Port of Oakland, Twitter, 6/25/2020 12:52:07 AM, 229854


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Port of Oakland_2020-06-24_10-48-58.xlsx
Port of Oakland_2020-06-24_10-48-58.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
June 25, 2020
Short Description:
Port of Oakland via NodeXL https://bit.ly/3exIIp4
@maryreagan4
@sfchronicle
@redfishstream
@haymarketbooks
@abc7shack
@marxistjorge
@joshuapotash
@stancija
@nbcbayarea
@linablanco

Top hashtags:
#oaklandprotest
#blm
#juneteenth2020
#strikeforblacklives
#juneteenth

Description:
Description
The graph represents a network of 17,160 Twitter users whose recent tweets contained "Port of Oakland", 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 Wednesday, 24 June 2020 at 17:53 UTC.

The tweets in the network were tweeted over the 4-day, 10-hour, 20-minute period from Saturday, 20 June 2020 at 07:23 UTC to Wednesday, 24 June 2020 at 17:43 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 : 17160
Unique Edges : 20898
Edges With Duplicates : 331
Total Edges : 21229
Number of Edge Types : 5
Replies to : 300
Tweet : 215
Retweet : 17797
MentionsInRetweet : 2807
Mentions : 110
Self-Loops : 219
Reciprocated Vertex Pair Ratio : 0.000191745362159053
Reciprocated Edge Ratio : 0.000383417205847112
Connected Components : 147
Single-Vertex Connected Components : 69
Maximum Vertices in a Connected Component : 16874
Maximum Edges in a Connected Component : 20925
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 3.775157
Graph Density : 7.08613025764375E-05
Modularity : 0.799521
NodeXL Version : 1.0.1.435
Data Import : The graph represents a network of 17,160 Twitter users whose recent tweets contained "Port of Oakland", 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 Wednesday, 24 June 2020 at 17:53 UTC.

The tweets in the network were tweeted over the 4-day, 10-hour, 20-minute period from Saturday, 20 June 2020 at 07:23 UTC to Wednesday, 24 June 2020 at 17:43 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 : Port of Oakland
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:
[224] https://www.sfchronicle.com/business/article/Port-of-Oakland-shut-down-by-dockworkers-in-15352644.php
[138] https://www.nbcbayarea.com/news/local/event-round-up-juneteenth-celebrations-across-the-bay-area/2312246/?_osource=SocialFlowTwt_BAYBrand
[29] https://www.sfchronicle.com/business/article/Port-of-Oakland-shut-down-by-dockworkers-in-15352644.php?utm_campaign=CMS%20Sharing%20Tools%20(Premium)&utm_source=t.co&utm_medium=referral
[8] https://www.sfchronicle.com/
[7] https://www.sfchronicle.com/business/article/Port-of-Oakland-shut-down-by-dockworkers-in-15352644.php?utm_campaign=CMS%20Sharing%20Tools%20(Mobile)&utm_source=t.co&utm_medium=referral
[5] https://www.youtube.com/watch?v=wzTUdzFfpkw&feature=youtu.be

[5] https://www.youtube.com/watch?v=WH_J1BcULIg&feature=youtu.be

[5] https://sanfrancisco.cbslocal.com/2020/06/19/juneteenth-protesting-dockworkers-shut-down-port-of-oakland-march-for-racial-justice/
[4] https://www.latimes.com/california/story/2020-06-19/thousands-mark-juneteenth-with-call-for-equality-during-march-at-port-of-oakland
[3] https://trib.al/CcjTtqE

Top URLs in Tweet in G2:
[7] https://www.sfchronicle.com/business/article/Port-of-Oakland-shut-down-by-dockworkers-in-15352644.php?utm_campaign=CMS%20Sharing%20Tools%20(Mobile)&utm_source=t.co&utm_medium=referral
[2] https://www.sfchronicle.com/business/article/Port-of-Oakland-shut-down-by-dockworkers-in-15352644.php
[2] https://www.sfchronicle.com/business/article/Port-of-Oakland-shut-down-by-dockworkers-in-15352644.php?utm_campaign=CMS%20Sharing%20Tools%20(Premium)&utm_source=t.co&utm_medium=referral
[1] https://www.sfchronicle.com/business/article/Port-of-Oakland-shut-down-by-dockworkers-in-15352644.php#photo-19575303
[1] https://www.instagram.com/p/CBrfoExBxm4/?igshid=1qt1qk2ko6bd2
[1] https://twitter.com/sfchronicle/status/1274071886247325698

Top URLs in Tweet in G3:
[2] https://www.sfchronicle.com/business/article/Port-of-Oakland-shut-down-by-dockworkers-in-15352644.php
[1] https://www.sfchronicle.com/
[1] https://www.vice.com/en_us/article/4ay3xm/one-of-americas-most-powerful-unions-will-shut-down-29-ports-on-juneteenth
[1] https://twitter.com/Eugene_V_Dabbs/status/1274123432003657729

Top URLs in Tweet in G4:
[11] https://www.sfchronicle.com/business/article/Port-of-Oakland-shut-down-by-dockworkers-in-15352644.php?utm_campaign=CMS%20Sharing%20Tools%20(Premium)&utm_source=t.co&utm_medium=referral
[1] https://www.sfchronicle.com/business/article/Port-of-Oakland-shut-down-by-dockworkers-in-15352644.php
[1] https://www.nbcbayarea.com/news/local/event-round-up-juneteenth-celebrations-across-the-bay-area/2312246/?_osource=SocialFlowTwt_BAYBrand

Top URLs in Tweet in G5:
[2] https://www.sfchronicle.com/business/article/Port-of-Oakland-shut-down-by-dockworkers-in-15352644.php
[2] https://trib.al/wEdben9
[1] https://tweetedtimes.com/v/1659?s=tnp
[1] https://trib.al/aDHsb6s
[1] https://twitter.com/haymarketbooks/status/1274139935126302721

Top URLs in Tweet in G6:
[1] https://abc7news.com/community-events/live-rally-underway-at-port-of-oakland-commemorating-juneteenth/6255706/
[1] https://www.sfchronicle.com/business/article/Port-of-Oakland-shut-down-by-dockworkers-in-15352644.php?utm_campaign=CMS%20Sharing%20Tools%20(Premium)&utm_source=t.co&utm_medium=referral
[1] https://www.nbcbayarea.com/news/local/event-round-up-juneteenth-celebrations-across-the-bay-area/2312246/?_osource=SocialFlowTwt_BAYBrand
[1] https://www.sfchronicle.com/
[1] https://www.sfchronicle.com/business/article/Port-of-Oakland-shut-down-by-dockworkers-in-15352644.php

Top URLs in Tweet in G7:
[130] https://www.nbcbayarea.com/news/local/event-round-up-juneteenth-celebrations-across-the-bay-area/2312246/?_osource=SocialFlowTwt_BAYBrand
[6] https://www.sfchronicle.com/business/article/Port-of-Oakland-shut-down-by-dockworkers-in-15352644.php
[4] https://www.youtube.com/watch?v=wzTUdzFfpkw&feature=youtu.be

[2] https://www.sfchronicle.com/business/article/Port-of-Oakland-shut-down-by-dockworkers-in-15352644.php?utm_campaign=CMS%20Sharing%20Tools%20(Premium)&utm_source=t.co&utm_medium=referral
[1] https://www.sfgate.com/news/slideshow/Oakland-Juneteenth-Protest-204147.php
[1] https://www.sfchronicle.com/
[1] https://twitter.com/redfishstream/status/1275745726631481346
[1] https://www.portofoakland.com/press-releases/port-of-oakland-board-president-speaks-out-for-social-justice/
[1] https://www.mercurynews.com/2020/06/23/racist-drawing-and-message-found-at-port-of-oakland/
[1] https://www.youtube.com/watch?v=j_we4Rex-BY&feature=youtu.be


Top URLs in Tweet in G8:
[2] https://www.sfchronicle.com/business/article/Port-of-Oakland-shut-down-by-dockworkers-in-15352644.php
[1] https://www.nbcbayarea.com/news/local/event-round-up-juneteenth-celebrations-across-the-bay-area/2312246/?_osource=SocialFlowTwt_BAYBrand

Top URLs in Tweet in G10:
[10] https://www.sfchronicle.com/business/article/Port-of-Oakland-shut-down-by-dockworkers-in-15352644.php
[2] https://www.juneteenthspt.com/
[1] https://www.youtube.com/watch?v=XaoWl5biWSw&feature=youtu.be

[1] https://www.thenation.com/article/economy/dockworkers-union-shutdown-george-floyd/
[1] https://www.vice.com/en_us/article/4ay3xm/one-of-americas-most-powerful-unions-will-shut-down-29-ports-on-juneteenth
[1] https://www.sfgate.com/news/slideshow/Oakland-Juneteenth-Protest-204147.php
[1] https://www.youtube.com/watch?v=XaoWl5biWSw

[1] https://www.facebook.com/events/1568172636667783/
[1] https://www.nbcbayarea.com/news/local/event-round-up-juneteenth-celebrations-across-the-bay-area/2312246/?_osource=SocialFlowTwt_BAYBrand

Top Domains
Top Domains in Tweet in Entire Graph:
[277] sfchronicle.com
[141] nbcbayarea.com
[22] twitter.com
[15] youtube.com
[8] trib.al
[7] cbslocal.com
[7] oaklandnewsnow.com
[6] instagram.com
[4] mercurynews.com
[4] kqed.org

Top Domains in Tweet in G2:
[12] sfchronicle.com
[1] instagram.com
[1] twitter.com

Top Domains in Tweet in G3:
[3] sfchronicle.com
[1] vice.com
[1] twitter.com

Top Domains in Tweet in G4:
[12] sfchronicle.com
[1] nbcbayarea.com

Top Domains in Tweet in G5:
[3] trib.al
[2] sfchronicle.com
[1] tweetedtimes.com
[1] twitter.com

Top Domains in Tweet in G6:
[3] sfchronicle.com
[1] abc7news.com
[1] nbcbayarea.com

Top Domains in Tweet in G7:
[130] nbcbayarea.com
[9] sfchronicle.com
[5] youtube.com
[2] twitter.com
[2] tweetedtimes.com
[1] sfgate.com
[1] portofoakland.com
[1] mercurynews.com

Top Domains in Tweet in G8:
[2] sfchronicle.com
[1] nbcbayarea.com

Top Domains in Tweet in G10:
[10] sfchronicle.com
[2] youtube.com
[2] juneteenthspt.com
[1] thenation.com
[1] vice.com
[1] sfgate.com
[1] facebook.com
[1] nbcbayarea.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4703] oaklandprotest
[4700] blm
[2409] juneteenth2020
[2242] strikeforblacklives
[483] juneteenth
[260] oakland
[173] blacklivesmatter
[95] georgefloyd
[19] juneteenthday
[6] angeladavis



Top Hashtags in Tweet in G1:
[4531] oaklandprotest
[4531] blm

Top Hashtags in Tweet in G2:
[46] oaklandprotest
[46] blm
[7] juneteenth
[2] blacklivesmatter
[2] angeladavis
[1] oakland

Top Hashtags in Tweet in G3:
[23] oaklandprotest
[23] blm
[1] juneteenth

Top Hashtags in Tweet in G4:
[2312] juneteenth2020
[2221] strikeforblacklives
[84] blacklivesmatter
[36] oaklandprotest
[36] blm
[26] juneteenth
[8] juneteenthday
[7] oakland
[1] generalstrike

Top Hashtags in Tweet in G5:
[19] oaklandprotest
[19] blm
[2] peace
[2] blacklivesmatter

Top Hashtags in Tweet in G6:
[13] oaklandprotest
[13] blm
[4] juneteenth
[2] strikeforblacklives
[2] juneteenth2020

Top Hashtags in Tweet in G7:
[250] juneteenth
[185] oakland
[94] georgefloyd
[51] juneteenth2020
[44] blacklivesmatter
[12] oaklandprotest
[12] blm
[4] strikeforblacklives
[3] defundpolice
[2] generalstrike2020

Top Hashtags in Tweet in G8:
[7] oaklandprotest
[7] blm
[1] fightfor15

Top Hashtags in Tweet in G9:
[2] oaklandprotest
[2] blm

Top Hashtags in Tweet in G10:
[9] juneteenth2020
[8] oaklandprotest
[8] juneteenth
[6] blm
[5] strikeforblacklives
[3] unionstrong
[3] oakland
[2] blacklivesmatter
[1] portofoakland
[1] oaklandportshutdown

Top Words
Top Words in Tweet in Entire Graph:
[18408] port
[17854] oakland
[10224] davis
[10222] angela
[10205] down
[10108] coast
[10101] west
[9997] shut
[9671] ports
[7368] along

Top Words in Tweet in G1:
[4535] port
[4533] oakland
[4531] angela
[4531] davis
[4531] #oaklandprotest
[4531] #blm
[2] rally
[2] becoming
[2] march
[2] group

Top Words in Tweet in G2:
[2962] port
[2960] oakland
[2937] angela
[2937] davis
[2912] shut
[2912] down
[2907] juneteenth
[2901] police
[2900] brutality
[2898] against

Top Words in Tweet in G3:
[5382] racist
[2768] port
[2766] oakland
[2739] shut
[2739] down
[2739] west
[2739] coast
[2737] ports
[2737] along
[2737] protest

Top Words in Tweet in G4:
[2837] port
[2688] oakland
[2462] coast
[2461] #blacklivesmatter
[2460] west
[2447] #juneteenth2020
[2361] part
[2313] ports
[2294] dockworkers
[2289] thousands

Top Words in Tweet in G5:
[2784] shut
[2784] down
[1447] port
[1443] oakland
[1418] west
[1418] coast
[1417] ports
[1417] along
[1408] davis
[1407] angela

Top Words in Tweet in G6:
[1001] port
[983] oakland
[927] down
[926] shut
[836] right
[827] protesters
[825] incredible
[825] scene
[109] west
[109] coast

Top Words in Tweet in G7:
[1166] port
[881] oakland
[517] juneteenth
[462] shutdown
[396] march
[358] protest
[357] down
[346] west
[346] coast
[290] rally

Top Words in Tweet in G8:
[385] oakland
[383] port
[376] angela
[376] davis
[196] james
[194] scesa
[194] manifestanti
[194] non
[194] cosa
[194] più

Top Words in Tweet in G9:
[466] port
[321] oakland
[167] angela
[167] davis
[163] juneteenth
[162] 2020
[150] shut
[150] down
[150] against
[150] racism

Top Words in Tweet in G10:
[271] oakland
[191] port
[169] happening
[138] angela
[138] davis
[128] police
[124] thousands
[113] protesters
[111] #oaklandprotest
[111] marching

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[15059] port,oakland
[10222] angela,davis
[10101] west,coast
[9961] shut,down
[8286] down,port
[7365] ports,along
[7363] along,west
[6025] protest,against
[5119] went,strike
[4705] oakland,angela

Top Word Pairs in Tweet in G1:
[4533] port,oakland
[4531] oakland,angela
[4531] angela,davis
[4531] davis,#oaklandprotest
[4531] #oaklandprotest,#blm
[2] oakland,rally
[2] rally,becoming
[2] becoming,march
[2] march,group
[2] group,huge

Top Word Pairs in Tweet in G2:
[2960] port,oakland
[2937] angela,davis
[2912] shut,down
[2900] police,brutality
[2897] against,police
[2897] west,coast
[2895] down,port
[2895] ports,along
[2895] along,west
[2894] oakland,28

Top Word Pairs in Tweet in G3:
[2765] port,oakland
[2739] shut,down
[2739] west,coast
[2737] down,port
[2737] ports,along
[2737] along,west
[2737] protest,against
[2691] thousands,anti
[2691] anti,racist
[2691] racist,dockworkers

Top Word Pairs in Tweet in G4:
[2460] west,coast
[2283] went,strike
[2221] part,#strikeforblacklives
[2221] #strikeforblacklives,#juneteenth2020
[2221] #juneteenth2020,protests
[2221] protests,ilwu
[2221] ilwu,dockworkers
[2221] dockworkers,went
[2221] strike,west
[2221] coast,ports

Top Word Pairs in Tweet in G5:
[2784] shut,down
[1443] port,oakland
[1418] west,coast
[1417] down,port
[1417] ports,along
[1417] along,west
[1407] angela,davis
[1395] 29,ports
[1389] longshoremen,shut
[1367] davis,today

Top Word Pairs in Tweet in G6:
[979] port,oakland
[926] shut,down
[903] down,port
[825] incredible,scene
[825] scene,right
[825] right,protesters
[825] protesters,shut
[109] west,coast
[78] ports,along
[78] along,west

Top Word Pairs in Tweet in G7:
[663] port,oakland
[346] west,coast
[284] juneteenth,rally
[275] port,shutdown
[246] coast,port
[232] shutdown,juneteenth
[215] march,port
[204] angela,davis
[179] live,video
[179] port,#oakland

Top Word Pairs in Tweet in G8:
[382] port,oakland
[376] angela,davis
[194] davis,scesa
[194] scesa,manifestanti
[194] manifestanti,non
[194] non,cosa
[194] cosa,più
[194] più,bella
[194] bella,_________
[194] _________,port

Top Word Pairs in Tweet in G9:
[319] port,oakland
[167] angela,davis
[162] davis,juneteenth
[162] juneteenth,2020
[162] 2020,port
[150] shut,down
[147] etats,unis
[147] unis,milliers
[147] milliers,dockers
[147] dockers,port

Top Word Pairs in Tweet in G10:
[152] port,oakland
[138] angela,davis
[108] thousands,protesters
[104] following,speech
[104] speech,angela
[104] davis,crowd
[104] crowd,thousands
[104] protesters,begin
[104] begin,marching
[104] marching,port

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@abc7shack
@ilwu_10
@eugene_v_dabbs
@bunker_bitch
@yoshifoto
@juneteenthspt
@sfchronicle
@kqednews
@oaktownpirate

Top Mentioned in G2:
@sfchronicle

Top Mentioned in G4:
@abc7shack
@ilwu_10
@ali
@repbarbaralee

Top Mentioned in G5:
@haymarketbooks

Top Mentioned in G6:
@benjaminpdixon
@jack
@abc7shack
@joshuapotash

Top Mentioned in G7:
@ilwu_10
@nbcbayarea
@jsccounterpunch
@abc7shack
@portofoakland
@shwanika
@oakland
@airresources
@californiacore
@eastbaytimes

Top Mentioned in G10:
@eugene_v_dabbs
@bunker_bitch
@juneteenthspt
@insrt_pseudonym
@theschwasound
@abc7shack
@ilwu23ywc
@dispatcherilwu
@ilwu_10
@kentkessinger

Top Tweeters
Top Tweeters in Entire Graph:
@occuworld
@filafresh
@jojokejohn
@odio_nao
@solutioneer72
@moonbootica
@inabster
@billm9
@drdaveanddee
@mementh

Top Tweeters in G1:
@ligayaloyola
@very_nessasary
@strangekeith
@godtierp
@prettymoodyy
@miss_davis0
@wraycharless
@_petiteting
@blazeardx3
@mayadenisemu

Top Tweeters in G2:
@toneunga3
@muzikscribe
@aluizcosta
@katcapps
@blueyvuitton
@iceburghslimm
@hisstankness
@malu_mad
@bulldoghill
@_ogkeish

Top Tweeters in G3:
@occuworld
@sakeuchi317
@thefabledaesop
@hoeitsrocuervo
@moadekunleoni
@garthworld
@lewisno1fan
@brokequan9378
@dalek_fan
@mconway70

Top Tweeters in G4:
@mementh
@freeandclear1
@hatoktalk
@_ardeej
@_caramelfrap
@todders14
@joshcrewsreally
@ritualstench
@dumbmongreldog
@worthless_bums

Top Tweeters in G5:
@moonbootica
@drdaveanddee
@betigulceylan
@stockguy61
@nofascistlies
@debeauxos1
@truemira
@alextackie
@deedeeugly_
@cutieqtpatootie

Top Tweeters in G6:
@jojokejohn
@inabster
@trump_enemy
@betterw05759703
@mastaofmp3s
@amadii
@libbyliberalnyc
@godandthebear
@viragoergosum
@abc7newsbayarea

Top Tweeters in G7:
@filafresh
@gojira007x
@senseof_outrage
@lizditz
@manatrue
@jameskthompson1
@profesortbaker
@burberryant
@valsadie
@laura78703

Top Tweeters in G8:
@solutioneer72
@anubidal
@dvanhook822
@justpapinow
@allstarsla
@_hedaleksa
@capagira
@diphylleiagrai
@alexarmuzzi
@myles_morris

Top Tweeters in G9:
@m2bliquis
@nicolarsouil
@katiaontheearth
@neonsonight
@cypherestial
@yann807
@pbrenon
@miawallaceb52
@h92brown
@hexxia_

Top Tweeters in G10:
@billm9
@tenji95
@estarianne
@janviernoir
@pameladrew
@wavesofeuphoria
@proglocommons
@unetomaterouge
@mazzettam
@sirforde


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