Maternal health, Twitter, 2/15/2021 6:11:28 AM, 248769


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Maternal health_2021-02-14_20-44-50.xlsx
Maternal health_2021-02-14_20-44-50.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 15, 2021
Short Description:
Maternal health via NodeXL https://bit.ly/3jOJaCN
@repunderwood
@bmhcaucus
@laurenunderwood
@repadams
@chelmariejo
@kimvie
@yonalunsky
@hilarykbrown
@drrachelmbond
@cow__momma

Top hashtags:
#momnibus
#savemoms
#freebritney
#maternaljustice
#health
#maternalhealth

Description:
Description
The graph represents a network of 6,883 Twitter users whose tweets in the requested range contained "Maternal health", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 15 February 2021 at 04:53 UTC.

The requested start date was Monday, 15 February 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 5-day, 8-hour, 7-minute period from Monday, 08 February 2021 at 23:02 UTC to Sunday, 14 February 2021 at 07:10 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 : 6883
Unique Edges : 5470
Edges With Duplicates : 12558
Total Edges : 18028
Number of Edge Types : 5
Retweet : 5831
MentionsInRetweet : 9353
Replies to : 165
Mentions : 1765
Tweet : 914
Self-Loops : 933
Reciprocated Vertex Pair Ratio : 0.0230218610949894
Reciprocated Edge Ratio : 0.0450075642965204
Connected Components : 744
Single-Vertex Connected Components : 363
Maximum Vertices in a Connected Component : 4235
Maximum Edges in a Connected Component : 13568
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 4.416543
Graph Density : 0.00022326929667596
Modularity : 0.495817
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 6,883 Twitter users whose tweets in the requested range contained "Maternal health", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 15 February 2021 at 04:53 UTC.

The requested start date was Monday, 15 February 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 5-day, 8-hour, 7-minute period from Monday, 08 February 2021 at 23:02 UTC to Sunday, 14 February 2021 at 07:10 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 : GraphServerTwitterSearch
Graph Term : Maternal 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:
[70] https://thehill.com/homenews/house/537810-black-maternal-health-omnibus-package-introduced-by-democratic-lawmakers
[60] https://www.gbcghanaonline.com/news/health/karaga-district-hospital-records-zero-maternal-deaths-in-2020/2021/
[44] https://www.dailykos.com/stories/2021/2/11/2015389/-House-Democrats-look-to-dramatically-strengthen-Medicaid-maternal-health-in-COVID-19-relief-bill
[30] https://medicalxpress.com/news/2021-02-nitrate-maternal-impair-fetal-growth.html
[27] https://www.thelily.com/black-maternal-health-is-in-crisis-heres-how-lawmakers-hope-the-momnibus-package-will-help/
[21] https://www.essence.com/lifestyle/health-wellness/the-u-s-maternal-mortality-crisis-demands-action-from-all-of-us/
[17] https://www.youtube.com/watch?v=8_i9XFH2gHA&feature=youtu.be

[15] https://www.afro.who.int/news/nigeria-pushes-companionship-labour-improve-maternal-health-services
[13] https://www.dailykos.com/story/2021/2/11/2015389/-House-Democrats-look-to-dramatically-strengthen-Medicaid-maternal-health-in-COVID-19-relief-bill?utm_source=rss&utm_medium=Sendible&utm_campaign=RSS
[12] https://blackmaternalhealthcaucus-underwood.house.gov/Momnibus

Top URLs in Tweet in G1:
[12] https://thehill.com/homenews/house/537810-black-maternal-health-omnibus-package-introduced-by-democratic-lawmakers
[9] https://www.essence.com/lifestyle/health-wellness/the-u-s-maternal-mortality-crisis-demands-action-from-all-of-us/
[6] https://twitter.com/RepUnderwood/status/1358780810946629633
[6] https://tcf.org/content/commentary/reintroduction-black-maternal-health-momnibus-cause-celebration-call-action/
[5] https://underwood.house.gov/media/press-releases/underwood-adams-booker-unveil-black-maternal-health-momnibus-act-address
[5] https://wisconsinexaminer.com/brief/baldwin-and-moore-seek-to-diversify-maternal-health-workforce-with-momnibus/
[5] https://www.usnews.com/news/health-news/articles/2021-02-05/lawmakers-to-reintroduce-maternal-health-momnibus-in-congress
[5] https://swhr.org/swhr-endorses-momnibus-bill-to-address-disparities-in-maternal-health/
[4] https://p2a.co/LH7qz1O
[4] https://www.youtube.com/watch?v=8_i9XFH2gHA&feature=youtu.be


Top URLs in Tweet in G2:
[14] https://thehill.com/homenews/house/537810-black-maternal-health-omnibus-package-introduced-by-democratic-lawmakers
[8] https://whyy.org/articles/booker-re-introduces-momnibus-legislation-to-improve-black-maternal-health-care/
[6] https://www.dailykos.com/stories/2021/2/11/2015389/-House-Democrats-look-to-dramatically-strengthen-Medicaid-maternal-health-in-COVID-19-relief-bill
[2] https://www.himss.org/news/black-maternal-health-momnibus-act-2021-himss-endorses-comprehensive-legislative-package
[2] https://twitter.com/LaurenUnderwood/status/1359312338743099392
[2] https://twitter.com/laurenunderwood/status/1358936399140052992
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3D7bjOJwNy7GY&q=EgS4SO-bGIb7iIEGIhkA8aeDS3Ruu9dd21BV6gcEQFc0O9QstMWWMgFy
[1] https://action.momsrising.org/sign/BMHC_Momnibus2021?akid=s835516..tRVBZP
[1] https://twitter.com/laurenunderwood/status/1359312338743099392
[1] https://action.momsrising.org/sign/BMHC_Momnibus2021?t=13&akid=s837208..Toybx7

Top URLs in Tweet in G3:
[11] https://act.momscleanairforce.org/kdu4ofd?utm_source=twitter&utm_medium=social-media&utm_campaign=mcaf_none_upd_mem&utm_id=1572638891
[9] https://www.youtube.com/watch?v=8_i9XFH2gHA&feature=youtu.be

[3] https://www.momscleanairforce.org/press-releases/landmark-black-maternal-health-momnibus-act-to-save-moms-lives/
[3] https://thehill.com/homenews/house/537810-black-maternal-health-omnibus-package-introduced-by-democratic-lawmakers
[3] https://www.americanprogress.org/press/statement/2021/02/08/495567/statement-cap-endorses-critical-momnibus-maternal-health-legislation/
[2] https://blavity.com/lauren-underwood-cory-booker-introduce-bill-to-address-devastating-black-maternal-mortality-crisis?category1=news&category2=politics
[2] https://msmagazine.com/2021/02/10/black-maternal-health-momnibus-act-addresses-urgent-crisis-of-maternal-mortality/
[2] https://www.dailykos.com/stories/2021/2/11/2015389/-House-Democrats-look-to-dramatically-strengthen-Medicaid-maternal-health-in-COVID-19-relief-bill
[2] https://stateofbabies.org/wp-content/uploads/2020/06/Maternal-and-Child-Health-Inequities-Emerge-Even-Before-Birth.pdf
[2] https://www.usnews.com/news/health-news/articles/2021-02-05/lawmakers-to-reintroduce-maternal-health-momnibus-in-congress

Top URLs in Tweet in G4:
[34] https://www.dailykos.com/stories/2021/2/11/2015389/-House-Democrats-look-to-dramatically-strengthen-Medicaid-maternal-health-in-COVID-19-relief-bill
[15] https://www.thelily.com/black-maternal-health-is-in-crisis-heres-how-lawmakers-hope-the-momnibus-package-will-help/
[9] https://thehill.com/homenews/house/537810-black-maternal-health-omnibus-package-introduced-by-democratic-lawmakers?rl=1
[8] https://thehill.com/homenews/house/537810-black-maternal-health-omnibus-package-introduced-by-democratic-lawmakers
[8] https://www.essence.com/lifestyle/health-wellness/the-u-s-maternal-mortality-crisis-demands-action-from-all-of-us/
[6] https://blackmaternalhealthcaucus-underwood.house.gov/Momnibus
[5] https://midwiferycongress.nursingconference.com
[5] https://grantwriters.net/search-for-grants/grant-7262/
[4] https://zoom.us/webinar/register/1016100274389/WN_GTKNWrNDT_yZ8O0vZVMTxw
[3] https://www.globalcitizen.org/en/content/nhs-systemic-racism-maternal-health-care-inquiry/

Top URLs in Tweet in G6:
[59] https://www.gbcghanaonline.com/news/health/karaga-district-hospital-records-zero-maternal-deaths-in-2020/2021/

Top URLs in Tweet in G7:
[9] https://msmagazine.com/2021/02/08/maternal-mortality-black-maternal-health-momnibus-act/
[4] https://msmagazine.com/2021/02/10/black-maternal-health-momnibus-act-addresses-urgent-crisis-of-maternal-mortality/
[4] https://www.liebertpub.com/doi/full/10.1089/jwh.2020.8882#utm_source=ETOC&utm_medium=email&utm_campaign=jwh
[3] https://msmagazine.com/2021/02/03/biden-harris-health-care-reproductive-rights-abortion-gag-rule-maternal-mortality/
[3] https://www.commonwealthfund.org/publications/issue-briefs/2021/jan/closing-gaps-maternal-health-postpartum-medicaid-chip?utm_source=twitter&utm_medium=social&utm_campaign=Medicaid
[3] https://msmagazine.com/2021/02/08/maternal-mortality-black-maternal-health-momnibus-act/?utm_source=twitter&utm_medium=social&utm_campaign=SocialWarfare
[2] https://www.commonwealthfund.org/blog/2020/tracking-state-policies-improve-maternal-health-outcomes?utm_source=twitter&utm_medium=social&utm_campaign=Delivery
[2] System
[2] Reform
[1] https://www.romper.com/life/black-maternal-health-momnibus-act

Top URLs in Tweet in G8:
[3] https://twitter.com/jocalynclark/status/1360186455545552896
[2] https://twitter.com/mi_niles/status/1358924884353703938
[1] https://linkinghub.elsevier.com/retrieve/pii/S0140673621003007
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2821%2900300-7%2Ffulltext&rc=0
[1] https://twitter.com/repunderwood/status/1358887993688403974
[1] https://twitter.com/thehill/status/1358900189017362433
[1] https://underwood.house.gov/media/press-releases/underwood-adams-booker-unveil-black-maternal-health-momnibus-act-address
[1] https://twitter.com/LaurenUnderwood/status/1358936399140052992
[1] https://www.essence.com/lifestyle/health-wellness/the-u-s-maternal-mortality-crisis-demands-action-from-all-of-us/
[1] https://blackmamasmatter.org/connect/

Top URLs in Tweet in G9:
[6] https://www.essence.com/lifestyle/health-wellness/the-u-s-maternal-mortality-crisis-demands-action-from-all-of-us/?utm_source=twitter.com&utm_medium=social&utm_campaign=social-button-sharing
[1] https://www.courier-journal.com/story/news/politics/2021/02/09/house-democrats-file-resolution-declare-racism-public-health-crisis-kentucky/4441884001/
[1] https://www.courier-journal.com/story/opinion/2021/02/05/kentucky-maternal-and-infant-health-project-calls-for-doulas/4397940001/
[1] https://www.courier-journal.com/story/opinion/2021/02/09/child-care-workers-should-get-covid-vaccine-along-k-12-teachers/4444061001/?fbclid=IwAR0F3AvTqW6wz3sSiNwu2YxEw_DLmW8sQH6XYMQtfjDHUOJSo52lFdb0_HE
[1] https://action.aclu.org/send-message/ky-maternal-care-act-21
[1] https://twitter.com/kellyflood/status/1359166013082906631
[1] https://www.usnews.com/news/best-states/articles/2019-06-12/these-states-have-the-highest-maternal-mortality-rates
[1] https://twitter.com/DrCSWilliam/status/1359904581128491011
[1] https://www.glamour.com/story/black-maternal-mortality-and-mental-health
[1] https://twitter.com/BMHCaucus/status/1358777793119715329

Top Domains
Top Domains in Tweet in Entire Graph:
[187] twitter.com
[169] momsrising.org
[93] thehill.com
[77] dailykos.com
[61] gbcghanaonline.com
[41] google.com
[33] msmagazine.com
[33] house.gov
[30] essence.com
[30] medicalxpress.com

Top Domains in Tweet in G1:
[31] twitter.com
[14] thehill.com
[12] house.gov
[9] essence.com
[9] tcf.org
[8] youtube.com
[8] usnews.com
[8] p2a.co
[7] swhr.org
[5] wisconsinexaminer.com

Top Domains in Tweet in G2:
[14] thehill.com
[8] whyy.org
[7] twitter.com
[6] dailykos.com
[4] himss.org
[3] momsrising.org
[1] google.com
[1] ppfa.org
[1] usnews.com
[1] 19thnews.org

Top Domains in Tweet in G3:
[161] momsrising.org
[20] momscleanairforce.org
[14] twitter.com
[10] youtube.com
[4] house.gov
[3] msmagazine.com
[3] thehill.com
[3] americanprogress.org
[2] blavity.com
[2] healthaffairs.org

Top Domains in Tweet in G4:
[53] dailykos.com
[36] google.com
[30] twitter.com
[25] thehill.com
[15] thelily.com
[10] essence.com
[8] house.gov
[8] nih.gov
[7] zoom.us
[5] linkedin.com

Top Domains in Tweet in G6:
[59] gbcghanaonline.com

Top Domains in Tweet in G7:
[23] msmagazine.com
[5] commonwealthfund.org
[4] liebertpub.com
[2] reproductiverights.org
[1] romper.com
[1] forbes.com
[1] twitter.com
[1] momsrising.org
[1] house.gov
[1] insidernj.com

Top Domains in Tweet in G8:
[8] twitter.com
[1] elsevier.com
[1] elsevierhealth.com
[1] house.gov
[1] essence.com
[1] blackmamasmatter.org

Top Domains in Tweet in G9:
[7] essence.com
[3] courier-journal.com
[3] twitter.com
[1] aclu.org
[1] usnews.com
[1] glamour.com
[1] youtube.com
[1] house.gov
[1] birthequity.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1198] momnibus
[276] savemoms
[273] freebritney
[167] maternaljustice
[81] health
[71] maternalhealth
[67] covid19
[40] sendempolicy
[33] maternal
[27] pediatric



Top Hashtags in Tweet in G1:
[465] momnibus
[51] savemoms
[21] outcomesjc
[19] accwic
[12] maternalhealth
[8] covid19
[7] champions4children
[6] itstimetosupportmoms
[6] prenatalinfectionpreventionmonth
[6] wicworkschat

Top Hashtags in Tweet in G2:
[51] momnibus
[10] politics
[10] feedly
[4] savemoms
[3] maternaljustice
[2] il14
[2] govhit
[2] sdoh
[1] blackhistorymonth
[1] ourlivesaresafe

Top Hashtags in Tweet in G3:
[377] momnibus
[197] savemoms
[159] maternaljustice
[18] climatechange
[14] climateaction
[7] climatefriday
[6] blackmaternalhealthcaucus
[6] blackmaternalhealth
[6] momsapprove
[5] maternalhealth

Top Hashtags in Tweet in G4:
[23] health
[19] maternalhealth
[18] momnibus
[16] maternal
[13] pregnancy
[9] women
[7] equity
[7] blackhistorymonth
[6] healthcare
[6] mentalhealth

Top Hashtags in Tweet in G5:
[273] freebritney
[2] framingbritneyspears
[1] needtoknow

Top Hashtags in Tweet in G7:
[29] momnibus
[8] maternalhealth
[6] bidenharris
[5] feminist
[5] abortionaccess
[4] listentoblackwomen
[4] theweeklypulse
[4] savemoms
[2] srh
[2] helmsamendment

Top Hashtags in Tweet in G8:
[65] momnibus
[3] txlege
[1] savemoms
[1] passthemomnibus
[1] motherlab
[1] maternalhealth
[1] bmhc21
[1] blackmamasmatter

Top Hashtags in Tweet in G9:
[4] ohio
[2] kyga21
[2] momnibus
[1] hb27
[1] hb185
[1] hb266
[1] workingtogether
[1] buildupblackfamilies
[1] celebratingblackhistory
[1] blackhistorymonth

Top Words
Top Words in Tweet in Entire Graph:
[5244] maternal
[5033] health
[2732] black
[1326] repunderwood
[1198] #momnibus
[1073] women
[934] moms
[930] act
[856] crisis
[800] today

Top Words in Tweet in G1:
[1461] maternal
[1072] repunderwood
[941] health
[710] black
[580] dr
[576] shalon
[516] moms
[465] #momnibus
[431] today
[425] senbooker

Top Words in Tweet in G2:
[568] laurenunderwood
[478] health
[334] maternal
[297] black
[256] thank
[233] save
[229] lives
[226] moms'
[225] mission
[225] morningmika

Top Words in Tweet in G3:
[745] maternal
[713] health
[671] black
[377] #momnibus
[284] crisis
[256] bmhcaucus
[233] moms
[227] address
[225] congress
[199] pass

Top Words in Tweet in G4:
[435] health
[372] maternal
[153] black
[93] child
[59] care
[55] women
[53] bill
[48] more
[48] covid
[45] 19

Top Words in Tweet in G5:
[273] #freebritney
[272] details
[272] complicated
[272] journey
[272] conservatorship
[272] rise
[271] mtvnews
[270] britney
[270] spears'
[270] pop

Top Words in Tweet in G6:
[205] maternal
[146] child
[146] health
[146] professional
[146] instance
[146] pregnancy
[146] considered
[146] barrier
[145] browneyed_babee
[145] dis

Top Words in Tweet in G7:
[150] maternal
[115] health
[70] reproductive
[64] right
[59] black
[56] msmagazine
[52] reprorights
[44] women
[42] mortality
[31] contraception

Top Words in Tweet in G8:
[107] maternal
[100] health
[69] repunderwood
[65] #momnibus
[63] act
[61] join
[60] proud
[59] people
[58] senwarren
[58] pandemic

Top Words in Tweet in G9:
[97] maternal
[67] health
[53] black
[38] more
[35] time
[30] past
[30] talk
[30] many
[30] sites
[30] mean

Top Words in Tweet in G10:
[107] health
[107] state
[106] public
[106] expenditure
[106] income
[106] well
[106] below
[106] norm
[106] gujarat
[106] decelerating

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3121] maternal,health
[1665] black,maternal
[672] dr,shalon
[601] health,crisis
[520] maternal,mortality
[498] health,#momnibus
[407] health,care
[372] nation,earth
[365] rate,developed
[363] maternal,death

Top Word Pairs in Tweet in G1:
[781] maternal,health
[576] dr,shalon
[403] black,maternal
[289] giving,birth
[288] nation,earth
[288] rate,developed
[288] 2017,friend
[288] friend,dr
[288] shalon,irving
[288] irving,died

Top Word Pairs in Tweet in G2:
[287] maternal,health
[247] black,maternal
[226] save,moms'
[226] moms',lives
[225] mission,save
[225] lives,thank
[225] thank,morningmika
[225] morningmika,morning_joe
[225] morning_joe,opportunity
[225] opportunity,talk

Top Word Pairs in Tweet in G3:
[630] maternal,health
[511] black,maternal
[240] health,crisis
[211] health,#momnibus
[197] congress,pass
[194] pass,bmhcaucus's
[174] urge,congress
[172] #momnibus,includes
[170] bmhcaucus's,black
[170] includes,twelve

Top Word Pairs in Tweet in G4:
[185] maternal,health
[86] black,maternal
[71] maternal,child
[70] child,health
[45] covid,19
[34] republican,states
[34] states,offered
[34] offered,medicaid
[34] medicaid,deal
[34] deal,dumb

Top Word Pairs in Tweet in G5:
[272] complicated,journey
[272] journey,conservatorship
[272] conservatorship,rise
[272] rise,#freebritney
[270] britney,spears'
[270] spears',details
[270] details,pop
[270] pop,star's
[270] star's,complicated
[269] mtvnews,'framing

Top Word Pairs in Tweet in G6:
[146] child,maternal
[146] maternal,health
[146] health,professional
[146] professional,instance
[146] instance,pregnancy
[146] pregnancy,considered
[146] considered,barrier
[145] browneyed_babee,child
[145] barrier,dis
[59] karaga,district

Top Word Pairs in Tweet in G7:
[95] maternal,health
[63] reproductive,right
[33] maternal,mortality
[31] black,maternal
[31] contraception,reproductive
[31] right,maternal
[31] health,reproductive
[31] right,assisted
[31] assisted,reproduction
[30] reprorights,contraception

Top Word Pairs in Tweet in G8:
[93] maternal,health
[59] proud,join
[58] health,pandemic
[58] pandemic,response
[58] response,act
[57] repunderwood,proud
[57] join,senwarren
[57] senwarren,introduce
[57] introduce,maternal
[57] act,#momnibus

Top Word Pairs in Tweet in G9:
[59] maternal,health
[30] past,time
[30] time,talk
[30] talk,many
[30] many,sites
[30] sites,mean
[30] mean,girl
[30] girl,sorority
[30] sorority,culture
[30] culture,nursing

Top Word Pairs in Tweet in G10:
[106] public,expenditure
[106] expenditure,health
[106] health,state
[106] state,income
[106] income,well
[106] well,below
[106] below,norm
[106] norm,gujarat
[106] gujarat,decelerating
[106] decelerating,very

Top Replied-To
Top Replied-To in Entire Graph:
@repunderwood
@byninamartin
@i_am_gathoni
@mayaspoken
@olwe2lesh
@bayoubeasley
@christlenwora
@repmtg
@repalexmooney
@gritshappen

Top Replied-To in G1:
@repunderwood
@mayaspoken
@bayoubeasley
@repbonnie
@melinatedmoms
@byninamartin
@tcfdotorg
@gim_esther
@repespaillat
@txgopcaucus

Top Replied-To in G2:
@realkhivequeenb

Top Replied-To in G3:
@athena_software
@firstladynj
@aunpalmquist
@capwomen
@repangiecraig

Top Replied-To in G5:
@lmnfezd
@sheacoulee
@mtvnews

Top Replied-To in G7:
@popinstitute

Top Replied-To in G9:
@les_d_eaves
@herrerabeutler
@ericaccrawley

Top Mentioned
Top Mentioned in Entire Graph:
@repunderwood
@bmhcaucus
@laurenunderwood
@senbooker
@repadams
@senduckworth
@mtvnews
@morningmika
@morning_joe
@repbarragan

Top Mentioned in G1:
@repunderwood
@senbooker
@repadams
@senduckworth
@repbarragan
@bmhcaucus
@abcardio1
@reppressley
@repdavids
@sistersong_woc

Top Mentioned in G2:
@laurenunderwood
@morningmika
@morning_joe
@teampelosi
@corybooker
@almaforcongress
@repunderwood
@repadams
@spanbergerva07
@supermajority

Top Mentioned in G3:
@bmhcaucus
@repunderwood
@birthequity
@naral
@repmgs
@repadams
@repangiecraig
@cleanairmoms
@senbooker
@repbarragan

Top Mentioned in G4:
@grantgeek
@jenvoh_ame
@debugliesnews
@healingsoundstx
@williesband
@agereimagined
@rjp56
@barast135

Top Mentioned in G5:
@mtvnews
@yoonjkim
@nbcnews
@britneyhiatus
@alyssa_milano
@rosemcgowan
@rulaofmysoul
@_nonchalantkori

Top Mentioned in G6:
@browneyed_babee
@wunpini_fm

Top Mentioned in G7:
@msmagazine
@reprorights
@lauriezephyrin
@roosast
@potus
@commonwealthfnd
@bmhcaucus
@popinstitute
@msfoundation
@laur

Top Mentioned in G8:
@repunderwood
@senwarren
@phdiva0618
@blkmamasmatter
@soppytoppy
@bmoreforbabies
@jocalynclark
@thelancet
@bmhcaucus
@motherlab20

Top Mentioned in G9:
@mclemoremr
@atticascott4ky
@innodim
@ericaccrawley
@kyhousedems
@_olbc
@acluofky
@essence
@senerikageiss
@birthingjustice

Top Mentioned in G10:
@cow__momma

Top Tweeters
Top Tweeters in Entire Graph:
@dichristine
@pairsonnalitesu
@pairsonnalitesa
@mlnangalama
@solutioneer72
@kat4obama
@rjber15
@independent
@thepoliticalcat
@pavan_sethi

Top Tweeters in G1:
@rxbun
@dancas2
@sudeepkhatri
@talkintou
@jamestoupin
@wellness4you13
@reneevoicebrand
@billieo2
@alllwftopic
@pgrandee10

Top Tweeters in G2:
@rjber15
@manmet80
@rosenchild
@n7irl
@meidas_damon
@justwhatnowwhy
@itswanda
@prime_bee
@cnbsnana
@tinamorphis

Top Tweeters in G3:
@solutioneer72
@washumom
@marthalynneowe1
@foggybottomgal
@purplegarter1
@blackphysicists
@emperordarroux
@reevynap
@kimpy123
@all435reps

Top Tweeters in G4:
@pairsonnalitesu
@pairsonnalitesa
@pairsonnalitesn
@ohiomail
@drpatfarrell
@boandsunny
@beatricelacy
@persiankittenz
@augusteve2012
@frontendla

Top Tweeters in G5:
@andrearock97
@sophie_woit
@mtv
@nbcnews
@mia_corti
@brunolovesbrit
@saufydoffy
@morbeen4444
@tilltheworldend
@themissingpete

Top Tweeters in G6:
@luqmannyamiin
@wizzyjr
@libsuperstar
@tylaskan
@glolizabeth
@estrellapreto
@wheelsntoys
@radseed
@_jaylaaa
@thunderkitkat

Top Tweeters in G7:
@freeandclear1
@stfuimtweetn0_o
@nayasala
@xaipe3
@letat_lechat
@dauhreen
@concernedwhite1
@forbes
@gina_asada
@trudygonzales

Top Tweeters in G8:
@rmr11rock
@sfh2019
@v2aggie2
@betseychace
@knit1purr2
@mautarsha1
@amyresnick
@lisastran
@shojopower
@dragemt1814

Top Tweeters in G9:
@cjdjam
@kelleyli1974
@sassye
@browofjustice
@itsmethehbic
@dn_charles
@lesliemac
@kaylaflaree
@fairie_dust
@takemusu

Top Tweeters in G10:
@pavan_sethi
@breakinews
@lalitpagal
@alakbseth
@kamarajdisciple
@shivrajmathur1
@sunilddesai
@g_101010
@sudarsh78723004
@sandipshettyyer