distancelearning, Twitter, 3/8/2021 11:22:35 PM, 250361
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distancelearning_2021-03-07_21-30-19.xlsx
distancelearning_2021-03-07_21-30-19.xlsx
View an interactive version of this graph (experimental)
From:
NodeXLExcelAutomator
Uploaded on:
March 08, 2021
Short Description:
distancelearning via NodeXL https://bit.ly/3qy3JVD
@distancelrnbot
@calacademy
@wonderworkshop
@googleforedu
@sharemylesson
@salamastephane
@erik_youngman
@jurijkovalenok1
@commonsenseed
@teacher2teacher

Top hashtags:
#distancelearning
#education
#edtech

Description:
Description
The graph represents a network of 9,363 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 Monday, 08 March 2021 at 06:00 UTC.

The requested start date was Saturday, 06 March 2021 at 01:01 UTC and the maximum number of tweets (going backward in time) was 18,000.

The tweets in the network were tweeted over the 27-day, 21-hour, 3-minute period from Saturday, 06 February 2021 at 03:49 UTC to Saturday, 06 March 2021 at 00:53 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 : 9363
Unique Edges : 6848
Edges With Duplicates : 26960
Total Edges : 33808
Number of Edge Types : 5
MentionsInRetweet : 13601
Mentions : 4129
Retweet : 10405
Tweet : 5389
Replies to : 284
Self-Loops : 5656
Reciprocated Vertex Pair Ratio : 0.0358863198458574
Reciprocated Edge Ratio : 0.0692862125087189
Connected Components : 1115
Single-Vertex Connected Components : 666
Maximum Vertices in a Connected Component : 7307
Maximum Edges in a Connected Component : 30884
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.618831
Graph Density : 0.000147199738031696
Modularity : 0.346662
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 9,363 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 Monday, 08 March 2021 at 06:00 UTC.

The requested start date was Saturday, 06 March 2021 at 01:01 UTC and the maximum number of tweets (going backward in time) was 18,000.

The tweets in the network were tweeted over the 27-day, 21-hour, 3-minute period from Saturday, 06 February 2021 at 03:49 UTC to Saturday, 06 March 2021 at 00:53 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:
[112] https://www.amazon.com/kindle-dbs/entity/author/B01N1WWDQA?_encoding=UTF8&node=2656022011&offset=0&pageSize=12&searchAlias=stripbooks&sort=author-pages-popularity-rank&page=1&langFilter=default#formatSelectorHeader
[78] https://podcasts.apple.com/us/podcast/thriveinedu-by-rachelle-dene-poth/id1534150166
[73] https://www.rdene915.com/
[73] https://anchor.fm/rdene915
[68] https://www.instagram.com/accounts/login/
[68] https://www.canva.com/search/templates?q=seesaw
[38] http://paper.li/e-1546484200
[27] https://www.understood.org/en/school-learning/for-educators/distance-learning/distance-learning-toolkit
[27] https://mylearnie.com/
[20] https://readingandwritingproject.org/summer-institute-offerings-for-2021

Top URLs in Tweet in G1:
[41] https://www.instagram.com/accounts/login/
[25] https://podcasts.apple.com/us/podcast/thriveinedu-by-rachelle-dene-poth/id1534150166
[22] https://www.rdene915.com/
[16] https://anchor.fm/rdene915
[15] http://www.bestonlinecareer.com
[15] https://www.richfield.ac.za/quick-application/
[14] https://www.outclasstherest.com/
[11] https://www.onlinecampus.co.uk/
[9] https://www.educatorstechnology.com/2021/02/tons-of-awesome-icons-to-insert-in-your.html
[9] https://www.donorschoose.org/project/show-it-post-it/5378110/

Top URLs in Tweet in G2:
[109] https://www.amazon.com/kindle-dbs/entity/author/B01N1WWDQA?_encoding=UTF8&node=2656022011&offset=0&pageSize=12&searchAlias=stripbooks&sort=author-pages-popularity-rank&page=1&langFilter=default#formatSelectorHeader
[57] https://anchor.fm/rdene915
[53] https://podcasts.apple.com/us/podcast/thriveinedu-by-rachelle-dene-poth/id1534150166
[51] https://www.rdene915.com/
[22] https://mylearnie.com/
[17] https://www.instructables.com/Easy-Zoom-Quit-Button/
[15] https://www.amazon.com/s?k=kidz+rock+university+homeschool&i=stripbooks&ref=nb_sb_noss_1
[14] https://forms.gle/SkfipDjXfs8QPkedA
[12] https://www.edutopia.org/article/getting-know-whole-student-distance-learning
[12] https://blog.neolms.com/7-ways-to-explore-and-create-with-augmented-and-virtual-reality/

Top URLs in Tweet in G3:
[25] https://www.instagram.com/accounts/login/
[10] https://www.tutordoctor.com/blog/2021/january/signs-your-child-is-struggling-with-distance-lea/
[8] https://wcg.ac.uk/course/770c9fdf-7d55-eb11-a812-000d3ad7ab18/blogging-distance-learning---20-study-hours
[8] https://wcg.ac.uk/course/8df3fcb4-bc7d-eb11-a812-000d3ab7a2d2/bookkeeping-distance-learning---20-study-hours
[8] https://wcg.ac.uk/distancelearning
[6] https://sites.ziftsolutions.com/extremenetworks.ziftsolutions.com/8ac3296b540f7f1d015410dbb4342572?cid=8a9983de77b3c2bd0177b7086d9f6b30&url=https%3A%2F%2Fwww.extremenetworks.com%2Fextreme-networks-blog%2Fa-complete-class-of-online-graduates-how-will-they-affect-the-working-world-differently%2F
[3] https://learningally.org/Solutions-for-School/Educator-Blog/addressing-equity-and-access-in-an-era-of-social-distancing?utm_source=twitter&utm_medium=social_vernacular_tweet&utm_term=&utm_content=&utm_campaign=social_media_marketing
[3] https://www.kanjifumi.jp/become/distancelearning/
[3] https://AFE.clubexpress.com
[2] https://www.linkedin.com/pulse/5-signs-correctable-underlying-skill-deficits-root-your-jill-stowell/

Top URLs in Tweet in G4:
[26] https://www.understood.org/en/school-learning/for-educators/distance-learning/distance-learning-toolkit
[12] https://sharemylesson.com/vc2021
[9] https://www.insidehighered.com/digital-learning/blogs/online-trending-now/teaching-online-covid-crisis-what-we-have-learned
[5] https://sharemylesson.com/vc2021/savethedate
[5] https://educatoral.wordpress.com/2021/02/28/sharing-diigo-links-and-resources-weekly-156/
[4] https://sharemylesson.com/blog/black-history-month-books
[4] https://sharemylesson.com/teaching-resource/celebrating-dr.-seuss-birthday-random-house-childrens-books-329373
[4] https://sharemylesson.com/teaching-resource/strengthening-mind-and-body-yoga-329520
[4] https://sharemylesson.com/teaching-resource/february-mystery-month-freeze-fall-329481
[4] https://sharemylesson.com/user/register

Top URLs in Tweet in G5:
[2] https://www.calacademy.org/science-at-home
[1] https://twitter.com/i/web/status/1361438637859168258

Top URLs in Tweet in G6:
[9] https://www.donorschoose.org/project/a-cut-above-with-sel-social-and-emotion/5392201/?utm_source=dc&utm_medium=twitter&utm_campaign=teacherhub&utm_term=teacher_2970241&rf=twitter-dc-2021-03-teacherhub-teacher_2970241&challengeid=20599141&_branch_match_id=link-895363723195635642
[7] https://www.donorschoose.org/project/positively-making-a-difference/5434473/?utm_source=dc&utm_medium=page&utm_campaign=project&utm_term=teacher_2931151&rf=page-dc-2021-02-project-teacher_2931151&challengeid=20584753
[5] https://www.donorschoose.org/project/sending-scholars-supplies/5372960/?utm_source=dc&utm_medium=twitter&utm_campaign=project&utm_term=teacher_3771938&rf=twitter-dc-2021-02-project-teacher_3771938&challengeid=20820019&_branch_match_id=link-893272755340422043
[4] https://www.reachoutandreadnyc.org/donate
[4] https://www.donorschoose.org/project/edible-graphs/5404314/?utm_source=dc&utm_medium=page&utm_campaign=project&utm_term=teacher_2362546&rf=page-dc-2021-02-project-teacher_2362546&challengeid=404948
[4] https://www.donorschoose.org/project/curious-campers/5420714/?utm_source=dc&utm_medium=twitter&utm_campaign=receipt_ppf&utm_term=teacher_3847349&rf=twitter-dc-2021-03-receipt_ppf-teacher_3847349&challengeid=21528855
[4] https://www.donorschoose.org/project/learning-in-a-digital-world/5412794/?challengeid=21564633
[3] https://facebook.com/reachoutreadgny
[3] https://www.donorschoose.org/project/snack-attack/5361036/?utm_source=dc&utm_medium=page&utm_campaign=project&utm_term=teacher_2362546&rf=page-dc-2021-02-project-teacher_2362546&challengeid=404948
[3] https://www.donorschoose.org/project/emotional-exploration/5429211/?utm_source=dc&utm_medium=twitter&utm_campaign=receipt_ppf&utm_term=teacher_3847349&rf=twitter-dc-2021-02-receipt_ppf-teacher_3847349&challengeid=21528855

Top URLs in Tweet in G7:
[5] https://www.friedonline.com/course?courseid=schoology
[5] https://mailchi.mp/friedtechnology/stack-your-skills-schoology-essentials-is-live-and-on-sale
[2] https://woobox.com/qbgoha/nehsl5
[2] https://woobox.com/bourmz/nd06bq
[2] https://woobox.com/bourmz/ncieng
[2] https://woobox.com/bourmz/ncvcqo
[2] https://woobox.com/bourmz/nda3xv
[1] https://twitter.com/i/web/status/1367933465669287940
[1] https://twitter.com/i/web/status/1367672848941084674
[1] https://woobox.com/qbgoha/neprl0

Top URLs in Tweet in G8:
[64] https://www.canva.com/search/templates?q=seesaw
[13] https://edtechmagazine.com/k12/article/2021/02/how-school-librarians-adjusted-remote-learning
[7] https://www.commonsense.org/education/articles/managing-in-person-and-distance-learning-at-the-same-time
[4] https://accounts.google.com/ServiceLogin?service=wise&passive=1209600&continue=https://docs.google.com/presentation/d/1Bda2BcZnWXgl5t9MRVfqFUtOTqiJavCQIXXhXJLvX78/copy&followup=https://docs.google.com/presentation/d/1Bda2BcZnWXgl5t9MRVfqFUtOTqiJavCQIXXhXJLvX78/copy<mpl=slides
[3] https://docs.google.com/document/d/1GAG5EVaEldFw7NWj6FbsSBgAwmvXnxm7odWTc1Wr8F4/edit?usp=sharing
[2] https://www.learningforjustice.org/magazine/spring-2021/it-was-always-about-control
[2] https://app.seesaw.me/pages/shared_activity?share_token=emSdsVIGQBmkxF4ksod55A&prompt_id=prompt.66f9e12b-f6a3-4520-af3b-e19abdf5868a
[2] https://www.youtube.com/watch?v=R-1fjGyiDec&feature=youtu.be

[1] https://www.pewresearch.org/fact-tank/2021/02/24/more-americans-now-say-academic-concerns-should-be-a-top-factor-in-deciding-to-reopen-k-12-schools/
[1] https://www.commonsense.org/education/top-picks/tools-for-classrooms-with-in-person-and-remote-students

Top URLs in Tweet in G9:
[4] https://www.teachersource.com/category/custom-kits
[3] https://drive.google.com/file/d/1mWuzPbv5rDaJxAw4FSBFfOpev7Mgx_P_/view?usp=sharing
[2] https://www.youtube.com/watch?v=hBGxW4f-XLg&feature=youtu.be&utm_content=buffer7ffa4&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

[2] https://docs.google.com/document/d/1Ouv_NUiDccuibWHa4SXObOQJV4TO1t4QDk4-cKJzGG8/edit?usp=sharing
[2] http://deardises.weebly.com/deardisesnews/want-to-learn-about-hyperdocs-check-out-httpsbitly32h8rf3-by-hcsinfluencers-mrmauldin-and-msmauldinc-gsftrojanstrong-or-their-upcoming-youtube-video-httpsbitly3halagq-edtech-distancelearning-edchat-deardises-remotelearning-virtualsc?utm_content=buffercd85e&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.classcraft.com/blog/stress-in-school-online-learning/?utm_campaign=20200420-blog-freelancers-remote-learning&utm_source=twitter&utm_medium=social
[2] https://www.teachersource.com/product/home-science-lab
[2] http://blackoutpoetry.glitch.me
[2] https://facebook.com/groups/distancelearningeducators
[2] https://edcal.acsa.org/facebook-group-has-resources-for-remote-learning

Top URLs in Tweet in G10:
[11] https://www.edutopia.org/article/4-strategies-make-virtual-pbl-work
[8] http://esheninger.blogspot.com/2020/08/strategies-to-foster-discourse-and.html
[3] https://www.edutopia.org/article/7-high-impact-evidence-based-tips-online-teaching
[3] https://avidopenaccess.org/
[2] https://www.edweek.org/leadership/opinion-will-the-hybrid-school-concept-continue-after-covid/2021/03
[2] https://www.edutopia.org/article/7-tips-breakout-room-success?fbclid=IwAR1NZbkJWFb7KQkXCRwE_OCWSS-V1zz0wryGYljD8xxneCXCp13L0YtCzco
[2] https://www.edutopia.org/article/takeaways-distance-learning?fbclid=IwAR2pImrrc1X7LknS5SraOZqKg-qvI9xxcfWUV-xEFC7f0dhrE4b9sgy5Uy8
[2] https://www.edutopia.org/article/getting-know-whole-student-distance-learning
[2] https://www.smore.com/busa4-january-teacher-talk
[1] https://www.edutopia.org/article/takeaways-distance-learning

Top Domains
Top Domains in Tweet in Entire Graph:
[3702] twitter.com
[292] youtube.com
[174] amazon.com
[163] donorschoose.org
[118] woobox.com
[114] google.com
[104] teacherspayteachers.com
[101] sharemylesson.com
[98] edutopia.org
[89] apple.com

Top Domains in Tweet in G1:
[1028] twitter.com
[96] youtube.com
[44] instagram.com
[42] teacherspayteachers.com
[37] donorschoose.org
[36] linkedin.com
[35] google.com
[32] co.uk
[30] apple.com
[24] edutopia.org

Top Domains in Tweet in G2:
[715] twitter.com
[141] amazon.com
[67] youtube.com
[63] anchor.fm
[53] apple.com
[51] rdene915.com
[49] robotlab.com
[45] teacherspayteachers.com
[26] mylearnie.com
[20] edutopia.org

Top Domains in Tweet in G3:
[358] twitter.com
[26] instagram.com
[25] ac.uk
[21] ziftsolutions.com
[13] teacherspayteachers.com
[12] google.com
[10] youtube.com
[10] tutordoctor.com
[9] paper.li
[8] edutopia.org

Top Domains in Tweet in G4:
[115] twitter.com
[101] sharemylesson.com
[27] understood.org
[13] amazingeducationalresources.com
[12] wordpress.com
[11] insidehighered.com
[6] kidlit.tv
[4] libsyn.com
[4] mshinstitute.org
[3] apa.org

Top Domains in Tweet in G5:
[2] calacademy.org
[1] twitter.com

Top Domains in Tweet in G6:
[118] donorschoose.org
[117] twitter.com
[5] amazon.com
[4] reachoutandreadnyc.org
[3] facebook.com
[2] youtube.com
[2] woobox.com
[1] pbs.org
[1] influitive.com
[1] linktr.ee

Top Domains in Tweet in G7:
[181] twitter.com
[113] woobox.com
[5] friedonline.com
[5] mailchi.mp

Top Domains in Tweet in G8:
[64] canva.com
[34] twitter.com
[14] edtechmagazine.com
[11] radian6.com
[9] commonsense.org
[8] google.com
[2] learningforjustice.org
[2] seesaw.me
[2] youtube.com
[1] pewresearch.org

Top Domains in Tweet in G9:
[27] twitter.com
[11] teachersource.com
[9] google.com
[4] facebook.com
[4] edsource.org
[4] classcraft.com
[3] youtube.com
[2] weebly.com
[2] edutopia.org
[2] glitch.me

Top Domains in Tweet in G10:
[32] edutopia.org
[27] twitter.com
[8] blogspot.com
[5] avidopenaccess.org
[2] tpoptech.com
[2] charterconference.org
[2] edweek.org
[2] smore.com
[1] okt.to
[1] spotify.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[7914] distancelearning
[1379] education
[986] edtech
[686] remotelearning
[678] edchat
[549] onlinelearning
[547] k12
[425] elearning
[402] learning
[380] hybridlearning



Top Hashtags in Tweet in G1:
[2468] distancelearning
[406] education
[245] edtech
[220] onlinelearning
[192] remotelearning
[170] elearning
[155] learning
[144] school
[120] virtuallearning
[113] edchat

Top Hashtags in Tweet in G2:
[1325] distancelearning
[743] education
[525] edtech
[377] k12
[342] edchat
[211] remotelearning
[180] hybridlearning
[167] onlinelearning
[166] teaching
[165] sel

Top Hashtags in Tweet in G3:
[527] distancelearning
[68] remotelearning
[50] education
[47] onlinelearning
[39] edtech
[31] learning
[26] hybridlearning
[25] elearning
[19] showtimesomarchfun
[19] parabata

Top Hashtags in Tweet in G4:
[258] distancelearning
[115] edchat
[63] prek12
[43] covid19
[38] blackhistorymonth
[37] educhat
[37] teachers
[27] stem
[25] kidlit
[21] drseussbirthday

Top Hashtags in Tweet in G5:
[2] distancelearning
[2] edutwitter
[2] homelearning

Top Hashtags in Tweet in G6:
[321] distancelearning
[77] donorschoose
[41] texas
[40] raceagainsttime
[38] 3rdgradeteacher
[38] ma
[36] california
[22] teachertwitter
[21] newyork
[19] retweet

Top Hashtags in Tweet in G7:
[116] distancelearning
[113] stem
[2] digital
[2] edtech
[1] remotelearning
[1] readingprogess
[1] assessment
[1] edutwitter
[1] blendedlearning
[1] virtuallearning

Top Hashtags in Tweet in G8:
[104] distancelearning
[32] k12
[16] connectallstudents
[14] edtech
[8] hqpbl
[7] cosn2021
[6] digcit
[5] studentvoices
[4] edchat
[4] hyflexleaarning

Top Hashtags in Tweet in G9:
[72] distancelearning
[20] remotelearning
[11] science
[7] education
[6] hcsinfluencers
[6] ccss21
[6] kptogether
[6] kidscience
[6] blendedlearning
[6] hybridlearning

Top Hashtags in Tweet in G10:
[94] distancelearning
[19] edchat
[14] remotelearning
[13] pblchat
[12] eduprotocols
[12] pbl
[7] teachertwitter
[7] teachbetterworkless
[7] ccsaconference
[6] online

Top Words
Top Words in Tweet in Entire Graph:
[7916] #distancelearning
[2412] learning
[2305] students
[1392] learn
[1379] #education
[1224] free
[1073] today
[1043] online
[981] more
[974] #edtech

Top Words in Tweet in G1:
[2467] #distancelearning
[734] learning
[712] students
[406] #education
[385] today
[369] online
[353] day
[350] learn
[327] distance
[318] more

Top Words in Tweet in G2:
[1326] #distancelearning
[743] #education
[521] #edtech
[368] #k12
[343] learning
[342] #edchat
[277] students
[244] rdene915
[211] #remotelearning
[203] googleforedu

Top Words in Tweet in G3:
[527] #distancelearning
[164] learning
[102] students
[90] online
[83] distance
[78] more
[68] #remotelearning
[58] student
[56] school
[50] #education

Top Words in Tweet in G4:
[280] sharemylesson
[258] #distancelearning
[205] students
[166] free
[163] learn
[154] aftunion
[143] resources
[120] aftteach
[115] #edchat
[112] virtual

Top Words in Tweet in G5:
[470] free
[470] activity
[467] calacademy
[359] kids
[359] 11
[359] science
[359] home
[315] pack
[205] collection
[205] download

Top Words in Tweet in G6:
[321] #distancelearning
[238] students
[218] help
[164] project
[164] teacher
[140] today
[126] donorschoose
[123] please
[101] birthday
[98] mrs

Top Words in Tweet in G7:
[304] win
[304] dash
[303] dot
[302] robots
[302] accessories
[302] wonderworkshop
[301] enter
[301] app
[301] learn
[300] code

Top Words in Tweet in G8:
[147] seesaw
[104] #distancelearning
[95] educators
[88] free
[80] using
[73] creative
[70] use
[69] access
[66] canva
[66] designed

Top Words in Tweet in G9:
[72] #distancelearning
[36] science
[28] virtual
[27] learning
[26] iste
[21] conducting
[21] labs
[21] world
[21] denisecwright
[18] #remotelearning

Top Words in Tweet in G10:
[96] #distancelearning
[51] edutopia
[45] learning
[26] strategies
[25] students
[22] week
[22] virtual
[19] #edchat
[18] tips
[17] one

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[701] distance,learning
[445] win,dash
[444] dash,dot
[443] dot,robots
[442] robots,accessories
[442] accessories,wonderworkshop
[441] enter,win
[440] wonderworkshop,app
[440] app,learn
[439] learn,code

Top Word Pairs in Tweet in G1:
[246] distance,learning
[109] win,dash
[108] dash,dot
[108] dot,robots
[108] robots,accessories
[108] accessories,wonderworkshop
[107] enter,win
[107] wonderworkshop,app
[107] app,learn
[107] learn,code

Top Word Pairs in Tweet in G2:
[158] #education,#edchat
[153] #distancelearning,#hybridlearning
[121] #k12,#education
[89] available,amazon
[87] #edchat,#edleadership
[82] #edtech,tools
[78] send,dm
[78] #growthmindset,#k12
[77] grab,copy
[77] copy,book

Top Word Pairs in Tweet in G3:
[70] distance,learning
[28] #remotelearning,#distancelearning
[27] katie,lynch
[27] lynch,university
[27] university,student
[27] student,intern
[27] intern,shares
[27] shares,thoughts
[27] thoughts,year's
[27] year's,generation

Top Word Pairs in Tweet in G4:
[91] aftunion,aftteach
[63] practices,support
[59] #distancelearning,aftunion
[53] students,learn
[50] support,students
[48] lesson,plan
[45] learn,differently
[44] #edchat,#distancelearning
[41] aftunion,sharemylesson
[41] effective,#distancelearning

Top Word Pairs in Tweet in G5:
[359] science,home
[315] free,activity
[315] activity,pack
[204] astro,loving
[204] loving,kids
[204] kids,ages
[204] ages,11
[204] 11,free
[204] pack,added
[204] added,science

Top Word Pairs in Tweet in G6:
[84] today,mr
[84] mr,lofink's
[84] lofink's,birthday
[82] birthday,hoping
[68] hoping,technology
[68] technology,upgrade
[68] upgrade,meet
[68] meet,demands
[66] crafty_teacher2,mrs
[61] demands,#distancelearning

Top Word Pairs in Tweet in G7:
[303] win,dash
[303] dash,dot
[302] dot,robots
[302] robots,accessories
[302] accessories,wonderworkshop
[301] enter,win
[301] wonderworkshop,app
[301] app,learn
[300] learn,code
[300] code,challenges

Top Word Pairs in Tweet in G8:
[72] educators,using
[67] using,seesaw
[66] canva,designed
[66] designed,21
[66] 21,creative
[66] creative,templates
[66] templates,educators
[66] seesaw,access
[66] access,free
[65] seesaw,canva

Top Word Pairs in Tweet in G9:
[21] conducting,science
[21] science,labs
[21] labs,virtual
[21] virtual,world
[10] #distancelearning,#remotelearning
[10] iste,istestem
[9] distance,learning
[8] learning,educators
[7] 1pm,iste
[7] join,tuesday

Top Word Pairs in Tweet in G10:
[13] #distancelearning,#remotelearning
[12] make,virtual
[11] strategies,make
[11] virtual,pbl
[11] pbl,work
[11] work,edutopia
[10] distance,learning
[9] free,pd
[9] edutopia,youkiterada
[9] turn,cameras

Top Replied-To
Top Replied-To in Entire Graph:
@govrondesantis
@nearpod
@elonmusk
@alexrkennedy1
@clauci2nd
@alaneadamsbooks
@youcubed
@wkamaubell
@derspiegel
@mathheadinc

Top Replied-To in G1:
@edtech_ology
@giftedtawk
@bitmoji
@hfcsrathcoole
@stevekornacki
@ranchosg_es
@googleforedu
@lmofficialhq
@edutopia
@educationweek

Top Replied-To in G2:
@nearpod
@alexrkennedy1
@mathheadinc
@dougducey
@canvaslms
@rhoads2reading
@darrellwakelam
@m_drez
@corderj

Top Replied-To in G3:

Top Replied-To in G4:
@reimaginemigrat
@understood

Top Replied-To in G6:
@wkamaubell
@alaneadamsbooks
@steelcity_tutor
@dfteach
@riggalyssa1
@mrswyatt247
@beekks1
@crazyblessdlife
@usps
@chelsearushing4

Top Replied-To in G7:
@ajpodchaski

Top Replied-To in G8:
@youcubed
@larryferlazzo
@commonsenseed

Top Replied-To in G9:
@buncee
@mrdsengclasss
@mtouceda
@reclaimlaschls
@scottmpetri

Top Replied-To in G10:
@mrnunesteach
@crazypln
@amamentors
@oprah
@gautiersue
@t_f_berger

Top Mentioned
Top Mentioned in Entire Graph:
@calacademy
@wonderworkshop
@rdene915
@sharemylesson
@googleforedu
@erik_youngman
@aftunion
@donorschoose
@aftteach
@thriveinedu

Top Mentioned in G1:
@wonderworkshop
@rdene915
@shanti_asiatic
@juliedupuisgme
@aquilaeducation
@erik_youngman
@bluelightkids
@janeeceent
@bestonlinecarer
@mredutechnology

Top Mentioned in G2:
@rdene915
@googleforedu
@erik_youngman
@thriveinedu
@technologylaura
@uzaktanegitkocu
@themerrillsedu
@kat_goyette
@edumatchbooks

Top Mentioned in G3:
@emchardshley
@3rteachertrain
@wynnconsult
@sandy_moore
@radrachellove
@petanpiccraft
@yogalore
@amanda105991
@skoolmaths

Top Mentioned in G4:
@sharemylesson
@aftunion
@aftteach
@andrewdkaufman
@kidlittv_nyc
@ncldorg
@understood
@understoodorg
@wonderworkshop
@firstbook

Top Mentioned in G5:
@calacademy

Top Mentioned in G6:
@donorschoose
@kasmom24
@pcal1028
@crafty_teacher2
@charitycheetah
@msbforstudents
@sonicdrivein
@mrsmccluresroom
@amazon
@itsmrsespinoza

Top Mentioned in G7:
@wonderworkshop
@friedtechnology
@microsoftteams
@cheralynrosen
@sophiealife
@jmackinnon5
@felliciaortiz
@abbynaverysmom
@kristin90616353
@deannaalbertino

Top Mentioned in G8:
@seesaw
@canva
@commonsenseed
@edtech_k12
@santiago_steam
@sharemylesson
@mindfulstew
@michaelmflood
@adobe
@mistykluesner

Top Mentioned in G9:
@iste
@denisecwright
@mtouceda
@istestem
@westsidehsteach
@laschools
@buncee
@iti_lausd
@aboutkp
@kpedtheatre

Top Mentioned in G10:
@edutopia
@eduprotocols
@kvoge71
@jcorippo
@youkiterada
@theresajhall
@eduporium
@mslesleyzorra
@avidopenaccess
@e_sheninger

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@jurylady5
@cowboyscifibot
@edinburghwatch
@mlnangalama
@chidambara09
@cybersec_feeds
@raymond_norman
@jamesroy
@rjber15

Top Tweeters in G1:
@lizditz
@diapermakeovers
@guardian
@flashbloglive
@viralvideovlogs
@kaflickinger74
@dataaugmented
@mashable
@abc
@wusa9

Top Tweeters in G2:
@sectest9
@femtech_
@jhamby
@cybersecurityn8
@llnuxbot
@friday_js_bot
@bycardenadenis
@hubofml
@trendsinai
@womencodersbot

Top Tweeters in G3:
@realnerdjunkie
@newson6
@spyparent
@jedipadmaster
@ccastleview
@family_inmate
@fogolf
@ivey00880866
@petanpiccraft
@estelleplsc

Top Tweeters in G4:
@rjber15
@coopmike48
@backstorymom1
@mstepczyk
@gangstamovement
@ideasusadas
@imagine_garden
@alexandria_sz
@sueatkins
@thesciencevort1

Top Tweeters in G5:
@jurylady5
@5fec93919a544d3
@dawnroseturner
@lagugosi123
@adrianasah
@eldokshe
@donguicandide
@kouostephane
@mc_oleole254
@rouquinne

Top Tweeters in G6:
@tmobile
@kumoshiete
@bwcdeals
@ynb
@ophirgottlieb
@ochocinco
@craignewmark
@undefinedzack
@retweetbossman
@towngirl772

Top Tweeters in G7:
@willgriesmer
@momsfocus
@danceeatrepeat
@kimberlilarae
@mya98604
@landonsmum
@coralrae21
@kelley2009
@abbynaverysmom
@michellecallie

Top Tweeters in G8:
@ictevangelist
@canva
@ksev4
@grammasheri
@mikelubelfeld
@seesaw
@adobe
@imcguy
@daveandcori
@renatevanstigt

Top Tweeters in G9:
@abc7newsbayarea
@nbcbayarea
@latimes
@cnn
@abc7
@stem_nastics
@1naturalzeta
@buncee
@mfonderkaye
@mikeynoway

Top Tweeters in G10:
@alicekeeler
@jcorippo
@e_sheninger
@edutopia
@spencerideas
@edutech_ness
@lewis1jj
@petermdewitt
@theresajhall
@rsamantha725


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