digitalequity, Twitter, 6/4/2020 2:51:35 AM, 228737


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digitalequity Twitter NodeXL SNA Map and Report for Thursday, 04 June 2020 at 02:43 UTC
digitalequity Twitter NodeXL SNA Map and Report for Thursday, 04 June 2020 at 02:43 UTC
From:
Smartkiwi
Uploaded on:
June 04, 2020
Short Description:
digitalequity via NodeXL https://bit.ly/2Mo82Bw
@nicolrhoward
@bytebackdc
@iste
@sarahdateechur
@nitamarie_js
@scalarhumanity
@michaelmflood
@rdene915
@edsurge
@digequitypln

Top hashtags:
#digitalequity
#remotelearning
#istedepln
#edtech
#dctech
#covid19

Description:
Description
The graph represents a network of 281 Twitter users whose recent tweets contained "digitalequity", 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 Thursday, 04 June 2020 at 02:44 UTC.

The tweets in the network were tweeted over the 4-day, 16-hour, 40-minute period from Saturday, 30 May 2020 at 09:30 UTC to Thursday, 04 June 2020 at 02:10 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 : 281
Unique Edges : 493
Edges With Duplicates : 103
Total Edges : 596
Number of Edge Types : 5
Retweet : 160
Tweet : 40
MentionsInRetweet : 231
Mentions : 156
Replies to : 9
Self-Loops : 42
Reciprocated Vertex Pair Ratio : 0.0580912863070539
Reciprocated Edge Ratio : 0.109803921568627
Connected Components : 37
Single-Vertex Connected Components : 10
Maximum Vertices in a Connected Component : 71
Maximum Edges in a Connected Component : 185
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.640102
Graph Density : 0.00648195221148958
Modularity : 0.71968
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 281 Twitter users whose recent tweets contained "digitalequity", 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 Thursday, 04 June 2020 at 02:44 UTC.

The tweets in the network were tweeted over the 4-day, 16-hour, 40-minute period from Saturday, 30 May 2020 at 09:30 UTC to Thursday, 04 June 2020 at 02:10 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 : digitalequity
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 : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[14] https://byteback.org/donate
[10] https://edtechmagazine.com/k12/article/2020/06/cosn2020-seeing-bigger-picture-digital-equity
[5] https://iste.zoom.us/webinar/register/WN_fULu0UC8TJS_sGr5UTEB-w
[3] https://edtechmagazine.com/k12/article/2020/05/how-k-12-it-leaders-can-support-digital-equity
[2] https://survey.sogosurvey.com/survey.aspx?k=SsQRSTXXsUsPsPsP&lang=0&data=
[2] https://twitter.com/nicolrhoward/status/1268235340524818434
[2] https://www.marketwatch.com/press-release/digital-us-launches-with-a-roadmap-to-achieve-digital-resiliencefor-american-workers-2020-06-02?reflink=mw_share_twitter
[2] https://twitter.com/bytebackdc/status/1267854997619970050
[2] https://twitter.com/CommInfoLab/status/1268187402276929536
[2] https://www.gettingsmart.com/2019/04/strategies-for-tackling-digital-equity/

Top URLs in Tweet in G1:
[5] https://iste.zoom.us/webinar/register/WN_fULu0UC8TJS_sGr5UTEB-w
[2] https://twitter.com/nicolrhoward/status/1268235340524818434
[2] https://edtechmagazine.com/k12/article/2020/06/cosn2020-seeing-bigger-picture-digital-equity
[2] https://twitter.com/NicolRHoward/status/1267578416598929408
[1] https://iste.zoom.us/webinar/register/WN_uoQt3mPDTIW8WrnbteWBtg
[1] http://kennethshelton.net/
[1] https://www.edsurge.com/news/2020-03-26-equity-isn-t-just-about-technology-it-s-about-supporting-students-and-families
[1] https://info.iste.org/ed-influencers?_ga=2.65936489.679081289.1590512778-235323265.1568425192&_gac=1.140125575.1587571804.EAIaIQobChMIwI_66bX86AIVFCCtBh3JwgqkEAAYASAAEgIkNvD_BwE
[1] https://info.iste.org/ed-influencers
[1] https://twitter.com/msEdtechie/status/1267514716294955009

Top URLs in Tweet in G2:
[14] https://byteback.org/donate
[2] https://twitter.com/bytebackdc/status/1267854997619970050
[1] https://actionnetwork.org/petitions/we-need-digital-equity-in-dc?utm_content=buffer505ee&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://actionnetwork.org/petitions/we-need-digital-equity-in-dc?utm_content=bufferf271a&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://actionnetwork.org/petitions/we-need-digital-equity-in-dc/?utm_content=buffer8c9f1&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://actionnetwork.org/petitions/we-need-digital-equity-in-dc/?utm_content=buffere9d65&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://actionnetwork.org/petitions/we-need-digital-equity-in-dc/?utm_content=buffer0c213&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://actionnetwork.org/petitions/we-need-digital-equity-in-dc/?utm_content=buffer6e6d7&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://twitter.com/SirJesstheBrave/status/1267872523129024512
[1] https://byteback.org/donate/

Top URLs in Tweet in G3:
[1] https://equitenumerique-digitalequity.ca/fr/presentation-de-recherche-les-methodes-numeriques/
[1] https://equitenumerique-digitalequity.ca/fr/formulaire-inscription/
[1] https://equitenumerique-digitalequity.ca/registration-form/

Top URLs in Tweet in G4:
[1] https://twitter.com/Brucekushnick/status/1265570037492060162

Top URLs in Tweet in G5:
[1] https://twitter.com/netta_doc/status/1266077420643217409

Top URLs in Tweet in G6:
[1] https://actionnetwork.org/petitions/we-need-digital-equity-in-dc?utm_content=bufferf271a&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://twitter.com/bytebackdc/status/1267449585833840640

Top URLs in Tweet in G7:
[1] https://www.google.com/url?q=https://edscoop.com/digital-equity-dc-public-schools-students-devices/
[1] https://edtechmagazine.com/k12/article/2020/05/how-k-12-it-leaders-can-support-digital-equity
[1] https://www.linkedin.com/slink?code=dGsNcGn
[1] https://www.linkedin.com/slink?code=dNWugif
[1] https://www.mymeetings.com/emeet/rsvp/index.jsp?customHeader=mymeetings&Conference_ID=1333897&passcode=9436860
[1] https://equitenumerique-digitalequity.ca/
[1] https://twitter.com/IAS_principal/status/1267466522911551489
[1] https://twitter.com/JeremyWHegle/status/1267906707159764999
[1] https://twitter.com/vevans1/status/1268176665743589376
[1] https://www.mass.gov/snap-online-purchasing-program

Top URLs in Tweet in G8:
[1] https://edtechmagazine.com/k12/article/2020/06/cosn2020-seeing-bigger-picture-digital-equity?utm_campaign=meetedgar&utm_medium=social&utm_source=meetedgar.com
[1] https://edtechmagazine.com/k12/article/2020/06/cosn2020-seeing-bigger-picture-digital-equity
[1] https://edtechmagazine.com/k12/article/2020/05/how-k-12-it-leaders-can-support-digital-equity

Top URLs in Tweet in G9:
[5] https://edtechmagazine.com/k12/article/2020/06/cosn2020-seeing-bigger-picture-digital-equity
[1] https://medium.com/keep-calm-and-connect-all-students/keeping-your-child-safe-learning-online-f47811a1784d
[1] https://medium.com/keep-calm-and-connect-all-students/dear-oet-our-students-and-families-dont-have-a-reliable-way-to-get-online-how-can-we-help-dba571ebbafc

Top URLs in Tweet in G10:
[1] https://myemail.constantcontact.com/Delegate-Alert--For-the-Third-Time-Africa-Calls-for-Postponement-of-OEWG12.html?soid=1114999858498&aid=4zZOMsTIwbk

Top Domains
Top Domains in Tweet in Entire Graph:
[26] twitter.com
[15] byteback.org
[14] edtechmagazine.com
[7] actionnetwork.org
[6] zoom.us
[4] linkedin.com
[4] equitenumerique-digitalequity.ca
[2] sogosurvey.com
[2] marketwatch.com
[2] gettingsmart.com

Top Domains in Tweet in G1:
[9] twitter.com
[6] zoom.us
[2] edtechmagazine.com
[2] iste.org
[1] kennethshelton.net
[1] edsurge.com

Top Domains in Tweet in G2:
[15] byteback.org
[6] actionnetwork.org
[4] twitter.com
[1] brookepintoforward2.com

Top Domains in Tweet in G3:
[3] equitenumerique-digitalequity.ca

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

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

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

Top Domains in Tweet in G7:
[3] twitter.com
[2] linkedin.com
[1] google.com
[1] edtechmagazine.com
[1] mymeetings.com
[1] equitenumerique-digitalequity.ca
[1] mass.gov
[1] newsweek.com

Top Domains in Tweet in G8:
[3] edtechmagazine.com

Top Domains in Tweet in G9:
[5] edtechmagazine.com
[2] medium.com

Top Domains in Tweet in G10:
[1] constantcontact.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[139] digitalequity
[21] remotelearning
[20] istedepln
[18] edtech
[16] dctech
[14] covid19
[11] digitalinclusion
[10] k12
[8] education
[8] edinfluencers



Top Hashtags in Tweet in G1:
[28] digitalequity
[20] istedepln
[11] covid19
[8] edinfluencers
[6] edtech
[6] education
[5] weleaded
[5] equity
[5] remotelearning
[2] edequity

Top Hashtags in Tweet in G2:
[24] digitalequity
[6] dctech
[4] racialequity
[2] dcvote
[1] blacklivesmatter
[1] ward2
[1] dcutility
[1] covid19

Top Hashtags in Tweet in G3:
[6] digitalequity
[5] méthodes
[1] numériques

Top Hashtags in Tweet in G4:
[5] digitalequity
[2] broadband
[2] wifi
[1] digitaldivide

Top Hashtags in Tweet in G5:
[2] digitalequity
[1] digitalgap

Top Hashtags in Tweet in G6:
[10] dctech
[10] digitalequity

Top Hashtags in Tweet in G7:
[10] digitalequity
[2] ci3342
[2] socialmedialearning
[1] futurecities
[1] broadband
[1] digitaldivide
[1] digitalinclu
[1] digitalinclusion
[1] tch401
[1] edtech

Top Hashtags in Tweet in G8:
[10] remotelearning
[8] k12
[5] digitalequity
[4] cosn2020
[1] it

Top Hashtags in Tweet in G9:
[7] digitalequity
[2] remotelearning
[1] cosn2020
[1] dataprivacy
[1] connectallstudents
[1] broadband

Top Hashtags in Tweet in G10:
[1] digitalequity

Top Words
Top Words in Tweet in Entire Graph:
[] Top Word Pairs in Tweet in Entire Graph
[] Entire Graph Count
[] Top Word Pairs in Tweet in G1

Top Words in Tweet in G1:
[61] #digitalequity
[21] #istedepln
[20] ed
[18] webinar
[17] #covid19
[15] register
[15] #edequity
[15] #education
[14] digital
[14] equity

Top Words in Tweet in G2:
[44] #digitalequity
[28] share
[22] petition
[21] dc
[19] sirjessthebrave
[19] jackiekazil
[19] matching
[19] together
[19] today
[19] sign

Top Words in Tweet in G3:
[12] recherche
[6] join
[6] faculty
[6] education
[6] lunch
[6] learn
[6] digital
[6] methods
[6] open
[6] conversation

Top Words in Tweet in G4:
[5] #digitalequity
[3] zoom
[3] 30
[3] ppl
[3] advancing
[3] range
[3] perspectives
[3] advocacy
[3] policy
[3] research

Top Words in Tweet in G5:
[4] jagsinghmd
[4] nihardesai927
[4] ashvinpande
[4] kemar_md
[4] njambim_md
[4] pnatarajanmd
[4] #digitalequity
[4] digital
[2] such
[2] important

Top Words in Tweet in G6:
[10] #dctech
[10] need
[10] help
[10] sign
[10] petition
[10] dc
[10] gov
[10] know
[10] care
[10] #digitalequity

Top Words in Tweet in G7:
[10] #digitalequity
[4] internet
[3] digital
[3] access
[3] more
[2] article
[2] talks
[2] parents
[2] #ci3342
[2] #socialmedialearning

Top Words in Tweet in G8:
[13] #digitalequity
[11] access
[11] #cosn2020
[10] schools
[10] #remotelearning
[8] many
[8] #k12
[8] first
[8] implemented
[8] focused

Top Words in Tweet in G9:
[10] #digitalequity
[5] seeing
[5] bigger
[5] picture
[5] many
[5] thanks
[5] once
[5] again
[5] sarahdateechur
[5] techtechnique

Top Words in Tweet in G10:
[14] june
[7] 3rd
[7] time
[7] african
[7] governments
[7] call
[7] unep
[7] postpone
[7] brsmeas
[7] proposed

Top Word Pairs
Top Word Pairs in Tweet in G2:
[15] sign,petition
[14] supporters,sirjessthebrave
[13] sirjessthebrave,jackiekazil
[10] jackiekazil,matching
[10] matching,2k
[10] 2k,together
[10] together,donate
[10] donate,share
[10] share,jess
[10] jess,make

Top Word Pairs in Tweet in G3:
[18] join,faculty
[14] faculty,education
[14] education,lunch
[14] lunch,learn
[14] learn,digital
[14] digital,methods
[14] methods,open
[14] open,conversation
[14] conversation,#digitalequity
[14] #digitalequity,research

Top Word Pairs in Tweet in G4:
[6] zoom,30
[6] 30,ppl
[6] ppl,advancing
[6] advancing,#digitalequity
[6] #digitalequity,range
[6] range,perspectives
[6] perspectives,advocacy
[6] advocacy,policy
[6] policy,research
[6] research,gov't

Top Word Pairs in Tweet in G5:
[3] nihardesai927,ashvinpande
[3] ashvinpande,kemar_md
[3] kemar_md,njambim_md
[3] jagsinghmd,nihardesai927
[3] njambim_md,pnatarajanmd
[3] pnatarajanmd,such
[3] such,important
[3] important,message
[3] message,jagsinghmd
[3] jagsinghmd,amp

Top Word Pairs in Tweet in G6:
[4] #dctech,need
[4] need,help
[4] help,sign
[2] sign,petition
[2] petition,dc
[2] dc,gov
[2] gov,know
[2] know,care
[2] care,#digitalequity
[2] #digitalequity,community

Top Word Pairs in Tweet in G7:
[10] #ci3342,#socialmedialearning
[10] #socialmedialearning,#digitalequity
[10] digital,equity

Top Word Pairs in Tweet in G8:
[2] many,#k12
[2] #k12,schools
[2] schools,first
[] first,implemented
[] implemented,#remotelearning
[] #remotelearning,focused
[] focused,getting
[] getting,students
[] students,devices
[] devices,internet

Top Word Pairs in Tweet in G9:
[8] seeing,bigger
[8] bigger,picture
[8] picture,#digitalequity
[8] #digitalequity,many
[8] many,thanks
[8] thanks,once
[8] once,again
[8] again,sarahdateechur
[8] sarahdateechur,techtechnique
[8] techtechnique,amp

Top Word Pairs in Tweet in G10:
[5] 3rd,time
[5] time,african
[5] african,governments
[5] governments,call
[5] call,unep
[5] unep,postpone
[5] postpone,brsmeas
[5] brsmeas,proposed
[5] proposed,june
[5] june,2020

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@sirjessthebrave
@jackiekazil
@eyeonaxs
@edsurge
@nicolrhoward
@southjoseph
@iste
@unep
@brsmeas
@sarahdateechur

Top Mentioned in G1:
@eyeonaxs
@edsurge
@nicolrhoward
@iste
@southjoseph
@msedtechie
@mrsjeff2u
@brianrsmithsr
@weskriesel

Top Mentioned in G2:
@sirjessthebrave
@jackiekazil
@shanazfc
@councilofdc
@mayorbowser
@robertwhite_dc
@jbhenchman
@jmgindc
@plkdc
@kishanfordc

Top Mentioned in G3:
@mshagerman
@megan_c_k
@ha_woods
@pi_lab
@uottawaedu
@lecentrefranco
@aefopresidence
@ulaurentienne
@afocsc
@cscfranconord

Top Mentioned in G4:
@angelasiefer
@robertoge
@ntenorg
@communitynets
@kansascityfed
@broadbandio
@corning
@nc_governor
@ncdot
@pewtrusts

Top Mentioned in G5:
@nihardesai927
@ashvinpande
@kemar_md
@njambim_md
@pnatarajanmd
@ajitpaifcc
@fcc
@seemacms
@cmsgov
@iamritu

Top Mentioned in G8:
@edtech_k12

Top Mentioned in G9:
@sarahdateechur
@techtechnique
@matthiefield
@keithkrueger
@s_bearden
@cosn

Top Mentioned in G10:
@unep
@brsmeas

Top Tweeters
Top Tweeters in Entire Graph:
@femtech_
@journeysnonnie
@llnuxbot
@pkanagaratnam
@forbes
@learn__together
@tennessean
@womencodersbot
@schleiderjustin
@scalarhumanity

Top Tweeters in G1:
@pkanagaratnam
@schleiderjustin
@rdene915
@teachercast
@thomascmurray
@sarahdateechur
@edsurge
@rosaisiah
@karlymoura
@rialtoboard

Top Tweeters in G2:
@femtech_
@learn__together
@womencodersbot
@thesiliconhill
@jl_weber
@jbhenchman
@councilofdc
@jackiekazil
@plkdc
@mayorbowser

Top Tweeters in G3:
@etfoeducators
@laurentianu
@oct_oeeo
@edcannet
@lecentrefranco
@uottawaedu
@mmeisacote
@stefhaustein
@mshagerman
@aefopresidence

Top Tweeters in G4:
@journeysnonnie
@pewtrusts
@ncdot
@ntenorg
@communitynets
@educationnc
@nextcentcit
@ilextension
@robertoge
@kansascityfed

Top Tweeters in G5:
@iamritu
@ajitpaifcc
@cmsgov
@fcc
@pnatarajanmd
@seemacms
@jagsinghmd
@ashvinpande
@njambim_md
@kemar_md

Top Tweeters in G6:
@stem_nastics
@maco_nix
@b0wdi
@jarreuche
@_laempresa
@nitamarie_js
@hicksca_
@afrodevgirl
@zurihunter
@wawaweewa2847

Top Tweeters in G7:
@emilietaman
@captainsmithedu
@techgoeshome
@eksilverman
@oneishafree
@deanjudybeck
@dense_networks
@katherinewbates
@mssmith_ela
@kimnguyen3342

Top Tweeters in G8:
@jc_james_clark
@bymarquitabrown
@edtech_k12
@avidjeanie
@broadbandiowa
@dhl_edu
@plloyd
@linewize
@micahcastelo

Top Tweeters in G9:
@s_bearden
@brholland
@cosn
@matthiefield
@officeofedtech
@keithkrueger
@linc_pd
@peducateds
@techtechnique

Top Tweeters in G10:
@unep
@toxicsfree
@brsmeas
@rolandeaziaka
@andresdelcas
@oareiaa
@kuepouo
@ibsorysylla
@aleparramuoz


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