doula, Twitter, 11/15/2020 3:53:16 PM, 241490


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doula_2020-11-15_06-48-28.xlsx
doula_2020-11-15_06-48-28.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 15, 2020
Short Description:
doula via NodeXL https://bit.ly/3nvKGdL
@n_z_a_r_d
@omn1ra
@theavenuedoula
@dosaguasbirths
@_marslord
@kehlani
@earthmamaselah
@ash_bash23
@doula_lisa
@eztofeid

Top hashtags:
#doula
#blacktranslivesmatter
#blacktranscrowdfund
#midwife
#birth
#breastfeeding

Description:
Description
The graph represents a network of 6,668 Twitter users whose tweets in the requested range contained "doula", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 15 November 2020 at 14:57 UTC.

The requested start date was Friday, 13 November 2020 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 23-hour, 47-minute period from Friday, 30 October 2020 at 01:07 UTC to Friday, 13 November 2020 at 00:55 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 : 6668
Unique Edges : 3856
Edges With Duplicates : 9077
Total Edges : 12933
Number of Edge Types : 5
Retweet : 3626
MentionsInRetweet : 4001
Tweet : 2418
Mentions : 1513
Replies to : 1375
Self-Loops : 2553
Reciprocated Vertex Pair Ratio : 0.0330228619813717
Reciprocated Edge Ratio : 0.0639344262295082
Connected Components : 1726
Single-Vertex Connected Components : 911
Maximum Vertices in a Connected Component : 1415
Maximum Edges in a Connected Component : 3844
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 5.236596
Graph Density : 0.000137215694704167
Modularity : 0.499886
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 6,668 Twitter users whose tweets in the requested range contained "doula", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 15 November 2020 at 14:57 UTC.

The requested start date was Friday, 13 November 2020 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 23-hour, 47-minute period from Friday, 30 October 2020 at 01:07 UTC to Friday, 13 November 2020 at 00:55 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 : doula
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:
[148] https://www.gofundme.com/f/survival-for-black-doula?utm_source=twitter&utm_medium=social&utm_campaign=p_cf+share-flow-1
[41] https://form.questionscout.com/5f940f92832d3114348e831a
[39] https://www.gofundme.com/f/doula-work-support-4-black-moms-in-birth-work?utm_source=customer&utm_medium=copy_link&utm_campaign=p_cf+share-flow-1
[37] https://www.gofundme.com/f/survival-for-black-doula?utm_source=twitter&utm_medium=social&utm_campaign=p_cp+share-sheet
[36] https://dt51.net/c/?si=15259&li=1662683&wi=204627&ws=
[33] https://www.self.com/story/abortion-doula
[15] https://www.shutterstock.com/g/KenTackett?rid=178334466&utm_medium=email&utm_source=ctrbreferral-link
[14] http://www.twittascope.com/?sign=7
[12] https://twitter.com/iamsummerwalker/status/1323698830647402501
[11] https://www.malaymail.com/news/malaysia/2020/11/05/johor-court-grants-leave-to-doula-to-proceed-with-contempt-proceedings-agai/1919789

Top URLs in Tweet in G1:
[36] https://dt51.net/c/?si=15259&li=1662683&wi=204627&ws=
[14] http://www.twittascope.com/?sign=7
[12] https://twitter.com/iamsummerwalker/status/1323698830647402501
[6] https://www.akronohiomoms.com/life-family/pregnancy/hannah-wolfe-birth-doula-akron-ohio-advocate/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[4] https://stemmebabycare.com/2020/09/30/parenting-sleep-tip-ditch-the-gadgets-and-get-the-help
[4] https://www.facebook.com/heathermayerdoula/
[3] https://www.thecut.com/2020/10/how-i-get-it-done-alua-arthur-death-doula.html
[3] https://twitter.com/IAMSUMMERWALKER/status/1323698830647402501
[3] https://twitter.com/melanatedmomma/status/1325309972360519681
[3] https://www.georgiexoxo.com/2020/10/connecting-back-to-our-bodies-and-to-mother-earth-through-the-way-of-the-womb-an-interview-with-bec-wallis-birth-keeper/

Top URLs in Tweet in G2:
[2] https://m.facebook.com/story.php?story_fbid=10156107307496659&id=679746658
[2] https://majalahpama.my/ramai-yang-keliru-tugas-doula-bidan-banyak-perbezaan-antara-doula-hanya-peneman-ibu-sahaja/
[2] https://twitter.com/malaymail/status/1324379078577643520
[1] https://twitter.com/Khairykj/status/1326755655894528001
[1] https://www.bharian.com.my/berita/kes/2020/11/753008/mahkamah-benar-dr-sakinah-tangguh-mohon-maaf-kes-doula
[1] https://www.bharian.com.my/berita/kes/2020/11/750757/kes-doula-dr-sakinah-sulong-rayu-keputusan-mahkamah-tinggi
[1] https://www.mstar.com.my/lokal/viral/2019/02/26/pemilik-spa-doula
[1] https://muftiwp.gov.my/en/artikel/bayan-linnas/2292-bayan-linnas-siri-ke-125-hukum-menggunakan-khidmat-doula
[1] https://twitter.com/nolongerskek/status/1320694018066448384
[1] https://twitter.com/hasiffwilson/status/1320922437630914562

Top URLs in Tweet in G3:
[41] https://form.questionscout.com/5f940f92832d3114348e831a
[4] http://bicsoc.org.uk
[3] https://www.pregnancytoparenthood.ie/maternity-restrictions-are-inhumane/
[2] https://abueladoulas.co.uk/
[2] http://doula.ie/
[2] https://twitter.com/fatherhoodinst/status/1322623939345063938
[2] http://www.birthblissdoulacourses.co.uk
[2] https://thementalhealthdoula.co.uk/placenta-remedies/
[1] https://twitter.com/BICSoc/status/1322324660210585601
[1] https://twitter.com/lia_bri/status/1323676883309993986

Top URLs in Tweet in G4:
[4] https://twitter.com/jonathanvswan/status/1322981523608449024
[3] https://twitter.com/mjs_DC/status/1322602843661021184
[2] https://twitter.com/carlquintanilla/status/1322527556126605313
[2] https://twitter.com/theplumlinegs/status/1323281840204107776
[2] https://gcorr.teachable.com/p/youarehere/
[2] https://www.pscp.tv/w/cnRg4DIzNDkxNzJ8MXluSk9xTVlyUW5LUiPuC0tVaUbwfVhmKsoYbKk3SPeR0aM7sAUOU58ISz36
[2] https://twitter.com/rexchapman/status/1324825534908555264
[2] https://twitter.com/lindseygrahamsc/status/727604522156228608
[2] https://twitter.com/nikkihaley/status/1325789592100933633
[2] https://twitter.com/PpollingNumbers/status/1324352610296569857

Top URLs in Tweet in G5:
[136] https://www.gofundme.com/f/survival-for-black-doula?utm_source=twitter&utm_medium=social&utm_campaign=p_cf+share-flow-1
[36] https://www.gofundme.com/f/survival-for-black-doula?utm_source=twitter&utm_medium=social&utm_campaign=p_cp+share-sheet
[1] https://twitter.com/omn1ra/status/1324460773847060482?s=21
[1] https://www.gofundme.com/f/survival-for-black-doula?sharetype=teams&member=6137374&utm_medium=social&utm_source=twitter&utm_campaign=p_na+share-sheet&rcid=e2756368b8084832986e1848a44feac2
[1] https://www.gofundme.com/f/doula-work-support-4-black-moms-in-birth-work?utm_source=customer&utm_medium=copy_link&utm_campaign=p_cf+share-flow-1

Top URLs in Tweet in G6:
[5] https://www.gofundme.com/f/survival-for-black-doula?utm_source=twitter&utm_medium=social&utm_campaign=p_cf+share-flow-1
[3] https://twitter.com/jiggyjayy2/status/1326198160327389184
[2] https://www.sablackdoulacollective.com/about
[1] https://twitter.com/omn1ra/status/1324460773847060482?s=21
[1] https://www.gofundme.com/url_shortener/u/y48rrs
[1] https://twitter.com/omn1ra/status/1317355637144195072
[1] https://www.gofundme.com/f/survival-for-black-doula?utm_source=twitter&utm_medium=social&utm_campaign=p_cp+share-sheet
[1] https://twitter.com/bigmamaaqua/status/1322174397935923201
[1] https://twitter.com/divineyeyo/status/1322236049708535808
[1] https://www.sistersinbirthwork.org/fullspectrumdoulaschool

Top URLs in Tweet in G7:
[32] https://www.self.com/story/abortion-doula
[2] https://www.ancientsongdoulaservices.com
[1] https://twitter.com/milanrougee/status/1324798989288542210

Top URLs in Tweet in G8:
[4] https://www.gofundme.com/f/survival-for-black-doula?utm_source=twitter&utm_medium=social&utm_campaign=p_cf+share-flow-1
[3] https://twitter.com/pc_pools/status/1325835658338865153
[2] https://twitter.com/eztofeid/status/1326511679820222464
[1] https://cash.me/$eztofeid
[1] https://www.sistersinbirthwork.org/fullspectrumdoulaschool
[1] https://twitter.com/earthmamaselah/status/1322920350817128450
[1] https://twitter.com/pc_pools/status/1325910781112758277

Top URLs in Tweet in G9:
[3] https://www.bharian.com.my/berita/kes/2020/11/750757/kes-doula-dr-sakinah-sulong-rayu-keputusan-mahkamah-tinggi
[1] https://twitter.com/Khairykj/status/1324979383392628736
[1] https://twitter.com/RafiCounsel/status/1320685562030936066
[1] https://twitter.com/piargh/status/1320606366092849152
[1] https://twitter.com/501awani/status/1322535105156411392
[1] https://twitter.com/RightWingWatch/status/1324175651515949056
[1] https://twitter.com/n_z_a_r_d/status/1324697172034551808

Top URLs in Tweet in G10:
[1] https://twitter.com/BocarTALL09/status/1323678760634322947
[1] https://twitter.com/laye_touree/status/1325872004482945025

Top Domains
Top Domains in Tweet in Entire Graph:
[464] twitter.com
[232] gofundme.com
[131] inspiredbirthpro.com
[57] instagram.com
[45] self.com
[41] questionscout.com
[36] dt51.net
[30] facebook.com
[30] praeclaruspress.com
[25] youtube.com

Top Domains in Tweet in G1:
[127] twitter.com
[45] instagram.com
[36] dt51.net
[15] facebook.com
[14] twittascope.com
[13] upflow.co
[10] youtube.com
[10] agapebirth.com
[6] akronohiomoms.com
[6] georgiexoxo.com

Top Domains in Tweet in G2:
[5] twitter.com
[3] com.my
[2] facebook.com
[2] majalahpama.my
[1] gov.my

Top Domains in Tweet in G3:
[41] questionscout.com
[23] twitter.com
[9] org.uk
[6] co.uk
[3] pregnancytoparenthood.ie
[2] doula.ie
[1] lgbt.foundation
[1] gov.uk
[1] zoom.us
[1] aspire-covid19.com

Top Domains in Tweet in G4:
[107] twitter.com
[6] washingtonpost.com
[4] pscp.tv
[4] wapo.st
[2] teachable.com
[2] github.io
[1] nytimes.com
[1] co.uk
[1] france24.com
[1] wsj.com

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

Top Domains in Tweet in G6:
[25] twitter.com
[8] gofundme.com
[3] sistersinbirthwork.org
[2] sablackdoulacollective.com
[1] midwiferytoday.com
[1] cmfgroup.com
[1] t3doulaservices.com
[1] etsy.com
[1] dosaguasbirthingcenter.com
[1] waterbirth.org

Top Domains in Tweet in G7:
[32] self.com
[2] ancientsongdoulaservices.com
[1] twitter.com

Top Domains in Tweet in G8:
[7] twitter.com
[4] gofundme.com
[1] cash.me
[1] sistersinbirthwork.org

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

Top Domains in Tweet in G10:
[2] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[498] doula
[88] blacktranslivesmatter
[88] blacktranscrowdfund
[67] midwife
[52] birth
[44] breastfeeding
[36] sewityourself
[36] mondmasker
[36] midwifes
[36] kraamverzorging



Top Hashtags in Tweet in G1:
[149] doula
[54] midwife
[36] sewityourself
[36] mondmasker
[36] midwifes
[36] kraamverzorging
[36] kraamverzorgende
[20] birth
[18] pregnancy
[17] postpartum

Top Hashtags in Tweet in G2:
[5] saynotounsafebirth
[4] doula
[2] teamdrsakinah
[2] malaysia
[2] analisis
[1] profimelda

Top Hashtags in Tweet in G3:
[60] doula
[25] idecide
[15] butnotmaternity
[8] irishmaternitylockout
[7] betterbirths
[7] vbics20
[7] thementalhealthdoula
[7] nottingham
[6] derby
[6] placentaencapsulation

Top Hashtags in Tweet in G4:
[3] bidenharris2020
[2] news
[2] antisemitic
[2] ukraine
[2] presidentjoebiden
[2] bananarepublicans
[2] wednesdaywisdom
[2] stopthesteal
[2] trumphatesthemilitary
[2] mondaythoughts

Top Hashtags in Tweet in G5:
[79] blacktranslivesmatter
[79] blacktranscrowdfund
[1] transcrowdfund

Top Hashtags in Tweet in G6:
[6] doulas
[6] blackdoulasmatter
[5] birthdoula
[5] blackbirthdoula
[5] blackdoula
[4] doula
[3] blacktranslivesmatter
[3] blacktranscrowdfund
[3] blackdoulas
[3] blackmamasmatter

Top Hashtags in Tweet in G7:
[1] blacktranslivesmatter
[1] blacktranscrowdfund

Top Hashtags in Tweet in G8:
[2] blacktechtwitter
[1] blacktranslivesmatter
[1] blacktranscrowdfund

Top Hashtags in Tweet in G9:
[1] teamdrsakinah
[1] westandwithher

Top Hashtags in Tweet in G10:
[1] mrj
[1] rt

Top Words
Top Words in Tweet in Entire Graph:
[5285] doula
[875] being
[839] dr
[800] sakinah
[787] see
[764] vs
[744] part
[714] sulong
[711] let's
[705] begins

Top Words in Tweet in G1:
[990] doula
[149] #doula
[145] birth
[75] uma
[73] eu
[57] meu
[54] more
[54] #midwife
[50] minha
[47] erykah

Top Words in Tweet in G2:
[740] doula
[687] dr
[683] sakinah
[680] vs
[680] let's
[679] sulong
[679] part
[679] ii
[679] endgame
[679] begins

Top Words in Tweet in G3:
[82] startup
[65] doula_lisa
[60] #doula
[58] thank
[53] help
[48] please
[45] really
[42] much
[42] min
[41] bicsoc

Top Words in Tweet in G4:
[188] trump
[115] election
[87] president
[77] people
[57] votes
[50] realdonaldtrump
[48] vote
[48] biden
[46] more
[45] one

Top Words in Tweet in G5:
[213] omn1ra
[186] doula
[176] black
[172] survival
[137] donate
[136] click
[80] again
[80] behind
[80] rent
[80] bills

Top Words in Tweet in G6:
[497] doula
[129] earthmamaselah
[87] abortion
[84] birth
[71] black
[68] program
[65] holistic
[63] support
[57] services
[53] need

Top Words in Tweet in G7:
[152] doula
[142] abortion
[136] become
[97] writtenbyhanna
[75] queer
[74] ash_bash23
[74] wanna
[74] serve
[74] trans
[74] folks

Top Words in Tweet in G8:
[243] doula
[105] first
[105] client
[96] eztofeid
[81] bag
[80] due
[80] moment
[79] watching
[79] journey
[79] closely

Top Words in Tweet in G9:
[140] kes
[134] tak
[123] sangat
[106] doula
[82] dr
[79] sakinah
[72] nak
[71] kkm
[70] perubatan
[69] doktor

Top Words in Tweet in G10:
[136] doula
[76] xam
[59] nã
[57] fenn
[51] sa
[49] nga
[38] bi
[38] ba
[37] mais
[37] sã

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[800] dr,sakinah
[714] sakinah,sulong
[713] vs,doula
[700] sulong,vs
[700] doula,part
[700] part,ii
[700] ii,endgame
[700] endgame,begins
[700] begins,being
[700] being,represented

Top Word Pairs in Tweet in G1:
[45] #doula,#midwife
[43] birth,doula
[36] #sewityourself,#mondmasker
[36] #mondmasker,#midwifes
[36] #midwifes,#doula
[36] #midwife,#kraamverzorging
[36] #kraamverzorging,#kraamverzorgende
[33] death,doula
[33] estranha,mim
[27] erykah,badu

Top Word Pairs in Tweet in G2:
[683] dr,sakinah
[679] sakinah,sulong
[679] sulong,vs
[679] vs,doula
[679] doula,part
[679] part,ii
[679] ii,endgame
[679] endgame,begins
[679] begins,being
[679] being,represented

Top Word Pairs in Tweet in G3:
[41] please,help
[41] help,startup
[41] really,value
[41] value,insights
[41] insights,min
[41] min,survey
[41] survey,startup
[41] startup,totally
[41] totally,anonymous
[41] anonymous,super

Top Word Pairs in Tweet in G4:
[23] donald,trump
[14] white,house
[10] united,states
[10] voter,fraud
[10] four,years
[9] american,people
[9] trump,supporters
[9] black,people
[8] secretary,state
[8] make,sure

Top Word Pairs in Tweet in G5:
[172] survival,black
[138] black,doula
[136] doula,click
[136] click,donate
[135] omn1ra,survival
[79] posting,again
[79] months,behind
[79] behind,rent
[79] rent,bills
[79] bills,trying

Top Word Pairs in Tweet in G6:
[50] full,spectrum
[42] holistic,full
[39] abortion,doula
[37] spectrum,doula
[35] doula,services
[34] doula,school
[32] doula,program
[30] virtual,doula
[30] doula,tip
[28] black,doula

Top Word Pairs in Tweet in G7:
[142] abortion,doula
[136] become,abortion
[74] wanna,become
[74] doula,serve
[74] serve,queer
[74] queer,trans
[74] trans,folks
[73] ash_bash23,wanna
[61] writtenbyhanna,become
[30] those,know

Top Word Pairs in Tweet in G8:
[89] first,client
[81] doula,bag
[80] client,due
[79] watching,doula
[79] doula,journey
[79] journey,closely
[79] closely,first
[79] due,moment
[79] moment,preparing
[79] preparing,doula

Top Word Pairs in Tweet in G9:
[79] dr,sakinah
[67] tapi,doktor
[67] doktor,perubatan
[67] perubatan,tak
[67] tak,boleh
[67] boleh,nak
[67] nak,bersuara
[67] bersuara,sangat
[67] sangat,ks
[67] ks,doula

Top Word Pairs in Tweet in G10:
[38] xam,xam
[37] sã,nã
[36] nã,gal
[36] meun,nga
[36] nga,diangu
[36] diangu,ba
[36] ba,xam
[35] gal,meun
[35] xam,tã
[35] tã,doula

Top Replied-To
Top Replied-To in Entire Graph:
@mamar0303
@kehlani
@fatbellybella
@sweetbintisss
@fiverr_doula
@bursongrace
@_doula__
@realdonaldtrump
@doula_sompare

Top Replied-To in G1:

Top Replied-To in G2:
@yvyvivvy
@thursdaytaha
@aida_asmadi
@twt_alia
@irfanazln
@sitiawe_

Top Replied-To in G3:
@bicsoc
@drfeeleyrm
@doula_lisa
@gibblejo
@stockportbirths
@aliciakearns
@michellebee34
@birthrightsorg
@kirstiebrought1
@zelle_baggaley

Top Replied-To in G4:
@realdonaldtrump
@nickiminaj
@maxboot
@racquel_a_doula
@kamalaharris
@steel8883
@chrissyteigen
@steveschmidtses
@gtconway3d
@everyvoicenow

Top Replied-To in G5:
@kehlani

Top Replied-To in G6:
@kehlani
@bursongrace
@aita_reddit
@earthmamaselah
@nonelike_ess
@raedevaughn
@divineangei
@sugasweetbirths
@anjulismith

Top Replied-To in G7:
@writtenbyhanna
@bringdajoy
@millytamarez

Top Replied-To in G8:
@supernova_tash
@melanin_rich
@oksomik
@sarahmelsayed
@ijaadee
@sopharush
@eztofeid
@kehlani

Top Replied-To in G9:
@sicfallacy

Top Replied-To in G10:
@brahim_7_
@elhadjikandji1
@adousha_lakh
@aminamansour98
@missdiourgote
@samba_linguer
@route_de_bounne
@nini_mame
@bingiewinkyg
@sir_amares

Top Mentioned
Top Mentioned in Entire Graph:
@n_z_a_r_d
@omn1ra
@earthmamaselah
@eztofeid
@blacksapphic
@writtenbyhanna
@darlenemacauley
@doula_lisa
@ash_bash23
@sicfallacy

Top Mentioned in G1:
@ohambamm
@thewahwoman
@kindjeklein
@mdiouf876

Top Mentioned in G2:
@n_z_a_r_d
@syaaazami
@syikinyunusmd
@shahirrajalill
@sicfallacy
@tvalhijrah114
@rahah_ghazali
@eimancart
@mkhairulazri

Top Mentioned in G3:
@doula_lisa
@bicsoc
@aliwrightobgyn
@birthrightsorg
@wrisk_project
@adweeks
@mariacbooker
@clareemurph
@doula_kicki
@discernstudy

Top Mentioned in G4:
@realdonaldtrump
@joebiden
@projectlincoln
@donwinslow
@cbouzy
@joyannreid
@foxnews
@steveschmidtses
@gop
@seanhannity

Top Mentioned in G5:
@omn1ra
@mythmakerbackup
@nxtiajoy
@roseybloom24
@agrowinggirl333
@sydanieee
@hateyouniggas

Top Mentioned in G6:
@earthmamaselah
@aita_reddit
@sistersinbirth1
@xo__shaybae
@theavenuedoula
@roseybloom24
@bigmamaaqua
@omn1ra
@cashonthealtar
@zayanisol

Top Mentioned in G7:
@writtenbyhanna
@ash_bash23
@sharminultra
@xo__shaybae
@omn1ra
@stiliblooming
@milanrougee
@bringdajoy
@iamgroot____
@nojodapendejo

Top Mentioned in G8:
@eztofeid
@stefkaufman
@goldoveries
@pc_pools
@earthmamaselah
@nosiejaron
@omn1ra
@supernova_tash
@writtenbyhanna
@al0hanani

Top Mentioned in G9:
@sicfallacy
@drcheputeh
@n_z_a_r_d
@raficounsel
@drsakinah3
@aafiqshah
@aizadfahmy

Top Mentioned in G10:
@pacod_
@mr___jallow
@kachmmi
@route_de_bounne
@kratos_cyd
@elhadjikandji1
@ndawprime
@zeynabdiagne
@thiouny_og
@dany42225548

Top Tweeters
Top Tweeters in Entire Graph:
@dichristine
@serendipitysays
@twillynavy246
@bloggedbyrain
@karmenlunarx
@luqmannyamiin
@infobae
@akmalarif90
@eleven8
@indiaalmighty

Top Tweeters in G1:
@sergei_ardzinba
@bisexualoki
@reddqt703
@mama_nishia
@thiswomanswords
@malequearrasyid
@wiederfrei
@slapmydinosaur
@lovecindyxo
@iamnishajhene

Top Tweeters in G2:
@karmenlunarx
@luqmannyamiin
@sakinah_yahya
@atiqahrhm
@qtpearl_
@mizunohopkins
@zokaasamsudin
@pittssuda
@s4th__
@sanseukai

Top Tweeters in G3:
@serendipitysays
@hellotiffi_
@promderby2
@robinhadley1
@jennythem
@sheena_byrom
@juliahb1
@christi85573643
@comfortableblue
@bolthok

Top Tweeters in G4:
@rolandsmartin
@foxnews
@france24
@radiofreetom
@therickwilson
@cbsnews
@maggienyt
@dandrezner
@joncoopertweets
@clarajeffery

Top Tweeters in G5:
@the3jsmom
@miamoralia
@misslantis
@teachlko
@chelseaachuks
@thetaymarie
@innervislon
@xx_betty_cx
@_nitaab
@dwaynedavidpaul

Top Tweeters in G6:
@cashonthealtar
@sheabutterbelle
@ms_peaceweaver
@linzeyhoehan
@theariesoracle
@sunnispeaksher
@kschottt
@smiley_lovesu
@nerdyhussle
@fairygoldmuva

Top Tweeters in G7:
@mickdaddy_
@writtenbyhanna
@lovely_wasteful
@xxx_imdope_
@milanrougee
@rapiinedoll
@bluethxghts
@happyfeminist
@0hkiya
@lilchazx

Top Tweeters in G8:
@oksomik
@yungeateat
@cookiebitz5
@anngelllll__
@ijaadee
@supernova_tash
@nem_zero
@nikkicallowayy
@drunkenlocks
@joonyorde

Top Tweeters in G9:
@tenoq
@achik_ezam
@hamdanalias83
@loofranchot
@nabilhussein
@jerukmasamanis
@yusurisan
@syedmeng
@dannyadham
@pkckam

Top Tweeters in G10:
@mamadouman
@ahmadashakurjr
@palayesamb1
@layefall09
@mamadoujohn1
@mdiankha_
@bingiewinkyg
@pa_invisible
@iso_hs
@papypogba