar
@globalwa
@renata564
@bisiafayemi
@egpaf

Top Mentioned in G1:
@northunisport
@northumbriauni

Top Mentioned in G2:
@cloresocial
@stillsherises
@fionamac2017
@socialchangeag
@couttsandco
@lizzie_one
@curlynedwards

Top Mentioned in G3:
@raahgiriday
@sarikapanda
@jagori
@unwomenindia
@safetipindotcom
@amitbhatt4u

Top Mentioned in G5:
@melissapaciulli
@umasscs
@s_t_c_c
@holyokecc
@pvwistem
@bcmcgcav

Top Mentioned in G6:
@pepfar
@egpaf

Top Mentioned in G7:
@renata564

Top Mentioned in G8:
@hannahrmcgurk
@leeds_women
@leedsbeckett

Top Mentioned in G9:
@women_and_girls
@innerwheelgbi
@sigbi1
@rotary1060
@rotarychipp

Top Mentioned in G10:
@bisiafayemi
@above_whispers

Top Tweeters
Top Tweeters in Entire Graph:
@4pawshop
@nembotavy_0101
@nbcnews
@greenwichhour
@pokercenter
@hellogadget_st
@ecb_cricket
@abdulshakur41
@ctemplin3
@renata564

Top Tweeters in G1:
@durhamfa
@yeadaz
@lauriemcginley1
@northumbriauni
@michaeldwood74
@beckylangley4
@meganpyper
@northunisport
@katehansbury12
@nusportex

Top Tweeters in G2:
@dadsrockedin
@nff2008
@liannweir
@socialchangeag
@cloresocial
@tasmin_igp
@stillsherises
@curlynedwards
@fionamac2017
@couttsandco

Top Tweeters in G3:
@idevsas
@suraiya95
@arunyadav0007
@unwomenindia
@sarikapanda
@amitbhatt4u
@safetipindotcom
@raahgiriday
@nitinpanigrahi
@jagori

Top Tweeters in G4:
@ctemplin3
@4_humanrights_
@xxtraspecial
@jewfem
@syco_somalia
@nadinetweets
@tkotturan
@daahm_official
@sambhalius

Top Tweeters in G5:
@bcmcgcav
@holyokecc
@s_t_c_c
@melissapaciulli
@alyputnam
@umasscs
@pvwistem

Top Tweeters in G6:
@egpaf
@pepfar
@childrenandhiv
@egpaf_africa
@paul199329

Top Tweeters in G7:
@abdulshakur41
@renata564
@w1seone25
@thesevenz7
@queenoftheniles

Top Tweeters in G8:
@leedsbeckett
@hannahrmcgurk
@profalanwhite
@leeds_women
@jeannette252

Top Tweeters in G9:
@sigbi1
@innerwheelgbi
@rotarychipp
@women_and_girls
@rotary1060

Top Tweeters in G10:
@ekiti2theworld
@kfsorganization
@above_whispers
@visitlois
@bisiafayemi