scienceteacher, Twitter, 6/6/2020 1:18:30 AM, 228832


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scienceteacher_2020-06-05_17-33-00.xlsx
scienceteacher_2020-06-05_17-33-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 06, 2020
Short Description:
scienceteacher via NodeXL https://bit.ly/2AI4K9G
@easygeography
@mdispezio
@jc_james_clark
@stem_ai
@scixchangeru
@fscslaptonley
@nsta
@fieldstudiesc
@humhublewisham
@edvotek

Top hashtags:
#scienceteacher
#science
#biology
#apbio
#apbiology
#biologyteacher

Description:
Description
The graph represents a network of 1,193 Twitter users whose tweets in the requested range contained "scienceteacher", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 06 June 2020 at 00:35 UTC.

The requested start date was Saturday, 06 June 2020 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 65-day, 2-hour, 8-minute period from Wednesday, 01 April 2020 at 11:52 UTC to Friday, 05 June 2020 at 14:01 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 : 1193
Unique Edges : 603
Edges With Duplicates : 2229
Total Edges : 2832
Number of Edge Types : 5
Mentions : 434
Tweet : 708
Retweet : 766
MentionsInRetweet : 890
Replies to : 34
Self-Loops : 723
Reciprocated Vertex Pair Ratio : 0.0539112050739958
Reciprocated Edge Ratio : 0.102306920762287
Connected Components : 355
Single-Vertex Connected Components : 187
Maximum Vertices in a Connected Component : 180
Maximum Edges in a Connected Component : 553
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.847919
Graph Density : 0.000701097565778
Modularity : 0.377322
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 1,193 Twitter users whose tweets in the requested range contained "scienceteacher", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 06 June 2020 at 00:35 UTC.

The requested start date was Saturday, 06 June 2020 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 65-day, 2-hour, 8-minute period from Wednesday, 01 April 2020 at 11:52 UTC to Friday, 05 June 2020 at 14:01 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".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : scienceteacher
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:
[14] https://www.field-studies-council.org/fsc-fieldworklive/
[10] https://www.instagram.com/p/B_lvLI0AiPg/?igshid=1fo2zv4pmkmdb
[9] http://rockheadsciences.com/lecturer-geochemistry-dr-marc-k-reichow-marcreichow-a-day-in-the-geolife-series/
[9] https://exploratorium.edu/
[7] http://www.aliefisd.net
[5] https://read.activelylearn.com/#teacher/reader/authoring/preview/1461476/notes
[5] https://read.activelylearn.com/#teacher/reader/authoring/preview/1385306/notes
[5] https://etsy.com/listing/783199375
[5] https://www.youtube.com/watch?v=KoOkHx3LGu8&feature=youtu.be

[4] https://wildlifelesson.wordpress.com/2020/06/03/sorting-and-matching/

Top URLs in Tweet in G1:
[2] https://www.pinterest.com/HMHLearning/hmh-science-lab/
[2] https://www.etsy.com/listing/473581078/vintage-underwater-creatures-flash-cards?ref=shop_home_active_1
[2] https://assisttohire.com/job/28566/
[2] https://myokapi.com/going-going-gone-p-38.html
[2] https://www.scienceandmathwithmrslau.com/2019/05/chemical-compound-naming-fun/
[2] https://www.theatremagic.com/giveaway/
[2] http://www.minisciencecentre.in
[1] https://www.teacherspayteachers.com/Store/Engaging-And-Thought-provoking-Science-Resources
[1] https://www.etsy.com/uk/JewelleryAndJangles/listing/778160736/serotonin-molecule-necklace-molecule?utm_campaign=Share&utm_medium=social_organic&utm_source=DSMT2&utm_term=so.smt&share_time=1585917148000
[1] https://twitter.com/theskylabstem/status/1247108044883988480

Top URLs in Tweet in G2:
[1] https://www.timeout.com/london/news/get-david-attenborough-to-teach-your-children-geography-and-biology-042020?utm_medium=Social&utm_source=Facebook&cid=%7Elondon%7Enatsoc%7Efacebook%7Eechobox#Echobox=1587383862
[1] https://www.bbc.co.uk/news/resources/idt-985b9374-596e-4ae6-aa04-7fbcae4cb7ee?ns_mchannel=social&ns_linkname=news_central&ns_source=twitter&ns_campaign=bbc_weather
[1] https://www.youtube.com/watch?v=TWb4KlM2vts&feature=youtu.be

[1] https://www.gfdrr.org/en/feature-story/dry-drier-drought-understanding-and-tackling-drought-hazards?cid=ECR_TT_WorldBank_EN_EXT&hootPostID=188ae7d0e5681371539b300e593c6d88

Top URLs in Tweet in G3:
[14] https://www.field-studies-council.org/fsc-fieldworklive/
[3] https://encounteredu.com/live-lessons/fsc-fieldworklive-2020
[3] https://encounteredu.com/live-lessons/building-a-fieldwork-toolkit-for-new-science-teachers

Top URLs in Tweet in G4:
[1] https://open.spotify.com/episode/2M6c0XDJlbEsdc8Ynt7gnC?si=t3N1VizgR92OUBkXtGa3UA
[1] https://open.spotify.com/episode/0xfms18tqbt3bTYhp2dfpg?si=0yui27VtTWqQoebGdxrOgQ
[1] https://twitter.com/thebiospace/status/1246116316513054720
[1] https://open.spotify.com/episode/2bMmKtv9y5uHN2xV7KlYmd?si=Lu52mpcVRnqQmENmotRfag
[1] https://open.spotify.com/episode/7wmymkqA0Hv4oPrCIH1x7w?si=_7diQ8PkR-2z_7XIJv63iQ
[1] https://open.spotify.com/episode/6vHOkJMo9itlQzIoB3BCMO?si=dvhbvTuMSTilTYR0-aHeiw
[1] https://open.spotify.com/episode/06F9IYBBnV0TakT8QOzUQf?si=ZC7W7UmaSeqhiTmabW5-eA
[1] https://open.spotify.com/episode/2EO75gWIwmDmAAVB4HfnQ8?si=oXY7KaQ2SqCNKiTdqsppSA
[1] https://open.spotify.com/episode/5UcXfYgNZCU1WswA4ukh8j?si=1xKcvE-lTxuFXh3UtPcFzA
[1] https://open.spotify.com/episode/39AmCK5y2PwSaQ9rxHsTEi?si=3H2nF-auS5mpF7FW1p0Q7g

Top URLs in Tweet in G5:
[3] http://www.k12prospects.com/LP/Avoiding-Email-Spam-Filters/Marketing-to-Schools-Avoiding-Email-Spam-Filters.html?utm_source=twitter&utm_medium=posting-image&utm_campaign=avoid-the-spam-folder&utm_content=textlink
[2] http://covid19.michaeldispezio.com
[2] http://learn.hmhco.com/Science-Of-COVID-19
[1] https://youtu.be/umySjozmqX0
[1] https://justlearning.in/
[1] https://www.youtube.com/watch?v=jBnmPLHjUdg&feature=youtu.be

[1] https://www.youtube.com/watch?v=FWLKXzjn0NI&feature=youtu.be

[1] https://www.youtube.com/watch?v=ZKG3IAKXHlU&feature=youtu.be

[1] https://www.youtube.com/watch?v=VvHya2D1R-I&feature=youtu.be

[1] https://youtu.be/BPhfs5_kk8o

Top URLs in Tweet in G6:
[5] https://www.youtube.com/watch?v=KoOkHx3LGu8&feature=youtu.be

[2] https://www.youtube.com/user/EdvotekInc/videos
[2] https://www.cdc.gov/smallpox/history/history.html
[1] https://blog.edvotek.com/2020/05/05/four-cool-science-articles-that-arent-about-coronavirus/
[1] https://twitter.com/twomicroliters/status/1250646697346097158
[1] https://blog.edvotek.com/2020/03/18/calling-all-scientists/
[1] https://twitter.com/TranscribeSI/status/1250788704257544193
[1] https://www.edvotek.com/site/pdf/AP03.pdf
[1] https://blog.edvotek.com/2020/04/07/five-citizen-science-apps-to-try-for-citizen-science-month/
[1] https://www.edvotek.com/381

Top URLs in Tweet in G7:
[3] https://teacher.desmos.com/activitybuilder/custom/56335529ec3e78500fdf476b
[3] https://docs.google.com/presentation/d/1xCHmDLm3Y4JfQNhxzWDD-HovsZGPtW8_itWL21BZZCU/edit
[2] https://docs.google.com/presentation/d/1JxODCKUarxzyHgXQxj4QfDML25JfWlTr6ogUGJx1ohA/edit?usp=sharing
[2] https://docs.google.com/presentation/d/16bHq7QTGdLObGgeQTr1KFrsL_Ftt9ve2MwbA-3wJxMM/edit?usp=sharing
[1] https://twitter.com/mrsestepscience/status/1256725840915726341
[1] https://twitter.com/RealALEXAN/status/1253551488443400192
[1] https://docs.google.com/presentation/d/1APYqGApL40ON5tpFMCAI-o6u3pmZIOMXGQuYhHwC1VU/edit?usp=sharing
[1] https://docs.google.com/presentation/d/1TeEmh9zkRuXFXsrqCtKI4XmggCsM2VtUvkN4RSZ8Zio/edit?usp=sharing
[1] https://docs.google.com/presentation/d/1iXeo7S7GoN2I3n9VqHcUzKYvrQxUgA05r0BupyNv6w4/edit?usp=sharing

Top URLs in Tweet in G8:
[1] https://twitter.com/biogogy/status/1253607157666373633
[1] https://twitter.com/nasa_es/status/1252941331456036866
[1] https://twitter.com/fcompartircol/status/1246165574301790210
[1] https://twitter.com/planetovar/status/1251333872677195779
[1] https://twitter.com/OfficeClimate/status/1254792154200731650

Top URLs in Tweet in G9:
[10] https://www.instagram.com/p/B_lvLI0AiPg/?igshid=1fo2zv4pmkmdb
[1] https://lifethroughgreentintedglasses.blog/2020/04/01/xizzaxs-shop-of-human-parts-a-deal-that-will-make-you-jump-out-of-your-skin/

Top URLs in Tweet in G10:
[1] https://wjla.com/news/local/dc-chemistry-teacher-transforms-kitchen-into-classroom-to-teach-students-from-home

Top Domains
Top Domains in Tweet in Entire Graph:
[66] twitter.com
[59] instagram.com
[47] youtube.com
[25] etsy.com
[22] spotify.com
[20] wardsci.com
[18] activelylearn.com
[15] co.uk
[15] google.com
[14] field-studies-council.org

Top Domains in Tweet in G1:
[42] instagram.com
[22] twitter.com
[10] youtube.com
[5] etsy.com
[5] co.uk
[4] amazon.com
[3] tiktok.com
[3] scienceandmathwithmrslau.com
[2] pinterest.com
[2] teacherspayteachers.com

Top Domains in Tweet in G2:
[1] timeout.com
[1] co.uk
[1] youtube.com
[1] gfdrr.org

Top Domains in Tweet in G3:
[14] field-studies-council.org
[6] encounteredu.com

Top Domains in Tweet in G4:
[22] spotify.com
[2] twitter.com
[1] apple.com
[1] youtube.com

Top Domains in Tweet in G5:
[4] youtu.be
[4] youtube.com
[3] k12prospects.com
[2] michaeldispezio.com
[2] hmhco.com
[1] justlearning.in
[1] ryerson.ca
[1] mailchi.mp
[1] teespring.com
[1] google.com

Top Domains in Tweet in G6:
[9] edvotek.com
[7] youtube.com
[6] twitter.com
[2] cdc.gov
[1] google.com
[1] nih.gov
[1] mrwizarstudios.com

Top Domains in Tweet in G7:
[10] google.com
[3] desmos.com
[2] twitter.com

Top Domains in Tweet in G8:
[5] twitter.com

Top Domains in Tweet in G9:
[10] instagram.com
[1] lifethroughgreentintedglasses.blog

Top Domains in Tweet in G10:
[1] wjla.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1173] scienceteacher
[462] science
[265] biology
[237] apbio
[231] apbiology
[163] biologyteacher
[121] iteachscience
[119] bio
[110] podcast
[107] collegeboard



Top Hashtags in Tweet in G1:
[250] scienceteacher
[90] science
[35] teacher
[26] education
[19] teacherlife
[15] physics
[14] chemistry
[13] teaching
[13] teachers
[12] biology

Top Hashtags in Tweet in G2:
[61] geography
[55] volcano
[7] geographyteacher
[7] scienceteacher
[3] drought
[2] geology
[2] plasticwaste
[2] teacher
[1] gis
[1] earthquake

Top Hashtags in Tweet in G3:
[43] cpd
[43] pgce
[42] rqts
[34] nqt
[33] schooldirect
[24] scienceteacher
[17] fieldwork
[16] freecpd
[10] fieldworklive
[9] nqts

Top Hashtags in Tweet in G4:
[234] apbio
[229] apbiology
[223] biology
[220] science
[199] scienceteacher
[144] biologyteacher
[119] bio
[110] podcast
[107] collegeboard
[105] testprep

Top Hashtags in Tweet in G5:
[23] scienceteacher
[15] k12
[10] sarscov2
[9] science
[7] stem
[7] schoolproject
[6] mathsteacher
[5] technology
[5] covidー19
[5] convalescentplasma

Top Hashtags in Tweet in G6:
[41] scienceteacher
[28] stemed
[20] stemeducation
[10] biotechnology
[9] scied
[8] scienceeducation
[8] science
[8] distancelearning
[7] happybirthday
[7] teacherappreciationweek2020

Top Hashtags in Tweet in G7:
[23] scienceteacher
[23] ngss
[9] phenomenon
[8] casestudies
[8] science
[7] teachfromhome
[7] edtech
[5] periodictable
[5] elements
[4] stem

Top Hashtags in Tweet in G8:
[6] stem
[6] stemeducation
[6] teacher
[6] scienceteacher
[5] science
[2] school
[2] scienceathome
[1] feachersforfuture
[1] educacion
[1] astronomia

Top Hashtags in Tweet in G9:
[56] scienceteacher
[56] togetherinheart
[41] nasa
[37] digitallearning
[30] natgeo
[29] space
[24] spacescience
[20] microsoftteams
[20] ufo
[17] astronomy

Top Hashtags in Tweet in G10:
[19] scienceteacher
[1] distancelearning
[1] inspiration

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:
[249] #scienceteacher
[90] #science
[54] science
[35] #teacher
[26] #education
[23] teacher
[21] students
[19] more
[19] #teacherlife
[17] today

Top Words in Tweet in G2:
[106] easygeography
[61] #geography
[61] geography
[55] #volcano
[54] teacher
[54] choose
[54] use
[54] drone
[54] spectacular
[54] footage

Top Words in Tweet in G3:
[54] free
[53] fieldstudiesc
[48] upcoming
[43] #cpd
[43] #pgce
[42] sessions
[42] #rqts
[35] students
[34] #nqt
[33] calling

Top Words in Tweet in G4:
[234] #apbio
[229] #apbiology
[228] #biology
[225] #science
[199] #scienceteacher
[144] #biologyteacher
[128] apsoluterecap
[121] #bio
[110] #podcast
[107] #collegeboard

Top Words in Tweet in G5:
[23] #scienceteacher
[17] free
[17] mdispezio
[16] understanding
[16] covid
[16] 19
[15] #k12
[14] avoid
[12] april
[12] present

Top Words in Tweet in G6:
[41] #scienceteacher
[32] edvotek
[28] #stemed
[20] #stemeducation
[16] edt
[16] live
[15] join
[14] thurs
[12] 14
[12] 1pm

Top Words in Tweet in G7:
[23] #scienceteacher
[23] #ngss
[20] etownscience
[14] use
[12] science
[11] one
[10] looking
[10] way
[10] digital
[10] review

Top Words in Tweet in G8:
[6] profesor
[6] ciencias
[6] vale
[6] pena
[6] #stem
[6] #stemeducation
[6] #teacher
[6] #scienceteacher
[5] #science
[5] seceducacundi

Top Words in Tweet in G9:
[73] l6
[70] shmslouisville
[56] #scienceteacher
[56] #togetherinheart
[46] mrsdzscientists
[41] #nasa
[37] #digitallearning
[30] #natgeo
[29] #space
[29] moon

Top Words in Tweet in G10:
[20] students
[19] support
[19] learning
[19] home
[19] #scienceteacher
[19] turned
[19] kitchen
[19] chemistry
[19] lab
[19] presented

Top Word Pairs
Top Word Pairs in Tweet in G2:
[19] geography,teacher
[15] teacher,choose
[8] choose,use
[8] use,drone
[8] drone,spectacular
[7] spectacular,footage
[7] footage,#volcano
[7] #volcano,#geography
[6] easygeography,geography
[6] #geography,#geographyt

Top Word Pairs in Tweet in G3:
[54] free,#cpd
[54] #cpd,sessions
[54] #rqts,#pgce
[54] #pgce,students
[54] calling,#nqt
[54] #nqt,#rqts
[54] students,#schooldirect
[54] #schooldirect,placements
[53] placements,two
[50] two,upcoming

Top Word Pairs in Tweet in G4:
[42] #apbio,#apbiology
[42] #biology,#science
[42] #science,#scienceteacher
[35] #apbiology,#bio
[33] #bio,#biology
[33] #apbiology,#biology
[33] #collegeboard,#testprep
[33] #testprep,#apexam
[33] #apexam,#apreview
[33] #apteacher,#apstudent

Top Word Pairs in Tweet in G5:
[228] covid,19
[204] free,webinar
[194] webinar,understanding
[115] understanding,teaching
[115] teaching,covid
[107] 19,grades
[104] 9am,present
[102] #k12,#scienceteacher
[98] mdispezio,free
[97] here's,avoid

Top Word Pairs in Tweet in G6:
[16] #stemed,#stemeducation
[11] #scienceteacher,#stemed
[11] thurs,14
[11] 14,1pm
[11] 1pm,edt
[11] agarose,gel
[11] gel,electrophoresis
[9] edt,going
[9] going,live
[7] live,join

Top Word Pairs in Tweet in G7:
[14] looking,way
[12] way,keep
[12] keep,incorporating
[12] incorporating,#ngss
[12] #ngss,#phenomenon
[9] #phenomenon,science
[9] science,classroom
[8] classroom,try
[8] try,using
[8] using,cer

Top Word Pairs in Tweet in G8:
[9] profesor,ciencias
[9] ciencias,vale
[9] vale,pena
[9] #stem,#stemeducation
[9] #teacher,#scienceteacher
[9] #stemeducation,#science
[9] #science,#teacher
[9] mineducacion,mincienciasco
[9] acadcienciacol,aca_ciencia
[9] pena,#stem

Top Word Pairs in Tweet in G9:
[6] digital,learning
[6] shmslouisville,#togetherinheart
[6] during,digital
[6] l6,student
[4] learning,shmslouisville
[3] mrsdzscientists,l6
[3] moon,phases
[3] #nasa,#digitallearning
[3] l6,students
[3] #nasa,#natgeo

Top Word Pairs in Tweet in G10:
[22] support,students
[19] students,learning
[18] learning,home
[17] home,#scienceteacher
[15] #scienceteacher,turned
[14] turned,kitchen
[11] kitchen,chemistry
[10] chemistry,lab
[10] lab,presented
[10] 100kin10,support

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@apsoluterecap
@easygeography
@shmslouisville
@fieldstudiesc
@mrsdzscientists
@edvotek
@etownscience
@100kin10
@mdispezio
@etsymktgtool

Top Mentioned in G1:
@know_verse
@assisttohirenow
@feynmanism
@oakabooks

Top Mentioned in G2:
@easygeography
@nicolaraluk

Top Mentioned in G3:
@fieldstudiesc
@fscslaptonley
@encounteredu
@easygeography

Top Mentioned in G4:
@apsoluterecap
@stitcher
@gallagherlhs
@spotify
@applepodcasts
@ripleycourtprep
@the_fish_nerd
@sanjacintousd
@wevideo
@science_lps

Top Mentioned in G5:
@mdispezio
@nsta
@scixchangeru
@justlearning_in
@k12prospects
@sigmaxisociety
@nabt_news
@google
@activelylearn
@edchateu

Top Mentioned in G6:
@edvotek
@youtube
@nbcnews
@twomicroliters
@asbmb
@statnews
@arstechnica
@sigmaxisociety
@maryfis85671198
@sciencemagazine

Top Mentioned in G7:
@etownscience
@aliciamotter
@alicekeeler
@stem
@scjohnson
@target
@msrazzchemclass

Top Mentioned in G8:
@seceducacundi
@educacionbogota
@mincienciasco
@unisabana
@educaunisabana
@mineducacion
@malokabogota
@acadcienciacol
@aca_ciencia
@laprofe_epica

Top Mentioned in G9:
@shmslouisville
@mrsdzscientists
@hiarthuralien
@natgeoeducation
@shms
@easygeography
@jaymerrill10

Top Mentioned in G10:
@100kin10

Top Tweeters
Top Tweeters in Entire Graph:
@paoloigna1
@cowboyscifibot
@robre62
@femtech_
@elalam_vnz
@anthropocenuke0
@lawlor224
@jj_angelus
@cnn
@alicekeeler

Top Tweeters in G1:
@woodentek_world
@techninjatodd
@angieshandmade1
@shaganpawar
@thebiospace
@dstan58
@monecharl
@_cockaholic
@jewels_jangles
@meinthebalance

Top Tweeters in G2:
@anthropocenuke0
@johnzwicker1
@iamnotcrazy__
@lallyabrown
@cbradbee
@geographygem
@brenos100
@laureenrichar13
@ericharvieschl
@juicearaiza

Top Tweeters in G3:
@lawlor224
@drrlofthouse
@colinnwalker
@jua1313thomas
@mildthing99
@gis4schools
@britishspiders
@the_ga
@suetownsend3
@carltonlindrick

Top Tweeters in G4:
@adfreetalkradio
@lime_link
@msrozema
@spotify
@stitcher
@biomast
@wevideo
@ese_educator
@mattermagbot
@applepodcasts

Top Tweeters in G5:
@google
@edchateu
@markj_ohnson
@jc_james_clark
@nsta
@k12prospects
@imogenrcoephd
@fenellasaunders
@diverseforestry
@kuphysicsastro

Top Tweeters in G6:
@femtech_
@nbcnews
@arstechnica
@everburningfire
@statnews
@weareteachers
@asbmb
@sciencemagazine
@pbsteachers
@pbiwan

Top Tweeters in G7:
@alicekeeler
@target
@tarafarah7
@rialtoboard
@vxjoe
@scjohnson
@historyfrog
@gwenhilliard
@historysandoval
@mrreedshistory

Top Tweeters in G8:
@gusgomez1701
@educacionbogota
@tornilloarqui
@mineducacion
@minambienteco
@mabellaranews
@mincienciasco
@unisabana
@malokabogota
@pcorrea78

Top Tweeters in G9:
@cowboyscifibot
@maleeneeee
@mpax1
@jrodas76
@natgeoeducation
@seaturtlebot
@bebumbumm
@thelindav
@drbratcher_shms
@da_sukkis

Top Tweeters in G10:
@krsciencelady
@eddiedog9881
@mnguyen
@crscience
@dcmarlena
@ridercehs
@ncssm
@100kin10
@map10323
@amays_bwfund


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