distancelearning, Twitter, 5/15/2021 7:46:45 AM, 254802


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distancelearning_2021-05-14_21-36-00.xlsx
distancelearning_2021-05-14_21-36-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 15, 2021
Short Description:
distancelearning via NodeXL https://bit.ly/2RchBtr
@distancelrnbot
@cerisella1
@googleforedu
@calacademy
@albertoemachado
@connectedaction
@sharemylesson
@wonderworkshop
@mrs_orchard
@loindividualize

Top hashtags:
#distancelearning
#education
#edtech
#onlinelearning

Description:
Description
The graph represents a network of 8,147 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, 15 May 2021 at 05:16 UTC.

The requested start date was Saturday, 15 May 2021 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 46-day, 20-hour, 56-minute period from Sunday, 28 March 2021 at 19:19 UTC to Friday, 14 May 2021 at 16:15 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 : 8147
Unique Edges : 5811
Edges With Duplicates : 28241
Total Edges : 34052
Number of Edge Types : 5
Retweet : 10666
MentionsInRetweet : 13737
Mentions : 4088
Replies to : 401
Tweet : 5160
Self-Loops : 5446
Reciprocated Vertex Pair Ratio : 0.0333483146067416
Reciprocated Edge Ratio : 0.064544189283229
Connected Components : 604
Single-Vertex Connected Components : 342
Maximum Vertices in a Connected Component : 6878
Maximum Edges in a Connected Component : 32134
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.576815
Graph Density : 0.000173222631976856
Modularity : 0.306299
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 8,147 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, 15 May 2021 at 05:16 UTC.

The requested start date was Saturday, 15 May 2021 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 46-day, 20-hour, 56-minute period from Sunday, 28 March 2021 at 19:19 UTC to Friday, 14 May 2021 at 16:15 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:
[173] 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
[120] https://podcasts.apple.com/us/podcast/thriveinedu-by-rachelle-dene-poth/id1534150166
[115] https://www.rdene915.com/
[99] https://anchor.fm/rdene915
[84] http://paper.li/e-1546484200
[46] https://getbook.at/Eddie_the_Elephant
[41] https://www.instagram.com/accounts/login/
[41] https://www.shantiasiaticjaipur.com/#enquirymodel
[38] https://mylearnie.com/
[33] https://www.tomviola.com/

Top URLs in Tweet in G1:
[46] https://www.rdene915.com/
[41] https://podcasts.apple.com/us/podcast/thriveinedu-by-rachelle-dene-poth/id1534150166
[35] http://paper.li/e-1546484200
[31] https://www.instagram.com/accounts/login/
[27] https://anchor.fm/rdene915
[18] https://www.shantiasiaticjaipur.com/#enquirymodel
[14] https://learningally.org/Solutions-for-School/Educator-Blog/addressing-equity-and-access-in-an-era-of-social-distancing?utm_source=twitter&utm_medium=social_vernacular_tweet&utm_term=&utm_content=&utm_campaign=social_media_marketing
[13] https://lakewood.edu/
[11] http://www.globalshiksha.net/
[11] 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

Top URLs in Tweet in G2:
[161] 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
[79] https://podcasts.apple.com/us/podcast/thriveinedu-by-rachelle-dene-poth/id1534150166
[72] https://anchor.fm/rdene915
[66] https://www.rdene915.com/
[29] https://www.amazon.com/Complete-EdTech-Coach-Approach-Supporting/dp/1951600568
[28] https://mylearnie.com/
[23] https://www.missraesroom.com/social-emotional-learning/15-ideas-for-social-emotional-distance-learning?utm_content=buffera9eb0&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[23] https://www.shantiasiaticjaipur.com/#enquirymodel
[23] https://www.tomviola.com/
[22] https://www.wonderexplorelearn.com/hybrid-concurrent-aka-hyflex-teaching-what-i-learned-my-first-day/

Top URLs in Tweet in G3:
[7] https://web.tusculum.edu/collegeofeducation/our-programs/undergraduate-teacher-licensure/teacher-licensure-special-education/?utm_sq=gotb3gu9aa
[6] https://www.wbu.education/education/preapplication/personalinformation.aspx
[6] https://wcg.ac.uk/distancelearning
[4] https://ssec.si.edu/distancelearning
[3] https://www.instagram.com/accounts/login/
[3] https://learningally.org/Solutions-for-School/Educator-Blog/addressing-equity-and-access-in-an-era-of-social-distancing?utm_source=twitter&utm_medium=social_vernacular_tweet&utm_term=&utm_content=&utm_campaign=social_media_marketing
[2] https://studii.md/
[2] https://twitter.com/Cyberpsych_Jn/status/1369335946777333765
[2] https://www.nutanix.com/theforecastbynutanix/industry/why-the-future-of-distance-learning-might-be-gamification
[2] https://www.visionlearning.com/

Top URLs in Tweet in G4:
[3] https://twitter.com/LeanderJakobine/status/1378237693184905218
[1] https://twitter.com/LeiseRene/status/1378605205500084225
[1] https://twitter.com/i/web/status/1382064532110110728
[1] https://twitter.com/i/web/status/1382060610700075013
[1] https://twitter.com/i/web/status/1382061130324062209
[1] https://twitter.com/i/web/status/1382061318505660419
[1] https://twitter.com/i/web/status/1382064302778109954
[1] https://twitter.com/i/web/status/1382053288393195527
[1] https://twitter.com/JoannaTeglund/status/1373393856365002755
[1] https://twitter.com/TinaXentina/status/1379127076863815681

Top URLs in Tweet in G5:
[5] https://play.google.com/store/apps/details?id=com.bts.millioncenters
[4] https://shakeuplearning.com/youtube-videos/
[3] https://drive.google.com/file/d/1_fTxs6YFv0CwN96iThXLJxLWNKrHNHE5/view?usp=sharing
[2] https://docs.google.com/presentation/d/e/2PACX-1vQyarmatx8PdvH0zaiOksvqD0PACxYiyM3JNcOt_EiDMe0xtkrFsiwkHJ0e0rF1B3lb2UVowCcS2QQv/pub?start=false&loop=false&delayms=3000&slide=id.gccbae2e232_4_27
[2] https://docs.google.com/forms/d/e/1FAIpQLSdqmmmyl5Q4fidhxM4VsTQmrBjsqf88PVSck1d2ghl4bhc5eA/viewform?usp=sf_link
[1] https://blog.google/outreach-initiatives/education/teacher-appreciation-week-2021-en/
[1] https://forms.gle/pN3uDVTFDNwm1pDD8
[1] https://twitter.com/i/web/status/1275475966673014784
[1] https://www.youtube.com/watch?v=o6HDnDEwc-s

[1] https://docs.google.com/presentation/d/1CDUFzEgyQ6p5ldC461TSrMijgSyYlTVstCglSIVD8mk/edit?usp=sharing

Top URLs in Tweet in G6:
[2] https://www.calacademy.org/science-at-home
[1] https://www.calacademy.org/science-at-home/coral-reefs-ages-4-8
[1] https://twitter.com/i/web/status/1381670190174380033
[1] https://twitter.com/i/web/status/1381761299055435779
[1] https://twitter.com/i/web/status/1381927645072523268
[1] https://twitter.com/i/web/status/1382033593199857664
[1] https://twitter.com/i/web/status/1382124441887395841
[1] https://twitter.com/i/web/status/1382487333065342976
[1] https://twitter.com/i/web/status/1383016570603982850
[1] https://twitter.com/i/web/status/1384278888080191488

Top URLs in Tweet in G7:
[8] https://sharemylesson.com/teaching-resource/design-your-own-dollar-bill-329647
[7] https://sharemylesson.com/community/328056/resources?f[0]=featured_topic:328056:5:295289#main-content
[6] https://sharemylesson.com/blog/kindred-spirits-reboot
[6] https://sharemylesson.com/teaching-resource/building-trusted-spaces-and-sel-muscles-how-adults-and-students-can-heal-and
[5] https://sharemylesson.com/vc2021
[5] https://sharemylesson.com/teaching-resource/all-abilities-mindfulness-and-yoga-grand-love-330657
[5] https://sharemylesson.com/collections/cesar-chavez-dolores-huerta
[4] https://sharemylesson.com/climate
[4] https://sharemylesson.com/teaching-resource/practicing-mindfulness-holistic-life-foundation-330692
[4] https://sharemylesson.com/todays-news-tomorrows-lesson/offshore-wind

Top URLs in Tweet in G8:
[17] https://readingandwritingproject.org/events/august-writing-institute-2021
[8] https://readingandwritingproject.org/summer-institute-offerings-for-2021
[5] https://readingandwritingproject.org/pre-recorded-courses
[4] https://readingandwritingproject.org/events/august-reading-institute-2021
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=251454
[2] https://axonpark.com/7-steps-to-get-started-with-vr-training/
[1] https://twitter.com/molapus/status/1388486903868002312
[1] http://r.socialstudio.radian6.com/58f74e83-a121-4a34-ba85-75483cf50e6a
[1] https://comsen.se/2R43JRp
[1] https://twitter.com/i/web/status/1376291897157824518

Top URLs in Tweet in G9:
[11] https://www.donorschoose.org/project/emotional-exploration/5429211/?utm_source=dc&utm_medium=twitter&utm_campaign=receipt_ppf&utm_term=teacher_3847349&rf=twitter-dc-2021-04-receipt_ppf-teacher_3847349&challengeid=21528855
[7] https://www.donorschoose.org/project/listen-up/5524454/?utm_source=dc&utm_medium=twitter&utm_campaign=teacherhub&utm_term=teacher_2970241&rf=twitter-dc-2021-04-teacherhub-teacher_2970241&challengeid=20599141
[5] https://www.instagram.com/accounts/login/
[4] https://www.donorschoose.org/project/save-it-or-spend-it/5494386/?utm_source=dc&utm_medium=twitter&utm_campaign=project&utm_term=unknown&rf=twitter-dc-2021-04-project-unknown&%24web_only=true&_branch_match_id=link-915279448559142711
[4] https://www.donorschoose.org/project/summer-fun-for-second-graders/5484256/?challengeid=21564633
[3] https://amazon.com/hz/wishlist/ls
[3] https://linktr.ee/TeachJen226KCMO
[3] https://www.donorschoose.org/project/printing-with-color-is-more-fun/5555813/?challengeid=21735838
[3] https://www.amazon.com/hz/wishlist/ls/21BJFTSM4YGPI?ref_=wl_share
[3] https://www.donorschoose.org/project/positively-making-a-difference/5434473/?utm_source=dc&utm_medium=page&utm_campaign=project&utm_term=teacher_2931151&rf=page-dc-2021-02-project-teacher_2931151&challengeid=20584753

Top URLs in Tweet in G10:
[11] https://www.bestonlinecareer.com/
[7] https://www.bestonlinecareer.com/sap-ariba-online-training/
[6] https://www.bestonlinecareer.com
[3] https://www.youtube.com/watch?v=_bh3Lb0EgfA&feature=youtu.be

[3] https://www.youtube.com/watch?v=YLzZdJGSb5I&feature=youtu.be

[3] https://www.youtube.com/watch?v=bLfck-efx6U&feature=youtu.be

[3] https://www.youtube.com/watch?v=v54ikVLQfyA&feature=youtu.be

[2] https://www.facebook.com/BayAreaTechSchool/live/
[2] https://www.youtube.com/watch?v=6sESvlWeTT8&feature=youtu.be

[2] https://www.baytechschool.org/staff

Top Domains
Top Domains in Tweet in Entire Graph:
[2011] twitter.com
[474] youtube.com
[245] amazon.com
[207] sharemylesson.com
[149] donorschoose.org
[142] woobox.com
[131] teacherspayteachers.com
[121] apple.com
[117] google.com
[115] rdene915.com

Top Domains in Tweet in G1:
[719] twitter.com
[213] youtube.com
[132] woobox.com
[58] teacherspayteachers.com
[46] rdene915.com
[41] apple.com
[41] instagram.com
[39] anchor.fm
[38] google.com
[35] paper.li

Top Domains in Tweet in G2:
[376] twitter.com
[211] amazon.com
[84] robotlab.com
[81] wonderexplorelearn.com
[79] apple.com
[72] anchor.fm
[68] teacherspayteachers.com
[66] rdene915.com
[50] youtube.com
[39] zoom.us

Top Domains in Tweet in G3:
[109] twitter.com
[10] youtube.com
[9] ac.uk
[7] tusculum.edu
[6] wbu.education
[4] si.edu
[4] ow.ly
[4] google.com
[3] instagram.com
[3] learningally.org

Top Domains in Tweet in G4:
[21] twitter.com

Top Domains in Tweet in G5:
[13] google.com
[12] twitter.com
[4] shakeuplearning.com
[2] blog.google
[2] shapegrams.com
[1] forms.gle
[1] youtube.com
[1] cospaces.io
[1] visiblelearningmetax.com
[1] pdst.ie

Top Domains in Tweet in G6:
[20] twitter.com
[3] calacademy.org

Top Domains in Tweet in G7:
[205] sharemylesson.com
[33] twitter.com
[3] medium.com
[2] aft.org
[1] nabtu.org
[1] govtech.com

Top Domains in Tweet in G8:
[34] readingandwritingproject.org
[14] twitter.com
[4] radian6.com
[3] thejournal.com
[3] nodexlgraphgallery.org
[2] commonsense.org
[2] axonpark.com
[1] comsen.se
[1] paper.li
[1] venturebeat.com

Top Domains in Tweet in G9:
[105] donorschoose.org
[29] twitter.com
[8] donorschoo.se
[7] amazon.com
[5] instagram.com
[3] woobox.com
[3] linktr.ee
[1] youtu.be
[1] circletimefun.com
[1] prfire.com

Top Domains in Tweet in G10:
[66] youtube.com
[65] twitter.com
[29] bestonlinecareer.com
[22] seesaw.me
[4] weebly.com
[3] constantcontact.com
[2] facebook.com
[2] baytechschool.org
[2] canva.com
[2] curriculumassociates.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[8965] distancelearning
[1899] education
[1445] edtech
[1173] onlinelearning
[878] elearning
[804] protectthekids
[757] remotelearning
[729] edchat
[660] learning
[479] k12



Top Hashtags in Tweet in G1:
[3354] distancelearning
[669] education
[426] onlinelearning
[402] edtech
[373] elearning
[303] learning
[243] remotelearning
[238] students
[178] stem
[158] teachers

Top Hashtags in Tweet in G2:
[1398] distancelearning
[854] education
[835] edtech
[353] edchat
[305] k12
[293] onlinelearning
[233] remotelearning
[230] hybridlearning
[227] elearning
[223] sel

Top Hashtags in Tweet in G3:
[308] distancelearning
[44] education
[38] onlinelearning
[26] remotelearning
[25] learning
[23] edtech
[22] elearning
[15] covid19
[15] edchat
[14] virtuallearning

Top Hashtags in Tweet in G4:
[803] protectthekids
[357] distancelearning
[286] nocovid
[277] yestonocovid
[268] lasstschulenundkitaszu
[263] nocovidjetzt
[183] lebenretten
[67] harterlockdownjetzt
[56] harterlockdownsofort
[44] longcovid

Top Hashtags in Tweet in G5:
[165] distancelearning
[115] worldhealthday
[54] googlece
[8] wearecue
[8] edtech
[7] googleedu
[6] sacp11
[6] bettertogether
[6] bullying
[6] students

Top Hashtags in Tweet in G6:
[179] parentingtips
[151] momlife
[123] momhacks
[114] parentinglife
[107] momstruggles
[96] motherhood
[91] bluelight
[82] momboss
[82] momtruths
[68] distancelearning

Top Hashtags in Tweet in G7:
[240] distancelearning
[197] edchat
[119] covid19
[103] educhat
[33] climatechange
[23] math
[23] sel
[20] prek12
[17] mathematics
[17] k12

Top Hashtags in Tweet in G8:
[74] vr
[71] distancelearning
[55] futureofwork
[55] virtualreality
[50] ar
[49] xr
[49] tcrwp
[48] wfh
[46] technology
[46] hololens

Top Hashtags in Tweet in G9:
[164] distancelearning
[58] donorschoose
[30] allstate
[26] givethanksnotpranks
[24] teachertwitter
[16] readingplus
[15] buffalony
[13] sonic
[12] texas
[11] covid19

Top Hashtags in Tweet in G10:
[175] distancelearning
[35] sap
[30] seesawambassador
[30] seesawactivities
[23] bpslearns
[17] meditation
[17] god
[16] 5d
[15] vegan
[14] healing

Top Words
Top Words in Tweet in Entire Graph:
[8966] #distancelearning
[2627] learning
[1999] students
[1899] #education
[1445] #edtech
[1271] learn
[1216] online
[1179] more
[1173] #onlinelearning
[1130] check

Top Words in Tweet in G1:
[3354] #distancelearning
[1181] learning
[799] students
[669] #education
[649] learn
[545] online
[494] more
[454] distance
[426] #onlinelearning
[402] #edtech

Top Words in Tweet in G2:
[1398] #distancelearning
[854] #education
[835] #edtech
[495] learning
[353] #edchat
[305] #k12
[293] #onlinelearning
[251] more
[233] #remotelearning
[230] #hybridlearning

Top Words in Tweet in G3:
[308] #distancelearning
[94] learning
[71] students
[59] more
[53] distance
[53] online
[44] #education
[39] learn
[38] #onlinelearning
[27] courses

Top Words in Tweet in G4:
[803] #protectthekids
[357] #distancelearning
[286] #nocovid
[277] #yestonocovid
[268] #lasstschulenundkitaszu
[263] #nocovidjetzt
[183] #lebenretten
[164] cerisella1
[77] die
[67] #harterlockdownjetzt

Top Words in Tweet in G5:
[186] googleforedu
[165] #distancelearning
[135] during
[120] students
[120] check
[115] #worldhealthday
[115] staying
[115] healthy
[77] april
[77] 7th

Top Words in Tweet in G6:
[245] free
[222] activity
[219] calacademy
[216] pack
[199] mini
[199] marine
[199] biologist
[199] age
[199] newest
[199] explores

Top Words in Tweet in G7:
[240] #distancelearning
[233] aftunion
[224] aftteach
[205] sharemylesson
[197] #edchat
[128] lesson
[127] free
[119] #covid19
[104] students
[103] #educhat

Top Words in Tweet in G8:
[74] #vr
[71] #distancelearning
[59] august
[56] learning
[55] #futureofwork
[55] #virtualreality
[50] #ar
[49] glengilmore
[49] #xr
[49] #tcrwp

Top Words in Tweet in G9:
[164] #distancelearning
[154] donorschoose
[154] project
[119] help
[91] love
[84] students
[76] bring
[75] life
[73] check
[72] classroom

Top Words in Tweet in G10:
[175] #distancelearning
[58] seesaw
[56] youtube
[46] sap
[44] learning
[40] distance
[37] join
[35] #sap
[34] today
[32] countdown

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[717] distance,learning
[464] #protectthekids,#protectthekids
[351] learn,code
[347] win,dash
[347] dash,dot
[347] dot,robots
[346] enter,win
[346] robots,accessories
[346] accessories,wonderworkshop
[346] wonderworkshop,app

Top Word Pairs in Tweet in G1:
[310] distance,learning
[305] learn,code
[303] win,dash
[303] dash,dot
[303] dot,robots
[302] enter,win
[302] robots,accessories
[302] accessories,wonderworkshop
[302] wonderworkshop,app
[302] app,learn

Top Word Pairs in Tweet in G2:
[176] #distancelearning,#hybridlearning
[110] grab,copy
[109] copy,book
[109] book,send
[109] send,dm
[109] dm,future
[109] future,many
[109] many,educator
[109] educator,stories
[109] stories,shared

Top Word Pairs in Tweet in G3:
[40] distance,learning
[20] learn,more
[13] click,link
[12] more,information
[11] #distancelearning,#remotelearning
[10] #onlinelearning,#distancelearning
[10] #distancelearning,#education
[9] courses,available
[8] #learning,#distancelearning
[8] read,aloud

Top Word Pairs in Tweet in G4:
[464] #protectthekids,#protectthekids
[270] #protectthekids,#nocovid
[267] #nocovid,#yestonocovid
[263] #yestonocovid,#lasstschulenundkitaszu
[256] #lasstschulenundkitaszu,#distancelearning
[218] #nocovidjetzt,#nocovidjetzt
[124] #lebenretten,#lebenretten
[63] #distancelearning,sommerferien
[43] besteht,die
[43] die,chance

Top Word Pairs in Tweet in G5:
[134] during,#distancelearning
[115] check,students
[115] students,staying
[115] staying,healthy
[78] healthy,during
[77] april,7th
[77] 7th,#worldhealthday
[77] #worldhealthday,check
[76] googleforedu,april
[54] establishing,classroom

Top Word Pairs in Tweet in G6:
[216] free,activity
[216] activity,pack
[199] mini,marine
[199] marine,biologist
[199] biologist,age
[199] newest,free
[199] pack,explores
[199] incredible,coral
[198] calacademy,mini
[198] age,newest

Top Word Pairs in Tweet in G7:
[183] aftunion,aftteach
[160] #distancelearning,aftunion
[102] #covid19,#distancelearning
[102] #edchat,#educhat
[86] #educhat,#covid19
[70] lesson,plan
[52] lesson,plans
[52] #edchat,#distancelearning
[40] curated,collection
[26] miss,blog

Top Word Pairs in Tweet in G8:
[47] #vr,#ar
[47] #ar,#xr
[46] #futureofwork,#virtualreality
[46] #xr,#technology
[46] #technology,#wfh
[46] #wfh,#hololens
[45] #virtualreality,wef
[33] wef,mt
[33] mt,audreydesisto
[33] audreydesisto,ty

Top Word Pairs in Tweet in G9:
[75] help,bring
[65] donorschoose,love
[64] love,help
[63] bring,project
[63] project,life
[52] check,classroom
[52] classroom,donorschoose
[21] each,student
[21] project,help
[21] fund,project

Top Word Pairs in Tweet in G10:
[31] person,#distancelearning
[30] join,distance
[30] abc,countdown
[29] kinders,santiago_steam
[29] distance,learning
[28] letter,person
[27] countdown,seesaw
[27] seesaw,letter
[24] 2021,youtube
[24] #distancelearning,#seesawambassador

Top Replied-To
Top Replied-To in Entire Graph:
@leanderjakobine
@bildungsicherde
@tfruehmark
@nocovid_de
@stina2312
@sdvernunft
@leiserene
@sicherastrid
@wkamaubell
@huebnermobil

Top Replied-To in G1:
@heritageprimary
@gather_town
@myismagic
@studenthelp4ap
@the_dailyapple
@microsoft
@peardeck
@jamieruppert3

Top Replied-To in G2:
@learnpromethean
@levi_allison42
@heyshachi
@edutopia
@keyandpeele

Top Replied-To in G3:
@shadescreative

Top Replied-To in G4:
@leanderjakobine
@tfruehmark
@bildungsicherde
@leiserene
@sicherastrid
@sdvernunft
@stina2312
@nocovid_de
@huebnermobil
@familymsl

Top Replied-To in G5:
@kindnessldnont
@mayyoulee
@alexrkennedy1

Top Replied-To in G8:
@haroldsinnott

Top Replied-To in G9:
@wkamaubell
@moyrons
@craignewmark
@castellkim
@letsplayprek
@melissadarrow
@discoveryed
@authorjwiller
@steelcity_tutor
@msfanz85

Top Replied-To in G10:
@sdsu
@seesaw

Top Mentioned
Top Mentioned in Entire Graph:
@rdene915
@wonderworkshop
@sharemylesson
@kat_goyette
@aftunion
@aftteach
@googleforedu
@calacademy
@donorschoose
@cerisella1

Top Mentioned in G1:
@wonderworkshop
@rdene915
@sharemylesson
@kat_goyette
@aquilaeducation
@bluelightkids
@educatoralex
@shanti_asiatic
@mrs_orchard
@donorschoose

Top Mentioned in G2:
@rdene915
@kat_goyette
@thriveinedu
@iste
@educatoralex
@laslockymeghan
@mic
@tcea
@edugladiators
@edumatchbooks

Top Mentioned in G3:
@3rteachertrain
@tusculum_univ
@carrberrycreate
@tulawoof
@assignment204
@umainemachias
@schoolonlineuk
@virtualbrenda
@shssharkattack
@maarif_egitim

Top Mentioned in G4:
@cerisella1
@annette_bulut
@leiserene
@stina2312
@harzer_mom
@munichstudent
@anjakarliczek
@karl_lauterbach
@meine_kehrseite
@hbraun

Top Mentioned in G5:
@googleforedu
@sactvdsb
@shapegrams
@kvoge71
@mr_h_teacher
@occue
@visiblelearning
@stacyktweets
@dsbn
@mimg1225

Top Mentioned in G6:
@calacademy
@bluelightkids

Top Mentioned in G7:
@aftunion
@aftteach
@sharemylesson
@newshourextra
@leeandlow
@sheetalsheth
@deann4justice
@constitutionctr
@cfpb
@hlfinc

Top Mentioned in G8:
@glengilmore
@wef
@audreydesisto
@commonsenseed
@tcrwp
@kanezadiane
@charliefink
@medialearning
@cospaces_edu
@arpostus

Top Mentioned in G9:
@donorschoose
@wkamaubell
@thea_darling
@juliedupuisgme
@craignewmark
@amazon
@pcal1028
@furryfriendsdc
@charitycheetah
@mrsmccluresroom

Top Mentioned in G10:
@youtube
@seesaw
@santiago_steam
@bpstis
@bestonlinecarer
@infinitepath
@fiaoakland
@heatherlebus
@roblemvr
@tammycayuela

Top Tweeters
Top Tweeters in Entire Graph:
@paul_cude
@sectest9
@atthelp
@3_i_n
@cybersec_feeds
@chidambara09
@femtech_
@mithu796311
@aaolion
@evankirstel

Top Tweeters in G1:
@flashbloglive
@bizitalk
@animatorspal
@momsfocus
@melissatippie
@code_convention
@juandoming
@areck0001
@femalebloggerrt
@nancyrubin

Top Tweeters in G2:
@bexxmodd
@vjboopathickpt
@thedeveloperbot
@eraser
@trendsinai
@ssxman2
@calcaware
@hubofml
@friday_js_bot
@artificialbra1n

Top Tweeters in G3:
@csa_dvillamizar
@ebaya
@misshopem
@cboomervazquez
@jfmaeder
@peterrippl
@khmertimes
@ktownstriders
@yourteenmag
@gulfmalayaly

Top Tweeters in G4:
@jaquearnoux
@tumalwas
@mdraktuell
@heiderosie
@fischblog
@saintluciascafe
@zeitonline
@tagesschau
@zdf
@br24

Top Tweeters in G5:
@sdreyse
@botfemale
@jcorippo
@eddygarciavega
@pamelafalk
@googlechrome
@tarafarah7
@susiekonkle
@geofex
@libraryjournal

Top Tweeters in G6:
@diapermakeovers
@northway_debbie
@melodycrickett
@ninkaimaryam
@meesa85
@duke_unreal
@timmynolie
@__onua
@drnaziafayaz2
@gianidi2819

Top Tweeters in G7:
@jfsebastian146
@brent_nooroa
@rweingarten
@dmzhukova
@aftunion
@rysarose_05
@lauramcshanecle
@meemiescreaming
@nexina
@jarowell

Top Tweeters in G8:
@illi4141
@jblefevre60
@ipfconline1
@sfchronicle
@wef
@vrretweeter
@verizon
@fabriziobustama
@kanezadiane
@ksev4

Top Tweeters in G9:
@birdwriter7
@tmobile
@nplace1
@ynb
@hokiekat93
@craignewmark
@rrhondasutton
@heb
@castellkim
@ritawirtz

Top Tweeters in G10:
@researchmrx
@canva
@powercutmusic
@sacstate
@rain2and
@_sonyamyan_
@fresno_state
@xaidacorp
@seesaw
@coloradostateu


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