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txeduchat _2017-09-13_20-25-20.xlsx
txeduchat _2017-09-13_20-25-20.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 14, 2017
Short Description:
txeduchat via NodeXL http://bit.ly/2eWl1d3
@e_sheninger
@yanstv
@mann4edu
@traciegcain
@rigorrelevance
@yabooksandmore
@aaron_hogan
@tcea

Description:
Description
The graph represents a network of 403 Twitter users whose tweets in the requested range contained "txeduchat ", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 14 September 2017 at 03:26 UTC.

The requested start date was Thursday, 14 September 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 13-day, 3-hour, 49-minute period from Thursday, 31 August 2017 at 00:09 UTC to Wednesday, 13 September 2017 at 03:59 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 : 403
Unique Edges : 575
Edges With Duplicates : 220
Total Edges : 795
Self-Loops : 208
Reciprocated Vertex Pair Ratio : 0.0514285714285714
Reciprocated Edge Ratio : 0.0978260869565217
Connected Components : 53
Single-Vertex Connected Components : 26
Maximum Vertices in a Connected Component : 206
Maximum Edges in a Connected Component : 458
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 5.603566
Graph Density : 0.00340728121180697
Modularity : 0.64448
NodeXL Version : 1.0.1.386

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[82] http://fuelgreatminds.com/event/classroom-management-urban-educator/
[24] https://docs.google.com/spreadsheets/d/1UoxQkP9BuFAa2DaSbVBTNyyRvxglK7F54x1C9ZbUKDc/edit?usp=sharing
[14] http://esheninger.blogspot.com/2017/08/will-you-step-up.html
[12] http://www.chicagotribune.com/news/opinion/letters/ct-letters-cps-chicago-library-cut-20170908-story.html
[10] http://texaseducatorsvote.com/
[9] https://www.eventbrite.com/e/edcamp-college-station-2017-edcampcstx-tickets-34680279650?ref=estw
[9] https://twitter.com/Mann4Edu/status/902923531800981504
[9] https://docs.google.com/forms/d/e/1FAIpQLSeeyQIq8cZyFMj_xSte9izSOpxm-LYeEtmVbDYdVuCsP5clAQ/viewform?usp=send_form
[8] http://leadupnow.com/heat/
[7] http://naomibates.blogspot.com/2017/09/five-ways-to-step-up-your-adovcacy-game.html

Top URLs in Tweet in G1:
[10] http://texaseducatorsvote.com/
[9] https://docs.google.com/forms/d/e/1FAIpQLSeeyQIq8cZyFMj_xSte9izSOpxm-LYeEtmVbDYdVuCsP5clAQ/viewform?usp=send_form
[4] https://twitter.com/txeducatorsvote/status/907007039360172032
[1] https://docs.google.com/spreadsheets/d/1UoxQkP9BuFAa2DaSbVBTNyyRvxglK7F54x1C9ZbUKDc/
[1] https://twitter.com/i/web/status/886978935111663616

Top URLs in Tweet in G2:
[6] http://naomibates.blogspot.com/2017/09/five-ways-to-step-up-your-adovcacy-game.html
[5] https://www.smore.com/etx8s-friday-s-freebie
[4] https://www.tcea.org/blog/texas-going-open/
[3] https://www.tcea.org/pd/webinars/
[2] https://twitter.com/karenvaites/status/903576655469432832
[2] https://docs.google.com/forms/d/e/1FAIpQLScvCepnYtENVlcoSqXcXESlXU2weR0JrXta0ND091TKu7Ro5Q/viewform?utm_content=buffer2431e&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://twitter.com/i/web/status/900333516730314753
[1] https://twitter.com/i/web/status/903376908775194625
[1] https://twitter.com/cybrarian77/status/906560164039458816
[1] https://www.tcea.org/blog/research-tools-for-young-learners/?utm_source=feedburner&utm_medium=email&utm_campaign=Feed%3A+TechnotesBlog+%28TCEA+TechNotes+Blog%29

Top URLs in Tweet in G3:
[9] https://www.eventbrite.com/e/edcamp-college-station-2017-edcampcstx-tickets-34680279650?ref=estw
[8] http://leadupnow.com/heat/
[3] https://twitter.com/aaron_hogan/status/907399545323126785
[2] https://session.wikispaces.com/1/auth/auth?authToken=2111f0fd08cc14cf849b2c19281b3272
[2] http://afhogan.com/5-positive-hallway-conversations/
[1] https://twitter.com/i/web/status/907774582529998848
[1] https://twitter.com/i/web/status/906865183020208128
[1] https://twitter.com/i/web/status/907054377646661632
[1] https://docs.google.com/spreadsheets/d/1UoxQkP9BuFAa2DaSbVBTNyyRvxglK7F54x1C9ZbUKDc/edit?usp=sharing
[1] https://twitter.com/i/web/status/907771102772043776

Top URLs in Tweet in G4:
[1] https://twitter.com/i/web/status/904830391240056834
[1] https://twitter.com/i/web/status/905934073151016961
[1] https://twitter.com/i/web/status/904473280538701829
[1] https://twitter.com/i/web/status/904461534927228928

Top URLs in Tweet in G5:
[13] http://esheninger.blogspot.com/2017/08/will-you-step-up.html
[8] https://twitter.com/Mann4Edu/status/902923531800981504
[3] http://sunsandsecondgrade.blogspot.com/2017/08/adopt-texas-classroom-faq.html
[1] http://Get.on.the.bike
[1] https://twitter.com/ascd/status/905233875793833984
[1] https://twitter.com/ascd/status/905233677415743489

Top URLs in Tweet in G6:
[4] https://docs.google.com/forms/d/e/1FAIpQLScvCepnYtENVlcoSqXcXESlXU2weR0JrXta0ND091TKu7Ro5Q/viewform?utm_content=buffer2431e&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://ww2.kqed.org/mindshift/2013/10/08/can-learning-to-knit-help-learning-to-code/
[2] https://storify.com/gtchatmod
[2] http://fuelgreatminds.com/event/classroom-management-urban-educator/
[1] https://twitter.com/i/web/status/868162786521743360
[1] https://twitter.com/gtchatmod/status/904715339287715840
[1] https://twitter.com/i/web/status/907302125121744901
[1] https://twitter.com/i/web/status/901458668360740864
[1] https://twitter.com/i/web/status/904715339287715840
[1] https://twitter.com/i/web/status/905171109296951298

Top URLs in Tweet in G7:
[23] https://docs.google.com/spreadsheets/d/1UoxQkP9BuFAa2DaSbVBTNyyRvxglK7F54x1C9ZbUKDc/edit?usp=sharing
[4] https://twitter.com/bjohnsonEDU/status/906590008995467264
[2] http://www.mann4edu.org/blog/aspire
[2] http://amcmsuniversity.weebly.com/blog/amcms-learning
[1] https://twitter.com/i/web/status/904871709869821953
[1] https://twitter.com/i/web/status/904884287186628608
[1] https://twitter.com/Mann4Edu/status/902923531800981504
[1] http://esheninger.blogspot.com/2017/08/will-you-step-up.html
[1] https://twitter.com/i/web/status/902991840789630978
[1] https://twitter.com/i/web/status/902990087516024832

Top URLs in Tweet in G8:
[30] http://fuelgreatminds.com/event/classroom-management-urban-educator/
[2] http://www.assignmenthelp.net/blog/samr-model-pedagogy-technology-examples/?platform=hootsuite
[2] https://www.participate.com/chats/txeduchat
[1] http://ameaningfulmess.blogspot.com/2017/08/what-if-wednesday-lets-talk-failure.html
[1] http://www.latimes.com/nation/la-na-harvey-engineering-20170828-story.html
[1] https://twitter.com/i/web/status/903285818244177920
[1] http://www.literaryfusions.com/resources/
[1] https://twitter.com/i/web/status/903732196413804544
[1] https://twitter.com/kinderabadie/status/902345091104329728
[1] http://matthewarend.com/2017/09/03/amplify-the-voices/?utm_content=buffer620bf&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G9:
[50] http://fuelgreatminds.com/event/classroom-management-urban-educator/
[7] https://goo.gl/5MEzaH?utm_content=buffer3fdf5&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://goo.gl/3TpDSN?utm_content=buffer041f8&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] http://www.educatoralexander.com/slla-test-prep1.html
[1] https://www.tcea.org/blog/texas-going-open/
[1] https://twitter.com/i/web/status/907326440185659392
[1] https://twitter.com/i/web/status/905809146351640576
[1] https://twitter.com/i/web/status/905857458681380871
[1] https://goo.gl/3TpDSN?utm_content=buffereec99&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://twitter.com/i/web/status/905875837165199361

Top URLs in Tweet in G10:
[11] http://www.chicagotribune.com/news/opinion/letters/ct-letters-cps-chicago-library-cut-20170908-story.html
[1] https://twitter.com/i/web/status/906530997335937024

Top Domains
Top Domains in Tweet in Entire Graph:
[115] twitter.com
[82] fuelgreatminds.com
[45] google.com
[29] blogspot.com
[15] tcea.org
[13] goo.gl
[12] chicagotribune.com
[10] texaseducatorsvote.com
[9] eventbrite.com
[8] leadupnow.com

Top Domains in Tweet in G1:
[10] texaseducatorsvote.com
[10] google.com
[5] twitter.com

Top Domains in Tweet in G2:
[11] twitter.com
[10] tcea.org
[7] smore.com
[6] blogspot.com
[2] google.com
[1] fablevisionlearning.com
[1] chicagotribune.com

Top Domains in Tweet in G3:
[11] twitter.com
[9] eventbrite.com
[8] leadupnow.com
[4] blogspot.com
[2] wikispaces.com
[2] afhogan.com
[1] google.com

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

Top Domains in Tweet in G5:
[16] blogspot.com
[10] twitter.com
[1] the.bike

Top Domains in Tweet in G6:
[15] twitter.com
[4] google.com
[3] kqed.org
[2] storify.com
[2] fuelgreatminds.com
[1] blogspot.com

Top Domains in Tweet in G7:
[23] google.com
[10] twitter.com
[2] mann4edu.org
[2] weebly.com
[1] blogspot.com
[1] theatlantic.com
[1] linkedin.com

Top Domains in Tweet in G8:
[30] fuelgreatminds.com
[10] twitter.com
[2] assignmenthelp.net
[2] participate.com
[1] blogspot.com
[1] latimes.com
[1] literaryfusions.com
[1] matthewarend.com
[1] nytimes.com
[1] teachthought.com

Top Domains in Tweet in G9:
[50] fuelgreatminds.com
[13] goo.gl
[6] twitter.com
[3] educatoralexander.com
[1] tcea.org

Top Domains in Tweet in G10:
[11] chicagotribune.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[491] txeduchat
[170] txed
[147] edchat
[109] satchat
[86] ntchat
[84] 5thchat
[82] fuelgreatminds
[82] urbanedchat
[53] txlchat
[46] cpchat



Top Hashtags in Tweet in G1:
[44] txeduchat
[24] harvey
[24] cpchat
[9] harvey2017
[9] edchat
[4] txlege

Top Hashtags in Tweet in G2:
[52] txeduchat
[43] txlchat
[41] tlchat
[36] txed
[19] edchat
[12] oer
[12] goopen
[9] hyperdocs
[8] txedchat
[6] edtech

Top Hashtags in Tweet in G3:
[39] txeduchat
[19] txed
[13] leadupchat
[12] edugladiators
[12] oklaed
[11] ecechat
[11] edchat
[11] csisdchat
[9] edcampcstx
[4] earlyed

Top Hashtags in Tweet in G4:
[25] txeduchat
[25] ecechat
[22] teacherfriends
[18] kinderchat
[18] txed
[18] elemmathchat

Top Hashtags in Tweet in G5:
[41] txeduchat
[27] txed
[24] edchat
[19] harvey
[13] cpchat
[13] suptchat
[11] esc11
[11] hurricaneharvey
[9] leadupchat
[9] satchat

Top Hashtags in Tweet in G6:
[41] edchat
[38] gtchat
[38] tagt
[35] txeduchat
[33] pbl
[32] nagc
[28] pblchat
[9] makered
[7] satchat
[5] edtech

Top Hashtags in Tweet in G7:
[37] txeduchat
[23] harvey2017
[6] edpiper
[6] txed
[4] flipgridfever
[4] txpvi
[2] suptchat
[2] hurricaneharvey
[2] harvey
[2] edchat

Top Hashtags in Tweet in G8:
[58] txeduchat
[30] fuelgreatminds
[30] satchat
[30] urbanedchat
[30] 5thchat
[30] ntchat
[6] edchat
[6] txed
[3] mnlead
[3] iaedchat

Top Hashtags in Tweet in G9:
[60] txeduchat
[50] fuelgreatminds
[50] satchat
[50] urbanedchat
[50] 5thchat
[50] ntchat
[15] edchat
[15] edtech
[14] txed
[3] laedchat

Top Hashtags in Tweet in G10:
[12] txeduchat
[11] futureready
[2] txlchat
[1] libraries
[1] tlchat

Top Words
Top Words in Tweet in Entire Graph:
[277] Words in Sentiment List#1: Positive
[67] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[8308] Non-categorized Words
[8652] Total Words
[498] txeduchat
[170] txed
[147] edchat
[109] satchat
[99] tx

Top Words in Tweet in G1:
[44] txeduchat
[40] khund
[33] adopt
[24] principals
[24] harvey
[24] damage
[24] sign
[24] up
[24] needs
[24] others

Top Words in Tweet in G2:
[52] txeduchat
[43] txlchat
[41] tlchat
[36] txed
[33] tcea
[19] edchat
[16] big
[15] up
[14] yabooksandmore
[12] check

Top Words in Tweet in G3:
[39] txeduchat
[23] edugladiators
[20] gt
[20] aaron_hogan
[19] txed
[14] go
[13] leadupchat
[12] continue
[12] series
[12] building

Top Words in Tweet in G4:
[31] txeduchat
[29] ecechat
[25] operiumj
[22] teacherfriends
[18] teacher
[18] kinderchat
[18] txed
[18] elemmathchat
[8] class
[5] crosbykinder

Top Words in Tweet in G5:
[41] txeduchat
[27] txed
[24] edchat
[19] harvey
[18] e_sheninger
[13] step
[13] up
[13] cpchat
[13] suptchat
[11] esc11

Top Words in Tweet in G6:
[41] edchat
[38] gtchat
[38] tagt
[35] txeduchat
[34] right
[34] join
[33] gingerlewman
[33] pbl
[32] nagc
[28] doing

Top Words in Tweet in G7:
[72] school
[37] txeduchat
[25] up
[24] help
[23] mann4edu
[23] hey
[23] leaders
[23] sign
[23] impacted
[23] harvey2017

Top Words in Tweet in G8:
[58] txeduchat
[30] coming
[30] houston
[30] tx
[30] fuelgreatminds
[30] satchat
[30] urbanedchat
[30] 5thchat
[30] ntchat
[6] edchat

Top Words in Tweet in G9:
[60] txeduchat
[53] coming
[51] urbanedchat
[50] houston
[50] tx
[50] fuelgreatminds
[50] satchat
[50] 5thchat
[50] ntchat
[15] edchat

Top Words in Tweet in G10:
[12] need
[12] txeduchat
[11] still
[11] librarians
[11] public
[11] schools
[11] futureready
[10] becalzada
[2] txlchat

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[82] coming,houston
[82] houston,tx
[82] tx,fuelgreatminds
[82] fuelgreatminds,satchat
[82] satchat,urbanedchat
[82] urbanedchat,5thchat
[82] 5thchat,txeduchat
[82] txeduchat,ntchat
[80] txed,txeduchat
[55] edchat,txeduchat

Top Word Pairs in Tweet in G1:
[24] principals,harvey
[24] harvey,damage
[24] damage,sign
[24] sign,up
[24] up,needs
[24] needs,others
[24] others,adopt
[24] adopt,campus
[24] campus,cpchat
[24] cpchat,txeduchat

Top Word Pairs in Tweet in G2:
[24] txeduchat,txed
[20] tlchat,txlchat
[20] txlchat,tlchat
[12] check,out
[12] tlchat,txeduchat
[11] technotes,blog
[11] tcea,txlchat
[10] txlchat,edchat
[10] txed,txeduchat
[9] research,tools

Top Word Pairs in Tweet in G3:
[12] edugladiators,continue
[12] continue,series
[12] series,building
[12] building,teacher
[12] teacher,capacity
[12] capacity,w
[12] w,author
[12] author,aaron_hogan
[12] aaron_hogan,saturday
[12] saturday,8amct

Top Word Pairs in Tweet in G4:
[18] teacher,txeduchat
[18] txeduchat,kinderchat
[18] kinderchat,teacherfriends
[18] teacherfriends,ecechat
[18] ecechat,txed
[18] txed,elemmathchat
[17] operiumj,teacher
[5] crosbykinder,ecechat
[5] ecechat,txeduchat
[5] nothing,sweet

Top Word Pairs in Tweet in G5:
[27] txed,txeduchat
[13] step,up
[13] edchat,cpchat
[13] cpchat,suptchat
[11] hurricaneharvey,txed
[11] e_sheninger,step
[9] up,edchat
[9] suptchat,leadupchat
[9] leadupchat,satchat
[9] satchat,satchatwc

Top Word Pairs in Tweet in G6:
[32] tagt,nagc
[28] doing,right
[28] right,tagt
[28] nagc,pblchat
[28] pblchat,edchat
[27] gingerlewman,pbl
[27] pbl,doing
[19] edchat,txeduchat
[18] week,gingerlewman
[15] gtchat,week

Top Word Pairs in Tweet in G7:
[23] hey,school
[23] school,leaders
[23] leaders,sign
[23] sign,school
[23] school,up
[23] up,help
[23] help,school
[23] school,impacted
[23] impacted,harvey2017
[21] mann4edu,hey

Top Word Pairs in Tweet in G8:
[30] coming,houston
[30] houston,tx
[30] tx,fuelgreatminds
[30] fuelgreatminds,satchat
[30] satchat,urbanedchat
[30] urbanedchat,5thchat
[30] 5thchat,txeduchat
[30] txeduchat,ntchat
[3] txed,txeduchat
[2] edchat,txeduchat

Top Word Pairs in Tweet in G9:
[50] coming,houston
[50] houston,tx
[50] tx,fuelgreatminds
[50] fuelgreatminds,satchat
[50] satchat,urbanedchat
[50] urbanedchat,5thchat
[50] 5thchat,txeduchat
[50] txeduchat,ntchat
[15] edchat,edtech
[7] absolute,favorite

Top Word Pairs in Tweet in G10:
[11] still,need
[11] need,librarians
[11] librarians,public
[11] public,schools
[11] schools,txeduchat
[11] txeduchat,futureready
[10] becalzada,still

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@khund
@tcea
@gingerlewman
@mann4edu
@operiumj
@aaron_hogan
@e_sheninger
@txeducatorsvote
@gtchatmod
@yabooksandmore

Top Mentioned in G1:
@khund
@txeducatorsvote
@schoolpriority
@fotpstx
@pastors4txkids
@txparentpac
@txprincipalorg
@jjvandal
@mi_castillo

Top Mentioned in G2:
@tcea
@yabooksandmore
@_michellecooper
@mguhlin
@k12oer
@flipgrid
@karenvaites
@rafranzdavis
@edutechtastic
@becalzada

Top Mentioned in G3:
@aaron_hogan
@edugladiators
@vealheidi
@kylemcclure
@heffrey
@tcca12
@stephanieryon
@mann4edu
@juliamishler

Top Mentioned in G4:
@operiumj
@crosbykinder
@pamelabroussar6
@txeduchat
@ecechat
@montroy_ckcprek
@prekteacherhw
@texasbookclub
@edunationau
@texasauthors

Top Mentioned in G5:
@e_sheninger
@traciegcain
@rigorrelevance
@edu_kevin_
@kilgoretech
@elisabeth13

Top Mentioned in G6:
@gingerlewman
@gtchatmod
@nagcgifted
@ljconrad
@tcea
@chrisdaviscng
@storify
@urbanedchat
@tbresnahan1
@traciegcain

Top Mentioned in G7:
@mann4edu
@bjohnsonedu
@e_sheninger
@shakeuplearning
@amcmscatpride

Top Mentioned in G9:
@tommyspall
@missdepted
@la_believes
@sew1080
@educatoralex
@karenvaites
@urbanedchat

Top Mentioned in G10:
@becalzada
@brucerosenstein
@yabooksandmore

Top Tweeters
Top Tweeters in Entire Graph:
@edgametec
@tekieboard
@bar_zie
@rafranzdavis
@educationweek
@technolibrary
@shannonmmiller
@nathan_stevens
@ngueti
@joykirr

Top Tweeters in G1:
@bar_zie
@txprincipalorg
@dinahmillertx
@pastors4txkids
@burnsidemath
@chris_garces1
@toolsteachers
@txeducatorsvote
@mdyoungucea
@khund

Top Tweeters in G2:
@rafranzdavis
@mguhlin
@flipgrid
@devorahheitner
@tcea
@_michellecooper
@yabooksandmore
@msd_reads_vt
@dormanmath
@karenvaites

Top Tweeters in G3:
@edutweetoz
@wadestanford
@drpowerscms
@aaron_hogan
@johnwink90
@maggiemaslowski
@mrsmorgansclass
@heffrey
@vealheidi
@treyw97

Top Tweeters in G4:
@texasauthors
@jenngroach
@txeduchat
@loveteachinatvp
@thinkstretch
@texasbookclub
@jeancapuano
@coburncori
@pearsonjaclyn
@crosbykinder

Top Tweeters in G5:
@e_sheninger
@ascd
@azhsprin
@petermdewitt
@charleswgardner
@mamaestes
@rigorrelevance
@traciegcain
@mentorteachers
@edu_kevin_

Top Tweeters in G6:
@edgametec
@yanstv
@gingerlewman
@gtchatmod
@ljconrad
@tceamg
@laughingatchaos
@jofrei
@archi__pi
@tbresnahan1

Top Tweeters in G7:
@urbie
@mann4edu
@j_stew314
@skhen
@dlegore
@bjohnsonedu
@jeffdavisde
@jenniferhcox
@kld12
@drrhondablack4

Top Tweeters in G8:
@matthew_arend
@assignmenthelpn
@teachfromhere
@chris_chappotin
@steamlearnlab
@hmwdesign_bot
@tanyapsnook
@participatechat
@hist_simulation
@dolezsarglarvin

Top Tweeters in G9:
@tekieboard
@edtechspec
@tommyspall
@urbanedchat
@digitalcrawford
@msbolandsci
@annamywarfield
@educatoralex
@la_believes
@joyousscience

Top Tweeters in G10:
@shannonmmiller
@brucerosenstein
@becalzada
@mckinleytechlib
@mrslaluvsbooks
@librarygal
@gwenchilada0806
@nardalugo123
@jacquel61941232
@lizclaireohara