distancelearning, Twitter, 12/3/2020 10:25:46 PM, 242633


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distancelearning_2020-12-03_01-42-49.xlsx
distancelearning_2020-12-03_01-42-49.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 03, 2020
Short Description:
distancelearning via NodeXL https://bit.ly/39Eq7YT
@distancelrnbot
@googleforedu
@catlin_tucker
@wonderworkshop
@tonyvincent
@teachmrreed
@kszajner
@smr_foundation
@sophiecarin1
@commonsenseed

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

Description:
Description
The graph represents a network of 11,075 Twitter users whose tweets in the requested range contained "distancelearning", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 03 December 2020 at 10:10 UTC.

The requested start date was Thursday, 03 December 2020 at 01:01 UTC and the maximum number of tweets (going backward in time) was 18,000.

The tweets in the network were tweeted over the 21-day, 6-hour, 45-minute period from Wednesday, 11 November 2020 at 18:15 UTC to Thursday, 03 December 2020 at 01:01 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 : 11075
Unique Edges : 7997
Edges With Duplicates : 25084
Total Edges : 33081
Number of Edge Types : 5
Mentions : 5089
Retweet : 9490
MentionsInRetweet : 12393
Replies to : 467
Tweet : 5642
Self-Loops : 5857
Reciprocated Vertex Pair Ratio : 0.0326307103743155
Reciprocated Edge Ratio : 0.0631991864012785
Connected Components : 1709
Single-Vertex Connected Components : 1067
Maximum Vertices in a Connected Component : 7901
Maximum Edges in a Connected Component : 28656
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.891401
Graph Density : 0.000112243063389282
Modularity : 0.390817
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 11,075 Twitter users whose tweets in the requested range contained "distancelearning", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 03 December 2020 at 10:10 UTC.

The requested start date was Thursday, 03 December 2020 at 01:01 UTC and the maximum number of tweets (going backward in time) was 18,000.

The tweets in the network were tweeted over the 21-day, 6-hour, 45-minute period from Wednesday, 11 November 2020 at 18:15 UTC to Thursday, 03 December 2020 at 01:01 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:
[149] 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
[143] https://www.rdene915.com/
[87] https://anchor.fm/rdene915
[79] https://www.instagram.com/accounts/login/
[48] https://www.youtube.com/playlist?list=PL3y85TmZlOLfNZFUQaFOpCPMmEd5jI_jQ

[47] https://www.cultofpedagogy.com/9-ways-online-teaching/
[47] https://mylearnie.com/
[43] https://catlintucker.com/2020/10/synchronous-online-discussions/
[28] https://payhip.com/b/Q3v2
[26] http://paper.li/e-1546484200

Top URLs in Tweet in G1:
[38] https://www.rdene915.com/
[35] https://www.instagram.com/accounts/login/
[23] https://anchor.fm/rdene915
[20] https://click.linksynergy.com/fs-bin/click?id=QtjCXJYqyRM&offerid=640765.82&type=3&subid=0
[20] https://www.amazon.com/s?k=kidz+rock+university+homeschool&i=stripbooks&ref=nb_sb_noss_1
[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.abizobindia.com/
[13] https://www.bcot.ac.uk/employers/distance-learning/
[12] https://payhip.com/b/Q3v2
[12] https://queenbeeboutique.scentsy.us/shop/c/4461/view-all-kids

Top URLs in Tweet in G2:
[36] https://www.instagram.com/accounts/login/
[3] https://citi.io/2020/07/14/how-education-will-adapt-to-the-world-this-2020/
[3] https://www.jadirectives.com/coursera-deep-learning-specialization-review/
[3] https://www.writersbureau.com/writing/black-friday-discount.htm
[3] https://www.onlinecampus.co.uk/
[3] https://AFE.clubexpress.com
[3] https://www.silverbacklearning.com/request-demo
[2] https://www.youtube.com/watch?v=x8BnQ0PVaV0&feature=youtu.be
[2] https://www.engadget.com/att-free-wireless-data-for-teachers-plus-student-discounts-162010484.html
[2] https://blog.malwarebytes.com/how-tos-2/2020/11/surviving-college-distance-learning-during-the-pandemic-a-cybersecurity-guide/?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G3:
[132] 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
[102] https://www.rdene915.com/
[62] https://anchor.fm/rdene915
[45] https://www.youtube.com/playlist?list=PL3y85TmZlOLfNZFUQaFOpCPMmEd5jI_jQ

[37] https://mylearnie.com/
[20] https://www.wonderexplorelearn.com/edtech-coach-learns-from-8-year-old/
[19] https://www.wonderexplorelearn.com/remote-learning/
[12] https://us02web.zoom.us/meeting/register/tZEkdeGqqz4pHtVxD21Kw5eaP1Tk8SMZJ5mw
[11] https://historyview.org/library/big-island-lava-tube/
[10] https://forms.gle/SkfipDjXfs8QPkedA

Top URLs in Tweet in G4:
[18] https://ul.ink/VBNP-90AHSC
[11] https://donorschoose.org/classroom/6427
[11] https://www.donorschoose.org/project/help-us-secure-headphones-for-virtual-le/5260917/?challengeid=304297
[10] https://www.donorschoose.org/project/paper-paper-paper/5288450/?challenged=21606976
[8] https://www.donorschoose.org/project/seas-success-during-distance-learning/5315831/?utm_source=dc&utm_medium=twitter&utm_campaign=teacherhub&utm_term=teacher_3011259&rf=twitter-dc-2020-12-teacherhub-teacher_3011259&challengeid=20613164&_branch_match_id=847187488319551323
[5] https://www.donorschoose.org/project/learning-from-home-is-easy-as-1-2-shap/5163986/
[5] https://woobox.com/po9zrr/n448hd
[5] https://www.donorschoose.org/project/help-us-secure-headphones-for-virtual-le/5260904/?challengeid=20484572
[5] https://www.donorschoose.org/project/littles-learning-with-a-little-disney-ma/5241458/?utm_source=dc&utm_medium=twitter&utm_campaign=teacherhub&utm_term=teacher_5489955&rf=twitter-dc-2020-12-teacherhub-teacher_5489955&challengeid=21206443&_branch_match_id=link-862320790464767075
[5] https://www.donorschoose.org/project/we-love-to-read/5187138/?utm_source=dc&utm_medium=twitter&utm_campaign=teacherhub&utm_term=teacher_4901854&rf=twitter-dc-2020-12-teacherhub-teacher_4901854&challengeid=21026521&_branch_match_id=link-862512993048213120

Top URLs in Tweet in G5:
[19] 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
[14] https://www.youtube.com/watch?v=vFlaTNws-zc&feature=youtu.be

[9] https://www.weareteachers.com/recess-at-home%E2%80%8B/
[8] https://app.seesaw.me/pages/shared_activity?share_token=9SgMUQUSRLGf4syrG2CHig&prompt_id=prompt.42c19311-de5a-46d1-8f5d-0a76bcb50911
[4] https://accounts.google.com/ServiceLogin?service=jamboardcore&passive=1209600&continue=https://jamboard.google.com/d/1xbpN1B8OE03eNjRIbIPxufzb1MsM6h_wd_BfmcSkN3w/copy&followup=https://jamboard.google.com/d/1xbpN1B8OE03eNjRIbIPxufzb1MsM6h_wd_BfmcSkN3w/copy
[4] https://www.lynnekenney.com/70-executive-function-i-did-it-motivation-badges-free-brainliteracy-and-distancelearning/
[3] https://www.weareteachers.com/brain-breaks-for-kids/#.X5mbH4adNBs.twitter
[3] https://www.lynnekenney.com/wp-content/uploads/2020/04/Bloom-Parenting-Family-Schedule-EDU-April-18-2020.pdf
[2] https://blog.aaastateofplay.com/2020/11/10-virtual-field-trips-that-are-fun-and.html
[2] https://www.cultofpedagogy.com/9-ways-online-teaching/

Top URLs in Tweet in G6:
[37] https://catlintucker.com/2020/10/synchronous-online-discussions/
[14] https://catlintucker.com/2020/11/virtual-social-learning-spaces/
[13] https://katielmartin.com/2020/11/08/the-4-ps-of-teaching-learning-and-leading-in-a-pandemic/
[3] https://catlintucker.com/2020/08/asynchronous-vs-synchronous/
[2] https://katielmartin.com/2020/11/01/to-engage-students-focus-on-connection-over-content/
[2] https://katielmartin.com/2020/11/15/using-oer-to-increase-collaboration-relevance-and-engagement/
[2] https://preparedparents.org/unboxed/
[2] http://jenniferwolfe.net/teaching-resources
[2] http://ow.ly/N2Kl50B9U53
[2] http://ow.ly/kFjr50C6Mn2

Top URLs in Tweet in G7:
[14] |
[10] https://us.corwin.com/en-us/nam/distancelearning
[6] https://www.stmath.com/virtual-forum-2020?utm_campaign=Attract
[6] ST
[6] Math
[6] Virtual
[6] Forum
[6] Nov
[6] FY21
[3] https://conference.iste.org/2020/

Top URLs in Tweet in G8:
[9] https://www.teacher2teacher.education/2020/11/19/6-co-teaching-strategies-for-remote-learning/
[7] https://sharemylesson.com/wellness-2020
[6] https://sharemylesson.com/search?search_api_views_fulltext=diwali
[6] https://forms.gle/XttYgLa76owmjmpp7
[5] https://sharemylesson.com/blog/educator-health-and-wellness
[4] https://sharemylesson.com/teaching-resource/great-thanksgiving-listen-guide-educators-video-327865
[4] https://sharemylesson.com/blog/thanksgiving-activities
[4] https://sharemylesson.com/teaching-resource/all-fight-democracy-panel-stacey-abrams-and-randi-weingarten-326593
[4] https://sharemylesson.com/teaching-resource/zumba-plate-nutrition-your-body-328005
[4] https://aftelearning.org/wea2021

Top URLs in Tweet in G9:
[12] https://esheninger.blogspot.com/2020/11/overcoming-engagement-hurdles-with.html
[3] http://esheninger.blogspot.com/2020/11/overcoming-engagement-hurdles-with.html
[3] https://www.youtube.com/watch?v=nCFhlfWzfu0&feature=youtu.be

[2] https://thephysicaleducator.com/2020/03/20/distance-learning-for-physical-education/
[2] https://teacherswhotinker.com/
[1] http://toytheater.com/category/teacher-tools/virtual-manipulatives/
[1] https://twitter.com/i/web/status/1329945167013453824
[1] https://twitter.com/i/web/status/1327111628047802369
[1] https://twitter.com/i/web/status/1327112456913580033
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3D47w1U-nigBo%26feature%3Dyoutu.be&q=EgS4SO-bGOHqov4FIhkA8aeDS3wo8yjEXwV84Ko61WvF_oP9xaufMgFy

Top URLs in Tweet in G10:
[12] https://www.ilsole24ore.com/art/didattica-distanza-ecco-come-attivare-l-offerta-i-giga-gratis-studenti-ADAerY3
[12] https://connectedworld.com/taking-the-distance-out-of-learning/
[8] https://www.gotraininglive.com/
[4] https://analyticsindiamag.com/best-foreign-universities-to-apply-for-data-science-distance-learning-course-amid-covid/
[3] http://teespring.com/physics-and-engineering-elec
[2] https://distancelearning.anglia.ac.uk/course/technology/data-science-msc/
[2] https://www.youtube.com/watch?v=KiX9ItGvM54&feature=youtu.be

[1] https://www.opb.org/article/2020/12/01/oregon-distant-learning-education-covid-19/
[1] https://twitter.com/i/web/status/1330079226108784644
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=9de11c10-2c9f-11eb-8a74-2182717011f2&url=L2FtcC9vcGluaW9uL2FydGljbGVzLzIwMjAtMTEtMjAvdGhhbmtzZ2l2aW5nLXdpdGgtY292aWQtMTktaG93LXRvLXN0YXktc2FmZS13aXRoLWZhbWlseT9fX3R3aXR0ZXJfaW1wcmVzc2lvbj10cnVl

Top Domains
Top Domains in Tweet in Entire Graph:
[2785] twitter.com
[398] youtube.com
[224] amazon.com
[199] woobox.com
[180] donorschoose.org
[153] rdene915.com
[139] google.com
[109] sharemylesson.com
[102] blogspot.com
[97] instagram.com

Top Domains in Tweet in G1:
[813] twitter.com
[159] youtube.com
[50] teacherspayteachers.com
[46] amazon.com
[44] instagram.com
[43] payhip.com
[40] rdene915.com
[36] blogspot.com
[28] wordpress.com
[27] co.uk

Top Domains in Tweet in G2:
[367] twitter.com
[38] instagram.com
[20] youtube.com
[10] google.com
[9] donorschoose.org
[8] paper.li
[8] edutopia.org
[8] co.uk
[7] linkedin.com
[6] teacherspayteachers.com

Top Domains in Tweet in G3:
[326] twitter.com
[152] amazon.com
[109] rdene915.com
[107] youtube.com
[67] anchor.fm
[45] wonderexplorelearn.com
[39] mylearnie.com
[27] historyview.org
[26] zoom.us
[25] iste.org

Top Domains in Tweet in G4:
[189] woobox.com
[176] twitter.com
[141] donorschoose.org
[18] ul.ink
[11] amazon.com
[4] linktr.ee
[3] weareteachers.com
[2] linkedin.com
[2] nsta.org
[1] twoscreensforteachers.org

Top Domains in Tweet in G5:
[35] twitter.com
[22] youtube.com
[19] routledge.com
[18] google.com
[16] weareteachers.com
[8] seesaw.me
[7] lynnekenney.com
[4] innovatingplay.world
[2] aaastateofplay.com
[2] cultofpedagogy.com

Top Domains in Tweet in G6:
[55] catlintucker.com
[21] twitter.com
[17] katielmartin.com
[9] ow.ly
[3] altitudelearning.com
[3] google.com
[2] achievethecore.org
[2] t.co
[2] preparedparents.org
[2] jenniferwolfe.net

Top Domains in Tweet in G7:
[58] twitter.com
[18] youtube.com
[15] corwin.com
[7] stmath.com
[5] polyup.com
[4] iste.org
[3] donorschoose.org
[3] edweek.org
[3] zoom.us
[3] beyondthebookcast.com

Top Domains in Tweet in G8:
[109] sharemylesson.com
[43] twitter.com
[12] teacher2teacher.education
[6] forms.gle
[6] genial.ly
[5] google.com
[4] aftelearning.org
[3] ncld.org
[2] allittakes.org
[2] icivics.org

Top Domains in Tweet in G9:
[15] blogspot.com
[7] twitter.com
[3] youtube.com
[2] toytheater.com
[2] google.com
[2] thephysicaleducator.com
[2] teacherswhotinker.com
[1] unrulysplats.com

Top Domains in Tweet in G10:
[72] twitter.com
[12] ilsole24ore.com
[12] connectedworld.com
[8] gotraininglive.com
[6] youtube.com
[4] analyticsindiamag.com
[3] ac.uk
[3] teespring.com
[1] opb.org
[1] bloomberg.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[9429] distancelearning
[1290] education
[1247] edtech
[1038] remotelearning
[796] edchat
[648] onlinelearning
[477] learning
[463] stem
[429] elearning
[414] virtuallearning



Top Hashtags in Tweet in G1:
[2930] distancelearning
[418] education
[279] edtech
[266] remotelearning
[258] onlinelearning
[227] virtuallearning
[184] learning
[183] elearning
[148] school
[134] homeschooling

Top Hashtags in Tweet in G2:
[995] distancelearning
[103] education
[77] remotelearning
[65] onlinelearning
[43] edtech
[41] elearning
[39] teachers
[38] covid19
[35] virtuallearning
[31] learning

Top Hashtags in Tweet in G3:
[1255] distancelearning
[671] edtech
[527] education
[340] edchat
[288] k12
[206] sel
[202] hybridlearning
[171] remotelearning
[158] thriveinedu
[118] educhat

Top Hashtags in Tweet in G4:
[459] distancelearning
[218] stem
[75] donorschoose
[72] givingtuesday
[32] tuition
[29] givingtuesday2020
[23] teachertwitter
[21] win
[21] apple
[20] birthday

Top Hashtags in Tweet in G5:
[151] distancelearning
[50] googleedu
[50] remotelearning
[28] googledocs
[21] blendedlearning
[20] edchat
[18] hybridlearning
[14] edtech
[13] ditchbook
[11] executivefunction

Top Hashtags in Tweet in G6:
[97] distancelearning
[54] onlinelearning
[37] discussion
[29] ell
[27] remotelearning
[17] blendedlearning
[16] dyslexia
[14] hybridlearning
[7] edchat
[5] txlx

Top Hashtags in Tweet in G7:
[282] distancelearning
[42] math
[33] iteachmath
[31] mtbos
[31] teachers
[24] edchat
[23] stmath
[22] assessment
[21] remotelearning
[19] edtech

Top Hashtags in Tweet in G8:
[204] distancelearning
[119] edchat
[81] covid19
[56] educhat
[28] thanksgiving
[22] sel
[22] wellness
[22] president
[16] prek12
[16] applewatch6

Top Hashtags in Tweet in G9:
[23] distancelearning
[14] edchat
[13] edutwitter
[6] remotelearning
[6] physed
[5] flipgridar
[4] hybridlearning
[4] remotelearners
[4] techbyte
[4] cusdrockstar

Top Hashtags in Tweet in G10:
[66] distancelearning
[16] students
[15] ai
[12] italy
[12] project
[12] giga
[11] learning
[9] education
[8] elearning
[8] onlinelearning

Top Words
Top Words in Tweet in Entire Graph:
[9430] #distancelearning
[3005] learning
[2870] students
[1361] learn
[1331] help
[1290] #education
[1247] #edtech
[1242] virtual
[1206] online
[1161] distance

Top Words in Tweet in G1:
[2931] #distancelearning
[812] learning
[725] students
[418] #education
[378] distance
[353] online
[294] learn
[293] today
[291] school
[279] #edtech

Top Words in Tweet in G2:
[995] #distancelearning
[263] learning
[165] students
[116] school
[116] distance
[114] online
[103] #education
[102] today
[91] help
[87] more

Top Words in Tweet in G3:
[1255] #distancelearning
[671] #edtech
[527] #education
[503] learning
[489] students
[363] check
[340] #edchat
[307] book
[299] rdene915
[288] #k12

Top Words in Tweet in G4:
[459] #distancelearning
[365] win
[352] enter
[348] code
[332] learn
[330] wonderworkshop
[329] dash
[329] dot
[329] robots
[329] accessories

Top Words in Tweet in G5:
[185] kszajner
[185] student
[151] #distancelearning
[151] seesaw
[143] watch
[105] activity
[100] virtual
[97] fun
[94] students
[93] create

Top Words in Tweet in G6:
[231] catlin_tucker
[226] online
[191] students
[168] engagement
[168] virtual
[163] student
[163] learn
[162] spaces
[148] creating
[146] frustrated

Top Words in Tweet in G7:
[282] #distancelearning
[77] learning
[69] math
[69] dfishersdsu
[67] students
[55] today
[53] join
[48] corwinpress
[42] #math
[36] great

Top Words in Tweet in G8:
[204] #distancelearning
[145] aftunion
[133] sharemylesson
[127] aftteach
[119] #edchat
[101] students
[81] #covid19
[79] free
[57] help
[56] #educhat

Top Words in Tweet in G9:
[167] virtual
[158] tonyvincent
[157] live
[156] collection
[156] 50
[156] manipulatives
[156] helpful
[156] doing
[156] recorded
[156] instructional

Top Words in Tweet in G10:
[66] #distancelearning
[57] track
[55] perfect
[55] tool
[54] record
[54] lessons
[54] assignments
[53] parent
[49] teacher
[36] help

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[906] distance,learning
[426] enter,win
[422] dash,dot
[422] dot,robots
[422] learn,code
[421] win,dash
[421] robots,accessories
[417] app,learn
[417] code,challenges
[416] accessories,wonderworkshop

Top Word Pairs in Tweet in G1:
[311] distance,learning
[99] #virtuallearning,#distancelearning
[82] #distancelearning,#remotelearning
[81] learn,code
[81] enter,win
[81] win,dash
[81] dash,dot
[81] dot,robots
[80] robots,accessories
[79] accessories,wonderworkshop

Top Word Pairs in Tweet in G2:
[104] distance,learning
[41] #remotelearning,#distancelearning
[25] #onlinelearning,#distancelearning
[17] remote,learning
[16] #distancelearning,#virtuallearning
[16] #distancelearning,#hybridlearning
[16] online,learning
[14] learn,more
[13] school,year
[13] #distancelearning,#education

Top Word Pairs in Tweet in G3:
[143] during,#distancelearning
[129] #distancelearning,#hybridlearning
[117] distance,learning
[114] stories,shared
[111] check,book
[90] help,transform
[89] learning,experience
[86] #education,#edchat
[86] googleforedu,tools
[86] #googlemeet,help

Top Word Pairs in Tweet in G4:
[330] enter,win
[329] dash,dot
[329] dot,robots
[329] robots,accessories
[328] win,dash
[326] accessories,wonderworkshop
[326] app,learn
[326] learn,code
[326] code,challenges
[325] wonderworkshop,app

Top Word Pairs in Tweet in G5:
[86] incentive,reward
[86] aquarium,participate
[86] participate,finish
[85] fun,student
[85] student,incentive
[85] reward,each
[85] each,student
[85] student,empty
[85] empty,virtual
[85] virtual,aquarium

Top Word Pairs in Tweet in G6:
[161] student,engagement
[146] frustrated,lack
[146] lack,student
[146] engagement,online
[146] online,consider
[146] consider,creating
[146] creating,virtual
[146] virtual,spaces
[146] spaces,students
[146] students,learn

Top Word Pairs in Tweet in G7:
[25] many,schools
[25] covid,numbers
[24] schools,returning
[24] returning,#distancelearning
[24] #distancelearning,covid
[24] numbers,rising
[24] rising,area
[24] area,#teachers
[23] dfishersdsu,many
[23] #teachers,nerv

Top Word Pairs in Tweet in G8:
[100] aftunion,aftteach
[86] #distancelearning,aftunion
[56] #edchat,#educhat
[53] #covid19,#distancelearning
[45] #educhat,#covid19
[35] lesson,plans
[34] #edchat,#distancelearning
[28] join,aftunion
[24] teaching,during
[21] keep,students

Top Word Pairs in Tweet in G9:
[156] collection,50
[156] 50,virtual
[156] virtual,manipulatives
[156] manipulatives,helpful
[156] helpful,doing
[156] doing,live
[156] live,recorded
[156] recorded,instructional
[156] instructional,videos
[154] tonyvincent,collection

Top Word Pairs in Tweet in G10:
[55] perfect,tool
[55] tool,track
[54] track,record
[54] record,lessons
[54] lessons,assignments
[53] assignments,parent
[49] parent,teacher
[36] teacher,help
[12] #italy,trust
[12] trust,#project

Top Replied-To
Top Replied-To in Entire Graph:
@alaneadamsbooks
@support_a_teach
@dhahi_khalfan
@alexrkennedy1
@tcmpub
@donorschoose
@googleforedu
@kennymathews12
@healthonacart
@mrsbng

Top Replied-To in G1:
@e_sheninger
@apple
@florianklenk
@mtutorworld
@synonyms
@nearpod
@eli_docklands
@vdo360
@stem4real
@skylarvibes

Top Replied-To in G2:
@fusd_southridge
@storycare
@paula_artist6
@cloudalize

Top Replied-To in G3:
@edutopia
@googleforedu
@zoom_us
@mjmcalliwrites
@getzigazoo
@googleorg
@iste
@jmsosnowski
@randallsampson
@watterson_elem

Top Replied-To in G4:
@alaneadamsbooks
@support_a_teach
@donorschoose
@mrsbng
@healthonacart
@kennymathews12
@edubooklover
@mezzopwr
@busymom_74
@hclark444

Top Replied-To in G5:
@feastercharter

Top Replied-To in G6:
@katiemartinedu

Top Replied-To in G7:
@jamestanton
@theprofspage
@familyactionnet
@a_schindy
@g_brgmn
@aldrineagles
@nancyfrey

Top Replied-To in G8:
@sharemylesson
@stephan94287583
@aftunion
@uft

Top Replied-To in G9:
@johncraven1
@jason_e_bass

Top Replied-To in G10:
@tcmpub
@jurijkovalenok1
@chidambara09
@mrslinnertfacs
@srinivasr1729
@spacex
@worldandscience
@timrasinski1
@joebiden
@kenixlee

Top Mentioned
Top Mentioned in Entire Graph:
@rdene915
@wonderworkshop
@googleforedu
@catlin_tucker
@kszajner
@tonyvincent
@seesaw
@thriveinedu
@sharemylesson
@aftunion

Top Mentioned in G1:
@rdene915
@wonderworkshop
@youtube
@educatoral
@remateph
@nikpeachey
@quandarygame
@janeeceent
@paul_emerich
@fvayr1

Top Mentioned in G2:
@carrberrycreate
@perthcollegeuhi
@cyrillewrites
@coachhousepe1
@ousl_gayani
@stucentworld
@sannehfdn
@pencilskirtquee
@coursifyme

Top Mentioned in G3:
@rdene915
@googleforedu
@thriveinedu
@nearpod
@kat_goyette
@buncee
@edumatchbooks
@iste
@technologylaura
@flipgrid

Top Mentioned in G4:
@wonderworkshop
@donorschoose
@tmlusby
@mrsveereads
@seahawksteacher
@misssally02
@mam62494
@hclark444
@astronautabby
@win_win_now

Top Mentioned in G5:
@kszajner
@seesaw
@abcclassroom
@tomemullaney
@erik_youngman
@drlynnekenney
@weareteachers
@pintobeanz11
@jlabar2me
@catlin_tucker

Top Mentioned in G6:
@catlin_tucker
@achievethecore
@katiemartinedu
@learning_ally
@buddyxo
@skcommonground
@altitudelearn
@edweek
@lainierowell
@preparedsuccess

Top Mentioned in G7:
@dfishersdsu
@corwinpress
@educationweek
@polyupinc
@cultureodignity
@mcguirecarri
@stmath
@nancyfrey
@theresawills
@visiblelearning

Top Mentioned in G8:
@aftunion
@sharemylesson
@aftteach
@teacher2teacher
@60secondcivics
@diane_mackinnon
@principalsteph1
@icivics
@newshourextra
@rweingarten

Top Mentioned in G9:
@tonyvincent
@e_sheninger
@catlin_tucker
@kirstneill3
@phys_educator
@unruly_studios
@abcclassroom
@gmail
@pdubyatech
@tempeelementary

Top Mentioned in G10:
@jurijkovalenok1
@chidambara09
@nwea
@connectedwmag
@rmanning47
@llm
@gotrainingl
@nancytr83158469
@averinformation

Top Tweeters
Top Tweeters in Entire Graph:
@oldlady12345
@vzwsupport
@sectest9
@jurylady5
@cowboyscifibot
@eazeee2004
@rk70534
@bella623
@robre62
@chidambara09

Top Tweeters in G1:
@vzwsupport
@iartg
@femtech_
@meeksvs
@jonscrazytweets
@viralvideovlogs
@cnbc
@wagjuer
@hallmarkchannel
@billyarnie

Top Tweeters in G2:
@dataaugmented
@adrix00
@themudlily
@homejobsbymom
@badhopper
@auriegood
@nataliem55
@sahmof3dsspsa
@rhbrotchner
@ridgebrook

Top Tweeters in G3:
@jurylady5
@ottlegalrebels
@discoverself
@moniselseward
@calcaware
@bar_zie
@abc7ny
@zdnet
@ap
@designthinkbot

Top Tweeters in G4:
@mkjmc
@momsfocus
@tmobile
@melissatippie
@textiff
@bethkazv
@kimberlilarae
@qdpurdu
@naysgiveaways
@reviewsmall

Top Tweeters in G5:
@lizditz
@procm2
@algierslady
@fourcornersrock
@dlhampton
@stem_nastics
@joedale
@drlynnekenney
@prqosjdyofn1ylj
@taramartinedu

Top Tweeters in G6:
@tmikamouse
@silentseawolf
@pinkdogwood770
@markedeschaine
@grammasheri
@coriorlando1
@crestwoodsupt
@studysync
@khechara
@brophycat

Top Tweeters in G7:
@ciocia
@newsneus
@elemmathaccount
@wfla
@educationweek
@cindyfitch1
@smgaillard
@rowerikw
@davidwees
@lrobbteacher

Top Tweeters in G8:
@oldlady12345
@amor_vuelvetx
@mayread3
@cecalli_helper
@macchica26
@kathleerowlands
@learnpolsci
@pastorannisha
@rweingarten
@jenvargas

Top Tweeters in G9:
@gmail
@barbinnebraska
@tonysinanis
@e_sheninger
@rmbyrne
@johnccarver
@j_allen
@alyscarnesi
@innovatemyschl
@kylehamstra

Top Tweeters in G10:
@chidambara09
@thehill
@xaelbot
@codedailybot
@fintechna
@codegnuts
@mauraleelang
@nlognbot
@thedeveloperbot
@minlons


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