distancelearning, Twitter, 9/26/2020 10:21:11 AM, 236042


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distancelearning_2020-09-25_21-21-09.xlsx
distancelearning_2020-09-25_21-21-09.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 26, 2020
Short Description:
distancelearning via NodeXL https://bit.ly/3mUh0aM
@distancelrnbot
@teachmrreed
@commonsenseed
@googleforedu
@kszajner
@erik_youngman
@mindshiftkqed
@rdene915
@sharemylesson
@businessforward

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

Description:
Description
The graph represents a network of 12,264 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, 26 September 2020 at 04:47 UTC.

The requested start date was Saturday, 26 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 11-day, 21-hour, 53-minute period from Sunday, 13 September 2020 at 17:37 UTC to Friday, 25 September 2020 at 15:30 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 : 12264
Unique Edges : 8138
Edges With Duplicates : 25241
Total Edges : 33379
Number of Edge Types : 5
Tweet : 5861
Mentions : 4009
Retweet : 10050
MentionsInRetweet : 13086
Replies to : 373
Self-Loops : 6078
Reciprocated Vertex Pair Ratio : 0.0350839431769264
Reciprocated Edge Ratio : 0.0677895612393429
Connected Components : 2417
Single-Vertex Connected Components : 1550
Maximum Vertices in a Connected Component : 7935
Maximum Edges in a Connected Component : 26842
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.486054
Graph Density : 9.59283913409197E-05
Modularity : 0.420206
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 12,264 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, 26 September 2020 at 04:47 UTC.

The requested start date was Saturday, 26 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 11-day, 21-hour, 53-minute period from Sunday, 13 September 2020 at 17:37 UTC to Friday, 25 September 2020 at 15:30 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:
[74] 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
[19] https://www.hclib.org/programs/homework-help
[17] https://dan.com/buy-domain/physistry.com?redirected=true&tld=com
[17] https://www.nytimes.com/2020/09/18/us/remote-learning-tiktok.html
[14] http://r.socialstudio.radian6.com/19844bf3-32ad-48ae-8d0a-dbc7c7b1b3ff
[13] https://www.stringquest.com/up-and-back-up-metronome/
[12] https://app.seesaw.me/pages/shared_activity?share_token=HTPpXy3sRDCTJZQLSFz4yg&prompt_id=prompt.9eeffeac-15c3-46e4-9eb0-3d773512f1b6
[12] https://cte.virginia.edu/resources/community-engaged-teaching-time-trauma?utm_content=buffer57ba4&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[11] https://www.rdene915.com/
[11] https://www.aect.org/convregis.php

Top URLs in Tweet in G1:
[11] https://www.aect.org/convregis.php
[10] https://cue.org/california-state-parks-experience-goes-virtual-for-k-12-students/
[8] 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
[8] https://www.rdene915.com/
[7] https://payhip.com/b/wXOj
[6] https://catlintucker.com/2020/08/asynchronous-vs-synchronous/
[5] https://view.genial.ly/5ec53d969a5fac0d9c091294
[5] https://www.eduporium.com/store/blog/5-ways-to-make-physical-activity-educational-at-home/
[4] https://docs.google.com/document/d/1Wx71C7PcYaKF9CQ9j-9LuFPLOISH7eP2gyzor6cGJrE/edit?usp=sharing
[4] https://quickshout.blogspot.com/2019/09/redacto-for-intensive-listening-practice.html

Top URLs in Tweet in G2:
[6] https://www.housebeautiful.com/design-inspiration/a33955927/home-classroom-setup-biophilic-design/
[4] https://blog.mathnasium.com/word-problem-wednesday-healthy-eating/
[2] https://www.hawaiianelectric.com/distancelearning
[2] https://www.lausannelearning.com/executivefunctioning
[2] https://webinars.on24.com/edweek/K3Learners?partnerref=SPONS-HMH
[2] https://www.amazon.com/Come-Write-Me-Workbook-Journal/dp/1734163704/
[2] https://www.drjohntharp.com/post/using-inquiry-method-to-increase-online-student-engagement-during-covid-19
[2] https://sites.ziftsolutions.com/techdata.ziftsolutions.com/ff808181554038d801554a4378ee52a0?cid=8a9982c07477fc3301748db65f9d681c&url=http%3A%2F%2Fcs.co%2F6010GsaMw
[2] https://sites.ziftsolutions.com/techdata.ziftsolutions.com/ff8081815b1d1532015b3ad782eb3f84?cid=8a9982c07477fc3301748db65f9d681c&url=http%3A%2F%2Fcs.co%2F6010GsaMw
[2] https://sites.ziftsolutions.com/techdata.ziftsolutions.com/ff8081815ce77364015cf742af322452?cid=8a9982c07477fc3301748db65f9d681c&url=http%3A%2F%2Fcs.co%2F6010GsaMw

Top URLs in Tweet in G3:
[12] https://app.seesaw.me/pages/shared_activity?share_token=HTPpXy3sRDCTJZQLSFz4yg&prompt_id=prompt.9eeffeac-15c3-46e4-9eb0-3d773512f1b6
[3] https://us02web.zoom.us/meeting/register/tZwrd-igqzgqGNdz5PFdKGfHuSNEA6uBy59L
[3] https://www.amazon.com/hz/wishlist/ls/7F0KE79GX8F3?ref_=wl_share
[3] https://www.donorschoose.org/project/the-most-engaging-remote-learning-experi/5126033/?challengeid=21571138
[3] https://www.donorschoose.org/project/social-emotional-kits-for-at-home-skill/5148917/?utm_source=dc&utm_medium=twitter&utm_campaign=teacherhub&utm_term=teacher_4516433&rf=twitter-dc-2020-09-teacherhub-teacher_4516433&challengeid=20952069&_branch_match_id=link-834933251646217781
[3] https://youtu.be/juBo2aSmkjQ
[3] https://shapegrams.com/school-supplies/
[3] https://www.amazon.com/dp/B0875PQ24B/
[2] https://nearpod.com/blog/distance-learning-guide-lessons-that-work-for-in-class-virtual-learning-hybrid/
[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

Top URLs in Tweet in G4:
[3] https://www.instagram.com/accounts/login/?next=/p/CFXlFjRBdC7/%3Figshid%3D12nf38wut2ofu
[2] https://www.pbs.org/education/blog/15-lessons-learned-from-online-teaching
[2] https://paper.li/Luke1946?edition_id=39cd5460-f6b6-11ea-bfa8-0cc47a0d164b
[1] https://storymaps.arcgis.com/stories/c856d12e74174dc3bcd1c166ee678553
[1] https://soundcloud.com/jbentley-2/one-time-podcast-episode-1-the-hammer
[1] https://twitter.com/i/web/status/1308765389560578048
[1] https://kids.nationalgeographic.com/explore/homework-help/
[1] https://www.edutopia.org/article/how-using-little-sign-language-can-improve-online-classes
[1] https://media.nationalgeographic.org/assets/file/National_Geographic_Education_-_Family_Guide_September_2020.pdf
[1] https://www.innovatingplay.world/basic-tech-skills-for-littles-approaching-the-trackpad/

Top URLs in Tweet in G5:
[14] https://www.nytimes.com/2020/09/18/us/remote-learning-tiktok.html
[3] https://www.coolcatteacher.com/a-4-part-distance-learning-instructional-framework-that-works/?utm_campaign=coschedule&utm_source=twitter&utm_medium=coolcatteacher&utm_content=A
[3] 4
[3] Part
[3] Distance
[3] Learning
[3] Instructional
[3] Framework
[3] that
[3] Works

Top URLs in Tweet in G6:
[2] https://www.youtube.com/watch?v=XJKdNZRkNOU&feature=youtu.be

[2] https://mediaeducatorsteachingartists.wordpress.com/2020/08/09/acting-writing-analysis-and-development/
[2] https://www.youtube.com/watch?v=lywrz3q1pbc&feature=youtu.be

[1] https://www.donorschoose.org/project/engage-learners-from-a-far/5168041/?utm_source=dc&utm_medium=twitter&utm_campaign=project&utm_term=teacher_4479954&rf=twitter-dc-2020-09-project-teacher_4479954&challengeid=20942604&_branch_match_id=link-834848960321787001
[1] https://csfirst.withgoogle.com/s/en/teachers
[1] https://twitter.com/i/web/status/1308545390694682624
[1] https://twitter.com/i/web/status/1308510026932289537
[1] https://www.youtube.com/watch?v=8B4_webGm64&feature=youtu.be
[1] https://twitter.com/i/web/status/1308898671476563971
[1] https://twitter.com/i/web/status/1308822141299691520

Top URLs in Tweet in G7:
[2] https://www.facebook.com/YourTeen/videos/312070256740307/
[2] https://www.amazingeducationalresources.com/resource/nrich
[1] https://www.vox.com/first-person/21433095/coroanavirus-covid-19-school-reopening-online-learning-remote?utm_campaign=vox&utm_content=entry&utm_medium=social&utm_source=twitter
[1] https://blog.summitlearning.org/2020/08/how-one-school-will-focus-on-strengthening-relationships-virtually/
[1] https://www.chesterfieldobserver.com/articles/letter-appreciating-my-daughters-teachers/
[1] https://www.mundodepepita.com/2018/09/resources-to-teach-about-famous.html?fbclid=IwAR3OBTb5jbAtBUKbCWbuGvlMefQBbI9RPv66wZ8aJpomaY4ULVeqYu2QHa0&m=1
[1] https://docs.google.com/presentation/d/e/2PACX-1vQsWGKOD4vdfYk17YX2LKi5WDHfToOHT7YBKC1YcPTytbYir0C7WNYKDIMy9OWqNCUAdFqP0X5T7JTp/pub?start=false&loop=false&delayms=3000&fbclid=IwAR3OBTb5jbAtBUKbCWbuGvlMefQBbI9RPv66wZ8aJpomaY4ULVeqYu2QHa0&slide=id.g9422705822_92_120
[1] https://hispanicheritagemonth.gov/for-teachers/
[1] 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
[1] https://twitter.com/i/web/status/1306233457555787779

Top URLs in Tweet in G8:
[9] https://www.nytimes.com/2020/08/26/learning/80-tips-for-remote-learning-from-seasoned-educators.html?smid=tw-share
[4] https://www.genardmethod.com/blog/how-to-improve-your-presentation-skills-for-video-conferencing?_hsmi=94968740&_hsenc=p2ANqtz-_jmU2iNgzopDqaEH_oaPYp4MwJuWT6qgYd8hinp7NFUIkM7BI1k8w8der3c44JdGiGteHM7bUHCCAQ6Vw69grvLNvqwg&utm_medium=social&utm_source=twitter
[3] https://www.scoop.it/topic/igeneration-21st-century-education/p/4120762888/2020/09/16/free-math-apps-from-the-math-learning-center?utm_medium=social&utm_source=twitter
[3] https://www.scoop.it/topic/igeneration-21st-century-education/p/4120763659/2020/09/17/math-tasks-resources-thanks-beatris-mata-for-sharing-all-of-these-compiled-resources?utm_medium=social&utm_source=twitter
[2] https://ditchthattextbook.com/youtube-classroom-video-ideas/?utm_medium=social&utm_source=twitter
[2] https://www.edutopia.org/article/nurturing-classroom-community-during-distance-learning
[2] https://www.nytimes.com/2020/08/26/learning/80-tips-for-remote-learning-from-seasoned-educators.html?utm_medium=social&utm_source=twitter
[1] https://forms.office.com/Pages/ResponsePage.aspx?id=NGbdODEQUEyptNFs2dl9V-yGY2um8qVAkiSe79EE9Y5UMUlKVlhDSTRXTzhYUVpVQzgwRU40VUM0UC4u
[1] https://www.youtube.com/watch?v=mU4bEDArz9Q&feature=youtu.be

[1] https://1drv.ms/p/s!AlVTv8H6F8ZThI4xE6TP9JEcnCi4xg?e=JbOb8f

Top URLs in Tweet in G9:
[2] https://www.youtube.com/watch?v=SHQGFE-kSeo&feature=youtu.be

[1] https://twitter.com/i/web/status/1308376005577445376
[1] https://twitter.com/i/web/status/1307246240833314816
[1] https://www.youtube.com/watch?v=xfbU4DdQh_Q&feature=emb_title&utm_source=hootsuite&utm_medium=&utm_term=&utm_content=&utm_campaign=

[1] https://twitter.com/i/web/status/1306616336567529474
[1] https://twitter.com/teachNVACS/status/1305331433192521728
[1] https://twitter.com/i/web/status/1308890083861450753
[1] http://www.litandtech.com/2020/08/how-to-make-intentional-groups-in-zoom.html
[1] https://twitter.com/i/web/status/1305630793692143617
[1] https://twitter.com/i/web/status/1305165702345621506

Top URLs in Tweet in G10:
[4] |
[3] https://sharemylesson.com/blog/teaching-tool-dismantle-racism
[2] https://monterey.k12oms.org/1519-188217
[2] https://www.donorschoose.org/project/keep-us-digital-and-reading/5170251/
[1] https://blog.mindresearch.org/news/st-math-and-fairfax-county-public-schools-partner?utm_campaign=Engage
[1] Social
[1] Impact
[1] FY21&utm_content=139995468&utm_medium=social&utm_source=twitter&hss_channel=tw-620440938
[1] https://help.stmath.com/hc/en-us/articles/360052084894?utm_campaign=Delight
[1] Web

Top Domains
Top Domains in Tweet in Entire Graph:
[3734] twitter.com
[244] youtube.com
[139] routledge.com
[130] google.com
[127] rdene915.com
[125] edutopia.org
[109] instagram.com
[102] amazon.com
[95] teacherspayteachers.com
[91] donorschoose.org

Top Domains in Tweet in G1:
[976] twitter.com
[123] rdene915.com
[82] youtube.com
[67] amazon.com
[67] teacherspayteachers.com
[62] edutopia.org
[55] payhip.com
[42] mailchi.mp
[39] neolms.com
[35] anchor.fm

Top Domains in Tweet in G2:
[832] twitter.com
[63] instagram.com
[30] ziftsolutions.com
[29] paper.li
[17] linkedin.com
[16] google.com
[14] edutopia.org
[14] donorschoose.org
[12] youtube.com
[10] huffpost.com

Top Domains in Tweet in G3:
[185] twitter.com
[58] donorschoose.org
[22] amazon.com
[14] google.com
[14] seesaw.me
[13] zoom.us
[7] youtu.be
[7] wonderexplorelearn.com
[6] kahoot.com
[6] shapegrams.com

Top Domains in Tweet in G4:
[34] twitter.com
[3] instagram.com
[2] soundcloud.com
[2] pbs.org
[2] paper.li
[1] arcgis.com
[1] thedodo.com
[1] nationalgeographic.com
[1] edutopia.org
[1] nationalgeographic.org

Top Domains in Tweet in G5:
[60] twitter.com
[16] nytimes.com
[6] coolcatteacher.com
[6] corwin.com
[5] youtube.com
[5] edutopia.org
[4] amazon.com
[4] kqed.org
[3] gale.com
[3] edulastic.com

Top Domains in Tweet in G6:
[39] youtube.com
[35] twitter.com
[11] booknooklearning.com
[5] withgoogle.com
[4] wordpress.com
[3] chadd.org
[2] mymcmedia.org
[2] prnewswire.com
[2] google.com
[1] instagram.com

Top Domains in Tweet in G7:
[52] twitter.com
[15] radian6.com
[7] commonsense.org
[6] amazingeducationalresources.com
[2] zoom.us
[2] nytimes.com
[2] google.com
[2] wideopenschool.org
[2] facebook.com
[2] youtu.be

Top Domains in Tweet in G8:
[51] scoop.it
[28] twitter.com
[20] nytimes.com
[7] linkedin.com
[6] ditchthattextbook.com
[4] edutopia.org
[4] genardmethod.com
[2] drbruceajohnson.com
[2] youtube.com
[2] nyti.ms

Top Domains in Tweet in G9:
[58] twitter.com
[5] youtube.com
[4] teacherspayteachers.com
[4] zoom.us
[3] numbershapes.com
[3] flocabulary.com
[3] google.com
[2] paper.li
[2] edweek.org
[2] edweb.net

Top Domains in Tweet in G10:
[54] sharemylesson.com
[48] twitter.com
[4] stmath.com
[3] ncld.org
[3] icivics.org
[3] k12oms.org
[2] cunyisph.org
[2] jgmckenney.com
[2] donorschoose.org
[1] mailchi.mp

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[8407] distancelearning
[1101] education
[904] remotelearning
[753] edtech
[714] edchat
[462] onlinelearning
[359] teachers
[333] covid19
[328] backtoschool
[319] k12



Top Hashtags in Tweet in G1:
[2187] distancelearning
[621] education
[415] edtech
[359] edchat
[323] remotelearning
[250] k12
[196] esl
[161] onlinelearning
[154] sel
[136] elearning

Top Hashtags in Tweet in G2:
[1313] distancelearning
[110] education
[76] remotelearning
[60] onlinelearning
[59] virtuallearning
[52] backtoschool
[45] elearning
[42] edtech
[42] teachers
[40] covid19

Top Hashtags in Tweet in G3:
[482] distancelearning
[73] tx
[69] onlinelearning
[57] remotelearning
[57] googleedu
[53] clearthelist
[50] donorschoose
[46] donorschoose20
[45] chromebook
[34] remoteteaching

Top Hashtags in Tweet in G4:
[64] distancelearning
[5] teacherstrong
[4] remotelearning
[3] teachertip
[3] edchat
[3] onlineteaching
[3] kqedlearn
[2] relationshipsmatter
[2] teachertools
[2] kqedinnovators

Top Hashtags in Tweet in G5:
[191] distancelearning
[35] edchat
[14] remotelearning
[13] mschat
[13] educoach
[13] leadupchat
[10] english
[9] thegoodlifeedu
[9] hybridlearning
[8] broadband

Top Hashtags in Tweet in G6:
[119] distancelearning
[110] googleforms
[22] csfirst
[17] googleclassroom
[16] edtech
[12] remotelearning
[10] education
[7] chrome
[6] edutwitter
[6] preschool

Top Hashtags in Tweet in G7:
[169] distancelearning
[18] edtech
[14] onlinelearning
[10] backtoschool
[8] remotelearning
[7] pta4kids
[6] palmerwaypta
[6] ptabacktoschool
[6] nsdnow
[6] parkwayconnects

Top Hashtags in Tweet in G8:
[171] distancelearning
[61] ocsb
[25] ocsbvirtual
[22] remotelearning
[20] onlinelearning
[9] onlineteaching
[9] adjunct
[9] highered
[9] adultedu
[9] education

Top Hashtags in Tweet in G9:
[116] distancelearning
[46] iteachmath
[35] mtbos
[22] onlinelearning
[20] zoomschool
[18] flocabchat
[14] mathchat
[11] flocabtip
[9] weekinrap
[9] edchat

Top Hashtags in Tweet in G10:
[101] distancelearning
[52] edchat
[35] covid19
[33] educhat
[29] 1619project
[29] constitutionday
[25] election
[23] backtoschool
[19] racetoratify
[17] pdedu

Top Words
Top Words in Tweet in Entire Graph:
[8404] #distancelearning
[3138] learning
[2956] students
[1452] school
[1400] help
[1171] online
[1155] more
[1154] distance
[1101] #education
[1057] during

Top Words in Tweet in G1:
[2184] #distancelearning
[751] learning
[667] students
[621] #education
[415] #edtech
[409] school
[365] rdene915
[359] #edchat
[339] check
[323] #remotelearning

Top Words in Tweet in G2:
[1313] #distancelearning
[384] learning
[222] students
[174] school
[174] distance
[149] more
[125] online
[118] help
[111] today
[110] day

Top Words in Tweet in G3:
[482] #distancelearning
[268] students
[214] help
[173] kszajner
[164] use
[161] project
[136] during
[134] school
[130] learning
[122] nearpod

Top Words in Tweet in G4:
[292] learning
[280] teachmrreed
[269] remote
[254] feel
[146] student
[146] class
[145] tip
[142] video
[142] 10
[142] entire

Top Words in Tweet in G5:
[191] #distancelearning
[127] mindshiftkqed
[74] learning
[60] work
[59] elena_sf_ca
[59] many
[58] kids
[57] country
[57] trying
[55] winning

Top Words in Tweet in G6:
[169] googleforedu
[123] during
[119] #distancelearning
[118] help
[114] work
[111] features
[111] save
[110] inquisitive
[110] quizzes
[110] #googleforms

Top Words in Tweet in G7:
[184] commonsenseed
[169] #distancelearning
[141] students
[126] learning
[85] check
[80] help
[75] home
[59] support
[56] tools
[54] list

Top Words in Tweet in G8:
[171] #distancelearning
[117] students
[95] here's
[95] activities
[93] over
[93] help
[91] connect
[89] zoom
[89] mrstemurray
[88] struggling

Top Words in Tweet in G9:
[115] #distancelearning
[46] #iteachmath
[45] students
[45] time
[35] create
[35] #mtbos
[35] google
[34] zoom
[33] make
[33] school

Top Words in Tweet in G10:
[153] sharemylesson
[101] #distancelearning
[95] students
[73] free
[62] lesson
[60] aftteach
[59] teach
[57] history
[57] aftunion
[52] #edchat

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[998] distance,learning
[489] remote,learning
[351] during,#distancelearning
[297] learn,more
[255] #distancelearning,#remotelearning
[229] #remotelearning,#distancelearning
[197] back,school
[182] school,year
[178] virtual,learning
[176] #education,#edchat

Top Word Pairs in Tweet in G1:
[220] distance,learning
[164] #education,#edchat
[125] #esl,#efl
[117] #efl,#elt
[108] #elt,#tesol
[100] back,school
[97] #tesol,#eal
[92] #remotelearning,#distancelearning
[85] #eal,#ell
[84] #distancelearning,#remotelearning

Top Word Pairs in Tweet in G2:
[155] distance,learning
[43] learn,more
[35] learning,#distancelearning
[34] virtual,learning
[33] let's,take
[33] take,deep
[33] deep,dive
[33] dive,#distancelearning
[33] #distancelearning,see
[33] see,cisco

Top Word Pairs in Tweet in G3:
[73] ms,daniel
[73] daniel,teaches
[73] teaches,middle
[73] middle,school
[73] school,#tx
[73] #tx,project
[73] project,graphics
[73] graphics,pad
[73] pad,webcam
[73] webcam,stay

Top Word Pairs in Tweet in G4:
[269] remote,learning
[141] learning,tip
[141] tip,student
[141] student,choose
[141] choose,appropriate
[141] appropriate,video
[141] video,youtube
[141] youtube,entire
[141] entire,class
[141] class,watch

Top Word Pairs in Tweet in G5:
[55] country,winning
[55] winning,many
[55] many,work
[55] work,americans
[55] americans,trying
[55] trying,juggle
[55] juggle,jobs
[55] jobs,kids
[54] fan,fic
[54] elena_sf_ca,country

Top Word Pairs in Tweet in G6:
[110] inquisitive,quizzes
[110] quizzes,#googleforms
[110] #googleforms,features
[110] features,help
[110] help,save
[110] save,work
[110] work,smarter
[110] smarter,during
[109] googleforedu,inquisitive
[109] during,#distancelear

Top Word Pairs in Tweet in G7:
[57] learning,home
[52] distance,learning
[45] help,students
[32] home,mean
[32] mean,students
[32] students,work
[32] work,together
[32] together,check
[32] check,34
[32] 34,tools

Top Word Pairs in Tweet in G8:
[90] connect,students
[88] struggling,connect
[88] students,over
[88] over,zoom
[88] zoom,here's
[88] here's,50
[88] 50,activities
[88] activities,help
[88] help,break
[88] break,ice

Top Word Pairs in Tweet in G9:
[21] #mtbos,#iteachmath
[20] make,zoom
[20] zoom,school
[20] school,environment
[20] environment,grows
[20] grows,flowers
[20] flowers,#mtbos
[20] #iteachmath,#zoomschool
[20] #zoomschool,#onlinelearning
[19] dbdiarrabousso,make

Top Word Pairs in Tweet in G10:
[42] aftunion,aftteach
[39] #distancelearning,aftunion
[38] lesson,plans
[33] #edchat,#educhat
[32] free,lesson
[30] engage,students
[29] great,way
[27] familiar,#1619project
[27] #1619project,webinar
[27] webinar,great

Top Replied-To
Top Replied-To in Entire Graph:
@dpvils
@donorschoose
@nearpod
@support_a_teach
@cmrubinworld
@chris10dodd
@teacher2teacher
@lcpsofficial
@teachergoals
@wishlnet

Top Replied-To in G1:
@teachergoals
@nearpod
@smart_tech
@gimkit
@classcraftgame
@postit
@gusfranklinstem
@teacher2teacher
@ccody3
@mrpstrunk

Top Replied-To in G2:
@salesraininc
@epignosisvt
@tcec_linares

Top Replied-To in G3:
@donorschoose
@support_a_teach
@craignewmark
@aamy4ever
@wishlnet
@nearpod
@kimternet710
@tmobile
@karenmooreagy
@johnlegend

Top Replied-To in G4:
@curiosity_films

Top Replied-To in G5:
@cultureodignity
@dfishersdsu
@dcstemspark
@mzfawstah
@erichjstephen
@ngsssfocus
@nextgenscience
@wisdpiscience
@john_hattie
@dtheirl

Top Replied-To in G6:
@chipubschools
@googleforedu
@wooclap
@gsuite

Top Replied-To in G7:
@mkpozzo0

Top Replied-To in G8:
@teamgaryvee
@buddyxo
@alicekeeler
@gma
@ginger_zee

Top Replied-To in G9:
@laramathcalf
@knowledgehook
@flocabulary
@mrsatalapk
@ask_spectrum
@jenroberts1

Top Replied-To in G10:
@colorincolorado
@boronda_meadows
@heidimartinezc2

Top Mentioned
Top Mentioned in Entire Graph:
@rdene915
@teachmrreed
@commonsenseed
@googleforedu
@kszajner
@sharemylesson
@erik_youngman
@mindshiftkqed
@businessforward
@seesaw

Top Mentioned in G1:
@rdene915
@thriveinedu
@flipgrid
@buncee
@nikpeachey
@cueinc
@castateparks
@quandarygame
@neolms
@burgessdave

Top Mentioned in G2:
@orantkatchov
@fineposh
@carrberrycreate
@mariesun88yes
@tigilpasok
@cyndergirl20
@beautyinmath

Top Mentioned in G3:
@kszajner
@seesaw
@donorschoose
@nearpod
@kasmom24
@leearaoz
@tonyvincent
@sdemichele
@slidesmaniasm
@christinekdixon

Top Mentioned in G4:
@teachmrreed
@natgeoeducation
@kqededspace
@curiosity_films
@harper_al
@peterpaccone
@ngkids
@jlabar2me
@drvickip
@mindshiftkqed

Top Mentioned in G5:
@mindshiftkqed
@elena_sf_ca
@dfishersdsu
@corwinpress
@nancyfrey
@john_hattie
@middleweb
@ustelecom
@amandabhar
@esucc

Top Mentioned in G6:
@googleforedu
@youtube
@booknook
@misterlurie
@chipubschools
@nhfpl
@newhavenreads
@amandagteach
@leapforkids
@p

Top Mentioned in G7:
@commonsenseed
@commonsense
@wideopenschool
@cornellcals
@pusdattendance
@brainfuse
@getkahoot
@parkwayschools
@nationalpta
@amazedresources

Top Mentioned in G8:
@mrstemurray
@tdottawa
@nytimes
@jmattmiller
@nytimeslearning
@tareen_bilal
@capellau
@linkedin
@alicekeeler
@linkedinnews

Top Mentioned in G9:
@flocabulary
@achievethecore
@dbdiarrabousso
@knowledgehook
@google
@johannabrown
@numbershapes
@globalmathdept
@kyairb
@matchfishtank

Top Mentioned in G10:
@sharemylesson
@aftteach
@aftunion
@icivics
@mssalvac
@newshourextra
@brainpop
@stmath
@fcpsnews
@ticalculators

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@dichristine
@cowboyscifibot
@threadreaderapp
@chidambara09
@comcastcares
@cybersec_feeds
@evankirstel
@aaroncuddeback
@inquirerdotnet

Top Tweeters in G1:
@lynch39083
@timesofindia
@bar_zie
@ptvph
@craigmaccormack
@forbes
@garychun
@taylordfitlife
@fortunemagazine
@flipgrid

Top Tweeters in G2:
@dataaugmented
@stressfreekids
@librariesval
@mdrechsler
@thekarachikid
@sdoceansea
@rgj
@joseph_santoro
@themudlily
@jventoslp

Top Tweeters in G3:
@tmobile
@wonam6
@wholefoods
@gigabytemag
@nplace1
@ynb
@reartistron
@techninjatodd
@shellterrell
@craignewmark

Top Tweeters in G4:
@terriah01
@iamjocook
@shalondajones30
@machandize
@ta_morris
@carrie_baughcum
@visionbored1
@zacksaraujo
@dodo
@malice27359580

Top Tweeters in G5:
@dvanhook822
@wagjuer
@meliorist59
@debiowens
@cynblogger
@peggystuart
@peggywaugh1
@dupergramp
@rizzoscookies
@armando_ribeiro

Top Tweeters in G6:
@cowboyscifibot
@wfsbnews
@jannahtesl
@spencerleone
@lin_manuel
@goobric
@wordpressdotcom
@jgmac1106
@raulaveiro
@leecruz

Top Tweeters in G7:
@abc7newsbayarea
@bjadams156
@elizawallace27
@thesiliconhill
@ictevangelist
@spyparent
@ksev4
@web20classroom
@ennomnom
@jeremydbond

Top Tweeters in G8:
@nytimes
@alicekeeler
@gma
@garyvee
@socentlive
@normsworld
@ginger_zee
@yahoo
@stpstservices
@elemenous

Top Tweeters in G9:
@ask_spectrum
@nikfarmath2
@thembaletumbang
@rowerikw
@google
@iteachmathall
@diebo37rt
@phaneritic
@phoare1963
@trev_mackenzie

Top Tweeters in G10:
@1loriking
@janiecestaton
@royaleight
@no2l
@larryferlazzo
@hollyhold1
@rweingarten
@vslost
@thereallilxza
@giufuliafa


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