Reproductive health, Twitter, 3/30/2020 12:53:01 PM, 224020


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Reproductive health_2020-03-29_21-36-58.xlsx
Reproductive health_2020-03-29_21-36-58.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 30, 2020
Short Description:
Reproductive health via NodeXL https://bit.ly/2Jqypp2
@berniesanders
@helmsinki
@ppact
@intlwomen
@democraticags
@ppaohio
@actioncanadashr
@nembotavy_0101
@popconnect
@lisamaryanne03

Top hashtags:
#covid19
#fight4her
#coronavirus
#endglobalgag
#globalgagrule

Description:
Description
The graph represents a network of 4,809 Twitter users whose tweets in the requested range contained "Reproductive health", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 30 March 2020 at 04:38 UTC.

The requested start date was Monday, 30 March 2020 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 3-day, 22-hour, 43-minute period from Wednesday, 25 March 2020 at 15:21 UTC to Sunday, 29 March 2020 at 14:04 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 : 4809
Unique Edges : 6154
Edges With Duplicates : 756
Total Edges : 6910
Number of Edge Types : 4
Tweet : 658
MentionsInRetweet : 4969
Replies to : 270
Mentions : 1013
Self-Loops : 658
Reciprocated Vertex Pair Ratio : 0.0207325501036628
Reciprocated Edge Ratio : 0.04062288422478
Connected Components : 590
Single-Vertex Connected Components : 234
Maximum Vertices in a Connected Component : 3062
Maximum Edges in a Connected Component : 4978
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 6.258216
Graph Density : 0.000255517853553151
Modularity : 0.818686
NodeXL Version : 1.0.1.428
Data Import : The graph represents a network of 4,809 Twitter users whose tweets in the requested range contained "Reproductive health", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 30 March 2020 at 04:38 UTC.

The requested start date was Monday, 30 March 2020 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 3-day, 22-hour, 43-minute period from Wednesday, 25 March 2020 at 15:21 UTC to Sunday, 29 March 2020 at 14:04 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 : Reproductive 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 : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[35] https://dems.ag/daga-dem-ags-statements-on-protecting-repro-health-care-during-covid-19/
[27] https://medivizor.com/blog/SampleLibrary/infertility-reproductive-technologies/can-mindfulness-based-counseling-improve-mental-health-for-women-with-infertility/
[23] https://iwhc.org/2019/07/blueprint-provides-roadmap-to-achieve-reproductive-health-rights-and-justice/
[21] https://www.washingtonpost.com/opinions/2020/03/26/coronavirus-threat-public-health-is-no-time-restrict-abortion-access/
[17] https://rewire.news/article/2020/03/27/covid-19-stimulus-bill-includes-broad-discretion-to-deny-loans-to-reproductive-health-groups/
[13] https://iwhc.org/2020/03/sexual-and-reproductive-health-during-the-covid-19-crisis/
[11] https://www.nytimes.com/2020/03/26/opinion/abortion-law-coronavirus.html
[10] https://www.guttmacher.org/article/2020/03/covid-19-outbreak-potential-fallout-sexual-and-reproductive-health-and-rights
[7] https://rewire.news/article/2020/03/18/reproductive-health-telemedicine-proves-vital-during-covid-19-outbreak/
[7] https://www.unfpa.org/press/women-girls-health-workers-must-not-be-overlooked-global-covid-19-response

Top URLs in Tweet in G2:
[34] https://dems.ag/daga-dem-ags-statements-on-protecting-repro-health-care-during-covid-19/
[2] https://twitter.com/HawleyMO/status/1242914462140596226
[2] https://twitter.com/DemocraticAGs/status/1243267967393107973
[2] https://www.governor.virginia.gov/newsroom/all-releases/2020/march/headline-855474-en.html
[2] https://secure.everyaction.com/q3_dCcImmUKIUs7QZz75dQ2
[1] https://www.thedailybeast.com/trumps-gop-the-old-should-die-and-the-women-should-breed
[1] https://www.vice.com/en_us/article/y3mjm5/how-republicans-snuck-anti-abortion-measures-into-the-coronavirus-bailout-bill
[1] https://twitter.com/NewYorkStateAG/status/1243168765828833280
[1] https://twitter.com/CNN/status/1243592809543880704
[1] https://twitter.com/alexismcgill/status/1242809194379718658

Top URLs in Tweet in G3:
[27] https://medivizor.com/blog/SampleLibrary/infertility-reproductive-technologies/can-mindfulness-based-counseling-improve-mental-health-for-women-with-infertility/
[4] https://unfoundation.org/blog/post/addressing-sexual-and-reproductive-health-and-rights-in-the-covid-19-pandemic/
[4] https://medium.com/@universalaccessproject/a-critical-need-addressing-sexual-and-reproductive-health-and-rights-in-the-covid-19-pandemic-5fbd9aa011c0?sk=de6c580b3a79de03ed736a754988d3d2
[3] https://www.unfpa.org/press/women-girls-health-workers-must-not-be-overlooked-global-covid-19-response
[3] https://medium.com/@universalaccessproject/a-critical-need-addressing-sexual-and-reproductive-health-and-rights-in-the-covid-19-pandemic-5fbd9aa011c0
[2] https://www.unfpa.org/press/standing-together-against-legacy-enslavement-racism-discrimination-and-continued-injustice
[2] https://twitter.com/profhelenward/status/1244204554838818816
[2] https://bhekisisa.org/multimedia/2019-05-10-forced-abortion-reproductive-sexual-health-rights-consent
[2] https://www.cmaj.ca/content/192/12/E325
[2] https://apple.news/ATlvh1AcCP9muq_S3_G0-hg

Top URLs in Tweet in G4:
[20] https://iwhc.org/2019/07/blueprint-provides-roadmap-to-achieve-reproductive-health-rights-and-justice/
[11] https://iwhc.org/2020/03/sexual-and-reproductive-health-during-the-covid-19-crisis/
[8] https://www.guttmacher.org/article/2020/03/covid-19-outbreak-potential-fallout-sexual-and-reproductive-health-and-rights
[7] https://twitter.com/IntlWomen/status/1243196518443646979
[3] https://www.nytimes.com/2020/03/26/opinion/abortion-law-coronavirus.html
[2] https://twitter.com/ppglobe/status/1243605690356240385
[2] https://www.guttmacher.org/article/2020/03/how-covid-19-might-impact-reproductive-health-care-providers-and-patients
[2] https://twitter.com/popconnect/status/1243536929142067201
[2] https://my.demio.com/ref/914hlDT7zGQwYHf4
[1] https://twitter.com/kendralinnette/status/1243623607986618369

Top URLs in Tweet in G5:
[4] https://www.unfpa.org/press/women-girls-health-workers-must-not-be-overlooked-global-covid-19-response
[4] and
[3] https://www.weareplannedparenthood.org/onlineactions/mDy8NxEKbEyK7S9DCs7UAQ2?snw=2
[3] https://rewire.news/article/2020/03/18/reproductive-health-telemedicine-proves-vital-during-covid-19-outbreak/
[3] https://rewire.news/article/2020/03/27/covid-19-stimulus-bill-includes-broad-discretion-to-deny-loans-to-reproductive-health-groups/
[2] https://www.mtv.com.lb/en/News/Health/1036291/Toxic-Chemicals-in-Your-Home-Could-Be-Linked-to-Cancer,-Autism,-and-Reproductive-Issues
[2] https://www.unwomen.org/en/news/in-focus/in-focus-gender-equality-in-covid-19-response
[2] https://www.nytimes.com/2020/03/26/opinion/abortion-law-coronavirus.html
[2] https://zoom.us/webinar/register/WN_f-RHvxnsQAKu_ZyEj1X2Iw
[2] https://www.epw.in/engage/article/data-infrastructures-inequities-why-does-reproductive-health-surveillance-india-need-urgent-attention

Top URLs in Tweet in G6:
[1] https://www.nytimes.com/2020/03/26/opinion/abortion-law-coronavirus.html
[1] https://rewire.news/article/2020/03/27/covid-19-stimulus-bill-includes-broad-discretion-to-deny-loans-to-reproductive-health-groups/

Top URLs in Tweet in G7:
[2] https://twitter.com/cehurduganda/status/1243495488214773762
[1] http://www.srhm.org/news/covid-19-what-implications-for-sexual-and-reproductive-health-and-rights/
[1] https://fphighimpactpractices.org/guides/family-planning-in-humanitarian-settings/?utm_content=121965542&utm_medium=social&utm_source=twitter&hss_channel=tw-47503130
[1] https://twitter.com/srhmjournal/status/1243506133144346624
[1] https://centreforfeministforeignpolicy.org/journal/2020/9/3/how-can-feminist-foreign-policy-support-sexual-and-reproductive-health-and-right
[1] https://www.linkedin.com/slink?code=gmszQ9v
[1] https://www.linkedin.com/slink?code=guy_b2v
[1] https://twitter.com/yzia__/status/1243564720931643392
[1] https://zoom.us/webinar/register/WN_f-RHvxnsQAKu_ZyEj1X2Iw
[1] https://iwhc.org/2020/03/sexual-and-reproductive-health-during-the-covid-19-crisis/

Top URLs in Tweet in G8:
[2] https://qz.com/1763135/how-us-healthcare-is-failing-women/amp/
[1] https://www.youtube.com/watch?v=i4lUaxYFSAg&feature=youtu.be


Top URLs in Tweet in G9:
[6] https://rewire.news/article/2020/03/27/covid-19-stimulus-bill-includes-broad-discretion-to-deny-loans-to-reproductive-health-groups/
[2] https://rewire.news/covid-19/
[2] https://iwhc.org/2019/07/blueprint-provides-roadmap-to-achieve-reproductive-health-rights-and-justice/
[2] https://rewire.news/article/2020/03/18/reproductive-health-telemedicine-proves-vital-during-covid-19-outbreak/
[2] https://rewire.news/article/2020/03/17/your-questions-about-reproductive-health-during-the-covid-19-pandemic-answered/
[1] https://dontbanequality.com/
[1] https://rewirenews.link/3ai89J6
[1] https://rewire.news/donation/
[1] https://rewire.news/article/2020/03/27/not-the-time-to-play-politics-the-false-premise-behind-texas-anti-abortion-covid-19-order/
[1] https://rewire.bamboohr.com/jobs/view.php?id=3

Top URLs in Tweet in G10:
[2] https://www.who.int/news-room/campaigns/the-health-for-all-film-festival/official-selection-and-awards
[1] https://www.who.int/reproductivehealth/publications/emergencies/COVID-19-SRH/en/
[1] https://fphighimpactpractices.org/guides/family-planning-in-humanitarian-settings/

Top Domains
Top Domains in Tweet in Entire Graph:
[130] twitter.com
[40] iwhc.org
[35] dems.ag
[33] rewire.news
[27] medivizor.com
[26] washingtonpost.com
[25] youtube.com
[21] unfpa.org
[18] nytimes.com
[13] guttmacher.org

Top Domains in Tweet in G2:
[34] dems.ag
[15] twitter.com
[2] virginia.gov
[2] everyaction.com
[1] thedailybeast.com
[1] vice.com
[1] now.org
[1] newsweek.com
[1] emilyslist.org
[1] plannedparenthoodaction.org

Top Domains in Tweet in G3:
[27] medivizor.com
[13] unfpa.org
[9] medium.com
[6] unfoundation.org
[4] twitter.com
[3] blogspot.com
[2] bhekisisa.org
[2] cmaj.ca
[2] apple.news
[2] shareaholic.com

Top Domains in Tweet in G4:
[32] iwhc.org
[26] twitter.com
[11] guttmacher.org
[3] org.au
[3] reprosfightback.com
[3] nytimes.com
[2] rewire.news
[2] demio.com
[1] bmj.com
[1] foreignpolicy.com

Top Domains in Tweet in G5:
[36] twitter.com
[7] unfpa.org
[6] rewire.news
[4] youtube.com
[4] iwhc.org
[4] unfoundation.org
[3] weareplannedparenthood.org
[3] dlvr.it
[3] reuters.com
[3] zoom.us

Top Domains in Tweet in G6:
[1] nytimes.com
[1] rewire.news

Top Domains in Tweet in G7:
[6] twitter.com
[2] linkedin.com
[1] srhm.org
[1] fphighimpactpractices.org
[1] centreforfeministforeignpolicy.org
[1] zoom.us
[1] iwhc.org

Top Domains in Tweet in G8:
[2] qz.com
[1] youtube.com

Top Domains in Tweet in G9:
[14] rewire.news
[5] weareplannedparenthood.org
[2] nytimes.com
[2] twitter.com
[2] iwhc.org
[1] dontbanequality.com
[1] rewirenews.link
[1] bamboohr.com
[1] apple.com
[1] go.com

Top Domains in Tweet in G10:
[3] who.int
[1] fphighimpactpractices.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[496] covid19
[275] fight4her
[149] coronavirus
[131] endglobalgag
[111] globalgagrule
[71] selfmanagedabortion
[69] inmypower
[64] srhr4all
[53] srhr
[52] globalheract



Top Hashtags in Tweet in G1:
[1] internationalwomensday

Top Hashtags in Tweet in G2:
[117] covid19
[2] wedecide2020
[2] tx10
[1] vtpoli
[1] mi03
[1] orpol
[1] womenshistorymonth
[1] reprorights
[1] healthcare
[1] abortionisessential

Top Hashtags in Tweet in G3:
[120] coronavirus
[100] covid19
[33] humanitarian
[6] women
[5] sexual
[5] infertility
[4] srhr
[4] genderequality
[3] womenshealth
[3] covid

Top Hashtags in Tweet in G4:
[269] fight4her
[126] endglobalgag
[106] globalgagrule
[57] inmypower
[53] selfmanagedabortion
[49] globalheract
[43] covid19
[11] srhr
[8] endgagrule
[7] srhr4all

Top Hashtags in Tweet in G5:
[25] covid19
[9] coronavirus
[8] womenshealth
[5] reproductive
[5] health
[5] reproductivehealth
[4] maternalmortality
[3] fertility
[3] infertility
[3] tanka

Top Hashtags in Tweet in G6:
[1] covid19

Top Hashtags in Tweet in G7:
[62] covid19
[18] srhr4all
[11] srhr
[11] webinar
[6] covid2019
[5] sexual
[5] reproductive
[5] covid19ug
[4] genderbasedviolence
[4] hips4fp

Top Hashtags in Tweet in G8:
[9] wtp2020
[7] wtp260
[7] georgia
[4] wtpsenate
[2] oh12
[1] wtpoh2020
[1] covid19

Top Hashtags in Tweet in G9:
[16] covid19
[5] inmypower
[5] selfmanagedabortion
[5] istandwithpphelp
[4] abortionisessential
[2] covidー19
[2] coronavirus
[1] stopthebans
[1] teamlegal
[1] fight4her

Top Hashtags in Tweet in G10:
[35] healthforall
[10] jobalert
[7] covid19
[4] srh
[3] coronavirus
[2] film4health
[1] rights
[1] srhr
[1] pregnancy
[1] breastfeeding

Top Words
Top Words in Tweet in Entire Graph:
[4001] Words in Sentiment List#1: Positive
[4443] Words in Sentiment List#2: Negative
[7] Words in Sentiment List#3: Angry/Violent
[113535] Non-categorized Words
[121979] Total Words
[3709] health
[2813] reproductive
[1058] sexual
[951] care
[874] rights

Top Words in Tweet in G1:
[576] health
[569] berniesanders
[568] women's
[567] right
[567] risk
[566] outrageous
[566] wing
[566] politicians
[566] states
[566] texas

Top Words in Tweet in G2:
[275] health
[247] care
[234] reproductive
[185] ppact
[162] access
[119] democraticags
[117] #covid19
[116] alexismcgill
[89] rights
[88] needed

Top Words in Tweet in G3:
[277] unfpa
[241] health
[217] women
[204] sexual
[187] reproductive
[130] girls
[120] #coronavirus
[100] outbreak
[100] #covid19
[74] access

Top Words in Tweet in G4:
[404] reproductive
[394] health
[269] #fight4her
[234] access
[218] sexual
[178] rights
[142] women
[126] #endglobalgag
[116] everyone
[106] #globalgagrule

Top Words in Tweet in G5:
[291] health
[246] reproductive
[70] care
[56] sexual
[53] women
[37] services
[33] abortion
[31] rights
[30] access
[27] people

Top Words in Tweet in G6:
[127] those
[126] states
[126] exploiting
[126] pandemic
[126] try
[126] ban
[126] abortion
[126] completely
[126] absurd
[126] efforts

Top Words in Tweet in G7:
[131] health
[112] reproductive
[98] sexual
[62] #covid19
[51] srhmjournal
[41] webinar
[38] implications
[35] services
[33] women
[32] rights

Top Words in Tweet in G8:
[169] reproductive
[136] women
[130] health
[104] rights
[69] helenbg12
[62] more
[51] control
[50] movement
[50] saved
[50] lives

Top Words in Tweet in G9:
[113] health
[104] care
[83] reproductive
[64] abortion
[35] essential
[33] know
[30] ppfa
[28] rewire_news
[27] access
[24] sexual

Top Words in Tweet in G10:
[72] health
[42] services
[35] films
[35] shortlisted
[35] video
[35] reports
[35] category
[35] #healthforall
[35] film
[35] festival

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2031] reproductive,health
[788] sexual,reproductive
[717] health,care
[581] women's,health
[572] right,wing
[571] using,crisis
[570] wing,politicians
[570] texas,ohio
[570] risk,women's
[569] outrageous,right

Top Word Pairs in Tweet in G1:
[567] risk,women's
[567] women's,health
[566] outrageous,right
[566] right,wing
[566] wing,politicians
[566] politicians,states
[566] states,texas
[566] texas,ohio
[566] ohio,using
[566] using,crisis

Top Word Pairs in Tweet in G2:
[192] health,care
[112] reproductive,health
[71] access,reproductive
[69] reproductive,rights
[64] appalled,see
[64] see,gop
[64] gop,congressional
[64] congressional,leadership
[64] leadership,hijack
[64] hijack,vital

Top Word Pairs in Tweet in G3:
[163] reproductive,health
[137] sexual,reproductive
[84] #coronavirus,outbreak
[78] women,girls
[59] life,saving
[59] saving,sexual
[58] continue,responding
[58] responding,#coronavirus
[58] outbreak,unfpa
[58] unfpa,calling

Top Word Pairs in Tweet in G4:
[308] reproductive,health
[126] sexual,reproductive
[94] everyone,everywhere
[93] health,rights
[86] health,care
[76] access,reproductive
[72] #fight4her,everyone
[66] human,rights
[57] reproductive,freedom
[56] calling,congress

Top Word Pairs in Tweet in G5:
[187] reproductive,health
[54] health,care
[48] sexual,reproductive
[21] health,rights
[18] covid,19
[16] health,services
[11] really,great
[11] great,job
[10] planned,parenthood
[9] access,reproductive

Top Word Pairs in Tweet in G6:
[126] states,exploiting
[126] exploiting,pandemic
[126] pandemic,try
[126] try,ban
[126] ban,abortion
[126] abortion,completely
[126] completely,absurd
[126] absurd,those
[126] those,efforts
[126] efforts,underline

Top Word Pairs in Tweet in G7:
[110] reproductive,health
[95] sexual,reproductive
[32] health,rights
[21] health,services
[17] webinar,srhmjournal
[17] #covid19,sexual
[16] chilling,webinar
[16] srhmjournal,status
[16] status,implications
[16] implications,#covid19

Top Word Pairs in Tweet in G8:
[93] reproductive,rights
[81] women,health
[50] health,movement
[50] movement,saved
[50] lives,whm
[50] whm,gained
[50] gained,control
[50] control,over
[50] over,reproductive
[50] rights,abortion

Top Word Pairs in Tweet in G9:
[82] reproductive,health
[63] health,care
[23] sexual,reproductive
[16] abortion,care
[14] know,sexual
[13] care,wait
[13] wait,essential
[13] essential,care
[13] care,whether
[13] whether,provide

Top Word Pairs in Tweet in G10:
[35] films,shortlisted
[35] shortlisted,video
[35] video,reports
[35] reports,category
[35] category,#healthforall
[35] #healthforall,film
[35] film,festival
[35] festival,cover
[35] cover,topics
[35] topics,such

Top Replied-To
Top Replied-To in Entire Graph:
@ppact
@srhmjournal
@nygovcuomo
@lmun_ng
@baby_mead0ws
@dailekelleher
@lilagracerose
@billgates
@hawleymo
@gotonura

Top Replied-To in G1:
@carbo_bernie
@mrfiste11306624
@buckeyesbacker1
@berniesanders

Top Replied-To in G2:
@ppact
@alexismcgill
@democraticags
@merrittiufan82

Top Replied-To in G3:
@atayeshe
@unfpa
@democraticags
@zhengruqian

Top Replied-To in G4:
@giftedpwdcentre
@yonderis
@aleopold26
@ipasorg
@iluvmybacons
@ppglobe
@childrenxchoice
@podcastmovement
@drelkak
@srhmjournal

Top Replied-To in G5:
@minasm2014

Top Replied-To in G6:
@ap

Top Replied-To in G7:
@srhmjournal
@avninamin
@dktchangeslives
@unyouthenvoy
@drelkak

Top Replied-To in G8:
@cynblogger
@mikeespyms
@crashingmoonxo

Top Replied-To in G9:
@hatsheup
@liz_wheeler
@freeman_emily88

Top Mentioned
Top Mentioned in Entire Graph:
@berniesanders
@unfpa
@ppact
@lauren_kelley
@democraticags
@alexismcgill
@nicolasturgeon
@cathcalderwood1
@certscotland
@atayeshe

Top Mentioned in G1:
@berniesanders
@k9fanboy
@sensanders
@bossieperson
@patriotbrannon

Top Mentioned in G2:
@ppact
@democraticags
@alexismcgill
@philarballo2020
@naral
@gop
@jeffreyparrisne
@naralvirginia
@nationalnow
@ppaohio

Top Mentioned in G3:
@unfpa
@atayeshe
@univaccessproj
@unfoundation
@medivizor
@unfpardc
@unfpamaldives
@intgenderchamps
@unfpa_esaro
@unfpaasia

Top Mentioned in G4:
@lisamaryanne03
@popconnect
@drtlaleng
@fight4heraz
@shedecideskenya
@ppglobe
@intlwomen
@guttmacher
@shedecidesgfi
@beverly_nkirote

Top Mentioned in G5:

Top Mentioned in G6:
@lauren_kelley
@alexismcgill
@timekiller_s
@ap
@ppact

Top Mentioned in G7:
@srhmjournal
@reprohealthmeg
@dr
@eva_nigeria
@rosebellk
@intee_
@gateorg
@dktchangeslives
@cehurduganda
@avninamin

Top Mentioned in G8:
@helenbg12
@votealaina2020
@ragsii
@sizzlebeauty
@wtp__2020
@friendking582
@ossoff
@cchexcsechotmai
@resisterchic
@small1ldy1

Top Mentioned in G9:
@rewire_news
@ppfa
@nytimes
@rbraceysherman
@heytherehurley
@lauren_kelley
@wedemandjustice
@pprockymountain
@womenhelporg
@abortionfront

Top Mentioned in G10:
@who
@moxamedalu
@hrpresearch
@ayarhep_kenya
@pathtweets
@she_maldives
@hrpr
@drenowawah
@youthdeliver
@ohisd3

Top Tweeters
Top Tweeters in Entire Graph:
@occuworld
@pairsonnalitesa
@rk70534
@solutioneer72
@nilimajumder
@inspiteoftrump
@chug_soylent
@paxnostrum
@yarosisnancy
@padakitty

Top Tweeters in G1:
@rk70534
@n7irl
@ggg_says
@laura78703
@dwatchnews
@stolensweeties
@shift_in2_turbo
@frygerard
@mattygambs1
@shell_loyd

Top Tweeters in G2:
@yarosisnancy
@padakitty
@givemepie360
@owlwoman911_
@itswanda
@penndragonart
@amyayers16
@pgrandee10
@oasismountain
@sba1211

Top Tweeters in G3:
@nembotavy_0101
@kellyclelland1
@nomoreslaves
@abc
@bravosabre
@m7m5ea
@boiarski
@bagaluesunab
@heatherll1981
@judith_black

Top Tweeters in G4:
@sallyrmelb
@the3jsmom
@joanbushur
@ecwpunk81
@mary_swilling
@matbo2
@dvanhook822
@ballerinax
@rleas
@newyorknewart

Top Tweeters in G5:
@occuworld
@pairsonnalitesa
@mtvlebanonnews
@pfanderson
@zeusfanhouse
@beyncecallmedva
@danwibg
@onetokenblack
@jax_inurbox
@kmfdt

Top Tweeters in G6:
@jhamby
@katcapps
@sueleugers
@igallupd
@ap
@kaysey17
@oregonemom
@ilarose
@oldrussetpotato
@youngchris27040

Top Tweeters in G7:
@fireantprincess
@thedewjosh
@korieunfpa
@yuvi_nation
@candice_chirwa
@makahorney
@rosebellk
@nora1419
@cj_kaduru
@bakshiasuman

Top Tweeters in G8:
@carolmaewy
@betsygervasi
@meliorist59
@centsible
@lfkraus
@linda_wed1
@stevepphill
@rosethornne
@krollteri
@small1ldy1

Top Tweeters in G9:
@briangrnotabot
@suzanneinlgb
@nytimes
@debr3322
@kevinrns
@starkman55
@avonan
@molliekatie
@_carja
@bccletts

Top Tweeters in G10:
@nilimajumder
@njmike731
@juanbernalm
@djriveraros
@monitor_ph
@autonomouswolf
@futtarufureytha
@womensally
@mojamesapted
@hcresearcher


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