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distancelearning_2020-07-31_21-28-28.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
August 01, 2020
Short Description:
distancelearning via NodeXL https://bit.ly/317lL6D
@distancelrnbot
@jmattmiller
@burgessdave
@erik_youngman
@googleforedu
@kszajner
@christinekdixon
@seesaw
@tcea
@mtholfsen

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

Description:
Description
The graph represents a network of 12,567 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, 01 August 2020 at 04:51 UTC.

The requested start date was Saturday, 01 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, 7-hour, 36-minute period from Tuesday, 21 July 2020 at 18:11 UTC to Friday, 31 July 2020 at 01:47 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 : 12567
Unique Edges : 9862
Edges With Duplicates : 28267
Total Edges : 38129
Number of Edge Types : 5
Retweet : 11980
MentionsInRetweet : 17505
Mentions : 3865
Tweet : 4072
Replies to : 707
Self-Loops : 4243
Reciprocated Vertex Pair Ratio : 0.0257044525704453
Reciprocated Edge Ratio : 0.0501205829925553
Connected Components : 1505
Single-Vertex Connected Components : 909
Maximum Vertices in a Connected Component : 9452
Maximum Edges in a Connected Component : 33126
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.242621
Graph Density : 0.000120785028978718
Modularity : 0.449826
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 12,567 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, 01 August 2020 at 04:51 UTC.

The requested start date was Saturday, 01 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, 7-hour, 36-minute period from Tuesday, 21 July 2020 at 18:11 UTC to Friday, 31 July 2020 at 01:47 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:
[212] https://natasharachell.blogspot.com/2020/07/time-to-create-your-return-to-learn-plan.html
[138] https://sites.google.com/view/virtuel/home
[95] https://content.blackboard.com/six-core-competencies?utm_source=Twitter&utm_medium=Paid_Social&utm_campaign=DLTSB2CJune&utm_term=&utm_content=ebook
[62] https://www.jadirectives.com/coursera-deep-learning-specialization-review/
[50] https://twitter.com/JeffHarryPlays/status/1288134156971646976
[45] https://drive.google.com/file/d/11mv9Fhmiq-L3U3KRWj_4niGbxw2Ar505/view?usp=sharing
[43] https://learningrevolution.com/
[29] https://dan.com/buy-domain/physistry.com?redirected=true&tld=com
[27] https://katielmartin.com/2020/07/26/how-can-we-make-the-most-of-synchronous-and-asynchronous-time-in-distance-learning/
[26] http://www.randomactsofkindness.org

Top URLs in Tweet in G1:
[13] Can
[13] Employees
[11] https://watchourcity.com/ap-news/the-latest-37000-new-cases-in-india-as-more-testing-urged/?utm_campaign=twitter&utm_medium=twitter&utm_source=twitter
[10] https://www.teacherspayteachers.com:443/Store/Fabricated-Frames
[10] https://web.cvent.com/event/6ef5671f-dff5-4263-a774-3da15dab58c8/websitePage:d96aee74-d6aa-4c93-8bcb-048abaf2c09e
[8] https://watchourcity.com/ap-news/the-latest-australian-state-reports-1-day-record-484-cases/?utm_campaign=twitter&utm_medium=twitter&utm_source=twitter
[8] https://resources.lemonadetraining.com/fi-remote-employees-webinar?utm_campaign=coschedule&utm_source=twitter&utm_medium=LemonadeLXP&utm_content=How
[8] Financial
[8] Institutions
[8] Upskill

Top URLs in Tweet in G2:
[40] https://learningrevolution.com/
[19] https://www.youtube.com/watch?v=tYdDSXBWGJ4&feature=youtu.be

[17] https://www.rdene915.com/
[17] 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
[17] https://www.events.buncee.com/?utm_source=twitter&utm_medium=social&utm_campaign=creativebeginnings
[13] https://katielmartin.com/2020/07/26/how-can-we-make-the-most-of-synchronous-and-asynchronous-time-in-distance-learning/
[11] https://www.youtube.com/watch?v=aXYPXvxVdmI&feature=youtu.be

[11] https://mylearnie.com/
[9] https://www.youtube.com/watch?v=A-kOp6GOKGA&feature=youtu.be

[8] https://www.techlearning.com/how-to/best-digital-icebreakers

Top URLs in Tweet in G3:
[5] https://blog.zimperium.com/a-new-lesson-for-remote-education-chromebooks-need-more-security/
[4] https://www.newyorker.com/news/our-local-correspondents/how-harvards-star-computer-science-professor-built-a-distance-learning-empire
[4] https://info.huntingtonhelps.com/Create-a-Productive-Summer-Schedule-Registration.html?_ga=2.263862348.1791419408.1593548259-1540605706.1591806044
[3] https://www.edutopia.org/article/translating-mindfulness-distance-learning
[3] https://www.edutopia.org/article/5-effective-modeling-strategies-english-learners
[3] http://paper.li/e-1546484200
[3] https://www.udemy.com/user/jm24/
[2] https://www.businessinsider.com/nearly-half-of-reopen-america-twitter-accounts-are-bots-report-2020-5
[2] https://edtechmagazine.com/
[2] https://brandpa.com/name/kidtutorial.com

Top URLs in Tweet in G4:
[10] to
[9] 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
[6] Distance
[6] Learning
[6] https://natasharachell.blogspot.com/2020/07/time-to-create-your-return-to-learn-plan.html
[5] https://www.doe.in.gov/elearning/digital-learning-toolkit
[5] https://catlintucker.com/2020/07/8-ideas-designed-to-engage-students-online/
[5] https://kerry-tracy.mykajabi.com/wte2020?affiliate=dryen
[4] https://twitter.com/nadinegilkison/status/1285964377632514048
[4] the

Top URLs in Tweet in G5:
[6] https://docs.google.com/presentation/d/1jadIg9nk64U9gWtj4QEbd-AEzVtCXQeH-y44LPXlF3M/present?slide=id.g27b693dca5_0_261
[3] http://rechargelearning.blogspot.com/2020/07/remote-learning-daily-agenda-templates.html
[3] https://rechargelearning.blogspot.com/2020/07/remote-learning-resources-to-support.html
[3] https://www.rdene915.com/
[3] https://sites.google.com/view/virtuel/home
[2] https://learningprogression.blogspot.com/2020/07/are-we-prepared-to-be-doing-same.html
[2] https://natasharachell.blogspot.com/2020/07/time-to-create-your-return-to-learn-plan.html
[1] https://twitter.com/Screencastify/status/1253835386608066562
[1] https://ditch.teachable.com/p/remote-learning-101
[1] https://twitter.com/i/web/status/1285784061563281409

Top URLs in Tweet in G6:
[11] https://app.seesaw.me/pages/shared_activity?share_token=4iTaJsO7SL6Vj3Vj5hNqEA&prompt_id=prompt.0d1274fb-a17f-4625-9235-76a0780a2384
[7] https://natasharachell.blogspot.com/2020/07/time-to-create-your-return-to-learn-plan.html
[4] https://mailchi.mp/learninggamesnetwork.org/new-research-confirms-quandarys-effectiveness
[3] https://docs.google.com/presentation/d/1VaVTYQGKNah9L5zIMpa_J80hLS51CCXIkg2pUCNIg0A/edit?usp=sharing
[3] https://mit.zoom.us/webinar/register/WN_GpPAk_ZHQMS6-lnVVSMdgg
[3] https://twitter.com/magicalmsmurphy/status/1286407005083639808
[3] https://drive.google.com/file/d/1_fTxs6YFv0CwN96iThXLJxLWNKrHNHE5/view?usp=sharing
[2] https://ditchthattextbook.com/20-ways-to-ditch-that-textbook-in-k-2-with-templates/
[2] https://www.edutopia.org/article/2-simple-ways-improve-online-instruction
[2] https://medium.com/lifelong-learning-defined-for-peak-performance-in/a-new-trifecta-for-remote-teaching-fe318e3e12e8

Top URLs in Tweet in G7:
[22] https://www.amazon.com/dp/B08DMW2GLV
[19] 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.amazon.com/hz/wishlist/ls/2US8V8O0EU8ZU/ref=as_li_ss_tl?ref_=wl_share&linkCode=sl2&tag=thetickler0a-20&linkId=dac085cfd804a6696aff843a38b79d6a&language=en_US
[11] 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
[10] https://www.amazon.com/hz/wishlist/ls/1GFZPKBO9XWPJ/ref=as_li_ss_tl?ref_=wl_share&linkCode=sl2&tag=thetickler0a-20&linkId=dd00f83249223c9c924aa355ea61413b&language=en_US
[6] https://www.donorschoose.org/project/distance-learning-with-cool-designs/4886768/?utm_source=dc&utm_medium=twitter&utm_campaign=project&utm_term=teacher_2528220&rf=twitter-dc-2020-07-project-teacher_2528220&challengeid=20476867&_branch_match_id=link-813213534599176165
[5] https://www.amazon.com/hz/wishlist/ls/ZFFLQCW2AXS3?ref_=wl_share
[4] https://www.donorschoose.org/project/backpack-of-supplies-for-distance-learni/4997925/?utm_source=dc&utm_medium=directlink&utm_campaign=teacherhub&utm_term=teacher_1478113&rf=directlink-dc-2020-07-teacherhub-teacher_1478113&challengeid=312074
[4] https://www.amazon.com/hz/wishlist/ls/1KQ5U7HLT5L0U?ref_=wl_share
[4] https://www.donorschoose.org/project/distance-learning-with-cool-designs/4886768/?utm_source=dc&utm_medium=directlink&utm_campaign=teacherhub&utm_term=teacher_2528220&rf=directlink-dc-2020-07-teacherhub-teacher_2528220&challengeid=20476867

Top URLs in Tweet in G8:
[5] https://www.youtube.com/watch?v=S8cto0T6tRk&feature=youtu.be

[4] http://www.litandtech.com/2020/05/ho-do-i-organize-my-google-classroom.html
[3] https://www.shiftingschools.com/
[3] https://www.reimaginewaed.com/
[3] https://www.techfairies.com/engaging-activities-for-virtual-classroom-meetings/
[3] https://home.edweb.net/webinar/ebooks20200813/
[3] https://sites.google.com/view/techsassy
[2] https://teachercenter.withgoogle.com/fundamentals/unit?unit=66
[2] http://www.litandtech.com/2020/03/zooming-with-virtual-classroom.html
[2] https://katielmartin.com/2020/07/26/how-can-we-make-the-most-of-synchronous-and-asynchronous-time-in-distance-learning/

Top URLs in Tweet in G9:
[13] https://sites.google.com/innovatesd.org/distancelearning
[4] https://www.newyorker.com/news/our-local-correspondents/how-harvards-star-computer-science-professor-built-a-distance-learning-empire?utm_source=twitter&utm_medium=social&utm_campaign=onsite-share&utm_brand=the-new-yorker&utm_social-type=earned
[3] https://www.weareteachers.com/what-can-research-tell-us-about-distance-learning/
[3] https://www.pbisrewards.com/blog/how-to-use-pbis-rewards-for-distance-learning-webinar/?utm_content=buffer8ded7&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://webinars.on24.com/edweek/DistanceLearningUpClose?partnerref=SPONS
[2] https://s18670.pcdn.co/what-can-research-tell-us-about-distance-learning/?utm_campaign=Social%20Media%3A%20Industry&utm_content=134870298&utm_medium=social&utm_source=twitter&hss_channel=tw-288233365
[1] https://twitter.com/nadinegilkison/status/1286831743429992448
[1] https://monterey.k12oms.org/1519-183565
[1] https://twitter.com/historysandoval/status/1287453703054569472
[1] https://twitter.com/DFISHERSDSU/status/1287859117709762574

Top URLs in Tweet in G10:
[4] 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
[3] https://chromebookapphub.withgoogle.com/distancelearning/en_us
[2] 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
[1] https://twitter.com/i/web/status/1288576170259361800
[1] https://docs.google.com/presentation/d/19bT9BVnTJX1cj4qN12rbEztZPEQe9yqS4RKSgfaIP50/preview
[1] https://makedesigninnovate.weebly.com/1/post/2020/07/-virtual-dream-room-design-shopping-spree.html
[1] https://twitter.com/i/web/status/1285711722838462464
[1] https://twitter.com/i/web/status/1286536563053039617
[1] https://makedesigninnovate.weebly.com/bloglesson-share/show-what-you-know-choice-boards-for-distance-learning
[1] https://twitter.com/christinekdixon/status/1285711722838462464

Top Domains
Top Domains in Tweet in Entire Graph:
[3097] twitter.com
[312] google.com
[280] youtube.com
[229] blogspot.com
[189] donorschoose.org
[138] amazon.com
[96] blackboard.com
[85] edutopia.org
[71] teacherspayteachers.com
[62] jadirectives.com

Top Domains in Tweet in G1:
[677] twitter.com
[67] youtube.com
[41] watchourcity.com
[29] teacherspayteachers.com
[25] donorschoose.org
[15] edutopia.org
[14] spearhead-training.com
[13] google.com
[13] smartbrief.com
[10] outschool.com

Top Domains in Tweet in G2:
[318] twitter.com
[102] youtube.com
[40] learningrevolution.com
[32] buncee.com
[27] teacherspayteachers.com
[25] gettingsmart.com
[22] rdene915.com
[21] amazon.com
[20] google.com
[17] origoeducation.com

Top Domains in Tweet in G3:
[528] twitter.com
[24] instagram.com
[24] paper.li
[22] youtube.com
[16] linkedin.com
[15] edutopia.org
[8] udemy.com
[7] donorschoose.org
[7] google.com
[7] facebook.com

Top Domains in Tweet in G4:
[126] twitter.com
[29] edutopia.org
[11] coolcatteacher.com
[9] routledge.com
[9] catlintucker.com
[8] blogspot.com
[6] youtube.com
[5] in.gov
[5] katielmartin.com
[5] mykajabi.com

Top Domains in Tweet in G5:
[13] twitter.com
[11] blogspot.com
[9] google.com
[3] rdene915.com
[2] paper.li
[2] ditchthattextbook.com
[1] teachable.com
[1] daveburgess.com
[1] nodexlgraphgallery.org
[1] rpstech.org

Top Domains in Tweet in G6:
[58] twitter.com
[19] google.com
[15] seesaw.me
[8] blogspot.com
[5] youtube.com
[4] ditchthattextbook.com
[4] mailchi.mp
[3] zoom.us
[2] edutopia.org
[2] medium.com

Top Domains in Tweet in G7:
[322] twitter.com
[154] donorschoose.org
[102] amazon.com
[3] scholastic.com
[2] linktr.ee
[2] teacherspayteachers.com
[2] newheightseducation.org
[1] cmstevensmary.com
[1] blogspot.com
[1] mylearnie.com

Top Domains in Tweet in G8:
[59] twitter.com
[10] litandtech.com
[9] google.com
[9] youtube.com
[7] withgoogle.com
[3] shiftingschools.com
[3] reimaginewaed.com
[3] techfairies.com
[3] edweb.net
[2] katielmartin.com

Top Domains in Tweet in G9:
[47] twitter.com
[15] google.com
[5] newyorker.com
[4] on24.com
[4] weareteachers.com
[4] pbisrewards.com
[2] thenextweb.com
[2] sdcoe.net
[2] zoom.us
[2] edweek.org

Top Domains in Tweet in G10:
[29] twitter.com
[6] skillshare.com
[5] google.com
[3] withgoogle.com
[2] weebly.com
[1] educationcloset.com
[1] youtube.com
[1] knowingtechnologies.com
[1] donorschoose.org
[1] ichooseempathy.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[8218] distancelearning
[1460] remotelearning
[742] blendedlearning
[729] edtech
[661] education
[506] edchat
[396] onlinelearning
[322] teachers
[288] covid19
[269] clearthelist



Top Hashtags in Tweet in G1:
[1517] distancelearning
[201] education
[164] remotelearning
[131] onlinelearning
[119] edtech
[91] teachers
[88] edchat
[82] elearning
[69] covid19
[67] learning

Top Hashtags in Tweet in G2:
[847] distancelearning
[199] education
[191] edtech
[174] edchat
[138] remotelearning
[117] k12
[56] blendedlearning
[52] sel
[45] bunceemalaysia
[43] iteachmath

Top Hashtags in Tweet in G3:
[695] distancelearning
[78] education
[78] remotelearning
[63] onlinelearning
[56] edtech
[45] elearning
[41] teachers
[34] covid19
[28] edchat
[27] backtoschool

Top Hashtags in Tweet in G4:
[667] distancelearning
[354] blendedlearning
[252] remotelearning
[48] hybridlearning
[43] teachingonline
[42] elearning
[38] edtech
[30] edchat
[28] education
[23] digitallearning

Top Hashtags in Tweet in G5:
[53] distancelearning
[40] remotelearning
[9] edtech
[8] blendedlearning
[7] edchat
[5] education
[5] rcpstech
[4] africaed
[3] googleedu
[3] elearning

Top Hashtags in Tweet in G6:
[239] distancelearning
[52] remotelearning
[33] edtech
[21] sel
[19] stem
[16] blendedlearning
[14] ethics
[13] edchat
[11] curriculum
[10] education

Top Hashtags in Tweet in G7:
[715] distancelearning
[252] clearthelist
[143] donorschoose
[141] title1
[138] losangeles
[138] ca
[77] retweet
[58] teachertwitter
[51] disney
[46] sundayvibes

Top Hashtags in Tweet in G8:
[353] distancelearning
[185] blendedlearning
[161] chromebooks
[17] edtech
[16] remotelearning
[16] robotics
[12] remoteteaching
[11] caedchat
[9] globalgeg
[9] edutwitter

Top Hashtags in Tweet in G9:
[238] distancelearning
[33] teachers
[19] remotelearning
[10] careertechnicaleducation
[10] cte
[8] blendedlearning
[6] stem
[6] distancelearningplaybook
[6] edchat
[5] covid19

Top Hashtags in Tweet in G10:
[170] distancelearning
[123] numbertalks
[50] remotelearning
[27] backtoschool
[27] thisisreynolds
[13] virtuallearning
[13] virtualclassroom
[12] virtualoffice
[8] edtech
[7] hybridlearning

Top Words
Top Words in Tweet in Entire Graph:
[8217] #distancelearning
[3681] learning
[2653] school
[2308] students
[1844] classroom
[1491] help
[1462] remote
[1460] #remotelearning
[1415] activities
[1385] distance

Top Words in Tweet in G1:
[1517] #distancelearning
[523] learning
[340] school
[297] students
[245] distance
[237] online
[210] more
[201] #education
[164] #remotelearning
[157] learn

Top Words in Tweet in G2:
[847] #distancelearning
[340] learning
[337] nearpod
[248] students
[199] #education
[190] #edtech
[187] school
[182] rdene915
[174] #edchat
[172] join

Top Words in Tweet in G3:
[694] #distancelearning
[263] learning
[160] school
[150] distance
[144] students
[106] online
[78] #education
[78] #remotelearning
[74] year
[69] help

Top Words in Tweet in G4:
[667] #distancelearning
[354] #blendedlearning
[252] #remotelearning
[245] erik_youngman
[229] edutopia
[197] classroom
[190] distance
[167] learning
[165] coolcatteacher
[163] apps

Top Words in Tweet in G5:
[665] learning
[650] jmattmiller
[648] back
[648] school
[645] activities
[644] classroom
[642] burgessdave
[642] 50
[640] remote
[632] thanks

Top Words in Tweet in G6:
[517] kszajner
[452] seesaw
[431] activities
[388] create
[244] embed
[239] #distancelearning
[230] take
[228] next
[226] level
[223] custom

Top Words in Tweet in G7:
[715] #distancelearning
[451] school
[429] help
[420] teacher
[400] project
[342] students
[307] grade
[286] supplies
[252] #clearthelist
[252] 1st

Top Words in Tweet in G8:
[353] #distancelearning
[205] googleforedu
[185] #blendedlearning
[173] check
[167] use
[166] planning
[162] part
[161] #chromebooks
[161] strategy
[160] ch

Top Words in Tweet in G9:
[238] #distancelearning
[148] nancyfrey
[148] dfishersdsu
[125] join
[117] sandiegocoe
[116] corwinpress
[103] webinar
[96] students
[79] learning
[77] educationweek

Top Words in Tweet in G10:
[183] learning
[180] students
[170] #distancelearning
[168] christinekdixon
[161] learn
[159] here's
[156] 1st
[155] differently
[155] give
[155] choice

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1028] back,school
[979] remote,learning
[943] distance,learning
[785] school,activities
[751] activities,remote
[751] learning,classroom
[743] special,thanks
[743] thanks,jmattmiller
[742] 50,yes
[742] yes,fifty

Top Word Pairs in Tweet in G1:
[192] distance,learning
[57] #remotelearning,#distancelearning
[53] back,school
[51] remote,learning
[49] school,year
[44] learn,more
[41] ap,news
[40] covid,19
[38] #distancelearning,#onlinelearning
[30] online,learning

Top Word Pairs in Tweet in G2:
[93] distance,learning
[80] #education,#edchat
[60] back,school
[50] remote,learning
[43] #remotelearning,#distancelearning
[40] excited,see
[39] see,nearpod
[39] nearpod,today
[39] today,launch
[39] launch,nearpod

Top Word Pairs in Tweet in G3:
[118] distance,learning
[42] school,year
[25] back,school
[25] #distancelearning,#remotelearning
[25] #remotelearning,#distancelearning
[22] remote,learning
[19] entered,make
[19] make,math
[19] math,moments
[19] moments,distance

Top Word Pairs in Tweet in G4:
[178] #blendedlearning,#distancelearning
[152] blogged,edutopia
[152] edutopia,essential
[152] essential,apps
[152] apps,physical
[152] physical,distance
[152] distance,classroom
[152] classroom,#blendedlearning
[151] coolcatteacher,blogged
[118] #blendedlearning,#remotelearning

Top Word Pairs in Tweet in G5:
[645] back,school
[642] school,activities
[637] remote,learning
[628] thanks,jmattmiller
[627] 50,yes
[627] yes,fifty
[627] fifty,back
[627] activities,remote
[627] learning,classroom
[627] classroom,special

Top Word Pairs in Tweet in G6:
[382] kszajner,create
[244] seesaw,activities
[222] create,embed
[222] embed,custom
[222] custom,random
[222] random,generators
[222] generators,take
[222] take,seesaw
[222] activities,next
[222] next,level

Top Word Pairs in Tweet in G7:
[257] grade,teacher
[216] 1st,grade
[138] #losangeles,#ca
[137] teacher,#title1
[137] #title1,school
[134] school,#losangeles
[133] distance,learning
[108] please,help
[105] #clearthelist,includes
[98] #ca,#clearthelist

Top Word Pairs in Tweet in G8:
[164] #blendedlearning,#distancelearning
[161] planning,use
[161] use,#chromebooks
[161] #chromebooks,part
[161] part,#blendedlearning
[161] #distancelearning,strategy
[161] strategy,check
[160] googleforedu,planning
[160] check,ch
[25] help,#distancelearning

Top Word Pairs in Tweet in G9:
[69] john,hattie
[68] webinar,educationweek
[68] educationweek,corwinpress
[67] join,john
[67] hattie,nancyfrey
[67] exclusive,webinar
[65] nancyfrey,tomorrow
[65] tomorrow,exclusive
[65] dfishersdsu,join
[64] corwinpress,prepa

Top Word Pairs in Tweet in G10:
[155] christinekdixon,students
[155] students,learn
[155] learn,differently
[155] differently,give
[155] give,choice
[155] choice,represent
[155] represent,learning
[155] learning,here's
[155] here's,1st
[123] wanted,organize

Top Replied-To
Top Replied-To in Entire Graph:
@hudson_tierney
@mlb
@rigg_alyssa
@ihadztotweet
@abc
@mlbonfox
@towngirl772
@aamy4ever
@govofco
@whitehouse

Top Replied-To in G1:
@kerncue
@cyfairisd
@oregongovbrown
@govholcomb
@coachhals
@kylegriffin1
@cultofpedagogy
@santillansean
@kasiedc
@lewisformn

Top Replied-To in G2:
@nearpod
@stantonalana
@mrsepark1
@engagethemiddle
@hollyclarkedu
@kellyfeimster
@cbutaciu
@tarawoodall
@thehardyparty3
@inc_yv

Top Replied-To in G3:
@epiphanvideo

Top Replied-To in G4:
@randallsampson
@activelylearn
@ditchthattxtbk
@cmwatson2010
@sdavenport931
@aisadirector
@twtconference
@slidesmaniasm
@catlin_tucker
@bmdschoolsprguy

Top Replied-To in G5:
@jmattmiller
@historyfrog
@mtjaureguizar

Top Replied-To in G6:
@edweekedtech
@zoom_us
@humbleisd_pl
@moniselseward
@mrsbslab123
@garnercandy
@angelaabend
@robb_beane
@mbcue
@tommyspall

Top Replied-To in G7:
@hudson_tierney
@rigg_alyssa
@mlb
@ihadztotweet
@abc
@towngirl772
@mlbonfox
@aamy4ever
@teachergal_ks
@262peterson

Top Replied-To in G8:
@googleforedu
@technologylaura
@canvaslms
@mesamusings
@smoore_teach
@globalgeg
@jmattmiller
@pltworg
@stephensstem
@shellyterrell

Top Replied-To in G9:
@dfishersdsu
@teacherdonegan
@evankirstel
@msbiggerstaff

Top Replied-To in G10:
@nmedina5
@mattrhoads1990
@dailystem

Top Mentioned
Top Mentioned in Entire Graph:
@jmattmiller
@burgessdave
@kszajner
@seesaw
@erik_youngman
@tcea
@mtholfsen
@edutopia
@nearpod
@googleforedu

Top Mentioned in G1:
@rdene915
@erik_youngman
@donorschoose
@pgilders
@kiddomapp
@nearpod
@timesofindia
@pltworg
@flipgrid
@youtube

Top Mentioned in G2:
@nearpod
@rdene915
@flipgrid
@microsoftteams
@mseducationuk
@zoom_us
@buncee
@youtube
@getkahoot
@cing_edtech

Top Mentioned in G3:
@ktownstriders
@unlockmath
@theanswerpad
@sfprincipal
@cantalician
@villone_reports
@tcbird1
@brand_stadium
@kwbarnett

Top Mentioned in G4:
@erik_youngman
@edutopia
@coolcatteacher
@slidesmaniasm
@catlin_tucker
@tylanasaurusrex
@heinemannpub
@jmattmiller
@emmabpass
@burgessdave

Top Mentioned in G5:
@jmattmiller
@burgessdave
@erik_youngman
@rvaitrts
@christinekdixon
@mazariegolisa
@googleforedu
@rps_schools
@wickededtech
@itrt

Top Mentioned in G6:
@kszajner
@seesaw
@dailystem
@jorgedoespbl
@kristylathrop
@edutopia
@instructables
@christinekdixon
@quandarygame
@burgessdave

Top Mentioned in G7:
@misssally02
@donorschoose
@103_4ever
@teach_wa
@adriennella
@iteachfirst4
@yvettecoughlin1
@jaegersclassrox
@mezzopwr
@rigg_alyssa

Top Mentioned in G8:
@googleforedu
@jenroberts1
@canvaslms
@stacyktweets
@peardeck
@occue
@ocdestem
@doctorstem
@loindividualize
@msyorksclass

Top Mentioned in G9:
@nancyfrey
@dfishersdsu
@sandiegocoe
@corwinpress
@educationweek
@john_hattie
@weareteachers
@elgovecon
@audrey_mendivil
@thecharacterlab

Top Mentioned in G10:
@christinekdixon
@beccadietor
@springaptim
@reynoldselem
@virtuelleph
@mrb_physed
@erik_youngman
@skillshare
@sandiegocoe
@knowingtechk12

Top Tweeters
Top Tweeters in Entire Graph:
@vzwsupport
@sectest9
@eazeee2004
@atsocialmediauk
@threadreaderapp
@raybae689
@chidambara09
@indiegamesdevel
@cybersec_feeds
@evankirstel

Top Tweeters in G1:
@vzwsupport
@verizonsupport
@ratingsnetwork
@sumanebot
@femtech_
@timesofindia
@huffpost
@ybreevaart67_63
@juandoming
@andrewmorrisuk

Top Tweeters in G2:
@indiegamesdevel
@shadow62310
@bar_zie
@iamdrwill
@flipgrid
@iamaniku
@hollyhold1
@scalarhumanity
@linuxdreams
@drmnikfar

Top Tweeters in G3:
@iam__network
@gravityx9
@khaleejtimes
@jwilhelmi
@citizensintel
@mfnaughton
@dtwyman
@markjwestpfahl
@nuria_amb_seny
@pnagovph

Top Tweeters in G4:
@slate
@drturpin
@raoces
@bluesuezoo
@gqabbasi
@georgiaboy1210
@erobbprincipal
@teachercast
@joedale
@stem_nastics

Top Tweeters in G5:
@gesskay75
@liwanageugene
@gdorn1
@burgessdave
@lissacrane2
@bikercomic
@fadingteacher
@love2k_
@martingvalle
@inezmcampbell

Top Tweeters in G6:
@designthinkbot
@mssackstein
@blocht574
@justusnatuhwera
@mraspinall
@sprintbaseb
@cajonvalleyusd
@computerworld
@coriorlando1
@seesaw

Top Tweeters in G7:
@sectest9
@foxnews
@tmz
@starbucks
@abc7
@news3lv
@feralartist
@nfl
@tlatela
@shannon91981

Top Tweeters in G8:
@sdreyse
@xbox
@shellterrell
@nnorma192
@robotconsumer
@kevinhoneycutt
@grammasheri
@carrie_baughcum
@fenews
@altafahmedtarar

Top Tweeters in G9:
@evankirstel
@educationweek
@junjudapi
@drahmadbazzi
@publichealthmap
@s_akrati
@franmcveigh
@lewis1jj
@studysync
@melochejoe

Top Tweeters in G10:
@wagjuer
@newsneus
@lauralcbl
@kidsbookbot
@nhtoymc
@rachaellehr
@khechara
@garlandlinkenh1
@supportrealtchr
@meehanedu


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