distancelearning, Twitter, 4/11/2020 7:59:10 AM, 224795


FAQ | Problem?

distancelearning_2020-04-10_21-11-36.xlsx
distancelearning_2020-04-10_21-11-36.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 11, 2020
Short Description:
distancelearning via NodeXL https://bit.ly/34usadp
@googleforedu
@distancelrnbot
@mtholfsen
@leopoldcarrie
@pusdsecondary
@multilingualca
@highlanderinst
@stem_nastics
@runandrant
@ustelecom

Top hashtags:
#distancelearning
#googlemeet
#remotelearning
#covid19

Description:
Description
The graph represents a network of 5,258 Twitter users whose tweets in the requested range contained "distancelearning", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 11 April 2020 at 04:13 UTC.

The requested start date was Saturday, 11 April 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 1-day, 1-hour, 47-minute period from Thursday, 09 April 2020 at 22:12 UTC to Saturday, 11 April 2020 at 00:00 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 : 5258
Unique Edges : 5884
Edges With Duplicates : 1090
Total Edges : 6974
Number of Edge Types : 4
Tweet : 1802
Replies to : 133
MentionsInRetweet : 3750
Mentions : 1289
Self-Loops : 1802
Reciprocated Vertex Pair Ratio : 0.0232412060301508
Reciprocated Edge Ratio : 0.045426642111725
Connected Components : 1489
Single-Vertex Connected Components : 825
Maximum Vertices in a Connected Component : 2098
Maximum Edges in a Connected Component : 3361
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.134486
Graph Density : 0.000176800618610423
Modularity : 0.737229
NodeXL Version : 1.0.1.430
Data Import : The graph represents a network of 5,258 Twitter users whose tweets in the requested range contained "distancelearning", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 11 April 2020 at 04:13 UTC.

The requested start date was Saturday, 11 April 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 1-day, 1-hour, 47-minute period from Thursday, 09 April 2020 at 22:12 UTC to Saturday, 11 April 2020 at 00:00 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 : distancelearning
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:
[22] https://catlintucker.com/2020/04/offline-choice-board/
[9] https://www.albertogrados.org/2020/04/abp-covid-19.html
[7] http://mla-uk.com/online-and-dis
[6] https://teachbetter.com/
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=224702
[6] https://www.copernicused.com/product/dcs6/dewey-document-camera-microscope-light
[6] https://www.origoeducation.com/athome/
[5] https://www.imagineersteam.com/blog/virtual-science
[4] https://sites.google.com/view/mari-covid19-resources/home
[4] http://www.comicsineducation.com/store/p43/Maus%3A_An_Inquiry-Based_Unit_Plan_in_5_Lessons.html

Top URLs in Tweet in G1:
[3] https://www.origoeducation.com/athome/
[3] http://www.sciencetots.org/
[2] https://t.me/marijane17
[2] http://www.jgmckenney.com/my-blog/free-novel-and-study-unit-for-grades-7-and-8
[2] https://www.wevideo.com/view/1645776000
[1] https://twitter.com/i/web/status/1248373431642370051
[1] https://twitter.com/i/web/status/1248373693085929473
[1] https://twitter.com/i/web/status/1248373813613678592
[1] https://twitter.com/i/web/status/1248373879040606208
[1] https://twitter.com/i/web/status/1248374532756238338

Top URLs in Tweet in G2:
[20] https://catlintucker.com/2020/04/offline-choice-board/
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=224702
[2] https://teachercenter.withgoogle.com/fundamentals/unit?unit=66
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=224730
[2] https://catlintucker.com/2020/04/5-tips-for-teaching-online/
[2] https://www.edutopia.org/article/formative-assessment-distance-learning
[1] https://twitter.com/i/web/status/1248740042358562819
[1] http://goo.gle/2USCSWP
[1] http://goo.gle/3a8vWev
[1] http://goo.gle/2Qy7hbz

Top URLs in Tweet in G3:
[4] https://obgyn.ucsf.edu/residency-program/national-curriculum?fbclid=IwAR17KU8ST2qg1WguhsykAqRKhyPRqyZpwtFe8CYTj4jdGRveAzj018Ao-fs
[4] https://www.elitedaily.com/p/heres-how-to-break-up-when-youre-long-distance-its-not-working-out-22793069
[4] https://www.youtube.com/watch?v=t0dO226Jspo&feature=youtu.be

[4] https://www.youtube.com/watch?v=lRKPrHRS7dI&feature=youtu.be
[2] https://pagesix.com/2020/04/09/justin-timberlake-24-hour-parenting-is-just-not-human/
[2] https://nerdedoutblog.wordpress.com/2020/04/09/google-meet-is-now-in-google-classroom/
[2] https://www.youtube.com/watch?v=5qSUheqmito&feature=youtu.be

[2] https://nerdedoutblog.wordpress.com/2020/04/09/google-meet-video-conferencing/
[2] https://www.youtube.com/watch?v=tu1NNkvbLO4&feature=youtu.be

[2] https://www.instagram.com/p/B-x8REkhgfR/?igshid=1t6fwncrr0swj

Top URLs in Tweet in G4:
[3] https://flipgrid.com/80de1039
[1] https://twitter.com/i/web/status/1248643313466372097
[1] https://onedrive.live.com/embed?cid=BACAE6530619FB93&resid=BACAE6530619FB93%21144058&authkey=AH9_ox1tgaY18sM&em=2
[1] https://support.office.com/en-us/article/student-help-center-395ab230-55bf-44c6-b265-e832d729b694
[1] https://twitter.com/i/web/status/1248386905533632514
[1] https://twitter.com/i/web/status/1248699845600145408
[1] https://1drv.ms/x/s!ApP7GQZT5sq6iOMN_oZtupBzK5vF-A?e=aLdQWd
[1] https://www.youtube.com/playlist?list=PLqa7N83LLptyhhQET2BfxyYAywx1I9VDE

[1] https://twitter.com/i/web/status/1248410996571422721
[1] https://wakelet.com/wake/60ef07c0-3eab-4a59-82eb-f9fa2246c592

Top URLs in Tweet in G5:
[5] https://www.imagineersteam.com/blog/virtual-science
[2] https://kahoot.com/blog/2020/03/10/distance-learning-toolkit-connect-students-online/?utm_campaign=blog&utm_content=1586456579&utm_medium=social&utm_source=twitter
[1] https://twitter.com/i/web/status/1248677926847025152
[1] https://twitter.com/PearDeck/status/1247994526813257729
[1] https://twitter.com/i/web/status/1248638460044423169
[1] https://twitter.com/i/web/status/1248665527637204993
[1] https://twitter.com/i/web/status/1248666316078284802
[1] https://twitter.com/i/web/status/1248677644444540931
[1] https://twitter.com/i/web/status/1246977429169725440
[1] https://twitter.com/i/web/status/1248642656575598594

Top URLs in Tweet in G6:
[9] https://www.albertogrados.org/2020/04/abp-covid-19.html
[6] https://teachbetter.com/
[1] https://www.teachbetter.com/blog/teaching-and-learning-online-during-covid-19/
[1] https://twitter.com/i/web/status/1248754992829382662
[1] https://twitter.com/i/web/status/1248058110897459203
[1] https://docs.google.com/presentation/d/1PIWcLoecqu1sKxQaqF46Izrs9088b9qr0rkSzibmKB0/present?slide=id.g5ab1e38eee_24_0
[1] https://twitter.com/i/web/status/1246171731661815809
[1] https://twitter.com/i/web/status/1248656882752991233
[1] https://twitter.com/i/web/status/1248592773005152257
[1] https://twitter.com/i/web/status/1248379250022830081

Top URLs in Tweet in G7:
[4] http://www.comicsineducation.com/store/p43/Maus%3A_An_Inquiry-Based_Unit_Plan_in_5_Lessons.html
[3] https://www.commonsense.org/education/articles/7-ways-to-make-distance-learning-more-equitable
[1] https://twitter.com/i/web/status/1248761754118770688
[1] https://twitter.com/i/web/status/1247879397329297408
[1] https://twitter.com/i/web/status/1248757398254374913
[1] https://twitter.com/i/web/status/1248323328143536134
[1] https://twitter.com/i/web/status/1248686704959119360
[1] https://twitter.com/i/web/status/1248293625727012865
[1] https://twitter.com/i/web/status/1247939834896961539
[1] https://twitter.com/i/web/status/1248377413345480706

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/1248376674493673480
[1] https://twitter.com/i/web/status/1248680767980539905
[1] https://twitter.com/i/web/status/1248658627432349698
[1] https://twitter.com/i/web/status/1248649976999055361
[1] https://twitter.com/i/web/status/1248450393723396096
[1] https://twitter.com/portsprogram/status/1245908416800800769
[1] http://GetSupportEd.net/ELsOnline

Top URLs in Tweet in G9:
[6] https://www.copernicused.com/product/dcs6/dewey-document-camera-microscope-light
[2] https://www.pscp.tv/w/cV4eHTIyNjczNzF8MWdxeHZFWVZXanFKQqHtTqeAOR2vpjiFAhRVZmFk5_966V8U7aBmhn3-UPw6
[1] https://twitter.com/i/web/status/1248733755176562694
[1] https://twitter.com/i/web/status/1248376417739345920
[1] https://twitter.com/i/web/status/1248420456585031681
[1] http://dailystem.com/resources/
[1] https://twitter.com/i/web/status/1248212918275055617
[1] https://twitter.com/i/web/status/1248646669278818307
[1] https://twitter.com/i/web/status/1248684752732749824
[1] https://twitter.com/i/web/status/1248630384520093698

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/1248326348906598406
[1] https://twitter.com/i/web/status/1248715061209808914
[1] https://twitter.com/i/web/status/1248430496201105408

Top Domains
Top Domains in Tweet in Entire Graph:
[1932] twitter.com
[67] youtube.com
[37] paper.li
[26] catlintucker.com
[22] bit.ly
[19] google.com
[14] instagram.com
[14] teacherspayteachers.com
[9] albertogrados.org
[8] nodexlgraphgallery.org

Top Domains in Tweet in G1:
[750] twitter.com
[24] paper.li
[13] youtube.com
[10] instagram.com
[7] google.com
[7] teacherspayteachers.com
[3] origoeducation.com
[3] sciencetots.org
[2] t.me
[2] amazon.com

Top Domains in Tweet in G2:
[45] twitter.com
[22] catlintucker.com
[7] nodexlgraphgallery.org
[6] goo.gle
[2] withgoogle.com
[2] edutopia.org
[1] blog.google
[1] bit.ly
[1] co.uk

Top Domains in Tweet in G3:
[234] twitter.com
[15] youtube.com
[4] ucsf.edu
[4] elitedaily.com
[4] wordpress.com
[3] buff.ly
[3] instagram.com
[2] pagesix.com
[2] teacherspayteachers.com
[2] brightbundles.com

Top Domains in Tweet in G4:
[20] twitter.com
[3] flipgrid.com
[1] live.com
[1] office.com
[1] 1drv.ms
[1] youtube.com
[1] wakelet.com

Top Domains in Tweet in G5:
[50] twitter.com
[6] imagineersteam.com
[3] kahoot.com
[1] google.com
[1] rsmeitingen.org
[1] tinyurl.com
[1] catlintucker.com
[1] youtube.com
[1] bit.ly

Top Domains in Tweet in G6:
[10] twitter.com
[9] albertogrados.org
[7] teachbetter.com
[1] google.com

Top Domains in Tweet in G7:
[35] twitter.com
[4] comicsineducation.com
[3] commonsense.org
[1] comsen.se
[1] bit.ly
[1] kqed.org

Top Domains in Tweet in G8:
[6] twitter.com
[1] getsupported.net

Top Domains in Tweet in G9:
[18] twitter.com
[6] copernicused.com
[2] pscp.tv
[2] catlintucker.com
[1] dailystem.com
[1] youtube.com
[1] bit.ly
[1] kahoot.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2612] distancelearning
[573] googlemeet
[221] remotelearning
[78] covid19
[72] onlinelearning
[71] edtech
[66] coronavirus
[58] googleclassroom
[56] ocsb
[54] teachers



Top Hashtags in Tweet in G1:
[342] distancelearning
[22] onlinelearning
[21] googleclassroom
[19] remotelearning
[16] teachers
[15] homeschooling
[13] covid19
[13] elearning
[12] education
[11] googlemeet

Top Hashtags in Tweet in G2:
[533] googlemeet
[174] distancelearning
[11] googleclassroom
[10] googleei
[6] hangoutsmeet
[6] remotelearning
[6] ismonaco
[5] edtech
[5] steam
[4] onlinelearning

Top Hashtags in Tweet in G3:
[313] distancelearning
[11] covid19
[10] edtech
[7] teacherstrong
[7] zoom
[7] onlinelearning
[7] distanceteaching
[7] districtofchampions
[6] teacher
[6] covidー19

Top Hashtags in Tweet in G4:
[42] distancelearning
[39] remotelearning
[29] microsoftteams
[7] microsoftedu
[4] edtech
[4] 3vheat
[3] mieexpert
[3] edchat
[3] googlemeet
[2] googleedu

Top Hashtags in Tweet in G5:
[46] distancelearning
[10] steam
[10] minecraftedu
[9] earthday
[6] remotelearning
[5] science
[4] grade3rocks
[4] greenfieldguarantee
[4] virtuallabs
[3] allmeansall

Top Hashtags in Tweet in G6:
[64] distancelearning
[9] abp
[8] remotelearning
[8] fyglive
[6] teachers
[4] personalizedlearning
[3] covid19
[3] hope
[2] googlemeet
[2] thisishard

Top Hashtags in Tweet in G7:
[44] distancelearning
[6] schoolclosures
[6] k12
[4] digitaldivide
[4] wwvirtualsummit
[4] engchat
[4] ntchat
[4] covid19
[4] equity
[3] sel

Top Hashtags in Tweet in G8:
[50] distancelearning
[30] englishlearner
[7] blogpost
[3] ell
[3] ellchat
[2] wearecue
[1] englishlearners
[1] dlls
[1] fairfield
[1] englishlearnersupport

Top Hashtags in Tweet in G9:
[45] distancelearning
[20] nearpodtip
[12] remotelearning
[4] 3⃣
[4] whatisschool
[4] podcasting
[4] nationalpoetrymonth
[3] googlemeet
[2] parents
[2] remoteteaching

Top Hashtags in Tweet in G10:
[51] distancelearning
[50] ocsb
[1] mystmark

Top Words
Top Words in Tweet in Entire Graph:
[3542] Words in Sentiment List#1: Positive
[736] Words in Sentiment List#2: Negative
[3] Words in Sentiment List#3: Angry/Violent
[97330] Non-categorized Words
[101608] Total Words
[2612] #distancelearning
[766] students
[717] googleforedu
[698] video
[654] re

Top Words in Tweet in G1:
[342] #distancelearning
[121] students
[116] learning
[64] week
[63] distance
[63] school
[61] online
[58] teachers
[50] today
[49] day

Top Words in Tweet in G2:
[677] googleforedu
[533] #googlemeet
[531] create
[530] rolling
[529] features
[528] including
[528] video
[527] re
[526] ability
[526] unique

Top Words in Tweet in G3:
[313] #distancelearning
[98] students
[72] learning
[58] teachers
[53] week
[52] today
[46] great
[37] distance
[34] one
[33] day

Top Words in Tweet in G4:
[93] mtholfsen
[59] quick
[58] educators
[42] #distancelearning
[41] check
[39] #remotelearning
[37] during
[33] microsoft
[33] tools
[33] videos

Top Words in Tweet in G5:
[46] #distancelearning
[32] students
[22] seesaw
[18] use
[17] home
[16] make
[12] getkahoot
[12] virtual
[11] learning
[11] looking

Top Words in Tweet in G6:
[64] #distancelearning
[37] runandrant
[35] everyone
[35] entered
[35] differently
[10] check
[9] #abp
[9] metodología
[9] podría
[9] bien

Top Words in Tweet in G7:
[44] #distancelearning
[21] commonsenseed
[19] learn
[17] wonderworkshop
[14] enter
[14] win
[14] dash
[14] dot
[14] robots
[14] accessories

Top Words in Tweet in G8:
[50] #distancelearning
[35] strategies
[34] multilingualca
[33] webinar
[31] busy
[31] catch
[31] worries
[31] today's
[31] instructional
[30] #englishlearner

Top Words in Tweet in G9:
[45] #distancelearning
[39] notes
[29] nearpod
[28] students
[24] use
[23] dailystem
[20] #nearpodtip
[20] access
[20] student
[20] feature

Top Words in Tweet in G10:
[51] #distancelearning
[51] community
[50] made
[50] first
[50] week
[50] time
[50] #ocsb
[50] staff
[50] students
[49] ottcatholicsb

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[564] video,conferencing
[563] create,unique
[550] re,rolling
[550] rolling,#googlemeet
[550] #googlemeet,features
[550] features,including
[550] including,ability
[550] ability,create
[550] unique,video
[549] conferencing,links

Top Word Pairs in Tweet in G1:
[57] distance,learning
[11] google,meet
[11] video,conferencing
[10] create,unique
[10] week,#distancelearning
[10] #remotelearning,#distancelearning
[10] covid,19
[10] next,week
[9] happy,friday
[9] middle,school

Top Word Pairs in Tweet in G2:
[526] re,rolling
[526] rolling,#googlemeet
[526] #googlemeet,features
[526] features,including
[526] including,ability
[526] ability,create
[526] create,unique
[526] unique,video
[526] video,conferencing
[526] conferencing,links

Top Word Pairs in Tweet in G3:
[32] distance,learning
[18] during,#distancelearning
[17] google,meet
[12] long,weekend
[10] google,classroom
[9] great,job
[8] covid,19
[8] remote,learning
[8] scavenger,hunt
[8] april,super

Top Word Pairs in Tweet in G4:
[33] during,#remotelearning
[31] updating,adding
[31] adding,playlists
[31] playlists,youtube
[31] youtube,channel
[31] channel,quick
[31] quick,tip
[31] tip,videos
[31] videos,educators
[31] educators,during

Top Word Pairs in Tweet in G5:
[10] looking,home
[10] home,#steam
[10] #steam,challenges
[10] challenges,students
[10] students,teachseuss
[10] teachseuss,teamed
[10] teamed,make
[10] make,sure
[9] learners,diving
[9] diving,#earthday

Top Word Pairs in Tweet in G6:
[35] everyone,entered
[35] entered,#distancelearning
[35] #distancelearning,differently
[34] runandrant,everyone
[9] #abp,metodología
[9] metodología,podría
[9] podría,bien
[9] bien,aprovechada
[9] aprovechada,coyuntura
[9] coyuntura,espero

Top Word Pairs in Tweet in G7:
[14] enter,win
[14] win,dash
[14] dash,dot
[14] dot,robots
[14] robots,accessories
[14] accessories,wonderworkshop
[14] wonderworkshop,app
[14] app,learn
[14] learn,code
[13] code,challenges

Top Word Pairs in Tweet in G8:
[31] busy,catch
[31] catch,worries
[31] worries,today's
[31] today's,webinar
[31] webinar,#distancelearning
[31] #distancelearning,instructional
[31] instructional,strategies
[30] multilingualca,busy
[30] strategies,#englishlearner
[10] guest,author

Top Word Pairs in Tweet in G9:
[20] #nearpodtip,#distancelearning
[20] #distancelearning,access
[20] access,use
[20] use,student
[20] student,notes
[20] notes,feature
[20] feature,allow
[20] allow,students
[20] students,take
[19] nearpod,#nearpodtip

Top Word Pairs in Tweet in G10:
[50] made,first
[50] first,week
[50] week,#distancelearning
[50] #distancelearning,time
[50] time,#ocsb
[50] #ocsb,staff
[50] staff,students
[50] students,community
[48] ottcatholicsb,made
[48] community,enj

Top Replied-To
Top Replied-To in Entire Graph:
@watson_wildcats
@checdc
@googleforedu
@saravdwerf
@getkahoot
@amazon
@beavertonsd
@suptgraff
@mrswreggs

Top Replied-To in G1:

Top Replied-To in G2:
@googleforedu

Top Replied-To in G3:
@checdc
@pantherspw
@zachrosassw
@kubatstem
@online_courses
@according2mattl
@miketrout
@howtogetawayabc
@msbteacherlady
@malalafund

Top Replied-To in G4:
@wakelet
@alicekeeler

Top Replied-To in G5:
@getkahoot
@jmattmiller
@porterelemscsd
@ninaannabrendel
@drgarciasup
@seesaw

Top Replied-To in G7:
@kathleenkgreb

Top Replied-To in G8:
@mrsorensen805

Top Mentioned
Top Mentioned in Entire Graph:
@googleforedu
@mtholfsen
@ottcatholicsb
@microsoft
@runandrant
@multilingualca
@teacher2teacher
@nearpod
@ustelecom
@alicekeeler

Top Mentioned in G1:
@neuropsa
@dream_in_green
@garygenard
@gnowledge
@thewindwardinst

Top Mentioned in G2:
@googleforedu
@catlin_tucker
@mrstemurray
@vipulasharma1
@ericcurts
@sonicux
@markj_ohnson
@tonyhawk
@gsuite
@zoom_us

Top Mentioned in G3:
@classdojo
@googleforedu
@glrobertscvi
@teachbetterteam
@mdcps
@jerrypallotta
@ralphmasiello
@vcarrascomtz
@rockets120
@churchstreet_wp

Top Mentioned in G4:
@mtholfsen
@alicekeeler
@flipgrid
@googleforedu
@abqschools
@macarthurd87
@filibuster3
@wakelet
@microsoftedu

Top Mentioned in G5:
@seesaw
@teachseuss
@peardeck
@getkahoot
@playcraftlearn
@blockworksyt
@innoenergyeu
@christinekdixon
@jmattmiller
@imagineersteam

Top Mentioned in G6:
@runandrant
@edtech_tips
@raehughart
@mr_alsheimer
@mrsepark1
@calebcallen
@jenquattrucci
@lrobbteacher
@thisismaryellen
@l_farquhar_ib

Top Mentioned in G7:
@commonsenseed
@wonderworkshop
@commonsense
@rkulman
@learningdotcom
@jehehalt
@teachingcomics
@glendowney
@mypowerschool
@molapus

Top Mentioned in G8:
@multilingualca
@cogswell_ben
@voicesofbay
@supporteduc
@dstaehrfenner
@kindrockets
@oxnardunion
@cadepted
@alludoplay
@oxnarduexpress

Top Mentioned in G9:
@nearpod
@dailystem
@flocabulary
@copernicused
@cinehead
@googleforedu
@iste
@tanyaavrith
@catlin_tucker

Top Mentioned in G10:
@ottcatholicsb
@angelsocsb

Top Tweeters
Top Tweeters in Entire Graph:
@hrblock_21
@evankirstel
@cybersec_feeds
@talkintou
@techedvocate
@breizh2008
@msrock4ever
@natmmom
@lllwry
@rebellegrrl

Top Tweeters in G1:
@sharjah24
@avivaloca
@melanie_korach
@anneabbot
@gregorioeats
@jeremydbond
@haroldlgardner
@jens_rabis
@morb01
@drpowerskhs

Top Tweeters in G2:
@talkintou
@helflower
@mssackstein
@busarior
@tirukuralkaram
@mnewsince
@sissytedi
@joedale
@karlatres
@shannonmmiller

Top Tweeters in G3:
@andrewmorrisuk
@artallks
@nerdyflow
@wgme
@lowellroemer
@amwritingbot
@learn__together
@mr_isaacs
@wickeddecent
@mededbot

Top Tweeters in G4:
@alicekeeler
@flipgrid
@markedeschaine
@buncee
@drkatrinaadkins
@englishteach8
@observe5000
@jazzynupexbox
@zapoteco
@pipcleaves

Top Tweeters in G5:
@lagugosi123
@stem_nastics
@jmattmiller
@pcalleypbvusd
@seesaw
@explorelearning
@jeanpol
@nzwaikato
@getkahoot
@patriciatat01

Top Tweeters in G6:
@marcelamomberg
@nplace1
@erobbprincipal
@chocorobby
@lavaletteastrid
@mradamwelcome
@aljisa2010
@rosepillay1
@runeducator
@lrobbteacher

Top Tweeters in G7:
@natmmom
@rippersspot
@piratemomz
@jc_james_clark
@glendowney
@thartman2u
@jakemillertech
@commonsense
@teachingcomics
@commonsenseed

Top Tweeters in G8:
@cogswell_ben
@pgilders
@ryanmoo25567760
@csba_now
@mrsorensen805
@elgovecon
@emeliaahmed
@efraintovarjr
@alludoplay
@mcoe_now

Top Tweeters in G9:
@lcoco37
@dailystem
@adobe
@michelle4edu
@rusby66
@nearpod
@iste
@flocabulary
@knikole
@tanyaavrith

Top Tweeters in G10:
@mrsagostinioct
@ottcatholicsb
@madamejoly
@immaculataocsb
@shelley060719
@angelsocsb
@stceciliaocsb
@stbernardocsb
@stleonardocsb
@stmarkocsb


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