distancelearning, Twitter, 3/6/2021 8:27:35 AM, 250200
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distancelearning_2021-03-05_21-30-18.xlsx
distancelearning_2021-03-05_21-30-18.xlsx
View an interactive version of this graph (experimental)
From:
NodeXLExcelAutomator
Uploaded on:
March 06, 2021
Short Description:
distancelearning via NodeXL https://bit.ly/38hlbHN
@distancelrnbot
@calacademy
@googleforedu
@wonderworkshop
@sharemylesson
@salamastephane
@erik_youngman
@jurijkovalenok1
@commonsenseed
@teacher2teacher

Top hashtags:
#distancelearning
#education
#edtech

Description:
Description
The graph represents a network of 9,356 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, 06 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 28-day, 3-hour, 10-minute period from Friday, 05 February 2021 at 21:09 UTC to Saturday, 06 March 2021 at 00:20 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 : 9356
Unique Edges : 6860
Edges With Duplicates : 26946
Total Edges : 33806
Number of Edge Types : 5
Replies to : 283
Mentions : 4133
MentionsInRetweet : 13600
Retweet : 10401
Tweet : 5389
Self-Loops : 5659
Reciprocated Vertex Pair Ratio : 0.0360758476618994
Reciprocated Edge Ratio : 0.0696393951143854
Connected Components : 1118
Single-Vertex Connected Components : 668
Maximum Vertices in a Connected Component : 7292
Maximum Edges in a Connected Component : 30866
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.626437
Graph Density : 0.000147328694831145
Modularity : 0.347536
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 9,356 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, 06 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 28-day, 3-hour, 10-minute period from Friday, 05 February 2021 at 21:09 UTC to Saturday, 06 March 2021 at 00:20 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
[80] https://podcasts.apple.com/us/podcast/thriveinedu-by-rachelle-dene-poth/id1534150166
[75] https://www.rdene915.com/
[73] https://anchor.fm/rdene915
[71] https://www.instagram.com/accounts/login/
[68] https://www.canva.com/search/templates?q=seesaw
[38] http://paper.li/e-1546484200
[26] https://mylearnie.com/
[25] https://www.understood.org/en/school-learning/for-educators/distance-learning/distance-learning-toolkit
[20] https://readingandwritingproject.org/summer-institute-offerings-for-2021

Top URLs in Tweet in G1:
[42] https://www.instagram.com/accounts/login/
[26] 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/
[12] https://www.bcot.ac.uk/employers/distance-learning/
[11] https://www.onlinecampus.co.uk/
[9] https://queenbeeboutique.scentsy.us/shop/c/4461/view-all-kids
[8] https://www.outclasstherest.com/

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
[54] https://podcasts.apple.com/us/podcast/thriveinedu-by-rachelle-dene-poth/id1534150166
[53] https://www.rdene915.com/
[21] https://mylearnie.com/
[14] https://forms.gle/SkfipDjXfs8QPkedA
[14] https://www.amazon.com/s?k=kidz+rock+university+homeschool&i=stripbooks&ref=nb_sb_noss_1
[12] https://blog.neolms.com/7-ways-to-explore-and-create-with-augmented-and-virtual-reality/
[12] https://www.amazon.com/Complete-EdTech-Coach-Approach-Supporting/dp/1951600568
[10] https://www.edutopia.org/article/getting-know-whole-student-distance-learning

Top URLs in Tweet in G3:
[27] 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:
[66] https://www.canva.com/search/templates?q=seesaw
[16] https://www.instructables.com/Easy-Zoom-Quit-Button/
[7] https://www.commonsense.org/education/articles/managing-in-person-and-distance-learning-at-the-same-time
[5] http://www.whiteboard.chat/
[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://www.youtube.com/watch?v=ZwdGyJYhYK4&feature=youtu.be

[3] https://docs.google.com/document/d/1GAG5EVaEldFw7NWj6FbsSBgAwmvXnxm7odWTc1Wr8F4/edit?usp=sharing
[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://nearpod.com/

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:
[5] https://www.friedonline.com/course?courseid=schoology
[5] https://mailchi.mp/friedtechnology/stack-your-skills-schoology-essentials-is-live-and-on-sale
[4] https://www.mshinstitute.org/learn/live-virtual-field-trips.html
[2] https://woobox.com/qbgoha/nehsl5
[2] https://woobox.com/bourmz/nd06bq
[2] https://woobox.com/bourmz/ncieng
[2] https://www.linkedin.com/slink?code=dkQrWKd
[2] https://woobox.com/bourmz/ncvcqo
[2] https://woobox.com/bourmz/nda3xv
[2] https://teachfromanywhere.google/intl/ja/

Top URLs in Tweet in G7:
[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
[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/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.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 G8:
[24] 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
[8] https://campustechnology.com/articles/2021/01/05/free-resources-to-help-with-remote-learning-in-2021.aspx?m=2
[7] https://www.insidehighered.com/news/2020/11/30/students-seek-pass-fail-options-again-fall-light-covid-19
[5] https://sharemylesson.com/vc2021/savethedate
[5] https://www.edsurge.com/research/guides/what-s-the-plan-how-k-12-school-districts-are-preparing-to-resume-and-reopen
[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

Top URLs in Tweet in G9:
[12] https://www.edutopia.org/article/4-strategies-make-virtual-pbl-work
[8] http://esheninger.blogspot.com/2020/08/strategies-to-foster-discourse-and.html
[4] https://www.edutopia.org/article/getting-know-whole-student-distance-learning
[4] https://www.edutopia.org/article/7-high-impact-evidence-based-tips-online-teaching
[3] https://microbit.org/news/2021-01-29/set-coding-tasks-in-seconds/
[3] https://www.edweek.org/teaching-learning/opinion-six-strategies-i-apply-to-make-my-distance-learning-classes-not-terrible/2021/02
[3] https://www.edtechupdate.com/edition/daily-accessibility-elementary-2021-02-16?open-article-id=15483820&article-title=the-difference-between-synchronous-and-asynchronous-learning&blog-domain=teachthought.com&blog-title=teachthought---learn-better-
[3] https://avidopenaccess.org/
[2] https://www.commonsense.org/education/articles/managing-in-person-and-distance-learning-at-the-same-time
[2] https://www.edutopia.org/article/how-read-students-during-remote-learning?utm_content=153035417

Top URLs in Tweet in G10:
[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 Domains
Top Domains in Tweet in Entire Graph:
[3709] twitter.com
[295] youtube.com
[174] amazon.com
[164] donorschoose.org
[120] woobox.com
[113] google.com
[103] teacherspayteachers.com
[103] sharemylesson.com
[99] edutopia.org
[91] apple.com

Top Domains in Tweet in G1:
[994] twitter.com
[95] youtube.com
[45] instagram.com
[42] teacherspayteachers.com
[35] donorschoose.org
[34] linkedin.com
[34] google.com
[32] co.uk
[31] apple.com
[23] edutopia.org

Top Domains in Tweet in G2:
[643] twitter.com
[140] amazon.com
[63] anchor.fm
[54] apple.com
[53] rdene915.com
[46] robotlab.com
[45] teacherspayteachers.com
[27] youtube.com
[24] mylearnie.com
[20] neolms.com

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

Top Domains in Tweet in G4:
[74] twitter.com
[66] canva.com
[17] instructables.com
[10] radian6.com
[9] commonsense.org
[9] google.com
[9] youtube.com
[5] whiteboard.chat
[2] gamifiedclassroom.com
[2] seesaw.me

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

Top Domains in Tweet in G6:
[190] twitter.com
[116] woobox.com
[5] friedonline.com
[5] mailchi.mp
[4] mshinstitute.org
[3] linkedin.com
[2] teachfromanywhere.google
[2] teacherspayteachers.com
[1] robotlab.com
[1] patheonlabs.com

Top Domains in Tweet in G7:
[121] donorschoose.org
[117] twitter.com
[5] amazon.com
[4] reachoutandreadnyc.org
[3] facebook.com
[2] youtube.com
[2] linktr.ee
[1] pbs.org
[1] influitive.com
[1] woobox.com

Top Domains in Tweet in G8:
[131] twitter.com
[103] sharemylesson.com
[25] understood.org
[19] insidehighered.com
[13] amazingeducationalresources.com
[10] youtube.com
[8] edsurge.com
[8] campustechnology.com
[5] techlearning.com
[4] edweek.org

Top Domains in Tweet in G9:
[45] twitter.com
[37] edutopia.org
[8] blogspot.com
[6] edtechupdate.com
[5] edweek.org
[5] avidopenaccess.org
[4] edtechdigest.com
[3] commonsense.org
[3] microbit.org
[3] k12dive.com

Top Domains in Tweet in G10:
[26] 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 Hashtags
Top Hashtags in Tweet in Entire Graph:
[7936] distancelearning
[1365] education
[983] edtech
[686] remotelearning
[670] edchat
[548] k12
[540] onlinelearning
[417] elearning
[391] learning
[378] hybridlearning



Top Hashtags in Tweet in G1:
[2454] distancelearning
[395] education
[223] edtech
[212] onlinelearning
[171] remotelearning
[163] elearning
[144] learning
[142] school
[122] virtuallearning
[107] k12

Top Hashtags in Tweet in G2:
[1192] distancelearning
[751] education
[509] edtech
[363] k12
[345] edchat
[186] remotelearning
[178] hybridlearning
[172] sel
[165] onlinelearning
[161] teaching

Top Hashtags in Tweet in G3:
[524] distancelearning
[68] remotelearning
[53] education
[47] onlinelearning
[40] edtech
[31] learning
[26] elearning
[26] hybridlearning
[19] showtimesomarchfun
[19] parabata

Top Hashtags in Tweet in G4:
[122] distancelearning
[34] nationalengineersweek
[27] remotelearning
[27] steam
[21] stem
[16] connectallstudents
[15] edtech
[10] teacherdesigned
[7] interactiveclass
[7] learning

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

Top Hashtags in Tweet in G6:
[141] distancelearning
[128] stem
[8] remotelearning
[7] edtech
[4] stemeducation
[4] sel
[3] onshape
[3] educhat
[3] fintech
[3] insurtech

Top Hashtags in Tweet in G7:
[326] distancelearning
[77] donorschoose
[41] texas
[40] raceagainsttime
[36] 3rdgradeteacher
[36] ma
[36] california
[25] newyork
[21] teachertwitter
[19] retweet

Top Hashtags in Tweet in G8:
[259] distancelearning
[107] edchat
[66] prek12
[44] covid19
[39] blackhistorymonth
[37] edtech
[35] educhat
[24] teachers
[23] womenshistorymonth
[21] drseussbirthday

Top Hashtags in Tweet in G9:
[153] distancelearning
[31] remotelearning
[31] edchat
[16] pblchat
[15] pbl
[12] eduprotocols
[9] teachers
[9] students
[9] teachertwitter
[7] edtech

Top Hashtags in Tweet in G10:
[72] distancelearning
[20] remotelearning
[11] science
[7] education
[6] hcsinfluencers
[6] ccss21
[6] kptogether
[6] kidscience
[6] blendedlearning
[6] hybridlearning

Top Words
Top Words in Tweet in Entire Graph:
[7938] #distancelearning
[2435] learning
[2335] students
[1384] learn
[1365] #education
[1229] free
[1071] today
[1056] online
[981] more
[971] #edtech

Top Words in Tweet in G1:
[2453] #distancelearning
[717] learning
[675] students
[395] #education
[379] online
[372] today
[370] learn
[361] day
[333] more
[326] distance

Top Words in Tweet in G2:
[1193] #distancelearning
[751] #education
[505] #edtech
[354] #k12
[345] #edchat
[287] learning
[247] rdene915
[247] students
[197] googleforedu
[187] book

Top Words in Tweet in G3:
[524] #distancelearning
[162] learning
[104] students
[89] online
[82] distance
[76] more
[68] #remotelearning
[57] student
[54] school
[53] #education

Top Words in Tweet in G4:
[152] seesaw
[122] #distancelearning
[122] using
[91] free
[87] educators
[79] use
[72] templates
[68] canva
[68] designed
[68] 21

Top Words in Tweet in G5:
[472] free
[472] activity
[469] calacademy
[363] kids
[363] 11
[363] science
[363] home
[315] pack
[207] collection
[207] download

Top Words in Tweet in G6:
[336] learn
[330] win
[330] dash
[329] dot
[328] robots
[328] accessories
[328] wonderworkshop
[328] provide
[327] enter
[327] app

Top Words in Tweet in G7:
[326] #distancelearning
[259] students
[222] help
[168] teacher
[163] project
[140] today
[124] donorschoose
[124] please
[101] birthday
[98] mrs

Top Words in Tweet in G8:
[289] sharemylesson
[259] #distancelearning
[252] students
[158] free
[154] aftunion
[150] learning
[142] learn
[140] resources
[121] aftteach
[109] andrewdkaufman

Top Words in Tweet in G9:
[155] #distancelearning
[71] learning
[56] edutopia
[41] students
[37] virtual
[33] #remotelearning
[31] #edchat
[31] strategies
[27] make
[27] week

Top Words in Tweet in G10:
[72] #distancelearning
[36] science
[28] virtual
[27] learning
[26] iste
[21] conducting
[21] labs
[21] world
[21] denisecwright
[18] #remotelearning

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

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

Top Word Pairs in Tweet in G2:
[154] #education,#edchat
[149] #distancelearning,#hybridlearning
[117] #k12,#education
[89] available,amazon
[83] #edchat,#edleadership
[78] #edtech,tools
[77] grab,copy
[77] copy,book
[77] book,send
[77] send,dm

Top Word Pairs in Tweet in G3:
[69] 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:
[68] canva,designed
[68] designed,21
[68] 21,creative
[68] creative,templates
[68] templates,educators
[68] educators,using
[68] using,seesaw
[68] seesaw,access
[68] access,free
[67] seesaw,canva

Top Word Pairs in Tweet in G5:
[363] science,home
[315] free,activity
[315] activity,pack
[206] astro,loving
[206] loving,kids
[206] kids,ages
[206] ages,11
[206] 11,free
[206] pack,added
[206] added,science

Top Word Pairs in Tweet in G6:
[329] win,dash
[329] dash,dot
[328] dot,robots
[328] robots,accessories
[328] accessories,wonderworkshop
[327] enter,win
[327] wonderworkshop,app
[327] app,learn
[326] learn,code
[326] code,challenges

Top Word Pairs in Tweet in G7:
[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 G8:
[91] aftunion,aftteach
[60] #distancelearning,aftunion
[59] practices,support
[54] lesson,plan
[53] students,learn
[50] support,students
[46] #edchat,#distancelearning
[44] learn,differently
[42] online,learning
[41] effective,#distancelearning

Top Word Pairs in Tweet in G9:
[15] #distancelearning,#remotelearning
[15] remote,learning
[13] make,virtual
[12] distance,learning
[12] strategies,make
[12] virtual,pbl
[12] pbl,work
[12] work,edutopia
[11] #edchat,#distancelearning
[9] free,pd

Top Word Pairs in Tweet in G10:
[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 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
@educationweek
@edutopia
@hfcsrathcoole
@stevekornacki
@lmofficialhq
@maryvaleinst
@cajonvalleyusd
@mysterysci
@tustinusd

Top Replied-To in G2:
@alexrkennedy1
@mathheadinc
@dougducey
@canvaslms
@rhoads2reading
@ranchosg_es
@moorideastheme1
@corderj
@irvspanish

Top Replied-To in G3:

Top Replied-To in G4:
@nearpod
@youcubed
@darrellwakelam
@reneewellssteam
@larryferlazzo
@commonsenseed

Top Replied-To in G6:
@ajpodchaski

Top Replied-To in G7:
@wkamaubell
@alaneadamsbooks
@dfteach
@steelcity_tutor
@mssummer
@riggalyssa1
@lanacondor
@madelainepetsch
@noemyewest
@ophirgottlieb

Top Replied-To in G8:
@reimaginemigrat
@understood
@sapnakmd

Top Replied-To in G9:
@mrnunesteach
@crazypln
@amamentors
@giftedtawk
@oprah
@msmakecode
@gautiersue
@t_f_berger
@kahoot

Top Replied-To in G10:
@buncee
@mrdsengclasss
@mtouceda
@reclaimlaschls
@scottmpetri

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

Top Mentioned in G1:
@wonderworkshop
@rdene915
@shanti_asiatic
@juliedupuisgme
@erik_youngman
@aquilaeducation
@bluelightkids
@janeeceent
@cisco
@webex

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

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

Top Mentioned in G4:
@seesaw
@canva
@commonsenseed
@instructables
@themerrillsedu
@whiteboardchat
@microsoftteams
@flipgrid
@nearpod
@zoom_us

Top Mentioned in G5:
@calacademy

Top Mentioned in G6:
@wonderworkshop
@google
@chilterna
@friedtechnology
@mshinstitute
@enricomolinari
@reneewellssteam
@eberlbernhard
@microsoft
@onshape

Top Mentioned in G7:
@donorschoose
@kasmom24
@pcal1028
@crafty_teacher2
@charitycheetah
@sonicdrivein
@msbforstudents
@mrsmccluresroom
@itsmrsespinoza
@amazon

Top Mentioned in G8:
@sharemylesson
@aftunion
@aftteach
@andrewdkaufman
@ncldorg
@edsurge
@understoodorg
@firstbook
@understood
@insidehighered

Top Mentioned in G9:
@edutopia
@eduporium
@eduprotocols
@commonsense
@kvoge71
@mrsparkshine
@jcorippo
@youkiterada
@theresajhall
@mslesleyzorra

Top Mentioned in G10:
@iste
@denisecwright
@mtouceda
@istestem
@westsidehsteach
@laschools
@buncee
@aboutkp
@kpedtheatre
@kpthrives

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@cowboyscifibot
@edinburghwatch
@mlnangalama
@chidambara09
@cybersec_feeds
@raymond_norman
@jamesroy
@femtech_
@harrypetsanis

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

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

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

Top Tweeters in G4:
@jhamby
@wtfex
@rosyshepherdess
@ictevangelist
@canva
@ksev4
@adskcommunity
@grammasheri
@doinktweets
@kdmiller4

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

Top Tweeters in G6:
@willgriesmer
@momsfocus
@danceeatrepeat
@ideasusadas
@kimberlilarae
@mya98604
@landonsmum
@coralrae21
@kelley2009
@abbynaverysmom

Top Tweeters in G7:
@tmobile
@kumoshiete
@bwcdeals
@ynb
@ophirgottlieb
@ochocinco
@craignewmark
@undefinedzack
@retweetbossman
@towngirl772

Top Tweeters in G8:
@coopmike48
@backstorymom1
@mstepczyk
@gangstamovement
@alexandria_sz
@thesciencevort1
@rweingarten
@educationweek
@elianatardio
@ta_morris

Top Tweeters in G9:
@wltx
@alicekeeler
@shellterrell
@jcorippo
@scas
@e_sheninger
@edutopia
@spencerideas
@edutech_ness
@lewis1jj

Top Tweeters in G10:
@abc7newsbayarea
@nbcbayarea
@latimes
@cnn
@abc7
@stem_nastics
@1naturalzeta
@buncee
@mfonderkaye
@mikeynoway


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