Maternal health, Twitter, 4/22/2019 1:55:27 PM, 194534


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Maternal health_2019-04-22_03-33-46.xlsx
Maternal health_2019-04-22_03-33-46.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 22, 2019
Short Description:
Maternal health via NodeXL http://bit.ly/2L4lpsu
@kamalaharris
@blkmamasmatter
@anamerican4
@mclemoremr
@xan_desanctis
@corybooker
@ivaphd
@rosekin2
@rewire_news
@iamukasa

Top hashtags:
#blackmaternalhealthweek
#bmhw19
#blackmamasmatter
#health
#maternalhealth

Description:
Description
The graph represents a network of 5,020 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, 22 April 2019 at 10:35 UTC.

The requested start date was Monday, 22 April 2019 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 4-day, 19-hour, 10-minute period from Wednesday, 17 April 2019 at 04:50 UTC to Monday, 22 April 2019 at 00:00 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 : 5020
Unique Edges : 6779
Edges With Duplicates : 1583
Total Edges : 8362
Number of Edge Types : 3
Tweet : 929
Mentions : 7237
Replies to : 196
Self-Loops : 929
Reciprocated Vertex Pair Ratio : 0.0197337509788567
Reciprocated Edge Ratio : 0.0387037321455998
Connected Components : 713
Single-Vertex Connected Components : 370
Maximum Vertices in a Connected Component : 3050
Maximum Edges in a Connected Component : 5151
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 6.078762
Graph Density : 0.000258420392945056
Modularity : 0.749372
NodeXL Version : 1.0.1.410

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[48] https://rewire.news/article/2019/04/17/black-maternal-health-week-shines-spotlight-on-black-led-solutions/
[38] https://www.weforum.org/agenda/2019/04/africa-health-women-children-maternal-newborn-healthcare-3-ways
[29] https://rewire.news/article/2019/04/17/meet-three-innovators-shifting-the-maternal-health-narrative/
[25] https://www.globalcitizen.org/en/content/women-deliver-hp-maternal-health/
[22] https://broadly.vice.com/en_us/article/evy49j/black-women-maternal-mortality-racism-health-care-bias-laws?utm_campaign=sharebutton
[19] https://people.com/health/black-maternal-health-week-alliance/
[14] https://www.plannedparenthoodaction.org/blog/black-maternal-health-week-why-we-cant-be-silent
[13] https://www.elle.com/culture/career-politics/a27116431/black-maternal-health-caucus-lauren-underwood-alma-adams/
[12] https://rewire.news/
[12] https://www.dispatch.com/news/20190411/ohio-lawmakers-create-caucus-to-focus-on-black-maternal-health

Top URLs in Tweet in G1:
[31] https://rewire.news/article/2019/04/17/black-maternal-health-week-shines-spotlight-on-black-led-solutions/
[10] https://broadly.vice.com/en_us/article/evy49j/black-women-maternal-mortality-racism-health-care-bias-laws
[7] https://rewire.news/article/2019/04/15/for-black-undocumented-immigrants-cost-may-be-major-barrier-to-maternal-care/
[7] https://rewire.news/article/2019/04/17/meet-three-innovators-shifting-the-maternal-health-narrative/
[6] https://coloradokids.salsalabs.org/famliactsenate_nocall/index.html
[6] https://people.com/health/black-maternal-health-week-alliance/
[6] https://twitter.com/the_wing/status/1118591335332814849
[6] https://blackmamasmatter.org/bmhw/
[5] https://theglowup.theroot.com/black-maternal-health-when-the-village-itself-may-be-t-1833949141
[4] https://www.momsrising.org/blog/black-maternal-health-week-leads-with-research-and-healing#.XLoNkf3qtlU.twitter

Top URLs in Tweet in G3:
[25] https://www.globalcitizen.org/en/content/women-deliver-hp-maternal-health/
[11] https://rewire.news/article/2019/04/17/meet-three-innovators-shifting-the-maternal-health-narrative/
[10] https://www.plannedparenthoodaction.org/blog/black-maternal-health-week-why-we-cant-be-silent
[9] https://rewire.news/
[7] https://www.plannedparenthoodaction.org/blog/black-maternal-health-week-why-we-cant-be-silent?source=20190418_BlackMaternalHealthBlog_C4_MMS
[6] https://rewire.news/article/2019/04/17/black-maternal-health-week-shines-spotlight-on-black-led-solutions/
[5] https://www.pr.com/press-release/782797
[4] https://people.com/health/black-maternal-health-week-alliance/
[4] https://www.weforum.org/agenda/2019/04/africa-health-women-children-maternal-newborn-healthcare-3-ways
[4] http://www.blacknews.com/news/mocha-ob-recommendations-black-women-health-initiatives/

Top URLs in Tweet in G4:
[3] https://people.com/health/black-maternal-health-week-alliance/
[1] https://www.bet.com/news/national/2019/04/09/democratic-lawmakers-alma-adams-and-lauren-underwood-form-the-fi.html
[1] https://www.jacksonsun.com/story/news/local/2019/04/17/access-healthcare-key-tennessee-pregnancy-death-rates-rise/3142475002/
[1] https://twitter.com/KamalaHarris/status/1118624434301149187
[1] https://www.latimes.com/politics/la-na-pol-congress-harris-maternal-health-20180822-story.html#
[1] https://people.com/health/black-maternal-health-week-alliance/?fbclid=IwAR1TAN3YOfd8l_uNACa5OLrfvk2CoLHs7ipYfc37XqP1Jx9zwuOVboVAszc
[1] http://www.dailycal.org/2019/04/14/sen-kamala-harris-leads-effort-to-create-black-maternal-health-week/

Top URLs in Tweet in G5:
[10] https://www.dispatch.com/news/20190411/ohio-lawmakers-create-caucus-to-focus-on-black-maternal-health
[4] https://rewire.news/article/2019/04/17/black-maternal-health-week-shines-spotlight-on-black-led-solutions/
[3] http://www.ohiohouse.gov/democrats/press/ohio-black-maternal-health-group-eyes-work-ahead-to-strengthen-mothers-families
[3] https://www.elle.com/culture/career-politics/a27116431/black-maternal-health-caucus-lauren-underwood-alma-adams/
[2] https://theglowup.theroot.com/everyone-knows-that-there-s-a-maternal-mortality-crisis-1834105825
[1] https://www.usnews.com/news/best-states/ohio/articles/2019-04-14/lawmakers-in-state-team-up-to-focus-on-black-maternal-health
[1] https://apnews.com/7d8e6dd6fef0454cae7c3b6395824d4d
[1] http://blackmamasmatter.org
[1] http://www.ohiochannel.org/video/rep-emilia-sykes-black-maternal-health-week
[1] https://twitter.com/11AliveNews/status/1118469721114935297

Top URLs in Tweet in G6:
[34] https://www.weforum.org/agenda/2019/04/africa-health-women-children-maternal-newborn-healthcare-3-ways
[5] https://www.weforum.org/agenda/2019/04/africa-health-women-children-maternal-newborn-healthcare-3-ways/
[4] https://blavity.com/why-maternal-mortality-in-black-women-is-a-problem-that-cannot-be-ignored?utm_source=twitter&utm_medium=tweet&utm_campaign=healthtwitter&utm_content=bmhw-april19
[2] https://mailchi.mp/nigeriahealthwatch/top-ten-news-items-on-health-19-april-2019
[2] https://www.youtube.com/watch?v=NDGEQJUZQGI&feature=youtu.be

[1] http://www.nationalpartnership.org/our-work/health/reports/black-womens-maternal-health.html#.XLkMcLzcd5M.twitter
[1] https://blavity.com/pregnancy-for-black-women-is-a-greater-risk-than-it-should-be-black-maternal-health-caucus-is-here-to-help
[1] http://pncsf.ci/live.php
[1] http://www.nationalpartnership.org/our-work/health/reports/black-womens-maternal-health.html
[1] https://twitter.com/sciam/status/1118257817276887040

Top URLs in Tweet in G7:
[2] https://www.scientificamerican.com/article/to-prevent-women-from-dying-in-childbirth-first-stop-blaming-them/
[2] https://video.foxnews.com/v/6026426264001/
[1] https://www.scientificamerican.com/article/to-prevent-women-from-dying-in-childbirth-first-stop-blaming-them/?utm_medium=social&utm_content=organic&utm_source=twitter&utm_campaign=SciAm_&sf211132010=1
[1] https://annualmeeting.acog.org/registration/
[1] https://acog.org/everymomprograms
[1] https://climateforhealth.org/promoting-maternal-and-childrens-health-womens-health-nurses-fight-climate-change/
[1] https://climateforhealth.org/promoting-maternal-and-childrens-health-womens-health-nurses-fight-climate-change/?mc_cid=d5ff619e1d&mc_eid=87aeeb4e73&fbclid=IwAR322XHgDLShNEiF9h4X9Szx4DOOec7bFHxv0a_KWFJxLHcyGxEPTxmNkpk
[1] https://thenpwhblog.wordpress.com/2019/04/16/black-maternal-health-week-voice-and-visibility-for-black-maternal-health/

Top URLs in Tweet in G8:
[3] https://heragenda.com/the-importance-of-black-maternal-health-week/?utm_campaign=coschedule&utm_source=twitter&utm_medium=HerAgenda&utm_content=The
[3] Importance
[3] Of
[3] Black
[3] Maternal
[3] Health
[3] Week
[2] https://rewire.news/article/2019/04/11/maternal-health-crisis-cycle-of-distrust/?utm_source=twitter&utm_medium=tweet&utm_campaign=lwtwitter&utm_content=rewire-april19
[1] https://breathofmyheart.org/
[1] http://www.nationalpartnership.org/our-work/resources/health-care/maternity/tackling-maternal-health-disparities-a-look-at-four-local-organizations-with-innovative-approaches.pdf

Top URLs in Tweet in G9:
[1] https://twitter.com/JustAGirlIn415/status/1118828669789773825
[1] https://www.nytimes.com/2018/04/11/magazine/black-mothers-babies-death-maternal-mortality.html
[1] https://theglowup.theroot.com/black-maternal-health-when-the-village-itself-may-be-t-1833949141
[1] https://nwlc.org/blog/black-maternal-health-week-2019-celebrate-decolonize-and-restore/
[1] https://rewire.news/article/2019/04/12/black-maternal-health-is-still-in-crisis-legislators-are-finally-taking-notice/
[1] https://malegislature.gov/Bills/191/S1334
[1] https://twitter.com/prochoicemass/status/1117418504263745536

Top URLs in Tweet in G10:
[1] https://rewire.news/article/2019/04/15/for-black-undocumented-immigrants-cost-may-be-major-barrier-to-maternal-care/?utm_source=rewire&utm_medium=tw&utm_campaign=actiontw&utm_content=bmhw0416
[1] https://blackmamasmatter.org/
[1] https://www.essence.com/feature/black-maternal-mortality/?utm_source=essence&utm_medium=actiontw&utm_campaign=bmhw-tw&utm_content=bmhw0417
[1] https://www.plannedparenthoodaction.org/blog/black-maternal-health-week-why-we-cant-be-silent?utm_source=ppact&utm_medium=actiontw&utm_campaign=actiontw-bmhw&utm_content=bmhw0416
[1] https://theglowup.theroot.com/everyone-knows-that-there-s-a-maternal-mortality-crisis-1834105825
[1] https://rewire.news/article/2019/04/17/black-maternal-health-week-shines-spotlight-on-black-led-solutions/
[1] https://rewire.news/article/2019/04/17/meet-three-innovators-shifting-the-maternal-health-narrative/
[1] https://one.npr.org/?sharedMediaId=712659879:712659885

Top Domains
Top Domains in Tweet in Entire Graph:
[127] rewire.news
[100] twitter.com
[51] weforum.org
[43] instagram.com
[40] vice.com
[40] people.com
[35] facebook.com
[27] globalcitizen.org
[26] plannedparenthoodaction.org
[20] theroot.com

Top Domains in Tweet in G1:
[54] rewire.news
[21] twitter.com
[13] people.com
[10] vice.com
[6] salsalabs.org
[6] theroot.com
[6] romper.com
[6] blackmamasmatter.org
[5] momsrising.org
[4] blavity.com

Top Domains in Tweet in G3:
[32] rewire.news
[28] twitter.com
[25] globalcitizen.org
[21] instagram.com
[18] plannedparenthoodaction.org
[13] facebook.com
[9] people.com
[8] weforum.org
[8] romper.com
[7] co.uk

Top Domains in Tweet in G4:
[4] people.com
[1] bet.com
[1] jacksonsun.com
[1] twitter.com
[1] latimes.com
[1] dailycal.org

Top Domains in Tweet in G5:
[10] dispatch.com
[5] rewire.news
[3] ohiohouse.gov
[3] twitter.com
[3] elle.com
[2] thehill.com
[2] theroot.com
[1] usnews.com
[1] apnews.com
[1] blackmamasmatter.org

Top Domains in Tweet in G6:
[40] weforum.org
[7] blavity.com
[2] nationalpartnership.org
[2] mailchi.mp
[2] youtube.com
[1] pncsf.ci
[1] twitter.com
[1] r4d.org
[1] guardian.ng
[1] google.com

Top Domains in Tweet in G7:
[3] scientificamerican.com
[2] acog.org
[2] foxnews.com
[2] climateforhealth.org
[1] wordpress.com

Top Domains in Tweet in G8:
[4] rewire.news
[3] heragenda.com
[2] nationalpartnership.org
[1] breathofmyheart.org
[1] essence.com
[1] today.com

Top Domains in Tweet in G9:
[2] twitter.com
[1] nytimes.com
[1] theroot.com
[1] nwlc.org
[1] rewire.news
[1] malegislature.gov

Top Domains in Tweet in G10:
[3] rewire.news
[1] blackmamasmatter.org
[1] essence.com
[1] plannedparenthoodaction.org
[1] theroot.com
[1] npr.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[522] blackmaternalhealthweek
[275] bmhw19
[87] blackmamasmatter
[82] health
[63] maternalhealth
[59] blackmaternalhealth
[54] israel
[50] breastfeeding
[44] maternal
[42] africa



Top Hashtags in Tweet in G1:
[178] blackmaternalhealthweek
[129] bmhw19
[39] blackmamasmatter
[13] cofamli
[12] coleg
[12] maternalhealth
[9] copolitics
[7] breastfeeding
[7] sb188
[7] blackmaternalhealth

Top Hashtags in Tweet in G2:
[1] 2020democraticcandidates

Top Hashtags in Tweet in G3:
[15] health
[14] bmhw19
[13] blackmaternalhealthweek
[8] africa
[7] blackmamasmatter
[5] maternalhealth
[4] bmhw
[4] theresident
[3] nursing
[3] maternal

Top Hashtags in Tweet in G4:
[105] blackmaternalhealthweek
[2] demunitytwitterproject
[1] blackmaternalhealth
[1] minorityhealthmonth
[1] bmhw19
[1] senators

Top Hashtags in Tweet in G5:
[48] blackmaternalhealthweek
[16] bmhw19
[14] blackmaternalhealth
[5] blackmamasmatter
[4] united4healthequitynj
[4] blackmaternalhealthcaucus
[3] bmhcaucus
[2] ohio
[2] maternaljustice
[2] nurturenj

Top Hashtags in Tweet in G6:
[37] health
[33] africa
[21] inventingforlife
[10] givingbirthinnigeria
[8] endmaternalmortality
[7] wash
[7] bmhw19
[7] healthmeetstechng
[7] hackathon
[7] nigeria

Top Hashtags in Tweet in G7:
[24] theresident
[5] bmhw19
[3] climatechange
[2] maternalmortality
[2] blackmaternalhealthweek
[1] acog19
[1] everymomeverytime
[1] climatechangeshealth
[1] childrenatthecenter
[1] actonclimate

Top Hashtags in Tweet in G8:
[11] bmhw19
[8] paidleave
[4] blackmaternalhealthweek
[2] blackmamasmatter
[1] nmhm19

Top Hashtags in Tweet in G9:
[10] bmhw19
[6] blackmaternalhealthweek
[3] mapoli
[2] didyouknow
[2] blackmamasmatter
[1] forthepeople
[1] trustblackwomen
[1] bospoli
[1] blackmaternalhealth
[1] emergenow

Top Hashtags in Tweet in G10:
[27] blackmaternalhealth
[4] bmhw19
[3] maternalhealth
[2] blackmamasmatter
[1] blackjoy

Top Words
Top Words in Tweet in Entire Graph:
[3338] Words in Sentiment List#1: Positive
[3611] Words in Sentiment List#2: Negative
[62] Words in Sentiment List#3: Angry/Violent
[118188] Non-categorized Words
[125137] Total Words
[3170] maternal
[3167] health
[2702] black
[1834] women
[776] s

Top Words in Tweet in G1:
[566] black
[410] health
[374] maternal
[234] women
[178] #blackmaternalhealthweek
[134] blkmamasmatter
[129] #bmhw19
[114] care
[111] mothers
[110] pregnancy

Top Words in Tweet in G2:
[364] xan_desanctis
[354] late
[352] corybooker
[346] abortion
[346] term
[345] life
[343] being
[342] iowa
[342] town
[342] hall

Top Words in Tweet in G3:
[388] health
[322] maternal
[211] black
[132] women
[102] week
[45] child
[41] s
[38] care
[35] reproductive
[30] re

Top Words in Tweet in G4:
[292] kamalaharris
[214] maternal
[202] black
[180] women
[164] worst
[164] deaths
[163] rate
[159] s
[158] u
[157] developed

Top Words in Tweet in G5:
[283] black
[229] health
[198] maternal
[103] mothers
[99] cau
[95] crisis
[95] dying
[95] pregnancy
[95] related
[91] rates

Top Words in Tweet in G6:
[136] health
[102] women
[90] maternal
[71] improve
[62] 3
[53] black
[49] ways
[49] africa
[48] time
[47] s

Top Words in Tweet in G7:
[110] women
[94] maternal
[92] black
[55] health
[49] sciam
[42] mortality
[41] racial
[40] categories
[40] worse
[40] older

Top Words in Tweet in G8:
[182] women
[127] black
[93] white
[92] 3
[70] drleanawen
[58] pregnancy
[56] 4
[56] times
[56] related
[53] rate

Top Words in Tweet in G9:
[81] women
[72] babies
[68] health
[53] pregnancy
[52] proud
[49] being
[49] reppressley
[48] well
[48] before
[48] during

Top Words in Tweet in G10:
[82] ppact
[78] health
[74] black
[44] women
[42] maternal
[38] s
[34] pregnancy
[31] care
[28] disparities
[27] simply

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1623] maternal,health
[1107] black,women
[822] black,maternal
[444] maternal,mortality
[397] health,week
[384] black,mothers
[347] late,term
[345] town,hall
[343] iowa,town
[343] hall,today

Top Word Pairs in Tweet in G1:
[294] maternal,health
[190] black,women
[135] black,maternal
[100] black,mothers
[77] maternity,care
[75] health,week
[66] access,quality
[64] care,one
[63] lack,access
[63] reason,black

Top Word Pairs in Tweet in G2:
[345] late,term
[342] iowa,town
[342] town,hall
[342] hall,today
[342] today,corybooker
[342] corybooker,claimed
[342] claimed,late
[342] term,abortion
[342] abortion,happens
[342] happens,woman's

Top Word Pairs in Tweet in G3:
[190] maternal,health
[115] black,maternal
[87] health,week
[54] black,women
[34] maternal,child
[29] child,health
[26] reproductive,health
[25] women,incredible
[25] incredible,re
[25] re,leading

Top Word Pairs in Tweet in G4:
[174] black,women
[163] maternal,deaths
[157] u,s
[157] s,worst
[157] worst,rate
[157] rate,maternal
[157] deaths,developed
[157] developed,world
[157] world,even
[157] even,worse

Top Word Pairs in Tweet in G5:
[121] maternal,health
[103] black,maternal
[100] black,mothers
[94] pregnancy,related
[93] health,crisis
[92] crisis,black
[87] recognize,public
[87] public,health
[87] mothers,dying
[87] dying,alarming

Top Word Pairs in Tweet in G6:
[49] improve,health
[48] 3,ways
[48] ways,africa
[48] africa,improve
[45] maternal,health
[45] health,women
[40] black,women
[39] women,children
[37] wef,3
[33] children,#africa

Top Word Pairs in Tweet in G7:
[65] black,women
[45] maternal,health
[42] maternal,mortality
[40] racial,categories
[40] categories,maternal
[40] mortality,worse
[40] worse,older
[40] older,women
[40] women,burden
[40] burden,concentrated

Top Word Pairs in Tweet in G8:
[124] black,women
[56] 3,4
[56] 4,times
[56] pregnancy,related
[52] absolutely,reason
[52] reason,black
[52] women,dying
[52] dying,pregnancy
[52] related,causes
[52] causes,3

Top Word Pairs in Tweet in G9:
[48] health,well
[48] well,being
[48] being,women
[48] women,before
[48] before,during
[48] during,pregnancy
[48] pregnancy,demands
[48] demands,undivided
[48] undivided,attention
[48] attention,now

Top Word Pairs in Tweet in G10:
[37] black,women
[34] maternal,health
[31] black,maternal
[29] health,care
[27] s,simply
[27] simply,unacceptable
[27] unacceptable,black
[27] women,face
[27] face,such
[27] such,stark

Top Replied-To
Top Replied-To in Entire Graph:
@xan_desanctis
@kamalaharris
@notofit7k
@repunderwood
@boxmenot
@stupidrock
@usnehal
@babyname_maven
@baconmd2
@ntvkenya

Top Replied-To in G1:
@sarahunsicker
@blkmamasmatter
@aunpalmquist
@robingnelson
@michelleobama
@umangela
@mclemoremr
@kirion_kir
@deblavender
@repunderwood

Top Replied-To in G2:
@xan_desanctis
@stupidrock
@beaugeste11
@oldpunk721
@nicole0617
@pjgroch

Top Replied-To in G4:
@kamalaharris
@murraycampaign
@redwalrus1
@madmarnh
@senkamalaharris

Top Replied-To in G5:
@repunderwood
@marsospina
@firstladynj
@replucymcbath

Top Replied-To in G6:
@nigeriainfoabj
@ekemma
@guardiannigeria
@ayomidejoe

Top Replied-To in G7:
@ibjiyongi

Top Replied-To in G9:
@milliennial
@reppressley

Top Replied-To in G10:
@russmanrussman
@eyeedinburgh
@madsnowpeeps
@ppact
@radmadmid

Top Mentioned
Top Mentioned in Entire Graph:
@xan_desanctis
@corybooker
@kamalaharris
@blkmamasmatter
@murraycampaign
@ppact
@senkamalaharris
@rewire_news
@repadams
@repunderwood

Top Mentioned in G1:
@blkmamasmatter
@rewire_news
@sistersong_woc
@ppblackcomm
@mclemoremr
@reprorights
@naral
@radicaldoula
@edawesgay
@ppfa

Top Mentioned in G2:
@xan_desanctis
@corybooker
@drjengunter
@fawfulfan
@pjgroch
@bbaord
@bpickar
@nicole0617
@stupidrock
@chandlereclipse

Top Mentioned in G3:
@theafricamentor
@obstetrics_bio
@pairsonnalitesa
@afronews
@womens_womens

Top Mentioned in G4:
@kamalaharris
@murraycampaign
@servethe901
@redwalrus1
@senkamalaharris
@magi_jay
@904623
@essenviews
@blkmamasmatter
@xan_desanctis

Top Mentioned in G5:
@senkamalaharris
@repadams
@repunderwood
@boyd4oh_d9
@emiliasykesoh
@repbarragan
@replucymcbath
@ohhousedems
@emilyslist
@ericaccrawley

Top Mentioned in G6:
@blavity
@msdformothers
@wef
@msdinvents
@metiebetmd
@temitayoe
@nighealthwatch
@epiafric
@wellbeingafrica
@rabinmartin

Top Mentioned in G7:
@sciam
@freetobebri
@residentfox
@mclemoremr
@neel_shah
@npwh
@acog
@4kira4moms
@envirn
@climate4health

Top Mentioned in G8:
@drleanawen
@tinasmithmn
@npwf
@breathofmyheart
@craftourstory
@jenniejoseph
@blkmamasmatter
@heragenda
@kamalaharris
@ppact

Top Mentioned in G9:
@reppressley
@heyitscalla
@ultraviolet
@lizforma
@nwlc
@emergemass
@senkamalaharris
@emergeamerica
@rewire_news
@repkaykhan

Top Mentioned in G10:
@ppact
@ppblackcomm
@leahntorres
@ktravisballie
@lisawinslow
@kamijane29
@reprorights
@eyeedinburgh
@mollybrown28
@carolenovielli

Top Tweeters
Top Tweeters in Entire Graph:
@pairsonnalitesu
@pairsonnalitesa
@jobs_board
@jude_mugabi
@mattmurph24
@cagney1991
@feministajones
@solutioneer72
@prpnews
@catawu

Top Tweeters in G1:
@lindacollins11
@blackphysicists
@debeauxos1
@the3jsmom
@wavetossed
@dawnarickelz
@letat_lechat
@wolfiemouse
@ellendatlow
@people

Top Tweeters in G2:
@madanabhat
@msavaarmstrong
@magannohate
@lindasuhler
@bamaperry
@redeemed1952
@jtlol
@idaflo
@tweetingsourav
@dontrumpeone

Top Tweeters in G3:
@pairsonnalitesu
@pairsonnalitesa
@jobs_board
@prpnews
@razzletazzlemag
@testisfidelis
@redot2005
@obiba_
@christineiam
@spanishcountry

Top Tweeters in G4:
@mattmurph24
@cagney1991
@backstorymom1
@sheiladecker19
@hijcp
@cece_23spalding
@sexygirl798
@eclecticbrotha
@freeandclear1
@kristafrances

Top Tweeters in G5:
@solutioneer72
@kaijuking23
@blogdiva
@bulldoghill
@docrocktex26
@teakinrj
@anoldlefty
@menjicm
@ciocia
@cmpnwtr

Top Tweeters in G6:
@yayayarndiva
@magarya
@ineedja_kadeeja
@omarkelly
@benjancewicz
@gregbjenkins
@nightshiftnews
@joemls
@guardiannigeria
@maxgattoni

Top Tweeters in G7:
@vabvox
@xlosingfaith
@imanitheog
@ibjiyongi
@msheatherbeaver
@taytwelve
@paposaurus
@whalegeologist
@klillington
@sciam

Top Tweeters in G8:
@mharvey816
@alllwftopic
@whirledcitizen_
@sba1211
@dpmax100
@sumoh7
@joshuacaleb75
@ayemrscarter
@drjudystone
@ti_enjoli

Top Tweeters in G9:
@lisakbromley
@amacutnso
@tallnoe
@evelittlepage
@suehagadorn
@the_nasty_woman
@hedytf
@boozynerd
@combatcavscout
@helmsinki

Top Tweeters in G10:
@kaygirl8lawana
@wtf_imtooold
@cindyfsolomon
@lisawinslow
@jonahnro
@eyeedinburgh
@emily_baker
@practicalvoter
@tornadoesboreme
@bretbaier


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