#BetterTogetherCA, Twitter, 6/18/2019 5:47:20 AM, 200329


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#BetterTogetherCA_2019-06-17_22-37-21.xlsx
#BetterTogetherCA_2019-06-17_22-37-21.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
June 18, 2019
Short Description:
#BetterTogetherCA via NodeXL http://bit.ly/2InNQhN
@mrsbarnett_tchr
@cueinc
@cateachersummit
@thetechrabbi
@catetolnai
@mrmakemathsense
@mrnunesteach
@gosnellmac
@technolandy
@jcorippo

Top hashtags:
#bettertogetherca
#educatedbydesign
#wearecue
#bcedchat
#mtbos

Description:
Description
The graph represents a network of 201 Twitter users whose recent tweets contained "#BetterTogetherCA", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Tuesday, 18 June 2019 at 05:39 UTC.

The tweets in the network were tweeted over the 9-day, 12-hour, 23-minute period from Saturday, 08 June 2019 at 16:11 UTC to Tuesday, 18 June 2019 at 04:35 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 : 201
Unique Edges : 328
Edges With Duplicates : 933
Total Edges : 1261
Self-Loops : 220
Reciprocated Vertex Pair Ratio : 0.14004914004914
Reciprocated Edge Ratio : 0.245689655172414
Connected Components : 4
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 194
Maximum Edges in a Connected Component : 1252
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.76586
Graph Density : 0.0115422885572139
Modularity : 0.207088
NodeXL Version : 1.0.1.413

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[8] https://cue.org/fall/
[5] http://cue.configio.com/pd/505/?code=F0R28ltfbc
[4] https://twitter.com/thetechrabbi/status/1140804574288187392
[4] https://twitter.com/MrsBarnett_Tchr/status/1138267859229007875
[4] https://twitter.com/MrsBarnett_Tchr/status/1138269368872103936
[4] https://rockstarbigbear2019.sched.com/
[4] https://www.educationdive.com/news/playing-games-reduces-learning-anxiety-for-students/556046/
[4] https://twitter.com/TheTechRabbi/status/1140807594161975296
[3] https://twitter.com/thetechrabbi/status/1140803064426901504
[3] https://twitter.com/thetechrabbi/status/1140810614161510400

Top URLs in Tweet in G1:
[2] https://twitter.com/MrsBarnett_Tchr/status/1138269368872103936
[2] https://www.goodreads.com/topic/show/19853474-june-book-club-slow-chat---q2
[2] https://www.goodreads.com/topic/show/19869849-june-book-club-slow-chat---q4
[1] https://twitter.com/CATeacherSummit/status/1137801544152358913
[1] https://techtribeedu.blogspot.com/2018/04/sketch50-and-growth-mindset-tenderfoot.html
[1] https://twitter.com/MrsBarnett_Tchr/status/1138278931927191552
[1] https://twitter.com/recruiter4fsusd/status/1139592868396355584
[1] https://twitter.com/WeAreTeachers/status/1138902822160863234
[1] https://twitter.com/TheTechRabbi/status/1140807594161975296
[1] https://twitter.com/gosnellmac/status/1138070922122997762

Top URLs in Tweet in G2:
[8] https://cue.org/fall/
[5] http://cue.configio.com/pd/505/?code=F0R28ltfbc
[4] https://rockstarbigbear2019.sched.com/
[2] https://conference.iste.org/2019/program/search/index.php?other={"nm":"CUE","vl":"afl_cue"}
[2] https://summit.virgilcon.com/
[1] https://www.eventbrite.com/e/caliedtech-cheesesteaks-at-iste19-tickets-60889732830
[1] http://blog.cue.org/addressing-social-emotional-learning-in-edu/

Top URLs in Tweet in G3:
[2] https://twitter.com/thetechrabbi/status/1140804574288187392
[2] https://twitter.com/MrsBarnett_Tchr/status/1138267859229007875
[2] https://twitter.com/mrsbarnett_tchr/status/1140801554208808960
[2] https://twitter.com/thetechrabbi/status/1140806084011053056
[2] https://twitter.com/thetechrabbi/status/1140809104279113728
[2] https://twitter.com/thetechrabbi/status/1140810614161510400
[2] https://whatbinder.com/2019/02/07/making-projects-meaningful-creator-spotlights/
[2] https://twitter.com/TheTechRabbi/status/1140803064426901504
[1] https://twitter.com/MrsBarnett_Tchr/status/1138278931927191552
[1] https://bookcreator.com/2015/02/students-teaching-students-totally-awesome/

Top URLs in Tweet in G4:
[4] https://www.educationdive.com/news/playing-games-reduces-learning-anxiety-for-students/556046/
[2] https://twitter.com/TheTechRabbi/status/1140807594161975296
[2] https://twitter.com/MrsBarnett_Tchr/status/1138269368872103936
[2] https://www.educationdive.com/news/efficiency-communication-key-in-averting-teacher-burnout/553921/
[2] https://www.edsurge.com/news/2019-06-10-how-to-demonstrate-confidence-in-your-teaching
[2] https://greatergood.berkeley.edu/article/item/how_to_motivate_kids_to_practice_hard_things?utm_medium=Email&utm_source=ExactTarget&utm_campaign=20190602MindShiftNewsletterSubscribers&mc_key=00Qi000001jU8b8EAC
[2] https://twitter.com/thetechrabbi/status/1140804574288187392
[2] https://twitter.com/thetechrabbi/status/1140807594161975296
[1] https://twitter.com/MrsBarnett_Tchr/status/1137919300629491712
[1] https://twitter.com/gosnellmac/status/1138070922122997762

Top URLs in Tweet in G5:
[2] https://twitter.com/mrmakemathsense/status/1138879416409321472
[1] https://twitter.com/mrmakemathsense/status/1138228206262034432
[1] https://twitter.com/mrmakemathsense/status/1138618371753119749
[1] https://twitter.com/mrmakemathsense/status/1139006359402209281
[1] https://twitter.com/mrmakemathsense/status/1139218419713052674
[1] https://twitter.com/mrmakemathsense/status/1139281283102564352
[1] https://twitter.com/mrmakemathsense/status/1139566908733136896
[1] https://twitter.com/mrmakemathsense/status/1139715123155615746
[1] https://twitter.com/mrmakemathsense/status/1140097051151106049

Top URLs in Tweet in G10:
[1] https://www.nytimes.com/2019/03/30/opinion/sunday/fix-high-school-education.html
[1] https://twitter.com/nowthisnews/status/1138129447289180160

Top Domains
Top Domains in Tweet in Entire Graph:
[112] twitter.com
[9] cue.org
[6] goodreads.com
[6] educationdive.com
[5] configio.com
[5] whatbinder.com
[4] wordpress.com
[4] sched.com
[3] edsurge.com
[2] virgilcon.com

Top Domains in Tweet in G1:
[24] twitter.com
[6] goodreads.com
[1] blogspot.com
[1] edublogs.org

Top Domains in Tweet in G2:
[9] cue.org
[5] configio.com
[4] sched.com
[2] iste.org
[2] virgilcon.com
[1] eventbrite.com

Top Domains in Tweet in G3:
[41] twitter.com
[5] whatbinder.com
[3] wordpress.com
[1] bookcreator.com
[1] youtube.com

Top Domains in Tweet in G4:
[36] twitter.com
[6] educationdive.com
[3] edsurge.com
[2] berkeley.edu
[1] edweek.org
[1] languagemagazine.com
[1] the74million.org
[1] kqed.org
[1] brandman.edu
[1] edutopia.org

Top Domains in Tweet in G5:
[10] twitter.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[580] bettertogetherca
[112] educatedbydesign
[92] wearecue
[63] bcedchat
[63] mtbos
[60] masterychat
[58] cuecreativityln
[58] ditchbook
[58] iteachmath
[58] imagineedchat



Top Hashtags in Tweet in G1:
[177] bettertogetherca
[53] educatedbydesign
[49] wearecue
[41] cuecreativityln
[20] abcfteachers
[15] fallcue
[9] cuerockstar
[8] 3rdchat
[8] techtribeedu
[7] caedchat

Top Hashtags in Tweet in G2:
[22] bettertogetherca
[14] fallcue
[13] tosachat
[13] cuerockstar
[13] edtech
[13] lessondesign
[11] wearecue
[10] ditchsummit
[9] fallcue19
[7] healthandwellness

Top Hashtags in Tweet in G3:
[196] bettertogetherca
[34] educatedbydesign
[22] edtech
[17] edchat
[7] wearecue
[6] cuecreativityln
[3] abcfteachers
[3] sketchnotes
[3] lessondesign
[2] caedchat

Top Hashtags in Tweet in G4:
[114] bettertogetherca
[23] wearecue
[17] educatedbydesign
[9] cuerockstar
[8] cuecreativityln
[6] cuechat
[5] abcfteachers
[5] fallcue
[3] kidsdeserveit
[2] edsurge

Top Hashtags in Tweet in G5:
[63] bcedchat
[63] mtbos
[60] masterychat
[58] iteachmath
[58] imagineedchat
[57] mathisfun
[56] retrogamer
[55] zaedu
[54] ditchbook
[51] txed

Top Hashtags in Tweet in G6:
[1] wearecue
[1] bettertogetherca
[1] cuerockstar
[1] kidsdeserveit
[1] podcastedu

Top Hashtags in Tweet in G7:
[6] bettertogetherca
[3] hyperdocs
[3] hyperslides
[3] hypermaps

Top Hashtags in Tweet in G8:
[2] bettertogetherca
[2] mindset
[1] serventleaders

Top Hashtags in Tweet in G9:
[9] bettertogetherca
[7] educatedbydesign
[1] edcuatedbydesign

Top Hashtags in Tweet in G10:
[2] tuesdaythoughts
[2] bettertogetherca
[1] caedchat

Top Words
Top Words in Tweet in Entire Graph:
[872] Words in Sentiment List#1: Positive
[194] Words in Sentiment List#2: Negative
[2] Words in Sentiment List#3: Angry/Violent
[18341] Non-categorized Words
[19408] Total Words
[580] #bettertogetherca
[150] thetechrabbi
[117] mrsbarnett_tchr
[114] students
[112] #educatedbydesign

Top Words in Tweet in G1:
[177] #bettertogetherca
[53] #educatedbydesign
[49] #wearecue
[46] thetechrabbi
[41] #cuecreativityln
[33] chat
[30] mrsbarnett_tchr
[27] join
[25] book
[22] year

Top Words in Tweet in G2:
[29] cueinc
[27] great
[22] #bettertogetherca
[20] new
[17] educators
[16] one
[15] teacher
[14] #fallcue
[13] register
[13] #tosachat

Top Words in Tweet in G3:
[196] #bettertogetherca
[47] thetechrabbi
[38] students
[34] #educatedbydesign
[31] ss
[31] mrsbarnett_tchr
[31] year
[30] s
[24] learning
[22] #edtech

Top Words in Tweet in G4:
[114] #bettertogetherca
[47] mrsbarnett_tchr
[46] thetechrabbi
[40] students
[33] learning
[30] ss
[26] more
[23] #wearecue
[22] choose
[21] cateachersummit

Top Words in Tweet in G5:
[63] #bcedchat
[63] #mtbos
[60] #masterychat
[58] #iteachmath
[58] #imagineedchat
[57] #mathisfun
[56] #retrogamer
[55] #zaedu
[54] #ditchbook
[54] mrmakemathsense

Top Words in Tweet in G6:
[2] tosastalkintech

Top Words in Tweet in G7:
[6] year
[6] #bettertogetherca
[5] mshaughs
[4] learning
[3] a3
[3] used
[3] #hyperdocs
[3] #hyperslides
[3] favorite
[3] #hypermaps

Top Words in Tweet in G8:
[2] sooooo
[2] happened
[2] again
[2] today
[2] two
[2] days
[2] row
[2] #bettertogetherca
[2] rockinrobinsca
[2] sokernunified

Top Words in Tweet in G9:
[9] #bettertogetherca
[7] #educatedbydesign
[7] ve
[7] students
[4] never
[4] help
[3] m
[3] understand
[3] math
[3] done

Top Words in Tweet in G10:
[3] students
[2] #tuesdaythoughts
[2] traditional
[2] classroom
[2] structure
[2] benefitting
[2] high
[2] school
[2] thoughts
[2] #bettertogetherca

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[63] #bcedchat,#mtbos
[60] #mtbos,#masterychat
[57] #iteachmath,#mathisfun
[56] #masterychat,#retrogamer
[55] #zaedu,#imagineedchat
[54] #retrogamer,#iteachmath
[54] #mathisfun,#zaedu
[54] #imagineedchat,#ditchbook
[51] #ditchbook,#txed
[50] #bettertogetherca,#educatedbydesign

Top Word Pairs in Tweet in G1:
[19] #cuecreativityln,#wearecue
[16] #bettertogetherca,book
[16] book,club
[15] everyone,welcome
[15] join,#bettertogetherca
[13] #wearecue,#abcfteachers
[12] creativity,classroom
[12] monday,june
[10] welcome,join
[9] share,#bettertogetherca

Top Word Pairs in Tweet in G2:
[13] going,vibrant
[13] vibrant,great
[13] great,new
[13] new,venue
[13] venue,great
[13] great,educators
[13] educators,one
[13] one,best
[13] best,#edtech
[13] #edtech,#lessondesign

Top Word Pairs in Tweet in G3:
[29] #bettertogetherca,#educatedbydesign
[17] #edchat,#bettertogetherca
[16] #edtech,#edchat
[6] last,year
[6] don,t
[5] 4th,grade
[4] mrsbarnett_tchr,#cuecreativityln
[4] #cuecreativityln,#wearecue
[4] mrsbarnett_tchr,thank
[4] excited,moderate

Top Word Pairs in Tweet in G4:
[8] #bettertogetherca,#educatedbydesign
[7] a3,week
[6] #cuecreativityln,#wearecue
[6] #bettertogetherca,#wearecue
[6] #wearecue,#bettertogetherca
[5] 7,pm
[5] week,patient
[5] #bettertogetherca,book
[5] book,club
[5] mrsbarnett_tchr,cateachersummit

Top Word Pairs in Tweet in G5:
[63] #bcedchat,#mtbos
[60] #mtbos,#masterychat
[57] #iteachmath,#mathisfun
[56] #masterychat,#retrogamer
[55] #zaedu,#imagineedchat
[54] #retrogamer,#iteachmath
[54] #mathisfun,#zaedu
[54] #imagineedchat,#ditchbook
[51] #ditchbook,#txed
[32] #inclusion,#bcedchat

Top Word Pairs in Tweet in G7:
[3] a3,used
[3] used,#hyperdocs
[3] #hyperdocs,#hyperslides
[3] #hyperslides,favorite
[3] favorite,#hypermaps
[3] #hypermaps,year
[3] year,ss
[3] ss,explore
[3] explore,content
[3] content,pace

Top Word Pairs in Tweet in G8:
[2] sooooo,happened
[2] happened,again
[2] again,today
[2] today,two
[2] two,days
[2] days,row
[2] row,#bettertogetherca
[2] #bettertogetherca,rockinrobinsca
[2] rockinrobinsca,sokernunified
[2] sokernunified,#mindset

Top Word Pairs in Tweet in G9:
[4] #bettertogetherca,#educatedbydesign
[2] ve,never
[2] sketch,notes
[2] help,students
[2] never,done
[2] #educatedbydesign,#bettertogetherca
[2] ve,heard

Top Word Pairs in Tweet in G10:
[2] #tuesdaythoughts,traditional
[2] traditional,classroom
[2] classroom,structure
[2] structure,benefitting
[2] benefitting,high
[2] high,school
[2] school,students
[2] students,thoughts

Top Replied-To
Top Replied-To in Entire Graph:
@thetechrabbi
@gosnellmac
@mrsbarnett_tchr
@learnswithzeal
@mrshugginsclass
@sarahcscribbles
@missmoeteaches
@teachtjt
@mrbarltrop
@msdefriese

Top Replied-To in G1:
@gosnellmac
@teachtjt
@learnswithzeal
@msdefriese
@mrshugginsclass
@sarahcscribbles
@thetechrabbi
@edtechandstyle
@technolandy
@mrsbarnett_tchr

Top Replied-To in G2:
@jmattmiller
@kristinoropeza

Top Replied-To in G3:
@thetechrabbi
@mrsbarnett_tchr
@mrbarltrop
@missmoeteaches
@gosnellmac
@sarahcscribbles
@learnswithzeal
@technolandy
@mshaughs
@mllevalsunshine

Top Replied-To in G4:
@gosnellmac

Top Replied-To in G5:
@thetechrabbi
@mrshugginsclass
@mrsbarnett_tchr
@cateachersummit
@mrmakemathsense
@mllevalsunshine
@sarahcscribbles
@mshaughs
@technolandy

Top Replied-To in G6:
@techtombusd

Top Replied-To in G7:
@mrmakemathsense

Top Mentioned
Top Mentioned in Entire Graph:
@thetechrabbi
@mrsbarnett_tchr
@mrmakemathsense
@cueinc
@cateachersummit
@sarahcscribbles
@jcorippo
@gosnellmac
@missmoeteaches
@mllevalsunshine

Top Mentioned in G1:
@thetechrabbi
@mrsbarnett_tchr
@sarahcscribbles
@missmoeteaches
@goodreads
@cateachersummit
@mllevalsunshine
@cueinc
@techieclassical
@sot_podcast

Top Mentioned in G2:
@cueinc
@jcorippo
@mrsbarnett_tchr
@mllevalsunshine
@msvillegas11
@adobeforedu
@kristinoropeza
@burnedinteacher
@mradamwelcome
@molapus

Top Mentioned in G3:
@thetechrabbi
@mrsbarnett_tchr
@flipgrid
@missmoeteaches
@sarahcscribbles
@gosnellmac
@mrbarltrop
@csuf_edtech
@cueinc
@cateachersummit

Top Mentioned in G4:
@thetechrabbi
@mrsbarnett_tchr
@cateachersummit
@sarahcscribbles
@gosnellmac
@learnswithzeal
@technolandy
@bridgetgengler
@mrsjenngoodman
@mrshugginsclass

Top Mentioned in G5:
@mrmakemathsense
@msmakemathsense
@cbmoe
@thetechrabbi
@minecraft
@mrshugginsclass
@sarahcscribbles
@padlet
@tinkercad
@heckawesome

Top Mentioned in G6:
@tntedtech
@tosastalkintech
@bribriggs
@edtechantics
@betweenthejohns
@john_eick
@cbustamante2222
@creativeedtech
@annkozma723
@catetolnai

Top Mentioned in G7:
@mshaughs
@scratch
@adobespark
@wevideo
@flipgrid
@thetechrabbi
@minecraft
@campbellcsi
@tinkercad

Top Mentioned in G8:
@rockinrobinsca
@sokernunified
@santiagoam115

Top Mentioned in G9:
@gowangators
@hainesjamie

Top Mentioned in G10:
@theccee

Top Tweeters
Top Tweeters in Entire Graph:
@gamergeeknews
@guykawasaki
@isocialfanz
@garyvee
@flipgrid
@burgessdave
@jcorippo
@joykirr
@ed
@scalarhumanity

Top Tweeters in G1:
@burgessdave
@kpteach5
@steinbrinklaura
@romdhanifaten
@coachgoodman
@jasonseliskar
@newsela
@marciamentor
@pgilders
@cuerockstar

Top Tweeters in G2:
@jcorippo
@ed
@scalarhumanity
@edsurge
@jmattmiller
@mradamwelcome
@jenroberts1
@randallsampson
@jnxyz
@tanyaavrith

Top Tweeters in G3:
@guykawasaki
@isocialfanz
@garyvee
@flipgrid
@taramartinedu
@mraspinall
@katieann_76
@pcalleypbvusd
@technolandy
@goodreads

Top Tweeters in G4:
@edutopia
@dbarrath
@seesaw
@carrieswidecki
@lewis1jj
@tedtalks
@d_a_keldsen
@judyblakeney
@eddivek12
@mindshiftkqed

Top Tweeters in G5:
@gamergeeknews
@joykirr
@heckawesome
@iteachmathall
@christineyh
@_on11
@nikfarmath
@padlet
@ladyredgolf
@mrshugginsclass

Top Tweeters in G6:
@annkozma723
@bribriggs
@mrnunesteach
@creativeedtech
@andersonedtech
@john_eick
@cbustamante2222
@edtechantics
@tntedtech
@betweenthejohns

Top Tweeters in G7:
@anotherschwab
@knikole
@adobespark
@mshaughs
@scratch
@wevideo
@teachtekbeck
@tinkercad
@campbellcsi

Top Tweeters in G8:
@tracyscottkelly
@santiagoam115
@sokernunified
@rockinrobinsca

Top Tweeters in G9:
@hainesjamie
@gowangators
@teachtjt

Top Tweeters in G10:
@duck_demon
@theccee