distancelearning, Twitter, 6/10/2021 12:40:12 PM, 256591


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distancelearning_2021-06-10_01-42-49.xlsx
distancelearning_2021-06-10_01-42-49.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 10, 2021
Short Description:
distancelearning via NodeXL https://bit.ly/3gcyCxg
@distancelrnbot
@calacademy
@sharemylesson
@wonderworkshop
@albertoemachado
@mrs_orchard
@jurijkovalenok1
@educatoralex
@loindividualize
@tcea

Top hashtags:
#distancelearning
#education
#onlinelearning
#edtech

Description:
Description
The graph represents a network of 7,295 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, 10 June 2021 at 09:22 UTC.

The requested start date was Thursday, 10 June 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 55-day, 6-hour, 4-minute period from Thursday, 15 April 2021 at 10:00 UTC to Wednesday, 09 June 2021 at 16:05 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 : 7295
Unique Edges : 5125
Edges With Duplicates : 28135
Total Edges : 33260
Number of Edge Types : 5
Mentions : 4141
Retweet : 10486
MentionsInRetweet : 13123
Tweet : 5358
Replies to : 152
Self-Loops : 5653
Reciprocated Vertex Pair Ratio : 0.0319740969341293
Reciprocated Edge Ratio : 0.061966859496029
Connected Components : 515
Single-Vertex Connected Components : 273
Maximum Vertices in a Connected Component : 6196
Maximum Edges in a Connected Component : 31602
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.372484
Graph Density : 0.000191675469881166
Modularity : 0.271929
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 7,295 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, 10 June 2021 at 09:22 UTC.

The requested start date was Thursday, 10 June 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 55-day, 6-hour, 4-minute period from Thursday, 15 April 2021 at 10:00 UTC to Wednesday, 09 June 2021 at 16:05 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:
[145] https://podcasts.apple.com/us/podcast/thriveinedu-by-rachelle-dene-poth/id1534150166
[134] 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
[89] http://paper.li/e-1546484200
[88] https://www.rdene915.com/
[87] https://www.youtube.com/user/anbukumar73
[79] https://anchor.fm/rdene915
[70] https://www.amazon.com/kindle-dbs/entity/author/B01N1WWDQA?_encoding=UTF8&node=283155&offset=0&pageSize=12&searchAlias=stripbooks&sort=author-sidecar-rank&page=1&langFilter=default#formatSelectorHeader
[59] https://www.eteachers.co/e-teachers-education/
[54] https://www.shantiasiaticjaipur.com/#enquirymodel
[46] https://www.amazon.com/Complete-EdTech-Coach-Approach-Supporting/dp/1951600568

Top URLs in Tweet in G1:
[48] https://podcasts.apple.com/us/podcast/thriveinedu-by-rachelle-dene-poth/id1534150166
[39] http://paper.li/e-1546484200
[34] https://www.rdene915.com/
[27] https://www.instagram.com/accounts/login/
[24] https://www.shantiasiaticjaipur.com/#enquirymodel
[23] https://www.amazon.com/kindle-dbs/entity/author/B01N1WWDQA?_encoding=UTF8&node=283155&offset=0&pageSize=12&searchAlias=stripbooks&sort=author-sidecar-rank&page=1&langFilter=default#formatSelectorHeader
[23] https://anchor.fm/rdene915
[21] https://www.eteachers.co/e-teachers-education/
[17] https://teach-smarter-not-harder.teachable.com/p/teach-smarter-not-harder1
[15] https://www.globalshiksha.net/

Top URLs in Tweet in G2:
[122] 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
[94] https://podcasts.apple.com/us/podcast/thriveinedu-by-rachelle-dene-poth/id1534150166
[73] https://www.youtube.com/user/anbukumar73
[56] https://anchor.fm/rdene915
[53] https://www.rdene915.com/
[46] https://www.amazon.com/kindle-dbs/entity/author/B01N1WWDQA?_encoding=UTF8&node=283155&offset=0&pageSize=12&searchAlias=stripbooks&sort=author-sidecar-rank&page=1&langFilter=default#formatSelectorHeader
[38] https://www.eteachers.co/e-teachers-education/
[37] https://www.amazon.com/Complete-EdTech-Coach-Approach-Supporting/dp/1951600568
[29] https://mylearnie.com/
[23] https://savedbythebeldin.net/2020/10/17/top-60-edtech-tools-for-remote-learning/?utm_content=bufferddaee&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G3:
[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
[6] 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://woobox.com/we297n/npcqlk
[3] https://www.donorschoose.org/project/learning-to-teach-with-toons-and-diverse/5600240/?utm_source=dc&utm_medium=twitter&utm_campaign=project&utm_term=teacher_3847349&rf=twitter-dc-2021-06-project-teacher_3847349&challengeid=21528855&%24web_only=true&_branch_match_id=link-930480412541740296
[3] https://amazon.com/hz/wishlist/ls
[3] https://linktr.ee/TeachJen226KCMO
[3] https://woobox.com/krdg7k/nrin2z
[3] https://woobox.com/we297n
[3] https://www.donorschoose.org/project/printing-with-color-is-more-fun/5555813/?challengeid=21735838

Top URLs in Tweet in G4:
[8] https://web.tusculum.edu/collegeofeducation/our-programs/undergraduate-teacher-licensure/teacher-licensure-special-education/?utm_sq=gotb3gu9aa
[6] https://wcg.ac.uk/distancelearning
[3] https://www.instagram.com/accounts/login/
[2] https://www.visionlearning.com/
[2] https://www.edutopia.org/video/how-foster-kindness-during-distance-learning
[2] https://www.idahoptv.org/learn/distanceLearning/classroomIdaho/
[2] https://www.ncela.ed.gov/
[2] 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] http://www.elementarymatters.com/2017/08/have-you-heard-about-boom-digital-task.html
[2] http://www.opfutsal.com/distancelearning

Top URLs in Tweet in G5:
[25] https://www.aft.org/education/aft-teach
[11] https://sharemylesson.com/blog/project-based-learning
[9] https://sharemylesson.com/community/328056/resources?f[0]=featured_topic:328056:5:295289#main-content
[9] https://sharemylesson.com/teaching-resource/virtual-zumba-exercise-party-your-body-part-2-330666
[6] https://aft.zoom.us/meeting/register/tJcrcOmorDkiE9FRcmXhc-2FsJVuYoJkhGeK
[6] https://sharemylesson.com/collections/memorial-day-lesson-plans-resources
[6] https://sharemylesson.com/teaching-resource/building-trusted-spaces-and-sel-muscles-how-adults-and-students-can-heal-and
[5] https://sharemylesson.com/teaching-resource/formative-assessments-using-google-forms-330561
[5] https://sharemylesson.com/teaching-resource/judaism-and-jewish-history-teacher-guides-and-lesson-materials-266559
[5] https://sharemylesson.com/collections/mental-health-awareness

Top URLs in Tweet in G6:
[4] https://www.flocabulary.com/topics/week-in-rap/?utm_source=social&utm_medium=twitter&utm_campaign=week-in-rap
[3] https://docs.google.com/presentation/d/e/2PACX-1vRpNV_ZDXqP6tOf9LshDv2GgzJvpXBHfBuAiQ4JNmQAx4U8w-ivGHwJuJsWfqZiceJGEobj7sQNuGD0/pub?start=false&loop=false&delayms=3000
[3] https://www.canva.com/design/DAEQrng6FjQ/dNV3E1HzGckChNKPOTSzxg/view?utm_content=DAEQrng6FjQ&utm_campaign=designshare&utm_medium=link&utm_source=sharebutton
[3] https://www.flocabulary.com/topics/week-in-rap-junior/?utm_source=social&utm_medium=twitter&utm_campaign=week-in-rap-jr
[2] https://mathbeforebed.com/
[1] https://www.youtube.com/watch?v=tnWcLlEMWwo&feature=youtu.be

[1] https://docs.google.com/presentation/d/1j3koN5yq5CY8LBaEzGwBzoM4x-ZeYLEtT43OBfNBNJ4/copy
[1] https://www.instagram.com/p/COAtRw8gVmM/
[1] https://m.youtube.com/watch?v=iotAAAyjwDQ&feature=youtu.be&utm_content=buffer6113e&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

[1] https://m.youtube.com/watch?v=iotAAAyjwDQ&feature=youtu.be&utm_content=bufferaab1a&utm_medium=social&utm_source=bufferapp.com&utm_campaign=buffer


Top URLs in Tweet in G7:
[6] http://www.ourgoodfamily.org/2020/08/learn-piano-at-home/
[5] http://classroomstream.com/virtual-adventures/space-nasa-for-littles/
[3] https://virtualacademy.pvusd.net/
[3] https://gleam.io/ZsUfh-8WDlMm3ZLI?l=https%3A%2F%2Fstreamgeeks.us%2Fbuilding-an-esports-lab-webinar%2F
[3] https://edsource.org/2021/new-data-55-of-california-public-school-students-remain-in-distance-learning/653848
[2] https://www.youtube.com/watch?v=2h_6riyXpXw&feature=youtu.be

[2] https://drive.google.com/file/d/1_fTxs6YFv0CwN96iThXLJxLWNKrHNHE5/view?usp=sharing
[2] https://edsource.org/2021/tracking-learning-modes-of-california-students/653139?utm_content=168706169&utm_medium=social&utm_source=twitter&hss_channel=tw-715014382661402624
[1] https://twitter.com/i/web/status/1387698393577893889
[1] https://blog.google/outreach-initiatives/education/teacher-appreciation-week-2021-en/

Top URLs in Tweet in G8:
[4] https://blog.mindresearch.org/blog/healthy-screen-time-habits
[3] https://annielynn.net/
[3] https://www.youtube.com/watch?v=bLfck-efx6U&feature=youtu.be

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

[3] https://www.youtube.com/watch?v=kYAjz6VJklY&feature=youtu.be

[3] https://blog.mindresearch.org/blog/sel-in-the-classroom-distance-learning?ref=quuu
[3] https://docs.google.com/forms/d/e/1FAIpQLSdpMypERkx-GpRaireNo8eCrV785-NveQhim61CiaPyyLQmrg/viewform
[2] https://www.surveymonkey.com/r/GradeYourLMS_1
[2] https://www.proctortrack.com/blog/article/is-hybrid-learning-the-future-of-education-lets-find-out/
[2] https://xyris.ca

Top URLs in Tweet in G9:
[10] https://www.pblworks.org/blog/why-pbl-best-online-instruction
[5] https://www.innovatingplay.world/playingwithwordscenters
[3] https://passionatelycuriouseducators.com/professional-development/templates/
[2] https://store.pblworks.org/products/becoming-pbl-teacher_2021-july
[2] https://www.innovatingplay.world/meaningful-tech-integration-for-littles-10-blended-lesson-design-tips/
[2] https://outschool.com/classes/summer-fun-gr-1-2-science-camp-art-and-experiments-bxpmT7PX?sectionUid=3af448c5-15ec-47f0-90d1-eb66056001ee&showDetails=true
[1] https://twitter.com/i/web/status/1384568777694658562
[1] https://twitter.com/i/web/status/1384679427796316162
[1] https://twitter.com/i/web/status/1384679758705963008
[1] https://twitter.com/i/web/status/1386777127056519171

Top URLs in Tweet in G10:
[2] https://www.calacademy.org/science-at-home
[1] https://www.calacademy.org/science-at-home/coral-reefs-ages-4-8

Top Domains
Top Domains in Tweet in Entire Graph:
[2085] twitter.com
[522] youtube.com
[285] amazon.com
[253] sharemylesson.com
[201] eteachers.co
[174] woobox.com
[173] google.com
[148] apple.com
[143] donorschoose.org
[123] zoom.us

Top Domains in Tweet in G1:
[666] twitter.com
[194] youtube.com
[56] eteachers.co
[54] amazon.com
[52] co.uk
[52] donorschoose.org
[51] google.com
[50] apple.com
[44] co.za
[39] paper.li

Top Domains in Tweet in G2:
[435] twitter.com
[223] amazon.com
[151] youtube.com
[145] eteachers.co
[94] apple.com
[87] robotlab.com
[80] wonderexplorelearn.com
[63] zoom.us
[56] anchor.fm
[53] rdene915.com

Top Domains in Tweet in G3:
[169] woobox.com
[88] donorschoose.org
[87] twitter.com
[6] instagram.com
[6] amazon.com
[3] linktr.ee
[3] apple.com
[3] gettingsmart.com
[1] emilygreene.com
[1] cospaces.io

Top Domains in Tweet in G4:
[91] twitter.com
[8] youtube.com
[8] ac.uk
[8] tusculum.edu
[4] google.com
[4] instagram.com
[4] mymoduledesign.com
[3] edutopia.org
[3] txstate.edu
[3] 3rteachertraining.com

Top Domains in Tweet in G5:
[248] sharemylesson.com
[48] twitter.com
[25] aft.org
[8] nodexlgraphgallery.org
[6] zoom.us
[4] teacherspayteachers.com
[3] topsthemonkey.com
[3] youtube.com
[2] medium.com
[2] govtech.com

Top Domains in Tweet in G6:
[25] twitter.com
[7] google.com
[7] flocabulary.com
[4] youtube.com
[3] canva.com
[2] instagram.com
[2] cobblestonecollective.ca
[2] nearpod.com
[2] mathbeforebed.com
[1] woobox.com

Top Domains in Tweet in G7:
[24] twitter.com
[11] edsource.org
[6] ourgoodfamily.org
[5] classroomstream.com
[4] google.com
[3] pvusd.net
[3] gleam.io
[2] blog.google
[2] stepuptutoring.org
[2] washingtonpost.com

Top Domains in Tweet in G8:
[67] twitter.com
[61] youtube.com
[23] seesaw.me
[9] bestonlinecareer.com
[7] mindresearch.org
[5] edsby.com
[3] constantcontact.com
[3] radian6.com
[3] annielynn.net
[3] xyris.ca

Top Domains in Tweet in G9:
[48] twitter.com
[15] pblworks.org
[11] innovatingplay.world
[10] outschool.com
[3] passionatelycuriouseducators.com

Top Domains in Tweet in G10:
[3] calacademy.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[8751] distancelearning
[2119] education
[1624] onlinelearning
[1530] edtech
[1163] elearning
[841] learning
[834] edchat
[801] remotelearning
[491] teaching
[478] school



Top Hashtags in Tweet in G1:
[3273] distancelearning
[763] education
[611] onlinelearning
[445] edtech
[433] elearning
[321] learning
[224] remotelearning
[210] students
[205] online
[193] school

Top Hashtags in Tweet in G2:
[1635] distancelearning
[946] education
[888] edtech
[595] onlinelearning
[428] elearning
[396] edchat
[370] learning
[299] remotelearning
[287] k12
[251] teaching

Top Hashtags in Tweet in G3:
[325] distancelearning
[187] stem
[35] donorschoose
[20] remotelearning
[17] teachertwitter
[16] steam
[14] readingplus
[13] teacherappreciationweek
[12] allstate
[11] sonic

Top Hashtags in Tweet in G4:
[221] distancelearning
[35] education
[33] onlinelearning
[24] learning
[19] elearning
[18] edtech
[17] remotelearning
[11] covid19
[11] digitallearning
[10] teaching

Top Hashtags in Tweet in G5:
[340] distancelearning
[264] edchat
[160] covid19
[148] educhat
[58] teach21
[37] sel
[27] climatechange
[25] math
[20] aapi
[19] ells

Top Hashtags in Tweet in G6:
[88] distancelearning
[15] weekinrap
[15] flocabfriday
[12] remotelearning
[9] supersecondgradescientists
[8] supersecondgrade
[7] edtech
[7] googleslides
[6] hcspdl
[6] classroomcommunity

Top Hashtags in Tweet in G7:
[110] distancelearning
[17] virtuallearning
[17] lausd
[10] edchat
[10] homeschool
[10] education
[9] pvusd
[9] digitallearning
[7] homeschooling
[6] onlinelearning

Top Hashtags in Tweet in G8:
[195] distancelearning
[31] seesawambassador
[30] seesawactivities
[23] bpslearns
[19] remotelearning
[19] sap
[14] edtech
[14] homeschooling
[14] educators
[14] meditation

Top Hashtags in Tweet in G9:
[130] distancelearning
[72] fdk
[19] adhd
[15] pbl
[15] onlinelearning
[13] innovatingplay
[13] elementary
[12] aspergers
[12] handsonlearning
[11] homeschooling

Top Hashtags in Tweet in G10:
[3] distancelearning
[3] edutwitter
[2] homelearning

Top Words
Top Words in Tweet in Entire Graph:
[8751] #distancelearning
[2750] learning
[2120] #education
[1872] students
[1623] #onlinelearning
[1524] #edtech
[1409] learn
[1343] online
[1160] #elearning
[1112] more

Top Words in Tweet in G1:
[3272] #distancelearning
[1146] learning
[764] #education
[742] students
[640] online
[611] #onlinelearning
[531] learn
[496] distance
[461] more
[443] #edtech

Top Words in Tweet in G2:
[1635] #distancelearning
[946] #education
[884] #edtech
[595] #onlinelearning
[471] learning
[426] #elearning
[395] #edchat
[370] #learning
[299] #remotelearning
[287] #k12

Top Words in Tweet in G3:
[325] #distancelearning
[276] win
[275] provide
[272] learn
[270] hours
[269] app
[267] robots
[266] dash
[266] wonderworkshop
[265] enter

Top Words in Tweet in G4:
[221] #distancelearning
[78] learning
[60] students
[52] online
[50] more
[38] distance
[35] #education
[35] learn
[33] #onlinelearning
[24] #learning

Top Words in Tweet in G5:
[340] #distancelearning
[319] aftunion
[317] aftteach
[264] #edchat
[259] sharemylesson
[174] free
[160] #covid19
[148] #educhat
[142] lesson
[128] students

Top Words in Tweet in G6:
[88] #distancelearning
[47] nearpod
[34] students
[25] learning
[24] lessons
[22] summer
[20] using
[18] learn
[17] more
[16] thanks

Top Words in Tweet in G7:
[110] #distancelearning
[51] students
[32] schools
[26] school
[26] pvusdvirtual
[25] back
[23] year
[22] learning
[22] googleforedu
[21] cigdem7610

Top Words in Tweet in G8:
[195] #distancelearning
[66] learning
[63] seesaw
[62] youtube
[47] students
[37] person
[35] kinders
[33] distance
[32] today
[32] santiago_steam

Top Words in Tweet in G9:
[130] #distancelearning
[100] ideas
[79] mrs_orchard
[72] #fdk
[61] help
[55] doing
[55] board
[53] need
[50] kindergarten
[50] dl

Top Words in Tweet in G10:
[118] free
[118] activity
[116] pack
[115] calacademy
[106] mini
[106] marine
[106] biologist
[106] age
[106] newest
[106] explores

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[776] distance,learning
[411] enter,win
[405] learn,code
[399] wonderworkshop,app
[399] app,learn
[398] win,dash
[398] dash,dot
[398] dot,robots
[398] robots,accessories
[398] accessories,wonderworkshop

Top Word Pairs in Tweet in G1:
[342] distance,learning
[132] learn,code
[131] enter,win
[131] #education,#onlinelearning
[128] wonderworkshop,app
[128] app,learn
[128] code,challenges
[127] win,dash
[127] dash,dot
[127] dot,robots

Top Word Pairs in Tweet in G2:
[160] #onlinelearning,#education
[139] #edtech,#distancelearning
[132] #learning,#distancelearning
[129] #education,#elearning
[125] #internetaddiction,#social_media
[119] #distancelearning,#onlineclasses
[112] #elearning,#learning
[108] #distancelearning,#hybridlearning
[107] #learning,#edtech
[106] #education,#teachertwitter

Top Word Pairs in Tweet in G3:
[265] enter,win
[264] win,dash
[264] dash,dot
[264] dot,robots
[264] robots,accessories
[264] accessories,wonderworkshop
[264] wonderworkshop,app
[264] app,learn
[264] learn,code
[263] code,challenges

Top Word Pairs in Tweet in G4:
[31] distance,learning
[20] learn,more
[15] more,information
[15] click,link
[10] #onlinelearning,#distancelearning
[8] read,aloud
[8] offered,online
[8] online,undergraduate
[8] undergraduate,students
[8] students,click

Top Word Pairs in Tweet in G5:
[213] aftunion,aftteach
[193] #distancelearning,aftunion
[146] #edchat,#educhat
[127] #covid19,#distancelearning
[112] #educhat,#covid19
[86] lesson,plan
[69] #edchat,#distancelearning
[61] virtual,conference
[58] aftunion,#teach21
[56] #teach21,virtual

Top Word Pairs in Tweet in G6:
[11] distance,learning
[11] eliminate,summer
[11] summer,slide
[8] #flocabfriday,week
[8] week,#weekinrap
[8] slide,prepare
[8] prepare,students
[8] students,fall
[8] fall,adding
[8] adding,lessons

Top Word Pairs in Tweet in G7:
[19] charter,schools
[17] finally,actual
[17] actual,numbers
[17] numbers,#distancelearning
[17] #distancelearning,back
[17] back,full
[17] full,time
[17] time,hybrid
[17] hybrid,ca's
[17] ca's,13k

Top Word Pairs in Tweet in G8:
[32] kinders,santiago_steam
[31] person,#distancelearning
[30] abc,countdown
[28] letter,person
[27] countdown,seesaw
[27] seesaw,letter
[25] distance,learning
[24] #distancelearning,#seesawambassador
[24] #seesawambassador,#seesawactivities
[23] #bpslearns,bpstis

Top Word Pairs in Tweet in G9:
[69] #fdk,#distancelearning
[49] ve,doing
[49] doing,kindergarten
[49] kindergarten,dl
[49] dl,september
[49] september,educators
[49] educators,need
[49] need,ideas
[49] ideas,help
[49] help,choice

Top Word Pairs in Tweet in G10:
[116] free,activity
[116] activity,pack
[106] mini,marine
[106] marine,biologist
[106] biologist,age
[106] newest,free
[106] pack,explores
[106] incredible,coral
[105] age,newest
[105] explores,earth

Top Replied-To
Top Replied-To in Entire Graph:
@centralbeds
@ccs4care
@moyrons
@amani_mart
@florianklenk
@craignewmark
@alaneadamsbooks
@levi_allison42
@melissadarrow
@elonmusk

Top Replied-To in G1:
@gather_town
@canvaslms
@myismagic
@magsflood
@studenthelp4ap
@the_dailyapple
@peardeck
@perrisel_pesd
@bgacademy

Top Replied-To in G2:
@learnpromethean
@symphonymath
@schoolingmeeple
@edutopia
@loom

Top Replied-To in G3:
@moyrons
@craignewmark
@castellkim
@alaneadamsbooks
@melissadarrow
@stemcarter
@authorjwiller

Top Replied-To in G4:
@shadescreative
@usatcorp

Top Replied-To in G5:
@whro

Top Replied-To in G6:
@jemarbleteacher

Top Replied-To in G7:
@principalponzio
@distancelrnbot
@mayyoulee
@edsource

Top Replied-To in G8:
@seesaw
@keyandpeele

Top Replied-To in G9:
@peelpolice
@lwmrsparker
@edenbrookhill

Top Mentioned
Top Mentioned in Entire Graph:
@wonderworkshop
@sharemylesson
@rdene915
@aftteach
@aftunion
@kat_goyette
@educatoralex
@jurijkovalenok1
@mrs_orchard
@donorschoose

Top Mentioned in G1:
@rdene915
@wonderworkshop
@sharemylesson
@educatoralex
@aquilaeducation
@kat_goyette
@jurijkovalenok1
@mrs_orchard
@bluelightkids
@robotlabinc

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

Top Mentioned in G3:
@wonderworkshop
@donorschoose
@juliedupuisgme
@reneewellssteam
@amazon
@itsmrsespinoza
@moyrons
@maestraferna1
@ipevo
@mrsmccluresroom

Top Mentioned in G4:
@3rteachertrain
@tusculum_univ
@tulawoof
@visionlearning
@vrodriguezphd
@skydomain242
@thebossofstress
@elemntrymatters
@fujavac

Top Mentioned in G5:
@aftunion
@aftteach
@sharemylesson
@60secondcivics
@leeandlow
@newshourextra
@teacher2teacher
@deann4justice
@supriyakelkar_
@firstbook

Top Mentioned in G6:
@nearpod
@flipgrid
@d220mshamilton
@sunnyhill220
@flocabulary
@cajonvalleyusd
@fossscience
@mysterysci
@denisecwright
@classroomscreen

Top Mentioned in G7:
@googleforedu
@cigdem7610
@jfenster
@pvusdvirtual
@bahcesehir_van
@ismailk08300410
@ncla_atl
@edsource
@pajarovalleyusd
@asra07129207

Top Mentioned in G8:
@youtube
@seesaw
@santiago_steam
@bpstis
@zoom
@edsby
@commonsenseed
@bestonlinecarer
@infinitepath
@tammycayuela

Top Mentioned in G9:
@mrs_orchard
@pblworks
@almayhan
@jlabar2me
@esl_fairy
@cherylemrich
@mrs_shaw33
@pintobeanz11
@jealouscurator
@mrsmcintyre1m

Top Mentioned in G10:
@calacademy

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@atthelp
@cybersec_feeds
@chidambara09
@femtech_
@xaelbot
@mithu796311
@aaolion
@evankirstel
@codedailybot

Top Tweeters in G1:
@bizitalk
@lynch39083
@femalebloggerrt
@nancyrubin
@livesmart
@alcinx
@scmpnews
@abantenews
@humanre41270855
@wwe

Top Tweeters in G2:
@sectest9
@femtech_
@codedailybot
@codernotesbot
@cybersecurityn8
@eraser
@trendsinai
@ssxman2
@friday_js_bot
@calcaware

Top Tweeters in G3:
@birdwriter7
@sweetmatcha
@odedonrealitytv
@nicoleschoice1
@ksceviour
@kimberlilarae
@nplace1
@kumar_ranjeet
@isandrachesney
@landonsmum

Top Tweeters in G4:
@csa_dvillamizar
@nycnavid
@cboomervazquez
@khmertimes
@feierabendblogr
@ktownstriders
@leearaoz
@expdomesticity
@thebossofstress
@yachiabunai

Top Tweeters in G5:
@coopmike48
@viralvideovlogs
@jfsebastian146
@lseefeldt3
@leftboomer
@brent_nooroa
@nwsharingzone
@rweingarten
@squeakilyjr
@teacher2teacher

Top Tweeters in G6:
@slackhq
@circlereader
@flipgrid
@canva
@buncee
@cajonvalleyusd
@lieberrian
@nearpod
@getkahoot
@wakelet

Top Tweeters in G7:
@rcrockett
@tigerbeat
@washingtonpost
@sdreyse
@phxflyer
@cmarinucci
@openhousetwts
@scsentinel
@ryanthewriter
@auriegood

Top Tweeters in G8:
@researchmrx
@powercutmusic
@ksev4
@rain2and
@office365
@annielynn215
@seesaw
@teachbetterteam
@airnews_nagpur
@hwingo

Top Tweeters in G9:
@stump_bot
@s_locarno
@peelpolice
@davidspenceredu
@am_christensen
@esl_fairy
@missfield5
@animalplanet
@pomara_matt
@pblworks

Top Tweeters in G10:
@ninkaimaryam
@meesa85
@duke_unreal
@drnaziafayaz2
@ackah_albertino
@deer668745381
@himenesuhabi
@firozkh46754379
@ekow_sarkcess
@hamitharik7


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