CUSDK8, Twitter, 11/22/2023 12:25:05 AM, 292976


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CUSDK8 Twitter NodeXL SNA Map and Report for Wednesday, 22 November 2023 at 00:22 UTC
CUSDK8 Twitter NodeXL SNA Map and Report for Wednesday, 22 November 2023 at 00:22 UTC
From:
marc_smith
Uploaded on:
November 22, 2023
Short Description:
CUSDK8 via NodeXL https://bit.ly/3QQ4dG7
@cusdk8
@banplasticturf
@recallcusdboard
@pocketcard23
@legendlearning
@kamaole
@breakingbad403
@stephrothedu
@argentumarius
@edgark_ggg

Top hashtags:
#ngss
#america
#plurality
#diversity
#kidsbeforeunions
#thisiscusd

Description:
Description
The graph represents a network of 194 Twitter users whose recent tweets contained "CUSDK8", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 20,000 tweets, tweeted between 1/1/2022 12:00:00 AM and 11/21/2023 4:21:46 PM. The network was obtained from Twitter on Wednesday, 22 November 2023 at 00:22 UTC.

The tweets in the network were tweeted over the 939-day, 1-hour, 54-minute period from Monday, 26 April 2021 at 14:27 UTC to Tuesday, 21 November 2023 at 16:22 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 194
Unique Edges : 239
Edges With Duplicates : 159
Total Edges : 398
Number of Edge Types : 7
Mentions : 114
Replies to : 54
MentionsInReplyTo : 133
MentionsInQuote : 38
Quote : 17
Tweet : 36
MentionsInQuoteReply : 6
Self-Loops : 46
Reciprocated Vertex Pair Ratio : 0.0264150943396226
Reciprocated Edge Ratio : 0.0514705882352941
Connected Components : 4
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 191
Maximum Edges in a Connected Component : 398
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 3.08588
Graph Density : 0.00726456920036323
Modularity : 0.470498
NodeXL Version : 1.0.1.526
Data Import : The graph represents a network of 194 Twitter users whose recent tweets contained "CUSDK8", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 20,000 tweets, tweeted between 1/1/2022 12:00:00 AM and 11/21/2023 4:21:46 PM. The network was obtained from Twitter on Wednesday, 22 November 2023 at 00:22 UTC.

The tweets in the network were tweeted over the 939-day, 1-hour, 54-minute period from Monday, 26 April 2021 at 14:27 UTC to Tuesday, 21 November 2023 at 16:22 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch3
Graph Term : CUSDK8
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:
[1] http://www.cupertinocbf.org
[1] https://www.cdph.ca.gov/Programs/CID/DCDC/Pages/COVID-19/guidance-for-face-coverings.aspx
[1] https://science.osti.gov/-/media/wdts/nsb/pdf/2023-media-Releases-regional-winners/Miller-Middle-School-San-Jose-California.pdf
[1] https://science.osti.gov/-/media/wdts/nsb/pdf/2022-Media-Releases-Regional-Winners/SLAC-Middle-School-Regional-Winner.pdf
[1] https://bit.ly/3qRQa6E
[1] https://en.wikipedia.org/wiki/Bill_Ayers
[1] https://nyti.ms/3Jenv2x
[1] https://mailchi.mp/sjsu/june2023news
[1] https://www.eventbrite.com/e/south-bay-fun-fest-tickets-275883714617
[1] http://bit.ly/edcampsantaclara

Top URLs in Tweet in G1:
[1] http://www.cusdk8.org
[1] http://edjoin.org/CupertinoUSD
[1] http://cusdbond.org/online-application/
[1] https://www.cusdk8.org/departments/committees/measure-a-parcel-tax-citizens-oversight-committee
[1] http://piday.org
[1] https://www.covidtests.gov/
[1] https://www.parentsquare.com/feeds/10444785
[1] https://www.parentsquare.com/feeds/14020656
[1] https://www.cusdk8.org/departments/committees/public
[1] https://live.myvrspot.com/iframe?v=NjdmYzdiYmFhYjQ1ZTc2ZmVkODAxZDY4NjFjMWQwZWU

Top URLs in Tweet in G2:
[1] https://www.cdph.ca.gov/Programs/CID/DCDC/Pages/COVID-19/guidance-for-face-coverings.aspx
[1] http://www.sccoe.org/arts/yas
[1] https://www.eventbrite.com/e/south-bay-fun-fest-tickets-275883714617
[1] http://bit.ly/edcampsantaclara
[1] https://hubs.la/Q01mNhJt0

Top URLs in Tweet in G3:
[1] https://groups.google.com/g/cusd-parents/c/RtWUrHWMEdU/m/GW9cna9HCQAJ
[1] https://nyti.ms/3Jenv2x
[1] https://sacramento.cbslocal.com/video/6196047-enforcing-masks-at-schools-poses-many-challenges/
[1] https://twitter.com/MSayswhy/status/1493674132805849088?s=20&t=Grl_U5mTQu2EO8vKoVCpFA

Top URLs in Tweet in G4:
[1] http://cupertino.org/emergency
[1] https://science.osti.gov/-/media/wdts/nsb/pdf/2023-media-Releases-regional-winners/Miller-Middle-School-San-Jose-California.pdf
[1] https://science.osti.gov/-/media/wdts/nsb/pdf/2022-Media-Releases-Regional-Winners/SLAC-Middle-School-Regional-Winner.pdf

Top URLs in Tweet in G6:
[1] https://www.schoolcounselor.org/Events-Professional-Development/Events/National-School-Counseling-Week

Top URLs in Tweet in G7:
[1] https://bit.ly/3Fx35PQ

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[6] ngss
[2] america
[2] plurality
[2] diversity
[2] kidsbeforeunions
[2] thisiscusd
[2] edcampsantaclara
[2] dvlions
[2] pbl
[2] wholestudent



Top Hashtags in Tweet in G1:
[2] thisiscusd
[2] america
[2] plurality
[2] diversity
[1] counselingawarenessmonth
[1] counselingpsychology
[1] covidsafety
[1] readacrossamerica
[1] cupertinorotary
[1] vimeo

Top Hashtags in Tweet in G2:
[2] wholestudent
[2] wearesccoe
[2] mentalhealthmatters
[2] edcampsantaclara
[1] literacy
[1] teachers
[1] teachershortages
[1] saveteachertime

Top Hashtags in Tweet in G3:
[2] kidsbeforeunions
[1] neverforget
[1] urgencyofnormal
[1] unmaskourkids
[1] unmaskourchildren
[1] unmaskthekids

Top Hashtags in Tweet in G4:
[1] earthquake
[1] nsb2023
[1] nsb2022

Top Hashtags in Tweet in G6:
[1] nscw23
[1] wellnesswednesday
[1] superstar

Top Hashtags in Tweet in G8:
[2] dvlions
[2] pbl
[1] proudauthors
[1] everyonebelongs
[1] proudteacher
[1] whackadoozoo
[1] 2ndgrade

Top Words
Top Words in Tweet in Entire Graph:
[116] cusdk8
[34] school
[20] kids
[17] eitc_official
[16] students
[16] schools
[14] board
[13] thank
[13] cusd
[12] parents

Top Words in Tweet in G1:
[44] cusdk8
[17] eitc_official
[16] school
[11] students
[8] cusd
[8] cupertino
[7] teachers
[7] thank
[7] teacher
[6] day

Top Words in Tweet in G2:
[10] cusdk8
[7] sccoe
[6] sanjoseunified
[4] oakgrovesd
[4] sunnyvalesd
[3] thank
[3] health
[3] discuss
[3] lgsuhsd
[3] join

Top Words in Tweet in G3:
[22] cusdk8
[8] kids
[7] masks
[7] board
[7] schools
[5] parents
[5] guidance
[5] school
[4] made
[4] today

Top Words in Tweet in G4:
[6] cusdk8
[4] school
[4] cityofcupertino
[3] jose
[3] san
[3] middle
[3] ca
[3] miller95129
[2] kids
[2] slaclab

Top Words in Tweet in G5:
[4] cityofcupertino
[4] cusdk8
[3] several
[3] children
[3] protect
[3] nursery
[3] schools
[3] protecting
[3] sjpd_pio
[3] pedophile

Top Words in Tweet in G6:
[4] school
[2] counselors
[2] cusdk8
[2] ms

Top Words in Tweet in G8:
[3] devargasschool
[3] cusdk8
[2] board
[2] #dvlions
[2] meeting
[2] go
[2] cusd
[2] having
[2] nailed
[2] #pbl

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[15] eitc_official,cusdk8
[8] middle,school
[5] san,jose
[5] conceptualjames,eitc_official
[5] cityofcupertino,cusdk8
[4] citizens',oversight
[3] several,schools
[3] cusdk8,board
[3] tax,citizens'
[3] church,nursery

Top Word Pairs in Tweet in G1:
[15] eitc_official,cusdk8
[5] conceptualjames,eitc_official
[4] citizens',oversight
[3] tax,citizens'
[3] middle,school
[3] oversight,committee
[3] teacher_exposed,cusdk8
[3] parcel,tax
[2] happy,diwali
[2] lights,80

Top Word Pairs in Tweet in G2:
[3] oakgrovesd,sunnyvalesd
[2] students,#wholestudent
[2] importance,wellness
[2] health,services
[2] middle,school
[2] mental,health
[2] support,students
[2] services,support
[2] sanjoseunified,cusdk8
[2] sccoe,sanjoseunified

Top Word Pairs in Tweet in G3:
[3] board,admins
[3] cusdk8,recallees
[2] public,health
[2] kept,schools
[2] cusdk8,org
[2] outdoor,masks
[2] cusdk8,board
[2] recallcusdboard,cusdk8
[2] cupertino,city
[2] today,cusdk8

Top Word Pairs in Tweet in G4:
[3] san,jose
[3] jose,ca
[3] middle,school
[2] cityofcupertino,cusdk8
[2] cckuntz,cityofcupertino
[2] school,san
[2] miller,middle
[2] cover,hold
[2] cusdk8,miller95129
[2] drop,cover

Top Word Pairs in Tweet in G5:
[3] several,schools
[3] church,nursery
[3] cityofcupertino,cusdk8
[2] sjpdchief_mata,defranklgbtq
[2] pedophile,volunteer
[2] cusdk8,church
[2] protect,children
[2] schools,cityofcupertino
[2] volunteer,several
[2] sjpd_pio,sjpdchief_mata

Top Word Pairs in Tweet in G6:
[2] school,counselors

Top Word Pairs in Tweet in G8:
[2] cusd,board
[2] board,meeting

Top Replied-To
Top Replied-To in Entire Graph:
@eitc_official
@cusdk8
@recallcusdboard
@ivanku
@sjpd_pio
@barton_core
@charmander50001
@sccoe
@cakesniffe1

Top Replied-To in G1:
@eitc_official
@cusdk8
@barton_core
@charmander50001
@conceptualjames
@youngfonz

Top Replied-To in G2:
@sccoe
@healthyscc
@kamaole
@cdefacilities

Top Replied-To in G3:
@recallcusdboard
@caparentpower
@andreavhowe
@usastandup

Top Replied-To in G4:
@immeme0
@truthatschool

Top Replied-To in G5:
@sjpd_pio
@pafreepress
@obscuracrimepod

Top Replied-To in G6:
@gyan4free

Top Replied-To in G9:
@nandoeth

Top Replied-To in G10:
@cybersnailsnft

Top Mentioned
Top Mentioned in Entire Graph:
@cusdk8
@cityofcupertino
@sanjoseunified
@sfunified
@usdfremont
@eitc_official
@miller95129
@conceptualjames
@devargasschool
@oakgrovesd

Top Mentioned in G1:
@cusdk8
@eitc_official
@conceptualjames
@murdockportal
@usdfremont
@miller95129
@cupertinorotary
@sjfd
@devargasschool
@cupertinohigh

Top Mentioned in G2:
@cusdk8
@sanjoseunified
@oakgrovesd
@sunnyvalesd
@sccoe
@lgsuhsd
@rokhanna
@paloaltounified
@mvlahsd
@santaclarausd

Top Mentioned in G3:
@cusdk8
@sf_dph
@ousdnews
@djusd
@alimcollins
@sfunified
@cityofcupertino
@andreavhowe
@govkathyhochul
@nycmayor

Top Mentioned in G4:
@cusdk8
@cityofcupertino
@miller95129
@slaclab
@usgs
@santaclaracity
@gavinnewsom
@sanjosecivic

Top Mentioned in G5:
@cityofcupertino
@cusdk8
@sjpdchief_mata
@vrhoughton
@defranklgbtq
@paloaltoweekly
@sanjosepd
@sjpd_pio

Top Mentioned in G6:
@cusdk8
@cadepted
@sbecalifornia
@sfunified
@usdfremont
@sanjoseunified
@la_usd
@laschools
@srvusd1
@pleasantonusd

Top Mentioned in G7:
@tdsb
@wwp_schools
@msdk12
@jcps_nc
@gcisd
@cusdk8
@cobbschools
@optavia_tweets

Top Mentioned in G8:
@devargasschool
@cusdk8
@studentreasures
@sylvialeong408
@pgvogel

Top Mentioned in G9:
@greatgoatsnft
@paradise_nfts
@fdurisotti
@aowdevassa
@cusdk8

Top Mentioned in G10:
@theweirdosnft
@dsjr1
@cusdk8
@ocad_chi

Top Tweeters
Top Tweeters in Entire Graph:
@conceptualjames
@designboom
@imwren
@rsakitis
@honeybladger
@peteskomoroch
@immeme0
@grayacethot
@gabsclark5
@paloaltoweekly

Top Tweeters in G1:
@conceptualjames
@imwren
@rsakitis
@honeybladger
@grayacethot
@gabsclark5
@sammy6170
@photothoughts1
@dgardsgaming
@change

Top Tweeters in G2:
@wearecta
@rokhanna
@coviddatareport
@jreinermd
@healthyscc
@dublinusd
@stephrothedu
@officialscusd
@sccoe
@banplasticturf

Top Tweeters in G3:
@msayswhy
@nycmayor
@alimcollins
@andreavhowe
@govkathyhochul
@ousdnews
@usastandup
@appletozucchini
@reopencaschools
@plato_plubius

Top Tweeters in G4:
@immeme0
@elonmusk
@usgs
@fbi
@gavinnewsom
@remverum
@slaclab
@cityofcupertino
@santaclaracity
@doe_sc_nsb

Top Tweeters in G5:
@paloaltoweekly
@vrhoughton
@pafreepress
@sjpd_pio
@obscuracrimepod
@sanjosepd
@defranklgbtq
@sjpdchief_mata
@pocketcard23

Top Tweeters in G6:
@laschools
@cadepted
@srvusd1
@pleasantonusd
@gyan4free
@sbecalifornia
@breakingbad403
@fariafalcons
@la_usd

Top Tweeters in G7:
@tdsb
@gcisd
@cobbschools
@legendlearning
@jcps_nc
@wwp_schools
@optavia_tweets
@msdk12

Top Tweeters in G8:
@studentreasures
@devargasschool
@mskuwano
@sylvialeong408
@blchow
@pgvogel

Top Tweeters in G9:
@aowdevassa
@fdurisotti
@nandoeth
@argentumarius
@greatgoatsnft
@paradise_nfts

Top Tweeters in G10:
@dsjr1
@ocad_chi
@theweirdosnft
@edgark_ggg
@cybersnailsnft


Tags:

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