ravenscimaven, Twitter, 6/21/2021 7:22:51 PM, 257392


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ravenscimaven_2021-06-21_12-00-58.xlsx
ravenscimaven_2021-06-21_12-00-58.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
June 21, 2021
Short Description:
ravenscimaven via NodeXL https://bit.ly/3zMiJ8v
@ravenscimaven
@disinfochron
@noireverytime
@manasiapte
@botfemale
@birdersfund
@braincures
@dragscience
@isasquare
@blkinengineerng

Top hashtags:
#womeninscience
#womenintheworld
#raventhesciencemaven
#stemwomen

Description:
Description
The graph represents a network of 4,858 Twitter users whose recent tweets contained "ravenscimaven", 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 Monday, 21 June 2021 at 19:10 UTC.

The tweets in the network were tweeted over the 8-day, 4-hour, 12-minute period from Sunday, 13 June 2021 at 14:37 UTC to Monday, 21 June 2021 at 18:50 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 : 4858
Unique Edges : 6841
Edges With Duplicates : 4349
Total Edges : 11190
Number of Edge Types : 5
Retweet : 2397
Replies to : 4563
Tweet : 682
Mentions : 2401
MentionsInRetweet : 1147
Self-Loops : 717
Reciprocated Vertex Pair Ratio : 0.0688004376966215
Reciprocated Edge Ratio : 0.128743281289992
Connected Components : 214
Single-Vertex Connected Components : 190
Maximum Vertices in a Connected Component : 4614
Maximum Edges in a Connected Component : 10946
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.195255
Graph Density : 0.00033116756358235
Modularity : 0.408518
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 4,858 Twitter users whose recent tweets contained "ravenscimaven", 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 Monday, 21 June 2021 at 19:10 UTC.

The tweets in the network were tweeted over the 8-day, 4-hour, 12-minute period from Sunday, 13 June 2021 at 14:37 UTC to Monday, 21 June 2021 at 18:50 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 : ravenscimaven
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:
[111] https://twitter.com/ravenscimaven/status/1404569044330680322
[96] https://twitter.com/ravenscimaven/status/1405933719840563203
[44] https://twitter.com/ravenscimaven/status/1406780248415522823
[44] https://virtuouscon.com/
[40] https://twitter.com/ravenscimaven/status/1405231138323435529
[39] https://twitter.com/ravenscimaven/status/1405215338724220933
[35] https://twitter.com/ravenscimaven/status/1405348059345793026
[35] https://twitter.com/ravenscimaven/status/1405234028320538632
[24] https://twitter.com/ravenscimaven/status/1406017888234967043
[24] https://twitter.com/ravenscimaven/status/1404438857383305217

Top URLs in Tweet in G1:
[53] https://twitter.com/ravenscimaven/status/1404569044330680322
[12] https://twitter.com/ravenscimaven/status/1405933719840563203
[11] https://twitter.com/ravenscimaven/status/1406780248415522823
[10] https://twitter.com/ravenscimaven/status/1405234028320538632
[9] https://twitter.com/ravenscimaven/status/1405231138323435529
[9] https://twitter.com/ravenscimaven/status/1404438857383305217
[8] https://twitter.com/ravenscimaven/status/1405215338724220933
[8] https://twitter.com/ravenscimaven/status/1405915840936022017
[6] https://twitter.com/ravenscimaven/status/1405550179512721408
[6] https://twitter.com/ravenscimaven/status/1405348059345793026

Top URLs in Tweet in G2:
[40] https://virtuouscon.com/
[21] https://www.gofundme.com/f/ashanti-for-morgan-state-univertsity?member=11706773&sharetype=teams&utm_campaign=p_na+share-sheet&utm_medium=copy_link&utm_source=customer
[19] https://gizmodo.com/raven-the-science-maven-has-a-message-for-aspiring-stem-1846366959
[8] https://twitter.com/Christina_Baze/status/1404099573652594696
[7] https://twitter.com/ravenscimaven/status/1406780248415522823
[5] https://www.reinventedmagazine.com/
[5] https://globalshakers.com/the-hip-hop-scientists-mixing-beats-and-brains/
[3] https://www.theguardian.com/higher-education-network/2017/dec/21/2vcs-on-are-women-academics-blocked-from-the-top
[3] https://www.bankrate.com/loans/student-loans/scholarships-for-black-women/
[3] https://twitter.com/ravenscimaven/status/1404773110679838721

Top URLs in Tweet in G3:
[46] https://twitter.com/ravenscimaven/status/1405933719840563203
[26] https://twitter.com/ravenscimaven/status/1404569044330680322
[17] https://twitter.com/ravenscimaven/status/1406017888234967043
[13] https://twitter.com/ravenscimaven/status/1405231138323435529
[6] https://twitter.com/ravenscimaven/status/1404438857383305217
[6] https://twitter.com/ravenscimaven/status/1405348059345793026
[5] https://twitter.com/ravenscimaven/status/1404059317456756741
[5] https://twitter.com/ravenscimaven/status/1404161585086668802
[5] https://twitter.com/ravenscimaven/status/1405215338724220933
[5] https://twitter.com/ravenscimaven/status/1405293706589126659

Top URLs in Tweet in G4:
[17] https://twitter.com/ravenscimaven/status/1372958580123525122
[12] https://twitter.com/ravenscimaven/status/1404750695459401732
[7] https://twitter.com/ravenscimaven/status/1404535791020302337
[5] https://smartypants.store/
[5] https://twitter.com/ravenscimaven/status/1405234028320538632
[5] https://twitter.com/ravenscimaven/status/1405231138323435529
[4] https://twitter.com/ravenscimaven/status/1404581138316894212
[3] https://twitter.com/ravenscimaven/status/1404569044330680322
[3] https://smartypants.store/collections/feminist/products/girls-just-wanna-have-funding-for-scientific-research-unisex-shirt
[3] https://twitter.com/ravenscimaven/status/1405933719840563203

Top URLs in Tweet in G5:
[10] https://twitter.com/ravenscimaven/status/1406780248415522823
[5] https://twitter.com/ravenscimaven/status/1405348059345793026
[3] https://twitter.com/ravenscimaven/status/1405234028320538632
[3] https://twitter.com/girltalkbureau/status/1405263389392257024
[2] https://twitter.com/ravenscimaven/status/1405857362322374659
[2] https://twitter.com/ravenscimaven/status/1406864776794411009
[1] https://twitter.com/ravenscimaven/status/1406982373779116032
[1] https://twitter.com/ravenscimaven/status/1404817306748964866
[1] https://www.onlychildhandicrafts.com/
[1] https://twitter.com/DesignsByOnye/status/1406103738977300482?s=19

Top URLs in Tweet in G7:
[7] https://twitter.com/ravenscimaven/status/1405231138323435529
[4] https://twitter.com/ravenscimaven/status/1405248153050181632
[3] https://www.thoughtco.com/chlorophyll-definition-role-in-photosynthesis-4117432
[3] https://www.wlrn.org/local-news/2021-06-16/history-of-phosphate-mining-in-florida-fraught-with-peril
[3] https://www.amazon.com/Phosphorus-Past-Future-Jim-Elser/dp/0199916918
[2] https://www.youtube.com/watch?v=CpTzawl3OmI

[1] https://en.wikipedia.org/wiki/Tetraxenonogold(II)?wprov=sfti1
[1] https://twitter.com/ravenscimaven/status/1405933719840563203?s=20

Top URLs in Tweet in G8:
[3] https://twitter.com/ravenscimaven/status/1404773110679838721
[3] https://twitter.com/ravenscimaven/status/1405261552572321793
[2] https://twitter.com/ravenscimaven/status/1401708860570845188
[2] https://twitter.com/ravenscimaven/status/1404569044330680322
[1] https://twitter.com/ravenscimaven/status/1404750695459401732
[1] https://twitter.com/ravenscimaven/status/1405963249263198213
[1] https://twitter.com/jeremywaisome/status/1405992569683730434
[1] https://twitter.com/ravenscimaven/status/1404773110679838721?s=21
[1] https://www.youtube.com/watch?v=cNOsA4nH8yE&feature=youtu.be


Top URLs in Tweet in G9:
[9] https://twitter.com/ravenscimaven/status/1404598577117204482
[2] https://twitter.com/ravenscimaven/status/1404468888671301638
[1] https://twitter.com/dangchick1/status/1405197435366952963
[1] https://pubmed.ncbi.nlm.nih.gov/30822310/
[1] https://gizmodo.com/raven-the-science-maven-has-a-message-for-aspiring-stem-1846366959
[1] https://virtuouscon.com/
[1] https://twitter.com/ravenscimaven/status/1404854359553359878
[1] https://twitter.com/ravenscimaven/status/1405248153050181632
[1] https://www.youtube.com/watch?v=hsWr_JWTZss&feature=youtu.be


Top URLs in Tweet in G10:
[1] https://youtu.be/2eYydaeSnL0
[1] https://www.smithsonianmag.com/smart-news/super-constipated-florida-lizard-breaks-records-gargantuan-poop-180974813/#.YMjJHgvXT-4.twitter
[1] https://www.bankrate.com/loans/student-loans/scholarships-for-black-women/
[1] https://sites.google.com/view/scholarshipguru/scholarships?authuser=0
[1] https://www.traderjoesgroceryreviews.com/trader-joes-guacamole-avocados-number/
[1] https://www.youtube.com/watch?v=dAv4aIjlpsU&feature=youtu.be

[1] https://www.youtube.com/playlist?list=PLh84LGgYuu4ol5NJSi8Vmph4IvIr7fKXW

[1] https://en.wikipedia.org/wiki/Arte
[1] https://www.usgs.gov/special-topic/water-science-school/science/how-much-water-there-earth?qt-science_center_objects=0#qt-science_center_objects
[1] https://blogs.sciencemag.org/pipeline/archives/2013/01/09/things_i_wont_work_with_azidoazide_azides_more_or_less

Top Domains
Top Domains in Tweet in Entire Graph:
[969] twitter.com
[67] youtube.com
[44] virtuouscon.com
[27] gofundme.com
[23] gizmodo.com
[22] smartypants.store
[10] nasa.gov
[9] illinois.edu
[8] wikipedia.org
[8] nih.gov

Top Domains in Tweet in G1:
[334] twitter.com
[36] youtube.com
[10] nasa.gov
[8] smartypants.store
[6] gofundme.com
[5] nih.gov
[3] virtuouscon.com
[3] blancphotographie.com
[3] wikipedia.org
[2] smithsonianmag.com

Top Domains in Tweet in G2:
[45] twitter.com
[40] virtuouscon.com
[21] gofundme.com
[19] gizmodo.com
[5] reinventedmagazine.com
[5] globalshakers.com
[4] youtube.com
[3] theguardian.com
[3] bankrate.com
[2] zachandzoe.co

Top Domains in Tweet in G3:
[197] twitter.com
[1] this.is

Top Domains in Tweet in G4:
[69] twitter.com
[12] smartypants.store
[1] gizmodo.com

Top Domains in Tweet in G5:
[35] twitter.com
[2] youtube.com
[1] onlychildhandicrafts.com

Top Domains in Tweet in G7:
[12] twitter.com
[3] thoughtco.com
[3] wlrn.org
[3] amazon.com
[2] youtube.com
[1] wikipedia.org

Top Domains in Tweet in G8:
[14] twitter.com
[1] youtube.com

Top Domains in Tweet in G9:
[14] twitter.com
[1] nih.gov
[1] gizmodo.com
[1] virtuouscon.com
[1] youtube.com

Top Domains in Tweet in G10:
[3] wikipedia.org
[2] youtube.com
[1] youtu.be
[1] smithsonianmag.com
[1] bankrate.com
[1] google.com
[1] traderjoesgroceryreviews.com
[1] usgs.gov
[1] sciencemag.org
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[98] womeninscience
[97] womenintheworld
[95] raventhesciencemaven
[93] stemwomen
[47] womeninstem
[44] lovingday
[43] stem
[40] belove
[23] truediversity
[16] blackinxconference



Top Hashtags in Tweet in G1:
[43] lovingday
[39] belove
[8] newprofilepic
[4] juneteenth
[4] microscopy
[4] sciart
[4] coral
[4] spawnathon2021
[4] stem
[4] artemis

Top Hashtags in Tweet in G2:
[28] stem
[22] womeninstem
[19] truediversity
[15] blackinxconference
[10] juneteenth
[9] virtuouscon
[8] scientist
[5] hiphopmd
[5] hiphopscience
[5] hiphop

Top Hashtags in Tweet in G3:
[1] congratulationsdr
[1] blackjoy
[1] goals
[1] phdchat
[1] wherethemoneyresides
[1] teambrgdgt
[1] chem
[1] chemistry
[1] chemtwitter
[1] stemgirl

Top Hashtags in Tweet in G4:
[20] womeninstem
[5] stem
[4] raventhesciencemaven
[4] stemfashion
[4] girlsinstem
[4] scicomm
[4] sciencemaven
[3] steminist
[2] drraven
[2] drraventhesciencemaven

Top Hashtags in Tweet in G5:
[84] womenintheworld
[83] womeninscience
[80] raventhesciencemaven
[80] stemwomen
[3] womeninstem
[3] femaleleadership
[3] inspiringwomen
[2] blackwomenalwaysandforever
[1] stemrules
[1] respectthedoctorate

Top Hashtags in Tweet in G7:
[3] phosphorus
[1] deoxyribonucleicacid
[1] dandelion
[1] womenintheworld
[1] raventhesciencemaven
[1] stemwomen
[1] womeninscience
[1] hakunamatata

Top Hashtags in Tweet in G8:
[2] stem
[2] girlsinstem
[2] adhd
[2] scicomm
[1] womenintheworld
[1] raventhesciencemaven
[1] stemwomen
[1] womeninscience
[1] newprofilepic
[1] science

Top Hashtags in Tweet in G9:
[2] orthotwitter
[2] foundthatdoc
[1] truediversity
[1] stem
[1] cakeforbreakfast
[1] hcwvshunger
[1] vaccinemandates
[1] disasterplasty

Top Hashtags in Tweet in G10:
[2] 2carbonz
[1] womenintheworld
[1] raventhesciencemaven
[1] stemwomen
[1] womeninscience

Top Words
Top Words in Tweet in Entire Graph:
[4661] ravenscimaven
[466] science
[460] love
[448] happy
[430] dr
[424] raven
[418] looks
[403] photo
[378] job
[363] scientist

Top Words in Tweet in G1:
[2330] ravenscimaven
[348] love
[329] photo
[324] happy
[320] job
[319] looks
[283] scientist
[240] birthday
[230] likes
[186] dr

Top Words in Tweet in G2:
[450] ravenscimaven
[121] science
[87] reinventedmag
[76] cover
[72] magazine
[61] look
[61] more
[54] first
[43] dnlee5
[40] morganstateu

Top Words in Tweet in G3:
[9] love
[7] time
[7] look
[7] really
[6] science
[6] family
[6] raven
[6] thread
[5] beautiful
[5] know

Top Words in Tweet in G4:
[148] ravenscimaven
[54] science
[53] smartypantsgear
[47] hillaryclinton
[38] going
[36] black
[33] picture
[31] grandma
[31] found
[30] clinton

Top Words in Tweet in G5:
[179] ravenscimaven
[172] raven
[96] dr
[84] #womenintheworld
[83] science
[83] maven
[83] #womeninscience
[80] meet
[80] today's
[80] segment

Top Words in Tweet in G6:
[150] creature
[127] ravenscimaven
[116] spacecadetshep
[79] people
[77] video
[76] ocean
[76] exactly
[75] assuming
[75] smiling
[75] laughing

Top Words in Tweet in G7:
[211] ravenscimaven
[25] molecule
[20] good
[19] gabefilippelli
[19] petrichor
[16] life
[13] first
[13] answer
[13] jshuckelberry
[12] shouldn

Top Words in Tweet in G8:
[103] ravenscimaven
[56] mrsciencemaven
[43] birthday
[37] happy
[22] dr
[15] raven
[8] look
[7] woman
[6] day
[6] wine

Top Words in Tweet in G9:
[109] ravenscimaven
[10] dr
[10] _nancymd
[10] show
[10] people
[9] phd
[9] tv
[9] someone
[9] woman
[9] much

Top Words in Tweet in G10:
[149] ravenscimaven
[62] thephysicsgirl
[20] dihydrogen
[18] monoxide
[11] dr
[11] afro_herper
[10] alovelytoy
[10] blackinxnetwork
[10] morganstateu
[8] acid

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[315] photo,job
[311] scientist,looks
[299] happy,birthday
[257] dr,raven
[181] ravenscimaven,happy
[144] science,maven
[139] raven,science
[125] love,love
[119] spacecadetshep,ravenscimaven
[108] social,media

Top Word Pairs in Tweet in G1:
[280] photo,job
[256] scientist,looks
[208] happy,birthday
[142] ravenscimaven,happy
[122] love,love
[94] dr,raven
[88] views,going
[88] going,jay
[86] over,million
[86] million,views

Top Word Pairs in Tweet in G2:
[48] magazine,cover
[46] first,magazine
[46] cover,reinventedmag
[35] ravenscimaven,reinventedmag
[32] learn,more
[27] theblerdgurl,drrubidium
[27] drrubidium,_adverbia
[27] _adverbia,dnlee5
[25] science,geeks
[25] geeks,comic

Top Word Pairs in Tweet in G3:
[3] dihydrogen,monoxide
[2] love,much
[2] birds,words
[2] favorite,things
[2] people,love
[2] dr,raven
[2] going,back
[2] whole,thread
[2] need,more
[2] car,salesman

Top Word Pairs in Tweet in G4:
[29] going,baby
[29] baby,photos
[29] photos,found
[29] found,casual
[29] casual,picture
[29] picture,grandma
[29] grandma,buddied
[29] buddied,hillary
[29] hillary,clinton
[29] clinton,hillaryclinton

Top Word Pairs in Tweet in G5:
[90] dr,raven
[83] raven,science
[83] science,maven
[80] meet,dr
[80] maven,today's
[80] today's,#womenintheworld
[80] #womenintheworld,segment
[80] segment,introducing
[80] introducing,molecular
[80] molecular,biologist

Top Word Pairs in Tweet in G6:
[114] spacecadetshep,ravenscimaven
[76] ravenscimaven,exactly
[75] exactly,people
[75] people,assuming
[75] assuming,creature
[75] creature,smiling
[75] smiling,laughing
[75] laughing,applying
[75] applying,human
[75] human,qualities

Top Word Pairs in Tweet in G7:
[19] gabefilippelli,ravenscimaven
[13] jshuckelberry,ravenscimaven
[9] ravenscimaven,y'all
[9] y'all,many
[9] many,good
[9] good,ones
[9] ones,first
[9] first,needed
[9] needed,dig
[9] dig,answer

Top Word Pairs in Tweet in G8:
[48] ravenscimaven,mrsciencemaven
[33] happy,birthday
[29] mrsciencemaven,happy
[10] dr,raven
[8] dr,birthday
[8] birthday,dr
[6] birthday,woman
[5] wine,dine
[5] dine,dr
[5] woman,mrsciencemaven

Top Word Pairs in Tweet in G9:
[9] tv,show
[8] ravenscimaven,ashleygwinter
[8] please,someone
[8] someone,give
[8] give,woman
[8] woman,tv
[7] _nancymd,ortho_pa
[7] ortho_pa,speakuportho
[6] book_historia,ravenscimaven
[6] mymomthesurgeon,naanderthaal

Top Word Pairs in Tweet in G10:
[61] thephysicsgirl,ravenscimaven
[18] dihydrogen,monoxide
[10] afro_herper,ravenscimaven
[10] ravenscimaven,morganstateu
[9] alovelytoy,blackinxnetwork
[9] blackinxnetwork,ravenscimaven
[8] josgagne,ravenscimaven
[6] ravenscimaven,dihydrogen
[5] drcoles6,ravenscimaven
[5] olafdoschke,thephysicsgirl

Top Replied-To
Top Replied-To in Entire Graph:
@ravenscimaven
@spacecadetshep
@thephysicsgirl
@icytheartist
@bebo_bols02
@realsexycyborg
@alovelytoy
@jaedynruli
@sbanks20
@wwchemmath

Top Replied-To in G1:
@ravenscimaven
@icytheartist
@leadinglatinaed
@somegirlcleo
@weather_katie
@realsexycyborg
@politicalsphinx
@kawherp
@imekulo
@climatehuman

Top Replied-To in G2:
@ravenscimaven
@bebo_bols02
@wwchemmath
@mutunustutunus1
@hood_naturalist
@christina_baze
@tiffscribes
@momummy19
@alovelytoy
@spacecadetshep

Top Replied-To in G4:
@ravenscimaven
@futuredrdukes
@riverofscience
@smartypantsgear
@drpettydiva
@karenisagm
@jrcfoundation
@laurabergerol
@brittgratreak
@biofillea

Top Replied-To in G5:
@ravenscimaven
@docjessm
@girltalkbureau
@malyndaac
@jhumphrey1
@votergirlca
@gumbygrrl
@flockofwords
@katiezeppieri
@savvyology

Top Replied-To in G6:
@spacecadetshep
@ravenscimaven
@keishabiospec
@jamie_schimenti
@vmcombs
@hapyresearchers
@blackwall88
@amyapunk

Top Replied-To in G7:
@ravenscimaven
@denovo_fatima
@drlimnology
@aguitavu
@drterdal
@crnchymama
@sigmaaldrich
@zarana_
@xanindigo
@secondnaturemb

Top Replied-To in G8:
@ravenscimaven
@rjepiobwarrior
@themonaleo
@hapyresearchers
@laurenunderwood
@violaspeckle

Top Replied-To in G9:
@ravenscimaven
@thousandfabrics
@book_historia
@_nancymd
@altnede
@bigrockbigriver
@stinethebean
@joyhenningsenmd
@ortho_pa
@momummy19

Top Replied-To in G10:
@ravenscimaven
@thephysicsgirl
@afro_herper
@alovelytoy
@drcoles6
@olafdoschke
@d_veebee
@mattbenic
@reneetron
@marmundoskits

Top Mentioned
Top Mentioned in Entire Graph:
@ravenscimaven
@reinventedmag
@mrsciencemaven
@smartypantsgear
@hillaryclinton
@morganstateu
@dnlee5
@blackinxnetwork
@theblerdgurl
@malcolmnance

Top Mentioned in G1:
@ravenscimaven
@malcolmnance
@alt_nasa
@mrsciencemaven
@realsexycyborg
@smartypantsgear
@drjengunter
@hillaryclinton
@nasa_orion
@_astro_nerd_

Top Mentioned in G2:
@ravenscimaven
@reinventedmag
@dnlee5
@morganstateu
@theblerdgurl
@blackinxnetwork
@drrubidium
@_adverbia
@auntlindsey
@vanguardstem

Top Mentioned in G4:
@ravenscimaven
@smartypantsgear
@hillaryclinton
@neurocurls
@reinventedmag
@futuredrdukes
@drpettydiva
@merriamwebster
@mrsciencemaven
@summer_from_ca

Top Mentioned in G5:
@ravenscimaven
@girltalkbureau
@adcaulfield
@reinventedmag
@bruceshark5
@teethagoddess
@princesschemai
@testedcom
@alt_nasa
@alhendiify

Top Mentioned in G6:
@ravenscimaven
@spacecadetshep
@academicchatter
@hillaryclinton
@jamie_schimenti

Top Mentioned in G7:
@ravenscimaven
@gabefilippelli
@jshuckelberry
@fayevogely
@drlimnology
@riotgere
@sigmaaldrich
@greenfirehvac
@benosteen
@aguitavu

Top Mentioned in G8:
@mrsciencemaven
@ravenscimaven
@alroker
@blkgirllostkeys
@hillaryclinton
@academicchatter
@danidonovan
@moefeliu
@devin_eleven

Top Mentioned in G9:
@ravenscimaven
@speakuportho
@naanderthaal
@ashleygwinter
@ortho_pa
@mymomthesurgeon
@joyhenningsenmd
@_nancymd
@drmarthagulati
@etsshow

Top Mentioned in G10:
@ravenscimaven
@thephysicsgirl
@morganstateu
@blackinxnetwork
@josgagne
@andrewturnwall
@yellowstoneten
@reinventedmag
@eco_evo_nerd
@missgibbreads

Top Tweeters
Top Tweeters in Entire Graph:
@dichristine
@7b73f39b85e1415
@gojira007x
@lizditz
@russelltim151
@marthalynneowe1
@guardian
@blackphysicists
@chartoc
@lianabrooks

Top Tweeters in G1:
@7b73f39b85e1415
@gojira007x
@russelltim151
@blackphysicists
@chartoc
@rebellegrrl
@betseybess
@tempkt
@cindynorth1
@gyggy

Top Tweeters in G2:
@guardian
@moniselseward
@nicochan33
@juliebhunt
@darkmattersproj
@riotheatherrr
@eyemagistus
@notingshaw
@academicchatter
@jchrispires

Top Tweeters in G3:
@hersoulwrites
@sabbydoux
@rawrrenski
@robotbeat
@ashleeaburnett
@mane_mbsmith
@mwolfers
@shoesforall
@mrjaywashington
@joykirr

Top Tweeters in G4:
@janesepmeier
@groovesdc
@agizzle357
@summer_from_ca
@lacadri34
@gstewtwo
@harleyb11
@smaugdude
@mimsyyamaguchi
@gemini6ice

Top Tweeters in G5:
@marthalynneowe1
@sarahcoldheart
@maysoonzayid
@teethagoddess
@audiblevideo
@claude859
@kimsuee
@zeroutopia
@supremeshay_
@shellterrell

Top Tweeters in G6:
@panthergodbast
@_deardiaryyy
@nattie_best
@drhoctor2
@sweettimepickle
@_liciiaa_
@gdbabay
@rhumdeuter
@shubblington
@mykwesi

Top Tweeters in G7:
@freediver_doris
@renissance_1
@freiherrkvk
@benosteen
@crnchymama
@kaabwe
@manonatelier
@tanisha_ev
@jerri_lynn25
@hazem_awad

Top Tweeters in G8:
@lizditz
@roscoegerm
@miri_iron
@nouchire2020
@karendrives
@devin_eleven
@roh_tweets
@kattrinbee
@blkgirllostkeys
@ttwright07

Top Tweeters in G9:
@dichristine
@ltuhura2017
@elegantinab
@drmarthagulati
@btotheapp
@jugglingfitness
@drjessigold
@chasetmanderson
@thousandfabrics
@teachersmith60

Top Tweeters in G10:
@akobioduduwa
@eigenseide
@jerrystillman
@afro_herper
@sptaillefer
@d_veebee
@tingilinde
@nextlevelguy
@sum_dude44
@wwchemmath