#Strike4BlackLives, Twitter, 6/16/2020 2:38:03 PM, 229385


FAQ | Problem?

#Strike4BlackLives_2020-06-16_02-25-24.xlsx
#Strike4BlackLives_2020-06-16_02-25-24.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
June 16, 2020
Short Description:
#Strike4BlackLives via NodeXL https://bit.ly/2N1ZmRJ
@ibjiyongi
@nature
@naturenews
@layallivs
@calimari93
@itsafronomics
@vanguardstem
@jedidahislerphd
@jesswade
@__katrinarenee

Top hashtags:
#strike4blacklives
#shutdownstem
#shutdownacademia
#blacklivesmatter

Description:
Description
The graph represents a network of 13,408 Twitter users whose recent tweets contained "#Strike4BlackLives", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Tuesday, 16 June 2020 at 09:51 UTC.

The tweets in the network were tweeted over the 5-day, 19-hour, 48-minute period from Wednesday, 10 June 2020 at 12:53 UTC to Tuesday, 16 June 2020 at 08:42 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 : 13408
Unique Edges : 22349
Edges With Duplicates : 3165
Total Edges : 25514
Number of Edge Types : 5
MentionsInRetweet : 6255
Mentions : 1362
Retweet : 15424
Tweet : 2158
Replies to : 315
Self-Loops : 2190
Reciprocated Vertex Pair Ratio : 0.0123228018159918
Reciprocated Edge Ratio : 0.024345597656965
Connected Components : 1016
Single-Vertex Connected Components : 592
Maximum Vertices in a Connected Component : 11420
Maximum Edges in a Connected Component : 23228
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.255853
Graph Density : 0.000121561368664857
Modularity : 0.698027
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 13,408 Twitter users whose recent tweets contained "#Strike4BlackLives", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Tuesday, 16 June 2020 at 09:51 UTC.

The tweets in the network were tweeted over the 5-day, 19-hour, 48-minute period from Wednesday, 10 June 2020 at 12:53 UTC to Tuesday, 16 June 2020 at 08:42 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 : TwitterSearch
Graph Term : #Strike4BlackLives
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:
[332] https://www.shutdownstem.com/
[124] https://www.particlesforjustice.org/
[50] https://www.shutdownstem.com/action
[47] https://www.nytimes.com/2020/06/10/science/science-diversity-racism-protests.html
[44] https://www.shutdownstem.com
[41] https://www.particlesforjustice.org/strike-details
[38] https://gizmodo.com/scientists-call-for-academic-shutdown-in-support-of-bla-1843944068
[37] https://www.change.org/p/22682262?utm_campaign=support&utm_medium=update&utm_source=share_petition&utm_term=scaled_support_update
[33] https://www.forbes.com/sites/priyashukla/2020/06/10/today-scientists-around-the-country-haveshutdownstem/
[31] https://www.shutdownstem.com/resources

Top URLs in Tweet in G1:
[83] https://www.shutdownstem.com/
[41] https://www.nytimes.com/2020/06/10/science/science-diversity-racism-protests.html
[27] https://www.particlesforjustice.org/
[24] http://blackincomputing.org/action-item-list/
[16] https://gizmodo.com/scientists-call-for-academic-shutdown-in-support-of-bla-1843944068
[15] https://docs.google.com/forms/d/e/1FAIpQLSdcp4H7QqjnmEo82nk5L6QuND7LIfWWhFZHh3CjFx-HYzyXZg/viewform
[11] https://www.particlesforjustice.org/strike-details
[9] https://blogs.cornell.edu/arxiv/2020/06/08/strike4blacklives/
[8] https://www.spiegel.de/wissenschaft/mensch/george-floyd-protestaktion-gegen-rassismus-wissenschaftler-weltweit-legen-arbeit-nieder-a-293d260d-748d-449e-b5fe-55da240d57f5
[7] https://www.lavanguardia.com/vida/20200610/481706198911/cientificos-de-todo-el-mundo-secundan-una-huelga-contra-el-racismo.html

Top URLs in Tweet in G2:
[9] https://arxiv.org/
[3] https://twitter.com/nature/status/1270648031411568640
[3] https://www.cnbc.com/2020/06/10/thousands-of-scientists-go-on-strike-to-protest-systemic-racism-stem.html
[2] https://www.shutdownstem.com/
[2] https://www.wired.com/story/across-the-globe-scientists-are-striking-for-black-lives/
[2] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-020-01721-x
[2] https://twitter.com/DeeLovelyone79/status/1270724943324446720
[2] https://blogs.cornell.edu/arxiv/2020/06/08/strike4blacklives/
[2] https://www.shutdownstem.com
[1] https://www.nature.com/articles/d41586-020-01723-9?utm_source=twitter&utm_medium=social&utm_content=organic&utm_campaign=NGMT_USG_JC01_GL_Nature

Top URLs in Tweet in G3:
[12] https://www.shutdownstem.com/
[10] https://www.particlesforjustice.org/
[9] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.cell.com%2Fcell%2Ffulltext%2FS0092-8674%2820%2930740-6&rc=0
[3] https://gizmodo.com/scientists-call-for-academic-shutdown-in-support-of-bla-1843944068
[2] https://twitter.com/IBJIYONGI/status/1270903301786210313
[2] https://twitter.com/nature/status/1270648031411568640
[2] https://twitter.com/MarthedeFerrer/status/1270629125506637825
[2] https://twitter.com/NatRevPhys/status/1270633935257681921
[2] https://www.scientificamerican.com/article/scientists-and-others-stage-a-strike4blacklives/
[2] https://www.shutdownstem.com/resources

Top URLs in Tweet in G4:
[23] https://www.shutdownstem.com/action
[7] https://www.shutdownstem.com/
[7] https://www.scientificamerican.com/article/scientists-and-others-stage-a-strike4blacklives/
[5] https://www.particlesforjustice.org/
[3] https://gizmodo.com/scientists-call-for-academic-shutdown-in-support-of-bla-1843944068
[3] https://twitter.com/NatureNews/status/1270383425392906241
[3] https://www.collegeart.org/pdf/diversity/white-privilege-and-male-privilege.pdf
[2] https://www.nature.com/articles/d41586-020-01721-x?utm_source=twt_nnc&utm_medium=social&utm_campaign=naturenews&sf234908592=1
[2] https://www.shutdownstem.com/resources
[2] https://www.livescience.com/standing-with-shutdownstem-strike4blacklives.html

Top URLs in Tweet in G5:
[45] https://www.shutdownstem.com/
[13] https://www.particlesforjustice.org/
[9] https://www.livescience.com/standing-with-shutdownstem-strike4blacklives.html
[9] https://www.shutdownstem.com/action
[8] https://www.shutdownstem.com
[8] https://www.scientificamerican.com/article/scientists-and-others-stage-a-strike4blacklives/
[7] https://twitter.com/nature/status/1270648031411568640
[7] https://connect.biorxiv.org/news/2020/06/09/strike4blacklives
[6] https://www.particlesforjustice.org/resources
[6] https://www.particlesforjustice.org

Top URLs in Tweet in G6:
[3] https://www.forbes.com/sites/priyashukla/2020/06/10/today-scientists-around-the-country-haveshutdownstem/
[3] https://www.shutdownstem.com/
[2] https://www.shutdownstem.com/resources
[1] https://docs.google.com/spreadsheets/d/1sbq0_bOE7t82jNiJepmbKLNLvKpD1lAmjio2IK91bTI/edit#gid=0
[1] https://www.stemculturepodcast.com/guest/bchadstarks/
[1] https://twitter.com/BCSConsFirm/status/1260265768249409537
[1] https://twitter.com/stemhassoul/status/1270699435211862017
[1] https://www.masslibaz.org/
[1] https://twitter.com/IBJIYONGI/status/1270903301786210313
[1] https://twitter.com/DNLee5/status/1270725597711355905

Top URLs in Tweet in G7:
[5] https://www.shutdownstem.com/
[3] https://www.shutdownstem.com
[2] https://www.particlesforjustice.org/resources
[2] https://twitter.com/maanow/status/1270703109195644934
[2] https://www.utdanacenter.org/blog/shutdownstem
[1] https://twitter.com/itsafronomics/status/1269968084292571139
[1] https://pcpr.pitt.edu
[1] https://twitter.com/choo_ek/status/1271271392894320642
[1] http://blog.aurorasaurus.org/?p=1144
[1] https://www.nytimes.com/2019/02/18/us/edray-goins-black-mathematicians.html

Top URLs in Tweet in G8:
[1] https://www.nytimes.com/2020/06/10/science/science-diversity-racism-protests.html
[1] https://twitter.com/__katrinarenee/status/1270873915854815232
[1] https://twitter.com/Wikimedia/status/1270478316483620871
[1] https://twitter.com/chronicle/status/1270702308356173826
[1] https://gizmodo.com/scientists-call-for-academic-shutdown-in-support-of-bla-1843944068
[1] https://kinginstitute.stanford.edu/king-papers/documents/letter-birmingham-jail
[1] https://www.particlesforjustice.org/
[1] https://www.particlesforjustice.org/resources
[1] https://twitter.com/VanguardSTEM/status/1270751951467266054
[1] https://twitter.com/igsoc/status/1270647994367574016

Top URLs in Tweet in G9:
[8] https://www.shutdownstem.com/
[7] https://blog.iammarketingmedia.com/live-science-stands-with-shutdownstem-and-strike4blacklives/?utm_campaign=twitter&utm_medium=twitter&utm_source=twitter
[6] https://docs.google.com/forms/d/e/1FAIpQLSegYS9NrEHwayncxSLRIl-iDORi17yUAJZq7TaUL-qZh-_pjg/viewform?usp=send_form
[5] https://twitter.com/MeganMolteni/status/1270680047616057345
[4] https://twitter.com/Wikimedia/status/1270478316483620871
[4] https://twitter.com/lesleynweaver/status/1267630275271540737
[3] https://www.shutdownstem.com/action
[2] https://www.particlesforjustice.org/strike-details
[2] https://twitter.com/JDislistening/status/1269998805002354688
[2] http://ow.ly/t4FD50A2Yk8

Top URLs in Tweet in G10:
[21] https://www.particlesforjustice.org/
[6] https://twitter.com/arxiv/status/1270017271042396168
[5] https://www.shutdownstem.com/
[4] https://blogs.cornell.edu/arxiv/2020/06/08/strike4blacklives/
[2] https://twitter.com/luxsecuritatis/status/1270725388218425348
[2] https://www.particlesforjustice.org/strike-details
[2] https://asymptotia.com/2020/06/08/pausing-business-as-usual/
[1] https://www.shutdownstem.com
[1] https://www.particlesforjustice.org
[1] https://twitter.com/jesswade/status/1270653206213865473

Top Domains
Top Domains in Tweet in Entire Graph:
[667] twitter.com
[486] shutdownstem.com
[216] particlesforjustice.org
[61] nytimes.com
[59] google.com
[59] youtube.com
[52] ucdavis.edu
[48] nature.com
[46] gizmodo.com
[40] medium.com

Top Domains in Tweet in G1:
[131] twitter.com
[101] shutdownstem.com
[53] particlesforjustice.org
[44] nytimes.com
[24] blackincomputing.org
[22] google.com
[18] gizmodo.com
[18] medium.com
[10] ucdavis.edu
[9] cornell.edu

Top Domains in Tweet in G2:
[13] twitter.com
[9] arxiv.org
[6] nature.com
[4] shutdownstem.com
[3] cnbc.com
[2] wired.com
[2] cornell.edu
[1] colorlines.com
[1] haydenplanetarium.org
[1] campaign-archive.com

Top Domains in Tweet in G3:
[22] twitter.com
[16] shutdownstem.com
[12] particlesforjustice.org
[9] elsevierhealth.com
[6] wikipedia.org
[3] gizmodo.com
[2] nasa.gov
[2] sigmaxi.org
[2] ufl.edu
[2] scientificamerican.com

Top Domains in Tweet in G4:
[33] shutdownstem.com
[19] twitter.com
[9] scientificamerican.com
[8] particlesforjustice.org
[7] nature.com
[5] gizmodo.com
[3] collegeart.org
[2] springernature.com
[2] google.com
[2] livescience.com

Top Domains in Tweet in G5:
[96] twitter.com
[77] shutdownstem.com
[34] particlesforjustice.org
[16] livescience.com
[11] scientificamerican.com
[10] nature.com
[7] biorxiv.org
[6] earthsky.org
[5] medium.com
[5] google.com

Top Domains in Tweet in G6:
[9] twitter.com
[5] shutdownstem.com
[3] forbes.com
[2] particlesforjustice.org
[1] google.com
[1] stemculturepodcast.com
[1] masslibaz.org
[1] nytimes.com
[1] medium.com
[1] youtube.com

Top Domains in Tweet in G7:
[15] twitter.com
[10] shutdownstem.com
[3] utdanacenter.org
[2] particlesforjustice.org
[1] pitt.edu
[1] aurorasaurus.org
[1] nytimes.com
[1] elsevierhealth.com
[1] forbes.com
[1] squarespace.com

Top Domains in Tweet in G8:
[6] twitter.com
[2] particlesforjustice.org
[1] nytimes.com
[1] gizmodo.com
[1] stanford.edu
[1] shutdownstem.com
[1] google.com

Top Domains in Tweet in G9:
[33] twitter.com
[12] shutdownstem.com
[7] google.com
[7] iammarketingmedia.com
[4] particlesforjustice.org
[4] osa.org
[2] youtube.com
[2] medium.com
[2] ow.ly
[2] wikipedia.org

Top Domains in Tweet in G10:
[25] particlesforjustice.org
[23] twitter.com
[8] shutdownstem.com
[8] youtube.com
[6] physicsworld.com
[4] cornell.edu
[2] sciencemag.org
[2] asymptotia.com
[1] com.br
[1] elsevierhealth.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[10791] strike4blacklives
[9094] shutdownstem
[5798] shutdownacademia
[479] blacklivesmatter
[459] amplifyblackstem
[291] blackandstem
[235] strikeforblacklives
[188] dcprotests
[155] dc
[129] blackintheivory



Top Hashtags in Tweet in G1:
[2634] strike4blacklives
[2021] shutdownstem
[1092] shutdownacademia
[366] amplifyblackstem
[235] blackandstem
[140] strikeforblacklives
[114] decolonizingscience
[61] vsvillage
[39] blackintheivory
[33] blacklivesmatter

Top Hashtags in Tweet in G2:
[1334] strike4blacklives
[1318] shutdownstem
[1284] shutdownacademia
[13] blacklivesmatter
[9] shutdownmath
[2] racism
[2] blackandstem
[2] amplifyblackstem
[2] stem
[2] blacklivesmattters

Top Hashtags in Tweet in G3:
[392] strike4blacklives
[372] shutdownstem
[256] shutdownacademia
[22] blacklivesmatter
[10] blackintheivory
[7] disabled
[7] indigenous
[7] lgbtq
[7] neurodiverse
[5] amplifyblackstem

Top Hashtags in Tweet in G4:
[492] strike4blacklives
[418] shutdownstem
[360] shutdownacademia
[89] blacklivesmatter
[9] waynestate
[9] edi
[8] scicomm
[6] amplifyblackstem
[5] academicshutdown
[4] blm

Top Hashtags in Tweet in G5:
[635] strike4blacklives
[473] shutdownstem
[343] shutdownacademia
[55] blacklivesmatter
[14] blackintheivory
[13] strikeforblacklives
[7] stem
[6] blm
[5] blackandstem
[4] science

Top Hashtags in Tweet in G6:
[157] strike4blacklives
[141] shutdownstem
[54] shutdownacademia
[15] blacklivesmatter
[4] amplifyblackstem
[3] blackandstem
[3] blackintheivory
[3] stem
[2] chemtwitter
[1] amplifyblackvoices

Top Hashtags in Tweet in G7:
[526] shutdownstem
[318] strike4blacklives
[99] shutdownacademia
[13] blacklivesmatter
[9] amplifyblackstem
[6] shutdownmath
[4] particlesforjustice
[4] fieldcourse
[3] blackintheivory
[3] blackandstem

Top Hashtags in Tweet in G8:
[76] strike4blacklives
[61] shutdownstem
[27] shutdownacademia
[5] amplifyblackstem
[4] greve
[4] stemdrc
[3] blackintheivory
[2] iamtech
[2] blackwomeninstem
[2] amplifyblackvoices

Top Hashtags in Tweet in G9:
[461] strike4blacklives
[324] shutdownstem
[110] shutdownacademia
[12] stem
[9] osa
[7] art
[7] astronomy
[6] blacklivesmatter
[5] amplifyblackstem
[3] hackforblacklives

Top Hashtags in Tweet in G10:
[380] strike4blacklives
[296] shutdownstem
[180] shutdownacademia
[14] blacklivesmatter
[5] blackandstem
[4] amplifyblackstem
[4] cppm
[4] blacklivesmatters
[4] blm
[3] stem

Top Words
Top Words in Tweet in Entire Graph:
[] Top Word Pairs in Tweet in Entire Graph
[] Entire Graph Count
[] Top Word Pairs in Tweet in G1

Top Words in Tweet in G1:
[4066] #strike4blacklives
[3407] #shutdownstem
[2200] black
[1992] #shutdownacademia
[1356] today
[901] day
[833] people
[681] #amplifyblackstem
[637] action
[605] racism

Top Words in Tweet in G2:
[2829] today
[1842] #strike4blacklives
[1815] #shutdownstem
[1781] #shutdownacademia
[1729] racism
[1636] stem
[1447] black
[1355] academia
[1344] anti
[1192] join

Top Words in Tweet in G3:
[1181] #strike4blacklives
[1176] science
[1113] #shutdownstem
[959] racism
[759] black
[673] need
[629] stem
[623] anti
[582] people
[579] take

Top Words in Tweet in G4:
[985] #strike4blacklives
[906] #shutdownstem
[716] black
[704] #shutdownacademia
[643] racism
[553] anti
[460] today
[369] science
[352] work
[349] academics

Top Words in Tweet in G5:
[637] #strike4blacklives
[475] #shutdownstem
[345] #shutdownacademia
[260] today
[152] racism
[151] black
[85] day
[76] anti
[75] stem
[70] academia

Top Words in Tweet in G6:
[704] #strike4blacklives
[678] #shutdownstem
[611] black
[580] today
[572] #shutdownacademia
[551] stem
[525] academia
[509] focus
[504] using
[504] help

Top Words in Tweet in G7:
[729] #strike4blacklives
[678] #shutdownstem
[656] today
[353] academia
[352] black
[347] stem
[345] day
[313] work
[298] #blacklivesmatter
[293] research

Top Words in Tweet in G8:
[950] black
[552] #strike4blacklives
[521] #shutdownstem
[476] today
[462] academia
[452] people
[450] anti
[450] racism
[442] #blackintheivory
[436] physics

Top Words in Tweet in G9:
[579] #strike4blacklives
[402] #shutdownstem
[396] black
[347] today
[337] physics
[331] uk
[291] day
[237] academics
[165] talk
[164] going

Top Words in Tweet in G10:
[612] #strike4blacklives
[449] #shutdownstem
[320] #shutdownacademia
[263] today
[243] racism
[188] black
[137] anti
[132] action
[122] academia
[109] arxiv

Top Word Pairs
Top Word Pairs in Tweet in G2:
[1777] #shutdownstem,#shutdownacademia
[1499] #shutdownacademia,#strike4blacklives
[531] anti,black
[480] black,racism
[472] racism,academia
[360] academia,stem
[297] join,#shutdownstem
[287] today,join
[272] take,time
[252] #strike4blacklives,publish

Top Word Pairs in Tweet in G3:
[1448] #strike4blacklives,#shutdownstem
[1395] black,people
[1338] combat,racism
[1338] anti,blackness
[1337] dms,open
[1316] people,science
[1150] science,stem
[1146] stem,journalist
[1144] journalist,writing
[1139] writing,scientist

Top Word Pairs in Tweet in G4:
[791] #shutdownstem,#shutdownacademia
[541] anti,black
[516] black,racism
[516] #strike4blacklives,#shutdownstem
[515] #shutdownacademia,#strike4blacklives
[514] racism,science
[514] scientific,organizations
[514] part,global
[514] against,anti
[514] thousands,academics

Top Word Pairs in Tweet in G5:
[639] #shutdownstem,#strike4blacklives
[536] #shutdownstem,#shutdownacademia
[535] #shutdownacademia,#strike4blacklives
[374] #strike4blacklives,#shutdownstem
[317] #shutdownacademia,#shutdownstem
[297] anti,black
[289] black,racism
[278] racism,academia
[278] #strike4blacklives,#shutdownacademia
[277] systemic,racism

Top Word Pairs in Tweet in G6:
[190] #shutdownstem,#shutdownacademia
[188] #strike4blacklives,#shutdownstem
[141] using,today
[107] today,focus
[93] focus,black
[44] black,voices
[42] voices,academia
[30] academia,self
[29] self,reflection
[27] reflection,help

Top Word Pairs in Tweet in G7:
[554] academia,stem
[537] #blacklivesmatter,#strike4blacklives
[499] today,#shutdownstem
[499] today,learning
[499] place,start
[499] #shutdownstem,day
[499] #strike4blacklives,need
[499] start,check
[499] check,#blackintheivory
[499] hey,today

Top Word Pairs in Tweet in G8:
[286] #strike4blacklives,#shutdownstem
[267] anti,black
[261] black,racism
[261] racism,academia
[261] #shutdownstem,#blackintheivory
[260] people,look
[260] academia,ultimately
[260] black,women
[260] today,marched
[259] marched,eradicate

Top Word Pairs in Tweet in G9:
[469] #shutdownstem,#strike4blacklives
[441] today,#shutdownstem
[440] #strike4blacklives,day
[435] day,talk
[433] talk,going
[430] going,wrong
[430] wrong,uk
[430] uk,physics
[429] physics,physics
[429] physics,academics

Top Word Pairs in Tweet in G10:
[237] #strike4blacklives,#shutdownstem
[175] #shutdownstem,#shutdownacademia
[162] #shutdownacademia,#strike4blacklives
[162] anti,black
[162] black,racism
[162] #shutdownstem,#strike4blacklives
[162] support,#strike4blacklives
[162] arxiv,front
[161] front,today
[161] today,amazing

Top Replied-To
Top Replied-To in Entire Graph:
@ucdavis
@jiwandeepkohli
@halfatlanta
@biorxivpreprint
@jbiogeochem
@iwwfju
@sandra_phoma
@dawnbazely
@blkwomencompbio
@caphys

Top Replied-To in G1:
@jiwandeepkohli
@ucdavis
@caphys
@scfg
@stspedagogy
@lhcnews
@uscbridge
@seattlegordon
@natrevphys
@sjdj

Top Replied-To in G2:
@emma_newburger
@columbiamsph
@naledisaul
@caroduartearte

Top Replied-To in G3:
@seis_matters
@dantusaurus_rex
@ghastly_grinner

Top Replied-To in G4:
@naturenews
@ranycs

Top Replied-To in G5:
@medrxivpreprint
@biorxiv_evobio
@biorxiv_genetic
@biorxiv_ecology
@biorxiv_sysbio
@biorxiv_micrbio
@biorxiv_cellbio
@biorxiv_plants
@physicscakes

Top Replied-To in G7:
@dawnbazely

Top Replied-To in G9:
@sandra_phoma
@ufnursing
@physics_journal
@denisejcai
@ionsopuma2020

Top Replied-To in G10:
@ans_org
@krisveevee
@jamesmartincns
@apsphysics
@coreyspowell
@esaoperations
@astronomymag
@almaobs_esp
@ifos9000
@doescience

Top Mentioned
Top Mentioned in Entire Graph:
@uchicago
@ibjiyongi
@iamstarnord
@arxiv
@umbc
@scicommart
@cnn
@dcpolicedept
@mayorbowser
@strike4blm

Top Mentioned in G1:
@ibjiyongi
@iamstarnord
@vanguardstem
@arxiv
@caltech
@cosmojellyfish
@aip_teamup
@strike4blm
@shutdownstem
@nytimes

Top Mentioned in G2:
@nature
@colorlines
@thermoflynamics
@unl_cyaf
@naturenews
@sciam
@springernature
@umbc
@vanguardstem

Top Mentioned in G3:
@bmj_latest
@nasakennedy
@hi_seas
@uchicago
@themanacho
@uf
@uva
@meliseymo
@wikipedia
@sandylocks

Top Mentioned in G4:
@sciam
@naturenews
@springernature
@gstix1
@nausheenrshah
@qe3_research
@queensu
@gizmodo
@covidspectrum
@mcmasterscience

Top Mentioned in G5:
@yanglab_sinai
@greenscientists
@greenchemuoft

Top Mentioned in G6:
@advancegeo
@bcsconsfirm
@iamstarnord
@ibjiyongi
@dnlee
@passevivant
@blackafinstem
@ccc_sings

Top Mentioned in G7:
@umbc
@edraygoins
@shelleyarnott
@elenabennett
@cehoicka
@paulawilson60
@tcnoel
@drsoup09
@shoshanahjacobs
@firawle

Top Mentioned in G8:
@uchicago
@igsoc
@smileitsjoy
@drshardedavis
@blackintheivory
@vanguardstem
@shutdownstem
@iamstarnord
@passevivant
@jazztronomy

Top Mentioned in G9:
@wikipedia
@strike4blm
@jesswade
@phoebe_ayers
@debatstat
@cvonvacano
@eric_vd
@brunonaut
@fperez_org
@dlabatberkeley

Top Mentioned in G10:
@arxiv
@physicsmatt
@ligo
@ego_virgo
@reneehortonphd
@valongoufrj
@martins_yanna
@acosmicray
@carolyne_astro
@cesperanca_

Top Tweeters
Top Tweeters in Entire Graph:
@filafresh
@robinsnewswire
@dichristine
@threadreaderapp
@kat4obama
@sddphoto
@padakitty
@gojira007x
@dgendvil
@karlos_240

Top Tweeters in G1:
@filafresh
@dichristine
@threadreaderapp
@gojira007x
@alizardx
@lizditz
@hijcp
@santchiweb
@lavanguardia
@folha

Top Tweeters in G2:
@gift2usa
@burberryant
@zentaoprincess
@godandthebear
@ellechanel
@lawlor224
@dwatchnews
@merlingyr
@skrbelly1
@cnbc

Top Tweeters in G3:
@habbradley
@janiecestaton
@neilyoungsaveus
@avocalistsrival
@pennyb
@huegolden
@jsoabove
@maelysdervenn
@tembisa_j
@proudwinglives

Top Tweeters in G4:
@netminnow
@ambeautifulshow
@kazamasemi
@riyadhalrifai
@whysharksmatter
@parvez1
@lebesgue2718
@mikesimap
@elleallever
@jack2john

Top Tweeters in G5:
@robinsnewswire
@sddphoto
@jcmarbury
@stanleysuen
@mojin
@genphys
@bagaluesunab
@gatra_news
@zeninews
@ahighervision

Top Tweeters in G6:
@drjulie_b
@wildmarshphoto
@daktangle
@andreafantastic
@coronacoreanici
@misutaaurufu
@kikuotter
@kommachameleon
@forsterimogen
@anjel2569

Top Tweeters in G7:
@drhoctor2
@benishii_
@alvarodebazan2
@simply_kii
@karla_handley
@talkativepeach
@drmnikfar
@axman643
@dawnbazely
@nyawiranjoroge

Top Tweeters in G8:
@fiyasturm
@uneekdiva
@heckphiiiy
@jacksonmukunda
@meankaiser
@outseide
@pupsherlive
@grrrr_shark
@wendigofucker
@tshikapa01

Top Tweeters in G9:
@karlos_240
@iam__network
@inpoco
@sk8rky10
@ti_enjoli
@thedotp
@bonkers_bee
@xionyc
@69sherred1313
@lynxxiv

Top Tweeters in G10:
@sangseek_kim
@aransistore
@frombc7197
@uhanzim
@saodionisio
@dawnroseturner
@rotrujo
@panta_rhei825
@rmtakata
@sinemetuvivere


We use necessary cookies to make our site work. We’d like to set additional cookies to understand site usage, make site improvements and to remember your settings. We also use cookies set by other sites to help deliver content from their services.