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aussieED_2017-05-19_08-41-57.xlsx
aussieED_2017-05-19_08-41-57.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 19, 2017
Short Description:
aussieED via NodeXL http://bit.ly/2rzF9pq
@lessontoolbox
@mrsalakas
@misskyritsis
@skymazef3
@greg_ashman
@tekieboard
@vivgrant

Description:
Description
The graph represents a network of 2,508 Twitter users whose tweets in the requested range contained "aussieED", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 19 May 2017 at 15:45 UTC.

The requested start date was Friday, 19 May 2017 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 10-day, 2-hour, 10-minute period from Monday, 08 May 2017 at 21:50 UTC to Friday, 19 May 2017 at 00:00 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 : 2508
Unique Edges : 4126
Edges With Duplicates : 3575
Total Edges : 7701
Self-Loops : 2148
Reciprocated Vertex Pair Ratio : 0.031013094417643
Reciprocated Edge Ratio : 0.0601604278074866
Connected Components : 146
Single-Vertex Connected Components : 66
Maximum Vertices in a Connected Component : 2211
Maximum Edges in a Connected Component : 7276
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.28827
Graph Density : 0.000713790859278232
Modularity : 0.482018
NodeXL Version : 1.0.1.380

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[79] http://ajjuliani.com/are-we-waiting-too-long-to-give-students-a-choice-in-their-learning/
[66] https://gregashman.wordpress.com/2017/05/13/four-ways-cognitive-load-theory-has-changed-my-teaching%ef%bb%bf/
[35] http://connectedprincipals.com/archives/14631
[34] http://trustedk12.com/change-schools-community-engagement/?utm_content=buffercddf5&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[33] https://gregashman.wordpress.com/2017/05/16/where-is-the-evidence-to-support-differentiation/
[30] https://docs.google.com/document/d/1HKkvH301xNKV_Rc_28mvVlvepZKHP09KBaXkhCHm5q4/edit?usp=sharing
[22] https://docs.google.com/document/d/1BTJjzwJ8MAgJX4a3kzhsye--k4Ay4nq7BOPKcTxJM_4/edit?usp=sharing
[21] https://docs.google.com/forms/d/e/1FAIpQLSfF5h1vCRtJBchdWTSpbUttqZh0p1iZRF90q0o1O9f9ssSTEQ/viewform?usp=sf_link
[19] https://teacherhead.com/2017/04/25/ten-teaching-techniques-to-practise-deliberately/
[19] http://www.teachertoolkit.me/2014/11/30/101-great-teachers-to-follow-on-twitter-by-teachertoolkit/?utm_content=buffere967b&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G1:
[59] https://gregashman.wordpress.com/2017/05/13/four-ways-cognitive-load-theory-has-changed-my-teaching%ef%bb%bf/
[33] https://gregashman.wordpress.com/2017/05/16/where-is-the-evidence-to-support-differentiation/
[13] https://gregashman.wordpress.com/2017/05/10/oliver-cavigliols-cognitive-load-theory-resources/
[5] https://www.youtube.com/watch?v=3FsVeMz1F5c&feature=youtu.be
[4] http://education.qld.gov.au/staff/development/employee/teachers/restart-teaching.html
[4] https://www.youtube.com/watch?v=I_WQOqKldm4&sns=tw&app=desktop
[4] https://gregashman.wordpress.com/2017/05/12/the-activity-school/
[4] https://gregashman.wordpress.com/2017/05/14/how-progressivism-increases-your-workload%ef%bb%bf/
[3] https://www.youtube.com/watch?v=t4IjJav7xbg&feature=youtu.be
[3] https://www.youtube.com/watch?v=XEKsuH7fEH0&feature=youtu.be

Top URLs in Tweet in G2:
[10] https://www.tes.com/teaching-resource/instagram-starter-plenary-6452538?utm_content=bufferea478&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[7] https://www.tes.com/teaching-resource/student-revision-toolbox-11027151?utm_content=buffer90521&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[7] https://www.tes.com/teaching-resource/hexagon-linking-sheet-for-key-words-and-blank-hexagons-11492320?utm_content=buffer82f62&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[6] https://drive.google.com/drive/folders/0B47HFulKzdQdanREa0RGRHR4dnM?usp=sharing&utm_content=buffer6edfe&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] https://www.tes.com/teaching-resource/student-revision-toolbox-11027151?utm_content=buffer12a6f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://mrthorntonteach.com/2016/04/18/s-p-i-t-marking/?utm_content=buffer7e42b&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://www.tes.com/teaching-resource/blooms-snakes-and-ladders-blank-template-6400100?utm_content=bufferbf682&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://lessontoolbox.wordpress.com/2016/03/27/buzzing-about-hexagons/?utm_content=bufferf847f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://www.tes.com/teaching-resource/instagram-starter-plenary-6452538?utm_content=buffer633df&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] http://www.bbc.com/earth/story/the-making-of-me-and-you?ocid=fbert&utm_content=bufferc0108&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G3:
[79] http://ajjuliani.com/are-we-waiting-too-long-to-give-students-a-choice-in-their-learning/
[35] http://connectedprincipals.com/archives/14631
[30] https://docs.google.com/document/d/1HKkvH301xNKV_Rc_28mvVlvepZKHP09KBaXkhCHm5q4/edit?usp=sharing
[22] https://docs.google.com/document/d/1BTJjzwJ8MAgJX4a3kzhsye--k4Ay4nq7BOPKcTxJM_4/edit?usp=sharing
[15] https://docs.google.com/document/d/1SgdHURUAFbPLkGwmsQBO3JiqF7IUYscEMVtfoYJoZqY/edit?usp=sharing
[12] https://elenikyritsis.com/2016/02/07/does-the-device-matter/
[7] http://thegoldenageofeducation.com/?p=645
[4] http://usingtechnologybetter.com/upcoming-courses-and-training-events/
[4] https://twitter.com/mkasumovic/status/864221182693748736
[3] https://soundcloud.com/designandplay/episode-7-byod-friend-or-foe

Top URLs in Tweet in G4:
[18] http://edtechreview.in/news/681-technology-in-education
[16] http://www.ataleunfolds.co.uk/
[15] http://www.businessinsider.com/15-free-games-that-will-help-you-learn-how-to-code-2017-4?IR=T
[11] http://ictensw.org.au/event-2533952
[11] https://www.campusreview.com.au/2017/04/opinion-the-top-five-educational-technology-trends-for-2017/
[11] http://www.edtechmagazine.com/higher/article/2016/09/why-faculty-shouldn-t-ban-smartphones-classrooms
[9] https://www.jisc.ac.uk/news/poor-digital-leadership-will-see-universities-struggle-to-attract-students-24-mar-2017
[5] https://www.campusreview.com.au/2017/03/how-new-technology-will-shape-the-future-of-education-and-not-wipe-out-jobs/
[4] http://www.integritycoaching.co.uk/blog/how-do-leaders-benefit
[4] https://campustechnology.com/articles/2017/04/26/the-impact-of-virtual-reality-on-learning.aspx

Top URLs in Tweet in G5:
[7] https://ictevangelist.com/my-secret-edtech-weapons/?utm_content=buffer6cbf0&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[6] https://ictevangelist.com/its-teaching-and-learning/
[5] https://ictevangelist.com/its-teaching-and-learning/?utm_content=buffer66aa8&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] http://online.clickview.com.au/exchange/channels/3622748/clickview-for-primary-schools-with-josh/videos/4105786/differentiation-using-clickview-webinar-18-5-17?utm_content=buffer84907&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://ictevangelist.com/boomerang-can-help-your-workload-and-productivity/
[3] https://ictevangelist.com/the-new-periodic-table-of-ipad-apps-for-primary-aged-pupils/
[3] http://buff.ly/2qGCXjw
[2] https://www.grammarflip.com/commas-between-adjectives-worksheet/?utm_content=bufferf553d&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://ictevangelist.com/its-teaching-and-learning/?utm_content=buffer0c369&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://twitter.com/i/web/status/857922601804550144

Top URLs in Tweet in G6:
[31] http://trustedk12.com/change-schools-community-engagement/?utm_content=buffercddf5&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[8] http://esheninger.blogspot.com/2017/05/empathy-and-leadership.html?utm_content=buffere1620&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] http://www.teachthought.com/pedagogy/30225/?utm_content=bufferd5743&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://shiftparadigm2011.wordpress.com/2017/05/13/the-pool/
[2] https://timkitchen.net/2017/05/08/sotf-17/
[2] https://www.edutopia.org/blog/evaluating-websites-as-information-sources-nell-k-duke?utm_source=twitter&utm_medium=socialflow
[2] http://risktolearn.blogspot.com/2017/03/educators-never-stop-learning.html?m=1
[1] https://ictevangelist.com/its-teaching-and-learning/
[1] http://www.ascd.org/publications/educational-leadership/may17/vol74/num08/Double-Take.aspx?utm_content=buffere9f33&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] http://esheninger.blogspot.com/2017/05/our-work-is-our-message.html?utm_content=buffer2aea0&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G7:
[11] http://paper.li/lefouque/1418293628
[2] http://paper.li/wensharpe/1428085743?edition_id=4bf0d900-34e5-11e7-a3ae-0cc47a0d164b
[2] https://www.participate.com/chats/aussieed
[2] https://www.o-tix.com/event/profjoboaler
[2] http://www.betyl.com.au/polka-math
[1] https://www.youtube.com/watch?v=tj2WI4Awph8&feature=youtu.be
[1] https://twitter.com/i/web/status/861731850087129088
[1] https://medium.com/@designforsustainability/the-adaptive-cycle-panarchy-as-dynamic-maps-for-resilience-thinking-793fad49de5e
[1] https://twitter.com/i/web/status/861928774157221893
[1] http://okt.to/NjXfxV

Top URLs in Tweet in G8:
[3] http://email.synergymail.com.au/campaigns/reports/viewCampaign.aspx?d=r&c=B4AA67EEE34BC3BF&ID=4CC23F432C8D5DEF2540EF23F30FEDED&temp=False&tx=0
[3] http://theconversation.com/assessment-design-wont-stop-cheating-but-our-relationships-with-students-might-76394?utm_source=twitter&utm_medium=twitterbutton
[3] https://twitter.com/ConversationEDU/status/861703515093315584
[2] http://pai.edu.au/content/graduate-and-grow
[2] https://www.mindmatters.edu.au/get-involved/events/event/2017/05/14/default-calendar/kidsmatter-and-mindmatters-special-event---positive-psychology-in-education-and-smiling-mind---chatswood---nsw
[2] http://www.aare.edu.au/blog/?p=2186
[2] http://theconversation.com/explainer-how-the-brain-changes-when-we-learn-to-read-76783?utm_source=twitter&utm_medium=twitterbutton
[2] https://twitter.com/cleary_jp/status/861857878474235904
[1] https://twitter.com/i/web/status/863717780259880960
[1] https://twitter.com/i/web/status/865134079280152576

Top URLs in Tweet in G9:
[8] http://theeduflaneuse.com/2017/05/12/the-school-leader/
[5] https://theeduflaneuse.com/2017/05/12/the-school-leader/
[3] http://buff.ly/2pPN3tA
[2] https://www.theguardian.com/commentisfree/2017/may/08/naplan-is-a-mess-and-has-little-benefit-parents-should-withdraw-their-kids?CMP=share_btn_tw
[2] https://theeduflaneuse.com/2016/05/07/art-can-be-taught/
[2] https://twitter.com/corisel/status/863647825640304640
[1] http://ow.ly/ASTy30bP1IH
[1] https://twitter.com/i/web/status/865015640305881088
[1] https://www.wesley.wa.edu.au/power-professional-conversations/
[1] https://twitter.com/i/web/status/861776618653532160

Top URLs in Tweet in G10:
[18] http://www.teachertoolkit.me/2014/11/30/101-great-teachers-to-follow-on-twitter-by-teachertoolkit/?utm_content=buffere967b&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[12] http://www.teachertoolkit.co.uk/blog
[11] http://buff.ly/2qiM5cY
[8] https://www.teachertoolkit.co.uk/2017/05/11/project-dirt-2/?utm_content=buffer6992d&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[8] https://www.teachertoolkit.co.uk/the-5-minute-lesson-plan/?utm_content=buffera543f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://www.teachertoolkit.co.uk/2017/05/10/virtual-reality/?utm_content=buffere94b7&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.teachertoolkit.co.uk/2017/05/14/no-pressure/
[2] http://linkis.com/co.uk/xt0mB
[1] https://www.teachertoolkit.co.uk/2017/05/13/schools-of-the-world-tokyo/?utm_content=bufferf7dd7&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://twitter.com/i/web/status/863442403528781825

Top Domains
Top Domains in Tweet in Entire Graph:
[1144] twitter.com
[153] wordpress.com
[106] co.uk
[99] google.com
[79] ajjuliani.com
[76] com.au
[54] tes.com
[50] org.au
[48] youtube.com
[38] ictevangelist.com

Top Domains in Tweet in G1:
[692] twitter.com
[118] wordpress.com
[24] co.uk
[22] youtube.com
[16] edutopia.org
[12] com.au
[6] ted.com
[5] gov.au
[5] apple.com
[4] theatlantic.com

Top Domains in Tweet in G2:
[94] twitter.com
[44] tes.com
[8] wordpress.com
[6] google.com
[5] mrthorntonteach.com
[3] youtube.com
[3] co.uk
[2] bbc.com
[2] meshguides.org
[2] apple.com

Top Domains in Tweet in G3:
[79] ajjuliani.com
[72] twitter.com
[69] google.com
[35] connectedprincipals.com
[12] elenikyritsis.com
[7] thegoldenageofeducation.com
[4] usingtechnologybetter.com
[3] net.au
[3] com.au
[3] soundcloud.com

Top Domains in Tweet in G4:
[59] twitter.com
[25] co.uk
[18] edtechreview.in
[18] com.au
[17] tv4education.com
[15] businessinsider.com
[12] org.au
[11] edtechmagazine.com
[9] ac.uk
[6] principalsdesk.org

Top Domains in Tweet in G5:
[29] ictevangelist.com
[24] twitter.com
[5] com.au
[3] grammarflip.com
[3] buff.ly
[2] edutopia.org
[1] nwp.org
[1] youtube.com
[1] wordpress.com

Top Domains in Tweet in G6:
[31] trustedk12.com
[11] blogspot.com
[11] twitter.com
[4] timkitchen.net
[4] teachthought.com
[3] edutopia.org
[3] wordpress.com
[2] youtube.com
[2] paper.li
[1] ictevangelist.com

Top Domains in Tweet in G7:
[26] twitter.com
[13] paper.li
[3] com.au
[2] youtube.com
[2] google.com
[2] blogspot.com
[2] participate.com
[2] o-tix.com
[2] wordpress.com
[1] medium.com

Top Domains in Tweet in G8:
[11] twitter.com
[6] edu.au
[5] theconversation.com
[4] com.au
[1] facebook.com

Top Domains in Tweet in G9:
[15] theeduflaneuse.com
[12] twitter.com
[5] com.au
[3] buff.ly
[2] theguardian.com
[1] ow.ly
[1] edu.au
[1] edublogs.org
[1] net.au
[1] org.au

Top Domains in Tweet in G10:
[34] co.uk
[18] teachertoolkit.me
[11] buff.ly
[7] twitter.com
[2] linkis.com
[1] tes.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3933] aussieed
[1121] ukedchat
[685] edchat
[363] edtech
[360] ttplay
[268] asechat
[226] revision
[157] sunchat
[146] historyteacher
[144] acuedu_p



Top Hashtags in Tweet in G1:
[1703] aussieed
[195] edchat
[126] whatisschool
[125] myedoz
[70] flipped
[57] engagechat
[57] ttplay
[47] digitaledchat
[44] weirded
[42] edtech

Top Hashtags in Tweet in G2:
[850] ukedchat
[578] aussieed
[265] asechat
[223] revision
[138] biology
[137] historyteacher
[133] sunchat
[131] ocr
[126] ittchat
[102] sschat

Top Hashtags in Tweet in G3:
[357] aussieed
[278] ttplay
[112] acuedu_p
[63] edchat
[33] gsuite
[33] ukedchat
[28] gafe
[18] pedagogy
[15] ozedchat
[13] edtech

Top Hashtags in Tweet in G4:
[352] aussieed
[215] edtech
[148] edchat
[138] ukedchat
[89] sltchat
[67] education
[64] teaching
[60] womened
[45] teacher5aday
[41] engchat

Top Hashtags in Tweet in G5:
[107] aussieed
[50] edtech
[42] elearning
[32] grammar
[26] edchatmena
[24] nzedchat
[23] ukedchat
[22] auedchat
[19] engchat
[19] edchat

Top Hashtags in Tweet in G6:
[79] aussieed
[17] edchat
[11] edchatmena
[11] intled
[10] asiaed
[10] edchatnz
[10] sunchat
[8] edchatie
[8] edslowchat
[8] k12artchat

Top Hashtags in Tweet in G7:
[79] aussieed
[5] edtech
[5] edchat
[4] stem
[4] ukedchat
[4] education
[3] auspol
[3] mothersday
[3] proudlypublic
[2] qanda

Top Hashtags in Tweet in G8:
[37] aussieed
[8] edchat
[7] hpl_edu
[7] aussie
[7] educators
[7] ihmayday17
[4] principall
[3] histedchat
[3] crookedscience
[2] nsw

Top Hashtags in Tweet in G9:
[67] aussieed
[18] edchat
[8] cpchat
[5] leadership
[5] phdchat
[3] ozschleaders
[2] naplan
[2] testing
[2] myedoz
[2] includedau

Top Hashtags in Tweet in G10:
[45] aussieed
[38] edchat
[19] 5minplan
[17] ukedchat
[9] outdoorclassroomday
[5] canedchat
[3] edtech
[2] takeawayhmk
[2] bbedu
[2] sltchat

Top Words
Top Words in Tweet in Entire Graph:
[3781] Words in Sentiment List#1: Positive
[1085] Words in Sentiment List#2: Negative
[7] Words in Sentiment List#3: Angry/Violent
[87134] Non-categorized Words
[92002] Total Words
[3951] aussieed
[1121] ukedchat
[776] skymazef3
[692] edchat
[654] lessontoolbox

Top Words in Tweet in G1:
[1718] aussieed
[770] skymazef3
[333] ss
[230] mrsalakas
[216] new
[196] edchat
[183] learning
[143] good
[141] language
[133] flipped

Top Words in Tweet in G2:
[850] ukedchat
[643] lessontoolbox
[578] aussieed
[387] revision
[265] asechat
[232] maths
[225] biology
[144] gcse
[137] historyteacher
[133] sunchat

Top Words in Tweet in G3:
[359] aussieed
[280] ttplay
[256] misskyritsis
[112] acuedu_p
[109] students
[103] woodard_julie
[82] skills
[82] needed
[79] need
[79] more

Top Words in Tweet in G4:
[352] aussieed
[215] edtech
[148] edchat
[138] ukedchat
[89] sltchat
[88] vivgrant
[74] education
[72] teaching
[60] womened
[53] 10

Top Words in Tweet in G5:
[107] aussieed
[50] edtech
[42] elearning
[38] ictevangelist
[33] grammar
[26] learning
[26] edchatmena
[24] nzedchat
[23] grammarflip
[23] ukedchat

Top Words in Tweet in G6:
[79] aussieed
[62] change
[41] good
[38] e_sheninger
[33] schools
[31] inevitable
[31] successful
[31] requires
[31] communication
[30] edchatm

Top Words in Tweet in G7:
[80] aussieed
[12] out
[11] 2017
[11] 08
[11] 00am
[11] monde
[11] fouque
[11] gt
[8] school
[7] students

Top Words in Tweet in G8:
[37] aussieed
[11] pai_edu
[10] auss
[10] schools
[9] conversationedu
[9] educators
[8] aussie
[8] edchat
[8] look
[8] forward

Top Words in Tweet in G9:
[67] aussieed
[23] debsnet
[22] staff
[18] edchat
[17] aitsl
[14] new
[14] school
[13] today
[13] teachers
[11] corisel

Top Words in Tweet in G10:
[97] teachertoolkit
[45] aussieed
[42] teachers
[38] edchat
[36] follow
[20] great
[19] 5minplan
[18] gt
[18] inspiring
[18] try

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[411] ukedchat,aussieed
[243] edchat,aussieed
[230] aussieed,edchat
[166] ttplay,aussieed
[139] acuedu_p,aussieed
[137] historyteacher,ukedchat
[132] daily,revision
[132] ukedchat,ocr
[132] ocr,biology
[132] biology,revision

Top Word Pairs in Tweet in G1:
[116] skymazef3,aussieed
[108] aussieed,edchat
[108] greg_ashman,new
[72] cognitive,load
[72] load,theory
[68] good,book
[63] aussieed,myedoz
[62] teaching,aussieed
[62] aussieed,whatisschool
[59] mrsalakas,aussieed

Top Word Pairs in Tweet in G2:
[361] ukedchat,aussieed
[135] historyteacher,ukedchat
[131] daily,revision
[131] ukedchat,ocr
[131] ocr,biology
[131] biology,revision
[131] asechat,sunchat
[120] sunchat,ittchat
[99] map,shows
[99] shows,country

Top Word Pairs in Tweet in G3:
[139] ttplay,aussieed
[112] ttplay,acuedu_p
[112] acuedu_p,aussieed
[89] woodard_julie,ttplay
[79] needed,skills
[79] skills,need
[79] need,more
[79] more,ajjuliani
[79] ajjuliani,ttplay
[78] misskyritsis,needed

Top Word Pairs in Tweet in G4:
[84] sltchat,ukedchat
[71] edchat,aussieed
[39] ukedchat,womened
[39] aussieed,edtech
[33] teacher5aday,sltchat
[32] edtech,aussieed
[29] 10,steps
[29] steps,happiness
[29] happiness,teacher5aday
[29] womened,edchat

Top Word Pairs in Tweet in G5:
[35] edtech,elearning
[26] grammar,aussieed
[21] auedchat,grammar
[21] learning,edtech
[19] aussieed,nzedchat
[18] aussieed,edchatmena
[14] s,teaching
[14] teaching,learning
[14] elearning,aussieed
[14] edchatmena,asiaed

Top Word Pairs in Tweet in G6:
[31] change,schools
[31] schools,inevitable
[31] inevitable,successful
[31] successful,change
[31] change,requires
[31] requires,good
[31] good,communication
[31] communication,aussieed
[30] e_sheninger,change
[30] aussieed,edchatm

Top Word Pairs in Tweet in G7:
[11] 2017,08
[11] 08,00am
[11] 00am,monde
[11] monde,fouque
[11] fouque,out
[11] out,gt
[11] gt,aussieed
[3] proudlypublic,aussieed
[2] aussieed,edtech
[2] 2,8

Top Word Pairs in Tweet in G8:
[8] look,forward
[8] forward,working
[8] working,next
[8] next,group
[8] group,ambitious
[8] ambitious,schools
[8] schools,invitation
[8] invitation,participate
[8] participate,linked
[8] linked,below

Top Word Pairs in Tweet in G9:
[11] president,writes
[11] writes,someone
[11] someone,hand
[11] hand,spanner
[11] spanner,doe
[11] doe,staff
[11] staff,disappearing
[11] disappearing,cese
[11] cese,staff
[11] staff,expand

Top Word Pairs in Tweet in G10:
[33] edchat,aussieed
[18] follow,inspiring
[18] inspiring,teachers
[18] teachers,try
[18] try,101
[18] 101,great
[18] great,teachers
[18] teachers,follow
[18] follow,twitter
[18] twitter,teachertoolkit

Top Replied-To
Top Replied-To in Entire Graph:
@mrsalakas
@lux_senthil
@mrdataguy
@richardolsen
@joycebronwyn
@skymazef3
@joanprice16
@ryangnels
@jackwurf
@juspoidevin

Top Replied-To in G1:
@mrsalakas
@lux_senthil
@mrdataguy
@richardolsen
@joycebronwyn
@skymazef3
@robmctaggart
@joanprice16
@juspoidevin
@jackwurf

Top Replied-To in G2:
@littlestobbsy
@teacherchalky1
@marygtroche

Top Replied-To in G3:
@dan_bowen
@stevebrophy3

Top Replied-To in G4:
@mrsalakas
@alicekeeler
@janehunter01
@rmit_csit
@skymazef3

Top Replied-To in G5:
@tomvath

Top Replied-To in G9:
@haskettshsc
@chalkhands
@markxsyst

Top Mentioned
Top Mentioned in Entire Graph:
@skymazef3
@lessontoolbox
@misskyritsis
@mrsalakas
@greg_ashman
@teacherchalky1
@woodard_julie
@vivgrant
@simongerman600
@projplaygrounds

Top Mentioned in G1:
@skymazef3
@mrsalakas
@greg_ashman
@zeinachalich
@hobson_k
@robmctaggart
@googleforedu
@joycebronwyn
@almaharris1
@mrdataguy

Top Mentioned in G2:
@lessontoolbox
@teacherchalky1
@simongerman600
@projplaygrounds
@87history
@sylviaduckworth
@gcouros
@astsupportaali
@ejjsalisbury
@drhollywilliams

Top Mentioned in G3:
@misskyritsis
@woodard_julie
@ajjuliani
@adifrancis
@gcouros
@visiblelearning
@mikereading
@stevebrophy3
@leearaoz
@aitsl

Top Mentioned in G4:
@vivgrant
@rmit_csit
@missmcintyre15
@alex_corbitt
@plickers
@arludo
@stuartkellynz
@ictensw
@veescope
@sfprincipal

Top Mentioned in G5:
@ictevangelist
@grammarflip
@clickviewau
@movingoned
@ictmagic
@abcaustralia
@vivgrant
@aussieedchat
@ukedmag
@frauwenisch

Top Mentioned in G6:
@e_sheninger
@shiftparadigm
@r_h_steele
@educhangemakers
@cubeforteachers
@leonie_hastings
@ascd
@edutopia
@sylviaduckworth
@teachthought

Top Mentioned in G7:
@bfarr81
@essentialassess
@vivzappacosta
@betylapps

Top Mentioned in G8:
@pai_edu
@conversationedu
@aitsl
@kerencaple
@edusum
@nsweducation
@aisnsw
@edutweetoz
@7mrsjames
@statelibrarynsw

Top Mentioned in G9:
@debsnet
@aitsl
@corisel
@nswppa
@ppalead
@scotteacott
@prinhealth
@drsriddle
@wesleyperth
@cfotinopoulos

Top Mentioned in G10:
@teachertoolkit
@kellyeye9
@noelte030
@jlhough91_lee
@lessontoolbox
@vivgrant
@creativestar

Top Tweeters
Top Tweeters in Entire Graph:
@indiegamedevbot
@winnipegwatch
@nautabotnews
@beingexample
@aniruel_ewoks
@edgametec
@alevergara78
@optus
@3d_genuity
@aureliacotta

Top Tweeters in G1:
@edgametec
@gis_sharer
@alicekeeler
@vivs1man
@dinesco
@theweirdteacher
@mrkempnz
@surface
@nathan_stevens
@stevermarriott

Top Tweeters in G2:
@aureliacotta
@isidormeyer1
@mashable
@blueravefinn
@mark_kawada
@soufael
@davis_boom
@rondelle10_b
@rolf_oldejans
@karin1210

Top Tweeters in G3:
@3d_genuity
@gcouros
@jcorippo
@dean
@assistsuparea4
@edtechspec
@jaybilly2
@annettekalfon
@kalgrl
@vergil66

Top Tweeters in G4:
@indiegamedevbot
@nautabotnews
@beingexample
@optus
@croydon_rt
@earthdesires
@dailyedtechnews
@woodstockpro
@johnlacey
@pros_p33

Top Tweeters in G5:
@ictevangelist
@ictmagic
@wagjuer
@urbie
@seni_bl
@mattpearson
@hotpepper
@dinamoati
@ukedmag
@meledits

Top Tweeters in G6:
@narelleford
@shiftparadigm
@e_sheninger
@mrp_tchr
@bethhill2829
@ascd
@grundlerart
@walterindc
@millerg6
@decodingdyssc

Top Tweeters in G7:
@aniruel_ewoks
@prepzilla
@lilylauren
@giveawaysnood
@giveawayrova
@andysugs
@lefouque
@joe_mazza
@giveawayweeps
@edtech_llc

Top Tweeters in G8:
@croakeyblog
@cunningham_cch
@wgarnews
@conversationedu
@7mrsjames
@borto74
@ontopicaus
@edusum
@siimple_inc
@solutiontree

Top Tweeters in G9:
@blue_bec
@mattgovernor
@corisel
@drlindagraham
@gfthommo
@lasic
@debsnet
@markxsyst
@australasianedu
@wholeboxndice

Top Tweeters in G10:
@teachertoolkit
@mrgazz_ict
@teachtalks
@kennygfrederick
@creativestar
@parentmail
@supplementaryed
@galcottgareth
@lalehaidan
@signoramartello