distancelearning, Twitter, 8/22/2020 9:27:53 AM, 233250


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distancelearning_2020-08-21_21-28-28.xlsx
distancelearning_2020-08-21_21-28-28.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 22, 2020
Short Description:
distancelearning via NodeXL https://bit.ly/2Qjeiw4
@distancelrnbot
@catlin_tucker
@lambradley
@kszajner
@googleforedu
@mtholfsen
@erik_youngman
@votegloriaj
@briankesinger
@pencilsandmagic

Top hashtags:
#distancelearning
#onlinelearning
#remotelearning
#edchat

Description:
Description
The graph represents a network of 13,852 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, 22 August 2020 at 04:53 UTC.

The requested start date was Saturday, 22 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 8-day, 7-hour, 29-minute period from Thursday, 13 August 2020 at 16:20 UTC to Friday, 21 August 2020 at 23:50 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 : 13852
Unique Edges : 7642
Edges With Duplicates : 27337
Total Edges : 34979
Number of Edge Types : 5
Retweet : 11708
MentionsInRetweet : 14541
Tweet : 4588
Mentions : 3691
Replies to : 451
Self-Loops : 4729
Reciprocated Vertex Pair Ratio : 0.0274739092166478
Reciprocated Edge Ratio : 0.0534785535091476
Connected Components : 2245
Single-Vertex Connected Components : 1412
Maximum Vertices in a Connected Component : 9763
Maximum Edges in a Connected Component : 29006
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.490879
Graph Density : 8.51801045044123E-05
Modularity : 0.444261
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 13,852 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, 22 August 2020 at 04:53 UTC.

The requested start date was Saturday, 22 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 8-day, 7-hour, 29-minute period from Thursday, 13 August 2020 at 16:20 UTC to Friday, 21 August 2020 at 23:50 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:
[940] https://catlintucker.com/2020/08/asynchronous-vs-synchronous/
[119] 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
[77] http://esheninger.blogspot.com/2020/08/strategies-to-foster-discourse-and.html
[63] https://dan.com/buy-domain/physistry.com?redirected=true&tld=com
[55] https://www.youtube.com/techtips411
[35] 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
[32] https://www.facebook.com/techtips411
[31] https://www.rdene915.com/
[28] https://youtube.com/c/bookandtable
[21] https://twitter.com/CathleenBeachbd/status/1294854699506704384

Top URLs in Tweet in G1:
[4] https://www.techrepublic.com/article/microsoft-teams-these-features-will-help-you-to-manage-online-classrooms/
[4] https://www.buzzsprout.com/1172315/5019431
[3] https://childmind.org/article/5-reasons-students-arent-engaging-in-distance-learning/
[3] http://paper.li/e-1546484200
[3] https://grantwriters.net/search-for-grants/grant-6711/
[3] https://www.bcot.ac.uk/employers/distance-learning/
[2] https://www.teacherspayteachers.com/Product/American-celebrations-MLK-Thanksgiving-4th-July-Presidents-Day-4290609
[2] https://go.playposit.com/blog/preparing-for-hyflex-instruction
[2] https://fdhl.info/dh-videos-corona/
[2] Access

Top URLs in Tweet in G2:
[26] https://catlintucker.com/2020/08/asynchronous-vs-synchronous/
[3] http://esheninger.blogspot.com/2020/08/strategies-to-foster-discourse-and.html
[2] https://wakelet.com/wake/OwR8L68b-UaHMF9CTP3Iq
[2] https://flippity.net/
[1] https://twitter.com/jmattmiller/status/1296771281879281665
[1] https://twitter.com/kenthaines/status/1295148537525698563
[1] https://twitter.com/mrhealthteacher/status/1296144333498769408
[1] https://twitter.com/theresawills/status/1296481951054954502
[1] https://www.eventbrite.com/e/supporting-new-routines-with-digital-tools-and-media-an-edcamp-experience-tickets-114698640722
[1] https://twitter.com/i/web/status/1295012334872621056

Top URLs in Tweet in G3:
[793] https://catlintucker.com/2020/08/asynchronous-vs-synchronous/
[5] http://esheninger.blogspot.com/2020/08/strategies-to-foster-discourse-and.html
[3] https://catlintucker.com/2020/08/video-conferencing-establishing-routines-online/
[3] https://ignouadmission.samarth.edu.in
[3] https://www.facebook.com/groups/SupportforOnlineLearning/?ref=share
[3] https://mackin.com/
[3] https://www.routledge.com/12-Characteristics-of-Deliberate-Homework/Youngman/p/book/9781003002413?utm_source=individuals&utm_medium=shared_link&utm_campaign=B003023_lr1_1au_7pp_d670_2020projectauthorsasselfpromoters
[2] https://catlintucker.com/2020/08/engage-elementary-students-online/
[2] https://www.edutopia.org/article/how-coach-parents-who-are-teaching-home
[2] https://catlintucker.com/2020/07/8-ideas-designed-to-engage-students-online/

Top URLs in Tweet in G4:
[10] https://www.facebook.com/DrJoeHaraszti/videos/724979218354696/
[10] Learning
[9] https://www.middleweb.com/43557/7-skills-students-need-for-distance-learning/
[8] https://catlintucker.com/2020/08/asynchronous-vs-synchronous/
[8] Can
[7] https://us02web.zoom.us/meeting/register/tZYvfuCupz8qHNJi1gNLX_FFe503FB-9WROG
[7] Remote
[7] Employees
[7] https://app.viralsweep.com/rin/70282/1098429
[7] https://katielmartin.com/2020/08/16/5-ways-to-activate-learner-agency-in-distance-learning/

Top URLs in Tweet in G5:
[100] 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
[60] http://esheninger.blogspot.com/2020/08/strategies-to-foster-discourse-and.html
[18] https://catlintucker.com/2020/08/asynchronous-vs-synchronous/
[11] https://www.cultofpedagogy.com/distance-learning/
[5] https://www.youtube.com/watch?v=wdjyi1M7TOY&feature=youtu.be

[4] https://blog.google/outreach-initiatives/education/the-anywhere-school-meet-classroom-updates/
[4] https://www.cnn.com/2020/08/10/health/online-distance-learning-schools-wellness/index.html
[3] https://www.cultofpedagogy.com/9-ways-online-teaching/
[3] https://infused.link/book
[3] https://www.edweek.org/ew/articles/2020/08/10/low-pay-and-high-risk-being-a.html?cmp=eml-enl-eu-news1&M=59643666&U=1854770&UUID=0ef774006f7ce908495467c9739fd38a

Top URLs in Tweet in G6:
[49] https://www.youtube.com/techtips411
[34] 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
[31] https://www.facebook.com/techtips411
[30] https://www.rdene915.com/
[18] https://www.wonderexplorelearn.com/category/remote-learning/
[17] https://catlintucker.com/2020/08/asynchronous-vs-synchronous/
[17] https://www.pscp.tv/apsitjen
[15] https://highr.in/events/differentiation-in-an-online-classroom-setup/
[13] http://rsheehy.blogspot.com/2020/08/tools-to-make-your-videos-awesome.html
[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

Top URLs in Tweet in G7:
[24] https://catlintucker.com/2020/08/asynchronous-vs-synchronous/
[4] https://www.youtube.com/techtips411
[3] https://learninginhand.com/classyvideos
[3] http://shapegrams.com/watermelon/
[2] https://www.youtube.com/watch?v=UEFgW--0094

[2] https://support.google.com/edu/classroom/answer/9849192
[2] https://nmaahc.si.edu/explore/nmaahc-digital-resources-guide
[2] http://esheninger.blogspot.com/2020/08/strategies-to-foster-discourse-and.html
[1] https://twitter.com/CathleenBeachbd/status/1294854699506704384
[1] https://twitter.com/i/web/status/1293593097021120515

Top URLs in Tweet in G8:
[28] https://youtube.com/c/bookandtable
[16] https://twitter.com/CathleenBeachbd/status/1294854699506704384
[13] https://blog.tcea.org/creating-a-choice-board/
[13] https://catlintucker.com/2020/08/asynchronous-vs-synchronous/
[11] https://read.bookcreator.com/mvPgY7WlzpZ0iB6KWCYbUdmFdOo2/4OSn9tu5Se-XuIltGvghcA
[8] https://mailchi.mp/tcea/tn-aug18
[8] https://twitter.com/LAMBRADLEY/status/1295012334872621056
[7] https://www.albert.io/blog/building-relationships-teaching-remotely/
[6] https://blog.tcea.org/even-more-icebreakers/
[6] https://home.edweb.net/webinar/mathlearners20200901/?platform=hootsuite&utm_campaign=HSCampaign

Top URLs in Tweet in G9:
[10] https://www.amazon.com/hz/wishlist/ls/3O1ZAMPIZVEI5?ref_=wl_share
[9] https://www.jadirectives.com/google-it-support-professional-certificate-review-coursera/
[7] https://www.amazon.com/hz/wishlist/ls/3F8KGOMWQL8BT?ref_=wl_share
[7] https://www.amazon.com/hz/wishlist/ls/6E0OE3FE8YDI?ref_=wl_share
[7] https://www.jadirectives.com/coursera-deep-learning-specialization-review/
[6] https://share.donorschoose.org/nTzvc
[5] https://www.donorschoose.org/project/can-you-see-me-now/5104545/?rf=page-dc-2020-08-ifproject-teacher_4643714&challengeid=21606976&utm_source=dc&utm_medium=page&utm_campaign=project&utm_term=teacher_4643714
[4] https://www.amazon.com/hz/wishlist/ls/1PK61EUWMU32U/ref=as_li_ss_tl?ref_=wl_share&linkCode=sl2&tag=thetickler0a-20&linkId=2289ade0adb54d48a20204e75c888ce9&language=en_US
[4] https://www.gofundme.com/url_shortener/u/ymcvjg
[4] https://www.donorschoose.org/project/i-can-provide-engaging-and-appealing-v/5083963/?challengeid=21606976

Top URLs in Tweet in G10:
[8] https://shakeuplearning.com/blog/7-ways-to-rethink-digital-assignments/
[7] https://catlintucker.com/2020/08/asynchronous-vs-synchronous/
[6] https://commonlit.org/
[5] https://sharemylesson.com/teaching-resource/ready-grow-sesame-street-communities-resources-school-readiness-325085
[5] https://sharemylesson.com/teaching-resource/embracing-learner-variability-person-and-distance-learning-helping-all-learners
[5] https://classtechtips.com/2020/08/18/creative-educator-075/
[4] https://sharemylesson.com/teaching-resource/manage-your-message-creating-clear-expectations-students-and-families-324757
[3] https://wideopenschool.org/
[3] https://sharemylesson.com/webinars
[3] https://sharemylesson.com/teaching-resource/creating-affirmative-space-all-324759

Top Domains
Top Domains in Tweet in Entire Graph:
[2515] twitter.com
[956] catlintucker.com
[238] youtube.com
[173] google.com
[169] instagram.com
[125] amazon.com
[119] teacherspayteachers.com
[119] routledge.com
[108] blogspot.com
[81] donorschoose.org

Top Domains in Tweet in G1:
[569] twitter.com
[106] instagram.com
[22] paper.li
[18] youtube.com
[16] google.com
[14] linkedin.com
[13] teacherspayteachers.com
[8] radian6.com
[7] edutopia.org
[6] co.uk

Top Domains in Tweet in G2:
[26] catlintucker.com
[15] twitter.com
[3] blogspot.com
[2] wakelet.com
[2] flippity.net
[1] eventbrite.com
[1] si.edu
[1] cultofpedagogy.com

Top Domains in Tweet in G3:
[800] catlintucker.com
[25] twitter.com
[10] mackin.com
[9] blogspot.com
[5] edu.in
[3] google.com
[3] facebook.com
[3] routledge.com
[2] edutopia.org
[2] apple.com

Top Domains in Tweet in G4:
[424] twitter.com
[70] teacherspayteachers.com
[52] youtube.com
[28] instagram.com
[26] watchourcity.com
[15] zoom.us
[15] ac.uk
[14] google.com
[14] katielmartin.com
[13] catlintucker.com

Top Domains in Tweet in G5:
[100] routledge.com
[91] twitter.com
[62] blogspot.com
[30] google.com
[20] cultofpedagogy.com
[19] catlintucker.com
[9] youtube.com
[8] edweek.org
[6] blog.google
[6] cnn.com

Top Domains in Tweet in G6:
[203] twitter.com
[76] youtube.com
[40] amazon.com
[31] facebook.com
[30] rdene915.com
[28] wonderexplorelearn.com
[22] teacherspayteachers.com
[19] google.com
[18] pscp.tv
[17] catlintucker.com

Top Domains in Tweet in G7:
[43] twitter.com
[25] catlintucker.com
[8] youtube.com
[5] google.com
[5] shapegrams.com
[3] withgoogle.com
[3] learninginhand.com
[2] blog.google
[2] edweb.net
[2] si.edu

Top Domains in Tweet in G8:
[127] twitter.com
[39] youtube.com
[37] tcea.org
[14] catlintucker.com
[13] albert.io
[11] bookcreator.com
[10] edutopia.org
[8] mailchi.mp
[8] teacherspayteachers.com
[6] studentsofhistory.com

Top Domains in Tweet in G9:
[145] twitter.com
[75] amazon.com
[66] donorschoose.org
[16] jadirectives.com
[4] gofundme.com
[4] cyberriskleaders.com
[3] catlintucker.com
[3] schoolrubric.com
[2] edmodo.com
[2] teacherspayteachers.com

Top Domains in Tweet in G10:
[71] twitter.com
[48] sharemylesson.com
[28] radian6.com
[13] shakeuplearning.com
[7] commonsense.org
[7] classtechtips.com
[7] catlintucker.com
[6] commonlit.org
[5] wideopenschool.org
[5] comsen.se

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[9371] distancelearning
[1267] onlinelearning
[1000] remotelearning
[774] edchat
[720] edtech
[710] education
[546] backtoschool
[429] teachers
[391] blendedlearning
[336] covid19



Top Hashtags in Tweet in G1:
[1277] distancelearning
[109] backtoschool
[99] remotelearning
[82] education
[73] edtech
[65] onlinelearning
[64] virtuallearning
[61] covid19
[46] firstdayofschool
[42] teachers

Top Hashtags in Tweet in G2:
[1191] distancelearning
[29] onlinelearning
[5] edchat
[4] gingervitis
[2] parents
[2] remotelearning
[2] tcrwp
[2] conferring
[2] onlineteaching
[2] edtech

Top Hashtags in Tweet in G3:
[802] onlinelearning
[99] distancelearning
[23] edchat
[22] blendedlearning
[21] remotelearning
[12] remoteteaching
[9] backtoschool
[8] mackinsummercamp
[7] education
[6] admission

Top Hashtags in Tweet in G4:
[1414] distancelearning
[164] remotelearning
[137] education
[106] edtech
[101] backtoschool
[88] onlinelearning
[58] virtuallearning
[57] elearning
[49] students
[48] edchat

Top Hashtags in Tweet in G5:
[393] distancelearning
[292] edchat
[168] remotelearning
[102] blendedlearning
[64] teacherhelp
[52] seesawchat
[45] hybridlearning
[43] googlemeet
[41] edtech
[34] elearning

Top Hashtags in Tweet in G6:
[644] distancelearning
[229] edtech
[221] education
[173] edchat
[109] k12
[109] remotelearning
[68] blendedlearning
[53] backtoschool
[44] edchateu
[40] tlap

Top Hashtags in Tweet in G7:
[444] distancelearning
[201] googleclassroom
[170] googlemeet
[109] blendedlearning
[41] remotelearning
[31] onlinelearning
[24] breakoutrooms
[19] edtech
[18] edchat
[17] googledrawings

Top Hashtags in Tweet in G8:
[495] distancelearning
[116] remotelearning
[57] edtech
[46] edchat
[30] mtbos
[30] iteachmath
[26] onlinelearning
[17] backtoschool
[17] edutwitter
[16] education

Top Hashtags in Tweet in G9:
[343] distancelearning
[68] clearthelist
[45] donorschoose
[45] amazonwishlist
[31] magentamagic
[30] teachertwitter
[26] title1
[23] clearthelists
[21] losangeles
[21] ca

Top Hashtags in Tweet in G10:
[285] distancelearning
[98] backtoschool
[55] edchat
[40] remotelearning
[33] covid19
[30] edtech
[28] backtoschool2020
[23] educhat
[16] digcit
[13] lausd

Top Words
Top Words in Tweet in Entire Graph:
[9374] #distancelearning
[3535] learning
[3139] resources
[2883] students
[2161] school
[2058] teachers
[1510] online
[1481] catlin_tucker
[1279] lambradley
[1267] #onlinelearning

Top Words in Tweet in G1:
[1277] #distancelearning
[314] learning
[305] school
[209] students
[209] day
[188] distance
[174] year
[157] first
[118] teachers
[117] online

Top Words in Tweet in G2:
[2306] resources
[1191] #distancelearning
[1155] lambradley
[1154] teachers
[1149] bombarded
[1149] overload
[1149] collecting
[46] learning
[45] catlin_tucker
[29] #onlinelearning

Top Words in Tweet in G3:
[1176] catlin_tucker
[824] learning
[802] #onlinelearning
[796] synchronous
[796] design
[796] each
[794] asynchronous
[794] vs
[794] type
[787] #blendedle

Top Words in Tweet in G4:
[1414] #distancelearning
[372] learning
[366] school
[272] students
[193] day
[185] distance
[170] year
[164] #remotelearning
[152] first
[148] online

Top Words in Tweet in G5:
[393] #distancelearning
[360] kszajner
[353] students
[292] #edchat
[235] seesaw
[178] learning
[168] #remotelearning
[155] template
[147] activities
[145] use

Top Words in Tweet in G6:
[644] #distancelearning
[271] learning
[231] #edtech
[221] #education
[173] #edchat
[173] join
[171] distance
[169] school
[158] students
[143] looking

Top Words in Tweet in G7:
[495] googleforedu
[444] #distancelearning
[220] re
[210] during
[209] virtual
[201] #googleclassroom
[194] students
[179] using
[170] #googlemeet
[169] more

Top Words in Tweet in G8:
[495] #distancelearning
[128] edutopia
[116] #remotelearning
[111] students
[103] student
[97] synchronous
[92] way
[90] resources
[84] learning
[82] help

Top Words in Tweet in G9:
[343] #distancelearning
[197] help
[129] grade
[125] project
[125] tmobile
[123] students
[109] school
[93] donorschoose
[91] teacher
[78] learning

Top Words in Tweet in G10:
[285] #distancelearning
[139] commonsenseed
[133] learning
[128] resources
[127] school
[116] students
[112] free
[98] #backtoschool
[81] year
[79] help

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1369] #distancelearning,resources
[1261] teachers,bombarded
[1261] bombarded,#distancelearning
[1261] resources,overload
[1261] overload,collecting
[1260] lambradley,teachers
[1260] collecting,resources
[1016] distance,learning
[948] asynchronous,vs
[948] vs,synchronous

Top Word Pairs in Tweet in G1:
[153] distance,learning
[105] first,day
[74] school,year
[49] day,school
[37] back,school
[35] #distancelearning,#remotelearning
[35] #remotelearning,#distancelearning
[24] #virtuallearning,#distancelearning
[22] #education,#distancelearning
[19] day,#distancelearning

Top Word Pairs in Tweet in G2:
[1155] #distancelearning,resources
[1149] teachers,bombarded
[1149] bombarded,#distancelearning
[1149] resources,overload
[1149] overload,collecting
[1148] lambradley,teachers
[1148] collecting,resources
[26] catlin_tucker,asynchronous
[26] asynchronous,vs
[26] vs,synchronous

Top Word Pairs in Tweet in G3:
[794] asynchronous,vs
[794] vs,synchronous
[794] synchronous,design
[794] design,each
[794] each,type
[794] type,learning
[788] learning,#onlinelearning
[787] catlin_tucker,asynchronous
[787] #onlinelearning,#blendedle
[377] video,conferencing

Top Word Pairs in Tweet in G4:
[163] distance,learning
[88] school,year
[83] first,day
[65] back,school
[50] #distancelearning,#remotelearning
[44] #remotelearning,#distancelearning
[38] day,school
[30] #backtoschool,#distancelearning
[26] ap,news
[26] #distancelearning,#education

Top Word Pairs in Tweet in G5:
[137] seesaw,activities
[82] #edchat,#blendedlearning
[67] during,#distancelearning
[65] making,connections
[65] connections,students
[65] students,important
[65] important,during
[64] #distancelearning,#teacherhelp
[64] #teacherhelp,#edchat
[64] mindshiftkqed,making

Top Word Pairs in Tweet in G6:
[134] distance,learning
[69] epic,ebook
[69] ebook,web
[69] web,tools
[69] tools,apps
[68] #education,#edchat
[68] apps,digital
[68] digital,librarian's
[68] librarian's,survival
[68] survival,toolkit

Top Word Pairs in Tweet in G7:
[214] googleforedu,re
[159] re,rolling
[159] rolling,features
[159] features,#googlemeet
[159] #googlemeet,ensure
[159] ensure,virtual
[159] virtual,classes
[159] classes,safe
[159] safe,secure
[159] secure,during

Top Word Pairs in Tweet in G8:
[82] interesting,way
[82] way,add
[82] add,student
[82] student,desks
[82] desks,synchronous
[82] synchronous,#distancelearning
[81] edutopia,interesting
[63] #remotelearning,#distancelearning
[46] #distancelearning,resources
[38] help,#distancelearning

Top Word Pairs in Tweet in G9:
[55] grade,teacher
[41] distance,learning
[40] hi,teach
[39] first,grade
[36] classroom,donorschoose
[36] teach,first
[36] grade,#amazonwishlist
[36] #amazonwishlist,lots
[36] lots,books
[35] check,classroom

Top Word Pairs in Tweet in G10:
[50] back,school
[44] distance,learning
[43] aftunion,aftteach
[40] free,webinar
[37] school,year
[35] #backtoschool,#distancelearning
[33] #distancelearning,aftunion
[28] #distancelearning,resources
[27] going,back
[27] school,looks

Top Replied-To
Top Replied-To in Entire Graph:
@googleforedu
@tmobile
@cultofpedagogy
@audioenhancemnt
@techlx
@rigg_alyssa
@mistymagenta11
@magentamac
@pauldarvasi
@mar29leap

Top Replied-To in G1:
@lexcommunityed
@fusd_southridge

Top Replied-To in G2:
@visiblelearning

Top Replied-To in G3:
@cbarnettedtech

Top Replied-To in G4:
@catlin_tucker
@deledaohq
@costarastrology
@ifymca
@adaclubs
@mrsbarnett_tchr
@socrative
@abc7community
@mariasearth
@salkhanacademy

Top Replied-To in G5:
@cultofpedagogy
@movelivelearn
@mrterborg
@ngsssfocus
@slidesmaniasm
@gcouros
@veburke9444
@kerriatlearning
@pedancer_wi
@baltoesol

Top Replied-To in G6:
@tpt_official
@utpubliced
@newswatchtv
@expandthevisual
@rdene915
@addenglishteach
@edcamposjr
@mcarrilloedu
@vanmccray
@mr_isaacs

Top Replied-To in G7:
@googleforedu

Top Replied-To in G8:
@michelleobama
@saravdwerf
@ldh_ed
@siliconvalleycf
@mwniehoff
@edutopia
@jstevens009
@ablinstein
@madisonsandig4
@dave_sabol

Top Replied-To in G9:
@tmobile
@mistymagenta11
@magentamac
@audioenhancemnt
@rigg_alyssa
@techlx
@evkp_
@ivanarbizu
@mar29leap
@emilylmichael

Top Replied-To in G10:
@halliewellsms
@hollenbeckms
@lisaduncanson
@capublichealth
@lausd_ldwest
@davideryu

Top Mentioned
Top Mentioned in Entire Graph:
@catlin_tucker
@lambradley
@googleforedu
@kszajner
@mtholfsen
@seesaw
@votegloriaj
@briankesinger
@erik_youngman
@edutopia

Top Mentioned in G1:
@mrjoshflores
@grantgeek
@cre8tivetpt
@cinesinbambu
@lexcommunityed
@teachwithneons
@midgetmomma1200
@maryfelizauthor
@playposit
@100daysofdh

Top Mentioned in G2:
@lambradley
@catlin_tucker
@lieberrian
@kszajner
@curiosity_films
@e_sheninger
@drchrisstem
@drnicolel
@mrsdymond_jds

Top Mentioned in G3:
@catlin_tucker
@mackinlibrary
@esucc
@kszajner
@e_sheninger
@mackinvia
@meagan_e_kelly
@mskimmartinfcps
@ms_vanryn
@educatorsresist

Top Mentioned in G4:
@youtube
@quandarygame
@arcadiaunified
@catlin_tucker
@katiemartinedu
@getting_smart
@mrssurawski_fce
@kristenthorson
@eringohl
@mrmercado674

Top Mentioned in G5:
@kszajner
@seesaw
@erik_youngman
@mindshiftkqed
@e_sheninger
@smalchow
@cu
@cultofpedagogy
@catlin_tucker
@savvaslearning

Top Mentioned in G6:
@rdene915
@lieberrian
@flipgrid
@dfishersdsu
@kat_goyette
@nsta
@catlin_tucker
@apsitjen
@burgessdave
@mattrhoads1990

Top Mentioned in G7:
@googleforedu
@tonyvincent
@catlin_tucker
@apsitnatasha
@lambradley
@kszajner
@milwaukeetool
@e_sheninger
@edutopia
@neal_at

Top Mentioned in G8:
@edutopia
@tcea
@catlin_tucker
@teacher2teacher
@learnwithalbert
@canvaslms
@mikeflynn55
@khanacademy
@lambradley
@preimers

Top Mentioned in G9:
@tmobile
@donorschoose
@teachingin116
@zoom_us
@jaegersclassrox
@natgeoeducation
@towngirl772
@chriskargol
@debbieteach2nd
@kittii31

Top Mentioned in G10:
@commonsenseed
@wideopenschool
@sharemylesson
@commonsense
@aftteach
@aftunion
@laschools
@unisonedu
@kystokes
@shakeuplearning

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@knewz_currently
@cowboyscifibot
@current_knewz
@jamesroy
@atsocialmediauk
@chidambara09
@cybersec_feeds
@evankirstel
@kibsolfuture

Top Tweeters in G1:
@powerbymomblog
@alberta411
@naomilwood
@social411now
@dianaruggontv
@_jencita_
@khaleejtimes
@jwilhelmi
@ily_b
@spyparent

Top Tweeters in G2:
@nailsncrowns
@astoldby_shy
@amsabri7
@zachnewsroom
@kcgibbons
@reddlipbandit
@schleiderjustin
@philshapiro
@margymaclibrary
@terriah01

Top Tweeters in G3:
@kibsolfuture
@liwanageugene
@beautifully_c
@epousteflante
@janfromthebruce
@yanira_hdez
@jmbeas
@bonillal1
@drpowerskhs
@ivriniel

Top Tweeters in G4:
@usatoday
@nbcla
@researchmrx
@alicekeeler
@designthinkbot
@academicchatter
@katunews
@gulf_news
@deniseoberson
@fox32news

Top Tweeters in G5:
@cowboyscifibot
@juandoming
@marcelamomberg
@shauncoffey
@ummismaelsf
@betterjobsearch
@gcouros
@justusnatuhwera
@bshep92022
@tperran

Top Tweeters in G6:
@washingtonpost
@vivmilano
@bar_zie
@flipgrid
@shannon91981
@larryferlazzo
@harassnomore
@scalarhumanity
@gdorn1
@educationweek

Top Tweeters in G7:
@bwolmers
@jdignum
@algierslady
@hirenmparekh
@newsneus
@kymburleigh
@oldmommatajuri
@publichealthmap
@onlinecrslady
@joshforprogress

Top Tweeters in G8:
@moniselseward
@hlthiskrieger
@hist616
@nikfarmath
@elizawallace27
@jcorippo
@teacher2teacher
@technolibrary
@bayougal86
@iteachmathall

Top Tweeters in G9:
@sectest9
@supersoftknits
@xaelbot
@callstadt
@tmobile
@cybersecurityn8
@learn__together
@redianbot
@michelleroseg33
@codegnuts

Top Tweeters in G10:
@nshrubs
@michelleking66
@maryanneyarde
@rweingarten
@vslost
@tonirtx
@repairrestores1
@whoistiffisme
@lanow
@pkopec17


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