sciam, Twitter, 10/27/2019 8:18:26 PM, 214489


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sciam_2019-10-27_12-56-18.xlsx
sciam_2019-10-27_12-56-18.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 27, 2019
Short Description:
sciam via NodeXL http://bit.ly/2on4fMp
@sciam
@nyledimarco
@arghavan_salles
@notsoniceguyhi
@applechuupie
@glassimpulse
@stevia333
@assffqee
@sophiebushwick
@adrparsons

Top hashtags:
#metoo
#health
#science
#healthtech
#digitalhealth
#climatechange
#sciam
#healthcare

Description:
Description
The graph represents a network of 4,346 Twitter users whose tweets in the requested range contained "sciam", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 27 October 2019 at 19:57 UTC.

The requested start date was Sunday, 27 October 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 3-day, 3-hour, 52-minute period from Wednesday, 23 October 2019 at 19:59 UTC to Saturday, 26 October 2019 at 23:51 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 : 4346
Unique Edges : 5718
Edges With Duplicates : 3722
Total Edges : 9440
Number of Edge Types : 3
Mentions : 7574
Replies to : 1417
Tweet : 449
Self-Loops : 449
Reciprocated Vertex Pair Ratio : 0.0352203280797684
Reciprocated Edge Ratio : 0.0680441199316452
Connected Components : 271
Single-Vertex Connected Components : 190
Maximum Vertices in a Connected Component : 3892
Maximum Edges in a Connected Component : 8951
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.091415
Graph Density : 0.000340881950626398
Modularity : 0.516147
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 4,346 Twitter users whose tweets in the requested range contained "sciam", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 27 October 2019 at 19:57 UTC.

The requested start date was Sunday, 27 October 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 3-day, 3-hour, 52-minute period from Wednesday, 23 October 2019 at 19:59 UTC to Saturday, 26 October 2019 at 23:51 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 : sciam
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:
[739] https://twitter.com/sciam/status/1186291957099831296
[102] https://www.scientificamerican.com/article/the-u-s-should-tighten-vaccination-mandates/?utm_medium=social&utm_content=organic&utm_source=twitter&utm_campaign=SciAm_&sf221943268=1
[58] https://www.scientificamerican.com/article/molecules-in-blood-spike-hours-before-seizures/?utm_medium=social&utm_content=organic&utm_source=twitter&utm_campaign=SciAm_&sf221793139=1
[48] https://www.scientificamerican.com/article/dinosaur-killing-meteorite-caused-acidification-that-led-to-mass-extinction/?utm_medium=social&utm_content=organic&utm_source=twitter&utm_campaign=SciAm_&sf222177728=1
[37] https://www.scientificamerican.com/article/scientists-program-crispr-to-fight-viruses-in-human-cells/
[35] https://www.scientificamerican.com/article/hands-on-with-googles-quantum-computer/?utm_medium=social&utm_content=organic&utm_source=twitter&utm_campaign=SciAm_&sf222175251=1
[29] https://blogs.scientificamerican.com/observations/we-have-no-reason-to-believe-5g-is-safe/?amp
[24] https://idp.scientificamerican.com/authorize/?response_type=cookie&client_id=sciam&redirect_uri=https%3A%2F%2Fwww.scientificamerican.com%2Farticle%2Fsocial-media-has-not-destroyed-a-generation%2F
[21] https://blogs.scientificamerican.com/voices/the-woman-who-founded-industrial-medicine/
[19] https://twitter.com/sciam/status/1187851368176013324

Top URLs in Tweet in G1:
[93] https://www.scientificamerican.com/article/the-u-s-should-tighten-vaccination-mandates/?utm_medium=social&utm_content=organic&utm_source=twitter&utm_campaign=SciAm_&sf221943268=1
[50] https://www.scientificamerican.com/article/molecules-in-blood-spike-hours-before-seizures/?utm_medium=social&utm_content=organic&utm_source=twitter&utm_campaign=SciAm_&sf221793139=1
[41] https://www.scientificamerican.com/article/dinosaur-killing-meteorite-caused-acidification-that-led-to-mass-extinction/?utm_medium=social&utm_content=organic&utm_source=twitter&utm_campaign=SciAm_&sf222177728=1
[35] https://www.scientificamerican.com/article/scientists-program-crispr-to-fight-viruses-in-human-cells/
[29] https://www.scientificamerican.com/article/hands-on-with-googles-quantum-computer/?utm_medium=social&utm_content=organic&utm_source=twitter&utm_campaign=SciAm_&sf222175251=1
[24] https://blogs.scientificamerican.com/observations/we-have-no-reason-to-believe-5g-is-safe/?amp
[17] https://blogs.scientificamerican.com/voices/the-woman-who-founded-industrial-medicine/
[16] https://idp.scientificamerican.com/authorize/?response_type=cookie&client_id=sciam&redirect_uri=https%3A%2F%2Fwww.scientificamerican.com%2Farticle%2Fsocial-media-has-not-destroyed-a-generation%2F
[12] https://www.scientificamerican.com/article/hands-on-with-googles-quantum-computer/?amp
[12] https://blogs.scientificamerican.com/cross-check/free-will-is-real/?amp

Top URLs in Tweet in G2:
[470] https://twitter.com/sciam/status/1186291957099831296

Top URLs in Tweet in G3:
[27] https://twitter.com/sciam/status/1186291957099831296
[1] https://twitter.com/i/web/status/1187356044202258433
[1] https://twitter.com/i/web/status/1187186122083852288
[1] https://twitter.com/i/web/status/1187183414471876608
[1] https://twitter.com/i/web/status/1186751510002176001
[1] https://twitter.com/i/web/status/1186701760213278720
[1] https://twitter.com/i/web/status/1186752968642695169
[1] https://twitter.com/i/web/status/1186742868611944454
[1] https://twitter.com/i/web/status/1186750383911329794
[1] https://twitter.com/i/web/status/1187491537615233024

Top URLs in Tweet in G4:
[3] https://blogs.scientificamerican.com/voices/sexual-harassment-is-still-the-norm-in-health-care/
[2] https://www.scientificamerican.com/article/two-strains-of-polio-down-one-to-go1/?amp;text=Two
[1] https://www.scientificamerican.com/article/dinosaur-killing-meteorite-caused-acidification-that-led-to-mass-extinction/?utm_medium=social&utm_content=organic&utm_source=twitter&utm_campaign=SciAm_&sf222177728=1
[1] https://www.scientificamerican.com/article/hands-on-with-googles-quantum-computer/?utm_medium=social&utm_content=organic&utm_source=twitter&utm_campaign=SciAm_&sf222175251=1
[1] https://www.scientificamerican.com/article/molecules-in-blood-spike-hours-before-seizures/?utm_medium=social&utm_content=organic&utm_source=twitter&utm_campaign=SciAm_&sf221793139=1
[1] https://twitter.com/i/web/status/1187847041822679040
[1] https://twitter.com/i/web/status/1187957037205876736
[1] https://twitter.com/i/web/status/1187881463041052672
[1] https://twitter.com/i/web/status/1187582145092575233
[1] https://twitter.com/i/web/status/1187549199035965440

Top URLs in Tweet in G5:
[85] https://twitter.com/sciam/status/1186291957099831296
[9] https://twitter.com/sciam/status/1187715500589174785
[8] https://twitter.com/sciam/status/1187813578222387200
[8] https://twitter.com/sciam/status/1188168455880691713
[5] https://twitter.com/sciam/status/1187851368176013324
[4] http://sciam.uol.com.br/nova-tecnica-de-edicao-genetica-pode-consertar-defeitos-com-menores-chances-de-erros/
[4] https://twitter.com/sciam/status/1188108020049424385
[3] http://sciam.uol.com.br/google-afirma-ter-atingido-a-supremacia-quantica/
[3] https://twitter.com/sciam/status/1187141688105590785
[3] https://twitter.com/sciam/status/1187383290220683264

Top URLs in Tweet in G6:
[7] https://www.scientificamerican.com/article/this-video-watches-you-back/
[5] https://www.scientificamerican.com/article/the-u-s-should-tighten-vaccination-mandates/?utm_medium=social&utm_content=organic&utm_source=twitter&utm_campaign=SciAm_&sf221943268=1
[4] https://www.scientificamerican.com/article/molecules-in-blood-spike-hours-before-seizures/?utm_medium=social&utm_content=organic&utm_source=twitter&utm_campaign=SciAm_&sf221793139=1
[3] https://www.scientificamerican.com/article/hands-on-with-googles-quantum-computer/?utm_medium=social&utm_content=organic&utm_source=twitter&utm_campaign=SciAm_&sf222175251=1
[3] https://www.scientificamerican.com/article/hands-on-with-googles-quantum-computer/?amp
[3] https://www.scientificamerican.com/article/racial-bias-found-in-a-major-health-care-risk-algorithm/?amp
[1] https://twitter.com/i/web/status/1187795186962894848
[1] http://104.131.1.231/tiny/custom_domain_redirect/scifri.me/s82
[1] https://twitter.com/i/web/status/1187794501399658496
[1] https://www.scientificamerican.com/page/newsletter-sign-up/?origincode=2017_sciam_tw-health&utm_source=twitter&utm_medium=social&utm_campaign=lead-ads&utm_content=link&utm_term=SA_ENGMT_Newsletter&utm_medium=social&utm_content=organic&utm_source=twitter&utm_campaign=SciAm_&sf221185581=1

Top URLs in Tweet in G7:
[2] http://papers.ssrn.com/sol3/papers.cfm?abstract_id=3458972
[2] https://babyawacs.wordpress.com/2019/10/24/sciam-naturephysics-nature-wired-wireduk-qubit-fix-https-poseidon01-ssrn-com-delivery-phpid10411909810202600312206509301410400704206806900304902012609101908712011310300708802804201305503500/
[2] https://babyawacs.wordpress.com/2019/10/24/sciam-nature-naturephysics-natureelectron-lhc-brookhavenlab-ornl-ssrn-christian-kiss-foundations-of-qubit-c-onstruction-wired-wireduk-ieee-ieeespectrum-energy-losalamosnatlab%e2%80%8e/
[2] https://en.wikipedia.org/wiki/Olympiad
[1] https://twitter.com/DavidLWindt/status/1177328080127430656
[1] https://www.scientificamerican.com/article/the-ocean-is-running-out-of-breath-scientists-warn/
[1] https://twitter.com/DavidLWindt/status/1188113506140348423
[1] https://twitter.com/DavidLWindt/status/1177336436665794561
[1] https://theconversation.com/arctic-ice-loss-is-worrying-but-the-giant-stirring-in-the-south-could-be-even-worse-119822?utm_source=twitter&utm_medium=twitterbutton
[1] https://www.politico.com/news/2019/10/15/im-standing-here-in-the-middle-of-climate-change-how-usda-fails-farmers-043615

Top URLs in Tweet in G8:
[3] https://idp.scientificamerican.com/authorize/?response_type=cookie&client_id=sciam&redirect_uri=https%3A%2F%2Fwww.scientificamerican.com%2Farticle%2Fsocial-media-has-not-destroyed-a-generation%2F
[2] https://idp.scientificamerican.com/authorize/?response_type=cookie&client_id=sciam&redirect_uri=https%3A%2F%2Fwww.scientificamerican.com%2Farticle%2Fthe-significant-problem-of-p-values%2F
[2] https://www.scientificamerican.com/article/social-media-has-not-destroyed-a-generation/
[1] https://twitter.com/justinpatchin/status/1187677662980038658
[1] https://www.scientificamerican.com/article/social-media-has-not-destroyed-a-generation/?utm_medium=social&utm_content=organic&utm_source=twitter&utm_campaign=SciAm_&sf221788732=1
[1] https://twitter.com/sciam/status/1186628342847590405
[1] https://twitter.com/sciam/status/1186628342847590405?s=21
[1] https://www.youtube.com/watch?v=TwoZIbX-Gh8&feature=youtu.be

[1] https://twitter.com/i/web/status/1187521654643052544

Top URLs in Tweet in G9:
[3] https://twitter.com/sciam/status/1186291957099831296
[1] https://twitter.com/i/web/status/1186753564464443392

Top URLs in Tweet in G10:
[58] https://twitter.com/sciam/status/1186291957099831296

Top Domains
Top Domains in Tweet in Entire Graph:
[1504] twitter.com
[895] scientificamerican.com
[34] com.br
[13] youtube.com
[8] redef.com
[5] wordpress.com
[4] faveeo.com
[3] sciencemag.org
[3] wikipedia.org
[2] shutterstock.com

Top Domains in Tweet in G1:
[692] scientificamerican.com
[150] twitter.com
[4] faveeo.com
[4] youtube.com
[1] insidetheperimeter.ca
[1] bit.ly
[1] snip.ly
[1] sciencemag.org
[1] safeg.net
[1] okt.to

Top Domains in Tweet in G2:
[470] twitter.com

Top Domains in Tweet in G3:
[315] twitter.com
[5] youtube.com
[1] cbsnews.com
[1] cambridge.org
[1] axleaddict.com

Top Domains in Tweet in G4:
[25] twitter.com
[9] scientificamerican.com
[1] facebook.com

Top Domains in Tweet in G5:
[181] twitter.com
[27] scientificamerican.com
[15] com.br
[1] thoughtcrimeradio.net

Top Domains in Tweet in G6:
[34] scientificamerican.com
[17] twitter.com
[2] stealingurfeelin.gs
[1] 104.131.1.231

Top Domains in Tweet in G7:
[22] twitter.com
[5] scientificamerican.com
[5] wordpress.com
[3] wikipedia.org
[2] ssrn.com
[1] theconversation.com
[1] politico.com
[1] sierraclub.org
[1] vice.com
[1] climateandsecurity.org

Top Domains in Tweet in G8:
[8] scientificamerican.com
[4] twitter.com
[1] youtube.com

Top Domains in Tweet in G9:
[4] twitter.com

Top Domains in Tweet in G10:
[58] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[200] metoo
[20] health
[19] science
[17] healthtech
[17] digitalhealth
[14] climatechange
[14] sciam
[14] healthcare
[13] climate
[13] crispr



Top Hashtags in Tweet in G1:
[18] health
[17] healthtech
[17] digitalhealth
[14] healthcare
[13] climate
[9] marsexploration
[8] socialmedia
[7] science
[7] 5g
[6] ai

Top Hashtags in Tweet in G4:
[193] metoo
[1] timesup
[1] timesuphc

Top Hashtags in Tweet in G5:
[6] science
[2] climatechange
[2] health
[2] biólogos
[1] バイオマーカー
[1] live
[1] yang2020
[1] climateaction
[1] carbonsequestration
[1] foundermentalwealth

Top Hashtags in Tweet in G6:
[3] scifrilive
[3] metoo
[3] cannabis
[3] thursdaythoughts
[3] thursdaymotivation
[2] mentalhealth
[1] factsaboutme
[1] cbt
[1] weed
[1] greatesthits

Top Hashtags in Tweet in G7:
[6] climatechange
[6] climatechangeisreal
[4] quantumsupremacy
[2] ivy
[2] google
[2] quantum
[2] computing
[2] demystified
[2] spukhaftefernwirkung
[2] entanglement

Top Hashtags in Tweet in G8:
[2] sm
[2] wellbeing

Top Words
Top Words in Tweet in Entire Graph:
[1949] Words in Sentiment List#1: Positive
[3666] Words in Sentiment List#2: Negative
[99] Words in Sentiment List#3: Angry/Violent
[85026] Non-categorized Words
[90641] Total Words
[3260] sciam
[530] deaf
[529] people
[488] genocide
[477] form

Top Words in Tweet in G1:
[1647] sciam
[246] noise
[210] medicine
[208] woman
[206] founded
[206] industrial
[187] first
[181] human
[173] focus
[173] attention

Top Words in Tweet in G2:
[467] genocide
[463] form
[463] cultural
[462] nyledimarco
[5] crispr
[5] people
[4] lot
[4] potential
[4] good
[4] going

Top Words in Tweet in G3:
[793] sciam
[177] deaf
[151] people
[145] all_that_bs
[139] skittles81902
[122] chase_z33
[111] boscodomingo_
[107] serpentofeden69
[104] taniajacob
[92] being

Top Words in Tweet in G4:
[267] arghavan_salles
[197] medicine
[193] #metoo
[192] being
[191] waiting
[191] hear
[190] still
[189] see
[189] impact
[189] wondering

Top Words in Tweet in G5:
[34] people
[33] sciam
[22] deaf
[14] being
[11] t
[10] life
[10] more
[9] s
[9] replies
[8] bad

Top Words in Tweet in G6:
[128] sophiebushwick
[104] quantum
[103] computer
[102] google
[97] sciam
[81] first
[80] perform
[80] calculation
[78] practically
[78] impossible

Top Words in Tweet in G7:
[67] sciam
[22] climate
[22] nature
[19] change
[15] ocean
[14] davidlwindt
[14] past
[14] decade
[14] oxygen
[14] levels

Top Words in Tweet in G8:
[75] lydiadenworth
[70] media
[70] social
[62] r
[39] research
[35] orbenamy
[34] really
[33] great
[32] destroyed
[32] generation

Top Words in Tweet in G9:
[137] people
[70] sign
[69] deaf
[68] still
[68] eugenics
[68] disabled
[68] feel
[68] curing
[68] children
[68] way

Top Words in Tweet in G10:
[55] deaf
[55] cultists
[55] again
[55] replies
[54] justinwhang
[9] comments
[8] very
[8] confused
[8] figure
[8] speech

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[471] cultural,genocide
[470] form,cultural
[469] nyledimarco,form
[215] woman,founded
[215] founded,industrial
[215] industrial,medicine
[196] still,waiting
[196] waiting,see
[196] see,impact
[196] impact,#metoo

Top Word Pairs in Tweet in G1:
[206] woman,founded
[206] founded,industrial
[206] industrial,medicine
[172] medicine,pathologist
[172] pathologist,alice
[172] alice,hamilton
[172] hamilton,first
[172] first,focus
[172] focus,attention
[172] attention,dangers

Top Word Pairs in Tweet in G2:
[463] form,cultural
[463] cultural,genocide
[462] nyledimarco,form
[4] crispr,lot
[4] lot,potential
[4] potential,good
[4] good,going
[4] going,used
[4] used,primarily
[4] primarily,eugenicists

Top Word Pairs in Tweet in G3:
[139] skittles81902,sciam
[108] boscodomingo_,sciam
[93] taniajacob,sciam
[64] serpentofeden69,taniajacob
[63] all_that_bs,skittles81902
[48] being,deaf
[43] all_that_bs,boscodomingo_
[40] ther3dvelveteer,sciam
[39] wigofwisdom,all_that_bs
[39] deaf,people

Top Word Pairs in Tweet in G4:
[189] still,waiting
[189] waiting,see
[189] see,impact
[189] impact,#metoo
[189] #metoo,medicine
[189] medicine,wondering
[189] wondering,ll
[189] ll,hear
[189] hear,serial
[189] serial,harassers

Top Word Pairs in Tweet in G5:
[6] being,deaf
[6] deaf,people
[5] don,t
[5] climate,change
[4] bad,thing
[4] nova,técnica
[4] técnica,edição
[4] edição,genética
[4] genética,pode
[4] pode,consertar

Top Word Pairs in Tweet in G6:
[99] quantum,computer
[79] perform,calculation
[78] google,quantum
[78] computer,first
[78] first,perform
[78] calculation,practically
[78] practically,impossible
[77] sophiebushwick,google
[29] sophiebushwick,sciam
[19] 10,000

Top Word Pairs in Tweet in G7:
[19] climate,change
[14] past,decade
[14] decade,ocean
[14] ocean,oxygen
[14] oxygen,levels
[14] levels,taken
[14] taken,dive
[14] dive,alarming
[14] alarming,trend
[14] trend,linked

Top Word Pairs in Tweet in G8:
[69] social,media
[32] media,destroyed
[32] destroyed,generation
[32] generation,new
[32] new,findings
[32] findings,suggest
[32] suggest,angst
[32] angst,over
[32] over,technology
[32] technology,misplaced

Top Word Pairs in Tweet in G9:
[69] deaf,people
[68] still,eugenics
[68] eugenics,disabled
[68] disabled,people
[68] people,feel
[68] feel,curing
[68] curing,children
[68] children,way
[68] way,out
[68] out,poverty

Top Word Pairs in Tweet in G10:
[55] deaf,cultists
[55] cultists,again
[55] again,replies
[54] justinwhang,deaf
[8] very,confused
[8] confused,comments
[8] comments,figure
[8] figure,speech
[8] speech,please
[8] please,explain

Top Replied-To
Top Replied-To in Entire Graph:
@sciam
@all_that_bs
@skittles81902
@arghavan_salles
@serpentofeden69
@jorzjo
@chase_z33
@ollieandahoggie
@wiringthebrain
@sonic_highways

Top Replied-To in G1:
@sciam
@wiringthebrain
@joe__bourbon
@tanyalewis314
@queentran666
@dortetoft
@raleigh_born
@raptorguy3
@twitsformiles
@sanxius

Top Replied-To in G3:
@all_that_bs
@sciam
@skittles81902
@serpentofeden69
@jorzjo
@chase_z33
@ollieandahoggie
@kalispeaker
@famiak
@leahrartist

Top Replied-To in G4:
@arghavan_salles
@homehemodialys1
@aka_mondo_
@ana_safavi
@michelleko2d
@cindygallop
@drnikkistamp
@someamrita
@mcwhmd
@postdocanon

Top Replied-To in G6:
@sophiebushwick
@sciam
@scifri
@conrad_ml
@novapbs
@noahlevenson
@benbo68
@saturnatseven
@mozilla
@apsphysics

Top Replied-To in G7:
@sciam
@youtube
@jaxbeachmarsh
@aoc
@ivy
@engineer
@royalsociety
@springernature
@davidlwindt
@discovermag

Top Replied-To in G8:
@lydiadenworth
@lindy2350
@annecollier
@nicolebarbaro
@hunterpresident

Top Replied-To in G9:
@boscodomingo_

Top Replied-To in G10:
@sciam

Top Mentioned
Top Mentioned in Entire Graph:
@sciam
@nyledimarco
@arghavan_salles
@sophiebushwick
@boscodomingo_
@skittles81902
@chase_z33
@taniajacob
@all_that_bs
@lydiadenworth

Top Mentioned in G1:
@sciam
@tanyalewis314
@wiringthebrain
@astrazenecaus
@evankirstel
@themarssociety
@twitsformiles
@raptorguy3
@michelzaffran
@laelaps

Top Mentioned in G2:
@nyledimarco
@roseportaller
@sciam

Top Mentioned in G3:
@sciam
@boscodomingo_
@skittles81902
@chase_z33
@taniajacob
@all_that_bs
@serpentofeden69
@wigofwisdom
@ther3dvelveteer
@salamomoutro

Top Mentioned in G4:
@arghavan_salles
@sciam
@timesuphc
@cindygallop
@dramithamd
@choo_ek
@ana_safavi
@aka_mondo_
@timesupnow
@liangrhea

Top Mentioned in G5:
@drwinarick
@shatsuw
@obstinatebeta

Top Mentioned in G6:
@sophiebushwick
@sciam
@noahlevenson
@scifri
@mozilla
@ruchowdh
@arghavan_salles
@johnfkennedy
@jonathanstea

Top Mentioned in G7:
@sciam
@nature
@davidlwindt
@paulhbeckwith
@iag2u
@grist
@allanmargolin
@realdonaldtrump
@yalee360
@chinauncensored

Top Mentioned in G8:
@lydiadenworth
@orbenamy
@sciam
@annecollier
@jeffhancock
@candice_odgers
@tracyadennis
@ucirvine
@stanford
@shuhbillskee

Top Mentioned in G9:
@adrparsons
@nyledimarco
@sciam

Top Mentioned in G10:
@justinwhang
@thachampagne

Top Tweeters
Top Tweeters in Entire Graph:
@occuworld
@dichristine
@moonbootica
@rjber15
@evankirstel
@baarahk
@ericdemarylebon
@truthglow
@legallybae
@angelakorras

Top Tweeters in G1:
@rjber15
@evankirstel
@baarahk
@ericdemarylebon
@truthglow
@legallybae
@angelakorras
@b1e56df9ce6549f
@rosenchild
@magicdmw

Top Tweeters in G2:
@gojira007x
@amaditalks
@whoa_its_niko
@littlewondersxx
@bulbafren
@euphoriabxtera
@thi_loup
@dream_scheme
@nazkebab77
@borderiinebuli

Top Tweeters in G3:
@semilocon
@muwurder
@qltureconfiture
@r3dpanama
@applechuupie
@wildowlheart
@imkingkay
@wehpudicabok
@basedcachanilla
@lrogers66821

Top Tweeters in G4:
@ketaminh
@nofascistlies
@tess_blue815
@avocalistsrival
@bayofarizona
@xtel007
@ubervaper
@themuslimhippie
@academicchatter
@cindygallop

Top Tweeters in G5:
@occuworld
@frozencalamity
@usaqidrop
@kohakudoori
@cynical_tutu
@tomlevenson
@watersolarwind
@cpo10za
@bumkaik
@plug313

Top Tweeters in G6:
@_cymatics_
@glaciarblue
@rf_jenkins
@pennytindall
@thecultureofme
@mikesimap
@m2l2t5
@enrirosasdiaz
@alpha1malegroom
@lightrider

Top Tweeters in G7:
@joni_looking
@reuters
@washingtonpost
@time
@france24
@cnbc
@haaretzcom
@wsj
@cnn
@ap

Top Tweeters in G8:
@moonbootica
@helflower
@glass_jonathan
@youngchris27040
@plthomasedd
@robfmac
@drpetra
@baawraman
@michaelhoffman
@tricia_braun

Top Tweeters in G9:
@lucidius134
@blk_bk
@derkekfspricht
@felicea
@donaupiratin
@finaloverdrive
@youngavengersaf
@anitaworks9698
@dayxforlife
@deqa_jpeg

Top Tweeters in G10:
@uncleancasuals
@tomatothepotato
@mrx_uni
@2s_a_party
@justinwhang
@david90169271
@yungblacksaiyan
@roman_is_a_jug
@r_a_t_k_i_n_g
@dariancross777


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