distancelearning, Twitter, 8/8/2020 5:55:02 PM, 232162


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distancelearning_2020-08-07_21-28-28.xlsx
distancelearning_2020-08-07_21-28-28.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 08, 2020
Short Description:
distancelearning via NodeXL https://bit.ly/3ktAVf8
@distancelrnbot
@erik_youngman
@catlin_tucker
@googleforedu
@seesaw
@edutopia
@kszajner
@nearpod
@commonsenseed
@tcea

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

Description:
Description
The graph represents a network of 12,471 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, 08 August 2020 at 04:51 UTC.

The requested start date was Saturday, 08 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 10-day, 11-hour, 0-minute period from Monday, 27 July 2020 at 00:15 UTC to Thursday, 06 August 2020 at 11:16 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 : 12471
Unique Edges : 9562
Edges With Duplicates : 27698
Total Edges : 37260
Number of Edge Types : 5
Retweet : 11477
MentionsInRetweet : 16374
Mentions : 4412
Tweet : 4354
Replies to : 643
Self-Loops : 4565
Reciprocated Vertex Pair Ratio : 0.0311963365769891
Reciprocated Edge Ratio : 0.0605051346100472
Connected Components : 1692
Single-Vertex Connected Components : 1006
Maximum Vertices in a Connected Component : 9084
Maximum Edges in a Connected Component : 32045
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.366899
Graph Density : 0.000115842129843884
Modularity : 0.438799
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 12,471 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, 08 August 2020 at 04:51 UTC.

The requested start date was Saturday, 08 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 10-day, 11-hour, 0-minute period from Monday, 27 July 2020 at 00:15 UTC to Thursday, 06 August 2020 at 11:16 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:
[382] https://catlintucker.com/2020/08/engage-elementary-students-online/
[109] https://www.youtube.com/watch?v=Fp7Is9AXuCk

[68] https://www.weforum.org/agenda/2020/07/10-top-tech-topics-during-covid-19-india-china-us-eu
[63] https://content.blackboard.com/six-core-competencies?utm_source=Twitter&utm_medium=Paid_Social&utm_campaign=DLTSB2CJune&utm_term=&utm_content=ebook
[58] https://ditchthattextbook.com/google-meet-elearning/
[50] https://twitter.com/JeffHarryPlays/status/1288134156971646976
[45] https://dan.com/buy-domain/physistry.com?redirected=true&tld=com
[38] 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
[36] https://www.jadirectives.com/coursera-deep-learning-specialization-review/
[33] https://learningrevolution.com/

Top URLs in Tweet in G1:
[16] https://apps.apple.com/us/app-bundle/discover-history-encyclopedia-for-kids/id1359095672
[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] Remote
[9] http://pinnaclecharterschools.com/
[8] https://www.skillshare.com/classes/Lets-master-British-English-pronunciation/673265940?teacherRef=518891468&via=teacher-referral&utm_campaign=teacher-referral&utm_source=ShortUrl&utm_medium=teacher-referral
[8] https://www.skillshare.com/classes/Lets-Master-English-Synonyms-Antonyms/51512253?teacherRef=518891468&via=teacher-referral&utm_campaign=teacher-referral&utm_source=ShortUrl&utm_medium=teacher-referral
[8] Learning
[7] Can
[7] Employees
[7] https://watchourcity.com/ap-news/parents-struggle-as-schools-reopen-amid-coronavirus-surge/?utm_campaign=twitter&utm_medium=twitter&utm_source=twitter

Top URLs in Tweet in G2:
[54] https://ditchthattextbook.com/google-meet-elearning/
[31] https://learningrevolution.com/
[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
[29] https://natasharachell.blogspot.com/2020/07/time-to-create-your-return-to-learn-plan.html
[28] https://catlintucker.com/2020/08/engage-elementary-students-online/
[24] https://www.events.buncee.com/?utm_source=twitter&utm_medium=social&utm_campaign=creativebeginnings
[21] https://www.rdene915.com/
[14] https://edu.google.com/products/vr-ar/expeditions/?modal_active=none
[13] http://techtips411.com/weekly-tips/tech-tips-411-vol-7-issue-1
[11] https://www.youtube.com/watch?v=A-kOp6GOKGA&feature=youtu.be


Top URLs in Tweet in G3:
[6] https://blog.zimperium.com/a-new-lesson-for-remote-education-chromebooks-need-more-security/
[4] https://info.huntingtonhelps.com/Create-a-Productive-Summer-Schedule-Registration.html?_ga=2.263862348.1791419408.1593548259-1540605706.1591806044
[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://courses.almyeducation.com/onramp-express
[3] https://www.resourcesfromrachel.com/informal-assessments-for-special-education/
[3] https://measuringsel.casel.org/sel-in-an-unplanned-home-school-setting/
[3] Education
[3] |
[3] COVID-19

Top URLs in Tweet in G4:
[32] 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
[4] https://mnea-org.zoom.us/meeting/register/tZUlfumrpzwqE9cz0_RAkYcMeQuLXpFznlcB?fbclid=IwAR29JS31DAOa8SbrkbKgykRAkD1tVLLkWwSZAi2nDeKOzVyNydLURGa78aE
[3] https://www.edutopia.org/article/using-morning-messages-start-day-distance-learning
[3] https://katielmartin.com/2020/07/26/how-can-we-make-the-most-of-synchronous-and-asynchronous-time-in-distance-learning/
[3] https://www.weareteachers.com/what-can-research-tell-us-about-distance-learning/
[2] https://twitter.com/catlin_tucker/status/1289233577129865223
[2] https://us.corwin.com/en-us/nam/distance-learning-institutes
[2] https://twitter.com/CorwinPress/status/1287853726368227328
[2] https://catlintucker.com/2020/08/engage-elementary-students-online/
[2] https://teacherrebootcamp.com/2020/07/distance-learning-movement-and-fun-with-brain-breaks-and-gifs/?fbclid=IwAR2dJrt6LGAdmT_tKjM-GR5pbp3-rcdANQpMUwf9s9KP_cP_5sMOBQ52f04

Top URLs in Tweet in G5:
[26] 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
[20] 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
[14] https://www.donorschoose.org/classroom/5347211
[13] https://www.amazon.com/hz/wishlist/ls/TRR071266Q27/ref=as_li_ss_tl?ref_=wl_share&linkCode=sl2&tag=thetickler0a-20&linkId=1cacca8e79c886666b759cfcd0cda188&language=en_US
[11] https://www.amazon.com/dp/B08DMW2GLV
[8] https://linktr.ee:443/TeachJen226KCMO
[7] 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
[7] https://www.amazon.com/hz/wishlist/ls/2US8V8O0EU8ZU/ref=as_li_ss_tl?ref_=wl_share&linkCode=sl2&tag=thetickler0a-20&linkId=dac085cfd804a6696aff843a38b79d6a&language=en_US
[7] https://www.amazon.com/hz/wishlist/ls/TRR071266Q27?ref_=wl_share
[5] https://www.donorschoose.org/project/a-good-teacher-deserves-an-apple-macbook/4946492/?utm_source=dc&utm_medium=directlink&utm_campaign=teacherhub&utm_term=teacher_4356788&rf=directlink-dc-2020-07-teacherhub-teacher_4356788&challengeid=20918259

Top URLs in Tweet in G6:
[14] https://sharemylesson.com/teaching-resource/engagement-strategies-reimagined-classrooms-324997
[9] https://sharemylesson.com/todays-news-tomorrows-lesson/stem-lesson-plans
[8] https://sharemylesson.com/bts2020
[7] http://www2.origoeducation.com/e/793603/ster-WN-ykXT5dE0T6Cqodvj9FNdUw/zv7m/73671754?h=3-K4RjmhNRnkriUEPx_t4w4K7-cXuQcWYZ-trrV3VDY&platform=hootsuite&utm_campaign=HSCampaign
[6] Learning
[6] Survey
[6] for
[6] Science
[6] https://www.teacherspayteachers.com:443/Tabletop-Teaching-Llc
[5] http://r.socialstudio.radian6.com/73206d40-bfea-40ad-b27b-37bce9d7a918

Top URLs in Tweet in G7:
[322] https://catlintucker.com/2020/08/engage-elementary-students-online/
[11] https://shakeuplearning.com/blog/35-remote-learning-resources-for-teachers-and-schools/
[3] https://catlintucker.com/2020/07/8-ideas-designed-to-engage-students-online/
[3] https://catlintucker.com/2020/05/building-blocks-of-an-online-lesson/
[3] https://chromebookapphub.withgoogle.com/distancelearning/en_us
[2] https://shakeuplearning.com/blog/back-to-school-with-g-suite-6-activities-for-the-classroom/
[2] https://www.teachtci.com/events-and-professional-development/
[1] https://learninginhand.com/classyvideos
[1] https://learninginhand.com/classyvideos?tweet
[1] https://twitter.com/krissyvenosdale/status/1290964270029602816

Top URLs in Tweet in G8:
[92] https://www.youtube.com/watch?v=Fp7Is9AXuCk

[21] https://www.scoop.it/topic/igeneration-21st-century-education/p/4119957867/2020/07/28/special-educators-guide-to-teaching-in-person-hybrid-or-remote-thanks-for-sharing-rampupedu?utm_medium=social&utm_source=twitter
[6] https://catlintucker.com/2020/08/engage-elementary-students-online/
[5] https://app.seesaw.me/pages/shared_activity?share_token=4iTaJsO7SL6Vj3Vj5hNqEA&prompt_id=prompt.0d1274fb-a17f-4625-9235-76a0780a2384
[4] Access
[4] https://www.scoop.it/topic/igeneration-21st-century-education/p/4119977868/2020/07/28/how-can-we-make-the-most-of-synchronous-and-asynchronous-time-in-distance-learning?utm_medium=social&utm_source=twitter
[3] https://ditchthattextbook.com/20-ways-to-ditch-that-textbook-in-k-2-with-templates/
[3] https://www.techfairies.com/engaging-activities-for-virtual-classroom-meetings/
[3] https://www.curriki.org/demo-access/?utm_campaign=Early
[3] https://www.curriki.org/currikione-events/?utm_campaign=Webinar

Top URLs in Tweet in G9:
[25] https://www.edutopia.org/article/11-teacher-recommended-math-apps-and-online-tools
[5] https://t.co/pZ1RvGYLwH?amp=1
[5] https://www.pltw.org/pltw-distance-learning-support-resources
[5] https://www.coolcatteacher.com/assessment-and-grading-in-distance-learning-how-to-get-better/
[5] https://catlintucker.com/2020/08/engage-elementary-students-online/
[4] https://www.edutopia.org/article/essential-apps-physical-and-digital-classroom
[3] to
[3] https://teachonline.ca/sites/default/files/pdfs/the_10_fundamentals_of_teaching_online_for_faculty_and_instructors_-_september_2016.pdf
[3] https://www.edutopia.org/article/how-plan-when-you-dont-know-what-plan
[2] https://www.pltw.org/fall-distance-learning-overview

Top URLs in Tweet in G10:
[16] http://www.sweetwaterschools.org/
[3] https://laist.com/2020/08/03/coronavirus_distance_learning_lausd_los_angeles_teachers_union_live_video_lessons.php
[3] https://www.youtube.com/watch?v=eJW6OrtSHtI&feature=youtu.be

[3] https://sites.google.com/innovatesd.org/distancelearning
[2] https://twitter.com/TeachWithKhan/status/1283545200955031552
[1] https://k12playbook.ccee-ca.org/distance-learning/dl-details/#schedules
[1] https://ccee-ca.org/resources/leveraging-distance-learning-plans-to-support-blended-learning/
[1] https://ccee-ca.org/
[1] https://www.nbcsandiego.com/videos/sweetwater-union-students-return-to-studies-but-not-class/2378066/
[1] https://www.sandiegoriver.org/distance_learning.html

Top Domains
Top Domains in Tweet in Entire Graph:
[1986] twitter.com
[405] catlintucker.com
[373] youtube.com
[243] google.com
[213] donorschoose.org
[196] amazon.com
[140] teacherspayteachers.com
[119] edutopia.org
[92] instagram.com
[84] sharemylesson.com

Top Domains in Tweet in G1:
[389] twitter.com
[79] teacherspayteachers.com
[70] youtube.com
[58] watchourcity.com
[26] donorschoose.org
[26] instagram.com
[19] edutopia.org
[19] google.com
[17] apple.com
[16] ac.uk

Top Domains in Tweet in G2:
[163] twitter.com
[55] ditchthattextbook.com
[54] youtube.com
[38] google.com
[37] catlintucker.com
[34] amazon.com
[33] blogspot.com
[31] learningrevolution.com
[24] buncee.com
[22] rdene915.com

Top Domains in Tweet in G3:
[356] twitter.com
[45] instagram.com
[24] youtube.com
[17] linkedin.com
[14] google.com
[11] edutopia.org
[10] teacherspayteachers.com
[9] facebook.com
[9] amazon.com
[8] donorschoose.org

Top Domains in Tweet in G4:
[79] twitter.com
[32] routledge.com
[9] edutopia.org
[5] zoom.us
[4] youtube.com
[4] katielmartin.com
[4] weareteachers.com
[4] google.com
[3] teachthought.com
[3] edweek.org

Top Domains in Tweet in G5:
[176] donorschoose.org
[168] twitter.com
[134] amazon.com
[8] linktr.ee
[8] facebook.com
[4] teacherspayteachers.com
[4] scholastic.com
[2] reallygoodstuff.com
[2] commonsensemedia.org
[2] youtube.com

Top Domains in Tweet in G6:
[84] sharemylesson.com
[68] twitter.com
[38] radian6.com
[27] youtube.com
[20] teacherspayteachers.com
[12] origoeducation.com
[12] google.com
[6] edutopia.org
[6] commonsense.org
[5] wideopenschool.org

Top Domains in Tweet in G7:
[329] catlintucker.com
[17] twitter.com
[13] shakeuplearning.com
[5] edutopia.org
[4] cnosekliteracy.com
[3] withgoogle.com
[2] learninginhand.com
[2] google.com
[2] teachtci.com
[1] apple.com

Top Domains in Tweet in G8:
[93] youtube.com
[51] scoop.it
[38] google.com
[34] twitter.com
[11] curriki.org
[8] seesaw.me
[6] catlintucker.com
[4] zoom.us
[3] ditchthattextbook.com
[3] techfairies.com

Top Domains in Tweet in G9:
[47] edutopia.org
[41] twitter.com
[10] pltw.org
[7] coolcatteacher.com
[6] youtube.com
[6] insightadvance.com
[6] catlintucker.com
[5] teachthought.com
[5] edsurge.com
[5] t.co

Top Domains in Tweet in G10:
[21] twitter.com
[16] sweetwaterschools.org
[3] ccee-ca.org
[3] nytimes.com
[3] laist.com
[3] youtube.com
[3] google.com
[2] cultofpedagogy.com
[2] catlintucker.com
[1] nbcsandiego.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[9651] distancelearning
[1567] remotelearning
[1181] blendedlearning
[916] edtech
[855] education
[833] onlinelearning
[747] edchat
[526] growthmindset
[512] backtoschool
[450] covid19



Top Hashtags in Tweet in G1:
[1845] distancelearning
[270] education
[257] remotelearning
[205] edtech
[147] edchat
[146] onlinelearning
[118] elearning
[115] backtoschool
[100] teachers
[98] learning

Top Hashtags in Tweet in G2:
[1083] distancelearning
[383] remotelearning
[274] edtech
[227] edchat
[210] education
[177] blendedlearning
[108] k12
[89] csfirst
[88] chromebooks
[68] onlinelearning

Top Hashtags in Tweet in G3:
[1020] distancelearning
[118] remotelearning
[93] education
[81] onlinelearning
[67] backtoschool
[61] elearning
[58] edtech
[53] covid19
[44] teachers
[36] virtuallearning

Top Hashtags in Tweet in G4:
[461] growthmindset
[346] distancelearning
[245] remotelearning
[241] blendedlearning
[192] selfcare
[63] hybridlearning
[61] teachingonline
[57] elearning
[45] edutwitter
[43] remoteteaching

Top Hashtags in Tweet in G5:
[965] distancelearning
[341] clearthelist
[134] donorschoose
[94] title1
[80] ca
[73] clearthelists
[65] teachertwitter
[58] losangeles
[57] ece
[44] inclusion

Top Hashtags in Tweet in G6:
[458] distancelearning
[90] edchat
[66] penguincorps
[63] iteachmath
[59] remotelearning
[51] backtoschool
[46] stem
[46] linux
[40] edtech
[34] mtbos

Top Hashtags in Tweet in G7:
[344] blendedlearning
[325] onlinelearning
[96] distancelearning
[52] remotelearning
[26] remoteteaching
[25] edchat
[24] edtech
[13] esucc
[10] elearning
[9] gsuiteedu

Top Hashtags in Tweet in G8:
[169] distancelearning
[33] remotelearning
[31] ocsb
[22] edtech
[15] education
[12] blendedlearning
[10] hybridlearning
[9] edchat
[9] teacher
[8] onlinelearning

Top Hashtags in Tweet in G9:
[460] distancelearning
[237] blendedlearning
[66] edtech
[58] remotelearning
[25] education
[19] growthmindset
[15] edchateu
[15] selfcare
[14] pltw
[13] sel

Top Hashtags in Tweet in G10:
[194] distancelearning
[36] lausd
[16] suhsd
[11] engsschat
[10] covid19
[9] california
[9] rethinkingschools
[8] marincounty
[7] teachers
[7] childcare

Top Words
Top Words in Tweet in Entire Graph:
[9652] #distancelearning
[3142] learning
[2561] students
[2517] school
[1567] #remotelearning
[1538] distance
[1465] online
[1301] teacher
[1200] classroom
[1190] help

Top Words in Tweet in G1:
[1847] #distancelearning
[493] learning
[403] school
[343] students
[270] #education
[259] online
[257] #remotelearning
[224] distance
[223] more
[207] year

Top Words in Tweet in G2:
[1083] #distancelearning
[421] learning
[383] #remotelearning
[334] students
[308] nearpod
[292] googleforedu
[283] school
[274] #edtech
[269] classroom
[256] check

Top Words in Tweet in G3:
[1019] #distancelearning
[293] learning
[228] school
[167] students
[154] distance
[118] #remotelearning
[103] online
[97] year
[93] #education
[91] teachers

Top Words in Tweet in G4:
[461] #growthmindset
[454] erik_youngman
[346] #distancelearning
[245] #remotelearning
[241] #blendedlearning
[200] critical
[192] #selfcare
[188] continuous
[185] component
[184] deliberate

Top Words in Tweet in G5:
[965] #distancelearning
[746] teacher
[511] grade
[459] supplies
[442] school
[366] project
[353] 1st
[341] #clearthelist
[298] help
[284] need

Top Words in Tweet in G6:
[458] #distancelearning
[183] learning
[165] school
[159] commonsenseed
[119] sharemylesson
[118] digital
[117] resources
[105] students
[105] gt
[94] distance

Top Words in Tweet in G7:
[390] students
[376] catlin_tucker
[364] elementary
[356] online
[344] #blendedlearning
[334] engage
[333] designed
[330] strategies
[329] 10
[325] #onlinelearning

Top Words in Tweet in G8:
[373] kszajner
[338] seesaw
[286] make
[233] create
[196] activities
[169] #distancelearning
[154] learn
[146] activity
[140] families
[138] clickable

Top Words in Tweet in G9:
[460] #distancelearning
[291] edutopia
[237] #blendedlearning
[198] apps
[196] distance
[184] classroom
[175] coolcatteacher
[169] essential
[167] physical
[165] blogged

Top Words in Tweet in G10:
[194] #distancelearning
[78] students
[72] sandiegocoe
[58] learning
[51] school
[50] home
[46] feel
[45] important
[44] sharing
[44] math

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1043] distance,learning
[518] school,year
[486] #remotelearning,#distancelearning
[447] back,school
[445] elementary,students
[429] grade,teacher
[412] students,online
[401] designed,engage
[398] 10,strategies
[393] engage,elementary

Top Word Pairs in Tweet in G1:
[180] distance,learning
[76] school,year
[75] #remotelearning,#distancelearning
[64] #distancelearning,#remotelearning
[58] ap,news
[57] #distancelearning,#education
[56] back,school
[49] #googleclassroom,#distancelearning
[44] remote,learning
[40] first,day

Top Word Pairs in Tweet in G2:
[140] remote,learning
[131] back,school
[102] #remotelearning,#distancelearning
[93] #blendedlearning,#distancelearning
[93] #distancelearning,classroom
[89] teacher,tip
[89] tip,isn
[89] isn,pmgooglegoddess
[89] pmgooglegoddess,brought
[89] brought,#csfirst

Top Word Pairs in Tweet in G3:
[121] distance,learning
[52] school,year
[46] back,school
[42] #remotelearning,#distancelearning
[36] #distancelearning,#remotelearning
[31] remote,learning
[19] online,learning
[19] entered,make
[19] make,math
[19] math,moments

Top Word Pairs in Tweet in G4:
[196] #blendedlearning,#remotelearning
[184] #selfcare,critical
[184] critical,component
[184] component,deliberate
[184] continuous,improvement
[184] improvement,#growthmindset
[183] deliberate,continuous
[182] #growthmindset,#growthmindset
[180] erik_youngman,#selfcare
[180] #growthmindset,#blended

Top Word Pairs in Tweet in G5:
[424] grade,teacher
[307] 1st,grade
[194] teacher,maryland
[167] home,kits
[160] kits,#distancelearning
[159] supplies,support
[152] support,#distancelearning
[124] iteachfirst4,1st
[123] ny,teacher
[112] donorschoose,project

Top Word Pairs in Tweet in G6:
[91] distance,learning
[80] back,school
[58] aspen,academy
[57] digital,citizenship
[50] #distancelearning,resources
[49] aftunion,aftteach
[48] school,#distancelearning
[46] academy,#penguincorps
[40] laptop,need
[40] need,anymore

Top Word Pairs in Tweet in G7:
[362] elementary,students
[332] designed,engage
[331] students,online
[328] 10,strategies
[328] strategies,designed
[328] engage,elementary
[318] online,#onlinelearning
[318] #onlinelearning,#blendedlearning
[317] catlin_tucker,10
[317] #blendedlearning,#di

Top Word Pairs in Tweet in G8:
[179] kszajner,create
[139] seesaw,learn
[139] learn,make
[138] create,clickable
[138] clickable,checklists
[138] checklists,seesaw
[138] make,streamlined
[138] streamlined,organized
[138] organized,activities
[137] activities,families

Top Word Pairs in Tweet in G9:
[168] #blendedlearning,#distancelearning
[167] essential,apps
[167] apps,physical
[165] blogged,edutopia
[165] edutopia,essential
[165] physical,distance
[165] distance,classroom
[165] classroom,#blendedlearning
[164] coolcatteacher,blogged
[64] shaking,head

Top Word Pairs in Tweet in G10:
[44] students,feel
[43] #distancelearning,continues
[43] continues,important
[43] important,remember
[43] remember,students
[43] feel,comfortable
[43] comfortable,sharing
[43] sharing,home
[42] sandiegocoe,#distancelearning
[38] tools,create

Top Replied-To
Top Replied-To in Entire Graph:
@rigg_alyssa
@wkamaubell
@ihadztotweet
@aamy4ever
@nearpod
@towngirl772
@258coffee
@262peterson
@nygovcuomo
@authorjwiller

Top Replied-To in G1:
@edweekedtech
@zoom_us
@realdonaldtrump
@govpritzker
@sandraescartin
@microsoftteams
@craignewmark
@cyfairisd
@emmabpass

Top Replied-To in G2:
@nearpod
@rdene915
@googleforedu
@engagethemiddle
@vaughn_trapped
@cbutaciu
@kellyfeimster
@isabeljmorales
@hollyclarkedu
@hmarrs24

Top Replied-To in G3:
@epiphanvideo

Top Replied-To in G4:
@shellyterrell
@dvusd
@dfishersdsu
@teacher2teacher

Top Replied-To in G5:
@rigg_alyssa
@wkamaubell
@ihadztotweet
@aamy4ever
@258coffee
@towngirl772
@authorjwiller
@molllymack
@262peterson
@guycivics

Top Replied-To in G6:
@mrs_sdholloway
@edtech_workshop
@nearpod
@kvoge71
@druinok
@katarobb
@opensourceway
@thuanhpoet
@nextgenscience

Top Replied-To in G7:
@techcoachmaura
@hermannteaches2
@catlin_tucker
@aisadirector
@tonyvincent

Top Replied-To in G8:
@humbleisd_pl
@seesaw
@kathyiwanicki
@aprillahall
@degr8sid
@msamylemons

Top Replied-To in G9:
@pltworg
@getwordwall
@pmccarthy722
@iste

Top Replied-To in G10:
@realdonaldtrump
@coxcomm
@kystokes
@rosie
@joebiden
@joncoopertweets
@stemconnector
@audrastaffordtv
@ask_spectrum

Top Mentioned
Top Mentioned in Entire Graph:
@erik_youngman
@catlin_tucker
@kszajner
@seesaw
@edutopia
@googleforedu
@aamy4ever
@donorschoose
@nearpod
@teach_wa

Top Mentioned in G1:
@slidesmaniasm
@rdene915
@quandarygame
@erik_youngman
@nearpod
@skillshare
@watchourcity
@infoblox
@seni_bl
@donorschoose

Top Mentioned in G2:
@googleforedu
@tcea
@nearpod
@rdene915
@jmattmiller
@burgessdave
@pmgooglegoddess
@flipgrid
@buncee
@ditchthattxtbk

Top Mentioned in G3:
@domainsmmbb
@resources4mrach
@xsel_labs
@premiumwriters8
@unlockmath
@altzumwalt
@textesol2
@terrahawk80

Top Mentioned in G4:
@erik_youngman
@dfishersdsu
@nancyfrey
@corwinpress
@educationweek
@teacher2teacher
@edutopia
@katiemartinedu
@emmabpass
@andreasamadi

Top Mentioned in G5:
@aamy4ever
@teach_wa
@donorschoose
@iteachfirst4
@103_4ever
@jaegersclassrox
@misssally02
@amazon
@molsen14
@rigg_alyssa

Top Mentioned in G6:
@commonsenseed
@sharemylesson
@aftunion
@studoeslinux
@aftteach
@wideopenschool
@kellymendoza
@jehehalt
@llctabletop
@icivics

Top Mentioned in G7:
@catlin_tucker
@christinanosek
@erik_youngman
@shakeuplearning
@grahamlibrarian
@esucc
@gifted_guru
@virtuelleph
@edutopia
@tonyvincent

Top Mentioned in G8:
@kszajner
@seesaw
@rampupedu
@tdottawa
@tashrios
@svusdschools
@kqededspace
@curriki
@edtechbites
@jlabar2me

Top Mentioned in G9:
@edutopia
@coolcatteacher
@erik_youngman
@tylanasaurusrex
@theresajhall
@teachthought
@jorgedoespbl
@mindshiftkqed
@nearpod
@edsurge

Top Mentioned in G10:
@sandiegocoe
@kystokes
@utlanow
@laschools
@suhsd
@cceeca
@achievethecore
@msjwhiting
@cultofpedagogy
@burkemaryjane

Top Tweeters
Top Tweeters in Entire Graph:
@vzwsupport
@sectest9
@dichristine
@eazeee2004
@alhanda
@atsocialmediauk
@threadreaderapp
@raybae689
@comcastcares
@chidambara09

Top Tweeters in G1:
@vzwsupport
@verizonsupport
@sumanebot
@timesofindia
@huffpost
@ybreevaart67_63
@juandoming
@bbcnews
@nerdyflow
@washingtonpost

Top Tweeters in G2:
@birdwriter7
@nytimes
@bar_zie
@sabinmarketing
@iamdrwill
@flipgrid
@alexbellars
@tamraraven
@harassnomore
@gdorn1

Top Tweeters in G3:
@countup
@robynsworld
@khaleejtimes
@spyparent
@lorafisherpov
@mfnaughton
@hypekitten
@markbarnes19
@ritawirtz
@nuria_amb_seny

Top Tweeters in G4:
@educationweek
@smgaillard
@kymburleigh
@teacher2teacher
@jriske
@canva
@unscripted
@maryjanekeao
@gcouros
@mbowmanscience

Top Tweeters in G5:
@femtech_
@foxnews
@tmz
@vonwolf9
@abc7
@nfl
@shannon91981
@lowellroemer
@nplace1
@bopinion

Top Tweeters in G6:
@llnuxbot
@hollyhold1
@rweingarten
@linuxdreams
@vslost
@nikfarmath
@philshapiro
@shellterrell
@web20classroom
@ksev4

Top Tweeters in G7:
@18akgoyal
@wagjuer
@moyazdaughter
@geekeducator
@wfryer
@athigah
@barbinnebraska
@yujimarutani
@shakeuplearning
@tastenspieler

Top Tweeters in G8:
@reporterraz
@paulhoward_imit
@stpstservices
@ontspecialneeds
@coriorlando1
@seesaw
@nancylmeehan
@tdottawa
@kerszi
@mrmatera

Top Tweeters in G9:
@rousseauagnes
@lalojimjuarez
@slate
@shadow62310
@thenationaluae
@gqabbasi
@erobbprincipal
@brettaboyles
@hlc_education
@publichealthmap

Top Tweeters in G10:
@ask_spectrum
@krenshar_posts
@vievararosel
@yahoonews
@nbcsandiego
@joncoopertweets
@pppairlines
@sdut
@joykirr
@kpcc


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