distancelearning, Twitter, 9/5/2020 7:15:11 AM, 234384


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distancelearning_2020-09-04_21-28-28.xlsx
distancelearning_2020-09-04_21-28-28.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 05, 2020
Short Description:
distancelearning via NodeXL https://bit.ly/31YfADv
@distancelrnbot
@catlin_tucker
@sdemichele
@googleforedu
@votegloriaj
@smr_foundation
@kszajner
@mtholfsen
@markj_ohnson
@burgessdave

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

Description:
Description
The graph represents a network of 13,875 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, 05 September 2020 at 05:04 UTC.

The requested start date was Saturday, 05 September 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 16-day, 22-hour, 11-minute period from Wednesday, 19 August 2020 at 01:45 UTC to Friday, 04 September 2020 at 23:56 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 : 13875
Unique Edges : 7838
Edges With Duplicates : 27410
Total Edges : 35248
Number of Edge Types : 5
Retweet : 11727
MentionsInRetweet : 14373
Tweet : 4577
Mentions : 4232
Replies to : 339
Self-Loops : 4744
Reciprocated Vertex Pair Ratio : 0.0310543451039319
Reciprocated Edge Ratio : 0.0602380374058781
Connected Components : 2264
Single-Vertex Connected Components : 1414
Maximum Vertices in a Connected Component : 9699
Maximum Edges in a Connected Component : 29133
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.354099
Graph Density : 8.55472742455588E-05
Modularity : 0.438804
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 13,875 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, 05 September 2020 at 05:04 UTC.

The requested start date was Saturday, 05 September 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 16-day, 22-hour, 11-minute period from Wednesday, 19 August 2020 at 01:45 UTC to Friday, 04 September 2020 at 23:56 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:
[955] https://catlintucker.com/2020/08/asynchronous-vs-synchronous/
[92] 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
[51] https://dan.com/buy-domain/physistry.com?redirected=true&tld=com
[36] https://www.rdene915.com/
[36] http://www.numbershapes.com/dualnumberline
[26] http://esheninger.blogspot.com/2020/08/avoiding-synchronous-video-fatigue.html
[26] https://www.youtube.com/techtips411
[20] https://www.wonderexplorelearn.com/training-teachers-when-technology-moves-too-fast/
[19] https://anchor.fm/rdene915
[19] https://www.facebook.com/techtips411

Top URLs in Tweet in G1:
[6] https://grantwriters.net/search-for-grants/grant-6711/
[5] https://www.bcot.ac.uk/employers/distance-learning/
[4] https://sedo.com/search/details/?partnerid=324561&language=us&domain=homeschoolpod.com&origin=sales_lander_13&utm_medium=Parking&utm_campaign=offerpage
[4] https://sedo.com/search/details/?partnerid=324561&language=us&domain=homeschoolingpod.com&origin=sales_lander_13&utm_medium=Parking&utm_campaign=offerpage
[4] https://thefamilydinnerproject.org/do-dinner/
[3] https://twitter.com/sdemichele/status/1299706271197794304
[3] https://www.fauquier.com/news/a-virtual-school-year-presents-new-challenges-for-children-with-learning-disabilities/article_af7e103c-e176-11ea-baba-df6b64ca86a6.html
[2] https://twitter.com/jkirk___/status/1296051350032318464
[2] https://sacramento.cbslocal.com/2020/08/09/we-got-this-family-prepares-for-school-year-of-distance-learning/
[2] https://speechblubs.com/blog/back-to-school-learning-tips-at-home/

Top URLs in Tweet in G2:
[10] https://bit.ly/3gxnrfv
[9] https://app.viralsweep.com/rin/70282/1098429
[7] Remote
[7] 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
[7] https://www.teacherspayteachers.com:443/Store/Fabricated-Frames
[7] https://www.albert.io/blog/tools-for-distance-learning/
[6] https://www.govtech.com/security/Cybersecurity-is-Increasingly-Challenging-for-Academia.html
[5] https://lifewithtanay.com/educational-shows-movies-disney-plus/
[5] https://catlintucker.com/2020/08/asynchronous-vs-synchronous/
[5] https://anchor.fm/rdene915

Top URLs in Tweet in G3:
[79] 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
[34] https://www.rdene915.com/
[29] https://catlintucker.com/2020/08/asynchronous-vs-synchronous/
[25] https://www.youtube.com/techtips411
[18] 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
[18] https://www.facebook.com/techtips411
[17] https://bit.ly/31mAADy
[14] https://highr.in/events/differentiation-in-an-online-classroom-setup/
[14] https://anchor.fm/rdene915
[9] https://www.pscp.tv/apsitjen

Top URLs in Tweet in G4:
[51] https://catlintucker.com/2020/08/asynchronous-vs-synchronous/
[2] https://twitter.com/Catlin_Tucker/status/1295752062278553602
[2] https://www.nytimes.com/2020/08/13/opinion/coronavirus-school-digital.html
[2] 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
[2] https://www.donorschoose.org/project/ipad-for-distance-learning/5144302/?utm_source=dc&utm_medium=facebook&utm_campaign=tpc_complete&utm_term=teacher_3528814&rf=facebook-dc-2020-08-tpc_complete-teacher_3528814&challengeid=20735937
[1] https://twitter.com/gcouros/status/1296203042493288451
[1] https://www.tiktok.com/@em.g.502/video/6861783901396913414
[1] https://twitter.com/Mr_Yoder/status/1295057448412340232
[1] https://twitter.com/jkirk___/status/1296051350032318464
[1] https://docs.google.com/presentation/d/1CALqC5XAD8l7uO4d6h2Ux3U60OrhUFE_UZWGjMtC5ws/template/preview

Top URLs in Tweet in G5:
[791] https://catlintucker.com/2020/08/asynchronous-vs-synchronous/
[9] https://bit.ly/2Mq7xGr
[7] https://bit.ly/2EsDomJ
[6] https://edtrust.org/p/54531/
[4] https://buff.ly/32G6Hh2
[4] https://quickshout.blogspot.com/2019/11/setting-students-speaking-tasks-for.html
[4] https://ignouadmission.samarth.edu.in
[3] https://catlintucker.com/2020/08/video-conferencing-establishing-routines-online/
[3] https://quickshout.blogspot.com/2017/09/get-students-creating-their-own-video.html
[3] https://bit.ly/2FKsb3o

Top URLs in Tweet in G6:
[9] https://tom.makematic.com/
[9] https://www.amazon.com/hz/wishlist/ls/35OEHDVP7MAK3?ref_=wl_share
[8] https://bit.ly/2ECEGPw
[8] https://www.amazon.com/hz/wishlist/ls/1TPF9XFV1H4S7?ref_=wl_share
[8] https://sites.google.com/innovatesd.org/distancelearning
[8] https://catlintucker.com/2020/08/asynchronous-vs-synchronous/
[7] https://www.donorschoose.org/project/classroom-supplies-during-a-pandemic/5036263/
[7] https://linktr.ee:443/TeachJen226KCMO
[6] https://engagetheirminds.com/2020/08/25/interactive-google-slides-templates/
[6] https://www.amazon.com/hz/wishlist/ls/3N5GMK5KLCJOZ/?ref_=lol_ov_le&filter=default&sort=default&viewType=list

Top URLs in Tweet in G7:
[18] https://catlintucker.com/2020/08/asynchronous-vs-synchronous/
[5] https://www.youtube.com/watch?v=UEFgW--0094

[2] https://www.pdst.ie/DistanceLearning/AssessmentandFeedback
[1] https://support.google.com/jamboard/answer/7384351
[1] https://chromebookapphub.withgoogle.com/ideas?filters=science
[1] https://twitter.com/i/web/status/1295118149461979138
[1] https://twitter.com/i/web/status/1295465428177825795
[1] https://twitter.com/i/web/status/1295849202501562369
[1] https://cloud.google.com/blog/products/productivity-collaboration/introducing-tiled-view-and-other-top-requested-features-in-google-meet
[1] https://www.blog.google/outreach-initiatives/education/the-anywhere-school-meet-classroom-updates

Top URLs in Tweet in G8:
[16] https://catlintucker.com/2020/08/asynchronous-vs-synchronous/
[10] https://docs.google.com/presentation/d/1hGeyW3Nu2UYRsaIaSGiChf0IKTE34zWVddzEcawUX0o/template/preview
[7] https://www.youtube.com/watch?v=HKWIdEWmMII

[3] https://www.hollyclark.org/2020/03/26/digital-citizenship-for-distancelearning/
[3] https://infused.link/book
[2] https://ditchthattextbook.com/20-ways-to-ditch-that-textbook-in-k-2-with-templates/
[1] https://bit.ly/2QRQJuZ
[1] https://sites.google.com/hes.k12.hi.us/missevans/home
[1] https://classroomscreen.com/
[1] https://app.seesaw.me/pages/shared_activity?share_token=1jkQtE4hQwqqaKNPaHJL_A&prompt_id=prompt.cc9a46b8-2629-4af5-ac32-0562ba8a61f6

Top URLs in Tweet in G10:
[4] https://live.remo.co/e/edtech-thought-leaders
[3] https://www.global-edtech.com/15-to-1-the-new-lesson-observer-to-teacher-ratio/
[3] https://catlintucker.com/2020/08/asynchronous-vs-synchronous/
[1] https://wakelet.com/wake/60ef07c0-3eab-4a59-82eb-f9fa2246c592
[1] https://www.youtube.com/watch?v=PZOD7IyQucE&list=PLdHjJccRYryNlNxlFJO7XiHVdr8ah5c_7&index=6&t=0s

[1] https://www.youtube.com/watch?v=6vYQsnf-QbQ&feature=youtu.be

[1] https://www.youtube.com/watch?v=a6o9TJJexDc&list=PLdHjJccRYryNlNxlFJO7XiHVdr8ah5c_7&index=8&t=0s

[1] https://techcommunity.microsoft.com/t5/microsoft-teams-blog/new-meeting-and-calling-experience-in-microsoft-teams/ba-p/1537581
[1] https://download.microsoft.com/download/2/b/3/2b3f5c6c-2ca9-4305-a0a3-0f6080c27ca8/EDU_QuickStartGuide_Students.pdf
[1] https://www.microsoft.com/en-us/education/interactive-demos

Top Domains
Top Domains in Tweet in Entire Graph:
[1480] twitter.com
[970] catlintucker.com
[280] bit.ly
[271] youtube.com
[193] instagram.com
[122] google.com
[110] amazon.com
[104] teacherspayteachers.com
[93] donorschoose.org
[92] routledge.com

Top Domains in Tweet in G1:
[312] twitter.com
[122] instagram.com
[41] bit.ly
[27] youtube.com
[19] paper.li
[14] buff.ly
[13] teacherspayteachers.com
[12] google.com
[9] edutopia.org
[8] sedo.com

Top Domains in Tweet in G2:
[258] twitter.com
[69] youtube.com
[50] instagram.com
[41] teacherspayteachers.com
[38] bit.ly
[25] watchourcity.com
[15] ac.uk
[13] redfoxeducation.com
[13] albert.io
[10] co.uk

Top Domains in Tweet in G3:
[173] twitter.com
[79] routledge.com
[71] youtube.com
[54] bit.ly
[39] rdene915.com
[30] catlintucker.com
[28] amazon.com
[23] zoom.us
[21] facebook.com
[18] gettingsmart.com

Top Domains in Tweet in G4:
[51] catlintucker.com
[18] twitter.com
[5] google.com
[2] nytimes.com
[2] routledge.com
[2] donorschoose.org
[1] tiktok.com
[1] npr.org
[1] ditchthattextbook.com
[1] commonsense.org

Top Domains in Tweet in G5:
[797] catlintucker.com
[30] bit.ly
[12] twitter.com
[7] blogspot.com
[6] edtrust.org
[6] edu.in
[5] mackin.com
[4] buff.ly
[4] scoop.it
[4] ac.in

Top Domains in Tweet in G6:
[101] twitter.com
[71] donorschoose.org
[66] amazon.com
[47] sharemylesson.com
[37] teacherspayteachers.com
[27] bit.ly
[17] radian6.com
[12] google.com
[11] engagetheirminds.com
[9] commonsense.org

Top Domains in Tweet in G7:
[20] catlintucker.com
[17] twitter.com
[7] youtube.com
[3] google.com
[3] withgoogle.com
[2] pdst.ie
[1] blog.google
[1] g.co
[1] youtu.be
[1] bcsd.com

Top Domains in Tweet in G8:
[21] google.com
[16] catlintucker.com
[15] twitter.com
[14] youtube.com
[3] bit.ly
[3] seesaw.me
[3] buff.ly
[3] hollyclark.org
[3] infused.link
[2] ditchthattextbook.com

Top Domains in Tweet in G10:
[6] youtube.com
[4] twitter.com
[4] global-edtech.com
[4] remo.co
[3] microsoft.com
[3] catlintucker.com
[1] wakelet.com
[1] nearpod.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[10297] distancelearning
[1294] onlinelearning
[1219] remotelearning
[925] education
[844] edtech
[727] edchat
[717] backtoschool
[483] googleclassroom
[399] blendedlearning
[391] covid19



Top Hashtags in Tweet in G1:
[1423] distancelearning
[130] backtoschool
[119] remotelearning
[94] education
[76] virtuallearning
[72] covid19
[62] onlinelearning
[55] edtech
[42] teachers
[40] homeschooling

Top Hashtags in Tweet in G2:
[1716] distancelearning
[222] remotelearning
[175] education
[131] edtech
[124] edchat
[120] backtoschool
[111] onlinelearning
[101] elearning
[92] blendedlearning
[71] reopeningschools

Top Hashtags in Tweet in G3:
[955] distancelearning
[317] remotelearning
[299] edchat
[279] edtech
[245] education
[160] k12
[121] blendedlearning
[97] sel
[72] remoteteaching
[63] edchateu

Top Hashtags in Tweet in G4:
[1165] distancelearning
[53] onlinelearning
[13] ditchbook
[13] stationrotation
[10] remoteteaching
[10] remotelearning
[7] edchat
[6] googlemeet
[6] edtech
[6] gamification

Top Hashtags in Tweet in G5:
[794] onlinelearning
[138] distancelearning
[61] esl
[48] remotelearning
[41] elt
[41] tesol
[39] remoteteaching
[38] efl
[36] eal
[29] ell

Top Hashtags in Tweet in G6:
[708] distancelearning
[133] backtoschool
[109] clearthelist
[92] edchat
[55] teachertwitter
[49] covid19
[49] edtech
[43] backtoschool2020
[43] magentamagic
[42] donorschoose

Top Hashtags in Tweet in G7:
[346] googleclassroom
[310] distancelearning
[80] googlemeet
[61] blendedlearning
[34] chromebooks
[28] jamboard
[24] csedu
[24] csfirst
[21] onlinelearning
[6] hybridlearning

Top Hashtags in Tweet in G8:
[158] distancelearning
[61] remotelearning
[20] onlinelearning
[18] infusedclassroom
[15] seesawchat
[13] googleedu
[13] hybrid
[7] googleclassroom
[7] blendedlearning
[6] ditchbook

Top Hashtags in Tweet in G9:
[1] distancelearning

Top Hashtags in Tweet in G10:
[144] microsoftteams
[31] distancelearning
[15] remotelearning
[13] edtech
[9] mieexpert
[7] microsoftedu
[7] halmos
[6] gwatfltips
[6] education
[5] edchat

Top Words
Top Words in Tweet in Entire Graph:
[10234] #distancelearning
[3648] learning
[2619] students
[2462] school
[2359] synchronous
[2013] make
[1950] video
[1826] today
[1663] online
[1413] made

Top Words in Tweet in G1:
[1410] #distancelearning
[354] learning
[308] school
[205] students
[201] distance
[196] day
[161] year
[146] ø
[130] #backtoschool
[120] first

Top Words in Tweet in G2:
[1699] #distancelearning
[408] learning
[335] school
[283] students
[230] day
[220] #remotelearning
[187] year
[176] distance
[175] #education
[173] online

Top Words in Tweet in G3:
[946] #distancelearning
[377] students
[317] #remotelearning
[316] learning
[299] #edchat
[290] school
[274] #edtech
[245] #education
[208] check
[191] rdene915

Top Words in Tweet in G4:
[1165] #distancelearning
[1141] synchronous
[1104] sdemichele
[1098] video
[1090] make
[1075] calls
[1074] better
[1074] today
[1073] made
[1072] yesterday

Top Words in Tweet in G5:
[1084] catlin_tucker
[841] learning
[822] synchronous
[801] each
[794] design
[794] #onlinelearning
[793] asynchronous
[792] vs
[792] type
[772] #blendedle

Top Words in Tweet in G6:
[699] #distancelearning
[283] students
[278] help
[256] learning
[195] school
[146] resources
[133] #backtoschool
[125] free
[118] teacher
[113] check

Top Words in Tweet in G7:
[592] googleforedu
[345] #googleclassroom
[310] #distancelearning
[279] feedback
[184] 101
[179] video
[172] giving
[168] students
[157] learn
[148] tool

Top Words in Tweet in G8:
[278] kszajner
[158] #distancelearning
[156] make
[144] timers
[132] seesaw
[130] template
[118] students
[99] learn
[94] check
[93] create

Top Words in Tweet in G9:
[207] school
[207] feeling
[207] pretty
[206] friend
[206] mine
[206] covid
[206] playing
[206] football
[206] sick
[206] parents

Top Words in Tweet in G10:
[144] #microsoftteams
[140] mtholfsen
[122] students
[101] families
[83] great
[81] check
[80] updated
[80] excellent
[80] interactive
[80] click

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1314] synchronous,#distancelearning
[1262] make,synchronous
[1255] suggestions,make
[1245] video,calls
[1239] #distancelearning,video
[1238] today,made
[1237] yesterday,offered
[1237] offered,suggestions
[1237] calls,better
[1237] better,today

Top Word Pairs in Tweet in G1:
[174] distance,learning
[74] first,day
[63] school,year
[62] ø,ø
[50] ù,ø
[48] #remotelearning,#distancelearning
[44] ø,ù
[39] back,school
[34] day,school
[33] #distancelearning,#remotelearning

Top Word Pairs in Tweet in G2:
[150] distance,learning
[93] #distancelearning,#remotelearning
[90] first,day
[65] school,year
[63] back,school
[60] ø,ø
[58] #education,#distancelearning
[54] ù,ø
[53] day,school
[49] #remotelearning,#distancelearning

Top Word Pairs in Tweet in G3:
[113] back,school
[88] #education,#edchat
[86] synchronous,#distancelearning
[82] #edchat,#blendedlearning
[82] #remotelearning,activities
[76] #remotelearning,#distancelearning
[75] school,remote
[75] remote,blended
[75] blended,over
[75] over,50

Top Word Pairs in Tweet in G4:
[1090] synchronous,#distancelearning
[1084] make,synchronous
[1075] video,calls
[1072] yesterday,offered
[1072] offered,suggestions
[1072] suggestions,make
[1072] #distancelearning,video
[1072] calls,better
[1072] better,today
[1072] today,made

Top Word Pairs in Tweet in G5:
[792] asynchronous,vs
[792] vs,synchronous
[792] synchronous,design
[792] design,each
[792] each,type
[792] type,learning
[785] learning,#onlinelearning
[784] catlin_tucker,asynchronous
[772] #onlinelearning,#blendedle
[164] back,school

Top Word Pairs in Tweet in G6:
[91] distance,learning
[51] aftunion,aftteach
[43] back,school
[41] #backtoschool,#distancelearning
[41] #distancelearning,aftunion
[33] #edchat,#educhat
[32] love,help
[31] school,year
[31] learning,units
[31] units,study

Top Word Pairs in Tweet in G7:
[184] #googleclassroom,101
[147] watch,#googleclassroom
[147] 101,video
[147] video,learn
[147] learn,giving
[147] giving,consistent
[147] consistent,quick
[147] quick,feedback
[147] feedback,grading
[147] grading,tool

Top Word Pairs in Tweet in G8:
[79] create,embed
[78] kszajner,create
[74] learn,make
[73] seesaw,check
[72] embed,visual
[72] visual,timers
[72] timers,seesaw
[72] check,learn
[72] make,amazing
[72] amazing,timers

Top Word Pairs in Tweet in G9:
[207] feeling,pretty
[206] friend,mine
[206] mine,covid
[206] covid,playing
[206] playing,football
[206] football,school
[206] school,feeling
[206] pretty,sick
[206] sick,parents
[205] votegloriaj,friend

Top Word Pairs in Tweet in G10:
[101] students,families
[80] updated,check
[80] check,excellent
[80] excellent,#microsoftteams
[80] #microsoftteams,interactive
[80] interactive,click
[80] click,demos
[80] demos,great
[80] great,educators
[80] educators,students

Top Replied-To
Top Replied-To in Entire Graph:
@chipgaines
@rigg_alyssa
@mdcps
@wishlnet
@alaneadamsbooks
@googleforedu
@tpt_official
@teamresultsusa
@adriennebranden
@carolcityelem

Top Replied-To in G1:
@lexcommunityed
@fusd_southridge
@cpatglobal

Top Replied-To in G2:
@teamresultsusa
@cmrubinworld
@smartsocialuk
@nytimes
@plpnetwork
@prezi
@flipgrid
@epic4kids
@pbcsd
@bot_twlehrerz

Top Replied-To in G3:
@jerryalmendarez
@jesush1979
@claudiadec21
@edcamposjr
@jaimedonally
@utpubliced
@mjjohnson1216
@wakelet
@pgilders
@suiteshortand

Top Replied-To in G4:
@jwalterteach
@hudson_ig
@cycreekccs
@dtedders
@salkhanacademy
@googlejamboard
@sdemichele

Top Replied-To in G6:
@chipgaines
@rigg_alyssa
@wishlnet
@alaneadamsbooks
@tpt_official
@kennymathews12
@tmobile
@raythemaverick
@datthet

Top Replied-To in G7:
@googleforedu

Top Replied-To in G8:
@hollyclarkedu
@slidesmaniasm
@jcd118

Top Mentioned
Top Mentioned in Entire Graph:
@catlin_tucker
@sdemichele
@googleforedu
@kszajner
@votegloriaj
@rdene915
@burgessdave
@mtholfsen
@seesaw
@commonsenseed

Top Mentioned in G1:
@grantgeek
@madink401
@domainsmmbb
@podcastinc1
@spencer_fdn
@kathrynstarke

Top Mentioned in G2:
@youtube
@blesstheteacher
@educatoral
@rdene915
@learnwithalbert
@skillshare
@erik_youngman
@martin_erian
@googleorg
@andeducators

Top Mentioned in G3:
@rdene915
@burgessdave
@erik_youngman
@mindshiftkqed
@flipgrid
@nearpod
@catlin_tucker
@edutopia
@wakelet
@thriveinedu

Top Mentioned in G4:
@sdemichele
@catlin_tucker
@burgessdave
@gameifiedschool
@salkhanacademy
@cornelllrc
@kidsdeserveit
@champsforkids
@khanacademy
@jimalbrecht64

Top Mentioned in G5:
@catlin_tucker
@sdemichele
@nikpeachey
@esucc
@mackinlibrary
@mindshiftkqed
@odiep77
@rcchennai1
@erik_youngman
@tesol_assn

Top Mentioned in G6:
@commonsenseed
@donorschoose
@sandiegocoe
@commonsense
@tmobile
@aftunion
@sharemylesson
@wideopenschool
@aftteach
@kqededspace

Top Mentioned in G7:
@googleforedu
@pdst_techined
@catlin_tucker
@sdemichele
@alludoplay
@dlinnovationctr
@ohs_jackets
@niamhmartin1010
@burgessdave
@commonsenseed

Top Mentioned in G8:
@kszajner
@seesaw
@catlin_tucker
@slidesmaniasm
@sdemichele
@hollyclarkedu
@googleforedu
@mssokoll

Top Mentioned in G9:
@votegloriaj
@govbilllee

Top Mentioned in G10:
@mtholfsen
@neisdpe_health
@staceystallings
@neisdathletics
@woodwranglers
@principalhdz
@gwatfl
@global_edtech
@wmsladywrangler
@neisd

Top Tweeters
Top Tweeters in Entire Graph:
@oldlady12345
@sectest9
@cowboyscifibot
@eazeee2004
@atsocialmediauk
@chidambara09
@cybersec_feeds
@evankirstel
@coopmike48
@kibsolfuture

Top Tweeters in G1:
@juandoming
@lkjtexas
@powerbymomblog
@dogstar7tweets
@alberta411
@countup
@naomilwood
@dianaruggontv
@ily_b
@spyparent

Top Tweeters in G2:
@cowboyscifibot
@cybersec_feeds
@ottlegalrebels
@world_news_eng
@mokomokai
@wlky
@all435reps
@nbcla
@rfi
@lorileal1

Top Tweeters in G3:
@bar_zie
@usatoday
@alicekeeler
@stressfreekids
@hlthiskrieger
@d_ast777
@abc7
@flipgrid
@daveoshry
@scalarhumanity

Top Tweeters in G4:
@coopmike48
@demekasimmons
@rockfarmer444
@sandeep57484623
@malice27359580
@imsouthern
@bgiourme
@rlfreedm
@roselink
@annamaescheuerm

Top Tweeters in G5:
@kibsolfuture
@liwanageugene
@epousteflante
@elizawallace27
@janfromthebruce
@cyberdean07
@yanira_hdez
@bikercomic
@jmbeas
@bonillal1

Top Tweeters in G6:
@tmobile
@meeksvs
@andrewmorrisuk
@artallks
@nytimes
@latimes
@viralvideovlogs
@michelleking66
@forbes
@thatmags

Top Tweeters in G7:
@bwolmers
@jdignum
@algierslady
@hirenmparekh
@iserve2050
@elijahuwas
@joshforprogress
@mguhlin
@tristanhking
@ghloudest

Top Tweeters in G8:
@bshep92022
@tperran
@chichatty
@seesaw
@naomiharm
@meestergibbs
@krissyvenosdale
@kylehamstra
@vipulasharma1
@jenroberts1

Top Tweeters in G9:
@publicoutcrysy
@daretothink53
@avonan
@dunnclan
@sgw94
@jmalco
@cubfan13241
@connie_rodeconn
@ilovemysteelers
@dclemdeborah

Top Tweeters in G10:
@raesnape
@hardistymark
@ictevangelist
@it9_mike
@terencestanley4
@angelssoriano74
@meetdux
@poleai
@socorroisd
@runeducator


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