#carnegiesummit2020, Twitter, 4/6/2020 12:01:25 AM, 224454


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#carnegiesummit2020_2020-04-05_16-52-03.xlsx
#carnegiesummit2020_2020-04-05_16-52-03.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
April 06, 2020
Short Description:
#carnegiesummit2020 via NodeXL https://bit.ly/2ViirCX
@carnegiefdn
@newvisionsnyc
@wested
@johndiamondphd
@srincongallardo
@marybridgetedu
@amandalewisphd
@francescagino
@hfm44
@edgalpbs

Top hashtags:
#carnegiesummit2020
#improvement
#improvementscience
#equity

Description:
Description
The graph represents a network of 231 Twitter users whose recent tweets contained "#carnegiesummit2020", 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 Sunday, 05 April 2020 at 23:52 UTC.

The tweets in the network were tweeted over the 6-day, 7-hour, 19-minute period from Sunday, 29 March 2020 at 13:53 UTC to Saturday, 04 April 2020 at 21:12 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 : 231
Unique Edges : 471
Edges With Duplicates : 449
Total Edges : 920
Number of Edge Types : 5
MentionsInRetweet : 437
Retweet : 40
Tweet : 51
Mentions : 364
Replies to : 28
Self-Loops : 52
Reciprocated Vertex Pair Ratio : 0.0820610687022901
Reciprocated Edge Ratio : 0.151675485008818
Connected Components : 5
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 224
Maximum Edges in a Connected Component : 914
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.391473
Graph Density : 0.0106719367588933
Modularity : 0.355549
NodeXL Version : 1.0.1.429
Data Import : The graph represents a network of 231 Twitter users whose recent tweets contained "#carnegiesummit2020", 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 Sunday, 05 April 2020 at 23:52 UTC.

The tweets in the network were tweeted over the 6-day, 7-hour, 19-minute period from Sunday, 29 March 2020 at 13:53 UTC to Saturday, 04 April 2020 at 21:12 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 : TwitterSearch
Graph Term : #carnegiesummit2020
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:
[13] https://www.carnegiefoundation.org/summit/registration/
[5] https://www.carnegiefoundation.org/summit/
[2] https://ny-kids.org/nykids-carnegie-summit-2020-virtual-poster-presentation-2/
[2] https://twitter.com/OliviaR67345604/status/1246160576507596800
[2] https://www.carnegiefoundation.org/summit2020
[2] https://twitter.com/CarnegieFdn/status/1245018013323198472
[1] https://twitter.com/ac_schafer/status/1246215453053259784
[1] https://ny-kids.org/catalysts-for-improvement-in-positive-outlier-schools-lessons-about-innovation-and-resilience-in-tumultuous-times/
[1] https://gardnercenter.stanford.edu/publications/engaging-partners-collective-inquiry-advance-equitable-college-attainment
[1] https://twitter.com/CarnegieFdn/status/1245398925315465219

Top URLs in Tweet in G1:
[8] https://www.carnegiefoundation.org/summit/registration/
[2] https://www.carnegiefoundation.org/summit2020
[2] https://ny-kids.org/nykids-carnegie-summit-2020-virtual-poster-presentation-2/
[1] https://www.carnegiefoundation.org/summit/program/posters/
[1] https://twitter.com/GeraldDryer/status/1244700926251761669
[1] https://twitter.com/pertslab/status/1244721038522343424
[1] https://www.carnegiefoundation.org/summit/program/sessions/
[1] https://twitter.com/carina_traub/status/1245349839308754950
[1] https://twitter.com/NewVisionsNYC/status/1245427814792417280
[1] https://www.carnegiefoundation.org/our-work/ilead/

Top URLs in Tweet in G2:
[5] https://www.carnegiefoundation.org/summit/registration/
[1] https://photos.google.com/share/AF1QipMl2jOqfr-Y_GOpHy3Hug7NIc_0Ig7pzwroF3U8SPLnRFdwX0FsOMWbdS04_Y3SlQ?key=SC1SM1VTNXFNVE9JNTZJWnZyR0xraHBuOWRWNzdn
[1] https://twitter.com/LeslieCRichard2/status/1245417752858374144
[1] https://twitter.com/CarnegieFdn/status/1245385817016561664
[1] https://twitter.com/munrorichardson/status/1245401284028633091
[1] https://twitter.com/mstrojanowski/status/1245760418259308545
[1] https://twitter.com/PD_JacksonATL/status/1245431258907205633

Top URLs in Tweet in G3:
[1] https://gardnercenter.stanford.edu/publications/engaging-partners-collective-inquiry-advance-equitable-college-attainment
[1] https://twitter.com/CarnegieFdn/status/1245398925315465219
[1] https://tweetedtimes.com/v/17573?s=tnp

Top URLs in Tweet in G4:
[1] https://twitter.com/CarnegieFdn/status/1244028995760312324
[1] https://www.carnegiefoundation.org/summit/
[1] https://twitter.com/michaelfullan1/status/1245390440448360452
[1] https://twitter.com/mprvmntvagabond/status/1246102613218615302

Top URLs in Tweet in G5:
[1] https://twitter.com/jimkohlmoos/status/1245702074597335042
[1] https://twitter.com/CarnegieFdn/status/1242895846175199233
[1] https://twitter.com/TheFundChicago/status/1245104598404268038
[1] https://www.yumpu.com/en/document/view/63192033/transforming-educational-systems-toward-continuous-improvement
[1] https://urldefense.proofpoint.com/v2/url?u=https-3A__www.carnegiefoundation.org_transforming-2Deducational-2Dsystems-2Dtoward-2Dcontinuous-2Dimprovement&d=DwMGaQ&c=euGZstcaTDllvimEN8b7jXrwqOf-v5A_CdpgnVfiiMM&r=i4qiexpma60ZAHNYM3P0CHPI5lGxkounOGkUyb6Blbw&m=Z13FMDAuEScJsh1KBHBE1GTKfD2Y0B5klwtMFbhYX7E&s=lRkcxFls-ScfZGV2LB0eTB3KS2WafM9huQ4Ai6YvsMQ&e=
[1] https://twitter.com/jimkohlmoos/status/1245364252761825280
[1] https://twitter.com/carnegiefdn/status/1245478007059271682
[1] https://twitter.com/MaryBridgetEdu/status/1246100124763394050
[1] https://twitter.com/equityproject/status/1245409563827769345

Top URLs in Tweet in G6:
[1] https://twitter.com/CarnegieFdn/status/1245018013323198472

Top URLs in Tweet in G7:
[3] https://www.carnegiefoundation.org/summit/

Top URLs in Tweet in G10:
[1] https://www.wested.org/wested_event/carnegie-foundation-summit-2020/
[1] https://www.wested.org/mic-summative-evaluation-reports/
[1] https://s3.amazonaws.com/v3-app_crowdc/assets/3/31/31a1be288fc7241c/Summit2020_CSAP_Continuous_Improvement_Models_of_Success_Infographic_FINAL.original.1585675758.pdf?1585675760
[1] https://twitter.com/OliviaR67345604/status/1246160576507596800

Top Domains
Top Domains in Tweet in Entire Graph:
[29] twitter.com
[24] carnegiefoundation.org
[3] ny-kids.org
[2] wested.org
[2] linkedin.com
[1] stanford.edu
[1] google.com
[1] amazonaws.com
[1] zoom.us
[1] proofpoint.com

Top Domains in Tweet in G1:
[15] carnegiefoundation.org
[11] twitter.com
[3] ny-kids.org
[1] rebeltalents.org

Top Domains in Tweet in G2:
[5] carnegiefoundation.org
[5] twitter.com
[1] google.com

Top Domains in Tweet in G3:
[1] stanford.edu
[1] twitter.com
[1] tweetedtimes.com

Top Domains in Tweet in G4:
[3] twitter.com
[1] carnegiefoundation.org

Top Domains in Tweet in G5:
[7] twitter.com
[1] yumpu.com
[1] proofpoint.com

Top Domains in Tweet in G6:
[1] twitter.com

Top Domains in Tweet in G7:
[3] carnegiefoundation.org

Top Domains in Tweet in G10:
[2] wested.org
[1] amazonaws.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[377] carnegiesummit2020
[22] improvement
[21] improvementscience
[20] equity
[11] rebeltalent
[8] eddata
[7] mineolaproud
[5] edresearch
[4] r4til
[4] edchat



Top Hashtags in Tweet in G1:
[137] carnegiesummit2020
[17] improvementscience
[6] improvement
[4] equity
[4] r4til
[3] eddata
[3] oklaed
[3] positiveoutlier
[2] rebels
[2] data

Top Hashtags in Tweet in G2:
[63] carnegiesummit2020
[16] improvement
[13] equity
[7] rebeltalent
[3] greenshirt
[2] leadership
[1] tonybryk
[1] educators
[1] teacherslead
[1] oopsidroppedthelemontart

Top Hashtags in Tweet in G3:
[56] carnegiesummit2020
[5] eddata
[4] edresearch
[2] leading4equity
[2] liberatorydesign
[1] covid19
[1] equity

Top Hashtags in Tweet in G4:
[18] carnegiesummit2020
[1] studentvoice

Top Hashtags in Tweet in G5:
[37] carnegiesummit2020
[1] rebeltalent
[1] zoom

Top Hashtags in Tweet in G6:
[6] mineolaproud
[4] carnegiesummit2020

Top Hashtags in Tweet in G7:
[16] carnegiesummit2020
[1] equity
[1] collectiveefficacy
[1] data
[1] research
[1] rebeltalent
[1] rebels

Top Hashtags in Tweet in G8:
[7] carnegiesummit2020

Top Hashtags in Tweet in G9:
[21] carnegiesummit2020
[2] improvementscience
[1] rebeltalent
[1] nodexl
[1] silos
[1] ego
[1] notinventedhere

Top Hashtags in Tweet in G10:
[10] carnegiesummit2020
[3] edleaders
[3] edchat
[2] mathematics
[1] mathematic
[1] edresearch
[1] education
[1] math
[1] sped
[1] edleadership

Top Words
Top Words in Tweet in Entire Graph:
[949] Words in Sentiment List#1: Positive
[152] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[13484] Non-categorized Words
[14585] Total Words
[526] #carnegiesummit2020
[277] carnegiefdn
[150] improvement
[113] session
[106] virtual

Top Words in Tweet in G1:
[201] #carnegiesummit2020
[99] carnegiefdn
[57] improvement
[56] virtual
[41] work
[36] session
[29] sessions
[26] live
[22] 30
[21] tony

Top Words in Tweet in G2:
[90] #carnegiesummit2020
[52] carnegiefdn
[23] improvement
[21] virtual
[20] #improvement
[17] francescagino
[16] session
[15] #equity
[14] johndiamondphd
[14] tony

Top Words in Tweet in G3:
[73] #carnegiesummit2020
[35] equity
[30] session
[29] carnegiefdn
[26] improvement
[23] bettylugonyc
[23] data
[21] thegijonesproj
[16] thank
[16] equityproject

Top Words in Tweet in G4:
[23] #carnegiesummit2020
[17] carnegiefdn
[12] session
[11] laura
[9] srincongallardo
[7] carnegie
[7] capacity
[7] building
[7] michaelfullan1
[7] schwalm

Top Words in Tweet in G5:
[40] #carnegiesummit2020
[24] carnegiefdn
[11] work
[10] improvement
[6] bryk
[5] schools
[5] learning
[5] systems
[5] francescagino
[4] keynote

Top Words in Tweet in G6:
[11] #carnegiesummit2020
[9] jennmaich
[6] #mineolaproud
[6] inquiry
[5] unbelievably
[5] team
[5] mineolams
[5] presented
[5] work
[5] pd

Top Words in Tweet in G7:
[29] #carnegiesummit2020
[13] carnegiefdn
[12] improvement
[8] session
[7] chicago
[7] live
[7] virtual
[5] learning
[5] analytic
[5] inform

Top Words in Tweet in G8:
[14] #carnegiesummit2020
[9] carnegiefdn
[7] chipubschools
[6] city
[6] way
[6] public
[5] chicago
[5] carnegiecorp
[4] improving
[4] large

Top Words in Tweet in G9:
[22] #carnegiesummit2020
[19] carnegiefdn
[10] readclt
[8] data
[6] progress
[5] change
[5] looking
[5] forward
[4] great
[4] session

Top Words in Tweet in G10:
[13] #carnegiesummit2020
[11] improvement
[10] carnegiefdn
[5] day
[5] systems
[4] #edleaders
[4] #edchat
[3] district
[3] data
[3] learning

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[92] carnegiefdn,#carnegiesummit2020
[71] virtual,#carnegiesummit2020
[60] #carnegiesummit2020,carnegiefdn
[42] tony,bryk
[26] improvement,science
[22] bryk,#carnegiesummit2020
[21] #carnegiesummit2020,session
[20] thegijonesproj,bettylugonyc
[18] live,virtual
[17] #equity,#improvement

Top Word Pairs in Tweet in G1:
[38] virtual,#carnegiesummit2020
[33] carnegiefdn,#carnegiesummit2020
[20] #carnegiesummit2020,carnegiefdn
[13] tony,bryk
[13] cheryl,broadnax
[11] live,sessions
[11] heidiblack314,cheryl
[10] 30,pdt
[9] bryk,#carnegiesummit2020
[9] carnegiefdn,president

Top Word Pairs in Tweet in G2:
[17] #carnegiesummit2020,carnegiefdn
[16] virtual,#carnegiesummit2020
[13] tony,bryk
[10] #equity,#improvement
[9] carnegiefdn,#equity
[7] bryk,#carnegiesummit2020
[6] improvement,science
[6] carnegiefdn,#carnegiesummit2020
[6] key,takeaways
[6] live,virtual

Top Word Pairs in Tweet in G3:
[21] carnegiefdn,#carnegiesummit2020
[18] thegijonesproj,bettylugonyc
[10] #carnegiesummit2020,session
[8] session,thegijonesproj
[7] #carnegiesummit2020,carnegiefdn
[7] yes,thank
[7] thank,thegijonesproj
[6] equity,focused
[6] racial,equity
[6] great,session

Top Word Pairs in Tweet in G4:
[12] carnegiefdn,#carnegiesummit2020
[7] capacity,building
[7] laura,schwalm
[6] getting,serious
[6] #carnegiesummit2020,shuemedillms
[5] schwalm,srincongallardo
[5] far,fav
[5] fav,graphic
[5] graphic,represent
[5] represent,equity

Top Word Pairs in Tweet in G5:
[11] carnegiefdn,#carnegiesummit2020
[5] #carnegiesummit2020,carnegiefdn
[3] carnegiefdn,tvanderark
[3] tony,bryk
[3] improvement,carnegiefdn
[3] opening,keynote
[2] classrooms,schools
[2] schools,districts
[2] teachplus,#carnegiesummit2020
[2] #carnegiesummit2020,crushing

Top Word Pairs in Tweet in G6:
[5] unbelievably,#mineolaproud
[5] #mineolaproud,team
[5] team,mineolams
[5] mineolams,presented
[5] presented,work
[5] work,pd
[5] pd,inquiry
[5] inquiry,cycle
[5] cycle,pertslab
[5] pertslab,#carnegiesummit2020

Top Word Pairs in Tweet in G7:
[5] carnegiefdn,#carnegiesummit2020
[5] improvement,#carnegiesummit2020
[5] virtual,#carnegiesummit2020
[4] #carnegiesummit2020,carnegiefdn
[4] insightful,reminder
[4] reminder,chicago's
[4] chicago's,success
[4] success,tracydell98
[4] tracydell98,opedfoundation
[4] opedfoundation,jennynagaoka

Top Word Pairs in Tweet in G8:
[4] improving,large
[4] large,city
[4] city,schools
[4] schools,possible
[4] possible,chicago
[4] chicago,shows
[4] shows,way
[4] way,#carnegiesummit2020
[4] #carnegiesummit2020,chipubschools
[4] chipubschools,carnegiefdn

Top Word Pairs in Tweet in G9:
[6] carnegiefdn,readclt
[4] tony,bryk
[4] narratives,progress
[4] #carnegiesummit2020,one
[4] looking,forward
[3] change,packages
[3] much,truth
[3] truth,#carnegiesummit2020
[3] #carnegiesummit2020,carnegiefdn
[3] getting,ready

Top Word Pairs in Tweet in G10:
[3] #carnegiesummit2020,day
[3] day,carnegiefdn
[3] improvement,science
[3] #carnegiesummit2020,carnegiefdn
[3] carnegiefdn,#edleaders
[3] #edleaders,#edchat
[3] continuous,improvement
[2] carnegiefdn,#mathematics
[2] science,matter
[2] matter,simply

Top Replied-To
Top Replied-To in Entire Graph:
@carnegiefdn
@teachplus
@tommalarkey
@georgiastateu
@jimkohlmoos
@francescagino
@emmakp
@greco_pat
@tutormentorteam
@munrorichardson

Top Replied-To in G1:
@carnegiefdn
@georgiastateu
@tommalarkey
@teachplus
@greco_pat
@francescagino
@axhowel
@jimkohlmoos
@tutormentorteam

Top Replied-To in G2:
@emmakp
@francescagino
@carnegiefdn

Top Replied-To in G3:
@tommalarkey
@georgiastateu
@aow1
@jalawlor2

Top Replied-To in G4:
@carnegiefdn

Top Replied-To in G5:
@teachplus
@jimkohlmoos
@greco_pat

Top Replied-To in G6:
@jennmaich

Top Replied-To in G9:
@carnegiefdn
@doctorbiag
@munrorichardson

Top Mentioned
Top Mentioned in Entire Graph:
@carnegiefdn
@francescagino
@bettylugonyc
@johndiamondphd
@thegijonesproj
@heidiblack314
@amandalewisphd
@chipubschools
@equityproject
@michaelfullan1

Top Mentioned in G1:
@carnegiefdn
@heidiblack314
@francescagino
@strivetogether
@chipubschools
@johndiamondphd
@amandalewisphd
@tvanderark
@msanichini
@readclt

Top Mentioned in G2:
@carnegiefdn
@francescagino
@johndiamondphd
@amandalewisphd
@snpalmer12
@georgiastateu
@tim_renick
@hannahweissler
@jmanai
@michaelehanson

Top Mentioned in G3:
@carnegiefdn
@bettylugonyc
@thegijonesproj
@equityproject
@nycschools
@tommalarkey
@amandalewisphd
@strivetogether
@johndiamondphd
@doechancellor

Top Mentioned in G4:
@carnegiefdn
@srincongallardo
@michaelfullan1
@shuemedillms
@michelesavage72
@lindseymuldoon
@christinak12
@uoft

Top Mentioned in G5:
@carnegiefdn
@francescagino
@tvanderark
@coredistricts
@johndiamondphd
@rmiller25
@education_air
@airinforms
@suptjaraccsd
@carnegiecorp

Top Mentioned in G6:
@jennmaich
@mineolams
@pertslab
@leslievanbell
@mustangs1226
@mrshazenmineola
@staci_durnin
@msamzler
@seriomrs
@mrsborges_mms

Top Mentioned in G7:
@carnegiefdn
@tracydell98
@uchiconsortium
@opedfoundation
@jennynagaoka
@johnqeaston
@uic_cuel
@francescagino
@leadforequity
@michaelfullan1

Top Mentioned in G8:
@carnegiefdn
@chipubschools
@carnegiecorp
@francescagino

Top Mentioned in G9:
@carnegiefdn
@readclt
@helpseducation
@brandonb_isc
@francescagino
@munrorichardson

Top Mentioned in G10:
@carnegiefdn
@cvesdnews
@mathincommon
@calstate

Top Tweeters
Top Tweeters in Entire Graph:
@dropoutnation
@markedeschaine
@tutormentorteam
@acpcarnegie
@anitabgreen
@xvanni
@riosupt
@tvanderark
@paramountnashik
@pbssocal

Top Tweeters in G1:
@dropoutnation
@markedeschaine
@acpcarnegie
@tvanderark
@mita11rosita
@lrngldr
@hilaryferencak
@allisontitcomb
@kennethdward
@strivetogether

Top Tweeters in G2:
@anitabgreen
@riosupt
@georgiastateu
@pd_jacksonatl
@ckesselheim
@cubblib
@jimkohlmoos
@greenangiz
@francescagino
@flconsortium

Top Tweeters in G3:
@paramountnashik
@pbssocal
@paulforbesnyc
@nycschools
@bpenuel
@doechancellor
@rachelbarrer7
@gardnercenter
@edgalpbs
@tigardtualsd

Top Tweeters in G4:
@xvanni
@kpowellmanning
@mauropinoyy
@christinak12
@romy_chachere
@ceciliaazorin
@cmoralesteach
@wmexeced
@michaelfullan1
@srincongallardo

Top Tweeters in G5:
@teachplus
@airinforms
@bcg
@dallasschools
@education_air
@marybridgetedu
@dangordondc
@suptjaraccsd
@hfm44
@michaelehanson

Top Tweeters in G6:
@naglersnotions
@pertslab
@mrsborges_mms
@mineolams
@jennmaich
@mstrojanowski
@aubviously333
@jacquiebeaubien
@leslievanbell
@kmurphyteach

Top Tweeters in G7:
@harvardhbs
@uoft
@jefcoed
@leahterry2
@isetl_
@leadforequity
@uchiconsortium
@tracydell98
@evelyncjones
@johnqeaston

Top Tweeters in G8:
@chipubschools
@jamielarsh
@cjmccoy
@carnegiecorp
@learningzest
@debrawexler_
@nikid693
@valerieborchers
@destinylwarrior

Top Tweeters in G9:
@tutormentorteam
@dr_v_lucy
@bensonlearn
@readclt
@brandonb_isc
@munrorichardson
@helpseducation
@brownmadisonj

Top Tweeters in G10:
@calstate
@wested
@cvesdnews
@mathincommon
@malikebuf
@e_d_and_d