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Calendow_2020-02-13_14-48-20.xlsx (experimental version)
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From:
Connected Action NodeXL-Reports
Uploaded on:
February 13, 2020
Short Description:
Calendow via NodeXL http://bit.ly/2HihAvc
@calendow
@donetworkorg
@fazlalizadeh
@taikawaititi
@ylinstitute
@ccuih_ca
@matthewacherry
@centralvalleyui
@praxis_project
@_cfilc

Top hashtags:
#blackhistorymonth
#2020census
#caprimary
#oscars
#census2020
#vote

Description:
Description
The graph represents a network of 306 Twitter users whose recent tweets contained "Calendow", 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, 13 February 2020 at 22:49 UTC.

The tweets in the network were tweeted over the 8-day, 5-hour, 33-minute period from Wednesday, 05 February 2020 at 17:08 UTC to Thursday, 13 February 2020 at 22:41 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 : 306
Unique Edges : 435
Edges With Duplicates : 119
Total Edges : 554
Number of Edge Types : 5
Replies to : 24
Mentions : 240
MentionsInRetweet : 211
Retweet : 46
Tweet : 33
Self-Loops : 34
Reciprocated Vertex Pair Ratio : 0.0129032258064516
Reciprocated Edge Ratio : 0.0254777070063694
Connected Components : 13
Single-Vertex Connected Components : 9
Maximum Vertices in a Connected Component : 286
Maximum Edges in a Connected Component : 534
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.260684
Graph Density : 0.00504660880745741
Modularity : 0.655066
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 306 Twitter users whose recent tweets contained "Calendow", 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, 13 February 2020 at 22:49 UTC.

The tweets in the network were tweeted over the 8-day, 5-hour, 33-minute period from Wednesday, 05 February 2020 at 17:08 UTC to Thursday, 13 February 2020 at 22:41 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 : Calendow
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:
[3] https://voterstatus.sos.ca.gov
[2] https://www.facebook.com/events/2297406567051724/
[2] https://twitter.com/CalEndow/status/1227759346412552195
[2] https://twitter.com/CalEndow/status/1226721103214596096
[2] https://twitter.com/CalEndow/status/1220798715809746945
[2] https://twitter.com/CalEndow/status/1225947394879168512
[1] https://www.youtube.com/watch?v=2YnrCyfhrnY&feature=youtu.be

[1] https://www.fundersnetwork.org/2020annualconference/
[1] https://www.insidephilanthropy.com/home/2020/2/13/risk-management-funders-back-an-unconventional-tool-to-attract-big-capital
[1] https://www.modbee.com/news/local/article239717298.html?fbclid=IwAR0ZTPdjzbjbWE0nD_Xca1ug0W4cRgZ6zgY_-59NcgBd8fekriVeS78Hf4U

Top URLs in Tweet in G1:
[2] https://www.facebook.com/events/2297406567051724/
[2] https://voterstatus.sos.ca.gov
[1] https://www.washingtonpost.com/history/2020/02/05/bayard-rustin-newsom-pardon/
[1] https://www.cnn.com/2020/01/02/opinions/young-voters-midterm-elections-solomont-glickman/index.html
[1] https://www.colorlines.com/articles/study-people-color-face-severe-racial-disparities-american-health-care
[1] https://www.washingtonpost.com/opinions/this-black-history-month-lets-focus-on-the-present/2020/01/31/513c617c-43a6-11ea-b5fc-eefa848cde99_story.html
[1] https://nextcity.org/daily/entry/the-surprising-link-between-parks-and-violence-prevention
[1] https://www.ebar.com/news/news//287431
[1] https://www.fresnobee.com/opinion/readers-opinion/article236021503.html
[1] https://www.sacbee.com/opinion/editorials/article238546613.html?fbclid=IwAR27G5qcZggPCbuBR2dcTi2cEhMeVbsblZjUogO7zaMYwz_iTeOZ87Jxd90

Top URLs in Tweet in G3:
[1] https://twitter.com/myBlackCounts/status/1224871569211711488

Top URLs in Tweet in G5:
[1] https://twitter.com/CalEndow/status/1225917234234744832
[1] https://twitter.com/DONetworkorg/status/1225203027801329664

Top URLs in Tweet in G8:
[2] https://twitter.com/CalEndow/status/1220798715809746945

Top URLs in Tweet in G9:
[1] https://www.eventbrite.com/e/ca-future-health-workforce-commission-one-year-anniversary-convening-registration-91661894193
[1] https://twitter.com/disabilitystats/status/1227307654030221318
[1] https://twitter.com/disabilitystats/status/1227332573593993219
[1] https://twitter.com/disabilitystats/status/1227333261824798720
[1] https://www.netsuiteblogs.com/a-grieving-mother-turns-her-pain-into-a-world-changing-nonprofit

Top URLs in Tweet in G10:
[1] https://www.philanthropyca.org/2020-philanthropy-california-policy-summit
[1] https://www.fundersnetwork.org/2020annualconference/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[29] blackhistorymonth
[19] 2020census
[17] caprimary
[15] oscars
[9] census2020
[8] vote
[6] everyonecounts
[5] peoplepower
[5] trayvonmartin
[5] blacklivesmatter



Top Hashtags in Tweet in G1:
[14] caprimary
[12] blackhistorymonth
[7] vote
[6] oscars
[6] census2020
[5] everyonecounts
[4] wecandomore
[3] peoplepowerlb
[3] peoplepower
[3] bhm2020

Top Hashtags in Tweet in G2:
[1] disabilitycounts2020

Top Hashtags in Tweet in G3:
[1] 2020census

Top Hashtags in Tweet in G4:
[1] criminaljustice
[1] livestream
[1] instagram
[1] dialogue

Top Hashtags in Tweet in G5:
[3] blackhistorymonth
[2] disabilitycounts2020
[1] blackfutures
[1] donetwork

Top Hashtags in Tweet in G6:
[14] 2020census
[1] census2020
[1] blackhistorymonth
[1] caprimary
[1] peoplepower

Top Hashtags in Tweet in G7:
[4] trayvonmartin
[4] blacklivesmatter

Top Hashtags in Tweet in G8:
[9] blackhistorymonth
[9] oscars
[2] yocuento2020
[1] caprimary
[1] peoplepower

Top Hashtags in Tweet in G9:
[1] 2020census
[1] netsuitesocialimpact

Top Hashtags in Tweet in G10:
[1] philanthropyca
[1] inclusive
[1] tfnsandiego

Top Words
Top Words in Tweet in Entire Graph:
[400] Words in Sentiment List#1: Positive
[74] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[7876] Non-categorized Words
[8350] Total Words
[90] make
[73] communities
[66] sure
[64] calendow
[44] health

Top Words in Tweet in G1:
[37] make
[32] sure
[32] really
[27] ready
[25] calendow
[25] communities
[20] health
[20] voter
[20] avoid
[19] let's

Top Words in Tweet in G3:
[4] calendow
[3] irvinefdn
[2] thank
[2] retweets
[2] cacensus
[2] cacompletecount
[2] rendon63rd
[2] senhjmitchell
[2] repbarbaralee
[2] thecentershf

Top Words in Tweet in G4:
[16] dedicate
[16] indigenous
[16] kids
[16] world
[16] art
[16] dance
[16] write
[16] stories
[16] original
[16] storytellers

Top Words in Tweet in G5:
[9] cacalls
[6] making
[6] latinocommfdn
[6] first5ca
[6] cimcsfo
[6] nativevote
[6] naleo
[6] chirla
[6] countonurcensus
[6] aaaj_aajc

Top Words in Tweet in G6:
[38] communities
[28] sure
[27] make
[21] #everyonecounts
[20] let's
[19] resources
[19] need
[14] #2020census
[14] absolutely
[14] crucial

Top Words in Tweet in G7:
[5] briannacalix
[5] ylinstitute
[5] wefresno
[5] theknowfresno
[5] jakaramovement
[5] faithinfresno
[5] fresnobarrios
[5] doloreshuertafd
[5] sccfnlp
[5] gsanetworkca

Top Words in Tweet in G8:
[16] film
[11] making
[11] representation
[10] #blackhistorymonth
[10] #oscars
[8] congratulations
[8] matthewacherry
[8] karen
[8] rupert
[8] toliver

Top Words in Tweet in G9:
[11] calendow
[10] calwellness
[8] progress
[6] health
[4] join
[4] cfhwc
[4] april
[4] 17
[4] one
[4] year

Top Words in Tweet in G10:
[4] funders
[4] calendow
[3] thrilled
[3] two
[3] active
[3] network
[3] co
[3] chairing
[3] upcoming
[3] funders_network

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[56] make,sure
[30] sure,#everyonecounts
[30] really,really
[23] art,dance
[23] dance,write
[23] write,stories
[22] need,let's
[20] sure,ready
[18] dedicate,indigenous
[18] indigenous,kids

Top Word Pairs in Tweet in G1:
[30] really,really
[27] make,sure
[18] sure,ready
[12] black,trans
[11] voter,status
[9] ready,#caprimary
[9] #caprimary,feb
[9] feb,18
[9] 18,last
[9] last,day

Top Word Pairs in Tweet in G3:
[2] thank,retweets
[2] retweets,irvinefdn
[2] irvinefdn,cacensus
[2] cacensus,cacompletecount
[2] cacompletecount,rendon63rd
[2] rendon63rd,senhjmitchell
[2] senhjmitchell,repbarbaralee
[2] repbarbaralee,thecentershf
[2] thecentershf,praxis_project
[2] praxis_project,asmkamlagerdove

Top Word Pairs in Tweet in G4:
[16] dedicate,indigenous
[16] indigenous,kids
[16] kids,world
[16] world,art
[16] art,dance
[16] dance,write
[16] write,stories
[16] stories,original
[16] original,storytellers
[16] storytellers,make

Top Word Pairs in Tweet in G5:
[6] cacalls,latinocommfdn
[6] latinocommfdn,first5ca
[6] first5ca,cimcsfo
[6] cimcsfo,nativevote
[6] nativevote,naleo
[6] naleo,chirla
[6] chirla,countonurcensus
[6] countonurcensus,aaaj_aajc
[6] aaaj_aajc,eqca
[6] eqca,crlainc

Top Word Pairs in Tweet in G6:
[27] make,sure
[21] sure,#everyonecounts
[19] need,let's
[14] #2020census,absolutely
[14] absolutely,crucial
[14] crucial,health
[14] health,wellbeing
[14] wellbeing,communities
[14] communities,especially
[14] especially,true

Top Word Pairs in Tweet in G7:
[5] briannacalix,ylinstitute
[5] ylinstitute,wefresno
[5] wefresno,theknowfresno
[5] theknowfresno,jakaramovement
[5] jakaramovement,faithinfresno
[5] faithinfresno,fresnobarrios
[5] fresnobarrios,doloreshuertafd
[5] doloreshuertafd,sccfnlp
[5] sccfnlp,gsanetworkca
[5] gsanetworkca,calendow_es

Top Word Pairs in Tweet in G8:
[8] congratulations,matthewacherry
[8] matthewacherry,karen
[8] karen,rupert
[8] rupert,toliver
[8] toliver,winning
[8] winning,animated
[8] animated,short
[8] short,film
[8] film,'hair
[8] 'hair,love'

Top Word Pairs in Tweet in G9:
[6] calwellness,calendow
[4] join,cfhwc
[4] cfhwc,april
[4] april,17
[4] 17,one
[4] one,year
[4] year,anniversary
[4] anniversary,convening
[4] convening,celebrate
[4] celebrate,progress

Top Word Pairs in Tweet in G10:
[3] thrilled,two
[3] two,active
[3] active,funders
[3] funders,network
[3] network,co
[3] co,chairing
[3] chairing,upcoming
[3] upcoming,funders_network
[3] funders_network,2020
[3] 2020,annual

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@calendow
@taikawaititi
@ccuih_ca
@calwellness
@cacalls
@latinocommfdn
@matthewacherry
@wercalifornia
@vientoxsol
@myblackcounts

Top Mentioned in G1:
@calendow
@wercalifornia
@movelbforward
@bhclongbeach
@em0n33y
@2020momproject
@parasitemovie
@justkeebs
@moxvi_
@wearelbre

Top Mentioned in G2:
@dredf
@_cfilc
@disabilityca
@casosvote
@cacompletecount
@calendow
@californiador
@calsilc
@calscdd
@centralcoastilc

Top Mentioned in G3:
@calendow
@irvinefdn
@cacensus
@cacompletecount
@rendon63rd
@senhjmitchell
@repbarbaralee
@thecentershf
@praxis_project
@asmkamlagerdove

Top Mentioned in G4:
@taikawaititi
@calendow
@rararidley
@jillf50
@amj_calwellness
@antiochla
@mediatorsbb

Top Mentioned in G5:
@cacalls
@calendow
@latinocommfdn
@first5ca
@cimcsfo
@nativevote
@naleo
@chirla
@countonurcensus
@aaaj_aajc

Top Mentioned in G6:
@ccuih_ca
@vientoxsol
@myblackcounts

Top Mentioned in G7:
@ylinstitute
@wefresno
@theknowfresno
@jakaramovement
@faithinfresno
@fresnobarrios
@doloreshuertafd
@sccfnlp
@gsanetworkca
@calendow_es

Top Mentioned in G8:
@matthewacherry
@myblackcounts
@lilnasx
@cacalls
@taikawaititi

Top Mentioned in G9:
@calendow
@calwellness
@cfhwc
@uofcalifornia
@lloydhdean
@blueshieldfound
@netsuite
@ceo_calwellness
@ccuih_ca
@noorain

Top Mentioned in G10:
@calendow
@funders_network
@calendowcraig
@lydiajball
@sd_fdn
@surdna_fndn
@sdgrantmakers
@bankofamerica
@irvinefdn
@norcalgrant

Top Tweeters
Top Tweeters in Entire Graph:
@twitlertwit
@charluv2011
@begoniaarizona
@of_the_people7
@matthewacherry
@eve_goes_local
@sherpeace
@rudefulk
@seawiz2
@erik_griswold

Top Tweeters in G1:
@twitlertwit
@of_the_people7
@sherpeace
@wadesworld2
@joseiswriting
@moxvi_
@michaeljstubbs
@calendow
@niniminor
@sperkins718

Top Tweeters in G2:
@disvisibility
@disabilityca
@dredf
@casosvote
@californiador
@donetworkorg
@ilcsc
@thecilofficial
@daylemcintoshoc
@ilrcsf

Top Tweeters in G3:
@opensociety
@fordfoundation
@macfound
@jdeancoffey
@greenlining
@repbarbaralee
@libertyhill
@praxis_project
@irvinefdn
@rendon63rd

Top Tweeters in G4:
@begoniaarizona
@rudefulk
@equill
@rpmuriera
@bombaycowgirl
@aaaj_la
@sdjohnson515
@skylarkdm
@jillf50
@antiochla

Top Tweeters in G5:
@deandre_nickens
@djalexreyes
@naleo
@eqca
@uscensusbureau
@aaaj_aajc
@first5ca
@unitedwaysca
@chirla
@srtoikkanen

Top Tweeters in G6:
@eve_goes_local
@seawiz2
@foprr
@crowrdream
@monica4la
@kidspartnership
@neeleyeunice
@elgovecon
@endchildpovca
@mbepartnership

Top Tweeters in G7:
@_chachalinda
@jakaramovement
@timhaydock
@briannacalix
@fazlalizadeh
@calendow_es
@craigscharton
@bhcmerced
@faithinfresno
@theknowfresno

Top Tweeters in G8:
@charluv2011
@matthewacherry
@dlu2hnbh
@rrfchica80
@miguelbibanco
@culturestrike
@lgbtqplusbot
@theebonygenius
@latinooutdoors
@sacbhc

Top Tweeters in G9:
@netsuite
@rwjf
@chcfnews
@uofcalifornia
@calwellness
@smokeskermit
@chrisnavalta
@jlmizrahi
@noorain
@darrenwalker

Top Tweeters in G10:
@socalgrantmaker
@norcalgrant
@bankofamerica
@ronmilam
@sd_fdn
@sdgrantmakers
@surdna_fndn
@funders_network
@smartgrowthca
@lydiajball


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