WomenAndGirls, Twitter, 12/21/2019 2:25:02 AM, 219323


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WomenAndGirls_2019-12-20_17-46-00.xlsx
WomenAndGirls_2019-12-20_17-46-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 21, 2019
Short Description:
WomenAndGirls via NodeXL http://bit.ly/2ZcBK1V
@cornwallwomensf
@aurorawomen
@juliawraith
@genderequity4a1
@ycdurant
@sheaserrano
@mswomenscenter
@jaapvanhierden
@cordaidaf
@ajfoconference

Top hashtags:
#womenandgirls
#feminism
#dating
#almostrelationships

Description:
Description
The graph represents a network of 119 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, 21 December 2019 at 01:46 UTC.

The requested start date was Saturday, 21 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, 21-hour, 50-minute period from Saturday, 07 December 2019 at 15:10 UTC to Friday, 20 December 2019 at 13:00 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 : 119
Unique Edges : 130
Edges With Duplicates : 56
Total Edges : 186
Number of Edge Types : 4
Tweet : 56
MentionsInRetweet : 84
Mentions : 44
Replies to : 2
Self-Loops : 56
Reciprocated Vertex Pair Ratio : 0.0727272727272727
Reciprocated Edge Ratio : 0.135593220338983
Connected Components : 35
Single-Vertex Connected Components : 14
Maximum Vertices in a Connected Component : 13
Maximum Edges in a Connected Component : 23
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.46397
Graph Density : 0.00840336134453781
Modularity : 0.615859
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 119 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, 21 December 2019 at 01:46 UTC.

The requested start date was Saturday, 21 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, 21-hour, 50-minute period from Saturday, 07 December 2019 at 15:10 UTC to Friday, 20 December 2019 at 13:00 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:
[23] http://www.brilliantbitchin.com/2019/02/the-case-against-being-cool-girlfriend.html
[12] https://www.4pawshop.com/shop/
[6] https://www.nytimes.com/2019/12/07/world/europe/italy-bari-pasta-orecchiette.html?utm_source=dlvr.it&utm_medium=twitter
[5] https://www.newsdeeply.com/womenandgirls/articles/2017/03/14/freed-isis-yazidi-women-remain-trapped-trauma
[4] https://www.etsy.com/GreenLeafStudiosEtsy/listing/264494402/amethyst-beaded-bracelet-womans-cuff?utm_source=etsyfu&utm_medium=api&utm_campaign=api
[3] https://www.nytimes.com/2019/12/17/us/california-boardroom-gender-quota.html?emc=rss&partner=rss&utm_source=dlvr.it&utm_medium=twitter
[3] https://www.nytimes.com/2019/12/15/style/black-women-win-beauty-pageants.html?emc=rss&partner=rss&utm_source=dlvr.it&utm_medium=twitter
[2] https://www.nytimes.com/2019/12/08/business/media/feminist-blogs-feministing.html?emc=rss&partner=rss&utm_source=dlvr.it&utm_medium=twitter
[2] https://www.cloresocialleadership.org.uk/news-insights/how-do-you-know-what-your-purpose-or-deepest-work-is
[2] https://twitter.com/UN_Women/status/1204318598128267264

Top URLs in Tweet in G1:
[23] http://www.brilliantbitchin.com/2019/02/the-case-against-being-cool-girlfriend.html
[4] https://www.etsy.com/GreenLeafStudiosEtsy/listing/264494402/amethyst-beaded-bracelet-womans-cuff?utm_source=etsyfu&utm_medium=api&utm_campaign=api
[1] http://womenandgirls.ctdata.org/#Infantmortality
[1] https://weareagenda.org/wp-content/uploads/2019/11/WBG23-Manifesto-v6.pdf
[1] https://twitter.com/UN_Women/status/1204318598128267264
[1] https://twitter.com/mfatgovtnz/status/1204137138486296576
[1] https://www.nytimes.com/2019/12/10/world/asia/japan-kutoo-high-heels.html?emc=rss&partner=rss&utm_source=dlvr.it&utm_medium=twitter
[1] https://www.nytimes.com/2019/12/10/opinion/pregnancy-discrimination-frontier-airlines.html?emc=rss&partner=rss&utm_source=dlvr.it&utm_medium=twitter
[1] https://www.youtube.com/watch?v=ZFvl17lcvoo&feature=youtu.be

[1] https://twitter.com/CatholicNewsSvc/status/1204786587961303041

Top URLs in Tweet in G2:
[1] https://www.thirdsector.co.uk/she-made-difference-julia-lynch/management/article/1666509
[1] https://thatsmycornwall.com/top-7-influential-cornish-women/
[1] https://www.cornwallcommunityfoundation.com/cornwallwomensfund/

Top URLs in Tweet in G3:
[2] http://womenandgirls.ctdata.org
[1] http://womenandgirls.ctdata.org/

Top URLs in Tweet in G9:
[5] https://www.newsdeeply.com/womenandgirls/articles/2017/03/14/freed-isis-yazidi-women-remain-trapped-trauma

Top URLs in Tweet in G10:
[1] https://www.igwg.org/2019/12/prevention-of-violence-is-possible-a-conversation-with-rachel-jewkes-about-what-we-have-learned-from-a-five-year-research-program-addressing-prevention-of-violence-against-women-and/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[92] womenandgirls
[23] feminism
[23] dating
[23] almostrelationships
[23] selfesteem
[23] woke
[11] ajfo2019
[10] 16days
[10] vawg
[7] 16daysofactivismagainstgbv



Top Hashtags in Tweet in G1:
[38] womenandgirls
[23] feminism
[23] dating
[23] almostrelationships
[23] selfesteem
[23] woke
[2] humanrightsday
[2] woc
[2] gifts
[2] handmadejewelry

Top Hashtags in Tweet in G2:
[5] womenandgirls
[5] philanthropy
[3] cornwall
[2] charity
[1] community
[1] sponsorship
[1] fundraising
[1] invest
[1] improve
[1] inspire

Top Hashtags in Tweet in G3:
[1] ct
[1] data
[1] galvanizect

Top Hashtags in Tweet in G4:
[1] womenandgirls

Top Hashtags in Tweet in G5:
[1] afghanistan
[1] womenandgirls

Top Hashtags in Tweet in G6:
[8] 16days
[7] 16daysofactivismagainstgbv
[7] vawg
[7] vaw
[1] womenandgirls
[1] humanrightsday

Top Hashtags in Tweet in G8:
[11] ajfo2019
[11] womenandgirls
[6] dignity
[6] strength
[3] gatech
[1] cjr
[1] ajfo
[1] thesecurusfoundation
[1] tranformation
[1] cjreform

Top Hashtags in Tweet in G10:
[1] gbv
[1] womenandgirls
[1] 16daysofactivism

Top Words
Top Words in Tweet in Entire Graph:
[108] Words in Sentiment List#1: Positive
[16] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[2734] Non-categorized Words
[2858] Total Words
[92] #womenandgirls
[26] read
[25] being
[25] game
[24] against

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

Top Words in Tweet in G2:
[6] launch
[5] #womenandgirls
[5] #philanthropy
[5] cornwallwomensf
[5] event
[4] please
[4] official
[4] january
[4] sponsorship
[3] #cornwall

Top Words in Tweet in G3:
[7] aurorawomen
[7] cwealf
[6] women
[6] girls
[5] project
[5] alert
[5] ctdata
[5] partnership
[5] ct
[5] collective

Top Words in Tweet in G4:
[10] happened
[10] met
[10] sheaserrano
[10] picked
[10] 25
[10] 000
[10] worth
[10] generosity
[10] community
[10] love

Top Words in Tweet in G5:
[9] importance
[9] women
[8] cd
[8] jaapvanhierden
[8] highlighted
[8] access
[8] technology
[8] girls
[8] afg
[8] tiae

Top Words in Tweet in G6:
[8] #16days
[7] #16daysofactivismagainstgbv
[7] ending
[7] committment
[7] eliminate
[7] forms
[7] #vawg
[7] #vaw
[7] continues
[6] genderequity4a1

Top Words in Tweet in G8:
[11] ajfo
[11] #ajfo2019
[11] #womenandgirls
[10] 2019
[9] conference
[9] day
[8] full
[6] #dignity
[6] #strength
[6] ajfoconference

Top Words in Tweet in G9:
[4] ezidi2

Top Words in Tweet in G10:
[2] know
[2] works
[2] violence
[2] prevention
[2] rachel
[2] jewkes
[2] whatworksvawg
[2] shares
[2] findings
[2] five

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

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

Top Word Pairs in Tweet in G2:
[4] official,launch
[4] launch,event
[3] #womenandgirls,#philanthropy
[2] #cornwall,#womenandgirls
[2] please,join
[2] join,official
[2] launch,23
[2] 23,january
[2] january,company
[2] company,offer

Top Word Pairs in Tweet in G3:
[6] women,girls
[5] project,alert
[5] alert,ctdata
[5] ctdata,partnership
[5] partnership,aurorawomen
[5] aurorawomen,cwealf
[5] cwealf,ct
[5] ct,collective
[5] collective,women
[5] girls,recently

Top Word Pairs in Tweet in G4:
[10] happened,met
[10] met,sheaserrano
[10] sheaserrano,picked
[10] picked,25
[10] 25,000
[10] 000,worth
[10] worth,generosity
[10] generosity,community
[10] community,love
[10] love,program

Top Word Pairs in Tweet in G5:
[8] cd,jaapvanhierden
[8] jaapvanhierden,highlighted
[8] highlighted,importance
[8] importance,access
[8] access,technology
[8] technology,women
[8] women,girls
[8] girls,afg
[8] afg,tiae
[8] tiae,conf

Top Word Pairs in Tweet in G6:
[7] #16days,#16daysofactivismagainstgbv
[7] #16daysofactivismagainstgbv,ending
[7] ending,committment
[7] committment,eliminate
[7] eliminate,forms
[7] forms,#vawg
[7] #vawg,#vaw
[7] #vaw,continues
[6] genderequity4a1,#16days
[6] continues,ther

Top Word Pairs in Tweet in G8:
[9] 2019,ajfo
[9] ajfo,conference
[8] full,day
[6] #ajfo2019,#dignity
[6] #dignity,#strength
[5] conference,kicked
[5] kicked,first
[5] first,full
[5] day,more
[5] more,come

Top Word Pairs in Tweet in G10:
[2] know,works
[2] works,violence
[2] violence,prevention
[2] prevention,rachel
[2] rachel,jewkes
[2] jewkes,whatworksvawg
[2] whatworksvawg,shares
[2] shares,findings
[2] findings,five
[2] five,years

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@4pawshop
@sheaserrano
@mswomenscenter
@jaapvanhierden
@aurorawomen
@cordaidaf
@ajfoconference
@genderequity4a1
@cornwallwomensf

Top Mentioned in G2:
@cornwallwomensf
@annakatejay
@lanhydrockhotel
@alex_polizzi_
@cornwall_cf
@austellprint
@fsbcornwall
@lucytheobald1
@rachelfnfkids
@krispob

Top Mentioned in G3:
@aurorawomen
@ctopendata
@fccfoundation
@usowomen
@kcfarrar

Top Mentioned in G4:
@sheaserrano
@mswomenscenter

Top Mentioned in G5:
@jaapvanhierden
@cordaidaf
@royamahboob
@cordaid

Top Mentioned in G6:
@genderequity4a1
@networkathena
@beteamwomen

Top Mentioned in G7:
@unicef
@womenintheworld
@womenandgirls
@telesurenglish
@democracynow
@evoespueblo

Top Mentioned in G8:
@ajfoconference

Top Mentioned in G9:
@ezidi2

Top Mentioned in G10:
@whatworksvawg
@prbdata
@fhi360

Top Tweeters
Top Tweeters in Entire Graph:
@4pawshop
@nembotavy_0101
@ap
@azzatalsaleem
@telesurenglish
@pokercenter
@juliawraith
@bellerosada
@hellogadget_st
@ezidi2

Top Tweeters in G1:
@bellerosada
@ctemplin3
@janekbrundage
@agenda_alliance
@trump_for_ever
@xxtraspecial
@toubuya
@user31277529
@maddie_chera
@maryspence1987

Top Tweeters in G2:
@fsbcornwall
@krispob
@austellprint
@mulweevie
@lanhydrockhotel
@rachelfnfkids
@annakatejay
@oxfordamanda
@cornwall_cf
@lucytheobald1

Top Tweeters in G3:
@jpadilla_
@usowomen
@kcfarrar
@adamjberkowitz
@fortunatokarla
@ycdurant
@fccfoundation
@tkleykamp
@ctopendata
@tdeverette

Top Tweeters in G4:
@spara
@houstonswat
@sheaserrano
@hugh_dini
@castilloadam07
@davedaniels
@bendom1929
@anxiousromantix
@mswomenscenter
@scottlawrie16

Top Tweeters in G5:
@cordaid
@eddy_mbuyi
@royamahboob
@ajmalsayedsadat
@yaldaaminy
@rhx78
@cordaidaf
@jaapvanhierden
@stevenlanting1

Top Tweeters in G6:
@martholanah
@etcrone
@networkathena
@beteamwomen
@genderequity4a1
@maita_shelmith
@helenanangombe
@leonidahwangari

Top Tweeters in G7:
@telesurenglish
@juliawraith
@democracynow
@womenintheworld
@unicef
@evoespueblo
@unwomenwatch
@womenandgirls

Top Tweeters in G8:
@hanansiham
@anewtonyita
@dfreeman_tsf
@ajfoconference
@thesecurusfdn
@restoreus_now

Top Tweeters in G9:
@azzatalsaleem
@ezidi2
@renewedpkp
@kumaranshan1
@greenbhoy65

Top Tweeters in G10:
@nembotavy_0101
@fhi360
@prbdata
@whatworksvawg


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