Reproductive health, Twitter, 12/27/2021 5:25:11 AM, 269084


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Reproductive health_2021-12-26_20-57-00.xlsx
Reproductive health_2021-12-26_20-57-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 27, 2021
Short Description:
Reproductive health via NodeXL https://bit.ly/3FvzkQ5
@thedemocrats
@naral
@un_women
@us_fda
@7b73f39b85e1415
@unfpa
@ppfa
@all435reps
@uyahf1
@repunderwood

Top hashtags:
#reprovoices
#obgyn
#obgyntwitter
#ehealth
#impinv
#vc
#tryingtoconceive
#medx
#womenshealth

Description:
Description
The graph represents a network of 7,786 Twitter users whose tweets in the requested range contained "Reproductive health", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 27 December 2021 at 05:06 UTC.

The requested start date was Monday, 27 December 2021 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 9-day, 3-hour, 15-minute period from Friday, 17 December 2021 at 01:36 UTC to Sunday, 26 December 2021 at 04:52 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 : 7786
Unique Edges : 3733
Edges With Duplicates : 12091
Total Edges : 15824
Number of Edge Types : 5
Replies to : 482
Mentions : 1782
Retweet : 5574
MentionsInRetweet : 6700
Tweet : 1286
Self-Loops : 1339
Reciprocated Vertex Pair Ratio : 0.0132700267835403
Reciprocated Edge Ratio : 0.0261924786735552
Connected Components : 1206
Single-Vertex Connected Components : 434
Maximum Vertices in a Connected Component : 2987
Maximum Edges in a Connected Component : 7889
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 6.516759
Graph Density : 0.000137311489538475
Modularity : 0.530901
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 7,786 Twitter users whose tweets in the requested range contained "Reproductive health", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 27 December 2021 at 05:06 UTC.

The requested start date was Monday, 27 December 2021 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 9-day, 3-hour, 15-minute period from Friday, 17 December 2021 at 01:36 UTC to Sunday, 26 December 2021 at 04:52 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 : Reproductive health
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:
[321] https://www.rebelnews.com/dr_jessica_rose_vaers_myocarditis_to_womens_reproductive_health
[129] https://biozhena.files.wordpress.com/2019/09/transforming-female-reproductive-health-management-918-1-ed-919-blue11slides-w.yellowref.to20sl.ppsx
[103] https://biozhena.files.wordpress.com/2019/09/biozhena-technology-overview-for-people-who-know-womens-health-eee.pdf
[97] https://biozhena.files.wordpress.com/2018/10/full-value-scenario-overall-summary-public-3.docx
[78] https://biozhena.files.wordpress.com/2020/01/tweetroducing-biozhena-in-8-slides-e19e2on011820.pps
[75] https://biozhena.files.wordpress.com/2021/05/biozhena-technology-overview-for-medical-investors-e.pdf
[62] https://biozhena.files.wordpress.com/2014/10/ovulona-quick-intro-4-slides1.pps
[59] https://biozhena.files.wordpress.com/2015/06/menstrual-cycle-profile-signature-5-slides.pps
[51] https://biozhena.files.wordpress.com/2019/10/wealth-of-info-elucidation-silent-4-slides-animated-ed.-101519.pdf
[35] https://biozhena.files.wordpress.com/2021/05/comparison-minimum-viable-scenario-mvs-and-full-value-scenario-fvs.pps

Top URLs in Tweet in G1:
[1] https://twitter.com/alfirusahmad/status/1471156491738513411

Top URLs in Tweet in G2:
[6] https://innerself.com/content/index.php?option=com_content&view=article&id=10939:the-all-in-one-solution-to-sexual-health-is-on-its-way&catid=596:sexuality
[6] https://www.belfasttelegraph.co.uk/life/health/male-reproductive-health-has-been-largely-ignored-41079195.html
[4] https://www.rebelnews.com/dr_jessica_rose_vaers_myocarditis_to_womens_reproductive_health
[3] https://www.politico.com/news/2021/12/15/abortion-pill-rules-reproductive-rights-524680
[3] https://twinybots.ch/
[3] https://megadoctornews.com/free-prenatal-and-preventative-reproductive-care-program-expands/
[3] https://www.emerald.com/insight/content/doi/10.1108/GKMC-08-2021-0131/full/html
[3] https://www.conceiveplus.com/
[2] https://www.expresshealthcare.in/news/digital-health-and-medtech-interventions-for-sexual-and-reproductive-health/432607/?feed_id=5864&_unique_id=61bc44ae16480
[2] https://www.nytimes.com/2021/12/16/health/abortion-pills-fda.html

Top URLs in Tweet in G3:
[4] https://thehill.com/blogs/congress-blog/healthcare/542248-we-must-decolonize-our-global-health-systems-its-time-to
[1] https://twitter.com/washingtonpost/status/1471597214728433668

Top URLs in Tweet in G4:
[292] https://www.rebelnews.com/dr_jessica_rose_vaers_myocarditis_to_womens_reproductive_health
[9] https://superu.net/video/07cd1ef5-9d46-450c-8be8-b4e0fc64e57c/
[1] https://odysee.com/@RebelNews:9/dr-jessica-rose-adverse-vaccine-reactions-myocarditis-womens-reproductive-health:d?r=CZjFxC2FwpyKbLiobf4D3izENaVTN2dA

Top URLs in Tweet in G5:
[4] https://ippf.medium.com/-b3ab0b0bb6a8
[3] https://news.un.org/en/story/2021/12/1108122
[3] https://www.globalcitizen.org/en/content/climate-change-sexual-reproductive-health-women/
[1] https://reliefweb.int/report/libya/mobile-health-units-are-saving-lives-libya
[1] https://www.unfpa.org/HAO2022
[1] https://twitter.com/StateDept/status/1473405416499412992
[1] https://givinghero.app/OdettePH-Fundraising
[1] https://www.unfpa.org/press/un-sexual-and-reproductive-health-agency-welcomes-usa-intention-reinstate-funding-millions
[1] https://www.unfpa.org/press/unfpa-goodwill-ambassador-natalia-vodianova-onstage-global-citizen-live-calls-urgent-funding
[1] https://www.youtube.com/watch?v=kl3lCjsgeNY&feature=youtu.be


Top URLs in Tweet in G6:
[8] https://www.nytimes.com/2021/12/16/health/abortion-pills-fda.html
[1] https://twitter.com/womensmediacntr/status/1474080621228171277
[1] https://www.stlmag.com/news/planned-parenthood-title-x-missouri/
[1] http://www.weareplannedparenthood.org/onlineactions/56lOzE7dNUSSebiU-zG8kw2
[1] https://www.stlmag.com/news/planned-parenthood-title-x-missouri/?utm_content=192202800&utm_medium=social&utm_source=twitter&hss_channel=tw-13159712
[1] https://www.stlmag.com/news/planned-parenthood-title-x-missouri/?utm_content=191933339&utm_medium=social&utm_source=twitter&hss_channel=tw-13159712
[1] https://americanindependent.com/biden-administration-title-x-abortion-planned-parenthood/?utm_content=buffer2fbfb&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://twitter.com/KarenLMullins/status/1471622486655741962
[1] https://www.nytimes.com/2021/12/14/business/birth-control-pill-over-counter.html?searchResultPosition=1

Top URLs in Tweet in G7:
[3] https://www.youtube.com/watch?v=Mp28iEh-7B8&feature=youtu.be

[2] https://www.youtube.com/watch?v=rL3Cfns_iOo

[1] https://www.youtube.com/watch?v=t9BCL9Nt2G8

[1] https://tv.sautiplus.org
[1] https://twitter.com/praise_mwesiga/status/1471118375841583120
[1] https://esaro.unfpa.org/en/news/unfpa-continues-life-saving-services-across-war-torn-northern-ethiopia
[1] https://esaro.unfpa.org/en/news/diamonds-are-scarce-%E2%80%93-sexual-and-reproductive-health-information-shouldnt-be
[1] https://twitter.com/srhrallianceug/status/1471738997735047170
[1] https://twitter.com/awacuganda/status/1473302404930097156
[1] https://www.youtube.com/watch?v=Mp28iEh-7B8


Top URLs in Tweet in G8:
[20] https://us06web.zoom.us/j/84935529026?pwd=Q2k1OXhjYlQxWDZZeGhhZVA2d1hrZz09
[2] https://will.be/
[1] https://jogeca.or.ke/journal/issues/21
[1] https://twitter.com/AfriYAN_Rwanda/status/1474052541671522305
[1] https://wa.link/x6megw
[1] http://bit.ly/ESARegionalWe
[1] https://twitter.com/Olivier_Hak/status/1473691996934057988
[1] https://www.youtube.com/watch?v=EuHJaRnpFgw&feature=youtu.be

[1] https://docs.google.com/document/d/1VARmrxmKBQwsaTKzsxd7LmBSf16QA5Sb/edit?usp=sharing&ouid=101244744268608171367&rtpof=true&sd=true
[1] https://nayakenya.org/

Top URLs in Tweet in G9:
[6] https://www.who.int/teams/sexual-and-reproductive-health-and-research-(srh)/areas-of-work/female-genital-mutilation/types-of-female-genital-mutilation
[2] https://www.reprofundnh.com/donate.html
[2] https://www.neworleansabortionfund.org/donate
[1] https://www.who.int/teams/sexual-and-reproductive-health-and-research-(srh)/areas-of-work/female-genital-mutilation/types-of-female-genital-mutilationmuslims
[1] https://www.kentuckyhealthjusticenetwork.org/donate.html
[1] https://www.iowaabortionaccessfund.org/donations/

Top URLs in Tweet in G10:
[4] https://rebelliousmagazine.com/a-rebels-gift-guide-to-the-holiday-season/?utm_content=buffere9c6a&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://rebelliousmagazine.com/a-rebels-gift-guide-to-the-holiday-season/?utm_content=bufferc351b&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://rebelliousmagazine.com/gov-pritzker-repeals-the-parental-notification-act/
[2] https://rebelliousmagazine.com/a-rebels-gift-guide-to-the-holiday-season/?utm_content=buffer55cc9&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.washingtonpost.com/health/2021/12/16/abortion-pill-fda/
[1] https://twitter.com/SenDuckworth/status/1471629467877625859
[1] https://rebelliousmagazine.com/a-rebels-gift-guide-to-the-holiday-season/?utm_content=buffercabb4&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://rebelliousmagazine.com/a-rebels-gift-guide-to-the-holiday-season/
[1] https://rebelliousmagazine.com/a-rebels-gift-guide-to-the-holiday-season/?utm_content=buffer42567&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://rebelliousmagazine.com/a-rebels-gift-guide-to-the-holiday-season/?utm_content=buffer5f429&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top Domains
Top Domains in Tweet in Entire Graph:
[703] wordpress.com
[327] rebelnews.com
[131] twitter.com
[37] nytimes.com
[32] openvaers.com
[28] youtube.com
[21] zoom.us
[18] co.uk
[16] careerarc.com
[15] rebelliousmagazine.com

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

Top Domains in Tweet in G2:
[48] twitter.com
[11] co.uk
[6] innerself.com
[6] careerarc.com
[6] google.com
[5] biomedcentral.com
[4] youtube.com
[4] rebelnews.com
[3] politico.com
[3] expresshealthcare.in

Top Domains in Tweet in G3:
[4] thehill.com
[1] twitter.com

Top Domains in Tweet in G4:
[292] rebelnews.com
[9] superu.net
[1] odysee.com

Top Domains in Tweet in G5:
[8] unfpa.org
[4] twitter.com
[4] medium.com
[3] un.org
[3] globalcitizen.org
[2] reliefweb.int
[2] youtube.com
[2] ippf.org
[1] givinghero.app
[1] co.uk

Top Domains in Tweet in G6:
[9] nytimes.com
[3] stlmag.com
[2] twitter.com
[1] weareplannedparenthood.org
[1] americanindependent.com

Top Domains in Tweet in G7:
[7] youtube.com
[4] twitter.com
[2] unfpa.org
[1] sautiplus.org

Top Domains in Tweet in G8:
[20] zoom.us
[3] twitter.com
[2] will.be
[1] or.ke
[1] wa.link
[1] bit.ly
[1] youtube.com
[1] google.com
[1] nayakenya.org
[1] tandfonline.com

Top Domains in Tweet in G9:
[7] who.int
[2] reprofundnh.com
[2] neworleansabortionfund.org
[1] kentuckyhealthjusticenetwork.org
[1] iowaabortionaccessfund.org

Top Domains in Tweet in G10:
[15] rebelliousmagazine.com
[2] twitter.com
[1] washingtonpost.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[138] reprovoices
[108] obgyn
[106] obgyntwitter
[105] ehealth
[105] impinv
[105] vc
[85] tryingtoconceive
[85] medx
[67] womenshealth
[57] reproductivehealth



Top Hashtags in Tweet in G2:
[14] health
[10] fertility
[9] pregnancy
[7] reproductive
[7] womenshealth
[7] tanka
[7] jtanka
[6] reproductivehealth
[5] women
[5] sales

Top Hashtags in Tweet in G3:
[4] repealhelms
[1] sb8

Top Hashtags in Tweet in G4:
[2] payattention
[1] lbry

Top Hashtags in Tweet in G5:
[25] partnersatcore
[10] odetteph
[9] philippine
[8] climatechange
[8] globalgagrule
[5] typhoonrai
[5] philippines
[5] fundunfpa
[4] afg
[4] libya

Top Hashtags in Tweet in G6:
[2] medicationabortioncare
[1] calcare
[1] reproductivehealth
[1] sb8
[1] healthadvocacy
[1] reproductivefreedom

Top Hashtags in Tweet in G7:
[24] genderbasedviolence
[13] weleadoursrhr
[13] weleadug
[11] askrhu
[10] jasprogramme
[10] srhrug
[8] health4ypmatters
[7] icpdyouthsummituganda
[7] welead
[7] sexual

Top Hashtags in Tweet in G8:
[138] reprovoices
[45] csaengage
[11] original
[7] srhr
[5] uhc
[3] nayavoices
[3] reprovoice
[2] nenanabinti
[2] bonganaally
[2] srh

Top Hashtags in Tweet in G9:
[1] sb8

Top Hashtags in Tweet in G10:
[2] sb8
[1] bansoffourbodies

Top Words
Top Words in Tweet in Entire Graph:
[4666] health
[4351] reproductive
[2036] year
[1713] olds
[1290] sexual
[1164] care
[1151] abortion
[1091] women
[961] comprehensive
[957] sex

Top Words in Tweet in G1:
[1708] year
[1708] olds
[855] sex
[854] allowing
[854] 16
[854] married
[854] children
[854] teach
[854] 15
[854] comprehensive

Top Words in Tweet in G2:
[540] health
[469] reproductive
[97] sexual
[85] care
[84] women
[61] rights
[57] more
[48] people
[47] services
[35] women's

Top Words in Tweet in G3:
[364] abortion
[363] lawmakers
[362] ve
[362] before
[362] ll
[362] again
[362] ballot
[362] republican
[362] held
[362] accountable

Top Words in Tweet in G4:
[304] dr
[304] rose
[303] jessica
[303] adverse
[303] vaccine
[303] reactions
[303] myocarditis
[303] women's
[303] reproductive
[303] health

Top Words in Tweet in G5:
[167] health
[153] reproductive
[97] sexual
[96] unfpa
[65] women
[50] girls
[36] maternity
[33] gender
[30] care
[30] services

Top Words in Tweet in G6:
[249] abortion
[237] care
[234] us_fda
[231] access
[220] restrictions
[220] during
[220] pandemic
[218] last
[218] year
[218] pushed

Top Words in Tweet in G7:
[266] health
[243] reproductive
[211] sexual
[113] young
[97] people
[85] rights
[70] today
[58] prostate
[57] life
[56] reachahand

Top Words in Tweet in G8:
[500] health
[457] reproductive
[339] sexual
[151] rights
[138] #reprovoices
[85] young
[77] women
[70] today
[68] access
[66] services

Top Words in Tweet in G9:
[14] reproductive
[13] health
[13] fgm
[8] abortion
[7] meljsaysso
[6] women
[6] according
[6] type
[6] ia
[6] male

Top Words in Tweet in G10:
[133] make
[112] decision
[110] decisions
[109] choosing
[109] become
[109] parent
[109] one
[109] important
[109] person
[108] repunderwood

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3328] reproductive,health
[1713] year,olds
[1030] sexual,reproductive
[860] comprehensive,sex
[856] allowing,16
[856] 16,year
[856] olds,married
[856] married,children
[856] children,teach
[856] teach,15

Top Word Pairs in Tweet in G1:
[1708] year,olds
[854] allowing,16
[854] 16,year
[854] olds,married
[854] married,children
[854] children,teach
[854] teach,15
[854] 15,year
[854] olds,comprehensive
[854] comprehensive,sex

Top Word Pairs in Tweet in G2:
[339] reproductive,health
[68] sexual,reproductive
[57] health,care
[31] health,rights
[24] health,services
[21] women's,reproductive
[19] sexual,health
[19] family,planning
[17] women,reproductive
[15] reproductive,rights

Top Word Pairs in Tweet in G3:
[362] ve,before
[362] before,ll
[362] ll,again
[362] again,abortion
[362] abortion,ballot
[362] ballot,republican
[362] republican,lawmakers
[362] lawmakers,held
[362] held,accountable
[359] thedemocrats,ve

Top Word Pairs in Tweet in G4:
[303] dr,jessica
[303] jessica,rose
[303] rose,adverse
[303] adverse,vaccine
[303] vaccine,reactions
[303] reactions,myocarditis
[303] myocarditis,women's
[303] women's,reproductive
[303] reproductive,health
[288] p_mcculloughmd,dr

Top Word Pairs in Tweet in G5:
[139] reproductive,health
[93] sexual,reproductive
[37] women,girls
[23] gender,based
[20] health,rights
[19] maternity,hospital
[18] ongoing,crisis
[18] crisis,afghanistan
[18] afghanistan,drastically
[18] drastically,undermining

Top Word Pairs in Tweet in G6:
[218] last,year
[218] year,pushed
[218] pushed,us_fda
[218] us_fda,loosen
[218] loosen,restrictions
[218] restrictions,medication
[218] medication,abortion
[218] abortion,preserve
[218] preserve,access
[218] access,care

Top Word Pairs in Tweet in G7:
[237] reproductive,health
[165] sexual,reproductive
[82] health,rights
[76] young,people
[54] gentlemen,reproductive
[54] health,key
[54] key,day
[54] day,today
[54] today,life
[54] life,mean

Top Word Pairs in Tweet in G8:
[435] reproductive,health
[299] sexual,reproductive
[125] health,rights
[48] health,services
[41] #reprovoices,#csaengage
[32] young,people
[29] today,11
[29] comprehensive,sexuality
[28] 11,30am
[27] conversation,around

Top Word Pairs in Tweet in G9:
[7] reproductive,health
[6] fgm,type
[6] type,ia
[5] according,many
[5] many,fgm
[5] fgm,types
[5] types,one
[5] one,fgm
[5] ia,removal
[5] removal,prepuce

Top Word Pairs in Tweet in G10:
[109] choosing,become
[109] become,parent
[109] parent,one
[109] one,important
[109] important,decisions
[109] decisions,person
[109] person,make
[109] make,decision
[108] repunderwood,choosing
[108] decision,shoul

Top Replied-To
Top Replied-To in Entire Graph:
@gregabbott_tx
@govabbott
@ashleygwinter
@sentedcruz
@nitkousamljeny
@hlanthorn
@pierreghb
@mutale_sitali
@laurasavino747
@adewuyiroseline

Top Replied-To in G3:
@gop

Top Replied-To in G5:
@djvanprice1
@aston65825784
@unfpa
@adamczuk13
@llupteach
@jullekramer
@ronfilipkowski
@joshnaa2gez

Top Replied-To in G6:
@lilagracerose
@senwarren
@reprokhanna

Top Replied-To in G7:
@ntvuganda
@vowforgirls
@nilegirlsforum
@reachahand
@pablo_bashir

Top Replied-To in G8:
@rbcrwanda
@imrorwanda

Top Replied-To in G9:
@omnichromatid
@fabulousabbey
@bempress1984
@mujer_catolica
@lilmotherhooker
@xrpmoonraker
@dctrwu
@sandwich247a
@mercurialscorpi
@mmmalign

Top Mentioned
Top Mentioned in Entire Graph:
@sleepymeadoze
@thedemocrats
@p_mcculloughmd
@us_fda
@senwarren
@repunderwood
@ayannapressley
@carolynbmaloney
@ppact
@naral

Top Mentioned in G1:
@sleepymeadoze
@kalossharon

Top Mentioned in G2:
@pancaporg
@neuronuxdesign
@cimsaumm
@devnetjobs
@braincures
@corha2022
@val_muchowski
@iudalert
@stigmabase

Top Mentioned in G3:
@thedemocrats
@dccc
@kamalaharris
@repstricklandwa
@naral
@senwarren
@us_fda
@rickythegee
@gop

Top Mentioned in G4:
@p_mcculloughmd
@dramerling
@albert220257
@michaeldsnts
@rebelnewsonline
@odyseeteam

Top Mentioned in G5:
@unfpa
@un_women
@un_news_centre
@potus
@ippf
@amua255
@unfpa_nordic
@dfat
@un
@glblctzn

Top Mentioned in G6:
@us_fda
@senwarren
@emmalbriant
@thedemocrats
@reprokhanna
@amerindependent
@ppact
@stlmag
@repunderwood
@ppslr

Top Mentioned in G7:
@reachahand
@sautiplus
@kaka_256
@rhuganda
@kusasirajoan1
@srhrallianceug
@ukpc_ug
@smug2004
@blacknosuga
@josh_mirondo

Top Mentioned in G8:
@geraldngaopk7
@csa_kenya
@mutuahkiilu
@nyakwara_albert
@imrorwanda
@wiser_lc
@nayakenya
@ifrahmohamed33
@stellah_kaviti
@safaids

Top Mentioned in G9:
@meljsaysso
@chronic_chels
@sexdrugnrnr
@issyloveshoney
@mshavisham
@whymaja
@mansplainingab1
@beyondthewub
@stinkygrrrlz
@simpleargonian

Top Mentioned in G10:
@repunderwood
@katiehobbs
@rebelliousmag
@usjewishdems
@samstroozas
@thedemocrats
@jollymollyroger
@naral
@ppact
@dccc

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@kamzou08
@falconhamada_90
@pairsonnalitesu
@pairsonnalitesa
@cagney1991
@solutioneer72
@kat4obama
@mobiquotes
@7b73f39b85e1415

Top Tweeters in G1:
@itshnamir
@tatadinosaur
@q1_3_1q
@iffahs_
@mabitxch
@fizzychi
@h4fiss
@flux_z
@lilmissketum
@ftnhae

Top Tweeters in G2:
@kamzou08
@pairsonnalitesu
@pairsonnalitesa
@mobiquotes
@stigmabase
@newsafricanow
@jcomm_newsfeeds
@otcdynamics
@prison_health
@kenyan_digest

Top Tweeters in G3:
@yarosisnancy
@awelab1956
@justwhatnowwhy
@jcmarbury
@tyberzannxxxx
@mdjacksondallas
@pushandpulljlm
@iamforeverblue2
@rodneyclaeys
@fran_neena20409

Top Tweeters in G4:
@karlacamilalove
@madrynha2012
@teesvalleyvoice
@stephphilip8
@aerwaves_
@boenasvoabo
@lnair123
@annforliberty
@dusofabulous
@davidpduffy25

Top Tweeters in G5:
@jornalistavitor
@john1966olsen
@jfsebastian146
@margymayell
@woozleweasels
@eco1start
@hiba76sh
@alvarez_nimer
@jpblough
@jackthelad1947

Top Tweeters in G6:
@givemepie360
@jmhamiltonblog
@cnbsnana
@darrellpmwest
@sandykalano
@jjdebenedictis
@charlotteonder1
@jimmya_shook1s
@democrat4us
@marti431uew

Top Tweeters in G7:
@artificialbra1n
@nbstv
@omuzibuwaalu
@ssentongopeter5
@ntvuganda
@cathynaks
@abwoolifruity
@chimpreports
@gad_rogers
@tbonnita

Top Tweeters in G8:
@geraldngaopk7
@itsjacksonke
@itsjoeke
@peopledailyke
@nyakwara_albert
@mutuahkiilu
@harerimana_tito
@abukaalfred
@evelynmuoki
@ktnnewske

Top Tweeters in G9:
@vickie627
@ravngsofamadman
@jencages
@medwoman1
@bumpstockbarbie
@oneiorosgrip
@smartassicus
@falconer084
@zennginger
@stevieanntas

Top Tweeters in G10:
@solutioneer72
@manmet80
@betterw05759703
@joanisparkles
@jameskthompson1
@daretothink53
@clayreinabq
@valsadie
@argusc
@mijomojo1


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