Minneapolis, Twitter, 6/1/2020 1:21:02 AM, 228594


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Minneapolis_2020-05-31_12-50-21.xlsx
Minneapolis_2020-05-31_12-50-21.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
June 01, 2020
Short Description:
Minneapolis via NodeXL https://bit.ly/2ZUas2F
@mayaguler1
@realdonaldtrump
@jovannytrujill8
@liibabyluna
@cperikles
@0xuid
@hilaryedaris_
@nytimes
@needymackay
@damekjose

Top hashtags:
#anonymous
#minneapolis
#chicago
#georgefloyd
#antifa
#joebiden
#blacklivesmatter

Description:
Description
The graph represents a network of 19,454 Twitter users whose recent tweets contained "Minneapolis", 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, 31 May 2020 at 20:23 UTC.

The tweets in the network were tweeted over the 9-minute period from Sunday, 31 May 2020 at 19:40 UTC to Sunday, 31 May 2020 at 19:50 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 : 19454
Unique Edges : 20894
Edges With Duplicates : 1490
Total Edges : 22384
Number of Edge Types : 5
Retweet : 16742
Tweet : 2356
Mentions : 1252
Replies to : 714
MentionsInRetweet : 1320
Self-Loops : 2391
Reciprocated Vertex Pair Ratio : 0.00102997219075085
Reciprocated Edge Ratio : 0.00205782487910279
Connected Components : 1980
Single-Vertex Connected Components : 482
Maximum Vertices in a Connected Component : 13154
Maximum Edges in a Connected Component : 15687
Maximum Geodesic Distance (Diameter) : 24
Average Geodesic Distance : 7.283826
Graph Density : 5.13636738309787E-05
Modularity : 0.882697
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 19,454 Twitter users whose recent tweets contained "Minneapolis", 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, 31 May 2020 at 20:23 UTC.

The tweets in the network were tweeted over the 9-minute period from Sunday, 31 May 2020 at 19:40 UTC to Sunday, 31 May 2020 at 19:50 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 : Minneapolis
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:
[297] https://www.gofundme.com/f/peoples-city-council-ticket-fund
[294] https://www.phillybailfund.org
[114] https://www.reuters.com/article/us-minneapolis-police-biden-bail-idUSKBN2360SZ
[70] https://www.startribune.com/minneapolis-vandalism-targets-include-189-unit-affordable-housing-development/570836742/
[45] https://www.change.org/p/change-org-the-minneapolis-police-officers-to-be-charged-for-murder-after-killing-innocent-black-man?recruiter=1094358894&utm_source=share_petition&utm_medium=twitter&utm_campaign=psf_combo_share_initial&utm_term=psf_combo_share_abi&recruited_by_id=1f5eb960-a054-11ea-8dce-e10f98d0711f
[40] https://www.welovelakestreet.com/
[38] https://www.foxnews.com/politics/biden-campaign-staffers-donate-to-group-that-bails-out-jailed-minneapolis-protesters-report
[32] https://www.theguardian.com/commentisfree/2020/may/31/donald-trump-coronavirus-pandemic-george-floyd-minneapolis-tweets?CMP=twt_gu&utm_source=Twitter&utm_medium#Echobox=1590953288
[26] https://www.change.org/p/andy-beshear-justice-for-breonna-taylor/exp/cl_/cl_sharecopy_22077589_en-US/v4/877661560?utm_content=cl_sharecopy_22077589_en-US%3Av4&recruiter=877661560&recruited_by_id=e610e9d0-606d-11e8-b7b8-9f274e56745c&utm_source=share_petition&utm_medium=copylink&utm_campaign=psf_combo_share_abi&utm_term=4e6db6e4120a41249971fdb1cf796bfb
[26] https://www.change.org/p/mayor-jacob-frey-justice-for-george-floyd/exp/cl_/cl_sharecopy_22414602_en-US/v7/1018946780?utm_content=cl_sharecopy_22414602_en-US%3Av7&recruiter=1018946780&recruited_by_id=d479a390-0749-11ea-99f0-bd03d064160e&utm_source=share_petition&utm_medium=copylink&utm_campaign=psf_combo_share_initial&utm_term=psf_combo_share_initial

Top URLs in Tweet in G1:
[5] https://www.change.org/p/minneapolis-district-attorney-raise-the-degree?recruiter=916857994&utm_source=share_petition&utm_medium=twitter&utm_campaign=psf_combo_share_abi&utm_term=psf_combo_share_abi&recruited_by_id=30c03050-efb9-11e8-850b-d1cdad1ecb8e
[1] https://pastebin.com/XCRrDNht

Top URLs in Tweet in G2:
[7] https://twitter.com/therecount/status/1266845479268212736
[6] https://www.thegatewaypundit.com/2020/05/ilhan-omars-daughter-retweets-list-supplies-comrades-rioting-minneapolis/?utm_source=Twitter&utm_medium=PostTopSharingButtons&utm_campaign=websitesharingbuttons
[4] https://www.niusdiario.es/internacional/anuncia-movimiento-antifa-considerado-terrorista-minneapolis-minnesota-negro-asesinato_18_2955495112.html
[4] https://www.thegatewaypundit.com/2020/05/ilhan-omars-daughter-retweets-list-supplies-comrades-rioting-minneapolis/?utm_source=Twitter&utm_campaign=websitesharingbuttons
[3] https://www.newsmax.com/headline/minneapolis-police-death-the-latest/2020/05/30/id/969791/
[3] https://www.foxnews.com/politics/biden-campaign-staffers-donate-to-group-that-bails-out-jailed-minneapolis-protesters-report
[2] https://www.foxnews.com/politics/biden-campaign-staffers-donate-to-group-that-bails-out-jailed-minneapolis-protesters-report?cmpid=prn_msn
[2] https://www.newsmax.com/headline/Minneapolis-Police-Death-Nationwide-Protests/2020/05/31/id/969801/
[2] https://www.reuters.com/article/us-minneapolis-police-biden-bail/biden-staff-donate-to-group-that-pays-bail-in-riot-torn-minneapolis-idUSKBN2360SZ
[2] https://www.jihadwatch.org/?p=195640

Top URLs in Tweet in G3:
[2] https://www.change.org/p/minneapolis-district-attorney-raise-the-degree?recruiter=916857994&utm_source=share_petition&utm_medium=twitter&utm_campaign=psf_combo_share_abi&utm_term=psf_combo_share_abi&recruited_by_id=30c03050-efb9-11e8-850b-d1cdad1ecb8e
[1] https://www.publimetro.cl/cl/noticias/2020/05/31/reaparece-anonymous-ante-asesinato-george-floyd-amenaza-la-policia-minneapolis-revelaran-muchos-crimenes-al-mundo.html

Top URLs in Tweet in G4:
[6] https://minnesotafreedomfund.org/donate
[5] https://www.papermag.com/amp/where-to-donate-protests-minneapolis-2646128317?rebelltitem=1&__twitter_impression=true

Top URLs in Tweet in G6:
[11] https://www.theguardian.com/commentisfree/2020/may/31/donald-trump-coronavirus-pandemic-george-floyd-minneapolis-tweets
[11] https://www.theguardian.com/commentisfree/2020/may/31/donald-trump-coronavirus-pandemic-george-floyd-minneapolis-tweets?CMP=share_btn_tw
[5] https://twitter.com/tkerssen/status/1266921821653385225
[5] https://www.change.org/p/minneapolis-district-attorney-raise-the-degree
[4] https://www.papermag.com/where-to-donate-protests-minneapolis-2646128317.html
[4] https://www.reuters.com/article/us-minneapolis-police-biden-bail-idUSKBN2360SZ
[4] https://www.change.org/p/minneapolis-district-attorney-raise-the-degree?recruiter=1098599238&utm_source=share_petition&utm_medium=twitter&utm_campaign=psf_combo_share_initial&utm_term=psf_combo_share_abi&recruited_by_id=960efe90-a206-11ea-8907-8fc7af712ec3
[4] https://www.change.org/p/change-org-the-minneapolis-police-officers-to-be-charged-for-murder-after-killing-innocent-black-man?recruiter=1094358894&utm_source=share_petition&utm_medium=twitter&utm_campaign=psf_combo_share_initial&utm_term=psf_combo_share_abi&recruited_by_id=1f5eb960-a054-11ea-8dce-e10f98d0711f
[4] https://www.newsmax.com/headline/Minneapolis-Police-Death-Nationwide-Protests/2020/05/31/id/969801/
[3] https://www.change.org/p/change-org-the-minneapolis-police-officers-to-be-charged-for-murder-after-killing-innocent-black-man

Top URLs in Tweet in G8:
[40] https://www.welovelakestreet.com/
[21] https://www.msn.com/en-us/news/politics/biden-campaign-staffers-donate-to-group-that-bails-out-jailed-minneapolis-protesters-report/ar-BB14PSbH
[13] https://www.facebook.com/supportthecities/
[7] https://www.foxnews.com/politics/biden-campaign-staffers-donate-to-group-that-bails-out-jailed-minneapolis-protesters-report
[3] https://www.reuters.com/article/us-minneapolis-police-biden-bail-idUSKBN2360SZ
[2] https://actionnetwork.org/fundraising/louisville-community-bail-fund/
[1] https://tms.edu/find-a-church/
[1] https://www.givemn.org/story/Nufc
[1] https://www.hopebreakfast.com/give-hope
[1] https://minnesotafreedomfund.org/

Top URLs in Tweet in G9:
[1] https://twitter.com/rayanlvtt/status/1266815421543579650

Top Domains
Top Domains in Tweet in Entire Graph:
[541] change.org
[320] gofundme.com
[295] phillybailfund.org
[275] twitter.com
[184] reuters.com
[86] theguardian.com
[81] startribune.com
[71] nytimes.com
[61] foxnews.com
[47] co.uk

Top Domains in Tweet in G1:
[5] change.org
[1] pastebin.com

Top Domains in Tweet in G2:
[10] thegatewaypundit.com
[9] twitter.com
[6] foxnews.com
[5] newsmax.com
[4] niusdiario.es
[4] reuters.com
[2] nbcnews.com
[2] theguardian.com
[2] jihadwatch.org
[2] motherjones.com

Top Domains in Tweet in G3:
[2] change.org
[1] publimetro.cl

Top Domains in Tweet in G4:
[6] minnesotafreedomfund.org
[5] papermag.com

Top Domains in Tweet in G6:
[60] twitter.com
[58] change.org
[28] theguardian.com
[15] reuters.com
[13] nytimes.com
[11] foxnews.com
[9] youtube.com
[9] washingtonpost.com
[8] papermag.com
[7] instagram.com

Top Domains in Tweet in G8:
[40] welovelakestreet.com
[21] msn.com
[13] facebook.com
[7] foxnews.com
[3] reuters.com
[2] minnesotafreedomfund.org
[2] actionnetwork.org
[1] tms.edu
[1] givemn.org
[1] hopebreakfast.com

Top Domains in Tweet in G9:
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3465] anonymous
[1479] minneapolis
[383] chicago
[327] georgefloyd
[252] antifa
[226] joebiden
[191] blacklivesmatter
[133] black_lives_matters
[113] anonymousisback
[86] justiceforgeorgefloyd



Top Hashtags in Tweet in G1:
[3] anonymous

Top Hashtags in Tweet in G2:
[16] justiceforgeorgefloyd
[8] minneapolis
[5] democrat
[5] yosoyantifa
[3] gorgefloyd
[3] georgefloyd
[3] maga
[3] policebrutality
[3] blacklivematter
[2] georgesfloyd

Top Hashtags in Tweet in G3:
[925] anonymous
[4] anonymus
[2] minneapolis
[1] georgesfloyd
[1] black_lives_matters

Top Hashtags in Tweet in G4:
[5] anonymous
[3] votebluetosaveamerica
[3] biden2020
[1] justiceforgeorgefloyd

Top Hashtags in Tweet in G5:
[726] anonymous
[3] minneapolis
[2] chicago

Top Hashtags in Tweet in G6:
[95] minneapolis
[34] georgefloyd
[21] blacklivesmatter
[16] riots2020
[15] justiceforgeorgefloyd
[14] georgefloydwasmurdered
[14] black_lives_matters
[14] georgefloydprotests
[10] usa
[10] anonymous

Top Hashtags in Tweet in G7:
[294] minneapolis
[10] anonymous
[2] riots2020
[2] anonymousisback
[2] black_lives_matters
[2] georgefloydprotests
[2] ldnblm
[1] mineapolisprotest
[1] chicago
[1] ferguson

Top Hashtags in Tweet in G8:
[224] antifa
[222] joebiden
[37] hidinbiden
[3] bidensupportsterrorists
[1] whereisjoebiden
[1] antifaterrorists
[1] maga
[1] media
[1] freethemall

Top Hashtags in Tweet in G9:
[64] minneapolis
[38] georgefloyd
[32] tf1
[18] police
[8] blacklivesmatter
[7] floyd
[7] anonymous
[5] georgesfloyd
[2] minneapolisriots
[2] riots2020

Top Hashtags in Tweet in G10:
[348] anonymous
[347] minneapolis
[346] chicago
[1] ferguson
[1] trump
[1] epstein

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:
[1135] minneapolis
[1132] pd
[1129] down
[1128] website
[1128] trump
[1128] child
[1128] trafficking
[1128] epstein
[1126] anonymous
[1126] shut

Top Words in Tweet in G2:
[1543] night
[1303] minneapolis
[1184] national
[1184] guard
[1179] job
[1093] great
[998] last
[980] anarchists
[876] states
[668] mayor

Top Words in Tweet in G3:
[1194] policía
[940] #anonymous
[881] minneapolis
[656] trump
[587] trata
[448] bloqueó
[443] asesinatos
[426] expusieron
[368] sitio
[348] police

Top Words in Tweet in G4:
[1501] police
[784] minneapolis
[768] anonymous
[768] shut
[768] down
[768] pd
[763] back
[763] website
[747] three
[747] hours

Top Words in Tweet in G5:
[1449] exposed
[977] pd
[737] police
[734] minneapolis
[731] down
[731] website
[730] hacked
[729] trump
[728] chicago
[727] radio

Top Words in Tweet in G6:
[292] minneapolis
[98] #minneapolis
[96] police
[53] trump
[52] george
[49] floyd
[48] protests
[40] people
[33] #georgefloyd
[33] black

Top Words in Tweet in G7:
[301] #minneapolis
[292] officer
[291] #riots2020
[287] meanwhile
[287] light
[287] 'em
[287] sorry
[287] fucking
[287] warzone
[287] someone

Top Words in Tweet in G8:
[289] bail
[229] president
[228] #antifa
[222] trump
[222] declares
[222] terrorist
[222] organization
[222] #joebiden
[222] democrats
[158] minneapolis

Top Words in Tweet in G9:
[416] police
[325] ont
[303] minneapolis
[246] ils
[231] anonymous
[224] manifestations
[213] site
[212] 2020
[192] donald
[192] trump

Top Words in Tweet in G10:
[1053] pd
[368] police
[361] down
[361] website
[358] hacked
[356] hours
[356] radios
[349] years
[349] expose
[348] #anonymous

Top Word Pairs
Top Word Pairs in Tweet in G2:
[1129] national,guard
[1129] great,job
[1128] last,night
[1126] guard,great
[1125] congratulations,national
[1125] job,immediately
[1125] immediately,upon
[1125] upon,arriving
[1125] arriving,minneapolis
[1125] minneapolis,minnesota

Top Word Pairs in Tweet in G3:
[1184] policía,minneapolis
[1073] trump,trata
[998] expusieron,trump
[971] bloqueó,sitio
[533] sitio,policía
[533] fuck,police
[533] trata,asesinatos
[533] amenazan,exponer
[533] exponer,corrupción
[533] corrupción,toda

Top Word Pairs in Tweet in G4:
[854] shut,down
[442] down,minneapolis
[426] minneapolis,police
[340] anonymous,back
[340] back,three
[327] three,hours
[324] hours,already
[306] already,shut
[306] police,website
[306] website,hacked

Top Word Pairs in Tweet in G5:
[768] down,minneapolis
[763] website,hacked
[754] hacked,chicago
[747] chicago,pd
[747] pd,radio
[747] exposed,trump
[747] royal,family
[747] killing,princess
[747] princess,diana
[747] exposed,royal

Top Word Pairs in Tweet in G6:
[729] george,floyd
[729] minneapolis,police
[728] fire,pestilence
[727] pestilence,country
[724] country,war
[724] war,itself
[724] itself,trump
[724] trump,presidency
[724] presidency,over
[723] over,robert

Top Word Pairs in Tweet in G7:
[42] meanwhile,#minneapolis
[26] #minneapolis,officer
[18] officer,light
[18] light,'em
[18] 'em,sorry
[18] sorry,fucking
[18] fucking,warzone
[18] warzone,someone
[18] someone,convince
[15] convince,soulless

Top Word Pairs in Tweet in G8:
[287] president,trump
[287] trump,declares
[287] declares,#antifa
[287] #antifa,terrorist
[287] terrorist,organization
[287] organization,#joebiden
[287] #joebiden,democrats
[287] democrats,bail
[287] small,businesses
[287] help,ways

Top Word Pairs in Tweet in G9:
[222] donald,trump
[222] site,web
[222] web,police
[222] police,minneapolis
[222] anonymous,quelques
[222] quelques,heures
[222] heures,ont
[222] ont,déjà
[41] déjà,fermé
[40] fermé,site

Top Word Pairs in Tweet in G10:
[192] website,hacked
[191] pd,website
[191] one,#anonymous
[191] #anonymous,years
[190] years,few
[190] few,hours
[190] hours,later
[190] later,taken
[190] taken,down
[190] down,#minneapolis

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@joebiden
@usa1aus
@therecount
@cutieclifford11
@nytimes
@jonathanturley
@nycmayor
@malcolmnance
@chrissyteigen

Top Replied-To in G1:
@mayaguler1

Top Replied-To in G2:
@realdonaldtrump
@usa1aus
@aurelientache
@kurtschlichter
@sidneypowell1
@greggutfeld
@objeconciencia
@taylorswift13
@potus
@kimbraov1

Top Replied-To in G7:
@youranonnews
@vicentevegazo
@yaboidante08

Top Replied-To in G8:
@jtimberlake
@aghamilton29
@iggyhenny15

Top Mentioned
Top Mentioned in Entire Graph:
@change
@realdonaldtrump
@joebiden
@govtimwalz
@mollyhf
@mayorfrey
@tkerssen
@ukchange
@conorlambpa
@reuters

Top Mentioned in G2:
@realdonaldtrump
@gatewaypundit
@laraleatrump
@potus
@niusdiario
@barackobama
@speakerpelosi
@millie__weaver
@jennaellisesq
@jack

Top Mentioned in G6:
@alerttrade
@afroculturenet

Top Mentioned in G7:
@youranonnews
@0xuid
@savageisnumberr

Top Mentioned in G8:
@mnfreedomfund
@massbailfund
@freedomfundco
@freethemall2020
@chibondfund
@blmlouisville
@rob_schilling18
@mitchellvii

Top Mentioned in G9:
@lpldirect
@amandineatalaya
@belangerjf
@balancetonmedia
@matderrien
@tkerssen

Top Tweeters
Top Tweeters in Entire Graph:
@la_patilla
@alerttrade
@lasillarota
@jojokejohn
@dolartoday
@dichristine
@chubbykashi
@publimetrochile
@mattmurph24
@joefreedomlove

Top Tweeters in G1:
@wellness4you13
@shipa123
@sendadeisis
@yafeelmeaj
@_ikenna_
@nort_lights
@spawnofmedusa
@han_xiaolu
@nomad_blcksheep
@_____glamorous

Top Tweeters in G2:
@lasillarota
@9975ts
@s_total_s2
@aneshali
@mooseman1956
@jayoung1892
@khzozo1111
@kurtschlichter
@hawleysjadefav
@kimbraov1

Top Tweeters in G3:
@publimetrochile
@firelight8abril
@liclinareyes
@ivegotscarsiicf
@chinitajowi
@whore_80
@franciscoyapo
@andrealetamendi
@peibol__
@carmenrechiweb

Top Tweeters in G4:
@catlover1943
@jacicakess
@kiingjoey
@youngcongo
@cozysubaru
@lynaliciousx
@smashedyourgirl
@savay
@naomifever
@dellanurse

Top Tweeters in G5:
@chris_steller
@twerksforpizza
@katia_rayanna
@boricuayankee1
@oneandonlyrissa
@annie_girl_
@wannasinkinto
@cavely_myday
@honeys777
@tiicia19

Top Tweeters in G6:
@alerttrade
@dlasamericas
@mzee26
@mterr337
@joannaprile
@rowankaiser
@ellechanel
@jimw_in_nm
@bobguildner
@carlottaclarice

Top Tweeters in G7:
@realmattcouch
@youranonnews
@tomatothepotato
@pino_nostro
@perra_calata
@eugerab
@lynnlittle08
@__galaxyrose
@chispa_tuc
@gaetsdgst

Top Tweeters in G8:
@joefreedomlove
@tammywalt61
@quicksilver2723
@victorb123
@mariannehofer
@novembermatters
@cq2101
@mazurikl
@jabs611
@biffrbear

Top Tweeters in G9:
@_tomacns
@sunakosatoru
@desertup
@pirata948
@elshaad
@drxkesgirl
@ddaya_23
@jkm243_
@mesko28101
@hvlios_

Top Tweeters in G10:
@thenineforty_
@piratemulwana
@brala1
@gqsmooth981
@leshawnaaa
@_5mashtonscakes
@_nick_blaze_
@jjustin_ro
@xesivkush
@mimiae__