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#TEDWomen_2019-12-07_12-10-30.xlsx (experimental version)
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From:
Connected Action NodeXL-Reports
Uploaded on:
December 07, 2019
Short Description:
#TEDWomen via NodeXL http://bit.ly/36nQSvV
@tedtalks
@tedwomen
@hoccgoomusic
@patmitchell
@drjengunter
@nicoledeb
@amatthiesen
@fcfortune
@lynnpowered
@ashirvadlobo

Top hashtags:
#tedwomen
#tedwomen2019
#tedx
#ted
#tedxlahorewomen
#bold
#brilliant
#tedtalks
#tedtalk

Description:
Description
The graph represents a network of 2,248 Twitter users whose recent tweets contained "#TEDWomen", 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, 07 December 2019 at 20:26 UTC.

The tweets in the network were tweeted over the 8-day, 13-hour, 58-minute period from Friday, 29 November 2019 at 06:12 UTC to Saturday, 07 December 2019 at 20:10 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 : 2248
Unique Edges : 4597
Edges With Duplicates : 1251
Total Edges : 5848
Self-Loops : 280
Reciprocated Vertex Pair Ratio : 0.0200794812800669
Reciprocated Edge Ratio : 0.0393684642198073
Connected Components : 79
Single-Vertex Connected Components : 53
Maximum Vertices in a Connected Component : 2085
Maximum Edges in a Connected Component : 5615
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.036982
Graph Density : 0.000965502441372997
Modularity : 0.544469
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 2,248 Twitter users whose recent tweets contained "#TEDWomen", 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, 07 December 2019 at 20:26 UTC.

The tweets in the network were tweeted over the 8-day, 13-hour, 58-minute period from Friday, 29 November 2019 at 06:12 UTC to Saturday, 07 December 2019 at 20:10 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 : TwitterSearch
Graph Term : #TEDWomen
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 : Followers
Vertex Alpha : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[8] https://ted.com/
[6] https://instagram.com/p/B5vhNC3BL7v/
[5] https://twitter.com/yakisawyerr/status/1203287845445816320
[5] https://www.jiabaoli.org/
[4] https://twitter.com/BNYMellonWealth/status/1202997428137480197
[4] https://blog.ted.com
[3] https://twitter.com/ughe_org/status/1202916823232057345
[3] https://twitter.com/catgyoung/status/1202626188394450945
[3] https://www.inc.com/damon-brown/how-to-plan-for-future-even-when-youre-scared.html
[3] https://tedwomen2019.ted.com/program

Top URLs in Tweet in G1:
[2] https://www.huffingtonpost.com/sarah-kay/the-type_b_3533002.html
[1] https://blog.ted.com/tag/tedwomen-2013/
[1] https://twitter.com/hoccgoomusic/status/1203200580371402752

Top URLs in Tweet in G2:
[3] https://twitter.com/ughe_org/status/1202916823232057345
[3] https://www.inc.com/damon-brown/how-to-plan-for-future-even-when-youre-scared.html
[3] https://tedxtangamanga.com/tedwomen/
[2] https://twitter.com/saatchi_gallery/status/813295304938229760
[2] https://twitter.com/mftckc/status/1203016183278125063
[2] https://tedwomen2019.ted.com/
[1] https://www.ted.com/talks/tarana_burke_me_too_is_a_movement_not_a_moment/details?language=en
[1] https://www.jiabaoli.org/
[1] https://go.ted.com:443/katharinewilkinson
[1] https://tedwomen2019.ted.com/speakers#agnes-binagwaho

Top URLs in Tweet in G3:
[8] https://ted.com/
[5] https://twitter.com/yakisawyerr/status/1203287845445816320
[2] https://www.ted.com/talks/emily_quinn_the_way_we_think_about_biological_sex_is_wrong
[2] https://twitter.com/patmitchell/status/1203029810412322816
[1] https://tedwomen2019.ted.com/speakers
[1] https://twitter.com/patmitchell/lists/tedwomen-2019
[1] https://blog.ted.com/a-dangerous-woman-pat-mitchell-speaks-at-tedwomen-2019/
[1] https://www.conservation.org/blog/protecting-nature-building-peace-indigenous-activist-wins-prestigious-award
[1] https://twitter.com/patmitchell/status/1203002442469658624
[1] https://twitter.com/theshelleylynn/status/1196977569876389888

Top URLs in Tweet in G4:
[6] https://instagram.com/p/B5vhNC3BL7v/
[4] https://www.jiabaoli.org/
[4] https://twitter.com/BNYMellonWealth/status/1202997428137480197
[4] https://blog.ted.com
[2] https://twitter.com/chenyuz/status/1202430069764845568/photo/1
[2] https://twitter.com/catgyoung/status/1202626188394450945
[1] https://at.ted.com/6e534ffbe35a0ffe6483353da39c4a12
[1] https://twitter.com/farrahrochon/status/1202784797787115521
[1] https://twitter.com/patmitchell/status/1203367439557259269
[1] https://www.ted.com/talks/eve_ensler_the_profound_power_of_an_authentic_apology?utm_source=twitter.com&utm_medium=social&utm_campaign=tedspread

Top URLs in Tweet in G5:
[1] https://twitter.com/patmitchell/status/1200520024991002624

Top URLs in Tweet in G6:
[2] https://tedwomen2019.ted.com/program
[2] https://ev9.evenue.net/cgi-bin/ncommerce3/SEGetEventInfo?ticketCode=GS:NEWMAN:R20:NG1210:&linkID=denver-newman&shopperContext=&pc=&caller=&appCode=&groupCode=TEDCC&cgc=
[2] https://at.ted.com/a5be40efe0bdc87e8bfed9e65ff47c69
[1] http://amazingwomenrock.com/karen-tse
[1] https://tedxgreensboro.com/tedwomen-2019/
[1] https://www.eventbrite.com/e/tedwomen2019boldbrilliant-tickets-78203499773
[1] https://www.allamericanspeakers.com/lists/tedwomen-2019-bold-brilliant.php
[1] https://twitter.com/ensemblehp/status/1202355684588871681
[1] https://at.ted.com/3a8de0d2d726fa15565648ef28bccffd
[1] https://at.ted.com/b1ca57329058238c99700527836e306b

Top URLs in Tweet in G8:
[1] https://www.ted.com/talks/brendan_constantine_the_opposites_game?language=en

Top URLs in Tweet in G9:
[2] https://twitter.com/AlizaMreza/status/1202560869722443782
[1] https://twitter.com/kvox/status/1202686835555586048

Top URLs in Tweet in G10:
[1] https://urlz.fr/aZQB
[1] https://urlz.fr/aZQC

Top Domains
Top Domains in Tweet in Entire Graph:
[75] twitter.com
[44] ted.com
[14] instagram.com
[5] jiabaoli.org
[4] apbspeakers.com
[3] inc.com
[3] tedxtangamanga.com
[2] urlz.fr
[2] evenue.net
[2] youtube.com

Top Domains in Tweet in G1:
[2] huffingtonpost.com
[1] ted.com
[1] twitter.com

Top Domains in Tweet in G2:
[12] twitter.com
[8] ted.com
[3] inc.com
[3] tedxtangamanga.com
[1] jiabaoli.org

Top Domains in Tweet in G3:
[16] twitter.com
[13] ted.com
[1] conservation.org
[1] fastcompany.com
[1] duckduckgo.com
[1] tweetedtimes.com
[1] instagram.com
[1] butterscotchmusic.com

Top Domains in Tweet in G4:
[26] twitter.com
[10] ted.com
[6] instagram.com
[4] jiabaoli.org

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

Top Domains in Tweet in G6:
[10] ted.com
[7] twitter.com
[7] instagram.com
[2] evenue.net
[1] amazingwomenrock.com
[1] tedxgreensboro.com
[1] eventbrite.com
[1] allamericanspeakers.com
[1] thehindu.com
[1] wildleadershipforum.org

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

Top Domains in Tweet in G9:
[3] twitter.com

Top Domains in Tweet in G10:
[2] urlz.fr

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2196] tedwomen
[85] tedwomen2019
[32] tedx
[30] ted
[27] tedxlahorewomen
[25] bold
[24] brilliant
[23] tedtalks
[23] tedtalk
[22] tedxlahore



Top Hashtags in Tweet in G1:
[755] tedwomen
[2] standwithhk
[2] ted
[1] tedwomen2019

Top Hashtags in Tweet in G2:
[358] tedwomen
[14] tedtalk
[6] firedrillfriday
[6] ellenjohnsonsirleaf
[5] rwanda
[3] palmsprings
[3] tedtalks
[3] slp
[3] conoce
[2] africa

Top Hashtags in Tweet in G3:
[392] tedwomen
[19] tedwomen2019
[12] scifi
[5] ted
[5] salonewomen
[5] ideasworthspreading
[5] tedtalks
[5] bold
[5] brilliant
[5] africa

Top Hashtags in Tweet in G4:
[332] tedwomen
[14] tedwomen2019
[8] firedrillfriday
[6] eveensler
[5] vaginabible
[5] bookclub
[5] palmsprings
[5] patent
[3] boldandbrilliant
[2] ted

Top Hashtags in Tweet in G5:
[81] tedwomen
[4] hindouibrahim
[2] feminism
[2] ethics
[2] business
[1] dataownership
[1] indigenousknowledge
[1] leadership
[1] moralleadership
[1] finance

Top Hashtags in Tweet in G6:
[68] tedwomen
[17] tedx
[16] ted
[7] tedtalks
[7] tedxwomenabbs
[7] tedxabbs
[7] abbs
[7] acharyabangalorebschool
[7] boldbrilliant
[6] tedwomen2019

Top Hashtags in Tweet in G7:
[48] tedwomen
[41] tedwomen2019
[2] womenwill
[1] truthtellers

Top Hashtags in Tweet in G8:
[26] tedwomen

Top Hashtags in Tweet in G9:
[27] tedxlahorewomen
[22] tedxlahore
[22] tedwomen
[19] pklibraries
[1] changemakers
[1] tedx

Top Hashtags in Tweet in G10:
[22] tedwomen
[19] bold
[18] brilliant
[18] tedxcewomen
[1] pionnière
[1] podcasts

Top Words
Top Words in Tweet in Entire Graph:
[6163] Words in Sentiment List#1: Positive
[2171] Words in Sentiment List#2: Negative
[2] Words in Sentiment List#3: Angry/Violent
[95010] Non-categorized Words
[103344] Total Words
[3148] #tedwomen
[1192] s
[886] being
[879] tedwomen
[875] world

Top Words in Tweet in G1:
[758] #tedwomen
[748] hong
[748] kong
[748] freedom
[748] thank
[746] tedwomen
[744] #standwithhk
[743] #ted
[742] being
[742] stage

Top Words in Tweet in G2:
[528] #tedwomen
[223] change
[183] s
[149] bold
[149] janefonda
[141] #firedrillfriday
[138] women
[137] tedtalks
[134] climate
[129] activist

Top Words in Tweet in G3:
[707] #tedwomen
[140] tedtalks
[124] women
[115] s
[110] data
[103] t
[100] many
[97] change
[94] jenzhuscott
[92] #tedwomen2019

Top Words in Tweet in G4:
[584] #tedwomen
[180] t
[152] tedtalks
[127] act
[123] shouldn
[123] feminism
[106] s
[103] drjengunter
[86] works
[84] body

Top Words in Tweet in G5:
[166] #tedwomen
[110] system
[65] cpichonbattle
[58] few
[56] economic
[54] climate
[54] value
[54] t
[53] change
[53] people

Top Words in Tweet in G6:
[68] #tedwomen
[17] #tedx
[16] #ted
[11] tickets
[9] 2019
[8] greetings
[7] #tedtalks
[7] out
[7] talk
[7] #tedxwomenabbs

Top Words in Tweet in G7:
[99] #tedwomen
[92] m
[50] think
[48] #tedwomen2019
[46] work
[46] yrs
[46] #womenwill
[45] know
[44] sounds
[44] stupid

Top Words in Tweet in G8:
[68] love
[34] #tedwomen
[24] speaking
[23] truth
[22] shouldn
[22] t
[22] act
[22] feminism
[22] know
[22] body

Top Words in Tweet in G9:
[47] #tedxlahorewomen
[47] #tedwomen
[46] #tedxlahore
[44] #pklibraries
[35] speaker
[34] pkbritish
[15] management
[14] event
[10] speaking
[10] happening

Top Words in Tweet in G10:
[47] #tedwomen
[43] #bold
[43] #brilliant
[43] #tedxcewomen
[34] est
[28] les
[26] des
[26] et
[26] au
[22] une

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[760] around,world
[750] hong,kong
[749] #tedwomen,stage
[744] tedwomen,#standwithhk
[744] #standwithhk,#ted
[743] being,#tedwomen
[743] stage,memorable
[743] memorable,experience
[743] experience,honour
[743] honour,share

Top Word Pairs in Tweet in G1:
[748] hong,kong
[743] tedwomen,#standwithhk
[743] #standwithhk,#ted
[742] being,#tedwomen
[742] #tedwomen,stage
[742] stage,memorable
[742] memorable,experience
[742] experience,honour
[742] honour,share
[742] share,hong

Top Word Pairs in Tweet in G2:
[125] climate,change
[123] #tedwomen,s
[123] bold,action
[117] actress,activist
[117] activist,janefonda
[117] janefonda,spoke
[117] spoke,#tedwomen
[117] s,taking
[117] taking,bold
[117] action,fight

Top Word Pairs in Tweet in G3:
[69] #tedwomen,tedtalks
[67] #tedwomen2019,#tedwomen
[59] jenzhuscott,#tedwomen2019
[52] google,facebook
[52] facebook,tencent's
[52] tencent's,combined
[52] combined,revenue
[52] revenue,2018
[52] 2018,236
[52] 236,billion

Top Word Pairs in Tweet in G4:
[123] shouldn,t
[123] t,act
[123] act,feminism
[84] body,works
[43] feminism,know
[43] know,body
[41] drjengunter,#tedwomen
[41] brought,down
[41] down,house
[39] exactly,body

Top Word Pairs in Tweet in G5:
[50] climate,change
[49] horrible,symptom
[49] symptom,economic
[49] economic,system
[49] extracts,value
[49] cpichonbattle,gcclp
[49] gcclp,#tedwomen
[48] change,problem
[48] problem,horrible
[48] system,extracts

Top Word Pairs in Tweet in G6:
[14] #ted,#tedwomen
[7] greetings,#tedwomen
[7] #tedwomen,#tedx
[7] #tedx,#tedxwomenabbs
[7] #tedxwomenabbs,#tedxabbs
[7] #tedxabbs,#abbs
[7] #abbs,#acharyabangalorebschool
[7] #acharyabangalorebschool,#boldbrilliant
[6] tedxabbswomen,2019
[5] booking,tickets

Top Word Pairs in Tweet in G7:
[46] #tedwomen,#womenwill
[44] know,sounds
[44] sounds,stupid
[44] stupid,maybe
[44] maybe,m
[44] m,being
[44] being,emotional
[44] emotional,think
[44] think,gratitude
[44] gratitude,overwhelmed

Top Word Pairs in Tweet in G8:
[44] love,love
[22] shouldn,t
[22] t,act
[22] act,feminism
[22] feminism,know
[22] know,body
[22] body,works
[22] works,love
[22] love,#tedwomen
[22] #tedwomen,jen

Top Word Pairs in Tweet in G9:
[39] #tedwomen,#pklibraries
[37] #tedxlahorewomen,#tedxlahore
[37] #tedxlahore,#tedwomen
[24] #pklibraries,pkbritish
[9] fourth,speaker
[9] speaker,tedxlahorewomen
[9] tedxlahorewomen,happening
[9] happening,8th
[9] 8th,december
[9] december,2019

Top Word Pairs in Tweet in G10:
[43] #tedwomen,#bold
[43] #bold,#brilliant
[43] #brilliant,#tedxcewomen
[9] rwanda,élevé
[9] élevé,femmes
[9] femmes,au
[9] au,parlement
[9] parlement,61
[9] 61,programme
[9] programme,vaccination

Top Replied-To
Top Replied-To in Entire Graph:
@tedtalks
@pih
@janefonda
@madrespeaks
@kelseytleonard
@mandyrosejones
@wkeithrobinson
@jenzhuscott
@iconforhire
@katyjustcannot

Top Replied-To in G2:
@tedtalks
@pih
@janefonda
@madrespeaks
@healthycrunch

Top Replied-To in G3:
@tedtalks
@cgtheodore
@lynnpowered
@tedchris
@patmitchell
@jenzhuscott
@janefonda

Top Replied-To in G4:
@madrespeaks
@kelseytleonard
@katyjustcannot
@bnymellonwealth
@vday
@jenzhuscott
@hcmcghee
@eveensler
@raymacaricatura

Top Replied-To in G7:
@fcfortune

Top Mentioned
Top Mentioned in Entire Graph:
@tedwomen
@tedtalks
@janefonda
@drjengunter
@jenzhuscott
@agnesbinagwaho
@cpichonbattle
@patmitchell
@angiemurimirwa
@joelakamag

Top Mentioned in G1:
@tedwomen
@hoccgoomusic
@tedxncluni

Top Mentioned in G2:
@janefonda
@tedtalks
@agnesbinagwaho
@tedwomen
@angiemurimirwa
@firedrillfriday
@patmitchell
@hindououmar
@farrahesmith
@conservationorg

Top Mentioned in G3:
@tedtalks
@jenzhuscott
@charliejane
@angiemurimirwa
@joelakamag
@carayarkhan
@officialmissval
@patmitchell
@noelinekirabo
@yakisawyerr

Top Mentioned in G4:
@tedtalks
@drjengunter
@tedwomen
@kelseytleonard
@vday
@hmcghee
@pritikrishtel
@bailproject
@patmitchell
@agnesbinagwaho

Top Mentioned in G5:
@cpichonbattle
@gcclp
@drjengunter
@tedtalks
@raymacaricatura
@patmitchell
@pritikrishtel
@janefonda
@officialmissval
@jenzhuscott

Top Mentioned in G6:
@advivumjourneys

Top Mentioned in G7:
@tedtalks

Top Mentioned in G8:
@raymacaricatura
@ted_ed

Top Mentioned in G9:
@pkbritish
@nayabgjan
@maheengulmalik

Top Mentioned in G10:
@janefonda

Top Tweeters
Top Tweeters in Entire Graph:
@leratomannya
@nembotavy_0101
@oasismountain
@analyticaglobal
@sindivanzyl
@4everanimalz1
@olumideidowu
@rockyintx
@leslielee327
@pushandpulljlm

Top Tweeters in G1:
@net2ayurveda
@sdevincenzo
@qwertyuiioasdg
@devilarea
@otqvv
@beheeve
@schenhayes
@jameslu920
@frank29650703
@julia_famularo

Top Tweeters in G2:
@oasismountain
@analyticaglobal
@4everanimalz1
@olumideidowu
@rockyintx
@pushandpulljlm
@wisdomnz
@inc
@femtech_
@caroltpsworld

Top Tweeters in G3:
@smita093
@julietkego
@sallyagale
@dylanhunt2017
@jasamgurlie
@cryptooz
@imdafi5thgospel
@ashwinidodani
@jmkuhn99
@abusulayman

Top Tweeters in G4:
@leslielee327
@donnadiane1970
@omfgkarlee
@cindygallop
@dazilmz
@codienec
@drjengunter
@mjcaswell
@jm_rives
@grumpeoldman

Top Tweeters in G5:
@kinsale42
@juststephok
@nautankitadka
@dpandalle
@pbstrd
@donjx
@thecorrection
@payformoncafe
@eriquimus_prime
@stg916

Top Tweeters in G6:
@amazingwomen
@kerrijack
@lorena_cr
@dokhtttarakkk
@kendallherold
@tystiklorius
@megbear
@shinzy8
@the_shadowcoach
@monjackson

Top Tweeters in G7:
@leratomannya
@sindivanzyl
@mimzv
@fcfortune
@dee1103
@revvyderhymes
@madamafrika
@94lonewolf_
@_mwaa_
@magleesta

Top Tweeters in G8:
@emeryvillematty
@celatsuarezg
@kaveinthran
@shawnsharif
@_yourshilpa
@ninasution
@tintinresists
@alishhernandez
@reikireality
@soraseki_n

Top Tweeters in G9:
@guldaar
@harismalikppp
@emeskay
@irtezaubaid
@tanveer_farrukh
@mkarimshah
@ihammadafzal
@pkbritish
@younaschowdhry
@amnazamir

Top Tweeters in G10:
@laurie_mbassi
@madiseydi
@brown__steven
@ba4chad
@cgleyzes
@tedxcewomen
@aubertinaline
@femmes_ec
@salsahayek
@xelita9