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distancelearning_2020-08-13_01-33-55.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
August 13, 2020
Short Description:
distancelearning via NodeXL https://bit.ly/3am9sYi
@distancelrnbot
@curiosity_films
@commonsenseed
@kszajner
@tcea
@cultofpedagogy
@mikeflynn55
@catlin_tucker
@donorschoose
@erik_youngman

Top hashtags:
#distancelearning
#remotelearning
#edtech
#education
#edchat

Description:
Description
The graph represents a network of 12,631 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 Thursday, 13 August 2020 at 08:59 UTC.

The requested start date was Thursday, 13 August 2020 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 9-day, 6-hour, 1-minute period from Monday, 03 August 2020 at 17:57 UTC to Wednesday, 12 August 2020 at 23:59 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 : 12631
Unique Edges : 9103
Edges With Duplicates : 27785
Total Edges : 36888
Number of Edge Types : 5
Tweet : 4439
Mentions : 4499
Retweet : 11413
MentionsInRetweet : 15917
Replies to : 620
Self-Loops : 4645
Reciprocated Vertex Pair Ratio : 0.034942152623583
Reciprocated Edge Ratio : 0.0675248419150858
Connected Components : 1849
Single-Vertex Connected Components : 1169
Maximum Vertices in a Connected Component : 9183
Maximum Edges in a Connected Component : 31791
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.456865
Graph Density : 0.000111026466385252
Modularity : 0.442796
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 12,631 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 Thursday, 13 August 2020 at 08:59 UTC.

The requested start date was Thursday, 13 August 2020 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 9-day, 6-hour, 1-minute period from Monday, 03 August 2020 at 17:57 UTC to Wednesday, 12 August 2020 at 23:59 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:
[245] https://www.cultofpedagogy.com/distance-learning/
[82] https://catlintucker.com/2020/08/engage-elementary-students-online/
[61] https://www.jadirectives.com/coursera-deep-learning-specialization-review/
[52] https://www.weforum.org/agenda/2020/07/10-top-tech-topics-during-covid-19-india-china-us-eu
[46] https://www.routledge.com/12-Characteristics-of-Deliberate-Homework/Youngman/p/book/9781003002413?utm_source=individuals&utm_medium=shared_link&utm_campaign=B003023_lr1_1au_7pp_d670_2020projectauthorsasselfpromoters
[38] https://www.youtube.com/techtips411
[30] 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
[30] https://dan.com/buy-domain/physistry.com?redirected=true&tld=com
[27] https://www.rdene915.com/
[21] https://learningrevolution.com/

Top URLs in Tweet in G1:
[13] https://watchourcity.com/ap-news/the-latest-un-says-1-billion-students-affected-by-closures/?utm_campaign=twitter&utm_medium=twitter&utm_source=twitter
[10] http://mla-uk.com
[10] https://apps.apple.com/us/app-bundle/discover-history-encyclopedia-for-kids/id1359095672
[8] https://www.smiggle.co.uk/shop/en/smiggleuk
[8] https://timesofindia.indiatimes.com/pcpaathshala/students/students-articles/want-a-quiet-organized-study-space-heres-how/intelshow/76420959.cms
[7] https://www.teacherspayteachers.com:443/Store/Fabricated-Frames
[7] http://pinnaclecharterschools.com/
[7] https://otherside.live
[7] https://www.mathproblemoftheday.com/
[6] https://us02web.zoom.us/webinar/register/WN_bfiJEy7VQDyMnUD7aZe8OQ

Top URLs in Tweet in G2:
[6] https://www.babyfe.com/post/distance-learning-guidelines
[4] http://cherylrhamesevents.com/
[3] https://twitter.com/Curiosity_Films/status/1291909011890040832
[3] https://timesofindia.indiatimes.com/pcpaathshala/students/students-articles/want-a-quiet-organized-study-space-heres-how/intelshow/76420959.cms
[3] https://twitter.com/curiosity_films/status/1291909011890040832
[3] http://paper.li/e-1546484200
[3] http://www.jgmckenney.com/
[2] https://twitter.com/nearpod/status/1290280054950248451
[2] https://letsticktogether.com/
[2] https://www.teacherspayteachers.com/Store/Miss-Matthewss-Madness

Top URLs in Tweet in G3:
[35] https://www.youtube.com/techtips411
[28] 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
[23] https://www.rdene915.com/
[20] https://us02web.zoom.us/meeting/register/tZItceyqpjMsHdx5KVs4lZp3IaCdnT46DMZ3
[20] https://learningrevolution.com/
[20] https://www.facebook.com/techtips411
[15] https://www.pscp.tv/apsitjen
[13] https://bit.ly/TT411-V7I1
[13] https://www.weforum.org/agenda/2020/07/10-top-tech-topics-during-covid-19-india-china-us-eu
[11] http://rsheehy.blogspot.com/2020/08/when-schools-businesses-and-practically.html

Top URLs in Tweet in G4:
[9] https://threadreaderapp.com/thread/1291909011890040832.html
[3] https://kqed.zoom.us/webinar/register/WN_AQu-bYrjQTGFlKWFRsL_Wg
[2] https://twitter.com/Curiosity_Films/status/1291909011890040832
[2] https://threader.app/thread/1291909011890040832
[2] https://www.amazon.com/hz/wishlist/ls/1MVE9CW31TJHO?ref_=wl_share
[2] https://twitter.com/curiosity_films/status/1291909011890040832
[1] https://twitter.com/revkin/status/1290784265622487040
[1] https://twitter.com/i/web/status/1293698240018173952
[1] https://twitter.com/i/web/status/1293698240861204482
[1] https://www.youtube.com/watch?v=RaUMo3OpJ-w&feature=youtu.be


Top URLs in Tweet in G5:
[11] http://dailystem.com/resources/
[9] http://shapegrams.com/get/
[8] https://blog.tcea.org/online-spinner/
[7] https://www.weareteachers.com/teacher-covid-19-waivers/
[7] https://www.albert.io/blog/building-relationships-teaching-remotely/
[5] https://www.albert.io/blog/tools-for-distance-learning/
[3] https://www.albert.io/blog/back-to-school-resources/
[3] https://katielmartin.com/2020/07/26/how-can-we-make-the-most-of-synchronous-and-asynchronous-time-in-distance-learning/
[3] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DFp7Is9AXuCk&q=EgS4SO-bGLyA1PkFIhkA8aeDS9_JSdSH6ZJw1tfpCD3wrKMIVDmoMgFy
[3] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DFp7Is9AXuCk&q=EgS4SO-bGJOA1PkFIhkA8aeDS5EgO6jT4zr0LcDFOAR0KnYAucKtMgFy

Top URLs in Tweet in G6:
[17] https://www.amazon.com/hz/wishlist/ls/3O1ZAMPIZVEI5?ref_=wl_share
[16] https://www.donorschoose.org/project/teacher-tools-for-distance-learning-pt/5013465/?utm_source=dc&utm_medium=directlink&utm_campaign=teacherhub&utm_term=teacher_3759197&rf=directlink-dc-2020-08-teacherhub-teacher_3759197&challengeid=20816310
[15] https://www.amazon.com/hz/wishlist/ls/2PNZ9W7RI6U2L/ref=as_li_ss_tl?ref_=wl_share&linkCode=sl2&tag=thetickler0a-20&linkId=559803a858ebe49564a17f29bdfc96ae&language=en_US
[11] https://www.donorschoose.org/project/hands-on-math-for-kindergarten-skills/5049527/?utm_source=dc&utm_medium=twitter&utm_campaign=project&utm_term=teacher_47791&rf=twitter-dc-2020-08-project-teacher_47791&challengeid=207592&_branch_match_id=link-820677102927005961
[11] https://www.amazon.com/hz/wishlist/ls/32632EQ9NZAQN/ref=as_li_ss_tl?ref_=wl_share&linkCode=sl2&tag=thetickler0a-20&linkId=78209591c44d08660b60d3cd9ecd29ec&language=en_US
[10] https://www.donorschoose.org/project/creating-engagement-with-technology/4951223/
[9] https://www.donorschoose.org/project/teacher-needs-a-document-camera-to-teach/5089540/?utm_source=dc&utm_medium=directlink&utm_campaign=teacherhub&utm_term=teacher_321417&rf=directlink-dc-2020-08-teacherhub-teacher_321417&challengeid=21606976
[9] https://www.donorschoose.org/project/organizing-distance-learning/5082826/
[8] https://www.amazon.com/hz/wishlist/ls/Y0N4Z9MDQ8TA?ref_=wl_share
[8] https://www.donorschoose.org/project/using-snail-mail-to-build-relationships/5031163/?utm_source=dc&utm_medium=twitter&utm_campaign=teacherhub&utm_term=teacher_3676507&rf=twitter-dc-2020-08-teacherhub-teacher_3676507&challengeid=20791783&_branch_match_id=link-818919527874241967

Top URLs in Tweet in G7:
[76] https://catlintucker.com/2020/08/engage-elementary-students-online/
[42] https://www.routledge.com/12-Characteristics-of-Deliberate-Homework/Youngman/p/book/9781003002413?utm_source=individuals&utm_medium=shared_link&utm_campaign=B003023_lr1_1au_7pp_d670_2020projectauthorsasselfpromoters
[12] https://www.wonderexplorelearn.com/category/remote-learning/
[6] http://eatplaymath.blogspot.com/2020/08/how-im-organizing-my-class-notes-for.html
[6] https://www.wonderexplorelearn.com/keep-students-awake-engaged-during-video-calls/
[6] https://www.wonderexplorelearn.com/classroom-strategies-for-mental-health-boost-student-learning-even-from-a-distance/
[4] https://www.wonderexplorelearn.com/remote-learning/
[4] https://mackin.com/
[4] https://www.cultofpedagogy.com/distance-learning/
[3] https://www.edutopia.org/article/using-morning-messages-start-day-distance-learning

Top URLs in Tweet in G8:
[4] https://edsource.org/2020/a-few-things-to-try-when-teaching-online-this-fall/637820
[4] https://laist.com/2020/08/03/coronavirus_distance_learning_lausd_los_angeles_teachers_union_live_video_lessons.php
[4] http://r.socialstudio.radian6.com/73206d40-bfea-40ad-b27b-37bce9d7a918
[3] https://kahoot.com/blog/2020/03/10/distance-learning-toolkit-connect-students-online/
[3] https://elearningindustry.com/microlearning-and-online-video-teaching-8-trends
[3] https://on.asha.org/3fu90be
[2] https://er.educause.edu/blogs/2020/8/embracing-the-unknown-why-online-postsecondary-study-is-worth-the-risk
[2] https://www.edutopia.org/article/setting-stage-school-year-online
[2] https://inservice.ascd.org/what-teachers-need-to-make-remote-learning-work/
[2] https://inservice.ascd.org/what-is-a-teachers-role-in-the-new-normal-pandemic/

Top URLs in Tweet in G9:
[5] https://sites.google.com/view/virtuel/home
[4] https://go.shr.lc/33ctHpH
[3] https://getsupported.net/professional-development-webinars/
[2] http://blogs.edweek.org/teachers/classroom_qa_with_larry_ferlazzo/2020/08/dos_donts_of_teaching_in_a_covid-19_environment.html
[2] https://www.youtube.com/watch?v=naeshkFyUnA&feature=youtu.be

[2] https://monterey.k12oms.org/1519-189561
[2] https://thomgibson.com/distancelearning
[2] https://www.cultofpedagogy.com/distance-learning/
[2] https://www.amazon.com/hz/wishlist/ls/3MG6EWCA1K581?ref_=wl_share
[1] https://www.washingtonpost.com/education/2020/08/09/nine-people-test-positive-coronavirus-georgia-school-where-photos-packed-hallways-went-viral/

Top URLs in Tweet in G10:
[14] https://nasonlollar.wordpress.com/2020/08/08/distance-learning-2-0/
[2] https://www.cnn.com/2020/08/10/health/online-distance-learning-schools-wellness/index.html
[2] https://classtechtips.com/2020/08/10/read-aloud-ebooks/
[2] http://www.ascd.org/ascd-express/vol15/num23/shifting-to-online-learning-in-the-classroom.aspx
[1] https://twitter.com/i/web/status/1292951092939161601
[1] https://twitter.com/i/web/status/1293274472951185414
[1] https://www.edutopia.org/article/reading-virtual-classroom-hard-it-can-be-done
[1] https://twitter.com/i/web/status/1292771578393038848
[1] https://twitter.com/i/web/status/1293245633873289216
[1] http://esheninger.blogspot.com/2020/08/keeping-kids-engaged-in-remote-learning.html

Top Domains
Top Domains in Tweet in Entire Graph:
[1889] twitter.com
[402] donorschoose.org
[328] google.com
[251] cultofpedagogy.com
[248] youtube.com
[156] amazon.com
[143] instagram.com
[135] bit.ly
[98] teacherspayteachers.com
[91] catlintucker.com

Top Domains in Tweet in G1:
[365] twitter.com
[59] teacherspayteachers.com
[46] instagram.com
[44] watchourcity.com
[32] youtube.com
[24] bit.ly
[22] google.com
[20] donorschoose.org
[14] co.uk
[13] tcea.org

Top Domains in Tweet in G2:
[390] twitter.com
[70] instagram.com
[25] youtube.com
[16] bit.ly
[13] linkedin.com
[12] google.com
[11] donorschoose.org
[11] paper.li
[10] teacherspayteachers.com
[9] edutopia.org

Top Domains in Tweet in G3:
[226] twitter.com
[82] youtube.com
[44] zoom.us
[44] bit.ly
[35] amazon.com
[34] google.com
[26] rdene915.com
[23] facebook.com
[20] learningrevolution.com
[19] gettingsmart.com

Top Domains in Tweet in G4:
[36] twitter.com
[9] threadreaderapp.com
[3] zoom.us
[3] amazon.com
[2] kqed.org
[2] threader.app
[2] paper.li
[1] youtube.com
[1] arcgis.com
[1] cnn.com

Top Domains in Tweet in G5:
[145] google.com
[24] twitter.com
[23] tcea.org
[16] albert.io
[12] dailystem.com
[12] shapegrams.com
[8] weareteachers.com
[7] seesaw.me
[5] instagram.com
[4] ditchthattextbook.com

Top Domains in Tweet in G6:
[362] donorschoose.org
[204] twitter.com
[94] amazon.com
[44] youtube.com
[12] teacherspayteachers.com
[9] facebook.com
[7] tabletopteachingllc.com
[4] linktr.ee
[3] scholastic.com
[3] google.com

Top Domains in Tweet in G7:
[82] catlintucker.com
[69] twitter.com
[42] routledge.com
[29] wonderexplorelearn.com
[25] edutopia.org
[10] mackin.com
[7] blogspot.com
[6] google.com
[6] insightadvance.com
[5] medium.com

Top Domains in Tweet in G8:
[33] twitter.com
[19] radian6.com
[19] comsen.se
[10] edsource.org
[4] kahoot.com
[4] elearningindustry.com
[4] ascd.org
[4] laist.com
[4] microsoft.com
[4] google.com

Top Domains in Tweet in G9:
[19] twitter.com
[10] google.com
[5] youtube.com
[4] shr.lc
[3] edweek.org
[3] getsupported.net
[2] edutopia.org
[2] k12oms.org
[2] classcraft.com
[2] thomgibson.com

Top Domains in Tweet in G10:
[14] wordpress.com
[12] twitter.com
[4] classtechtips.com
[4] ascd.org
[3] cnn.com
[3] google.com
[1] edutopia.org
[1] blogspot.com
[1] catlintucker.com
[1] theverge.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[10056] distancelearning
[1368] remotelearning
[984] edtech
[860] education
[747] edchat
[588] backtoschool
[511] onlinelearning
[490] blendedlearning
[447] covid19
[417] teaching



Top Hashtags in Tweet in G1:
[1611] distancelearning
[204] remotelearning
[198] education
[159] edtech
[140] backtoschool
[122] edchat
[110] onlinelearning
[81] teachers
[69] elearning
[67] learning

Top Hashtags in Tweet in G2:
[1145] distancelearning
[100] backtoschool
[99] onlinelearning
[96] remotelearning
[93] education
[60] covid19
[57] teachers
[55] edtech
[55] virtuallearning
[53] elearning

Top Hashtags in Tweet in G3:
[1018] distancelearning
[298] edtech
[237] remotelearning
[220] edchat
[203] education
[136] k12
[87] sel
[74] edutwitter
[62] blendedlearning
[59] teachers

Top Hashtags in Tweet in G4:
[872] distancelearning
[14] remotelearning
[14] tg2chat
[13] feedback
[10] hybridlearning
[9] teaching
[7] edchat
[4] covid19
[4] education
[4] bettertogether

Top Hashtags in Tweet in G5:
[379] distancelearning
[242] remotelearning
[154] edtech
[106] education
[44] edchat
[33] googledoc
[21] stem
[19] backtoschool
[14] ebook
[12] seesawchat

Top Hashtags in Tweet in G6:
[919] distancelearning
[321] donorschoose
[197] clearthelist
[188] title1
[126] ca
[123] losangeles
[101] teachertwitter
[83] amazonwishlist
[77] giftcards
[77] clearthelists

Top Hashtags in Tweet in G7:
[350] distancelearning
[234] blendedlearning
[182] remotelearning
[101] growthmindset
[94] edtech
[85] onlinelearning
[77] edchat
[59] elearning
[57] teachingonline
[36] hybridlearning

Top Hashtags in Tweet in G8:
[278] distancelearning
[25] backtoschool
[23] lausd
[18] familyengagement
[17] edtech
[17] remotelearning
[15] digcit
[14] backtoschool2020
[10] sel
[10] virtuallearning

Top Hashtags in Tweet in G9:
[259] distancelearning
[189] ells
[177] tech
[14] ellchat
[13] remotelearning
[11] els
[10] virtuel
[8] remoteteaching
[7] virtualclassroom
[7] edchat

Top Hashtags in Tweet in G10:
[113] distancelearning
[22] remotelearning
[17] edchat
[14] remoteteaching
[7] edtech
[4] blendedlearning
[3] sponsored
[3] onlinelearning
[2] covid19
[2] education

Top Words
Top Words in Tweet in Entire Graph:
[9997] #distancelearning
[2800] learning
[2715] students
[2496] school
[1614] help
[1569] distance
[1361] #remotelearning
[1280] 1st
[1262] week
[1234] teachers

Top Words in Tweet in G1:
[1604] #distancelearning
[427] school
[414] learning
[339] students
[204] distance
[204] #remotelearning
[198] #education
[174] year
[169] online
[166] more

Top Words in Tweet in G2:
[1141] #distancelearning
[294] learning
[268] school
[166] distance
[156] students
[138] year
[129] day
[114] teachers
[106] online
[100] #backtoschool

Top Words in Tweet in G3:
[1016] #distancelearning
[322] students
[298] #edtech
[271] learning
[261] nearpod
[236] #remotelearning
[221] join
[220] #edchat
[200] #education
[194] video

Top Words in Tweet in G4:
[871] #distancelearning
[826] curiosity_films
[809] week
[764] takeaways
[762] 1st
[762] done
[762] key
[751] tech
[746] everything
[746] takes

Top Words in Tweet in G5:
[378] #distancelearning
[372] kszajner
[242] #remotelearning
[225] tcea
[225] seesaw
[168] make
[167] template
[161] watch
[160] activity
[154] #edtech

Top Words in Tweet in G6:
[917] #distancelearning
[687] project
[622] donorschoose
[545] grade
[540] help
[496] teacher
[334] school
[320] #donorschoose
[303] supplies
[298] 1st

Top Words in Tweet in G7:
[320] #distancelearning
[242] students
[234] #blendedlearning
[188] learning
[182] erik_youngman
[177] #remotelearning
[157] catlin_tucker
[151] online
[140] elementary
[126] distance

Top Words in Tweet in G8:
[278] #distancelearning
[245] commonsenseed
[158] learning
[134] school
[109] distance
[97] digital
[95] students
[88] we've
[79] support
[78] resources

Top Words in Tweet in G9:
[259] #distancelearning
[199] irina_mcgrath
[198] michelleshory
[189] #ells
[188] thank
[183] great
[183] tech
[182] deedycamarena
[180] els
[177] visual

Top Words in Tweet in G10:
[269] mikeflynn55
[219] students
[205] slides
[160] free
[147] created
[147] google
[146] 10
[145] help
[143] sets
[143] base

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1277] distance,learning
[891] week,#distancelearning
[874] 1st,week
[846] #distancelearning,done
[841] key,takeaways
[839] done,key
[837] curiosity_films,1st
[822] takeaways,everything
[820] everything,takes
[820] takes,3x

Top Word Pairs in Tweet in G1:
[182] distance,learning
[96] back,school
[80] school,year
[71] #distancelearning,#remotelearning
[60] first,day
[46] #remotelearning,#distancelearning
[44] ap,news
[39] #edchat,#edtech
[37] #backtoschool,#distancelearning
[37] #distancelearning,#education

Top Word Pairs in Tweet in G2:
[143] distance,learning
[66] first,day
[64] school,year
[42] back,school
[35] #distancelearning,#remotelearning
[34] day,school
[32] #remotelearning,#distancelearning
[28] #backtoschool,#distancelearning
[21] #onlinelearning,#distancelearning
[19] learn,more

Top Word Pairs in Tweet in G3:
[68] #distancelearning,#remotelearning
[68] distance,learning
[64] #distancelearning,#edtech
[63] #remotelearning,#distancelearning
[63] interactive,video
[61] remote,learning
[59] #education,#edchat
[53] back,school
[51] school,year
[49] rdene915,join

Top Word Pairs in Tweet in G4:
[764] week,#distancelearning
[762] 1st,week
[761] #distancelearning,done
[761] done,key
[761] key,takeaways
[759] curiosity_films,1st
[746] takeaways,everything
[745] everything,takes
[745] takes,3x
[745] 3x,longer

Top Word Pairs in Tweet in G5:
[150] #distancelearning,#remotelearning
[117] make,listening
[117] listening,center
[117] center,activity
[112] activity,seesaw
[106] kszajner,ðÿž
[103] ðÿž,make
[102] seesaw,toolsðÿ
[102] toolsðÿ,š
[102] š,watch

Top Word Pairs in Tweet in G6:
[319] grade,teacher
[253] 1st,grade
[220] #donorschoose,project
[202] donorschoose,project
[186] teacher,#title1
[175] #title1,school
[123] school,#losangeles
[116] funds,#donorschoose
[113] #losangeles,#ca
[110] project,1st

Top Word Pairs in Tweet in G7:
[126] elementary,students
[116] distance,learning
[87] #blendedlearning,#remotelearning
[85] strategies,designed
[85] designed,engage
[84] engage,elementary
[80] students,online
[79] 10,strategies
[75] online,#onlinelearning
[75] #onlinelearning,#blendedlearning

Top Word Pairs in Tweet in G8:
[77] digital,citizenship
[57] school,day
[56] distance,learning
[50] we've,pulled
[49] citizenship,more
[49] more,important
[49] important,knowing
[49] knowing,school
[49] day,look
[49] look,different

Top Word Pairs in Tweet in G9:
[178] irina_mcgrath,michelleshory
[177] great,visual
[177] visual,tech
[177] tech,scaffolds
[177] scaffolds,els
[177] els,thank
[177] thank,irina_mcgrath
[177] michelleshory,#ells
[177] #ells,#distancelearning
[177] #distancelearning,#tech

Top Word Pairs in Tweet in G10:
[145] mikeflynn55,created
[143] created,free
[143] free,sets
[143] sets,base
[143] base,10
[143] 10,blocks
[143] blocks,used
[143] used,google
[143] google,slides
[143] slides,help

Top Replied-To
Top Replied-To in Entire Graph:
@donorschoose
@wkamaubell
@rigg_alyssa
@craignewmark
@mrsbng
@support_a_teach
@ihadztotweetor
@mezzopwr
@pauldarvasi
@aamy4ever

Top Replied-To in G1:
@realdonaldtrump
@govmurphy
@pulte
@kaminski_jess
@microsoftteams
@ms_hlc
@afelia
@kevinmccluske15
@joebiden

Top Replied-To in G3:
@nearpod
@joinbubble
@rdene915
@deledaohq
@iiuisl
@canvaslms
@seanmarnold
@edtechpvusd
@kimberly_abdul
@vaughn_trapped

Top Replied-To in G4:
@alexiswiggins
@peterghorner
@twucopedean
@zmiller3820
@carrieingrassia
@priszo7
@mrcneff
@theatre271
@feagley4
@joyoverstreet1

Top Replied-To in G5:
@jessicatilli1
@tcea
@dailystem
@googleforedu
@msamylemons

Top Replied-To in G6:
@donorschoose
@wkamaubell
@rigg_alyssa
@craignewmark
@mrsbng
@ihadztotweetor
@support_a_teach
@mezzopwr
@258coffee
@aamy4ever

Top Replied-To in G7:
@pltworg
@damascushs_sdt
@cucps

Top Replied-To in G8:
@nearpod
@edtech_workshop
@teachinatardis
@gclaytontarvin
@nicholasferroni
@deangeliscorey
@danagoldstein
@blendedlibgirl
@getkahoot
@edsource

Top Replied-To in G9:
@edutopia
@hseslteacher
@ciaomissb
@gibsonedu

Top Replied-To in G10:
@manelymath
@mikeflynn55

Top Mentioned
Top Mentioned in Entire Graph:
@curiosity_films
@donorschoose
@kszajner
@commonsenseed
@seesaw
@mikeflynn55
@tcea
@cultofpedagogy
@erik_youngman
@irina_mcgrath

Top Mentioned in G1:
@rdene915
@timesofindia
@cceeca
@mla_college
@commonsenseed
@donorschoose
@smiggle_
@intelindia
@watchourcity
@zjgalvan

Top Mentioned in G2:
@abrakadoodleof
@premiumwriters8
@ncoastmoms
@vmarrui
@texasmaestramsg
@maraye_design

Top Mentioned in G3:
@googleforedu
@nearpod
@rdene915
@flipgrid
@apsitjen
@peardeck
@buncee
@quandarygame
@thriveinedu
@flocabulary

Top Mentioned in G4:
@curiosity_films
@alexiswiggins
@screencastify
@kqededspace
@tg2chat
@newsela
@goalearning
@arcgisstorymaps
@threadreaderapp

Top Mentioned in G5:
@kszajner
@seesaw
@tcea
@dailystem
@mmontemayors
@learnwithalbert
@mglearn
@tonyvincent
@preimers
@curiosity_films

Top Mentioned in G6:
@donorschoose
@103_4ever
@aamy4ever
@gatesfoundation
@amazon
@support_a_teach
@teach_wa
@iteachfirst4
@beekks1
@tmlusby

Top Mentioned in G7:
@erik_youngman
@catlin_tucker
@edutopia
@kat_goyette
@drperalessoto
@curiosity_films
@insightadvance
@flipgrid

Top Mentioned in G8:
@commonsenseed
@wideopenschool
@laschools
@kystokes
@getkahoot
@utlanow
@mseducationuk
@microsoftteams
@jfenster
@brainpop

Top Mentioned in G9:
@irina_mcgrath
@michelleshory
@deedycamarena
@tankhuynh
@larryferlazzo
@curiosity_films
@monstar_01
@naschoolupdates
@write_the_world
@zoom

Top Mentioned in G10:
@mikeflynn55
@zoom_us
@e_sheninger
@nasonlollar
@theresawills
@cnn
@gotmathhelp
@curiosity_films
@lisaselindavis
@ascd

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@alhanda
@bella623
@threadreaderapp
@anastalya
@atsocialmediauk
@comcastcares
@chidambara09
@cybersec_feeds
@phillip92321

Top Tweeters in G1:
@varun18vijay
@timesofindia
@ask_spectrum
@happanarinder
@bbcnews
@dev_discourse
@nerdyflow
@telegraph
@ssxman2
@marketwatch

Top Tweeters in G2:
@techjunkiejh
@beautybrite
@alexsandra8888
@robynsworld
@lalakristiansen
@spyparent
@bullriders1
@lorafisherpov
@urbie
@nattosoup

Top Tweeters in G3:
@sectest9
@bella623
@evankirstel
@pekkapuhakka
@nancyrubin
@vivmilano
@cybersecurityn8
@bar_zie
@gonzo_30531
@jimmyroybloom

Top Tweeters in G4:
@threadreaderapp
@june4th
@alicekeeler
@procm2
@learnteachwin
@acertijo
@wahrhaftig
@threader_app
@rowerikw
@gr8wheels

Top Tweeters in G5:
@76ercule
@firearmslawyer
@barbinnebraska
@shssws
@ryan7read
@annmariebyrnes
@iplante
@lilithdarkmoon
@seesaw
@dailystem

Top Tweeters in G6:
@joanisparkles
@2thedogpound
@newsanceandgg
@spreadingjoy
@shannon91981
@lowellroemer
@nplace1
@carlaval31
@ynb
@nikfarmath

Top Tweeters in G7:
@18akgoyal
@boston1775
@sherricreager
@bshep92022
@demekasimmons
@iamthemacman
@blackstemusa
@chabis_ch
@stopvirtuastalk
@coolcatteacher

Top Tweeters in G8:
@deuxsvelte
@krenshar_posts
@wsj
@wagjuer
@rjonesing
@shellterrell
@luzrocorredor
@softwaregeek
@seni_bl
@metalsolter

Top Tweeters in G9:
@larryferlazzo
@jensmyth
@emilyfranesl
@mssalvac
@kytoy15
@ztaedavis
@valentinaesl
@brightmorningtm
@ryanmoo25567760
@classcraftgame

Top Tweeters in G10:
@cnn
@gregbcurran
@cecilia_bocking
@e_sheninger
@classtechtips
@justlb
@park_star
@ascd
@c3vlocke
@alyscarnesi


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