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planned parenthood_2019-06-19_07-37-49.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
June 19, 2019
Short Description:
planned parenthood via NodeXL http://bit.ly/2XZQz6m
@liveaction
@ppact
@lilagracerose
@ppfa
@lifenewshq
@drleanawen
@realdonaldtrump
@nowthisnews
@govmikehuckabee
@matthewcogdeill

Top hashtags:
#plannedparenthood
#handmaidstale
#elisabethmoss
#anndowd
#prolife

Description:
Description
The graph represents a network of 6,032 Twitter users whose tweets in the requested range contained "planned parenthood", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 19 June 2019 at 14:40 UTC.

The requested start date was Tuesday, 18 June 2019 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 3-day, 20-hour, 50-minute period from Friday, 14 June 2019 at 03:11 UTC to Tuesday, 18 June 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 : 6032
Unique Edges : 6886
Edges With Duplicates : 1095
Total Edges : 7981
Number of Edge Types : 3
Mentions : 6058
Tweet : 1057
Replies to : 866
Self-Loops : 1057
Reciprocated Vertex Pair Ratio : 0.00623538581449727
Reciprocated Edge Ratio : 0.0123934934159566
Connected Components : 1069
Single-Vertex Connected Components : 566
Maximum Vertices in a Connected Component : 3317
Maximum Edges in a Connected Component : 5173
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.46421
Graph Density : 0.000177437571662238
Modularity : 0.797551
NodeXL Version : 1.0.1.413

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[97] https://i-d.vice.com/en_us/article/neakbk/ariana-grande-donates-planned-parenthood?utm_source=idtwitter
[50] https://www.lifenews.com/2019/06/13/landlord-kicks-out-planned-parenthood-ends-lease-for-abortion-business/
[48] https://www.liveaction.org/news/seventh-woman-16-weeks-nyc-planned-parenthood/
[36] https://twitter.com/LilaGraceRose/status/1139587093502390272
[29] https://www.lifesitenews.com/news/david-daleiden-forced-to-pay-195k-fine-over-videos-exposing-planned-parenthood-selling-baby-parts?utm_content=buffer6cd27&utm_medium=LSN&utm_source=lifesitenews%2Btwitter&utm_campaign=LSN
[25] https://www.harpersbazaar.com/culture/film-tv/a27917483/handmaids-tale-planned-parenthood-abortion-psa/
[24] https://www.lifenews.com/2019/06/13/david-daleiden-fined-195000-for-exposing-planned-parenthood-selling-aborted-baby-parts/
[16] https://www.lifenews.com/2019/06/14/planned-parenthood-abortion-clinic-failed-health-inspection-so-badly-it-received-a-60-page-deficiency-report/
[16] https://www.lifenews.com/2019/06/17/planned-parenthood-abortion-clinic-nearly-killed-a-woman-in-a-botched-abortion-lied-to-health-department/
[16] https://www.lifenews.com/2019/06/10/texas-gov-greg-abbott-signs-pro-life-bill-banning-funding-to-planned-parenthood/

Top URLs in Tweet in G1:
[15] https://www.lifenews.com/2019/06/13/david-daleiden-fined-195000-for-exposing-planned-parenthood-selling-aborted-baby-parts/
[13] https://www.harpersbazaar.com/culture/film-tv/a27917483/handmaids-tale-planned-parenthood-abortion-psa/
[12] https://www.operationrescue.org/archives/judge-seals-incriminating-deficiency-report-that-details-abortion-horrors-committed-by-the-st-louis-planned-parenthood/
[9] https://www.lifenews.com/2015/07/23/coca-cola-ford-and-xerox-we-no-longer-donate-to-planned-parenthood-abortion-business/
[9] https://myemail.constantcontact.com/subject.html?soid=1000844617017&aid=xz68_u6I6Rk
[8] https://www.lifesitenews.com/news/david-daleiden-forced-to-pay-195k-fine-over-videos-exposing-planned-parenthood-selling-baby-parts
[7] https://myemail.constantcontact.com/subject.html?soid=1000844617017&aid=EV_XVVFNEXI
[5] https://www.lifesitenews.com/news/david-daleiden-forced-to-pay-195k-fine-over-videos-exposing-planned-parenthood-selling-baby-parts?utm_content=buffer18b6c&utm_medium=WCEA%2BBuffer&utm_source=facebook&utm_campaign=WCEA
[5] https://twitter.com/sameoldgreg/status/1140265005352251392
[4] https://abcnews.go.com/GMA/Culture/ariana-grande-donates-250000-planned-parenthood/story?id=63659647

Top URLs in Tweet in G2:
[40] https://www.lifenews.com/2019/06/13/landlord-kicks-out-planned-parenthood-ends-lease-for-abortion-business/
[31] https://twitter.com/LilaGraceRose/status/1139587093502390272
[15] https://www.lifenews.com/2019/06/17/planned-parenthood-abortion-clinic-nearly-killed-a-woman-in-a-botched-abortion-lied-to-health-department/
[15] https://www.lifenews.com/2019/06/10/texas-gov-greg-abbott-signs-pro-life-bill-banning-funding-to-planned-parenthood/
[12] https://www.lifenews.com/2019/06/14/planned-parenthood-abortion-clinic-failed-health-inspection-so-badly-it-received-a-60-page-deficiency-report/
[9] https://dailycaller.com/2019/06/16/leana-wen-abortion-survivors/
[6] https://www.lifenews.com/2019/06/14/elizabeth-warren-and-kamala-harris-will-celebrate-abortion-at-planned-parenthood-forum/
[5] https://www.lifenews.com/2019/06/13/david-daleiden-fined-195000-for-exposing-planned-parenthood-selling-aborted-baby-parts/
[4] https://www.lifenews.com/2019/06/17/woman-who-survived-abortion-challenges-planned-parenthood-why-dont-you-trust-women-like-me/
[3] https://familycouncil.org/?p=18062

Top URLs in Tweet in G3:
[43] https://www.liveaction.org/news/seventh-woman-16-weeks-nyc-planned-parenthood/
[3] https://theiowastandard.com/did-you-know-planned-parenthood-agreed-life-begins-at-conception-in-1951/
[2] https://www.operationrescue.org/archives/judge-seals-incriminating-deficiency-report-that-details-abortion-horrors-committed-by-the-st-louis-planned-parenthood/
[2] https://www.lifenews.com/2019/06/14/planned-parenthood-headquarters-injures-7-women-in-botched-abortions-in-6-weeks/#.XQPMI5whxnY.twitter
[2] http://christsfaithfulwitness.blogspot.com/2015/11/planned-parenthood-is-americas-giant.html#.VkfqkbT0iIk
[2] https://www.lifenews.com/2019/01/18/federal-appeals-court-rules-videos-exposing-planned-parenthood-selling-baby-parts-not-deceptively-edited/
[2] https://www.lifenews.com/2019/06/14/planned-parenthood-headquarters-injures-7-women-in-botched-abortions-in-6-weeks/
[1] https://www.liveaction.org/news/every-12-days-ny-planned-parenthood-ambulance/?utm_content=91606245&utm_medium=social&utm_source=twitter&hss_channel=tw-18001922
[1] https://www.liveaction.org/news/17-year-old-roselle-planned-parenthood-abortion/?utm_content=92454468&utm_medium=social&utm_source=twitter&hss_channel=tw-18001922
[1] https://www.liveaction.org/news/former-planned-parenthood-worker-trouble-chose-life?utm_content=93556698&utm_medium=social&utm_source=twitter&hss_channel=tw-18001922

Top URLs in Tweet in G4:
[9] https://www.lifenews.com/2019/06/13/landlord-kicks-out-planned-parenthood-ends-lease-for-abortion-business/#.XQLBbuCYdNU.twitter
[4] https://www.lifenews.com/2019/06/13/landlord-kicks-out-planned-parenthood-ends-lease-for-abortion-business/
[3] https://www.lifenews.com/2019/06/13/david-daleiden-fined-195000-for-exposing-planned-parenthood-selling-aborted-baby-parts/#.XQOTy_j5oVU.twitter
[2] https://www.liveaction.org/news/seventh-woman-16-weeks-nyc-planned-parenthood/
[2] https://studentsforlife.org/2019/06/17/pro-life-groups-are-rallying-against-planned-parenthoods-2020-candidate-forum/
[2] https://twitter.com/KristanHawkins/status/1138124186851979272
[2] https://twitter.com/LilaGraceRose/status/1139587093502390272
[2] https://www.christianheadlines.com/contributors/scott-slayton/court-orders-david-daleiden-to-pay-195-000-over-censored-planned-parenthood-videos.html?utm_source=twitter&utm_medium=twpage&utm_campaign=chtweet
[2] https://www.christianpost.com/news/david-daleiden-fined-195000-court-battle-censored-planned-parenthood-footage.html
[1] http://bit.ly/2xsfVB5

Top URLs in Tweet in G6:
[97] https://i-d.vice.com/en_us/article/neakbk/ariana-grande-donates-planned-parenthood?utm_source=idtwitter
[5] https://people.com/music/ariana-grande-donates-concert-proceeds-to-planned-parenthood/?utm_source=twitter.com&utm_medium=social&utm_campaign=peoplemagazine&xid=socialflow_twitter_peoplemag
[5] https://www.weareplannedparenthood.org/onlineactions/HSJXEyITVkyl51olhyKFlQ2?mobileAdsTest=A
[3] http://www.papermag.com/ariana-grande-planned-parenthood-2638791436.html
[3] https://www.foxnews.com/entertainment/ariana-grande-planned-parenthood-donation
[3] https://friendlyatheist.patheos.com/2018/03/08/an-evangelical-pastors-ex-wife-is-finally-talking-about-how-he-abused-her/
[2] http://www.papermag.com/planned-parenthood-bans-off-my-body-2638895279.html
[2] https://www.theepochtimes.com/parents-pressure-schools-to-remove-planned-parenthood-curriculum_2957555.html
[2] https://pitchfork.com/news/ariana-grande-donates-atlanta-concert-proceeds-to-planned-parenthood/?utm_brand=p4k&utm_source=twitter&mbid=social_twitter&utm_social-type=owned&utm_medium=social
[2] https://consequenceofsound.net/2019/06/ariana-grande-donation-planned-parenthood/

Top URLs in Tweet in G7:
[2] https://thehill.com/policy/healthcare/244448-senate-dems-rebuke-gops-over-the-counter-birth-control-bill
[1] https://www.liveaction.org/news/seventh-woman-16-weeks-nyc-planned-parenthood/
[1] https://www.youtube.com/user/centerformedprogress/videos
[1] https://twitter.com/BarbraStreisand/status/1129129702382276609
[1] https://www.lifenews.com/2019/06/17/planned-parenthood-abortion-clinic-nearly-killed-a-woman-in-a-botched-abortion-lied-to-health-department/
[1] https://twitter.com/LilaGraceRose/status/1139587093502390272
[1] https://www.latimes.com/politics/la-pol-kamala-harris-planned-parenthood-20160407-story.html
[1] https://www.lifenews.com/2016/04/07/planned-parenthood-donated-81000-to-kamala-harris-who-ransacked-david-daleidens-home/#.XQFvRQiZjIQ.twitter
[1] https://twitter.com/oann/status/1138835674767941632
[1] https://www.lifenews.com/2019/06/13/landlord-kicks-out-planned-parenthood-ends-lease-for-abortion-business/

Top URLs in Tweet in G8:
[2] https://www.buzzfeed.com/eleanorbate/ariana-grande-donated-tour-profits-planned-parenthood?bftwnews&utm_term=4ldqpgc#4ldqpgc
[1] https://yahoo.trib.al/hwGRsta

Top URLs in Tweet in G9:
[4] https://thefederalist.com/2019/06/13/pregnant-teen-sleeping-older-men-planned-parenthood-failed/
[4] https://www.lifenews.com/2015/07/23/coca-cola-ford-and-xerox-we-no-longer-donate-to-planned-parenthood-abortion-business/
[1] https://www1.cbn.com/cbnnews/us/2019/may/a-huge-pro-life-crescendo-at-the-us-supreme-court-but-is-there-really-a-reason-to-hope
[1] https://www.dailysignal.com/2019/06/13/planned-parenthood-suing-trump-administration-over-conscience-rule-for-abortions/?utm_medium=social&utm_source=twitter&utm_campaign=tds-tw
[1] https://www.lifenews.com/2019/06/13/landlord-kicks-out-planned-parenthood-ends-lease-for-abortion-business/#.XQJq4_dLKAI.twitter
[1] https://www.dailysignal.com/2019/06/13/planned-parenthood-suing-trump-administration-over-conscience-rule-for-abortions/
[1] https://www.nytimes.com/2019/06/13/opinion/pramila-jayapal-abortion.html?action=click&module=Opinion&pgtype=Homepage
[1] https://www.nytimes.com/2019/06/11/opinion/abortion-rape-incest-exception.html?searchResultPosition=26
[1] https://www.nytimes.com/2019/06/06/opinion/kamala-harris-abortion.html?searchResultPosition=115
[1] https://thefederalist.com/2019/06/13/pregnant-teen-sleeping-older-men-planned-parenthood-failed/#.XQMUdq9SkCw.twitter

Top URLs in Tweet in G10:
[1] https://www.teaparty.org/planned-parenthood-bought-prostitutes-for-staff-donors-guests-367020/
[1] https://dailycaller.com/2018/03/23/trump-gop-omnibus-planned-parenthood/
[1] https://twitter.com/BreitbartNews/status/1139586218612744192
[1] https://www.vox.com/identities/2017/3/17/14942772/planned-parenthood-defund-tom-price-dana-bash-counties-list

Top Domains
Top Domains in Tweet in Entire Graph:
[244] lifenews.com
[175] twitter.com
[97] vice.com
[70] lifesitenews.com
[63] liveaction.org
[53] harpersbazaar.com
[48] youtube.com
[21] vanityfair.com
[20] operationrescue.org
[20] constantcontact.com

Top Domains in Tweet in G1:
[71] lifenews.com
[65] twitter.com
[24] lifesitenews.com
[23] harpersbazaar.com
[17] youtube.com
[17] operationrescue.org
[16] constantcontact.com
[15] careerarc.com
[13] facebook.com
[9] cbn.com

Top Domains in Tweet in G2:
[113] lifenews.com
[34] twitter.com
[9] dailycaller.com
[4] weareplannedparenthoodaction.org
[3] familycouncil.org
[2] bit.ly
[2] lifesitenews.com
[2] nationalrighttolifenews.org
[2] liveaction.org
[2] abortionworker.com

Top Domains in Tweet in G3:
[46] liveaction.org
[10] lifenews.com
[3] operationrescue.org
[3] theiowastandard.com
[3] lifesitenews.com
[3] twitter.com
[2] sba-list.org
[2] blogspot.com
[1] hubs.ly
[1] harpersbazaar.com

Top Domains in Tweet in G4:
[16] lifenews.com
[5] twitter.com
[3] christianheadlines.com
[2] gofundme.com
[2] liveaction.org
[2] studentsforlife.org
[2] lifesitenews.com
[2] christianpost.com
[1] bit.ly
[1] dailymemphian.com

Top Domains in Tweet in G6:
[97] vice.com
[7] weareplannedparenthood.org
[5] papermag.com
[5] people.com
[3] nonprofitquarterly.org
[3] lifenews.com
[3] foxnews.com
[3] patheos.com
[2] twitter.com
[2] theepochtimes.com

Top Domains in Tweet in G7:
[4] twitter.com
[3] lifenews.com
[2] thehill.com
[1] liveaction.org
[1] youtube.com
[1] latimes.com
[1] deal.it
[1] forbes.com
[1] evil.news
[1] politifact.com

Top Domains in Tweet in G8:
[2] buzzfeed.com
[1] trib.al

Top Domains in Tweet in G9:
[5] thefederalist.com
[5] lifenews.com
[3] nytimes.com
[2] dailysignal.com
[1] cbn.com

Top Domains in Tweet in G10:
[1] teaparty.org
[1] dailycaller.com
[1] twitter.com
[1] vox.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[35] plannedparenthood
[34] handmaidstale
[30] elisabethmoss
[30] anndowd
[28] prolife
[22] defundpp
[17] atlanta
[16] sixwordhorror
[16] immigrantheritagemonth
[14] ffs



Top Hashtags in Tweet in G1:
[7] defundpp
[5] plannedparenthood
[4] prolife
[4] medicalassistant
[4] ma
[4] healthcare
[3] resist
[3] medassist
[2] youneedtocalmdown
[2] maga

Top Hashtags in Tweet in G2:
[8] sixwordhorror
[5] aag
[5] wedecide
[4] prolife
[3] arnews
[3] istandwithpp
[2] defundpp
[2] bansoffmybody
[2] putpatientsfirst
[2] iwd2019

Top Hashtags in Tweet in G3:
[8] plannedparenthood
[7] defundpp
[4] shutthemdown
[4] prolife
[3] resignbriansims
[3] protectlife
[2] sixwordhorror
[2] abortionisnotsafe
[2] didyouknow
[2] humanlife

Top Hashtags in Tweet in G4:
[1] defundpp
[1] lifecensored
[1] stopinfanticide
[1] prolifeprowoman
[1] mondaythoughts
[1] factsmatter

Top Hashtags in Tweet in G6:
[17] atlanta
[6] plannedparenthood
[5] sweetenerworldtour
[2] prochoice
[2] defundplannedparenthood
[2] california
[1] thisishealthcare
[1] womenshealthweek
[1] istandwithpp
[1] stopthebans

Top Hashtags in Tweet in G7:
[2] trump
[2] maga
[1] plannedparenthood
[1] abortionisnothealthcare
[1] evilpeople
[1] abortionismurder
[1] thursdaythoughts
[1] roevwade
[1] defundpp
[1] dipshitsfordemocrats

Top Hashtags in Tweet in G8:
[1] arianagrande
[1] prolife
[1] think
[1] maga2020

Top Hashtags in Tweet in G10:
[1] misternopercent
[1] bebest
[1] trump
[1] qanon
[1] breaking
[1] crazystupid
[1] democrat
[1] nodemocrats

Top Words
Top Words in Tweet in Entire Graph:
[2574] Words in Sentiment List#1: Positive
[3309] Words in Sentiment List#2: Negative
[79] Words in Sentiment List#3: Angry/Violent
[109400] Non-categorized Words
[115283] Total Words
[4407] planned
[4312] parenthood
[957] abortion
[425] women
[400] out

Top Words in Tweet in G1:
[562] planned
[551] parenthood
[122] abortion
[67] s
[59] baby
[49] parts
[48] david
[47] daleiden
[43] over
[41] selling

Top Words in Tweet in G2:
[400] planned
[393] parenthood
[218] lifenewshq
[193] abortion
[193] drleanawen
[191] care
[182] want
[147] ppact
[144] health
[119] more

Top Words in Tweet in G3:
[370] planned
[360] parenthood
[270] liveaction
[195] year
[170] sexual
[169] abuse
[169] survivors
[169] happens
[168] treat
[168] watch

Top Words in Tweet in G4:
[376] planned
[374] parenthood
[276] lilagracerose
[162] david
[162] daleiden
[162] baby
[161] parts
[156] despite
[156] body
[156] media

Top Words in Tweet in G5:
[294] stop
[294] screening
[293] low
[293] income
[293] americans
[293] defunding
[293] planned
[293] parenthood
[293] std
[293] testing

Top Words in Tweet in G6:
[224] planned
[214] parenthood
[176] ppfa
[170] arianagrande
[132] 000
[125] 250
[116] donates
[97] i_d
[39] proceeds
[32] concert

Top Words in Tweet in G7:
[175] planned
[175] parenthood
[62] aoc
[55] realdonaldtrump
[49] kamalaharris
[40] ayannapressley
[31] matthewcogdeill
[29] babies
[28] black
[28] control

Top Words in Tweet in G8:
[245] planned
[243] parenthood
[237] ariana
[235] donated
[233] nowthisnews
[232] georgia
[232] concert
[232] proceeds
[231] 250k
[6] 300

Top Words in Tweet in G9:
[175] planned
[174] parenthood
[159] abortion
[141] business
[137] great
[137] news
[137] out
[136] govmikehuckabee
[136] home
[136] state

Top Words in Tweet in G10:
[20] planned
[20] parenthood
[9] potus
[7] babies
[6] s
[5] money
[5] whatznextfolks
[4] ericswalwell
[4] joebiden
[4] abortion

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[4295] planned,parenthood
[306] low,income
[303] defunding,planned
[301] std,testing
[298] sex,education
[296] david,daleiden
[296] cancer,screening
[295] parenthood,stop
[294] education,programs
[293] income,americans

Top Word Pairs in Tweet in G1:
[545] planned,parenthood
[47] david,daleiden
[44] baby,parts
[35] parenthood,selling
[33] exposing,planned
[26] daleiden,fined
[25] 195,000
[24] deficiency,report
[22] aborted,baby
[22] st,louis

Top Word Pairs in Tweet in G2:
[392] planned,parenthood
[122] health,care
[116] parenthood,founded
[109] more,100
[109] 100,years
[109] years,ago
[109] ago,planned
[106] founded,simple
[106] simple,idea
[106] idea,bodies

Top Word Pairs in Tweet in G3:
[360] planned,parenthood
[169] liveaction,planned
[168] parenthood,treat
[168] treat,survivors
[168] survivors,sexual
[168] sexual,abuse
[168] abuse,watch
[168] watch,happens
[168] happens,14
[168] 14,year

Top Word Pairs in Tweet in G4:
[374] planned,parenthood
[162] david,daleiden
[156] baby,body
[156] body,parts
[155] daleiden,bravely
[155] bravely,exposed
[155] exposed,brutal
[155] brutal,trafficking
[155] trafficking,baby
[155] parts,planned

Top Word Pairs in Tweet in G5:
[293] low,income
[293] income,americans
[293] americans,defunding
[293] defunding,planned
[293] planned,parenthood
[293] parenthood,stop
[293] stop,std
[293] std,testing
[293] testing,sex
[293] sex,education

Top Word Pairs in Tweet in G6:
[212] planned,parenthood
[125] 250,000
[111] arianagrande,donates
[104] donates,250
[101] 000,planned
[101] parenthood,ppfa
[97] i_d,arianagrande
[20] arianagrande,donated
[17] ppfa,planned
[17] grammy,winner

Top Word Pairs in Tweet in G7:
[175] planned,parenthood
[34] aoc,ayannapressley
[26] birth,control
[19] matthewcogdeill,realdonaldtrump
[13] maybe,governorva
[13] governorva,wanting
[13] wanting,continue
[13] continue,'aid'
[13] 'aid',planned
[13] parenthood,ppact

Top Word Pairs in Tweet in G8:
[243] planned,parenthood
[231] ariana,donated
[231] donated,250k
[231] 250k,georgia
[231] georgia,concert
[231] concert,proceeds
[231] proceeds,planned
[227] nowthisnews,ariana
[6] 300,000
[4] ariana,reportedly

Top Word Pairs in Tweet in G9:
[174] planned,parenthood
[140] abortion,business
[137] great,news
[136] news,home
[136] home,state
[136] state,landlord
[136] landlord,kicks
[136] kicks,out
[136] out,planned
[136] parenthood,ends

Top Word Pairs in Tweet in G10:
[20] planned,parenthood
[4] reviewresist,beg1girl
[4] beg1girl,whatznextfolks
[4] whatznextfolks,realdonaldtrump
[4] realdonaldtrump,potus
[4] potus,dawg_lb
[4] dawg_lb,magagoldhat
[4] magagoldhat,flmel69
[4] flmel69,annaapp91838450
[2] ericswalwell,going

Top Replied-To
Top Replied-To in Entire Graph:
@kamalaharris
@aoc
@alyssa_milano
@ppfa
@drleanawen
@lilagracerose
@ppact
@pastorlocke
@hillaryclinton
@realdonaldtrump

Top Replied-To in G2:
@drleanawen
@ppact
@lifenewshq
@dbongino
@13wjm
@kamalaharris
@dailycaller
@_ashleybratcher
@rednaxellaurent
@abbyjohnson

Top Replied-To in G3:
@liveaction
@teenvogue
@belle4beau
@ppact
@votetrumpusa
@lilagracerose
@atheistengineer
@drleanawen
@disabled_mabel
@ararae0507

Top Replied-To in G4:
@lilagracerose
@lisastark351
@groucholiz
@governortomwolf
@admiral_nick
@asterismss
@bhickey_brian
@rstefens
@alby_tross
@aaron_crayne

Top Replied-To in G6:
@ppfa
@pastorlocke
@sameoldgreg
@arianagrande
@l0vingnature
@lovinmybutera
@thistallawkgirl
@raffyg93
@imaginerems
@cjgr04

Top Replied-To in G7:
@kamalaharris
@aoc
@berniesanders
@realdonaldtrump
@ayannapressley
@bobbally
@ilhanmn
@markruffalo
@mirandayaver
@rewire_news

Top Replied-To in G8:
@nowthisnews
@gillianc76
@noothan04
@derekmcphee
@marycontrarynn
@tikigigi
@kingwhite780

Top Replied-To in G9:
@learning2fly6
@gail_gw
@mandygall7
@ladowd
@govmikehuckabee

Top Replied-To in G10:
@ericswalwell
@joebiden
@reviewresist
@13_cupcakes
@leighellene
@kag4all
@lovebling6
@penguinlast
@loriinutah
@martinpepper

Top Mentioned
Top Mentioned in Entire Graph:
@liveaction
@makeitrayn_
@lilagracerose
@lifenewshq
@nowthisnews
@drleanawen
@ppact
@ppfa
@arianagrande
@govmikehuckabee

Top Mentioned in G1:
@antonecafe
@aditinnnn
@anfiesta
@doo2jen
@john00motus
@kissedafrog
@occupybawlstree
@intlluxuryre
@chidambara09
@33_facts

Top Mentioned in G2:
@lifenewshq
@drleanawen
@ppact
@gregabbott_tx
@mileycyrus
@liveaction
@liz_wheeler
@abbyjohnson
@larryobhof
@unplannedmovie

Top Mentioned in G3:
@liveaction
@liveactionnews
@operationrescue
@secularprolife
@sullengercheryl
@kevinjjones
@lifenewshq
@sbalist
@lilagracerose

Top Mentioned in G4:
@lilagracerose
@studentsforlife
@liveaction
@40daysforlife
@lifenewshq
@twitter
@txvalues
@drawandstrike
@winstoncovfefe
@sfpd

Top Mentioned in G5:
@makeitrayn_

Top Mentioned in G6:
@arianagrande
@ppfa
@i_d
@recordingacad
@drleanawen
@ppact
@citizengo
@pastorlocke
@popcrave
@people

Top Mentioned in G7:
@realdonaldtrump
@ayannapressley
@aoc
@matthewcogdeill
@kamalaharris
@governorva
@ppact
@berniesanders
@corybooker
@pattymurray

Top Mentioned in G8:
@nowthisnews
@aclu
@buzzfeednews
@noothan04
@cerebralazasin
@kathykltran
@drleanawen
@arianagrande

Top Mentioned in G9:
@govmikehuckabee
@learning2fly6
@fdrlst
@dailysignal
@coleah
@lilagracerose
@ladowd
@judiehall9
@johnddavidson
@post_abortive87

Top Mentioned in G10:
@potus
@whatznextfolks
@beg1girl
@realdonaldtrump
@dawg_lb
@magagoldhat
@flmel69
@annaapp91838450
@reneecarrollaz
@ericswalwell

Top Tweeters
Top Tweeters in Entire Graph:
@occuworld
@the_news_diva
@commonpatriot
@joefreedomlove
@jjauthor
@blkberrycastle
@chidambara09
@israelnewslinks
@michael2014abc
@pas5974

Top Tweeters in G1:
@occuworld
@blkberrycastle
@chidambara09
@libertea2012
@hedgebz
@shirleycolleen
@kin2souls
@bkaysac
@ibangel
@dian5

Top Tweeters in G2:
@sustain05
@girlzinger
@hambysr
@len21878832
@sba1211
@noybsk2017
@vrwctexan
@texastweetybird
@terrigreenusa
@dailycaller

Top Tweeters in G3:
@testisfidelis
@pimenov_lia
@thomas_195813
@dej388
@pewsitter
@pmatons
@travlyngirl
@les_deplorable
@trumpsupport13
@voices365

Top Tweeters in G4:
@drawandstrike
@misstree18
@calling12001
@elainefox
@dolphsteelbear
@paul4better
@smokenmirrors71
@carolannlemon1
@thespiritof02
@nozze89

Top Tweeters in G5:
@brookelynnraee
@adreannayoung_
@haleywells28
@anissaabril
@tikaliciousss
@alaine_jay
@tyleranne23
@kyrababy27
@kimberlaaay__
@komoreeebi

Top Tweeters in G6:
@spanishcountry
@people
@popsugar
@moonlightpandas
@favoriterecord
@mrossano6970
@consequence
@epochtimes
@blue1harry1tims
@sarcastic_soul_

Top Tweeters in G7:
@jjauthor
@riskyliberal
@chatbycc
@danegerus
@lrihendry
@huffpostpol
@realerincruz
@misterdish69
@yahoonews
@drfessel

Top Tweeters in G8:
@lisakbromley
@msjbe20a
@kskm3
@sunjayjk
@mdp4202
@forcingdebnam
@denali99
@buzzfeednews
@robinaskaur1990
@scoobylady27

Top Tweeters in G9:
@pudingtane
@drwilda
@mamamadisons
@dennygirltwo
@edwinajune
@catfishgirl73
@kelly_ramona
@nytopinion
@boomer_patriot
@ryoatl

Top Tweeters in G10:
@reneecarrollaz
@gaetasusan
@superyayadize
@kag4all
@barracuda_bella
@leahr77
@appsame
@lvnancy
@baalter
@katthehammer1


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