Maternal health, Twitter, 11/21/2019 9:15:25 PM, 216966


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Maternal health_2019-11-21_12-53-25.xlsx
Maternal health_2019-11-21_12-53-25.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 21, 2019
Short Description:
Maternal health via NodeXL http://bit.ly/2rg21iK
@thetnholler
@unfpa
@bmhcaucus
@jkazadi
@johnthomasjgt
@energycommerce
@usaid
@khnews
@monitor_ph
@billgates

Top hashtags:
#mtnmarathon
#icpd25
#nairobisummit
#maternalhealth
#eritrea
#kenya
#worldprematurityday

Description:
Description
The graph represents a network of 4,990 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 Thursday, 21 November 2019 at 20:54 UTC.

The requested start date was Tuesday, 19 November 2019 at 01:01 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 5-day, 23-hour, 13-minute period from Wednesday, 13 November 2019 at 01:45 UTC to Tuesday, 19 November 2019 at 00:59 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 : 4990
Unique Edges : 6583
Edges With Duplicates : 1267
Total Edges : 7850
Number of Edge Types : 3
Tweet : 760
Mentions : 6878
Replies to : 212
Self-Loops : 760
Reciprocated Vertex Pair Ratio : 0.0287873914441943
Reciprocated Edge Ratio : 0.0559637329998437
Connected Components : 646
Single-Vertex Connected Components : 290
Maximum Vertices in a Connected Component : 3054
Maximum Edges in a Connected Component : 5651
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 7.391008
Graph Density : 0.000256958093376571
Modularity : 0.783975
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 4,990 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 Thursday, 21 November 2019 at 20:54 UTC.

The requested start date was Tuesday, 19 November 2019 at 01:01 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 5-day, 23-hour, 13-minute period from Wednesday, 13 November 2019 at 01:45 UTC to Tuesday, 19 November 2019 at 00:59 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 : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[70] https://khn.org/news/medicaid-tweak-might-offer-means-to-improve-u-s-maternal-health/
[18] http://www.nationalpartnership.org/our-work/resources/repro/maternal-health-and-abortion.pdf
[16] https://time.com/5708751/big-data-maternal-health/
[15] https://energycommerce.house.gov/committee-activity/markups/markup-of-hr-2339-hr-4995-hr-4996-and-hr-2387-subcommittee-on-health
[11] https://www.vice.com/en_us/article/vb5k3a/postpartum-medicaid-coverage-60-days-extending-it-could-help-improve-us-maternal-mortality-rates
[11] https://medcitynews.com/2019/11/medicaid-tweak-might-offer-means-to-improve-u-s-maternal-health/
[10] https://twitter.com/mtnug/status/1194625132553097217
[10] https://www.usaid.gov/global-health/health-areas/maternal-and-child-health/technical-areas/newborn-health
[10] https://p2a.co/1VwOctJ
[10] https://ir.shareaholic.com/e?a=1&u=https://www.skepticalraptor.com/skepticalraptorblog.php/maternal-flu-vaccine-protects-health-mother-baby/%3Futm_campaign%3Dshareaholic%26utm_medium%3Dtwitter%26utm_source%3Dsocialnetwork&r=1

Top URLs in Tweet in G1:
[14] https://energycommerce.house.gov/committee-activity/markups/markup-of-hr-2339-hr-4995-hr-4996-and-hr-2387-subcommittee-on-health
[5] https://www.vindy.com/opinion/letters-to-the-editor/2019/11/maternal-mental-health-important/
[5] https://www.chicagotribune.com/sns-tns-bc-med-medicaid-pregnancy-20191114-story.html
[2] https://www.swaay.com/breastfeeding-and-maternal-mental-health
[2] https://www.prnewswire.com/news-releases/march-of-dimes-2019-report-card-shines-spotlight-on-the-us-maternal-and-infant-health-crisis-300950043.html
[2] https://khn.org/news/medicaid-tweak-might-offer-means-to-improve-u-s-maternal-health/
[2] https://www.warren.senate.gov/imo/media/doc/2019.11.12%20Letter%20to%20HHS%20and%20CMS%20re%20Maternal%20Mortality%20APMs.pdf
[2] https://twitter.com/MySMFM/status/1194631705572720643
[2] https://twitter.com/DoctorChrys/status/1194338988695465985
[1] https://www.c-span.org/video/?c4830315/user-clip-rep-lawrence-reproductive-health-hearing

Top URLs in Tweet in G2:
[3] https://www.kbc.co.ke/first-lady-commended-for-role-in-promotion-of-maternal-and-child-health/
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5155114/
[1] https://www.path.org/programs/maternal-newborn-child-health-and-nutrition/strengthening-human-milk-banking-resource-toolkit/
[1] http://www.president.go.ke/2019/11/13/first-lady-commended-for-frontline-role-in-promotion-of-maternal-and-child-health/
[1] https://www.devex.com/news/opinion-from-resolution-to-revolution-in-health-care-95977
[1] https://www.thelancet.com/series/maternal-health-2016?utm_campaign=ICPD19&utm_source=twitter&utm_medium=social
[1] https://www.thelancet.com/series/maternal-survival?utm_campaign=ICPD19&utm_source=twitter&utm_medium=social
[1] https://twitter.com/wanjaah/status/1195259318444199936
[1] http://www.ipsnews.net/2019/11/empower-young-people-sustain-planet-let-peace-prosperity-thrive/
[1] https://twitter.com/cartercenter/status/1194270636857790464

Top URLs in Tweet in G3:
[9] https://khn.org/news/medicaid-tweak-might-offer-means-to-improve-u-s-maternal-health/
[7] https://medcitynews.com/2019/11/medicaid-tweak-might-offer-means-to-improve-u-s-maternal-health/
[4] https://sokodirectory.com/2019/11/cervical-cancer-deaths-could-hit-500000-by-2040/
[3] https://time.com/5708751/big-data-maternal-health/
[3] https://sokodirectory.com/2019/11/kenya-surpasses-its-contraceptive-use-target-family-planning-report/
[3] https://bit.ly/30Vjz0g
[3] https://www.youtube.com/watch?v=8hP3n0T09tQ&feature=youtu.be

[2] https://www.cnn.com/videos/health/2018/10/22/giving-birth-maternal-care-california-orig.cnn
[2] https://www.politico.com/newsletters/politico-pulse/2019/11/13/house-panel-takes-up-tobacco-maternal-health-bills-782286
[2] https://health.wusf.usf.edu/post/medicaid-tweak-might-offer-means-improve-us-maternal-health#stream/0

Top URLs in Tweet in G4:
[1] https://twitter.com/csexton25/status/1195404763363340288

Top URLs in Tweet in G5:
[5] https://twitter.com/chrislongview/status/1194963176019955712
[1] https://www.nytimes.com/aponline/2019/11/18/us/politics/ap-us-election-2020-harris-south-carolina.html
[1] https://twitter.com/rgay/status/1171435949248507906
[1] https://twitter.com/ewarren/status/1194753007159828480
[1] https://medium.com/@teamwarren

Top URLs in Tweet in G6:
[6] https://www.who.int/maternal-health/why-we-need-to-talk-about-losing-a-baby
[3] https://www.unfpa.org/admin-resource/getting-zero-good-practices-synthesis-unfpa-country-programme-evaluations
[2] https://www.devdiscourse.com/article/health/742690-the-cost-to-stop-women-dying-in-childbirth-by-2030-46-military-aircrafts
[1] http://www.jnj.com/our-giving/born-on-time
[1] https://twitter.com/NLatUN/status/1194351136951668736
[1] https://www.france24.com/en/20191114-donors-promise-10bn-for-women-s-health-at-kenya-summit
[1] https://www.facebook.com/notes/canadas-international-development-global-affairs-canada/the-multiplier-effect-of-maternal-and-newborn-health-care/2248267378559306/
[1] https://bornontime.org/
[1] https://www.telegraph.co.uk/global-health/women-and-girls/family-planning-agenda-deciding-future-millions-girls/
[1] https://www.frontlinehealthworkers.org/blog/improving-primary-care-championing-our-primary-resource-health-worker

Top URLs in Tweet in G7:
[18] http://www.nationalpartnership.org/our-work/resources/repro/maternal-health-and-abortion.pdf
[4] https://khn.org/news/medicaid-tweak-might-offer-means-to-improve-u-s-maternal-health/
[3] https://ad.doubleclick.net/ddm/clk/428032381;230253339;w?https://marchofdimes.org/prematurity-awareness-month.aspx?utm_source=twitter&utm_medium=social&utm_campaign=pam_110119?utm_source=&utm_medium=&utm_campaign=&utm_content=&DonationTrackingParam1=
[2] http://newsmomsneed.marchofdimes.org/?p=28861
[1] https://www.marchofdimes.org/mission-stories/celebrity-advocate-council.aspx
[1] https://twitter.com/ElectedWomen/status/1196549939662327809
[1] https://khn.org/news/medicaid-tweak-might-offer-means-to-improve-u-s-maternal-health/?utm_campaign=KHN%3A%20First%20Edition&utm_source=hs_email&utm_medium=email&utm_content=79338097&_hsenc=p2ANqtz-_kW4QHoQHvdFvb4gSy7t937S-lQc-1P4e2-6_yWGIfKuEm9RvzjEoP-b5zZqUUsH2_c-aS3cT6MaR16qgNPq8c0_8c4Q&_hsmi=79338097
[1] http://blackrj.org/wp-content/uploads/2019/11/npioov_issuebrief_abortionmaternity_final.pdf
[1] https://thehill.com/opinion/healthcare/469318-preventing-maternal-mortality-we-have-to-address-the-racism-first
[1] https://www.insidernj.com/press-release/maternal-health-bills-inspired-bookers-mommies-act-passes-house-subcommittee/

Top URLs in Tweet in G8:
[6] https://www.routefifty.com/health-human-services/2019/11/medicaid-tweak-might-offer-means-improve-us-maternal-health/161262/
[6] https://time.com/5708751/big-data-maternal-health/
[5] https://amplify.hpe.com/Article/Redirect/35df9093-dcee-4164-8644-441bc4854886?uc=132602&g=da61a0c3-3a3d-477f-b643-4730480055ad&f=1322883
[3] https://amplify.hpe.com/Article/Redirect/35df9093-dcee-4164-8644-441bc4854886?uc=144929&g=8ff92d77-5151-42d0-811f-326436e38e1f&f=1323080
[3] https://amplify.hpe.com/Article/Redirect/35df9093-dcee-4164-8644-441bc4854886?uc=93612&g=aaeb4b5f-0517-4599-a2ca-687c0a95d5d3&f=1320372
[2] https://californiahealthline.org/news/medicaid-tweak-might-offer-means-to-improve-u-s-maternal-health/
[2] https://www.wfmj.com/story/41328821/ohio-department-of-health-awarded-dollar12-million-to-prevent-maternal-deaths#.Xc8LwhJSfEA.twitter
[2] https://www.ncbi.nlm.nih.gov/pubmed/31728717?dopt=Abstract
[2] https://amplify.hpe.com/Article/Redirect/35df9093-dcee-4164-8644-441bc4854886?uc=5706&g=9d3d4aa0-1f52-4577-8c93-c2852cc856ec&f=1320239
[2] https://amplify.hpe.com/Article/Redirect/35df9093-dcee-4164-8644-441bc4854886?uc=133225&g=551e34c5-0e8b-404a-bcba-4a03e5371c61&f=1320584

Top URLs in Tweet in G9:
[5] http://www.healthdata.org/policy-report/making-world-healthier-place-mothers-trends-and-opportunities-action-maternal-health
[2] http://reports.devex.com/beyond-recognition
[2] https://maternalhealthatlas.org/
[1] https://www.balloon-juice.com/2019/11/14/medicaid-for-moms/
[1] https://www.healthaffairs.org/do/10.1377/hblog20190913.387157/full/?cookieSet=1
[1] https://maternalhealthatlas.org/?utm_source=IHME+Updates&utm_campaign=01ec5835e9-Weekly_Email_Nov_14_2019&utm_medium=email&utm_term=0_1790fa6746-01ec5835e9-422491921
[1] https://www.theguardian.com/global-development/2019/nov/13/cost-of-ending-maternal-deaths-laid-bare-as-115bn-funding-shortfall-revealed-nairobi-summit
[1] https://t.co/c7ip2miyhP
[1] https://t.co/xxYk63g4M6
[1] https://globalhealth.duke.edu/events?year=2019&month=11&day=20&event=38745

Top URLs in Tweet in G10:
[10] https://twitter.com/mtnug/status/1194625132553097217
[3] https://twitter.com/mtnug/status/1195703157965369344
[2] http://earthfinds.co.ug/index.php/component/k2/item/2599-mtn-marathon-maternal-health-initiative-gets-shs250m-huawei-support
[2] https://chimpreports.com/stanbic-bank-contributes-shs-250million-for-mtns-maternal-health-marathon/
[2] https://www.secondopinion.co.ug/maternal-health-masaka-embraces-mtn-marathon/
[1] https://www.facebook.com/1590235839/posts/10214902620830940/
[1] https://thebrinknews.com/mtn-marathon-set-to-happen-in-west-nile-this-weekend/
[1] https://newslibre.com/news/huawei-gives-250000000-shillings-to-maternal-health-care-in-uganda-as-partners-of-mtn-marathon/
[1] https://twitter.com/mtnug/status/1190882239955034113
[1] https://buff.ly/36sM35c

Top Domains
Top Domains in Tweet in Entire Graph:
[134] twitter.com
[75] khn.org
[27] time.com
[24] hpe.com
[23] vice.com
[20] house.gov
[20] nationalpartnership.org
[14] usaid.gov
[14] medcitynews.com
[13] nih.gov

Top Domains in Tweet in G1:
[17] house.gov
[14] twitter.com
[5] vindy.com
[5] chicagotribune.com
[4] youtube.com
[3] senate.gov
[3] dcmaternalhealth.com
[2] swaay.com
[2] prnewswire.com
[2] gwu.edu

Top Domains in Tweet in G2:
[8] twitter.com
[3] co.ke
[2] thelancet.com
[2] ipsnews.net
[1] nih.gov
[1] path.org
[1] go.ke
[1] devex.com
[1] femmehub.com
[1] time.com

Top Domains in Tweet in G3:
[26] twitter.com
[11] khn.org
[9] medcitynews.com
[8] dlvr.it
[7] time.com
[7] sokodirectory.com
[7] nih.gov
[5] linkedin.com
[5] hpe.com
[4] bit.ly

Top Domains in Tweet in G4:
[1] twitter.com

Top Domains in Tweet in G5:
[7] twitter.com
[1] nytimes.com
[1] medium.com

Top Domains in Tweet in G6:
[7] who.int
[4] unfpa.org
[2] devdiscourse.com
[1] jnj.com
[1] twitter.com
[1] france24.com
[1] facebook.com
[1] bornontime.org
[1] co.uk
[1] frontlinehealthworkers.org

Top Domains in Tweet in G7:
[19] nationalpartnership.org
[5] twitter.com
[5] khn.org
[3] marchofdimes.org
[3] doubleclick.net
[2] rewire.news
[1] blackrj.org
[1] thehill.com
[1] insidernj.com
[1] cnn.com

Top Domains in Tweet in G8:
[17] hpe.com
[7] routefifty.com
[7] time.com
[2] californiahealthline.org
[2] wfmj.com
[2] nih.gov
[2] house.gov
[1] ideasforindia.in
[1] afro.com
[1] dlvr.it

Top Domains in Tweet in G9:
[5] healthdata.org
[5] devex.com
[3] maternalhealthatlas.org
[2] healthaffairs.org
[2] t.co
[2] nih.gov
[1] balloon-juice.com
[1] theguardian.com
[1] duke.edu
[1] harvard.edu

Top Domains in Tweet in G10:
[18] twitter.com
[4] co.ug
[2] chimpreports.com
[1] facebook.com
[1] thebrinknews.com
[1] newslibre.com
[1] buff.ly
[1] edge.ug
[1] google.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[276] mtnmarathon
[199] icpd25
[128] nairobisummit
[84] maternalhealth
[67] eritrea
[62] kenya
[59] worldprematurityday
[57] health
[52] denmark
[49] healthymommies



Top Hashtags in Tweet in G1:
[45] healthymommies
[8] gwpolicyseries
[6] momnibus
[6] dcmaternalhealth
[5] subhealth
[4] maternal
[4] legalizemidwivesma
[4] publichealth
[3] bhmsummit
[3] blackmamasmatter

Top Hashtags in Tweet in G2:
[87] icpd25
[77] nairobisummit
[35] whatwomenwant
[29] maternalhealthjustice
[11] kenyans4icpd
[8] accountability
[6] kenya
[5] southsudan
[5] icpd
[4] eu

Top Hashtags in Tweet in G3:
[7] bigdata
[7] maternalhealth
[7] sokonews
[6] health
[5] pregnancy
[4] healthcare
[4] medicaid
[4] mentalhealth
[4] maternal
[3] ehealth

Top Hashtags in Tweet in G5:
[1] teamwarren
[1] neverwarren

Top Hashtags in Tweet in G6:
[61] icpd25
[51] kenya
[51] denmark
[16] nairobisummit
[12] gettozero
[11] srhr
[10] bornontime
[8] sisters
[6] malnutrition
[6] anemia

Top Hashtags in Tweet in G7:
[22] itsnotfine
[18] worldprematurityday
[16] wpdchat
[8] maternaljustice
[6] prematurityawarenessmonth
[6] maternalmortality
[6] mchtwitter
[6] prenatal
[5] maternalhealth
[3] sixreproglobal

Top Hashtags in Tweet in G8:
[19] bigdata
[7] mothers
[6] health
[6] children
[4] batman
[4] africa
[2] sigmaconv19
[2] maternalhealth
[2] hiring
[2] awareness

Top Hashtags in Tweet in G9:
[30] maternalhealth
[18] nichd
[8] icpd25
[7] givingbirthinnigeria
[7] preemies
[7] pretermlabor
[6] mentalhealth
[5] medicaid
[5] maternitymatters
[5] nairobisummit

Top Hashtags in Tweet in G10:
[273] mtnmarathon
[7] goodtogether
[5] thread
[5] dogood
[5] nbsupdates
[4] wakimbiziff2019
[4] network
[3] mtnmomo
[2] hydrate
[2] dogoodug

Top Words
Top Words in Tweet in Entire Graph:
[4477] Words in Sentiment List#1: Positive
[2559] Words in Sentiment List#2: Negative
[9] Words in Sentiment List#3: Angry/Violent
[118155] Non-categorized Words
[125191] Total Words
[3405] health
[3381] maternal
[817] #1
[811] mortality
[796] women

Top Words in Tweet in G1:
[391] maternal
[375] health
[105] black
[94] women
[94] act
[93] mortality
[84] crisis
[80] energycommerce
[74] s
[72] subcommittee

Top Words in Tweet in G2:
[270] health
[248] maternal
[87] #icpd25
[77] #nairobisummit
[66] child
[65] first
[65] women
[61] lady
[48] newborn
[47] new

Top Words in Tweet in G3:
[329] health
[290] maternal
[69] s
[64] women
[63] child
[56] care
[43] improve
[33] mortality
[32] pregnancy
[31] medicaid

Top Words in Tweet in G4:
[771] #1
[516] bottom
[258] maternal
[257] medical
[257] bankruptcies
[257] rural
[257] hospital
[257] closures
[257] min
[257] wage

Top Words in Tweet in G5:
[303] black
[192] s
[190] harris
[188] woman
[183] 2020
[183] democratic
[183] primary
[183] lone
[183] hold
[183] columbia

Top Words in Tweet in G6:
[138] maternal
[116] health
[95] unfpa
[72] end
[70] deaths
[67] gender
[67] based
[61] #icpd25
[61] thank
[60] violence

Top Words in Tweet in G7:
[191] maternal
[142] women
[104] mortality
[100] black
[92] health
[64] abortion
[60] blackwomensrj
[52] more
[51] 3
[50] marchofdimes

Top Words in Tweet in G8:
[253] health
[113] data
[113] community
[112] better
[112] families
[112] billgates
[111] tools
[111] collecting
[111] sharing
[111] help

Top Words in Tweet in G9:
[102] health
[93] maternal
[45] women
[36] care
[30] #maternalhealth
[28] ihme_uw
[27] s
[23] msdformothers
[22] trends
[22] mortality

Top Words in Tweet in G10:
[307] run
[291] health
[274] maternal
[273] #mtnmarathon
[258] masaka
[215] mtnug
[100] improve
[97] good
[97] running
[75] regional

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1399] maternal,health
[702] maternal,mortality
[295] infant,maternal
[292] maternal,child
[279] black,women
[273] child,health
[261] #1,medical
[261] medical,bankruptcies
[261] bankruptcies,#1
[261] #1,rural

Top Word Pairs in Tweet in G1:
[251] maternal,health
[85] maternal,mortality
[64] health,subcommittee
[59] black,women
[50] improve,maternal
[43] women,america
[43] america,face
[43] face,maternal
[43] mortality,crisis
[43] crisis,s

Top Word Pairs in Tweet in G2:
[98] maternal,health
[61] first,lady
[48] maternal,newborn
[43] child,health
[40] maternal,child
[28] new,zealand
[28] privileged,serve
[28] serve,country
[28] country,shown
[28] shown,leadership

Top Word Pairs in Tweet in G3:
[116] maternal,health
[47] child,health
[44] maternal,child
[30] health,care
[29] u,s
[26] maternal,mortality
[24] s,maternal
[22] medicaid,tweak
[21] mental,health
[21] tweak,offer

Top Word Pairs in Tweet in G4:
[257] #1,medical
[257] medical,bankruptcies
[257] bankruptcies,#1
[257] #1,rural
[257] rural,hospital
[257] hospital,closures
[257] closures,#1
[257] #1,min
[257] min,wage
[257] wage,jobs

Top Word Pairs in Tweet in G5:
[188] black,woman
[183] harris,2020
[183] 2020,democratic
[183] democratic,primary
[183] primary,s
[183] s,lone
[183] lone,black
[183] woman,hold
[183] hold,columbia
[183] columbia,town

Top Word Pairs in Tweet in G6:
[70] maternal,deaths
[66] gender,based
[51] maternal,health
[51] #icpd25,comes
[51] comes,end
[51] end,thank
[51] thank,governments
[51] governments,#kenya
[51] #kenya,#denmark
[51] #denmark,partner

Top Word Pairs in Tweet in G7:
[101] maternal,mortality
[96] black,women
[51] women,3
[42] maternal,infant
[42] infant,health
[36] health,crisis
[34] abortion,restrictions
[30] pregnancy,related
[29] mortality,abortion
[29] more,pregnancy

Top Word Pairs in Tweet in G8:
[111] better,tools
[111] tools,collecting
[111] collecting,sharing
[111] sharing,data
[111] data,help
[111] help,community
[111] community,health
[111] health,workers
[111] workers,protect
[111] protect,families

Top Word Pairs in Tweet in G9:
[34] maternal,health
[19] maternal,mortality
[14] around,world
[14] health,care
[13] improve,health
[11] women,deserve
[11] deserve,healthy
[11] healthy,pregnancy
[11] pregnancy,safe
[11] safe,childbirth

Top Word Pairs in Tweet in G10:
[265] maternal,health
[83] improve,maternal
[51] masaka,run
[51] run,improve
[48] good,morning
[47] improving,maternal
[47] mtnug,good
[44] running,maternal
[43] mtn,masaka
[43] health,#mtnmarathon

Top Replied-To
Top Replied-To in Entire Graph:
@mtnug
@who_europe
@rgay
@wanjirukihusa
@msdformothers
@energycommerce
@marchformoms
@repshalala
@nairobisummit
@stanbicug

Top Replied-To in G1:
@energycommerce
@repshalala
@marchformoms
@oversightdems
@njsaferatios
@doyinspeaks
@mnmidwives
@senwarren
@mayorbowser
@michaelcburgess

Top Replied-To in G2:
@wanjirukihusa
@nairobisummit
@bengderereng
@medicalwomenuk
@tsaoyo
@kelinkenya
@mercykandie

Top Replied-To in G3:
@ispm_zoap

Top Replied-To in G5:
@rgay
@russian_starr
@megkinnardap
@tristanshouts
@zzmama1
@angela_rye
@leecrough

Top Replied-To in G6:
@who_europe
@janegoodallcan
@sallyb12movie
@ashokaiims
@alishadavies1
@unfpa

Top Replied-To in G7:
@espr_ebn
@powertodecide

Top Replied-To in G8:
@statisense

Top Replied-To in G9:
@msdformothers
@nassnigeria
@pass_blue

Top Replied-To in G10:
@mtnug
@stanbicug
@policeug
@huaweimobileug
@saji__alex
@ianz_life

Top Mentioned
Top Mentioned in Entire Graph:
@thetnholler
@mtnug
@jkazadi
@billgates
@unfpa
@abanerjeewho
@khnews
@energycommerce
@usaid
@blackwomensrj

Top Mentioned in G1:
@energycommerce
@reppressley
@repunderwood
@housecommerce
@acogaction
@preeclampsia
@modadvocacy
@reprobinkelly
@mysmfm
@dc_amchp

Top Mentioned in G2:
@statehousekenya
@helenclarknz
@amnestykenya
@firstladykenya
@unkenya
@estherpassaris
@mbewadavid
@wraglobal
@wra_k
@sidchat1

Top Mentioned in G3:
@pairsonnalitesa
@bipolar_bio
@health_nexus
@judsontelemed
@pediatrics_bio
@makewomencount

Top Mentioned in G4:
@thetnholler
@jkazadi
@sogreat1989

Top Mentioned in G5:
@jkazadi
@sogreat1989
@pelosisquadfive
@ewarren
@rgay
@kamalaharris
@tina_herod
@pat_lewis360
@maggieday55
@zzmama1

Top Mentioned in G6:
@unfpa
@imbuto
@unfpaasia
@minhtngo
@whosearo
@whowpro
@pahowho
@whoemro
@whoafro
@drzucker

Top Mentioned in G7:
@blackwomensrj
@marchofdimes
@npwf
@oversightdems
@ppmo_advocates
@wheelerskye
@allybrooke
@nicklachey
@porsha4real
@tatyanaali

Top Mentioned in G8:
@billgates
@airnewsalerts
@statisense
@bidinitiative
@repjahanahayes
@juliemakani
@caritasisiolo
@boldgoalsal
@bigdatabatman
@lavasiemens

Top Mentioned in G9:
@ihme_uw
@msdformothers
@metiebetmd
@ekemma
@nighealthwatch
@nichd_nih
@official_iyo
@sensadiqumar
@drzsb
@pacfahatscale

Top Mentioned in G10:
@mtnug
@rwenzoriug
@simba_roars
@britamuganda
@newvisionwire
@toyotauganda
@nbstv
@theslayking
@creedallan
@advert256

Top Tweeters
Top Tweeters in Entire Graph:
@pairsonnalites
@pairsonnalitesu
@pairsonnalitesa
@commonpatriot
@solutioneer72
@mithu796311
@thepoliticalcat
@nilimajumder
@manmet80
@ecointernetdrgb

Top Tweeters in G1:
@carolmaewy
@bluebirdtrini
@tyberzannxxxx
@all100senators
@onlywhitetiger
@xchemoni
@godliveshere206
@quailcrown
@agitatorsneeded
@agedemands

Top Tweeters in G2:
@habbradley
@marconavarrolor
@time
@africaupdates
@miss_patriciah
@huma2910
@njokingumi
@kbcchannel1
@marieco92176893
@macotani

Top Tweeters in G3:
@pairsonnalites
@pairsonnalitesu
@pairsonnalitesa
@ecointernetdrgb
@agenparl
@stigmabase
@testisfidelis
@spanishcountry
@hephaestus7
@nofnews_ghana

Top Tweeters in G4:
@billnigh
@benstancliff
@darlene_edw
@dpmax100
@barbie892
@passarelliallan
@monstermarcia
@sparrowontheeye
@reporterphoenix
@fifthhousesun

Top Tweeters in G5:
@thepoliticalcat
@manmet80
@homegypsy
@sophialamar1
@gryking
@cece_23spalding
@armsivilli
@menjicm
@fol2009
@irhystay

Top Tweeters in G6:
@nilimajumder
@mayread3
@nomoreslaves
@bhsnitzer
@andytoronto
@gayleellislydia
@djriveraros
@btkrth
@tanziamill
@dominique6138

Top Tweeters in G7:
@solutioneer72
@dancas2
@damonbethea1
@charluv2011
@msochubbard
@pookietooth
@limecello
@natalie91231732
@sds_sunlight
@sharonvt75

Top Tweeters in G8:
@mithu796311
@chidambara09
@talkintou
@madhureshsethi
@oneindia
@airnewsalerts
@bigdatabatman
@heeeellllooooo
@danitablackwood
@pnjoshiacm

Top Tweeters in G9:
@magarya
@abdoul_official
@monitor_ph
@korieunfpa
@healthpolicygrp
@nighealthwatch
@thatgirlneenz
@donlaz4u
@ekemma
@dirosky

Top Tweeters in G10:
@djmckenzieug
@revnickk
@malowbar
@nbstv
@urbantvuganda
@newvisionwire
@bwahadenise
@omuzibuwaalu
@ndugumr
@jhusblaze


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