Maternal health, Twitter, 5/6/2019 12:54:14 PM, 195783


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Maternal health_2019-05-06_03-29-32.xlsx
Maternal health_2019-05-06_03-29-32.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 06, 2019
Short Description:
Maternal health via NodeXL http://bit.ly/2H0SjFr
@chrissyteigen
@repunderwood
@unfpa
@constidon
@ppdkenya
@neel_shah
@iamukasa
@greysfanatic2
@nembotavy_0101
@repbarbaralee

Top hashtags:
#postpartumdepression
#maternalmhmatters
#maternalmentalhealth
#mmhweek2019

Description:
Description
The graph represents a network of 5,256 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, 06 May 2019 at 10:31 UTC.

The requested start date was Monday, 06 May 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, 2-hour, 26-minute period from Wednesday, 01 May 2019 at 21:28 UTC to Sunday, 05 May 2019 at 23:55 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 5256
Unique Edges : 6639
Edges With Duplicates : 1005
Total Edges : 7644
Number of Edge Types : 3
Mentions : 6463
Tweet : 1029
Replies to : 152
Self-Loops : 1029
Reciprocated Vertex Pair Ratio : 0.0301817575454394
Reciprocated Edge Ratio : 0.0585950145678213
Connected Components : 802
Single-Vertex Connected Components : 409
Maximum Vertices in a Connected Component : 3112
Maximum Edges in a Connected Component : 5209
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 6.705036
Graph Density : 0.000223676226309074
Modularity : 0.785137
NodeXL Version : 1.0.1.412

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[77] https://www.breitbart.com/politics/2019/05/01/warren-prejudice-the-reason-black-women-have-worse-maternal-health-outcomes/
[35] https://www.unfpa.org/resources/indigenous-womens-maternal-health-and-maternal-mortality
[24] https://www.theguardian.com/commentisfree/2019/may/02/pregnant-black-racial-disparities-maternal-health?CMP=share_btn_tw
[22] https://www.americanprogress.org/issues/women/reports/2019/05/02/469186/eliminating-racial-disparities-maternal-infant-mortality/
[15] https://www.thebluedotproject.org/whataremmhdisorders
[14] https://www.theguardian.com/commentisfree/2019/may/02/pregnant-black-racial-disparities-maternal-health
[13] https://www.mathematica-mpr.com/news/new-study-uncovers-the-heavy-financial-toll-of-untreated-maternal-mental-health-conditions
[12] https://calbudgetcenter.org/blog/strategies-to-improve-maternal-mental-health-in-california/
[11] https://donate.unicefusa.org/page/s/thank-midwives
[10] https://www.independent.co.uk/life-style/health-and-families/postpartum-psychosis-mother-childbirth-mental-health-illness-symptoms-maternal-a8897856.html

Top URLs in Tweet in G1:
[4] https://faithhealthandhome.com/chrissy-teigen-maternal-mental-health-initiative/
[4] https://www.mywishformoms.org/
[3] https://www.today.com/video/chrissy-teigen-on-raising-awareness-for-maternal-mental-health-58699333651
[3] https://www.sheknows.com/parenting/articles/2036458/chrissy-teigen-maternal-mental-health-campaign/?utm_source=twitter&utm_medium=social&utm_campaign=editorial&utm_content=2285904315
[1] https://www.thebluedotproject.org/
[1] https://bit.ly/2Vc9Vry
[1] https://www.sheknows.com/parenting/articles/2036458/chrissy-teigen-maternal-mental-health-campaign/
[1] https://pennwatch.org/chrissy-teigen-leads-mywishformoms-to-raise-awareness-about-maternal-mental-health/
[1] http://www.postpartum.net
[1] https://www.pittsburghmagazine.com/Best-of-the-Burgh-Blogs/The-412/May-2019/Chrissy-Teigen-Partners-with-AHN-on-Maternal-Mental-Health/#.XMy2ljUQEQE.twitter

Top URLs in Tweet in G2:
[17] https://www.americanprogress.org/issues/women/reports/2019/05/02/469186/eliminating-racial-disparities-maternal-infant-mortality/
[6] https://annualmeeting.acog.org/news/maternal-health-crisis-in-u-s-requires-tackling-care-disparities-related-to-race/?utm_source=acog-enews&utm_medium=email&utm_campaign=ACOG-2019-Issue-3&utm_content=button
[4] http://www.ihi.org/communities/blogs/how-the-maternal-health-system-is-failing
[4] https://www.americanprogress.org/?p=469186
[2] https://blackmamasmatter.org/wp-content/uploads/2018/12/BMMA-PolicyAgenda-Digital.pdf
[2] https://www.childtrends.org/policies-that-dismantle-racism-sexism-health-care-may-reduce-black-infant-and-maternal-mortality
[2] http://ow.ly/L2bo30olhyz
[2] https://www.health.harvard.edu/blog/a-soaring-maternal-mortality-rate-what-does-it-mean-for-you-2018101614914?utm_content=buffer33372&utm_medium=social&utm_source=twitter&utm_campaign=buffer
[2] http://www.nationalpartnership.org/our-work/health/federal-legislation-to-improve-maternal-health.html
[2] https://rewire.news/article/2018/04/11/maternal-health-replace-race-with-racism/

Top URLs in Tweet in G3:
[11] https://donate.unicefusa.org/page/s/thank-midwives
[9] https://www.theguardian.com/commentisfree/2019/may/02/pregnant-black-racial-disparities-maternal-health
[8] https://www.breitbart.com/politics/2019/05/01/warren-prejudice-the-reason-black-women-have-worse-maternal-health-outcomes/
[7] https://www.globalcitizen.org/en/content/women-deliver-hp-maternal-health/
[5] https://www.theguardian.com/commentisfree/2019/may/02/pregnant-black-racial-disparities-maternal-health?CMP=share_btn_tw
[5] https://epi.org.uk/publications-and-research/maternal-mental-health/
[4] https://www.mathematica-mpr.com/news/new-study-uncovers-the-heavy-financial-toll-of-untreated-maternal-mental-health-conditions
[4] https://www.theguardian.com/commentisfree/2019/may/02/pregnant-black-racial-disparities-maternal-health?CMP=Share_iOSApp_Other
[3] https://www.thebluedotproject.org/whataremmhdisorders
[3] https://www.essence.com/feature/sen-elizabeth-warren-black-women-mortality-essence/

Top URLs in Tweet in G4:
[7] http://secretlife.me.uk/maternal-mental-health/
[5] https://maternalmentalhealthscotland.org.uk/news/maternal-mental-health-scotland-annual-conference-13-may-2019-glasgow-how-to-book-a-place
[5] https://www.independent.co.uk/life-style/health-and-families/postpartum-psychosis-mother-childbirth-mental-health-illness-symptoms-maternal-a8897856.html
[3] https://epi.org.uk/publications-and-research/maternal-mental-health/
[2] https://nyti.ms/2DF3geN
[2] https://www.todaysparent.com/family/womens-health/why-isnt-anyone-talking-about-maternal-suicide/?hootPostID=8160c58610023cb0128b9a7ebb80b837
[2] https://twitter.com/footstepscandc/status/1122854765698928640?s=21
[2] https://youtu.be/hhCeMZX3ghM
[2] https://www.gmmh.nhs.uk/news/uk-maternal-mental-health-matters-awareness-week--2781
[2] http://bit.ly/SSM18

Top URLs in Tweet in G5:
[12] https://calbudgetcenter.org/blog/strategies-to-improve-maternal-mental-health-in-california/
[10] https://www.thebluedotproject.org/whataremmhdisorders
[5] https://www.mathematica-mpr.com/news/new-study-uncovers-the-heavy-financial-toll-of-untreated-maternal-mental-health-conditions
[4] http://wmmhday.postpartum.net
[3] http://www.prweb.com/releases/2019/05/prweb16277780.htm
[2] http://alliancehei.org/news/?rkey=20190501UN35705&filter=9142#.XMujhPBoSE0.twitter
[2] https://ir.shareaholic.com/e?a=1&u=https://www.insidernj.com/press-release/governor-murphy-signs-legislation-establish-maternal-mortality-review-committee/%3Futm_campaign%3Dshareaholic%26utm_medium%3Dtwitter%26utm_source%3Dsocialnetwork&r=1
[2] https://www.change.org/p/world-maternal-mental-health-day?recruiter=17433226&utm_campaign=signature_receipt&utm_medium=facebook&utm_source=share_petition
[2] https://blogs.psychcentral.com/savvy-shrink/2019/05/4-things-you-need-to-know-about-maternal-mental-health/
[1] https://mailchi.mp/2a3ad4570b44/postpartum-wellness-793341

Top URLs in Tweet in G6:
[2] https://www.theguardian.com/commentisfree/2019/may/02/pregnant-black-racial-disparities-maternal-health?CMP=share_btn_tw
[1] https://www.theguardian.com/commentisfree/2019/may/02/pregnant-black-racial-disparities-maternal-health
[1] https://twitter.com/BirthingJustice/status/1032293757910179840

Top URLs in Tweet in G7:
[62] https://www.breitbart.com/politics/2019/05/01/warren-prejudice-the-reason-black-women-have-worse-maternal-health-outcomes/
[2] https://www.mindrglobal.com/blog/2018/5/2/out-of-the-shadows-shining-a-light-on-maternal-mental-health
[1] https://www.breakbarriers.org/maternal-health-rights/
[1] https://www.mhtf.org/2019/05/02/maternal-health-visionary-spotlight-theresa-shaver-white-ribbon-alliance-founder-reminds-us-to-stay-bold-together-to-end-maternal-and-neonatal-mortality/
[1] https://www.mindrglobal.com/blog/2019/5/3/observing-maternal-mental-health-month-this-may
[1] https://philanthropywomen.org/events/women-moving-millions-every-mother-counts-unite-for-maternal-health/
[1] https://www.instagram.com/p/BxAmVRLB1m2/?utm_source=ig_twitter_share&igshid=1nnuqdqent4uq
[1] https://gab.com/Moosemyfrnds1/posts/56024931
[1] https://www.instagram.com/p/Bw_pHSvgjXI/?igshid=5j89c13q643h
[1] https://www.instagram.com/p/Bw-6X9DB-XD/?utm_source=ig_twitter_share&igshid=7i1hd5ainoi6

Top URLs in Tweet in G8:
[33] https://www.unfpa.org/resources/indigenous-womens-maternal-health-and-maternal-mortality
[2] https://www.facebook.com/29866144477/posts/10158530323364478/
[1] http://www.healthdata.org/news-release/us-one-only-eight-countries-where-child-and-adolescent-health-improved-maternal?utm_source=IHME+Updates&utm_campaign=2d18b56ee4-Weekly_Email_Apr_18_2019_COPY_01&utm_medium=email&utm_term=0_1790fa6746-2d18b56ee4-422278505
[1] https://twitter.com/UNFPA/status/1123368907056787457

Top URLs in Tweet in G9:
[2] https://www.usaid.gov/what-we-do/global-health/maternal-and-child-health/technical-areas/maternal-health
[1] https://www.usaid.gov/what-we-do/global-health/maternal-and-child-health/priority-countries
[1] https://www.usaid.gov/what-we-do/global-health/maternal-and-child-health/technical-areas/water-sanitation-hygiene-wash
[1] https://www.jsi.com/JSIInternet/Newsroom/newsitem/display.cfm?a=1&id=2432
[1] https://www.mcsprogram.org/resource/maternal-child-survival-program-equity-toolkit
[1] http://news.trust.org//item/20151018141351-qvx5s/
[1] https://twitter.com/fcdckenya/status/1124629705087438849
[1] https://twitter.com/asmali77/status/1123229965582053377
[1] https://www.abtassociates.com/sites/default/files/2019-04/Project
[1] Brief_April2019.pdf

Top URLs in Tweet in G10:
[4] https://www.arosetintedworld.co.uk/maternal-mental-health-and-me/
[3] https://www.rcot.co.uk/news/rcot-developing-perinatal-mental-health-training
[3] https://www.youtube.com/watch?feature=youtu.be&v=NUD_ie0Dh2c&app=desktop
[1] https://www.instagram.com/p/Bw_1DdlnkDL/?utm_source=ig_twitter_share&igshid=12alqwvgetpl9
[1] https://www.mindmate.org.uk/im-a-parent-or-carer/are-you-a-young-parent-or-a-parent-to-be/
[1] https://www.leedsccg.nhs.uk/news/local-mum-shares-her-experience-of-postnatal-depression/
[1] http://www.vivup.co.uk/?utm_source=facebook&utm_medium=social&utm_campaign=may&utm_term=mentalhealth&utm_content=maternalmentalhealthweek
[1] https://twitter.com/somparnhs/status/1124331562638684160
[1] https://www.activfirst.co.uk/tips-for-working-parents/
[1] https://library.tavistockandportman.ac.uk/maternal-mental-health-week/

Top Domains
Top Domains in Tweet in Entire Graph:
[129] twitter.com
[91] instagram.com
[79] breitbart.com
[63] theguardian.com
[57] co.uk
[37] facebook.com
[35] unfpa.org
[27] americanprogress.org
[26] org.uk
[24] bit.ly

Top Domains in Tweet in G1:
[5] mywishformoms.org
[4] sheknows.com
[4] faithhealthandhome.com
[3] today.com
[3] twitter.com
[1] thebluedotproject.org
[1] bit.ly
[1] pennwatch.org
[1] postpartum.net
[1] pittsburghmagazine.com

Top Domains in Tweet in G2:
[21] americanprogress.org
[7] acog.org
[7] twitter.com
[4] ihi.org
[4] rewire.news
[3] instagram.com
[3] nationalpartnership.org
[3] thebluedotproject.org
[2] facebook.com
[2] blackmamasmatter.org

Top Domains in Tweet in G3:
[47] instagram.com
[25] theguardian.com
[23] twitter.com
[20] co.uk
[19] facebook.com
[11] unicefusa.org
[9] breitbart.com
[7] globalcitizen.org
[7] upflow.co
[6] dlvr.it

Top Domains in Tweet in G4:
[10] org.uk
[9] co.uk
[8] facebook.com
[7] me.uk
[7] twitter.com
[4] instagram.com
[3] maternalmentalhealthalliance.org
[3] nhs.uk
[3] youtu.be
[2] wordpress.com

Top Domains in Tweet in G5:
[12] calbudgetcenter.org
[11] thebluedotproject.org
[10] mathematica-mpr.com
[9] postpartum.net
[6] twitter.com
[3] instagram.com
[3] prweb.com
[2] org.uk
[2] alliancehei.org
[2] vox.com

Top Domains in Tweet in G6:
[3] theguardian.com
[1] twitter.com

Top Domains in Tweet in G7:
[63] breitbart.com
[5] instagram.com
[3] mindrglobal.com
[1] breakbarriers.org
[1] mhtf.org
[1] philanthropywomen.org
[1] gab.com
[1] switalskis.com
[1] dlvr.it

Top Domains in Tweet in G8:
[33] unfpa.org
[2] facebook.com
[1] healthdata.org
[1] twitter.com

Top Domains in Tweet in G9:
[4] usaid.gov
[3] twitter.com
[1] jsi.com
[1] mcsprogram.org
[1] trust.org
[1] abtassociates.com

Top Domains in Tweet in G10:
[9] co.uk
[3] youtube.com
[1] instagram.com
[1] org.uk
[1] nhs.uk
[1] twitter.com
[1] ac.uk

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[543] postpartumdepression
[240] maternalmhmatters
[114] maternalmentalhealth
[105] mmhweek2019
[80] maternalmentalhealthweek2019
[75] maternalmentalhealthweek
[64] mentalhealth
[50] maternalhealth
[49] midwives
[48] repost



Top Hashtags in Tweet in G1:
[519] postpartumdepression
[9] mywishformoms
[4] dialogue
[2] mentalhealth
[2] mentalhealthmonth
[2] health
[1] maternalmentalhealthawarenessweek
[1] acog19
[1] womenshealthmonth
[1] winningasamummy

Top Hashtags in Tweet in G2:
[46] mommaact
[32] acog19
[16] blackmamasmatter
[14] maternalinfanthealth
[13] breastfeeding
[7] maternalmortality
[6] atlanticpulse
[6] maternalmentalhealth
[6] sb464
[5] mmhweek2019

Top Hashtags in Tweet in G3:
[13] maternalmhmatters
[12] maternalmentalhealthweek2019
[11] dayofthemidwife
[8] makingovermotherhood
[8] maternalhealth
[8] mumsmatter
[7] mmhweek2019
[7] maternalmentalhealthweek
[5] healthcare
[5] health

Top Hashtags in Tweet in G4:
[74] maternalmhmatters
[35] maternalmentalhealthweek
[32] winningasamummy
[30] maternalmentalhealthweek2019
[30] shoutieselfie
[29] maternalmentalhealth
[26] pnd
[21] mumsmatter
[21] mentalhealth
[17] ptsd

Top Hashtags in Tweet in G5:
[60] mmhweek2019
[33] maternalmentalhealth
[16] maternalmhmatters
[14] makingovermotherhood
[12] maternalmentalhealthday
[11] maternalhealth
[9] dyk
[8] caleg
[6] postpartumdepression
[6] postnataldepression

Top Hashtags in Tweet in G6:
[2] blackmamasmatter
[1] maternalinfanthealth

Top Hashtags in Tweet in G7:
[12] midwives
[10] warmchain
[2] maternalhealth
[2] breastfeeding
[2] safemotherhoodrunmy
[2] idontmind
[2] nutjob
[1] maternalmentalhealthweek
[1] idm2019
[1] genderequality

Top Hashtags in Tweet in G8:
[9] iran
[9] mdg5
[9] maternalmortality
[4] idm2019
[3] icpd
[2] midwivessavelives
[2] didyouknow
[2] weareindigenous
[2] unpfii
[2] zero

Top Hashtags in Tweet in G9:
[19] midwives
[10] handhygiene
[10] infectionprevention
[7] maternalhealth
[6] ethiopia
[5] idm2019
[3] healthequity
[3] acnm
[2] maternal
[2] child

Top Hashtags in Tweet in G10:
[23] maternalmhmatters
[8] maternalmentalhealth
[7] maternalmentalhealthweek2019
[6] maternalmentalhealthweek
[6] breakthestigma
[5] mentalhealth
[4] cntower
[3] mmhweek2019
[3] mentalhealthawarenessmonth
[2] postnataldepression

Top Words
Top Words in Tweet in Entire Graph:
[3696] Words in Sentiment List#1: Positive
[3311] Words in Sentiment List#2: Negative
[2] Words in Sentiment List#3: Angry/Violent
[121063] Non-categorized Words
[128070] Total Words
[4590] health
[4105] maternal
[2504] mental
[1776] s
[877] women

Top Words in Tweet in G1:
[1038] s
[544] health
[543] maternal
[541] mental
[532] chrissyteigen
[524] help
[520] post
[519] moms
[519] month
[519] going

Top Words in Tweet in G2:
[504] maternal
[501] health
[269] disparities
[265] mortality
[252] infant
[232] repunderwood
[225] racial
[199] eliminating
[192] doulas
[191] grow

Top Words in Tweet in G3:
[444] health
[396] maternal
[209] mental
[95] week
[79] s
[72] women
[69] black
[49] day
[47] awareness
[46] mortality

Top Words in Tweet in G4:
[416] mental
[390] health
[370] maternal
[236] week
[138] awareness
[109] today
[85] psychosis
[82] help
[80] postpartum
[74] #maternalmhmatters

Top Words in Tweet in G5:
[253] maternal
[248] health
[229] mental
[77] day
[60] #mmhweek2019
[55] disorders
[54] women
[53] week
[52] depression
[50] awareness

Top Words in Tweet in G6:
[130] health
[127] black
[123] women
[121] structural
[120] repbarbaralee
[120] infants
[120] deserve
[120] care
[120] system
[120] free

Top Words in Tweet in G7:
[104] health
[100] maternal
[97] black
[76] women
[69] warren
[68] reason
[60] worse
[57] breitbartnews
[49] prejudice
[31] ðÿ

Top Words in Tweet in G8:
[86] maternal
[79] health
[49] unfpa
[40] here
[40] women
[34] indigenous
[32] inequalities
[32] end
[32] facts
[31] #weareindi

Top Words in Tweet in G9:
[63] mandera
[55] health
[28] maternal
[27] facility
[26] invested
[26] serves
[26] neighbors
[26] ethiopia
[26] somalia
[26] spirit

Top Words in Tweet in G10:
[142] mental
[130] maternal
[116] health
[95] week
[82] awareness
[38] t
[34] matters
[30] uk
[27] pleased
[27] announce

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2317] mental,health
[2154] maternal,mental
[788] maternal,health
[652] health,month
[645] s,maternal
[536] going,through
[535] month,s
[535] help,moms
[534] s,help
[534] moms,going

Top Word Pairs in Tweet in G1:
[541] mental,health
[540] maternal,mental
[519] s,maternal
[519] health,month
[519] going,through
[518] month,s
[518] s,help
[518] help,moms
[518] moms,going
[518] through,#postpartumdepression

Top Word Pairs in Tweet in G2:
[223] maternal,infant
[214] disparities,maternal
[213] racial,disparities
[212] infant,mortality
[198] eliminating,racial
[191] mortality,grow
[191] grow,diverse
[191] diverse,health
[191] health,teams
[191] teams,integrate

Top Word Pairs in Tweet in G3:
[200] mental,health
[182] maternal,mental
[96] maternal,health
[44] health,week
[36] maternal,mortality
[32] health,awareness
[28] awareness,week
[27] black,women
[23] maternal,child
[21] ã,ã

Top Word Pairs in Tweet in G4:
[375] mental,health
[334] maternal,mental
[114] awareness,week
[97] health,awareness
[84] health,week
[75] postpartum,psychosis
[39] well,happened
[39] happened,story
[39] story,covered
[39] covered,today

Top Word Pairs in Tweet in G5:
[220] mental,health
[196] maternal,mental
[38] health,day
[30] health,month
[29] postpartum,depression
[29] health,awareness
[28] world,maternal
[25] 1,5
[25] 5,women
[25] health,disorders

Top Word Pairs in Tweet in G6:
[122] black,women
[120] women,infants
[120] infants,deserve
[120] deserve,health
[120] health,care
[120] care,system
[120] system,free
[120] free,structural
[120] structural,racism
[120] racism,implicit

Top Word Pairs in Tweet in G7:
[71] maternal,health
[68] reason,black
[67] black,women
[60] women,worse
[60] worse,maternal
[47] warren,prejudice
[47] prejudice,reason
[30] ðÿ,ðÿ
[29] mental,health
[27] health,breitbartnews

Top Word Pairs in Tweet in G8:
[51] maternal,health
[34] indigenous,women
[32] inequalities,maternal
[32] health,indigenous
[32] women,end
[32] end,facts
[32] facts,here
[31] unfpa,inequalities
[31] here,#weareindi
[12] child,adolescent

Top Word Pairs in Tweet in G9:
[27] health,facility
[26] mandera,invested
[26] invested,health
[26] facility,serves
[26] serves,mandera
[26] mandera,neighbors
[26] neighbors,ethiopia
[26] ethiopia,somalia
[26] somalia,spirit
[25] fcdckenya,mandera

Top Word Pairs in Tweet in G10:
[126] maternal,mental
[115] mental,health
[61] awareness,week
[35] health,awareness
[34] health,matters
[30] uk,maternal
[29] matters,awareness
[27] pleased,announce
[27] announce,uk
[27] week,rcot

Top Replied-To
Top Replied-To in Entire Graph:
@bootsrnecessary
@chrissyteigen
@anon69483286
@aj_indiana
@ladyinwaiting25
@rseegers001
@pria_india
@bbhuttozardari
@godfrey_isaacs
@ewarren

Top Replied-To in G1:
@chrissyteigen
@hholloway2010
@samanthacampos5
@karalynwest

Top Replied-To in G2:
@neel_shah
@acog
@astuebe
@floresne
@repunderwood
@mclemoremr
@nicubatman

Top Replied-To in G3:
@orangecaref
@mpftwellbeing

Top Replied-To in G4:
@mimmjp
@mummytiger1
@fnp_scotland
@chrissyteigen
@teachmama
@drsdeg
@mybitbaby
@helppnd
@pmhpuk
@drlauragp

Top Replied-To in G5:
@cywsanfrancisco
@merckformothers
@mayoclinic
@propublica
@mommasvoices
@andrea_schneid

Top Replied-To in G7:
@nevadajack2

Top Replied-To in G8:
@lovemafrica
@unfpardc

Top Mentioned
Top Mentioned in Entire Graph:
@chrissyteigen
@repunderwood
@repbarbaralee
@kreasechan
@heronjess
@akotheekenya
@amprog
@breitbartnews
@estherpassaris
@neel_shah

Top Mentioned in G1:
@chrissyteigen
@todayshow
@sheknows
@floraposteraro
@postpartumhelp
@mothertobaby
@isabella_and_us
@pennwatch
@alleghenyhealth
@repunderwood

Top Mentioned in G2:
@repunderwood
@amprog
@neel_shah
@reprobinkelly
@senatordurbin
@4kira4moms
@timoriamcqueen
@jenniejoseph
@ancientsong7
@astuebe

Top Mentioned in G3:
@booberrit
@peezlered
@repthierry146
@elliehutch_
@rccagayandeoro
@pairsonnalitesn
@pairsonnalitese

Top Mentioned in G4:
@heronjess
@pmhpuk
@actiononpp
@sophie_m_wood
@trudisene1
@drgilesbrum
@isabella_and_us
@5_news
@rtr_pmh
@pndandme

Top Mentioned in G5:
@thebluedotprj
@postpartumhelp
@calbudgetcenter
@ramosyamamoto
@mathematicanow
@chcfnews
@sagebiotech
@latchmd
@ppstresscenter
@mindcharity

Top Mentioned in G6:
@repbarbaralee
@repunderwood
@repadams
@tracypac
@amprog
@deoliver47

Top Mentioned in G7:
@breitbartnews
@drshayphd
@wabasecretariat
@switalskis
@nevadajack2
@dumanskistacey
@smaulberger
@777francejacque
@daisy_hove
@babymed_ke

Top Mentioned in G8:
@unfpa
@unfpaken
@unfpatanzania
@unfpa_iran
@h_s_global
@atayeshe
@unfpaghana
@unfpa_esaro
@julittaonabanjo
@olajidedemola

Top Mentioned in G9:
@fcdckenya
@usaidgh
@usaid
@aliiroba
@sidchat1
@sicilykariuki
@kenyagovernors
@evc7
@reprorights
@govwoparanya

Top Mentioned in G10:
@nhs_healthedeng
@thercot
@nhsleeds
@yorkshirepost
@wearevivup
@somparnhs
@pipstockport
@thecomedytrust
@arosetintdworld
@tourcntower

Top Tweeters
Top Tweeters in Entire Graph:
@pairsonnalites
@commonpatriot
@eaglestarnet
@cloudwanderer3
@cagney1991
@independent
@nilimajumder
@pairsonnalitese
@safaricomplc
@plantflowes

Top Tweeters in G1:
@ami_tvdfan
@semanadrea
@barb_swan
@nitenitemelissa
@michelleking66
@carriweatherwax
@ahab99
@rosemaryquinlin
@blumes15
@todayshow

Top Tweeters in G2:
@plantflowes
@phillip92321
@markburgerenerg
@deemoney521
@thumppooh
@wtf_imtooold
@rachtaughtyou
@canadiensfan
@all100senators
@thecorollary

Top Tweeters in G3:
@pairsonnalites
@eaglestarnet
@pairsonnalitese
@pairsonnalitesn
@cahulaan
@poandpo
@cafenetamerica
@testisfidelis
@mmnewzz
@nigeriacareerj_

Top Tweeters in G4:
@msedollyp
@honestmum
@madresfera
@beckenham
@mizarcle
@hpukparents
@drpetra
@goldringi
@rewire_news
@todaysparent

Top Tweeters in G5:
@pistach01
@momsrising
@phillydotcom
@grace_durbin
@psychcentral
@voxdotcom
@propublica
@mindcharity
@goldenrule617
@mayoclinic

Top Tweeters in G6:
@cagney1991
@yayayarndiva
@emccoy_writer
@angryblacklady
@leoluminary
@usernameblank24
@clayreintucson
@frockyeah
@suepersists
@jagne_r

Top Tweeters in G7:
@commonpatriot
@grannygethealth
@calling12001
@trusselise
@tweetwen115
@wakeupcanada1
@nembotavy_0101
@firebaughnorman
@wil_johnson1
@bentonlee1

Top Tweeters in G8:
@xorpex
@shab302611
@sharondagostino
@unfpaasia
@zadama24
@drsenait
@h_s_global
@constidon
@unfpa
@rfrsarmiento

Top Tweeters in G9:
@billow_jr
@alexmounde
@unhabitatyouth
@asmali77
@worldbank
@finding_naema
@yegonemmanuel_
@usaidgh
@kccaug
@sadamgooner

Top Tweeters in G10:
@sincerelyessie
@femalebloggerrt
@ukbloggers1
@yorkshirepost
@bblogrt
@lovingblogs
@jules_john
@bloglove2018
@allthoseblogs
@garforthtoday


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