vitalvoices, Twitter, 11/20/2020 7:19:05 PM, 241944


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vitalvoices_2020-11-19_22-22-03.xlsx
vitalvoices_2020-11-19_22-22-03.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 20, 2020
Short Description:
vitalvoices via NodeXL https://bit.ly/3357Wr3
@vitalvoices
@nowthisnews
@hillaryclinton
@ibilola_amao
@obyezeks
@staceyabrams
@global_renewal
@bembalas
@kalsonabdi
@alysenelson

Top hashtags:
#nowthisnext
#powertoempower
#globalambassadors
#globalleadershipawards

Description:
Description
The graph represents a network of 5,631 Twitter users whose tweets in the requested range contained "vitalvoices", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 20 November 2020 at 06:29 UTC.

The requested start date was Friday, 20 November 2020 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 73-day, 16-hour, 18-minute period from Sunday, 06 September 2020 at 21:22 UTC to Thursday, 19 November 2020 at 13:40 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 : 5631
Unique Edges : 10233
Edges With Duplicates : 17571
Total Edges : 27804
Number of Edge Types : 5
Mentions : 6791
Retweet : 5381
MentionsInRetweet : 14227
Replies to : 1248
Tweet : 157
Self-Loops : 180
Reciprocated Vertex Pair Ratio : 0.0279276420184069
Reciprocated Edge Ratio : 0.0543377585674591
Connected Components : 57
Single-Vertex Connected Components : 37
Maximum Vertices in a Connected Component : 5468
Maximum Edges in a Connected Component : 27543
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.665081
Graph Density : 0.000510842510045728
Modularity : 0.331663
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 5,631 Twitter users whose tweets in the requested range contained "vitalvoices", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 20 November 2020 at 06:29 UTC.

The requested start date was Friday, 20 November 2020 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 73-day, 16-hour, 18-minute period from Sunday, 06 September 2020 at 21:22 UTC to Thursday, 19 November 2020 at 13:40 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 : vitalvoices
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:
[150] https://nowthisnews.com/next/
[56] https://nowthisnews.com/next
[27] https://nowthisnews.com/next?sc=Twitter&mc=Oct18
[23] https://www.vitalvoices.org/donate-to-receive-our-new-vital-voices-book/
[22] https://nowthisnews.com/next/schedule
[21] https://www.vitalvoices.org/what-we-do/signature-programs/economic-empowerment/
[12] https://twitter.com/VitalVoices/status/1325126160473354241
[12] https://twitter.com/vitalvoices/status/1317616435045302273
[11] https://weempowerpitchnight2020.splashthat.com/
[9] https://www.surveygizmo.com/s3/5469757/VV-GROW-Fellowship-2021-Application

Top URLs in Tweet in G1:
[136] https://nowthisnews.com/next/
[42] https://nowthisnews.com/next
[17] https://nowthisnews.com/next/schedule
[12] https://twitter.com/vitalvoices/status/1317616435045302273
[6] https://www.youtube.com/watch?v=FJY9rZ0fJrQ&feature=emb_title

[5] https://www.instagram.com/accounts/login/
[4] https://nowthisnews.com/next?sc=Twitter&mc=Oct18Invite
[3] https://twitter.com/i/broadcasts/1mrGmEkZPBkGy
[3] https://twitter.com/VitalVoices/status/1317616435045302273
[2] https://twitter.com/vitalvoices/status/1317881350486110218

Top URLs in Tweet in G2:
[8] https://nowthisnews.com/next?sc=Twitter&mc=Oct18
[6] https://nowthisnews.com/next/
[4] https://twitter.com/VitalVoices/status/1317877517194305536
[3] https://nowthisnews.com/next
[3] https://www.youtube.com/watch?v=QxuyfWoVV98

[3] https://twitter.com/UdofaUnwanaette/status/1317847151708426240?s=19
[2] https://twitter.com/VitalVoices/status/1316536787519635456
[2] https://nowthisnext.splashthat.com/
[2] https://www.linkedin.com/pulse/business-reimagined-stages-pandemic-shilpi-singh/
[2] https://www.instagram.com/p/CGfpwQZBooS/

Top URLs in Tweet in G3:
[2] https://nowthisnews.com/next/
[2] https://twitter.com/vitalvoices/status/1317523017761775619
[2] https://www.youtube.com/watch?app=desktop&v=EtezgxZr4u8
[1] https://nowthisnext.splashthat.com/
[1] https://twitter.com/vitalvoices/status/1315679605387390983
[1] https://twitter.com/nowthisnews/status/1316785293471735808
[1] https://www.vitalvoices.org/get-involved/ways-to-give/donate-2/
[1] https://twitter.com/nowthisnews/status/1317903222934261760
[1] https://thefutureofenterprenuership.splashthat.com/?gz=dfbe50ac82e38062&guest-access-hash=NDU3OTc1OTgxfDM1MDM4OTc2MnwxNjA1MTM0NzQxO2QxMjZlZjc5Y2E2MjQwZDRkN2IxNDhjY2QwMDMyNmUwODg2YzY5ZjZiOWI2N2Q1ODI2OTI3M2U2NTE2ZWMzNGQ=
[1] http://www.vitalvoices.org/

Top URLs in Tweet in G4:
[23] https://www.vitalvoices.org/donate-to-receive-our-new-vital-voices-book/
[16] https://nowthisnews.com/next?sc=Twitter&mc=Oct18
[11] https://www.vitalvoices.org/what-we-do/signature-programs/economic-empowerment/
[11] https://weempowerpitchnight2020.splashthat.com/
[10] https://nowthisnews.com/next
[9] https://www.surveygizmo.com/s3/5469757/VV-GROW-Fellowship-2021-Application
[6] https://www.mos.com/
[6] https://nowthisnews.com/next/
[5] https://twitter.com/vitalvoices/status/1317892105428258816
[5] https://groyourbiz.com/blog/collaborateur/sarah-el-battouty/

Top URLs in Tweet in G5:
[1] https://www.energyinst.org/membership-and-careers/membership
[1] https://twitter.com/dez_blanchfield/status/1322578797602861056?s=20
[1] https://about.bankofamerica.com/en-us/what-guides-us/celebrating-a-decade-of-advancing-women-leaders.html?bcen=8a6b
[1] https://twitter.com/nowthisnews/status/1316453726018822155
[1] https://www.linkedin.com/pulse/30000-women-across-85-countries-funded-trained-decade-anne-finucane/?published=t
[1] https://twitter.com/BofA_News/status/1317457585985875969
[1] https://twitter.com/JoshuaPichard15/status/1322218093523947526?s=19
[1] https://www.youtube.com/watch?v=Wr7drVv3474

[1] https://www.entrepreneur.com/article/324743
[1] https://www.youtube.com/watch?v=y2WbTwwJopM&feature=youtu.be

Top URLs in Tweet in G6:
[2] https://docs.google.com/forms/d/e/1FAIpQLScduPijSEUeKGqD8SWiYkroAdOYMX88RtQgR7rfjy-M-tfI5Q/viewform?usp=send_form
[1] https://twitter.com/susannenewton/status/1306810724748939264
[1] https://twitter.com/VitalVoices/status/1307107177426018309
[1] https://twitter.com/bembalas/status/1328889840918695936
[1] https://twitter.com/un_women/status/1308580605249159169
[1] https://twitter.com/nasscomfdn/status/1320687312892690433
[1] https://twitter.com/bembalas/status/1317123545101520896
[1] https://twitter.com/bembalas/status/1321105026001989633
[1] https://twitter.com/sayftycom/status/1324688733397012480
[1] https://twitter.com/BembalaS/status/1323643962360360963

Top URLs in Tweet in G7:
[3] https://twitter.com/VitalVoices/status/1325126160473354241
[1] https://www.vitalvoices.org/what-we-do/signature-programs/economic-empowerment/
[1] https://twitter.com/VerlaineDiane/status/1303675037136891906
[1] https://twitter.com/DreamZahara/status/1307939843775893504
[1] http://www.vitalvoices.org/
[1] https://www.vitalvoices.org/2020/09/the-next-25-years/
[1] https://twitter.com/HillaryClinton/status/1321116638071164930
[1] https://twitter.com/thedailyedge/status/1314210385835167745

Top URLs in Tweet in G8:
[2] https://twitter.com/ecaatstate/status/1327986944568070146
[1] https://twitter.com/VitalVoices/status/1328800303773339649
[1] https://www.state.gov/fortunes-most-powerful-women-to-mentor-women-leaders-from-around-the-world-2/
[1] https://twitter.com/EINPresswirePR/status/1321135944985202691
[1] https://bit.ly/3mrxZzT
[1] https://twitter.com/CobraLS/status/1316076858325295110
[1] https://twitter.com/CobraLS/status/1321185008946683904
[1] https://twitter.com/ECAatState/status/1316801951259144193
[1] https://www.quora.com/q/dfiveit/Some-Proven-Ways-How-SEO-Drive-Online-Traffic-to-your-Website
[1] https://nowthisnews.com/next?sc=Twitter&mc=Oct18

Top URLs in Tweet in G10:
[4] https://twitter.com/BofA_News/status/1317457585985875969
[2] http://old.vitalvoices.org/blog/2013/11/alyse-nelson-delivers-keynote-department-international-development-and-foreign-and-comm
[1] https://www.vitalvoices.org/who-we-are/bod/

Top Domains
Top Domains in Tweet in Entire Graph:
[300] twitter.com
[264] nowthisnews.com
[92] vitalvoices.org
[43] youtube.com
[23] splashthat.com
[22] dy.si
[15] instagram.com
[13] groyourbiz.com
[12] apple.com
[11] zoom.us

Top Domains in Tweet in G1:
[199] nowthisnews.com
[34] twitter.com
[22] dy.si
[6] youtube.com
[6] instagram.com
[5] pscp.tv
[1] raisedonors.com
[1] thirtyseveneast.com
[1] womeninbusinessni.com
[1] gofundme.com

Top Domains in Tweet in G2:
[49] twitter.com
[19] nowthisnews.com
[6] youtube.com
[5] pscp.tv
[3] splashthat.com
[3] instagram.com
[2] linkedin.com
[2] vitalvoices.org
[2] apple.com
[2] spotify.com

Top Domains in Tweet in G3:
[14] twitter.com
[9] youtube.com
[3] nowthisnews.com
[2] splashthat.com
[2] vitalvoices.org
[1] governing.com
[1] nypost.com
[1] instagram.com
[1] google.com
[1] bostonherald.com

Top Domains in Tweet in G4:
[98] twitter.com
[59] vitalvoices.org
[40] nowthisnews.com
[17] splashthat.com
[13] groyourbiz.com
[11] youtube.com
[10] apple.com
[10] nodexlgraphgallery.org
[9] surveygizmo.com
[6] mos.com

Top Domains in Tweet in G5:
[6] twitter.com
[6] youtube.com
[1] energyinst.org
[1] bankofamerica.com
[1] linkedin.com
[1] entrepreneur.com
[1] nowthisnews.com

Top Domains in Tweet in G6:
[29] twitter.com
[3] google.com
[1] unwomen.org
[1] facebook.com
[1] theguardian.com
[1] impulsesocialenterprises.com
[1] thirtyseveneast.com
[1] nowthisnews.com
[1] ambassadorforaday.org
[1] co.uk

Top Domains in Tweet in G7:
[7] twitter.com
[3] vitalvoices.org

Top Domains in Tweet in G8:
[11] twitter.com
[3] state.gov
[1] bit.ly
[1] quora.com
[1] nowthisnews.com
[1] queerty.com
[1] vitalvoices.org

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1365] nowthisnext
[282] powertoempower
[187] globalambassadors
[162] globalleadershipawards
[108] vitalvoices
[95] sponsored
[82] bringbackourgirls
[64] womenleaders
[61] vvgrow
[55] women



Top Hashtags in Tweet in G1:
[539] nowthisnext
[82] sponsored
[81] globalleadershipawards
[47] artforaction
[22] pgemployee
[19] steppingup
[18] maiteennowthisnext
[9] feminist
[8] weseeequal
[5] dollsclan

Top Hashtags in Tweet in G2:
[284] nowthisnext
[69] bringbackourgirls
[39] endsars
[31] globalleadershipawards
[26] vitalvoices
[23] elenatheessentialworker
[23] onefairwage
[23] 1billionrising
[16] femalefounders
[16] womenleaders

Top Hashtags in Tweet in G3:
[324] nowthisnext
[28] benghazi
[5] powertoempower
[4] endsars
[4] hillaryforprison
[4] clintonemails
[4] clintoncrimesagainstchildren
[4] clintoncrimefamily
[4] clinton
[4] clintonfoundation

Top Hashtags in Tweet in G4:
[265] powertoempower
[203] nowthisnext
[50] vvgrow
[50] weempower
[48] globalleadershipawards
[47] rbg
[46] women
[43] womenleaders
[32] vitalvoices
[28] covid19

Top Hashtags in Tweet in G5:
[174] globalambassadors
[6] nowthisnext
[5] womeninstem
[4] womenintech
[3] girlsinstem
[3] stem
[2] leadership
[2] engineering
[2] francebeheading
[1] wastetowealth

Top Hashtags in Tweet in G6:
[7] womenempowerment
[6] rgb
[6] equality
[5] metoo
[5] endsars
[4] defamation
[4] covid19
[3] women
[3] dayofthegirl
[3] powertoempower

Top Hashtags in Tweet in G7:
[11] vitalvoices
[9] beyoupowerfully
[5] voicesofsolidarity
[5] endgbv
[2] nowthisnext
[2] rbg
[1] women
[1] patriotismoverparty
[1] womanentrepreneur
[1] womenempowerment

Top Hashtags in Tweet in G8:
[8] fortunempw
[7] fortune15
[5] womensupportingwomen
[3] gbv
[2] gew2020
[1] globalleadershipawards
[1] entrepreneurship
[1] globalbusiness
[1] ff
[1] empowerwomen

Top Hashtags in Tweet in G9:
[1] unga
[1] un75
[1] turnitaround
[1] buildbackbetter
[1] gbolahanolubowalemsw
[1] unsg

Top Words
Top Words in Tweet in Entire Graph:
[4896] vitalvoices
[3790] nowthisnews
[1999] women
[1512] join
[1369] #nowthisnext
[1350] hillaryclinton
[909] virtual
[884] event
[851] sunday
[812] celebrating

Top Words in Tweet in G1:
[1647] nowthisnews
[1355] vitalvoices
[640] maiteperroni
[619] join
[541] #nowthisnext
[438] virtual
[434] women
[391] sunday
[348] celebrating
[338] next

Top Words in Tweet in G2:
[1097] nowthisnews
[734] staceyabrams
[731] vitalvoices
[686] obyezeks
[562] co
[543] founder
[479] dr
[475] democracy
[458] citizens
[457] talk

Top Words in Tweet in G3:
[1141] hillaryclinton
[914] vitalvoices
[703] nowthisnews
[598] rights
[516] join
[334] women
[327] jamiraburley
[324] #nowthisnext
[314] live
[311] event

Top Words in Tweet in G4:
[1185] vitalvoices
[762] women
[313] using
[279] nowthisnews
[278] 100
[269] book
[263] #powertoempower
[243] alysenelson
[203] #nowthisnext
[190] weempowersdg

Top Words in Tweet in G5:
[286] vitalvoices
[208] cherieblairfndn
[206] toryburchfdn
[202] annefinucane
[174] #globalambassadors
[170] work
[169] programs
[167] decade
[165] taught
[59] ibilola_amao

Top Words in Tweet in G6:
[74] un_women
[70] women
[55] 100
[54] deserves
[53] happy
[52] vital
[51] unwomenmalawi
[51] child
[51] marriage
[51] terminator

Top Words in Tweet in G7:
[134] vitalvoices
[110] kamalaharris
[105] congratulations
[101] president
[94] woman
[94] elect
[93] representation
[93] barriers
[93] vice
[92] matters

Top Words in Tweet in G8:
[71] vitalvoices
[62] ecaatstate
[61] women
[59] global
[51] mentoring
[44] statedept
[43] fortunempw
[43] partnership
[32] fortune
[25] eca_as

Top Words in Tweet in G10:
[7] vitalvoices
[6] charlesortel
[6] note
[6] major
[6] clintonfdn
[6] exposures
[6] bankofamerica
[6] thejusticedept
[6] csthetruth
[2] realcandaceo

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1467] nowthisnews,vitalvoices
[771] join,sunday
[747] virtual,event
[705] vitalvoices,celebrating
[690] live,virtual
[690] event,nowthisnews
[572] co,founder
[559] #nowthisnext,live
[511] sunday,#nowthisnext
[470] dr,obyezeks

Top Word Pairs in Tweet in G1:
[669] nowthisnews,vitalvoices
[381] join,sunday
[325] virtual,event
[317] vitalvoices,celebrating
[307] event,nowthisnews
[304] live,virtual
[269] nowthis,next
[259] maiteperroni,join
[228] celebrating,changemakers
[200] #nowthisnext,live

Top Word Pairs in Tweet in G2:
[513] co,founder
[460] dr,obyezeks
[457] citizens,fix
[457] fix,democracy
[456] nowthisnews,citizens
[456] democracy,staceyabrams
[449] obyezeks,talk
[431] staceyabrams,interviewed
[431] interviewed,bring
[431] bring,back

Top Word Pairs in Tweet in G3:
[588] nowthisnews,vitalvoices
[305] virtual,event
[299] join,sunday
[296] live,virtual
[296] event,nowthisnews
[296] vitalvoices,celebrating
[294] #nowthisnext,live
[294] celebrating,incredible
[293] sunday,#nowthisnext
[286] vitalvoices,jamiraburley

Top Word Pairs in Tweet in G4:
[264] 100,women
[241] women,using
[228] using,#powertoempower
[188] vitalvoices,book
[184] book,100
[129] included,vitalvoices
[120] women,leaders
[84] excited,included
[82] women,lead
[81] lead,differently

Top Word Pairs in Tweet in G5:
[204] toryburchfdn,cherieblairfndn
[167] vitalvoices,#globalambassadors
[165] work,toryburchfdn
[165] cherieblairfndn,decade
[165] decade,vitalvoices
[165] #globalambassadors,programs
[165] programs,taught
[164] annefinucane,work
[37] cherieblairfndn,vitalvoices
[35] annefinucane,bofa_news

Top Word Pairs in Tweet in G6:
[53] 100,women
[51] child,marriage
[51] marriage,terminator
[51] terminator,deserves
[51] deserves,vital
[51] vital,voices
[51] voices,top
[51] top,100
[51] women,trail
[51] trail,blazers

Top Word Pairs in Tweet in G7:
[98] congratulations,kamalaharris
[94] president,elect
[93] vice,president
[92] vitalvoices,representation
[92] representation,matters
[92] matters,congratulations
[92] kamalaharris,breaking
[92] breaking,barriers
[92] barriers,us's
[92] us's,first

Top Word Pairs in Tweet in G8:
[41] mentoring,partnership
[39] global,women
[33] women,mentoring
[29] statedept,global
[24] fortune,statedept
[17] fortunempw,vitalvoices
[15] ecaatstate,vitalvoices
[14] life,changing
[12] statedept,vitalvoices
[12] vitalvoices,global

Top Word Pairs in Tweet in G10:
[6] note,vitalvoices
[6] vitalvoices,major
[6] major,clintonfdn
[6] clintonfdn,exposures
[6] exposures,bankofamerica
[6] bankofamerica,thejusticedept
[6] thejusticedept,csthetruth
[5] charlesortel,note
[2] kay646464,mntwelch1

Top Replied-To
Top Replied-To in Entire Graph:
@hillaryclinton
@nowthisnews
@maiteperroni
@vitalvoices
@annefinucane
@obyezeks
@ibilola_amao
@quackityhcue
@lagarde
@phumzileunwomen

Top Replied-To in G1:
@maiteperroni
@nowthisnews
@vitalvoices
@wibni
@norahcasey
@carolinapalomo
@astronaia
@mpwbra
@iamjojo
@jamiraburley

Top Replied-To in G2:
@nowthisnews
@obyezeks
@buzshilpi
@vitalvoices
@jovialjoy
@studio4_online
@anuradhagoyal
@dwaqaf
@hillaryclinton
@ccrossan

Top Replied-To in G3:
@hillaryclinton
@nowthisnews
@jamiraburley
@klaus88jensen
@dianahollins
@awelab1956
@gricelmarcano
@carrieksada
@sabrina_fain
@jerseycornelia

Top Replied-To in G4:
@vitalvoices
@nowthisnews
@lagarde
@phumzileunwomen
@elizabethbanks
@weempowersdg
@lauritalonso
@kiranbirsethi
@kahwalla
@asha_bha

Top Replied-To in G5:
@annefinucane
@ibilola_amao
@bofa_news
@lonadekinc
@ngvision2020_2
@energyinstitute
@csehng
@kind2theplanet
@craftymama51
@mppatriot

Top Replied-To in G6:
@abhasinghlawyer
@sandymridul
@vitalvoices
@susannenewton
@ninaagtey
@childline1098
@mentalhealthind
@rahi_foundation
@endbondedlabour
@ngoprotsahan

Top Replied-To in G7:
@vitalvoices
@hillaryclinton
@nowthisnews
@drmshahidakhan
@c_c_krebs
@vinguptamd
@msnbc
@jreinermd
@barackobama
@neusummits

Top Replied-To in G8:
@aiginsurance
@enamara
@ecaatstate
@silvanaladivisa
@fortunempw
@sherrytums
@pkawumi
@anesumasube
@lightsolar
@vanessa_atim_

Top Replied-To in G9:
@unlibrary

Top Replied-To in G10:
@asterling
@kay646464
@nowthisnews

Top Mentioned
Top Mentioned in Entire Graph:
@vitalvoices
@nowthisnews
@hillaryclinton
@staceyabrams
@obyezeks
@maiteperroni
@jamiraburley
@alysenelson
@iamjojo
@cherieblairfndn

Top Mentioned in G1:
@nowthisnews
@vitalvoices
@maiteperroni
@iamjojo
@vita
@dollsclan
@norahcasey
@alysenelson
@obyezeks
@wibni

Top Mentioned in G2:
@nowthisnews
@staceyabrams
@vitalvoices
@obyezeks
@sethmeyers
@hillaryclinton
@iamjojo
@jovialjoy
@traceeellisross
@zoeydeutch

Top Mentioned in G3:
@vitalvoices
@hillaryclinton
@nowthisnews
@jamiraburley
@the_odditty
@kamalaharris
@obyezeks
@qsendm
@vita
@nowthi

Top Mentioned in G4:
@vitalvoices
@alysenelson
@nowthisnews
@weempowersdg
@leahlizarondo
@elizabethbanks
@gaylekabaker
@ibilola_amao
@amaniballour
@hillaryclinton

Top Mentioned in G5:
@vitalvoices
@cherieblairfndn
@toryburchfdn
@annefinucane
@weconnection
@bofa_news
@ibilola_amao
@lonadekinc
@einigeria
@techwomen

Top Mentioned in G6:
@un_women
@unwomenmalawi
@vitalvoices
@vitalv
@nowthisnews
@shethepeople
@masalabai
@agnesapea
@ncwindia
@purna_unw

Top Mentioned in G7:
@vitalvoices
@kamalaharris
@dreamzahara
@joebiden
@jandersonroland
@shaktivahini
@giwlkings
@hivos
@g_macheltrust

Top Mentioned in G8:
@vitalvoices
@ecaatstate
@statedept
@fortunempw
@eca_as
@exchangealumni
@phetogomolati
@stategwi
@cobrals
@sportsempower

Top Mentioned in G9:
@un
@secgen
@antonioguterres
@nigeriagov
@ungeneva
@un_pga
@unhumanrights
@un_spokesperson
@unaoc
@un4indigenous

Top Mentioned in G10:
@vitalvoices
@charlesortel
@clintonfdn
@bankofamerica
@thejusticedept
@csthetruth
@realcandaceo
@mntwelch1
@kanyewest
@yigsstarhouse

Top Tweeters
Top Tweeters in Entire Graph:
@filafresh
@immoralreport
@monicasloves
@chidambara09
@thereal_rebel
@femtech_
@john1966olsen
@ggg_says
@talkintou
@bellesapepper37

Top Tweeters in G1:
@john1966olsen
@ggg_says
@bellesapepper37
@barbarosa69
@nathaofficial_
@ami_tvdfan
@mtmarilyn2
@fwdcrocblu
@mary_swilling
@pastorabharris

Top Tweeters in G2:
@filafresh
@thereal_rebel
@talkintou
@kimvie
@jackiedeburca
@tallyannae
@wechoosewisdom
@dsochoa
@teckiegirl
@rockyintx

Top Tweeters in G3:
@immoralreport
@monicasloves
@kstreet111
@awelab1956
@justwhatnowwhy
@lisakbromley
@famouspixs
@sherrikuczeryk
@rebellegrrl
@angels_xr

Top Tweeters in G4:
@chidambara09
@guardian
@loulachat
@bivi_17
@lorettabower3
@dudeneyn
@dvanhook822
@washingtonpost
@charlenegapeach
@abc7news

Top Tweeters in G5:
@femtech_
@cindy_52s
@govsherazkhan
@cece_23spalding
@straitarrow10
@bjorkian15
@nadiasindi
@ssxman2
@valaafshar
@lglwry

Top Tweeters in G6:
@tvn24
@therestlessquil
@ddm91
@melaninneal
@beccaj16_
@__gshit
@bdutt
@feminaindia
@santaah92
@hrw

Top Tweeters in G7:
@cnn
@raheemdickson
@msnbc
@cnnpolitics
@itsmarthabitch
@malcolmnance
@b_funmi
@drpatois
@janeannej
@larrs9325

Top Tweeters in G8:
@diapermakeovers
@honduran_lion
@17dish
@wdsprmaven
@lariinrio
@pewtannn
@statedept
@daphss
@lubegapaul
@datwiterr

Top Tweeters in G9:
@global_renewal
@mfa_russia
@ungeneva
@nigeriagov
@cubaonu
@basw_uk
@eu_commission
@unesco
@commonwealthsec
@globalgoalsun

Top Tweeters in G10:
@fl85
@quicksilver2723
@fernetmendocina
@kay646464
@carmenacoleman
@true_pundit
@sidneypowell1
@asterling
@maryulinger
@mntwelch1