distancelearning, Twitter, 4/23/2020 8:32:41 AM, 225397


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distancelearning Twitter NodeXL SNA Map and Report for Wednesday, 22 April 2020 at 12:05 UTC
distancelearning Twitter NodeXL SNA Map and Report for Wednesday, 22 April 2020 at 12:05 UTC
From:
SMRFoundation
Uploaded on:
April 23, 2020
Short Description:
distancelearning via NodeXL https://bit.ly/2S1tsHH
@googleforedu
@iotworlds
@flipgrid
@fixingeducation
@jmattmiller
@distancelrnbot
@mtholfsen
@valentinaesl
@feralartist
@scalarhumanity

Top hashtags:
#distancelearning
#remotelearning
#covid19
#edtech
#education

Description:
Description
The graph represents a network of 16,706 Twitter users whose recent tweets contained "distancelearning", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Wednesday, 22 April 2020 at 13:05 UTC.

The tweets in the network were tweeted over the 3-day, 20-hour, 48-minute period from Saturday, 18 April 2020 at 15:16 UTC to Wednesday, 22 April 2020 at 12:04 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 : 16706
Unique Edges : 25988
Edges With Duplicates : 7943
Total Edges : 33931
Number of Edge Types : 5
Tweet : 4697
Retweet : 10674
MentionsInRetweet : 10895
Mentions : 7113
Replies to : 552
Self-Loops : 4808
Reciprocated Vertex Pair Ratio : 0.0476661718621145
Reciprocated Edge Ratio : 0.0909949622166247
Connected Components : 3322
Single-Vertex Connected Components : 1722
Maximum Vertices in a Connected Component : 8994
Maximum Edges in a Connected Component : 22054
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 6.031963
Graph Density : 9.10440405838271E-05
Modularity : 0.713393
NodeXL Version : 1.0.1.431
Graph Gallery URL : https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=225386
Data Import : The graph represents a network of 16,706 Twitter users whose recent tweets contained "distancelearning", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Wednesday, 22 April 2020 at 13:05 UTC.

The tweets in the network were tweeted over the 3-day, 20-hour, 48-minute period from Saturday, 18 April 2020 at 15:16 UTC to Wednesday, 22 April 2020 at 12:04 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 : TwitterSearch
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 : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[45] http://www.fldoe.org/newsroom/latest-news/florida-extends-distance-learning-through-remainder-of-academic-year.stml
[25] https://www.youtube.com/watch?v=kxzhAsO9ne0&feature=youtu.be&list=PLGS-YpNYBNvd64jdVQWakrNw8GPF4ZF0L

[21] https://www.cmrubinworld.com/is-covid-19-the-time-for-ai-education/
[19] https://wideopenschool.org/
[18] https://catlintucker.com/2020/04/personalizing-feedback-online/
[13] https://saviynt.com/blog/identity-and-access-governance-over-k-12-online-educational-services/?utm_source=marketbeam&utm_medium=mb-twitter
[12] http://mla-uk.com/online-and-dis
[12] http://ow.ly/IF6750z6ORV?utm_source=hootsuite&utm_medium=twitter&utm_term=explorelearning&utm_content=2cc16c86-26ef-41b1-8d31-3c8805a3db28&utm_campaign=2020-gizmo-theme-month
[11] https://chromebookapphub.withgoogle.com/distancelearning
[11] https://onlinehubng.com/tips-for-learning-from-home/

Top URLs in Tweet in G1:
[4] https://twitter.com/mommaunfiltered/status/1251855748876898306
[4] http://feeds.harvardbusiness.org/~r/harvardbusiness/~3/52OGL-dugMc/keep-your-people-learning-when-you-go-virtual
[4] https://www.teacherspayteachers.com/Store/Fishyrobb/Category/-Distance-Learning-BOOM-287615
[3] https://myinteriordesign.school/interior-design-distancelearning/
[3] http://stop.zona-m.net/2020/03/covid19-in-italy-or-making-things-as-simple-as-possible/
[3] https://amazon.com/dp/B004G08VN8
[2] https://www.kqed.org/mindshift/55743/phone-calls-become-crucial-tools-for-teachers-to-stay-in-touch-with-students
[2] https://www.kqed.org/mindshift/55679/four-core-priorities-for-trauma-informed-distance-learning
[2] https://www.buzzsprout.com/1008109/3342211-top-seo-trends-for-2020-by-the-best-seo-agency-in-dubai
[2] https://chromebookapphub.withgoogle.com/distancelearning

Top URLs in Tweet in G2:
[17] https://wideopenschool.org/
[11] http://www.cvcue.org
[10] https://classtechtips.com/2020/04/14/infused-classroom-058/
[7] https://www.youtube.com/watch?v=JekaXQP0vag&feature=youtu.be

[6] https://docs.google.com/presentation/d/1KDLHAGBKYkm5fbNJJGSEvPmqlECCVfrfs7jyPiIs3Tg/preview?slide=id.p1
[5] https://kahoot.zoom.us/webinar/register/WN_8jSzeCxfQGmAumt-PYCdQg
[5] https://flipgrid.com/5eef1995
[4] https://meetedison.com/edison-at-home/
[4] http://shapegrams.com/get/
[4] https://www.wonderexplorelearn.com/a-classroom-does-not-fit-into-a-students-home/

Top URLs in Tweet in G3:
[9] https://onlinehubng.com/tips-for-learning-from-home/
[6] https://whiteboard.fi/
[4] https://chromebookapphub.withgoogle.com/distancelearning
[4] https://zoom.us/webinar/register/WN_KnicvXppSDKFIcYxB5QhUg
[4] https://www.bookwidgets.com/blog/2020/04/follow-student-progress-live-in-google-classroom
[4] https://blog.google/outreach-initiatives/education/distancelearning-covid19/
[3] https://www.youtube.com/watch?v=2iBHChwKuTc&feature=youtu.be

[3] https://www.forward-edge.net/dl-resources/
[2] https://www.blog.google/outreach-initiatives/education/meet-for-edu/
[2] https://www.youtube.com/watch?v=j8JRg7dH4tU&feature=youtu.be


Top URLs in Tweet in G4:
[6] https://byod.peelschools.org/
[4] https://mrcshareseaseblog.wordpress.com/2020/04/20/it-isnt-a-pivot-its-a-giant-leap/
[3] https://www.controlaltachieve.com/2020/03/screencastify-remote-teaching.html
[3] https://www.youtube.com/watch?v=Bt1UHxIoAMs&feature=youtu.be

[1] https://bryanalexander.org/future-of-education/higher-education-in-fall-2020-three-pandemic-scenarios/
[1] https://www.cbc.ca/news/canada/newfoundland-labrador/how-mun-profs-shifted-their-courses-from-the-classroom-1.5534863
[1] https://www.washingtonpost.com/local/education/fairfax-schools-online-learning-blackboard/2020/04/18/3db6b19c-80b5-11ea-9040-68981f488eed_story.html
[1] https://www.theguardian.com/education/2020/apr/19/teachers-england-condemn-speculation-school-reopenings-coronavirus-lockdown
[1] https://www.theatlantic.com/ideas/archive/2020/04/just-give-distance-learning/610222/
[1] https://www.yorkregion.com/news-story/9955135--i-am-not-learning-covid-19-widens-gap-between-york-region-public-private-education/

Top URLs in Tweet in G5:
[45] http://www.fldoe.org/newsroom/latest-news/florida-extends-distance-learning-through-remainder-of-academic-year.stml
[5] https://www.ocps.net/cms/One.aspx?portalId=54703&pageId=1404923
[2] https://twitter.com/EducationFL/status/1251616961215291392
[1] https://twitter.com/alalibrary/status/1251900875653763072
[1] http://www.fldoe.org/newsroom/blogs/have-more-control-over-your-virtual-classroom.stml
[1] http://launch.ocps.net
[1] https://www.youtube.com/watch?v=EMkB07ozhCM&feature=youtu.be

[1] https://www.edweek.org/ew/articles/2020/03/16/remember-online-learning-isnt-the-only-way.html
[1] https://audioenhancement.com/video/
[1] https://www.youtube.com/watch?v=jGdrOBG7ydg&feature=youtu.be


Top URLs in Tweet in G6:
[5] https://commons.deped.gov.ph/categories/75bec933-dbb9-472f-af46-ca4ff0c96fa7
[4] https://www.youtube.com/watch?v=bPRL_N6INbw&feature=youtu.be

[4] https://go.vistahigherlearning.com/vhlvc-webinars
[3] https://docs.google.com/document/d/1F5R1hmRtQBF_hLi9UPSy84ZeFGPyNjGF0YXlAYBAklQ/edit?usp=drivesdk
[2] https://www.youtube.com/watch?v=-irlwKwSMY0&feature=youtu.be

[2] https://twitter.com/playbill/status/1252694600743092227
[2] https://commonsense.zoom.us/webinar/register/WN_xBaCJzSORUWOLzCeZXguKA
[2] https://www.youtube.com/watch?v=af_iEpaKbRw&feature=youtu.be

[1] https://twitter.com/matgabs/status/1252271967840935945
[1] https://twitter.com/anna09111822/status/1252338195460763648

Top URLs in Tweet in G7:
[11] https://sharemylesson.com/teaching-resource/distance-learning-ells-what-have-we-learned-so-far-322064
[7] https://www.pbs.org/newshour/extra/daily-videos/social-dis-dancing-anyone-lessons-of-empathy-and-uplift-from-covid-19/
[6] https://chssp.ucdavis.edu/blog/earthday
[5] https://sharemylesson.com/blog/parent-perspective-covid-19
[4] https://sharemylesson.com/climate
[4] https://dumfrieses.pwcs.edu/class_pages/1st_grade/mrs__breeden
[3] https://sites.google.com/aps.edu/woomusic/home
[2] https://wjla.com/news/local/dc-chemistry-teacher-transforms-kitchen-into-classroom-to-teach-students-from-home
[2] https://twitter.com/MSTA/status/1252267804679712770
[2] https://seidlitzeducation.com/compelling-social-studies

Top URLs in Tweet in G8:
[10] https://www.amazon.com/hz/wishlist/ls/WK8I7VTU56LK/ref=as_li_ss_tl?ref_=wl_share&linkCode=sl2&tag=thetickler0a-20&linkId=6cf89b90916934770cfe00d6ec944331&language=en_US
[6] https://kerry-tracy.mykajabi.com/stemcon2020?affiliate=dryen
[6] https://www.youtube.com/watch?v=GGaVNA1-oso&feature=youtu.be

[5] https://www.amazon.com/hz/wishlist/ls/3BANDD31Q0CHG?ref_=wl_share
[4] https://docs.google.com/forms/d/e/1FAIpQLScEYPC9oLuCVLsXLT2v5PluhRGsYnkfp4KwAKq9nPi1OqMwlQ/viewform
[3] https://www.unlimitedteacher.com/single-post/2018/07/03/Increase-Efficiency-The-Latest-Tip-from-a-Pro-Time-Educator
[2] https://register.gotowebinar.com/register/6954281709369785867
[2] https://www.amazon.com/Jordi-Porta-Cherry-Math/dp/B085QG5M56/ref=sr_1_1?keywords=Cherry.&qid=1584013815&s=digital-skills&sr=1-1
[2] https://www.amazon.com/hz/wishlist/ls/1LDRJFOXXJ1EU?ref_=wl_share
[2] https://www.donorschoose.org/project/we-take-pride-in-our-pbis-skills-part-1/4778741/?challengeid=208861

Top URLs in Tweet in G9:
[6] https://www.cde.ca.gov/ls/cg/mh/studentcrisishelp.asp
[5] http://www.mathproblemoftheday.com
[5] https://blog.summitlearning.org/2020/04/adapting-to-learning-outside-the-classroom/
[4] https://sites.google.com/bcoe.org/distancelearning-covid19
[2] https://www.edutopia.org/article/bringing-benefits-your-morning-meetings-online
[2] https://www.edutopia.org/article/why-learning-home-should-more-self-directed-and-less-structured
[2] https://www.edutopia.org/article/formative-assessment-distance-learning
[2] https://www.pausd.org/explore-pausd/news/special-education-teachers-navigate-new-norms-distance-learning
[1] https://www.wooclap.com/en/distance-learning/
[1] https://www.edutopia.org/article/4-tips-supporting-learning-home

Top URLs in Tweet in G10:
[5] https://teachlivingpoets.com/2020/04/19/considering-elegy-with-clint-smith-danez-smith-poems/
[3] https://apnews.com/a3e86445d1387ecd8d1df8f9f7743e1f
[2] http://ditchthattextbook.com/online-whiteboard/
[2] https://media.netflix.com/en/company-blog/free-educational-documentaries
[2] https://podcasts.apple.com/us/podcast/startedup-podcast/id1190995056
[2] https://www.eschoolnews.com/guides/
[2] https://quandarygame.org/resources/
[2] https://theconversation.com/a-philosopher-answers-everyday-moral-dilemmas-in-a-time-of-coronavirus-136035
[2] https://www.youtube.com/watch?v=I-jwSk-HbzM&feature=youtu.be

[2] https://www.youtube.com/watch?v=YVHzZbYlPe8&feature=youtu.be


Top Domains
Top Domains in Tweet in Entire Graph:
[1019] twitter.com
[494] youtube.com
[239] instagram.com
[197] google.com
[71] teacherspayteachers.com
[58] zoom.us
[52] co.uk
[47] linkedin.com
[46] fldoe.org
[43] amazon.com

Top Domains in Tweet in G1:
[214] twitter.com
[163] instagram.com
[71] youtube.com
[34] google.com
[21] linkedin.com
[19] teacherspayteachers.com
[10] facebook.com
[8] blogspot.com
[8] spearhead-training.com
[7] wordpress.com

Top Domains in Tweet in G2:
[100] twitter.com
[71] youtube.com
[20] google.com
[19] wideopenschool.org
[17] radian6.com
[13] classtechtips.com
[11] okt.to
[11] wonderexplorelearn.com
[11] cvcue.org
[10] microsoft.com

Top Domains in Tweet in G3:
[55] twitter.com
[26] google.com
[22] youtube.com
[17] teq.com
[11] blog.google
[10] withgoogle.com
[9] onlinehubng.com
[7] instagram.com
[6] whiteboard.fi
[6] zoom.us

Top Domains in Tweet in G4:
[16] twitter.com
[9] youtube.com
[7] wordpress.com
[6] peelschools.org
[4] controlaltachieve.com
[3] instagram.com
[2] google.com
[2] zoom.us
[1] bryanalexander.org
[1] cbc.ca

Top Domains in Tweet in G5:
[46] fldoe.org
[6] ocps.net
[5] youtube.com
[4] twitter.com
[2] facebook.com
[1] edweek.org
[1] audioenhancement.com
[1] evergladesliteracy.org
[1] floridadaily.com

Top Domains in Tweet in G6:
[42] youtube.com
[25] twitter.com
[11] instagram.com
[6] coursehero.com
[5] gov.ph
[5] google.com
[4] vistahigherlearning.com
[3] minecraft.net
[2] wynfordtwg.com
[2] microsoft.com

Top Domains in Tweet in G7:
[38] sharemylesson.com
[22] twitter.com
[7] pbs.org
[6] ucdavis.edu
[5] google.com
[4] pwcs.edu
[3] kqed.org
[3] zoom.us
[3] seidlitzeducation.com
[3] rocketshipschools.org

Top Domains in Tweet in G8:
[126] twitter.com
[29] amazon.com
[16] youtube.com
[11] donorschoose.org
[6] mykajabi.com
[5] gotowebinar.com
[5] askmykid.com
[5] teacherspayteachers.com
[5] google.com
[3] unlimitedteacher.com

Top Domains in Tweet in G9:
[12] twitter.com
[10] edutopia.org
[8] ca.gov
[5] mathproblemoftheday.com
[5] google.com
[5] summitlearning.org
[5] pausd.org
[2] facebook.com
[2] edweek.org
[2] hlpaction.com

Top Domains in Tweet in G10:
[16] youtube.com
[6] teacherspayteachers.com
[5] ditchthattextbook.com
[5] teachlivingpoets.com
[4] twitter.com
[3] apple.com
[3] eschoolnews.com
[3] quandarygame.org
[3] apnews.com
[2] netflix.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[11253] distancelearning
[1761] remotelearning
[614] covid19
[463] edtech
[439] education
[416] onlinelearning
[369] edchat
[308] coronavirus
[286] learning
[257] googlemeet



Top Hashtags in Tweet in G1:
[2066] distancelearning
[151] remotelearning
[114] education
[112] covid19
[88] onlinelearning
[67] elearning
[61] coronavirus
[58] stayhome
[58] edchat
[55] edtech

Top Hashtags in Tweet in G2:
[1056] distancelearning
[375] remotelearning
[111] microsoftedu
[103] edtech
[66] earthday
[56] microsoftteams
[48] covid19
[47] onlinelearning
[38] inthistogetherdubai
[35] edchat

Top Hashtags in Tweet in G3:
[783] distancelearning
[186] googlemeet
[89] remotelearning
[63] edtech
[27] googleedu
[25] eduonair
[24] googleclassroom
[21] onlinelearning
[20] education
[20] distanceteaching

Top Hashtags in Tweet in G4:
[221] distancelearning
[15] kindergarten
[11] remotelearning
[11] googleclassroom
[10] designthinking
[9] onted
[9] ipad
[9] remoteteaching
[9] teamwork
[8] peel21st

Top Hashtags in Tweet in G5:
[111] distancelearning
[44] fledu
[16] breaking
[13] covid19
[7] ocpsdistanceassistance
[6] lunchdistribution
[5] kindergarten
[5] florida
[4] falconssoar
[3] mdcpslearns

Top Hashtags in Tweet in G6:
[318] distancelearning
[16] covid19
[16] edtech
[15] minecraftedu
[15] covid19wl
[14] remotelearning
[11] adaptabilityiskey
[10] elearning
[9] digitallearning
[9] onlinelearning

Top Hashtags in Tweet in G7:
[338] distancelearning
[45] edchat
[38] ells
[30] remotelearning
[26] covid19
[23] coronavirus
[20] earthday
[20] ellchat
[16] ramadan
[15] covd19

Top Hashtags in Tweet in G8:
[500] distancelearning
[225] clearthelist
[202] remotelearning
[169] cheerthelist
[166] shrinkthelist
[165] covidー19
[163] attitudeofgratitude
[124] teacherstrong
[116] stayathome
[115] covidstrong

Top Hashtags in Tweet in G9:
[107] distancelearning
[21] covid19
[12] udl
[11] fermi
[11] fermified
[11] staysafe
[11] wemissyou
[8] problemoftheday
[7] remotelearning
[7] thankyouhealthcareworkers

Top Hashtags in Tweet in G10:
[179] remotelearning
[102] distancelearning
[25] gbl
[16] edtech
[13] onlinelearning
[12] sel
[12] math
[12] homeschool
[12] gamification
[10] gamebasedlearning

Top Words
Top Words in Tweet in Entire Graph:
[20148] Words in Sentiment List#1: Positive
[4571] Words in Sentiment List#2: Negative
[4] Words in Sentiment List#3: Angry/Violent
[497899] Non-categorized Words
[522618] Total Words
[18461] #distancelearning
[3741] learning
[3456] students
[2912] #remotelearning
[2350] more

Top Words in Tweet in G1:
[2078] #distancelearning
[380] learning
[337] students
[190] distance
[174] week
[172] today
[165] day
[162] more
[157] school
[153] #remotelearning

Top Words in Tweet in G2:
[2137] #distancelearning
[784] #remotelearning
[459] students
[322] #edtech
[322] flipgrid
[274] check
[271] more
[268] learning
[249] help
[222] support

Top Words in Tweet in G3:
[1632] #distancelearning
[620] more
[337] educators
[315] students
[294] #googlemeet
[271] tips
[262] resources
[259] tools
[235] learning
[235] live

Top Words in Tweet in G4:
[558] #distancelearning
[330] images
[220] locked
[157] week
[157] learning
[151] google
[119] slides
[116] quick
[116] enjoy
[115] creating

Top Words in Tweet in G5:
[448] #distancelearning
[397] year
[383] florida
[379] learning
[376] distance
[368] richardcorcoran
[368] remainder
[368] academic
[365] #fledu
[353] #covid19

Top Words in Tweet in G6:
[504] #distancelearning
[132] students
[129] time
[80] learn
[69] learning
[68] during
[63] more
[58] week
[57] teachers
[53] #remotelearning

Top Words in Tweet in G7:
[486] #distancelearning
[153] home
[130] students
[126] writing
[124] reading
[122] listening
[122] speaking
[113] newest
[106] activities
[98] ll

Top Words in Tweet in G8:
[710] #distancelearning
[280] #remotelearning
[262] #clearthelist
[214] #teacherstrong
[194] #covidstrong
[180] #stayathome
[179] #cheerthelist
[176] #covidー19
[174] #attitudeofgratitude
[168] #coronavirus

Top Words in Tweet in G9:
[266] #distancelearning
[112] students
[93] teachers
[85] learning
[82] thank
[76] math
[76] #problemoftheday
[73] huge
[73] supporting
[73] campaign

Top Words in Tweet in G10:
[332] #distancelearning
[255] use
[193] #remotelearning
[187] #onlinelearning
[181] #elearning
[180] #ditchbook
[135] during
[122] video
[103] whiteboard
[103] details

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1790] distance,learning
[917] #remotelearning,#distancelearning
[644] #distancelearning,#remotelearning
[480] during,#distancelearning
[464] #covid19,#distancelearning
[436] 2019,2020
[426] closed,remainder
[425] remainder,2019
[408] #onlinelearning,#distancelearning
[384] 12,schools

Top Word Pairs in Tweet in G1:
[171] distance,learning
[55] #remotelearning,#distancelearning
[38] #distancelearning,#remotelearning
[29] week,#distancelearning
[29] #distancelearning,#onlinelearning
[25] #distancelearning,#distanceteaching
[21] during,#distancelearning
[20] learn,more
[20] covid,19
[19] #elearning,#distancelearning

Top Word Pairs in Tweet in G2:
[317] #remotelearning,#distancelearning
[98] #distancelearning,#remotelearning
[85] distance,learning
[76] read,alouds
[76] #reading,#remotelearning
[74] #distancelearning,#teacher
[73] read,aloud
[72] books,read
[72] aloud,amazing
[72] amazing,site

Top Word Pairs in Tweet in G3:
[180] live,streaming
[161] rolling,#googlemeet
[161] #googlemeet,features
[161] more,#distancelearning
[159] features,give
[159] give,educators
[159] educators,more
[159] more,control
[159] control,over
[159] over,meetings

Top Word Pairs in Tweet in G4:
[119] google,slides
[112] #distancelearning,tvdsb
[110] interested,creating
[110] creating,interactive
[110] interactive,google
[110] slides,locked
[110] locked,images
[110] images,quick
[110] quick,tutorial
[110] tutorial,showing

Top Word Pairs in Tweet in G5:
[374] distance,learning
[368] academic,year
[365] year,#fledu
[328] 2019,2020
[328] #covid19,#distancelearning
[327] 12,schools
[324] remainder,2019
[323] govrondesantis,commissioner
[323] commissioner,education
[323] education,richardcorcoran

Top Word Pairs in Tweet in G6:
[39] saboridof,tdelgiudice614
[39] tdelgiudice614,senoraschlegel
[39] senoraschlegel,prhsspanish
[38] #remotelearning,#distancelearning
[30] tech,chat
[28] distance,learning
[26] during,#distancelearning
[26] chat,#3
[26] interpersonal,mode
[25] time,more

Top Word Pairs in Tweet in G7:
[122] listening,speaking
[122] speaking,reading
[122] reading,writing
[111] writing,home
[111] home,#distancelearning
[92] newest,edition
[92] edition,listening
[92] #distancelearning,activities
[92] activities,outdoors
[92] outdoors,ll

Top Word Pairs in Tweet in G8:
[181] #teacherstrong,#covidstrong
[179] #distancelearning,#remotelearning
[179] #cheerthelist,#clearthelist
[174] #attitudeofgratitude,#distancelearning
[174] #remotelearning,#covidー19
[174] #stayathome,#teacherstrong
[163] let's,#cheerthelist
[163] #clearthelist,#shrinkthelist
[163] #shrinkthelist,#attitudeofgratitude
[163] #covidー19,#coronavirus

Top Word Pairs in Tweet in G9:
[76] #distancelearning,math
[76] math,#problemoftheday
[73] huge,thank
[73] #problemoftheday,campaign
[71] supporting,students
[71] students,teachers
[67] teachers,nation
[67] nation,#distancelearning
[55] thank,wwe
[55] wwe,superstar

Top Word Pairs in Tweet in G10:
[108] #distancelearning,#elearning
[105] during,#remotelearning
[102] whiteboard,during
[102] #remotelearning,use
[102] #ditchbook,#onlinelearning
[102] #onlinelearning,#distancelearning
[89] video,meetings
[83] wish,use
[83] use,whiteboard
[83] use,apps

Top Replied-To
Top Replied-To in Entire Graph:
@khda
@support_a_teach
@unescoyaounde
@gems_me
@mezzopwr
@krazy_4_kinder
@authorjwiller
@joboaler
@ljcromp
@microsoftteams

Top Replied-To in G2:
@flipgrid
@microsoftteams
@iopscotland
@commonsenseed
@brookfieldsm3
@taralson
@glose_ed
@google
@themusicweaver
@seesaw

Top Replied-To in G3:
@googleforedu
@briennepeers
@principalk_aps
@paulgarvey4
@dubai_teachmeet
@trainingwithbm
@mreliotwilliams
@edulastic
@edpuzzle
@google

Top Replied-To in G4:
@robdipro
@coachjcummings
@peelschools
@mrspagett_csv
@juninfsattracta
@silvercreekps
@fmsslibrary

Top Replied-To in G5:
@govrondesantis

Top Replied-To in G6:
@flenj
@profesorarrizon
@googlejamboard
@browardschools
@yrdsb
@samiyaadeel
@mmecarbonneau
@tmsaue1
@dearingdolphins
@usnewseducation

Top Replied-To in G7:
@lindseyblass1
@michaelpetrilli
@mssalvac
@karenvaites
@mshintonsainz
@oceanteacherd
@kat_goyette
@williamfranzell
@apslz2

Top Replied-To in G8:
@support_a_teach
@mezzopwr
@krazy_4_kinder
@authorjwiller
@joboaler
@nicholasferroni
@socialstudiestx
@witchyjen27
@dailystem

Top Replied-To in G9:
@msnbc
@edutopia
@aka_realdirty
@latimes
@knkxfm
@usnewseducation
@mindshiftkqed
@educationweek

Top Replied-To in G10:
@eschoolnews
@luckybydesign
@microsoftteams

Top Mentioned
Top Mentioned in Entire Graph:
@richardcorcoran
@govrondesantis
@flipgrid
@mal_hothaly
@khda
@seesaw
@googleforedu
@tvdsb
@ladywesner
@zoom_us

Top Mentioned in G1:
@alexandramedia
@mrskellycrw
@admacallstars
@prism_social
@stjohnscen20
@onosgregg
@intschools
@captivoice

Top Mentioned in G2:
@flipgrid
@seesaw
@khda
@microsoftteams
@zoom_us
@nearpod
@onenoteedu
@microsoftedu
@themerrillsedu
@cogswell_ben

Top Mentioned in G3:
@googleforedu
@googlearts
@natlparkservice
@google
@apsinstructtech
@appleedu
@google_meet
@googleearth
@lead4changeorg
@gpbeducation

Top Mentioned in G4:
@tvdsb
@peelschools
@the_mulc
@soni_gill1214
@tinkercad
@tonypontesps
@allanamartinps
@2013clelia
@ugdsb
@eitctravels

Top Mentioned in G5:
@richardcorcoran
@govrondesantis
@ocpsnews
@weartv
@scpsinfo
@osceolaschools
@pascoschools
@twms_falcons
@hillsboroughsch
@volusiaschools

Top Mentioned in G6:
@youtube
@saboridof
@tdelgiudice614
@senoraschlegel
@prhsspanish
@flenj
@ycdsb
@tcdsb
@njea
@njaisnews

Top Mentioned in G7:
@aftunion
@aftteach
@colorincolorado
@larryferlazzo
@sharemylesson
@valentinaesl
@supporteduc
@newshourextra
@mssalvac
@ladramancilla

Top Mentioned in G8:
@support_a_teach
@amazon
@dailystem
@tpt_official
@biscottinicole
@marisaethompson
@kavitatanna
@inspirecitizen1
@inspirecitizen2
@senorg

Top Mentioned in G9:
@alexabliss_wwe
@niajaxwwe
@cadepted
@gavinnewsom
@sccoe
@rcollinsjudon
@quezada1229
@edutopia
@chefjoseandres
@yonkersschools

Top Mentioned in G10:
@thinknoodle
@netflix
@conversationus
@hubbardtylerisd
@mrthompsonwood
@msniamhbrady
@ap
@seesaw
@hachen2nd
@dir21klearning

Top Tweeters
Top Tweeters in Entire Graph:
@virginmedia
@sectest9
@alhanda
@atsocialmediauk
@syuu1228
@indiegametrends
@supstreamersrt2
@evankirstel
@bkindngood
@cybersec_feeds

Top Tweeters in G1:
@trendolizer
@tmucall
@thepbg
@ixtumea
@iamdrwill
@bconnolly00
@keny_berd
@_forevahpretty
@traveljenn
@hahahamid

Top Tweeters in G2:
@calcaware
@windows
@wagjuer
@skype
@fox40
@flipgrid
@liolicious
@vice
@durff
@civil_war_elect

Top Tweeters in G3:
@syuu1228
@nytimes
@squizzradical
@pakistanimn
@glasgow_watch
@cindyfsolomon
@gdtrble
@koinnews
@newsneus
@r_quazzy

Top Tweeters in G4:
@designthinkbot
@feralartist
@dougpete
@margymaclibrary
@normsworld
@ericaehm
@bonstewart
@acampbell99
@jhengstler
@peelschools

Top Tweeters in G5:
@jentromans
@neoavatara
@f4phantomphan89
@jonathanfarris0
@news6wkmg
@jenvargas
@weartv
@neomd71
@sheslikewhoaaa
@tv_leader

Top Tweeters in G6:
@pkanagaratnam
@hardistymark
@mr_isaacs
@doinktweets
@lavenderranger
@realcruzhenry
@playbill
@office365
@kdmiller4
@ooredooqatar

Top Tweeters in G7:
@raesnape
@larryferlazzo
@korytellers
@newshour
@macchica26
@rweingarten
@womened
@shellterrell
@bethhill2829
@alexanderrusso

Top Tweeters in G8:
@cipherequality
@lcoco37
@gigabytemag
@javarisneely
@maperez324
@nplace1
@lowellroemer
@gdorn1
@burgessdave
@lookforsun

Top Tweeters in G9:
@selenathewinner
@abc7news
@bbcworld
@abc
@cnn
@latimes
@thefiretracker2
@wwefan387
@ajenglish
@dadez33

Top Tweeters in G10:
@phendricks71
@ajgma
@ap
@gnaomimartin
@pageman
@bootsie5
@epousteflante
@sardimperium
@twilgaming
@wickeddecent


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