Maternal health, Twitter, 4/16/2018 9:59:19 AM, 148319


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Maternal health_2018-04-16_02-41-41.xlsx
Maternal health_2018-04-16_02-41-41.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 16, 2018
Short Description:
Maternal health via NodeXL http://bit.ly/2H0FPwk
@kamalaharris
@blkmamasmatter
@doccrearperry
@ppfa
@rewire_news
@sistersong_woc
@mhtf
@hannahdahlen
@cturlington
@birthrightsorg

Top hashtags:
#bmhw18
#blackmaternalhealthweek
#blackmamasmatter
#whatwomenwant

Description:
Description
The graph represents a network of 4,771 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, 16 April 2018 at 09:43 UTC.

The requested start date was Monday, 16 April 2018 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 2-day, 16-hour, 43-minute period from Thursday, 12 April 2018 at 17:13 UTC to Sunday, 15 April 2018 at 09:57 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 : 4771
Unique Edges : 6194
Edges With Duplicates : 602
Total Edges : 6796
Number of Edge Types : 3
Mentions : 5916
Tweet : 788
Replies to : 92
Self-Loops : 788
Reciprocated Vertex Pair Ratio : 0.0159817351598174
Reciprocated Edge Ratio : 0.0314606741573034
Connected Components : 547
Single-Vertex Connected Components : 292
Maximum Vertices in a Connected Component : 3342
Maximum Edges in a Connected Component : 5248
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 5.497538
Graph Density : 0.000254200012567192
Modularity : 0.784922
NodeXL Version : 1.0.1.396

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[285] https://rewire.news/article/2018/04/11/maternal-health-replace-race-with-racism/
[104] https://rewire.news/article/2018/04/12/housing-instability-important-yet-overlooked-factor-maternal-health-crisis/
[55] http://www.dailykos.com/stories/2018/4/13/1756853/-Black-Maternal-Health-Week-addresses-deadly-disparities-in-health-care-for-black-women-and-babies
[48] https://www.nytimes.com/2018/04/11/magazine/black-mothers-babies-death-maternal-mortality.html
[27] https://trib.al/36eyTef
[24] http://blackmamasmatter.org/
[23] https://generocity.org/philly/2018/04/12/america-needs-black-maternal-health-week/
[22] http://www.itv.com/news/utv/2018-04-13/urgent-need-for-investment-in-maternal-mental-health-services/
[20] https://rewire.news/
[18] https://www.nytimes.com/2018/04/11/magazine/black-mothers-babies-death-maternal-mortality.html?smid=tw-share

Top URLs in Tweet in G1:
[4] https://rewire.news/article/2018/04/11/maternal-health-replace-race-with-racism/
[4] https://www.romper.com/p/these-facts-about-black-maternal-health-are-horrifying-entirely-preventable-8756482
[2] https://www.thebeatdc.com/blog/2018/4/12/kamala-harris-and-colleagues-intro-resolution-for-black-maternal-health-week
[1] https://blackmamasmatter.org/2018/support-black-maternal-health-week-resolution/
[1] http://blackmamasmatter.org/
[1] https://rewire.news/article/2018/04/12/housing-instability-important-yet-overlooked-factor-maternal-health-crisis/
[1] https://www.nytimes.com/2018/04/11/magazine/black-mothers-babies-death-maternal-mortality.html
[1] http://rewire.news/article/2018/04/11/maternal-health-replace-race-with-racism/
[1] https://www.nytimes.com/2018/04/11/magazine/black-mothers-babies-death-maternal-mortality.html?mtrref=www.facebook.com

Top URLs in Tweet in G2:
[79] https://rewire.news/article/2018/04/11/maternal-health-replace-race-with-racism/
[60] https://rewire.news/article/2018/04/12/housing-instability-important-yet-overlooked-factor-maternal-health-crisis/
[16] https://generocity.org/philly/2018/04/12/america-needs-black-maternal-health-week/
[9] http://blackmamasmatter.org/
[8] http://www.stlamerican.com/news/columnists/guest_columnists/black-maternal-health-must-be-a-priority/article_532dea22-3e6d-11e8-bd56-4bf31e1858ba.html
[7] https://womensenews.org/2018/04/ending-the-doom-gloom-shifting-the-narrative-about-black-maternal-health/
[6] http://blackmamamatters.org/bmhw
[5] https://blackmamasmatter.org/resources/
[5] http://www.nationalpartnership.org/research-library/maternal-health/maternity-snapshot-black-maternal-health.pdf
[5] https://rewire.news/article/2018/01/25/remember-erica-garner-fighting-protect-black-womens-health/

Top URLs in Tweet in G3:
[10] https://rewire.news/article/2018/04/11/maternal-health-replace-race-with-racism/
[3] https://rewire.news/
[2] https://nwlc.org/blog/racism-in-health-care-for-black-women-who-become-pregnant-its-a-matter-of-life-and-death/
[2] https://rewire.news/article/2018/04/12/housing-instability-important-yet-overlooked-factor-maternal-health-crisis/
[2] https://blackmamasmatter.org/
[1] https://mic.com/articles/188801/black-mamas-matter-alliance-is-launching-the-first-national-black-maternal-health-week?utm_source=twitter&utm_medium=tweet&utm_campaign=healthtwitter&utm_content=bmhw-april18#.5nnbeLhDA
[1] http://blackmamasmatter.org/
[1] https://rewire.news/article/2018/04/11/maternal-health-replace-race-with-racism/?utm_source=Rewire.News&utm_campaign=df0cbb902b-EMAIL_CAMPAIGN_2018_04_11&utm_medium=email&utm_term=0_f311a29bda-df0cbb902b-112407541
[1] https://blavity.com/black-women-are-three-times-more-likely-to-die-in-childbirth-than-white-women-this-group-plans-on-changing-that
[1] https://www.thenation.com/article/serena-williams-could-insist-that-doctors-listen-to-her-most-black-women-cant/

Top URLs in Tweet in G4:
[41] https://rewire.news/article/2018/04/11/maternal-health-replace-race-with-racism/
[17] https://www.nytimes.com/2018/04/11/magazine/black-mothers-babies-death-maternal-mortality.html
[11] https://rewire.news/
[10] https://www.nytimes.com/2018/04/11/magazine/black-mothers-babies-death-maternal-mortality.html?smid=tw-share
[10] http://www.jenniferkruse.com/holistic-health-news.html
[7] http://www.dailykos.com/stories/2018/4/13/1756853/-Black-Maternal-Health-Week-addresses-deadly-disparities-in-health-care-for-black-women-and-babies
[6] https://rewire.news/article/2018/04/12/housing-instability-important-yet-overlooked-factor-maternal-health-crisis/
[4] http://blackmamasmatter.org/
[4] https://mic.com/articles/188801/black-mamas-matter-alliance-is-launching-the-first-national-black-maternal-health-week
[4] http://www.itv.com/news/utv/2018-04-13/urgent-need-for-investment-in-maternal-mental-health-services/

Top URLs in Tweet in G5:
[4] https://www.mhtf.org/2018/04/11/what-do-women-want-when-it-comes-to-high-quality-maternal-and-reproductive-health/
[4] https://www.thisdaylive.com/index.php/2018/04/12/who-commends-toyin-sarakis-efforts-on-maternal-health/
[3] http://www.itv.com/news/utv/2018-04-13/urgent-need-for-investment-in-maternal-mental-health-services/
[2] http://www.unwomen.org/en/news/stories/2017/7/feature-maternal-health-gets-a-new-boost-in-liberia
[2] http://www.afro.who.int/health-topics/maternal-health
[2] https://www.whatwomenwant.org/
[1] https://qrius.com/india-waking-up-to-a-malnutrition-crisis/
[1] https://rewire.news/article/2018/04/12/housing-instability-important-yet-overlooked-factor-maternal-health-crisis/
[1] http://www.unwomen.org/en/digital-library/sdg-report
[1] https://www.today.ng/news/nigeria/104961/commends-toyin-sarakis-efforts-maternal-health

Top URLs in Tweet in G6:
[1] http://jmkfoundation.org/

Top URLs in Tweet in G7:
[14] https://www.nytimes.com/2018/04/11/magazine/black-mothers-babies-death-maternal-mortality.html
[5] https://www.nytimes.com/2018/04/11/magazine/black-mothers-babies-death-maternal-mortality.html?hp&action=click&pgtype=Homepage&clickSource=story-heading&module=photo-spot-region®ion=top-news&WT.nav=top-news
[2] https://mobile.nytimes.com/2018/04/11/magazine/black-mothers-babies-death-maternal-mortality.html
[2] https://twitter.com/lindavillarosa/status/984396404213866497
[1] https://www.nytimes.com/2018/04/11/magazine/black-mothers-babies-death-maternal-mortality.html?smid=tw-share
[1] https://trib.al/MoIt8da
[1] https://trib.al/PGkPK9T
[1] https://mobile.nytimes.com/2018/04/11/magazine/black-mothers-babies-death-maternal-mortality.html?smid=tw-nytimes&smtyp=cur
[1] https://mobile.nytimes.com/2018/04/11/magazine/black-mothers-babies-death-maternal-mortality.html?action=click&module=Top+Stories&pgtype=Homepage
[1] https://twitter.com/NYTmag/status/984502456800473088

Top URLs in Tweet in G8:
[11] http://www.itv.com/news/utv/2018-04-13/urgent-need-for-investment-in-maternal-mental-health-services/
[3] https://www.belfastlive.co.uk/news/belfast-news/study-finds-urgent-need-investment-14523852
[1] https://smalltimemum1.wordpress.com/2018/02/09/evaluation-uk-maternal-mental-health-matters-awareness-week-2017/
[1] https://m.facebook.com/story.php?story_fbid=751911798333392&id=587696788088228
[1] https://twitter.com/DrSMcMullen/status/984467918485381120
[1] http://mcpin.org/maternal-mental-health-peer-support-quality-assurance-principles/
[1] http://www.andrewmayers.info/perinatal-mental-health.html?utm_content=buffere619c&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://twitter.com/McPinFoundation/status/984395726410190853
[1] https://twitter.com/5PillarsParent/status/984375130007769088
[1] https://maternalmentalhealthalliance.org/members/list-of-member-organisations/

Top URLs in Tweet in G9:
[4] http://blackyouthproject.com/black-mamas-matter-alliance-launches-first-national-black-maternal-health-week/
[2] https://rewire.news/article/2018/04/11/maternal-health-replace-race-with-racism/
[1] https://newsone.com/3792656/black-maternal-health-mothers-racism-race-african-american/amp/?__twitter_impression=true
[1] https://www.popsci.com/maternal-mortality-rates-texas
[1] https://blackyouthproject.com/black-mamas-matter-alliance-launches-first-national-black-maternal-health-week/
[1] https://rewire.news/article/2018/04/12/housing-instability-important-yet-overlooked-factor-maternal-health-crisis/
[1] https://womensenews.org/2018/04/ending-the-doom-gloom-shifting-the-narrative-about-black-maternal-health/
[1] https://generocity.org/philly/2018/04/12/america-needs-black-maternal-health-week/
[1] http://www.publicnewsservice.org/2018-04-13/health-issues/tn-observes-first-ever-black-maternal-health-week/a62177-1#sthash.MTjzZFEk.uxfs
[1] https://newsone.com/3792578/black-maternal-mortality-rate-u-s-infant-deaths-health-week/#.WtFkM3Q4HsM.twitter

Top URLs in Tweet in G10:
[31] https://rewire.news/article/2018/04/11/maternal-health-replace-race-with-racism/
[29] http://www.dailykos.com/stories/2018/4/13/1756853/-Black-Maternal-Health-Week-addresses-deadly-disparities-in-health-care-for-black-women-and-babies
[1] https://rewire.news/article/2018/04/12/housing-instability-important-yet-overlooked-factor-maternal-health-crisis/
[1] http://www.dailykos.com/stories/1756853
[1] http://www.dailykos.com/stories/1756853?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=mmccxii
[1] https://www.dailykos.com/story/2018/4/13/1756853/-Black-Maternal-Health-Week-addresses-deadly-disparities-in-health-care-for-black-women-and-babies
[1] https://generocity.org/philly/2018/04/12/america-needs-black-maternal-health-week/

Top Domains
Top Domains in Tweet in Entire Graph:
[444] rewire.news
[104] nytimes.com
[81] twitter.com
[62] dailykos.com
[47] blackmamasmatter.org
[46] newsone.com
[30] trib.al
[26] facebook.com
[24] itv.com
[24] generocity.org

Top Domains in Tweet in G1:
[6] rewire.news
[4] romper.com
[2] blackmamasmatter.org
[2] nytimes.com
[2] thebeatdc.com

Top Domains in Tweet in G2:
[154] rewire.news
[20] blackmamasmatter.org
[17] generocity.org
[11] stlamerican.com
[9] twitter.com
[9] blackmamamatters.org
[8] nationalpartnership.org
[7] womensenews.org
[5] instagram.com
[4] thunderclap.it

Top Domains in Tweet in G3:
[16] rewire.news
[3] blackmamasmatter.org
[2] mic.com
[2] nwlc.org
[1] blavity.com
[1] thenation.com
[1] powertodecide.org
[1] americanprogress.org
[1] dailykos.com
[1] nationalpartnership.org

Top Domains in Tweet in G4:
[70] rewire.news
[37] nytimes.com
[26] twitter.com
[16] facebook.com
[13] newsone.com
[12] feedburner.com
[11] dailykos.com
[10] jenniferkruse.com
[7] blackmamasmatter.org
[6] itv.com

Top Domains in Tweet in G5:
[4] mhtf.org
[4] thisdaylive.com
[3] itv.com
[3] unwomen.org
[3] who.int
[3] whatwomenwant.org
[2] twitter.com
[1] qrius.com
[1] rewire.news
[1] today.ng

Top Domains in Tweet in G6:
[1] jmkfoundation.org

Top Domains in Tweet in G7:
[28] nytimes.com
[4] twitter.com
[2] trib.al
[1] generocity.org

Top Domains in Tweet in G8:
[11] itv.com
[5] twitter.com
[3] co.uk
[1] wordpress.com
[1] facebook.com
[1] mcpin.org
[1] andrewmayers.info
[1] maternalmentalhealthalliance.org

Top Domains in Tweet in G9:
[5] blackyouthproject.com
[3] rewire.news
[2] newsone.com
[1] popsci.com
[1] womensenews.org
[1] generocity.org
[1] publicnewsservice.org

Top Domains in Tweet in G10:
[32] dailykos.com
[32] rewire.news
[1] generocity.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[305] bmhw18
[195] blackmaternalhealthweek
[128] blackmamasmatter
[82] whatwomenwant
[79] maternalhealth
[46] health
[30] maternal
[22] intlmhday
[19] plannedparenthood
[17] breastfeeding



Top Hashtags in Tweet in G1:
[6] bmhw18
[3] blackmamasmatter
[2] blackmaternalhealthweek

Top Hashtags in Tweet in G2:
[157] bmhw18
[113] blackmaternalhealthweek
[30] blackmamasmatter
[23] maternalhealth
[13] maternaljustice
[11] isupport
[8] dc
[6] reprojustice
[6] trustblackwomen
[6] whenblackwomenlead

Top Hashtags in Tweet in G3:
[16] plannedparenthood
[15] blackmamasmatter
[12] blackmaternalhealthweek
[8] bmhw18
[1] nmhm18
[1] aag2018

Top Hashtags in Tweet in G4:
[15] blackmaternalhealthweek
[11] blackmamasmatter
[9] bmhw18
[8] health
[5] maternal
[4] maternalhealth
[4] nmhm18
[4] reprohealth
[4] reprojustice
[3] mortality

Top Hashtags in Tweet in G5:
[51] whatwomenwant
[10] breastfeeding
[9] intlmhday
[7] maternalhealth
[5] midwives
[4] mamacare
[4] indigenous
[3] maternalmentalhealth
[3] promisestoaction
[3] health

Top Hashtags in Tweet in G6:
[2] jmkf
[1] maternal
[1] newborn
[1] savinglives
[1] tanzania

Top Hashtags in Tweet in G7:
[46] bmhw18
[5] health
[3] women
[3] blackwomen
[3] blackmaternalhealthweek
[3] healthequity
[2] maternalhealth
[2] reclaimingbgwh
[1] racism
[1] maternal

Top Hashtags in Tweet in G8:
[12] perthshire
[10] mentalhealth
[7] everyonesbusiness
[5] northernireland
[5] mmhpeersupport
[4] maternalmhmatters
[2] perinatalmentalhealth
[2] perth
[2] scotland
[2] mums

Top Hashtags in Tweet in G9:
[6] blackmaternalhealthweek
[3] bmhw18
[1] blackmamasmatter

Top Hashtags in Tweet in G10:
[21] bmhw18
[20] blackmamasmatter
[1] blackmaternalhealthweek

Top Words
Top Words in Tweet in Entire Graph:
[2520] Words in Sentiment List#1: Positive
[6150] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[108446] Non-categorized Words
[117116] Total Words
[3462] health
[3374] black
[2886] maternal
[2021] women
[1234] s

Top Words in Tweet in G1:
[755] black
[716] kamalaharris
[716] s
[699] white
[698] women
[694] times
[692] alarming
[692] three
[692] four
[692] more

Top Words in Tweet in G2:
[605] black
[581] health
[562] maternal
[332] women
[226] blkmamasmatter
[166] racism
[161] s
[157] bmhw18
[153] factor
[153] risk

Top Words in Tweet in G3:
[525] black
[339] women
[241] ppfa
[229] need
[226] racism
[193] health
[176] maternal
[173] intersecting
[173] issues
[173] sexism

Top Words in Tweet in G4:
[299] health
[255] maternal
[176] black
[76] racism
[63] women
[60] week
[52] care
[51] s
[47] risk
[47] factor

Top Words in Tweet in G5:
[355] health
[169] maternal
[137] care
[106] services
[74] jpnadda
[68] healthcare
[65] quality
[59] primary
[54] related
[54] comprehensive

Top Words in Tweet in G6:
[143] launched
[141] jmkikwete
[141] pleasure
[141] announce
[141] jakaya
[141] mrisho
[141] kikwete
[141] foundation
[141] yesterday
[141] excellency

Top Words in Tweet in G7:
[134] health
[123] black
[76] maternal
[57] lindavillarosa
[53] article
[49] week
[49] care
[48] thank
[47] women
[46] bmhw18

Top Words in Tweet in G8:
[106] maternal
[103] mental
[101] health
[36] need
[36] care
[35] investment
[34] urgent
[29] specialist
[27] mmhalliance
[25] support

Top Words in Tweet in G9:
[165] black
[85] health
[76] maternal
[68] week
[67] mamas
[65] matter
[65] alliance
[65] 17
[63] blackyouthproj
[63] launched

Top Words in Tweet in G10:
[100] black
[83] health
[67] women
[47] maternal
[46] disparities
[36] care
[34] deadly
[33] week
[33] addresses
[33] babies

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1929] maternal,health
[1659] black,women
[881] black,maternal
[877] pregnancy,related
[806] times,more
[766] more,pregnancy
[760] three,four
[760] four,times
[750] women,three
[738] related,complications

Top Word Pairs in Tweet in G1:
[697] black,women
[692] s,alarming
[692] alarming,black
[692] women,three
[692] three,four
[692] four,times
[692] times,more
[692] more,pregnancy
[692] pregnancy,related
[692] related,complications

Top Word Pairs in Tweet in G2:
[495] maternal,health
[261] black,maternal
[233] black,women
[133] risk,factor
[109] health,week
[97] factor,maternal
[95] isn,t
[73] pregnancy,related
[73] t,risk
[73] health,racism

Top Word Pairs in Tweet in G3:
[330] black,women
[173] intersecting,issues
[173] issues,racism
[173] racism,sexism
[171] negative,impact
[170] sexism,economic
[170] economic,inequity
[170] inequity,disproportionately
[170] disproportionately,negative
[169] women,deal

Top Word Pairs in Tweet in G4:
[152] maternal,health
[72] black,maternal
[57] health,week
[40] health,care
[40] black,women
[39] risk,factor
[36] factor,maternal
[29] black,mothers
[27] health,racism
[22] maternal,mortality

Top Word Pairs in Tweet in G5:
[103] maternal,health
[92] health,care
[60] care,services
[57] primary,healthcare
[52] comprehensive,primary
[52] healthcare,encompasses
[52] encompasses,health
[52] services,related
[52] related,eye
[52] eye,ent

Top Word Pairs in Tweet in G6:
[141] pleasure,announce
[141] announce,jakaya
[141] jakaya,mrisho
[141] mrisho,kikwete
[141] kikwete,foundation
[141] foundation,launched
[141] launched,yesterday
[141] yesterday,excellency
[141] excellency,president
[139] jmkikwete,pleasure

Top Word Pairs in Tweet in G7:
[59] maternal,health
[51] black,maternal
[49] health,week
[46] health,care
[42] happily,universe
[42] universe,conspired
[42] conspired,article
[42] article,running
[42] running,during
[42] during,black

Top Word Pairs in Tweet in G8:
[103] maternal,mental
[100] mental,health
[36] health,care
[34] urgent,need
[34] need,investment
[29] specialist,maternal
[17] addressing,urgent
[17] investment,provision
[17] provision,specialist
[17] care,lives

Top Word Pairs in Tweet in G9:
[73] maternal,health
[68] black,maternal
[67] black,mamas
[66] health,week
[65] mamas,matter
[65] matter,alliance
[63] alliance,launched
[63] launched,1st
[63] 1st,black
[63] week,runs

Top Word Pairs in Tweet in G10:
[64] black,women
[45] maternal,health
[35] health,care
[34] care,black
[33] black,maternal
[33] health,week
[33] week,addresses
[33] addresses,deadly
[33] deadly,disparities
[33] disparities,health

Top Replied-To
Top Replied-To in Entire Graph:
@senkamalaharris
@lindavillarosa
@ppfa
@kamalaharris
@browofjustice
@sabrina_mahtani
@brynnthorssen
@aoirse
@mo_ibrahimfdn
@malecheallan

Top Replied-To in G1:
@kamalaharris

Top Replied-To in G2:
@senkamalaharris
@ibisrh
@pplosangeles
@iamksealsallers
@aslavitt
@cdcgov
@reprorightsdoc
@johnbcool

Top Replied-To in G3:
@ppfa

Top Replied-To in G5:
@toyinsaraki
@unicef
@arjandewagt
@wellbeingafrica
@pmnch

Top Replied-To in G6:
@nursingdean
@figohq

Top Replied-To in G7:
@lindavillarosa
@alanalentin

Top Replied-To in G8:
@mrsgifletcher
@schofe
@nualafmurphy
@rcpsychni
@bbcgmu

Top Replied-To in G10:
@julescelt
@dailykos

Top Mentioned
Top Mentioned in Entire Graph:
@kamalaharris
@blkmamasmatter
@ppfa
@sistersong_woc
@doccrearperry
@jmkikwete
@rewire_news
@edawesgay
@jpnadda
@npwf

Top Mentioned in G1:
@kamalaharris
@reprorights
@repadams
@gayleasher1
@blackyouthproj
@pochlthmatters
@ppfa
@drtaylor09
@npwf
@rewire_news

Top Mentioned in G2:
@blkmamasmatter
@doccrearperry
@rewire_news
@npwf
@edawesgay
@jamilahlemieux
@generocity
@jenniejoseph
@senkamalaharris
@senjeffmerkley

Top Mentioned in G3:
@ppfa
@sistersong_woc
@nwlc
@ppact
@blkmamasmatter
@kamalaharris
@lifehaspurpose
@edawesgay
@powertodecide
@ryanbomberger

Top Mentioned in G4:
@kamlesm

Top Mentioned in G5:
@jpnadda
@who
@unicef
@pmnch
@unicefindia
@priyankachopra
@narendra
@unvolunteers
@unv_rowca
@wraglobal

Top Mentioned in G6:
@jmkikwete
@jhpiego
@magufulijp
@swalihof
@transformsays
@esiakafk
@nursingdean
@rhangwa
@afriyantanzania
@goga_seif

Top Mentioned in G7:
@lindavillarosa
@si
@nytmag
@nytimes
@columbia
@aspenascend
@sistersong_woc
@blkmamasmatter
@amdd_program
@columbiamsph

Top Mentioned in G8:
@mmhalliance
@robinson_linds
@bbcgmu
@pmhpuk
@mindcharity
@rcpsychni
@mcpinfoundation
@mslyndabryans
@viewdigital
@taysidemmh

Top Mentioned in G9:
@blackyouthproj
@birthrightfilm
@winndetroit
@kamalaharris
@blkmamasmatter
@sistersong_woc
@rewire_news
@racebaitr

Top Mentioned in G10:
@naral
@dailykos
@nationalnow
@kamalaharris
@ppfa
@blkmamasmatter
@mikewyatt000
@the_news_diva
@nytmag
@ifwhenhow

Top Tweeters
Top Tweeters in Entire Graph:
@occuworld
@the_news_diva
@phildecarolis
@geoffrey_payne
@nneusj
@nilimajumder
@slasher48
@pmorris153
@n7irl
@muzikscribe

Top Tweeters in G1:
@muzikscribe
@pamcurtis4210
@mapocoloco
@skorpyos
@raygibbs1
@emccoy_writer
@redhed67
@sharon59
@greenbiotechie
@glorygirlone

Top Tweeters in G2:
@itswanda
@patricklee6669
@rodeodance
@beverly21811568
@the3jsmom
@b1e56df9ce6549f
@penny_g
@crazynellz
@devdam1
@overanalystvera

Top Tweeters in G3:
@slasher48
@debilu2
@vlanghiari34
@boovay7
@gis_sharer
@tamtamsworld
@starfishncoffee
@blackamazon
@shannonaber
@trixiedalek

Top Tweeters in G4:
@occuworld
@watsupafrica
@worldjobsclub
@beatricelacy
@redot2005
@inspiteoftrump
@hot1071
@jenniferkruse
@mostlybree
@t_post7

Top Tweeters in G5:
@nilimajumder
@mithu796311
@moniselseward
@ani
@pickooo
@ht107642
@isaackcheboiwo
@isrkssunil
@sbambam16
@iwishforstyles_

Top Tweeters in G6:
@waytotrill1995
@mariastsehai
@kcs39194
@tzdiscovery
@seifkabelele
@yose_hoza
@charlzclive
@mosemogeni
@kennedymmari
@iambrighton1

Top Tweeters in G7:
@nneusj
@carolmaewy
@nytimes
@joylladiebnx
@ohiomary
@danwibg
@anniesage
@sincerely_steff
@jimw81
@99999sv

Top Tweeters in G8:
@itvnews
@utv
@1957eddie
@emmajanesas
@thismorning
@utvnews
@mindcharity
@pndandme
@mrsgifletcher
@perthandkinross

Top Tweeters in G9:
@tenji95
@__bhb__
@corettascottkey
@sweetpb
@bonafidejr
@god_sgift_
@wissportsfan
@byhisgrace64
@lesizmorekc
@saitonne

Top Tweeters in G10:
@the_news_diva
@solutioneer72
@doodlebug0
@givemepie360
@penndragonart
@betzmyboyblue11
@jcr914
@kskm3
@skookerg
@rickiadoroiv