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Maternal health_2019-05-15_03-29-31.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
May 15, 2019
Short Description:
Maternal health via NodeXL http://bit.ly/2Hqm170
@npr
@rvawonk
@corybooker
@betoorourke
@repbarbaralee
@drleanawen
@tiffanybond
@npwf
@marchformoms
@mtv

Top hashtags:
#whatmomsneed
#mothersday
#hb744
#louistheroux
#maternalhealth
#marchformoms
#pregnancy

Description:
Description
The graph represents a network of 5,001 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 Wednesday, 15 May 2019 at 10:31 UTC.

The requested start date was Monday, 13 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 2-day, 8-hour, 3-minute period from Friday, 10 May 2019 at 15:57 UTC to Monday, 13 May 2019 at 00:01 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 : 5001
Unique Edges : 6075
Edges With Duplicates : 521
Total Edges : 6596
Number of Edge Types : 3
Mentions : 5894
Tweet : 558
Replies to : 144
Self-Loops : 558
Reciprocated Vertex Pair Ratio : 0.00939620671654776
Reciprocated Edge Ratio : 0.0186174797448716
Connected Components : 533
Single-Vertex Connected Components : 278
Maximum Vertices in a Connected Component : 3651
Maximum Edges in a Connected Component : 5124
Maximum Geodesic Distance (Diameter) : 24
Average Geodesic Distance : 4.466624
Graph Density : 0.000231993601279744
Modularity : 0.809897
NodeXL Version : 1.0.1.412

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[62] https://www.npr.org/templates/story/story.php?storyId=722143121&utm_campaign=storyshare&utm_source=twitter.com&utm_medium=social
[46] https://www.npr.org/sections/health-shots/2019/05/10/722143121/why-racial-gaps-in-maternal-mortality-persist
[24] https://twitter.com/WomenintheWorld/status/1127066299354492929
[18] https://www.npr.org/sections/health-shots/2019/05/10/722143121/why-racial-gaps-in-maternal-mortality-persist?utm_medium=RSS&utm_campaign=news
[11] https://www.americanprogress.org/issues/women/reports/2019/05/02/469186/eliminating-racial-disparities-maternal-infant-mortality/
[10] https://www.npr.org/sections/health-shots/2019/05/10/722143121/why-racial-gaps-in-maternal-mortality-persist?utm_source=dlvr.it&utm_medium=twitter
[7] http://www.communitysolutions.com/state-budgeting-matters-podcast-putting-mother-back-maternal-health/
[6] https://www.npr.org/templates/story/story.php?storyId=722143121&sc=tw
[5] http://www.msnbc.com/msnbc/watch/anushay-hossain-and-elizabeth-gay-talk-maternal-mortality-59495493531
[5] https://www.globalcitizen.org/en/content/women-deliver-hp-maternal-health/

Top URLs in Tweet in G1:
[3] https://www.npr.org/sections/health-shots/2019/05/10/722143121/why-racial-gaps-in-maternal-mortality-persist
[2] https://www.npr.org/sections/health-shots/2019/05/10/722143121/why-racial-gaps-in-maternal-mortality-persist?utm_source=twitter.com&utm_medium=social&utm_campaign=npr&utm_term=nprnews&utm_content=20190510
[1] https://www.npr.org/series/543928389/lost-mothers?utm_source=twitter.com&utm_medium=social&utm_campaign=npr&utm_term=nprnews&utm_content=20190512
[1] https://www.npr.org/templates/story/story.php?storyId=722143121&utm_campaign=storyshare&utm_source=twitter.com&utm_medium=social
[1] https://twitter.com/kamalaharris/status/1127645118465552387
[1] https://lvrj.com/post/1660992
[1] https://www.npr.org/sections/health-shots/2019/05/10/722143121/why-racial-gaps-in-maternal-mortality-persist?utm_source=facebook.com&utm_medium=social&utm_campaign=npr&utm_term=nprnews&utm_content=20190510

Top URLs in Tweet in G2:
[2] https://www.motherjones.com/politics/2017/08/abortion-womens-health-outcomes-maternal-mortality/
[1] https://law.yale.edu/system/files/area/center/ghjp/documents/ghjp_2018_executive_summary_when_the_state_fails-_maternal_mortality_racial_disparity_in_georgiarev.pdf
[1] https://www.npr.org/2017/05/12/528098789/u-s-has-the-worst-rate-of-maternal-deaths-in-the-developed-world?utm_campaign=storyshare&utm_source=twitter.com&utm_medium=social

Top URLs in Tweet in G3:
[13] https://www.npr.org/templates/story/story.php?storyId=722143121&utm_campaign=storyshare&utm_source=twitter.com&utm_medium=social
[3] http://www.marchformoms.org/maternal-health-week-events/
[2] http://www.nationalpartnership.org/our-work/resources/general/the-best-mothers-day-gifts.pdf
[2] https://www.npr.org/sections/health-shots/2019/05/10/722143121/why-racial-gaps-in-maternal-mortality-persist
[2] http://www.ihi.org/communities/blogs/how-the-maternal-health-system-is-failing
[2] https://twitter.com/RWV4HealthCare/status/1126911077273489413
[1] https://abcnews.go.com/Health/pregnancy-related-deaths-us-prevented-cdc/story?id=62875845&utm_source=twitter&utm_medium=tweet&utm_campaign=lwtwitter&utm_content=abcnews-may19
[1] https://www.cbsnews.com/news/title-x-rule-trump-administration-gag-rule-planned-parenthood-funding-blocked-washington-judge-2019-04-25/?utm_source=twitter&utm_medium=tweet&utm_campaign=lwtwitter&utm_content=cbsnews-april19
[1] https://www.theguardian.com/commentisfree/2019/may/02/pregnant-black-racial-disparities-maternal-health?utm_source=twitter&utm_medium=tweet&utm_campaign=lwtwitter&utm_content=guardian-april19
[1] https://twitter.com/RockefellerFdn/status/1125881298625732610

Top URLs in Tweet in G4:
[4] http://www.msnbc.com/msnbc/watch/anushay-hossain-and-elizabeth-gay-talk-maternal-mortality-59495493531
[2] http://rss.cnn.com/~r/rss/cnn_allpolitics/~3/ZQiMUEA3WVY/index.html
[2] https://twitter.com/WomenintheWorld/status/1127066299354492929
[1] https://www.romper.com/p/moms-of-color-are-now-behind-the-curtain-in-congress-heres-what-has-already-changed-17856727
[1] https://powertodecide.org/news/reducing-disparities-black-maternal-health
[1] https://twitter.com/LenaWaithe/status/1126556559432146951
[1] https://www.npr.org/templates/story/story.php?storyId=722143121&utm_campaign=storyshare&utm_source=twitter.com&utm_medium=social

Top URLs in Tweet in G5:
[1] http://www.mtv.com/news/3123546/maternal-mortality-black-mamas-matter/
[1] https://abcnews.go.com/Health/pregnancy-related-deaths-us-prevented-cdc/story?id=62875845
[1] https://www.marieclaire.com/politics/a27409131/male-presidential-candidates-2020-reproductive-rights/
[1] https://twitter.com/staceyabrams/status/1126154069842780165
[1] https://www.npr.org/templates/story/story.php?storyId=722143121&utm_campaign=storyshare&utm_source=twitter.com&utm_medium=social
[1] https://www.cnn.com/2019/05/07/health/maternal-mortality-mmwr-report/index.html
[1] https://news.sky.com/story/community-teams-help-mothers-struggling-with-mental-health-11716767
[1] https://www.washingtonpost.com/outlook/2019/05/09/key-lowering-americas-high-rates-maternal-mortality/?utm_term=.ef47610bf9b3

Top URLs in Tweet in G6:
[1] https://twitter.com/essence/status/1057338988405637121
[1] https://linktr.ee/rantsandrandomness
[1] https://trib.al/Zt2MwoT
[1] https://www.essence.com/news/politics/op-ed-texas-should-lead-the-way-with-better-health-care-for-mothers-and-women-of-color/
[1] http://www.cnn.com/2019/05/09/politics/cory-booker-ayanna-pressley-maternal-health-medicare/index.html

Top URLs in Tweet in G7:
[32] https://www.npr.org/templates/story/story.php?storyId=722143121&utm_campaign=storyshare&utm_source=twitter.com&utm_medium=social
[27] https://www.npr.org/sections/health-shots/2019/05/10/722143121/why-racial-gaps-in-maternal-mortality-persist
[16] https://www.npr.org/sections/health-shots/2019/05/10/722143121/why-racial-gaps-in-maternal-mortality-persist?utm_medium=RSS&utm_campaign=news
[5] https://www.globalcitizen.org/en/content/women-deliver-hp-maternal-health/
[5] https://www.npr.org/sections/health-shots/2019/05/10/722143121/why-racial-gaps-in-maternal-mortality-persist?utm_medium=RSS&utm_campaign=storiesfromnpr
[5] https://www.npr.org/templates/story/story.php?storyId=722143121&sc=tw
[3] https://www.npr.org/sections/health-shots/2019/05/10/722143121/why-racial-gaps-in-maternal-mortality-persist?utm_medium=twitter&utm_campaign=news&utm_source=dlvr.it
[3] https://apple.news/AK1EA11f2RFOC42Eji0Z4rA
[2] https://in.pairsonnalites.org/2019/05/elections-2019-have-politicians.html?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.npr.org/sections/health-shots/2019/05/10/722143121/why-racial-gaps-in-maternal-mortality-persist?utm_source=facebook.com&utm_medium=social&utm_campaign=npr&utm_term=nprnews&utm_content=20190510

Top URLs in Tweet in G8:
[2] https://www.npr.org/sections/health-shots/2019/05/10/722143121/why-racial-gaps-in-maternal-mortality-persist?utm_medium=RSS&utm_campaign=news
[2] https://www.npr.org/sections/health-shots/2019/05/10/722143121/why-racial-gaps-in-maternal-mortality-persist
[1] https://www.msnbc.com/morning-joe/watch/as-maternal-mortality-rates-rise-new-campaign-raises-awareness-59289669936
[1] https://www.washingtonpost.com/health/2019/05/07/women-die-each-year-pregnancy-issues-cdc-says-most-deaths-could-be-prevented/
[1] https://msmagazine.com/2019/05/10/this-mothers-day-congress-should-stand-up-for-moms-of-color/
[1] https://okmagazine.com/news/celebrities-spotted-out-and-about-week-of-may-10th/
[1] https://www.globalhealthnow.org/2019-05/expecting-better

Top URLs in Tweet in G9:
[22] https://twitter.com/WomenintheWorld/status/1127066299354492929
[1] https://www.essence.com/news/politics/op-ed-texas-should-lead-the-way-with-better-health-care-for-mothers-and-women-of-color/
[1] https://www.npr.org/templates/story/story.php?storyId=722143121&utm_campaign=storyshare&utm_source=twitter.com&utm_medium=social
[1] https://www.cnn.com/2019/05/09/politics/cory-booker-ayanna-pressley-maternal-health-medicare/index.html?utm_source=twCNN&utm_medium=social&utm_term=link&utm_content=2019-05-09T22:40:09

Top URLs in Tweet in G10:
[1] https://www.instagram.com/p/BxRxmEtlVyF/?utm_source=ig_twitter_share&igshid=1tfbat78kxxpu
[1] https://www.doulacare.ie/blog/2019/1/3/postnatal-depression-when-love-doesnt-come-as-a-thunderbolt

Top Domains
Top Domains in Tweet in Entire Graph:
[166] npr.org
[98] twitter.com
[13] americanprogress.org
[11] instagram.com
[10] msnbc.com
[9] globalcitizen.org
[8] communitysolutions.com
[8] co.uk
[8] theconversation.com
[8] nytimes.com

Top Domains in Tweet in G1:
[8] npr.org
[1] twitter.com
[1] lvrj.com

Top Domains in Tweet in G2:
[2] motherjones.com
[1] yale.edu
[1] npr.org

Top Domains in Tweet in G3:
[15] npr.org
[8] twitter.com
[4] marchformoms.org
[2] nationalpartnership.org
[2] rewire.news
[2] ihi.org
[1] go.com
[1] cbsnews.com
[1] theguardian.com
[1] washingtonpost.com

Top Domains in Tweet in G4:
[4] msnbc.com
[3] twitter.com
[2] cnn.com
[1] romper.com
[1] powertodecide.org
[1] npr.org

Top Domains in Tweet in G5:
[1] mtv.com
[1] go.com
[1] marieclaire.com
[1] twitter.com
[1] npr.org
[1] cnn.com
[1] sky.com
[1] washingtonpost.com

Top Domains in Tweet in G6:
[1] twitter.com
[1] linktr.ee
[1] trib.al
[1] essence.com
[1] cnn.com

Top Domains in Tweet in G7:
[94] npr.org
[20] twitter.com
[7] instagram.com
[7] dlvr.it
[5] globalcitizen.org
[3] nih.gov
[3] blogspot.com
[3] apple.news
[3] msnbc.com
[2] lifenews.com

Top Domains in Tweet in G8:
[4] npr.org
[1] msnbc.com
[1] washingtonpost.com
[1] msmagazine.com
[1] okmagazine.com
[1] globalhealthnow.org

Top Domains in Tweet in G9:
[22] twitter.com
[1] essence.com
[1] npr.org
[1] cnn.com

Top Domains in Tweet in G10:
[1] instagram.com
[1] doulacare.ie

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[154] whatmomsneed
[117] mothersday
[34] hb744
[30] louistheroux
[28] maternalhealth
[26] marchformoms
[23] pregnancy
[21] mothersontheedge
[20] maternal
[17] maternalmhmatters



Top Hashtags in Tweet in G1:
[1] racialgaps
[1] inequality
[1] maternalmortality

Top Hashtags in Tweet in G2:
[2] tammyjackson
[1] bmhcaucus
[1] menforchoice
[1] happymothersday

Top Hashtags in Tweet in G3:
[76] whatmomsneed
[24] marchformoms
[15] pregnancy
[14] maternity
[12] mothersday
[8] beyondmothersday
[7] paidfamilyleave
[6] maternalhealth
[3] womenshealth
[3] maternalmortality

Top Hashtags in Tweet in G4:
[13] mothersday
[2] saveourmoms
[1] health
[1] blacklivesmatter

Top Hashtags in Tweet in G5:
[10] mothersday
[10] aca
[4] mentalhealth
[4] depression
[1] whatmomsneed
[1] mentalhealthawarenessmonth
[1] mamaswelove
[1] mothersdeservebetter

Top Hashtags in Tweet in G6:
[2] maternity
[1] mothersday
[1] rantsandrandomness
[1] pregnancy
[1] whatmomsneed
[1] maternalhealth
[1] blackmothers

Top Hashtags in Tweet in G7:
[12] mothersday
[8] health
[5] maternalhealth
[5] whatmomsneed
[5] maternal
[5] pregnancy
[4] mortality
[4] happymothersday
[3] maternalmortality
[3] woman

Top Hashtags in Tweet in G8:
[13] mothersday
[5] momsdeserve
[4] blackmamasmatter
[3] mamasmarch
[2] blackwomen
[2] bmhcaucus
[1] blackmaternalhealth
[1] trustblackwomen
[1] vawa19
[1] kelloggfellow

Top Hashtags in Tweet in G9:
[2] whatmomsneed
[2] paidfamilyleave

Top Hashtags in Tweet in G10:
[27] louistheroux
[19] mothersontheedge
[3] postpartumpsychosis
[3] maternalmhmatters
[2] mentalhealth
[1] mentalhealthawarenessweek2019
[1] fromme2mbu
[1] app
[1] leedsmbu
[1] looking

Top Words
Top Words in Tweet in Entire Graph:
[2803] Words in Sentiment List#1: Positive
[5390] Words in Sentiment List#2: Negative
[11] Words in Sentiment List#3: Angry/Violent
[119493] Non-categorized Words
[127686] Total Words
[3168] maternal
[3027] health
[2183] women
[2032] black
[1812] 3

Top Words in Tweet in G1:
[1419] 3
[1418] rate
[1114] native
[863] mothers
[863] black
[863] greater
[862] whites
[861] npr
[562] women
[558] american

Top Words in Tweet in G2:
[569] rvawonk
[519] maternal
[344] state
[343] want
[343] celebrate
[262] georgia
[249] day
[248] discuss
[247] mother's
[247] take

Top Words in Tweet in G3:
[476] women
[476] more
[262] black
[230] 3
[219] times
[218] white
[214] childbirth
[211] 4
[160] health
[159] address

Top Words in Tweet in G4:
[356] health
[345] maternal
[317] black
[307] crisis
[295] mtv
[290] senkamalaharris
[290] lenawaithe
[287] thank
[287] shining
[287] light

Top Words in Tweet in G5:
[1070] care
[826] health
[334] maternal
[278] women
[261] abortion
[260] corybooker
[255] make
[255] decisions
[52] mortality
[49] black

Top Words in Tweet in G6:
[298] maternal
[282] women
[279] mortality
[275] betoorourke
[275] crisis
[275] 3x
[274] country
[274] deadly
[274] color
[274] achieve

Top Words in Tweet in G7:
[258] maternal
[215] health
[98] mortality
[80] racial
[77] gaps
[71] persist
[68] women
[55] care
[45] s
[40] black

Top Words in Tweet in G8:
[275] maternal
[253] health
[223] black
[209] crisis
[195] repbarbaralee
[195] mother
[194] know
[194] died
[193] realities
[193] well

Top Words in Tweet in G9:
[201] tiffanybond
[189] mothers
[184] moms
[184] today
[181] hold
[181] tight
[181] honor
[181] demanding
[181] societal
[181] structure

Top Words in Tweet in G10:
[79] maternal
[78] mental
[78] health
[44] louistheroux
[38] bbctwo
[37] awareness
[32] raising
[30] psychosis
[29] postpartum
[27] #louistheroux

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1185] maternal,health
[1104] health,care
[944] black,mothers
[920] greater,whites
[913] mothers,rate
[913] rate,3
[827] maternal,mortality
[607] black,maternal
[602] native,american
[600] times,greater

Top Word Pairs in Tweet in G1:
[862] greater,whites
[861] black,mothers
[861] mothers,rate
[861] rate,3
[557] times,greater
[557] whites,native
[557] native,american
[557] american,alaskan
[557] alaskan,native
[557] native,women

Top Word Pairs in Tweet in G2:
[343] state,maternal
[247] celebrate,mother's
[247] mother's,day
[247] day,want
[247] want,take
[247] take,few
[247] few,minutes
[247] minutes,discuss
[247] discuss,uncomfortable
[247] uncomfortable,truths

Top Word Pairs in Tweet in G3:
[235] black,women
[211] 3,4
[211] 4,times
[211] times,more
[211] childbirth,white
[210] white,women
[205] women,3
[108] more,childbirth
[108] women,order
[108] order,address

Top Word Pairs in Tweet in G4:
[320] maternal,health
[301] black,maternal
[290] lenawaithe,mtv
[287] thank,lenawaithe
[287] mtv,shining
[287] shining,light
[287] light,crisis
[287] crisis,black
[287] health,continue
[287] continue,speak

Top Word Pairs in Tweet in G5:
[810] health,care
[258] maternal,care
[257] care,maternal
[256] abortion,health
[256] care,health
[255] corybooker,abortion
[255] care,women
[255] women,make
[255] make,health
[255] care,decisions

Top Word Pairs in Tweet in G6:
[279] maternal,mortality
[274] mortality,crisis
[274] crisis,country
[274] country,3x
[274] 3x,deadly
[274] deadly,women
[274] women,color
[274] color,achieve
[274] achieve,universal
[273] betoorourke,maternal

Top Word Pairs in Tweet in G7:
[94] maternal,mortality
[72] maternal,health
[72] gaps,maternal
[71] racial,gaps
[71] mortality,persist
[35] health,care
[35] mental,health
[27] maternal,mental
[13] new,story
[13] story,npr

Top Word Pairs in Tweet in G8:
[232] maternal,health
[207] health,crisis
[205] black,maternal
[193] know,realities
[193] realities,black
[193] crisis,well
[193] well,mother
[193] mother,died
[193] died,giving
[193] giving,birth

Top Word Pairs in Tweet in G9:
[181] hold,moms
[181] moms,tight
[181] tight,today
[181] today,honor
[181] honor,mothers
[181] mothers,demanding
[181] demanding,societal
[181] societal,structure
[181] structure,lets
[181] lets,people

Top Word Pairs in Tweet in G10:
[77] mental,health
[76] maternal,mental
[32] raising,awareness
[29] postpartum,psychosis
[26] sunday,#louistheroux
[26] #louistheroux,exploring
[26] exploring,maternal
[26] health,bbctwo
[26] bbctwo,bbc
[26] bbc,raising

Top Replied-To
Top Replied-To in Entire Graph:
@louistheroux
@bariawilliams
@heidim_67
@pericles_ii
@sethrgreene
@redrufus4u
@pndandme
@corybooker
@senkamalaharris
@ntvuganda

Top Replied-To in G2:
@redrufus4u
@reshadhudson
@rvawonk

Top Replied-To in G3:
@islamisevil_2
@reprobinkelly
@alexandra_sacks
@angelinaspicer
@winkingwalrus
@missinu3400
@marchformoms
@sheenjanine

Top Replied-To in G4:
@senkamalaharris
@pdub4life
@huffpost
@clmsntgrteacher
@darkcujo117

Top Replied-To in G5:
@sethrgreene
@corybooker

Top Replied-To in G6:
@barefoot_dancer
@mikedonohue6

Top Replied-To in G8:
@ringdebbie
@joshclasberry
@cheriwoods

Top Replied-To in G10:
@louistheroux
@pndandme
@ktmummy

Top Mentioned
Top Mentioned in Entire Graph:
@npr
@rvawonk
@mtv
@lenawaithe
@senkamalaharris
@betoorourke
@corybooker
@repbarbaralee
@tiffanybond
@drleanawen

Top Mentioned in G1:
@npr
@davidsonlvrj
@talkpoverty
@propublica
@repbarbaralee
@juliaritchey
@senkamalaharris
@lenawaithe
@mtv

Top Mentioned in G2:
@rvawonk
@repbera
@npr
@willainsworthal
@isays1
@newsjunkie11111
@reshadhudson
@mclemoremr
@drleanawen
@npwf

Top Mentioned in G3:
@drleanawen
@npwf
@mclemoremr
@marchformoms
@rwv4healthcare
@ppact
@sistersong_woc
@healthpolicyhub
@1000days
@hope_after_loss

Top Mentioned in G4:
@mtv
@lenawaithe
@senkamalaharris
@rashidatlaib
@emilyslist
@repbarbaralee
@senatordurbin
@rvawonk
@corybooker
@jilevin

Top Mentioned in G5:
@corybooker
@sengillibrand
@rvawonk
@senatormenendez
@npr
@betoorourke
@allenfrancesmd
@madebyhistory
@kamalaharris
@officialcbc

Top Mentioned in G6:
@betoorourke
@cnnpolitics
@corybooker
@rvawonk
@luvvie
@glowmaven
@mamaglow_mgff
@sengillibrand
@rantsrandomness
@flabbergast2017

Top Mentioned in G7:
@mcspglobal
@aca_ctonline
@pairsonnalitesa
@sequencingdna
@musingstiredmum
@ron_george

Top Mentioned in G8:
@repbarbaralee
@repadams
@kamalaharris
@waysmeanscmte
@replawrence
@rvawonk
@npr
@joenbc
@morningmika
@officialcbc

Top Mentioned in G9:
@tiffanybond
@rvawonk
@corybooker
@betoorourke
@npr
@repbarbaralee
@mhambi_m
@annaforflorida
@paidleaveus
@npwf

Top Mentioned in G10:
@louistheroux
@bbctwo
@lauradockrill
@drmmcmahonep
@clairelcook77
@mcadamclare
@dpt_nhs
@butterflymum83
@fayedoris1
@katgrant30

Top Tweeters
Top Tweeters in Entire Graph:
@pulpnews
@kamzou08
@pairsonnalitesa
@zyiteblog
@nilimajumder
@mharvey816
@sddphoto
@jcsura
@real_infinity95
@phillip92321

Top Tweeters in G1:
@jcsura
@pppatticake
@nartist
@wendys_garden
@mcwilkins63
@rhapsodynbloom
@longfellowjean
@garychun
@dominator_d22
@npr

Top Tweeters in G2:
@phillip92321
@lianabrooks
@ninatypewriter
@begiiigiles
@summer7570
@happysorceress
@taiping2
@corinneam
@truthbuster
@evcoc54

Top Tweeters in G3:
@mharvey816
@sddphoto
@kharyp
@foxnews
@lorisums
@pecunium
@mark_kawada
@wtf_imtooold
@americanwoman8
@chloedancer

Top Tweeters in G4:
@inspiteoftrump
@jilevin
@huffpost
@tottenbill
@docrocktex26
@axxisonmargaret
@geostompx
@marcvegan
@coton_luver
@fol2009

Top Tweeters in G5:
@greeeneyedwhwom
@darrellwest1984
@suma4720
@wgarnews
@mscaitlin55
@jersey_craig
@all100senators
@eternalnikolas
@jjohnsonlaw
@the_amphibian

Top Tweeters in G6:
@lltwing
@yolie_rios
@dardar1126
@saukel
@kriscolvin
@andytoronto
@lilylive000lily
@dianerocks52
@jasamgurlie
@jinxy_minxy

Top Tweeters in G7:
@pulpnews
@kamzou08
@pairsonnalitesa
@zyiteblog
@cahulaan
@gstuedler
@gekkosecond
@testisfidelis
@wisdomnz
@rodbook

Top Tweeters in G8:
@onahunttoday
@justwhatnowwhy
@teetweetshere
@mvwinall
@kristafrances
@mestasenesta
@zentaoprincess
@usernameblank24
@dianesatx
@smp0312

Top Tweeters in G9:
@sheiladecker19
@jcr914
@copperbird7
@reneevoicebrand
@womensaveusa
@ruthsorbello
@truth_tweeters
@cabird6
@nembotavy_0101
@gomezsantos22

Top Tweeters in G10:
@butterflymum83
@pndandme
@dan_usztan
@lauradockrill
@dolly_birds85
@rcpsych
@headofenglish
@bbctwo
@leedsdads
@mgtmurphy123


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