distancelearning, Twitter, 4/17/2021 8:06:30 AM, 252941


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distancelearning_2021-04-16_21-36-00.xlsx
distancelearning_2021-04-16_21-36-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 17, 2021
Short Description:
distancelearning via NodeXL https://bit.ly/3mTdY6M
@distancelrnbot
@cerisella1
@googleforedu
@calacademy
@sharemylesson
@commonsenseed
@evankirstel
@naapi
@salamastephane
@wonderworkshop

Top hashtags:
#distancelearning
#education
#edtech
#onlinelearning

Description:
Description
The graph represents a network of 8,556 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, 17 April 2021 at 05:18 UTC.

The requested start date was Saturday, 17 April 2021 at 00:01 UTC and the maximum number of tweets (going backward in time) was 18,000.

The tweets in the network were tweeted over the 38-day, 4-hour, 29-minute period from Tuesday, 09 March 2021 at 19:31 UTC to Saturday, 17 April 2021 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 : 8556
Unique Edges : 6036
Edges With Duplicates : 27887
Total Edges : 33923
Number of Edge Types : 5
Mentions : 3627
Tweet : 5385
Replies to : 416
Retweet : 10687
MentionsInRetweet : 13808
Self-Loops : 5664
Reciprocated Vertex Pair Ratio : 0.0325907948340123
Reciprocated Edge Ratio : 0.0631243179719634
Connected Components : 746
Single-Vertex Connected Components : 437
Maximum Vertices in a Connected Component : 7049
Maximum Edges in a Connected Component : 31627
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 3.663549
Graph Density : 0.000162753505696578
Modularity : 0.324619
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 8,556 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, 17 April 2021 at 05:18 UTC.

The requested start date was Saturday, 17 April 2021 at 00:01 UTC and the maximum number of tweets (going backward in time) was 18,000.

The tweets in the network were tweeted over the 38-day, 4-hour, 29-minute period from Tuesday, 09 March 2021 at 19:31 UTC to Saturday, 17 April 2021 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:
[142] 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
[89] https://www.rdene915.com/
[87] https://anchor.fm/rdene915
[85] https://podcasts.apple.com/us/podcast/thriveinedu-by-rachelle-dene-poth/id1534150166
[61] http://paper.li/e-1546484200
[49] https://mylearnie.com/
[47] https://www.instagram.com/accounts/login/
[46] https://getbook.at/Eddie_the_Elephant
[32] https://www.donorschoose.org/project/show-it-post-it/5378110/
[26] https://www.donorschoose.org/project/making-kinder-fun/5371016/

Top URLs in Tweet in G1:
[33] https://podcasts.apple.com/us/podcast/thriveinedu-by-rachelle-dene-poth/id1534150166
[32] https://www.rdene915.com/
[29] https://www.instagram.com/accounts/login/
[26] https://www.bestonlinecareer.com/
[24] https://www.tomviola.com/
[23] http://paper.li/e-1546484200
[22] https://anchor.fm/rdene915
[14] https://www.bestonlinecareer.com/sap-ariba-online-training/
[12] https://lakewood.edu/
[11] https://www.donorschoose.org/project/show-it-post-it/5378110/

Top URLs in Tweet in G2:
[18] https://us02web.zoom.us/meeting/register/tZckcuyhqD0tEtBORahpNsVJdX4K0piVg0IK
[9] https://shakeuplearning.com/youtube-videos/
[7] https://conference.iste.org/2021CreativeConstructorLab/
[6] https://youtu.be/z5uEfN9eM60
[5] https://youtu.be/60hNt8w6Apg
[4] https://www.controlaltachieve.com/2021/01/meet-attendance.html
[4] https://www.youtube.com/watch?v=phgUMsf15vM&utm_content=buffer6ccfb&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

[4] https://www.teachthought.com/technology/the-elements-of-a-digital-classroom/
[4] https://us02web.zoom.us/meeting/register/tZAtf--hrDouG9QE7Aa0PXhLYWovYIkATj35
[4] https://sites.google.com/view/eamindfulness/home

Top URLs in Tweet in G3:
[134] 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
[65] https://anchor.fm/rdene915
[54] https://www.rdene915.com/
[51] https://podcasts.apple.com/us/podcast/thriveinedu-by-rachelle-dene-poth/id1534150166
[41] https://mylearnie.com/
[19] https://www.amazon.com/s?k=kidz+rock+university+homeschool&i=stripbooks&ref=nb_sb_noss_1
[17] https://forms.gle/SkfipDjXfs8QPkedA
[13] https://static1.squarespace.com/static/576e2f42893fc0d33cd8f383/t/6034b024084b133c5a4bfc03/1614065707661/Swift+Playgrounds+One+Pager.pdf
[8] https://classcraft.com/blog/students-not-showing-virtual-learning/?utm_campaign=20200420-blog-freelancers-remote-learning&utm_source=twitter&utm_medium=social
[6] https://www.linkedin.com/slink?code=dmSveyJ

Top URLs in Tweet in G4:
[10] https://www.instagram.com/accounts/login/
[6] https://www.wbu.education/education/preapplication/personalinformation.aspx
[4] https://www.studyfrenchspanish.com/language-courses-ignou/
[4] 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
[4] https://ssec.si.edu/distancelearning
[3] https://www.outclasstherest.com/
[2] for
[2] https://www.littlemandarinclasses.co.uk/online
[2] https://htopskills.com/blog/how-to-disable-chat-in-microsoft-teams/
[2] https://www.amazon.com/Come-Write-Me-Workbook-Journal/dp/1734163704/

Top URLs in Tweet in G5:
[3] https://twitter.com/LeanderJakobine/status/1378237693184905218
[1] https://twitter.com/i/web/status/1382064532110110728
[1] https://twitter.com/i/web/status/1382060610700075013
[1] https://twitter.com/i/web/status/1382061130324062209
[1] https://twitter.com/i/web/status/1382061318505660419
[1] https://twitter.com/i/web/status/1382064302778109954
[1] https://twitter.com/i/web/status/1382053288393195527
[1] https://twitter.com/JoannaTeglund/status/1373393856365002755
[1] https://twitter.com/LeiseRene/status/1378605205500084225
[1] https://twitter.com/TinaXentina/status/1379127076863815681

Top URLs in Tweet in G6:
[4] https://halfcrazymama.com/at-home-remote-learning-tips-for-kids-and-parents/
[3] https://www.instagram.com/accounts/login/
[2] https://www.calacademy.org/science-at-home
[1] https://www.calacademy.org/science-at-home/coral-reefs-ages-4-8
[1] https://twitter.com/i/web/status/1383016570603982850
[1] https://twitter.com/i/web/status/1381670190174380033
[1] https://twitter.com/i/web/status/1381761299055435779
[1] https://twitter.com/i/web/status/1381927645072523268
[1] https://twitter.com/i/web/status/1382033593199857664
[1] https://twitter.com/i/web/status/1382124441887395841

Top URLs in Tweet in G7:
[16] https://www.donorschoose.org/project/making-kinder-fun/5371016/
[13] https://www.donorschoose.org/project/show-it-post-it/5378110/
[11] 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-2021-04-receipt_ppf-teacher_3847349&challengeid=21528855
[11] https://www.donorschoose.org/project/technology-teaching/5406001/
[9] 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
[6] https://www.donorschoose.org/project/a-growth-mindset-diversity-and-inclusio/5443701/?challengeid=21564633
[4] https://www.amazon.com/hz/wishlist/ls/21BJFTSM4YGPI?ref_=wl_share
[4] https://www.donorschoose.org/project/summer-fun-for-second-graders/5484256/?challengeid=21564633
[3] https://www.donorschoose.org/project/curious-campers/5420714/?utm_source=dc&utm_medium=twitter&utm_campaign=project&utm_term=unknown&rf=twitter-dc-2021-03-project-unknown&%24web_only=true&_branch_match_id=link-899319482640164602
[3] 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

Top URLs in Tweet in G8:
[5] https://sharemylesson.com/collections/cesar-chavez-dolores-huerta
[5] https://sharemylesson.com/teaching-resource/six-steps-accelerate-student-learning-prek-5-329572
[4] https://sharemylesson.com/teaching-resource/racial-equity-and-student-behavior-remote-hybrid-or-person-329630
[4] https://sharemylesson.com/teaching-resource/bringing-disney-magic-your-classroom-329706
[4] https://sharemylesson.com/teaching-resource/design-your-own-dollar-bill-329647
[3] https://sharemylesson.com/womenshistory
[3] https://sharemylesson.com/blog/fannie-lou-hammer-mfdp
[3] https://sharemylesson.com/teaching-resource/judaism-248454
[3] https://sharemylesson.com/teaching-resource/easter-activities-151189
[3] https://sharemylesson.com/collections/elementary-math

Top URLs in Tweet in G9:
[12] https://www.shantiasiaticjaipur.com/#enquiryModel
[12] https://www.jadirectives.com/coursera-deep-learning-specialization-review/
[8] https://mytechdecisions.com/facility/learning-technology-hybrid/
[7] https://axonpark.com/7-steps-to-get-started-with-vr-training/
[6] https://www.robotlab.com/blog/how-young-kids-learn-with-robots?utm_content=155166232&utm_medium=social&utm_source=twitter&hss_channel=tw-1128756116
[4] https://www.jadirectives.com/google-it-support-professional-certificate-review-coursera/
[4] https://asoworld.com/blog/distance-learning-under-the-covid-19-and-the-promotion-method-of-education-app-under-the-pandemic/?utm_source=google&utm_medium=facebook
[3] https://facebook.com/clubskills
[3] https://www.youtube.com/watch?v=rWkDxHSQD64&utm_content=159157416&utm_medium=social&utm_source=twitter&hss_channel=tw-1128756116

[3] https://www.robotlab.com/blog/in-person-or-remote-learning-how-the-biggest-city-school-districts-are-operating?utm_content=153984277&utm_medium=social&utm_source=twitter&hss_channel=tw-1128756116

Top URLs in Tweet in G10:
[14] https://www.pblworks.org/blog/why-pbl-best-online-instruction
[10] https://www.edutopia.org/article/5-effective-modeling-strategies-english-learners
[7] https://www.pblworks.org/blog/beyond-worksheet-packet-pbl-projects-adapt-remote-learning
[5] https://www.pblworks.org/blog/fighting-racism-breaking-bias-project
[5] https://catlintucker.com/2020/05/building-blocks-of-an-online-lesson/
[3] https://www.edtechdigest.com/2021-finalists-winners/
[2] https://kusurvey.ca1.qualtrics.com/jfe/form/SV_eQE3YjaJNEC7ZOe
[2] https://www.edutopia.org/article/enduring-practices-remote-teaching
[2] https://ditchthattextbook.com/jamboard-features/
[2] https://sphero.com/blogs/news/project-based-learning-examples

Top Domains
Top Domains in Tweet in Entire Graph:
[2938] twitter.com
[343] youtube.com
[244] donorschoose.org
[194] amazon.com
[150] sharemylesson.com
[125] google.com
[110] robotlab.com
[102] teacherspayteachers.com
[98] woobox.com
[98] anchor.fm

Top Domains in Tweet in G1:
[929] twitter.com
[151] youtube.com
[65] teacherspayteachers.com
[61] donorschoose.org
[52] bestonlinecareer.com
[47] google.com
[36] instagram.com
[33] apple.com
[33] anchor.fm
[32] rdene915.com

Top Domains in Tweet in G2:
[206] twitter.com
[44] edumeet.in
[29] zoom.us
[28] youtube.com
[21] google.com
[18] van-griner.com
[17] teacherspayteachers.com
[16] youtu.be
[12] shakeuplearning.com
[11] iste.org

Top Domains in Tweet in G3:
[324] twitter.com
[154] amazon.com
[89] woobox.com
[65] anchor.fm
[54] rdene915.com
[51] apple.com
[43] mylearnie.com
[21] forms.gle
[14] edtechreview.in
[13] squarespace.com

Top Domains in Tweet in G4:
[199] twitter.com
[10] instagram.com
[7] google.com
[6] wbu.education
[5] facebook.com
[5] youtube.com
[5] co.uk
[5] ac.uk
[4] edutopia.org
[4] outclasstherest.com

Top Domains in Tweet in G5:
[24] twitter.com

Top Domains in Tweet in G6:
[8] twitter.com
[4] halfcrazymama.com
[3] calacademy.org
[3] instagram.com
[1] nodexlgraphgallery.org

Top Domains in Tweet in G7:
[149] donorschoose.org
[89] twitter.com
[8] amazon.com
[4] woobox.com
[1] advancementcourses.com
[1] linktr.ee
[1] scholastic.com

Top Domains in Tweet in G8:
[148] sharemylesson.com
[80] twitter.com
[3] medium.com
[2] on24.com
[1] tag1consulting.com
[1] clicktotweet.com
[1] americanprogress.org

Top Domains in Tweet in G9:
[75] robotlab.com
[69] twitter.com
[17] pinterest.com
[16] jadirectives.com
[14] shantiasiaticjaipur.com
[8] mytechdecisions.com
[7] axonpark.com
[6] youtube.com
[4] facebook.com
[4] edu.pk

Top Domains in Tweet in G10:
[30] pblworks.org
[23] twitter.com
[14] edutopia.org
[6] catlintucker.com
[4] edtechdigest.com
[3] eduporium.com
[3] donorschoose.org
[2] youtube.com
[2] qualtrics.com
[2] absolute.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[8191] distancelearning
[1526] education
[1167] edtech
[854] onlinelearning
[804] protectthekids
[660] elearning
[627] remotelearning
[562] edchat
[555] learning
[440] k12



Top Hashtags in Tweet in G1:
[2807] distancelearning
[521] education
[309] edtech
[284] onlinelearning
[264] elearning
[233] learning
[174] remotelearning
[160] students
[156] school
[138] teachers

Top Hashtags in Tweet in G2:
[492] distancelearning
[179] edtech
[131] education
[115] worldhealthday
[78] learning
[76] edchat
[65] elearning
[64] onlinelearning
[59] school
[57] googlece

Top Hashtags in Tweet in G3:
[585] distancelearning
[473] education
[280] edtech
[242] k12
[164] sel
[149] edchat
[120] stem
[108] thriveinedu
[100] remotelearning
[91] onlinelearning

Top Hashtags in Tweet in G4:
[343] distancelearning
[47] education
[35] remotelearning
[33] onlinelearning
[30] edtech
[26] elearning
[20] learning
[18] virtuallearning
[15] covid19
[11] onlineclasses

Top Hashtags in Tweet in G5:
[803] protectthekids
[360] distancelearning
[288] nocovid
[279] yestonocovid
[268] lasstschulenundkitaszu
[263] nocovidjetzt
[183] lebenretten
[68] harterlockdownjetzt
[56] harterlockdownsofort
[44] longcovid

Top Hashtags in Tweet in G6:
[104] momlife
[92] parentingtips
[67] distancelearning
[64] momhacks
[63] parentinglife
[59] bluelightglasses
[55] momboss
[55] momtruths
[50] momstruggles
[38] motherhood

Top Hashtags in Tweet in G7:
[208] distancelearning
[61] donorschoose
[59] newyork
[59] growthmindset
[36] givethanksnotpranks
[36] inperson
[26] allstate
[26] technology
[26] donate
[24] stemeducation

Top Hashtags in Tweet in G8:
[164] distancelearning
[138] edchat
[82] covid19
[56] educhat
[35] k12
[28] womenshistorymonth
[24] prek12
[23] cesarchavezday
[22] doloreshuertaday
[19] racialequity

Top Hashtags in Tweet in G9:
[238] distancelearning
[111] education
[106] technology
[84] edtech
[79] vr
[67] edchat
[65] stem
[64] ar
[60] virtualreality
[59] xr

Top Hashtags in Tweet in G10:
[105] distancelearning
[32] pbl
[23] remotelearning
[12] teachers
[12] students
[11] authortakeovers
[10] pandemicteaching
[10] onlinelearning
[10] els
[6] k12

Top Words
Top Words in Tweet in Entire Graph:
[8192] #distancelearning
[2460] learning
[2176] students
[1524] #education
[1167] #edtech
[1165] learn
[1108] more
[1073] online
[984] check
[973] free

Top Words in Tweet in G1:
[2806] #distancelearning
[918] learning
[700] students
[520] #education
[507] online
[434] more
[406] distance
[394] learn
[317] today
[309] #edtech

Top Words in Tweet in G2:
[492] #distancelearning
[343] students
[338] googleforedu
[233] during
[179] #edtech
[167] check
[131] #education
[122] educators
[115] #worldhealthday
[115] staying

Top Words in Tweet in G3:
[585] #distancelearning
[472] #education
[305] learning
[280] #edtech
[242] #k12
[239] learn
[207] code
[200] challenges
[200] rdene915
[198] provide

Top Words in Tweet in G4:
[343] #distancelearning
[106] learning
[75] students
[58] online
[55] more
[48] distance
[47] #education
[35] #remotelearning
[33] #onlinelearning
[32] year

Top Words in Tweet in G5:
[803] #protectthekids
[360] #distancelearning
[288] #nocovid
[279] #yestonocovid
[268] #lasstschulenundkitaszu
[263] #nocovidjetzt
[183] #lebenretten
[164] cerisella1
[77] die
[68] #harterlockdownjetzt

Top Words in Tweet in G6:
[283] free
[260] activity
[258] calacademy
[249] pack
[232] reefs
[231] mini
[231] marine
[231] biologist
[231] age
[231] newest

Top Words in Tweet in G7:
[208] #distancelearning
[173] students
[167] project
[155] donorschoose
[149] help
[105] mrs
[91] teacher
[86] love
[85] classroom
[81] grade

Top Words in Tweet in G8:
[254] sharemylesson
[182] aftunion
[166] free
[164] #distancelearning
[156] aftteach
[150] webinar
[138] #edchat
[101] register
[97] students
[95] lesson

Top Words in Tweet in G9:
[240] #distancelearning
[111] #education
[108] #technology
[84] #edtech
[79] #vr
[76] uzaktanegitkocu
[67] #edchat
[65] #stem
[64] #ar
[60] glengilmore

Top Words in Tweet in G10:
[105] #distancelearning
[43] learning
[32] #pbl
[31] students
[31] during
[31] pbl
[28] online
[23] virtual
[23] teacher2teacher
[23] #remotelearning

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[624] distance,learning
[464] #protectthekids,#protectthekids
[281] during,#distancelearning
[270] learn,code
[270] #protectthekids,#nocovid
[267] #nocovid,#yestonocovid
[264] dash,dot
[264] dot,robots
[264] #distancelearning,#hybridlearning
[263] robots,accessories

Top Word Pairs in Tweet in G1:
[272] distance,learning
[100] learn,more
[89] #elearning,#education
[70] #education,#onlinelearning
[69] learn,code
[69] app,learn
[68] dash,dot
[68] dot,robots
[68] robots,accessories
[68] accessories,wonderworkshop

Top Word Pairs in Tweet in G2:
[179] during,#distancelearning
[115] check,students
[115] students,staying
[115] staying,healthy
[78] healthy,during
[77] april,7th
[77] 7th,#worldhealthday
[77] #worldhealthday,check
[76] googleforedu,april
[57] establishing,classroom

Top Word Pairs in Tweet in G3:
[187] learn,code
[183] dash,dot
[183] dot,robots
[183] robots,accessories
[183] accessories,wonderworkshop
[181] wonderworkshop,app
[181] app,learn
[181] code,challenges
[181] challenges,provide
[181] provide,hours

Top Word Pairs in Tweet in G4:
[35] distance,learning
[16] learn,more
[13] #distancelearning,#remotelearning
[11] online,learning
[10] teaching,learning
[10] #distancelearning,#education
[8] #onlinelearning,#education
[8] #education,#elearning
[8] #elearning,#learning
[7] #remotelearning,#distancelearning

Top Word Pairs in Tweet in G5:
[464] #protectthekids,#protectthekids
[270] #protectthekids,#nocovid
[267] #nocovid,#yestonocovid
[263] #yestonocovid,#lasstschulenundkitaszu
[256] #lasstschulenundkitaszu,#distancelearning
[218] #nocovidjetzt,#nocovidjetzt
[124] #lebenretten,#lebenretten
[63] #distancelearning,sommerferien
[43] besteht,die
[43] die,chance

Top Word Pairs in Tweet in G6:
[249] free,activity
[249] activity,pack
[231] mini,marine
[231] marine,biologist
[231] biologist,age
[231] age,newest
[231] newest,free
[231] pack,explores
[231] explores,earth
[231] earth,incredible

Top Word Pairs in Tweet in G7:
[78] help,bring
[61] grade,teacher
[59] mrs,caruso
[59] caruso,third
[59] third,grade
[59] teacher,#newyork
[59] #newyork,teach
[59] teach,students
[59] students,having
[59] having,#growthmindset

Top Word Pairs in Tweet in G8:
[123] aftunion,aftteach
[107] #distancelearning,aftunion
[57] #edchat,#distancelearning
[56] #covid19,#distancelearning
[56] #edchat,#educhat
[53] free,webinar
[48] lesson,plans
[43] #educhat,#covid19
[41] lesson,plan
[30] plans,resources

Top Word Pairs in Tweet in G9:
[49] #education,#distancelearning
[48] #vr,#ar
[48] #ar,#xr
[47] #futureofwork,#virtualreality
[47] #xr,#technology
[47] #technology,#wfh
[47] #wfh,#hololens
[46] #virtualreality,wef
[41] #edtech,#edchat
[34] wef,mt

Top Word Pairs in Tweet in G10:
[16] pbl,#pbl
[15] best,practices
[15] practices,online
[15] online,instruction
[15] instruction,map
[15] map,closely
[15] closely,know
[15] know,gold
[15] gold,standard
[15] standard,pbl

Top Replied-To
Top Replied-To in Entire Graph:
@wkamaubell
@leanderjakobine
@bildungsicherde
@tfruehmark
@nocovid_de
@stina2312
@sdvernunft
@leiserene
@sicherastrid
@steelcity_tutor

Top Replied-To in G1:
@americorps
@mdcps
@oxbridgeedu
@mashable
@morriscountynj
@hellomrsharwick

Top Replied-To in G2:
@alexrkennedy1
@teamcampbellce
@googleforedu
@edutech_ness

Top Replied-To in G3:
@buncee
@piqeusa
@vivianhanson17

Top Replied-To in G5:
@leanderjakobine
@tfruehmark
@bildungsicherde
@leiserene
@sicherastrid
@sdvernunft
@stina2312
@nocovid_de
@viva_la_vita_0
@huebnermobil

Top Replied-To in G7:
@wkamaubell
@steelcity_tutor
@mssummer
@letsplayprek
@support_a_teach
@donorschoose
@nicholasferroni
@melissadarrow
@discoveryed
@smreed81

Top Replied-To in G9:
@haroldsinnott

Top Replied-To in G10:
@heyshachi
@teacher2teacher

Top Mentioned
Top Mentioned in Entire Graph:
@googleforedu
@rdene915
@sharemylesson
@wonderworkshop
@calacademy
@kat_goyette
@aftunion
@donorschoose
@cerisella1
@aftteach

Top Mentioned in G1:
@rdene915
@sharemylesson
@wonderworkshop
@kat_goyette
@shanti_asiatic
@bluelightkids
@aquilaeducation
@educatoralex
@bestonlinecarer
@juliedupuisgme

Top Mentioned in G2:
@googleforedu
@educatoralex
@giftedtawk
@boxlightinc
@apsitjen
@savvaslearning
@lexendfonts
@siopmodel
@allyteacherells
@kszajner

Top Mentioned in G3:
@rdene915
@wonderworkshop
@thriveinedu
@studoeslinux
@danielbbudd
@edumatchbooks
@edugladiators
@codementum1
@erik_youngman
@yiyasolutions

Top Mentioned in G4:
@3rteachertrain
@carrberrycreate
@noahdougherty
@theescatologist
@thinkwritelearn
@changingvegas
@calrossy

Top Mentioned in G5:
@cerisella1
@annette_bulut
@leiserene
@stina2312
@harzer_mom
@munichstudent
@anjakarliczek
@karl_lauterbach
@hbraun
@meine_kehrseite

Top Mentioned in G6:
@calacademy
@bluelightkids
@halfcrazymama
@dawnmariebeauc1
@ambientsynthy
@distancelrnbot
@salamastephane
@googleforedu

Top Mentioned in G7:
@donorschoose
@crafty_teacher2
@wkamaubell
@thea_darling
@itsmrsespinoza
@amazon
@pcal1028
@juliedupuisgme
@furryfriendsdc
@craignewmark

Top Mentioned in G8:
@sharemylesson
@aftunion
@aftteach
@rweingarten
@seccardona
@rollinmiriam
@ed_civilrights
@doloreshuerta
@saribethrose
@newshourextra

Top Mentioned in G9:
@uzaktanegitkocu
@glengilmore
@wef
@audreydesisto
@kanezadiane
@robotlabinc
@farzanasabera
@dr_gulsun
@petervogel
@arasbozkurt

Top Mentioned in G10:
@pblworks
@teacher2teacher
@dfishersdsu
@valentinaesl
@edutopia
@seidlitz_ed
@corwinpress
@samaraspielberg
@catlin_tucker
@eduporium

Top Tweeters
Top Tweeters in Entire Graph:
@paul_cude
@sectest9
@jurylady5
@3_i_n
@cybersec_feeds
@chidambara09
@robre62
@jamesroy
@femtech_
@5fec93919a544d3

Top Tweeters in G1:
@flashbloglive
@juandoming
@femalebloggerrt
@cnbc
@wusa9
@myoken11
@ma2004777
@alicekeeler
@moneycontrolcom
@culturacolectiv

Top Tweeters in G2:
@stressfreekids
@mssackstein
@scalarhumanity
@durff
@canva
@pyscalellc
@eddygarciavega
@sarahdateechur
@pamelafalk
@diversityup

Top Tweeters in G3:
@momsfocus
@melissatippie
@friday_js_bot
@trendsinai
@ml_tweet_bot
@areck0001
@sweetmatcha
@nytimes
@womencodersbot
@bar_zie

Top Tweeters in G4:
@coopmike48
@ebaya
@misshopem
@fogolf
@mamashealth
@coolcatteacher
@jfmaeder
@mitstruwwelhaar
@peterrippl
@aithority

Top Tweeters in G5:
@jaquearnoux
@tumalwas
@mdraktuell
@heiderosie
@fischblog
@saintluciascafe
@zeitonline
@tagesschau
@zdf
@br24

Top Tweeters in G6:
@jurylady5
@5fec93919a544d3
@quintero_funes
@diapermakeovers
@brontyman
@kwame_agyei
@dawnroseturner
@gs_alisami_yen
@northway_debbie
@nrhdx

Top Tweeters in G7:
@walmart
@tmobile
@gma
@nplace1
@ynb
@hokiekat93
@ophirgottlieb
@craignewmark
@towngirl772
@nicholasferroni

Top Tweeters in G8:
@endtheoligarch
@mimproxyble
@brent_nooroa
@coolgrey
@rweingarten
@delfinavaldez8
@dmzhukova
@robincogan
@gridironschol91
@kam3266

Top Tweeters in G9:
@sectest9
@cybersec_feeds
@chidambara09
@xaelbot
@codedailybot
@bexxmodd
@cybersecurityn8
@ssxman2
@gezgintrk
@hubofml

Top Tweeters in G10:
@mrsjjee
@teacher2teacher
@shannonmmiller
@matthtaylor
@blackcheesebur1
@techradar
@edutopia
@mrskellylove
@eduporium
@wickededtech


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