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Indigenous people Twitter NodeXL SNA Map and Report for Monday, 12 October 2020 at 23:10 UTC (experimental version)
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From:
docassar
Uploaded on:
October 17, 2020
Short Description:
Indigenous people via NodeXL https://bit.ly/344vlty
@radiateloveco
@earthmamita
@sensanders
@hetstruggles
@glqzed
@meldakyellow
@mvmnt4blklives
@magicalgrldaisy
@maggiioca
@catralysis

Top hashtags:
#indigenouspeoplesday
#indigenouspeoplesday2020
#columbusday

Description:
Description
The graph represents a network of 17,845 Twitter users whose recent tweets contained "Indigenous people", 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 Monday, 12 October 2020 at 23:24 UTC.

The tweets in the network were tweeted over the 39-minute period from Monday, 12 October 2020 at 22:31 UTC to Monday, 12 October 2020 at 23:10 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 : 17845
Unique Edges : 19596
Edges With Duplicates : 584
Total Edges : 20180
Number of Edge Types : 5
Retweet : 17007
Tweet : 1638
Replies to : 521
MentionsInRetweet : 493
Mentions : 521
Self-Loops : 1656
Reciprocated Vertex Pair Ratio : 0.000927998253179759
Reciprocated Edge Ratio : 0.0018542757417103
Connected Components : 1346
Single-Vertex Connected Components : 466
Maximum Vertices in a Connected Component : 14682
Maximum Edges in a Connected Component : 16851
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 4.558926
Graph Density : 5.75832049990362E-05
Modularity : 0.834421
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 17,845 Twitter users whose recent tweets contained "Indigenous people", 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 Monday, 12 October 2020 at 23:24 UTC.

The tweets in the network were tweeted over the 39-minute period from Monday, 12 October 2020 at 22:31 UTC to Monday, 12 October 2020 at 23:10 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 : Indigenous people
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 : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[181] https://www.theonion.com/nation-s-indigenous-people-confirm-they-don-t-need-spec-1839033177
[132] https://twitter.com/ComradeEmber/status/1315676714782142464
[98] https://www.redfeather.org
[84] https://www.nationalgeographic.com/history/2019/10/meet-survivors-taino-tribe-paper-genocide/?cmpid=org=ngp::mc=social::src=twitter::cmp=editorial::add=tw20201012hist-resurfindigenouspapergenocide::rid=&sf238772284=1
[76] https://joebiden.com/2020/10/12/indigenous-peoples-day-statement-by-vice-president-joe-biden/
[31] https://www.paypal.me/alakuann
[28] https://twitter.com/realdonaldtrump/status/1315706457271267329
[27] https://www.gofundme.com/f/legal-support-for-indigenous-people-amp-communities
[27] https://www.bustle.com/p/7-native-american-organizations-to-donate-to-for-the-indigenous-peoples-march-15862457
[26] https://trib.al/fVheRui

Top URLs in Tweet in G1:
[1] https://twitter.com/snacfleetwood/status/1315497193114161152

Top URLs in Tweet in G2:
[4] https://twitter.com/azejournal/status/1308864769009606657
[2] https://twitter.com/nickwestes/status/1315330593572311042
[1] https://theprovince.com/opinion/wendy-holm-like-the-dinosaurs-of-old-the-site-c-white-elephant-is-mired-in-prehistoric-mud

Top URLs in Tweet in G3:
[15] https://www.gofundme.com/f/legal-support-for-indigenous-people-amp-communities
[6] https://www.gofundme.com/url_shortener/u/y4jqy7
[5] https://jjessmineindigenous.carrd.co/
[4] https://blackliveswillalwaysmatter.carrd.co/#nlmpetitions
[2] https://www.change.org/p/u-s-senate-justice-for-missing-and-murdered-indigenous-women?utm_content=cl_sharecopy_14414818_en-US%3Av3&recruiter=1092686655&recruited_by_id=8fea8d60-9c7d-11ea-9d01-2d9382205977&utm_source=share_petition&utm_medium=copylink&utm_campaign=psf_combo_share_abi
[2] https://www.culturalsurvival.org/news/discrimination-against-indigenous-peoples-legal-texts-policing-practice
[2] https://www.aises.org/
[1] https://joebiden.com/2020/10/12/indigenous-peoples-day-statement-by-vice-president-joe-biden/
[1] https://www.bustle.com/p/7-native-american-organizations-to-donate-to-for-the-indigenous-peoples-march-15862457
[1] https://twitter.com/locatiqn/status/1315634610022289408?s=19

Top URLs in Tweet in G4:
[9] https://abc7.com/society/la-to-replace-columbus-day-with-indigenous-peoples-day/2358896/
[4] https://twitter.com/stillgray/status/1315712237017866240
[3] https://twitter.com/najournalists/status/1315623248625897472
[3] https://thephoenix.substack.com/p/one-of-the-best-climate-solutions
[2] https://blmaustraliahome.carrd.co/
[2] https://twitter.com/arlenparsa/status/1315627418103808000
[2] https://najanewsroom.com/2020/10/12/naja-releases-tribal-nations-media-guide-for-reporting-on-indigenous-communities/
[1] https://www.paypal.me/alakuann
[1] https://www.culturalsurvival.org/news/discrimination-against-indigenous-peoples-legal-texts-policing-practice
[1] https://www.bustle.com/p/7-native-american-organizations-to-donate-to-for-the-indigenous-peoples-march-15862457

Top URLs in Tweet in G5:
[88] https://www.redfeather.org
[17] https://www.paypal.me/angrami
[9] https://decolonizeamerica.carrd.co/
[9] https://www.paypal.me/MSanchez939
[6] https://www.gofundme.com/url_shortener/u/y4jqy7
[3] https://twitter.com/eIihal/status/1315536913986510848?s=19
[2] https://ko-fi.com/djinntan
[2] https://ko-fi.com/carwhi
[1] https://www.nationalgeographic.com/history/2019/10/meet-survivors-taino-tribe-paper-genocide/?cmpid=org=ngp::mc=social::src=twitter::cmp=editorial::add=tw20201012hist-resurfindigenouspapergenocide::rid=&sf238772284=1
[1] https://twitter.com/glqzed/status/1315665273236721664

Top URLs in Tweet in G6:
[5] https://www.cuidandoalas.org/
[4] https://cfnorthstate.org/donations/karuk-tribe-slater-fire-relief-fund/

Top URLs in Tweet in G7:
[4] https://www.gofundme.com/url_shortener/u/y4jqy7
[2] https://twitter.com/glqzed/status/1315665273236721664
[1] https://jjessmineindigenous.carrd.co/
[1] https://blackliveswillalwaysmatter.carrd.co/#nlmpetitions

Top URLs in Tweet in G8:
[7] https://www.gov.ca.gov/2020/10/12/governor-newsom-issues-proclamation-declaring-indigenous-peoples-day-10-12-20/
[6] https://www.jta.org/2019/04/04/culture/an-indigenous-and-jewish-photographer-wants-to-tell-her-peoples-story-before-its-too-late
[3] https://twitter.com/jf45_j/status/1315752642237419526
[2] https://www.umcjustice.org/news-and-stories/what-indigenous-people-s-day-means-to-me-1120

Top URLs in Tweet in G9:
[7] https://twitter.com/realdonaldtrump/status/1315706457271267329
[4] http://44.238.53.87/
[2] https://twitter.com/uspoliticspoll/status/1315696032634884096
[2] https://www.gofundme.com/f/legal-support-for-indigenous-people-amp-communities
[2] https://www.realrentduwamish.org/
[2] https://www.washingtonpost.com/history/2019/10/14/here-are-indigenous-people-christopher-columbus-his-men-could-not-annihilate/
[1] https://m.tiktok.com/v/6880903443930696961.html?_d=secCgsIARCbDRgBIAIoARI%2BCjxK0ydvQolOGUo0nthIpE6TeiDxS6FFeI%2FoGlvrv2X0cqkOnWk1oBBpfodeHqVcGHkAu%2F0lEWExXowp%2BGYaAA%3D%3D&language=en&preview_pb=0&sec_user_id=MS4wLjABAAAABVj4xQLHl4XxFVTv5PgcdGPd429Qd4n7PmqKmbpaEXeJVIwIgYAYOwkSs0E4sJ0V&share_app_name=musically&share_item_id=6880903443930696961&share_link_id=d5bc1629-12fe-4457-98f7-260d309899cb×tamp=1602541812&u_code=de4hk800m59610&user_id=6863829586628871173&utm_campaign=client_share&utm_medium=android&utm_source=twitter
[1] https://mentalunrest.com/2020/10/12/whos-uncivilized-remembering-indigenous-peoples-day/
[1] https://kpfa.org/episode/against-the-grain-april-8-2019/
[1] https://twitter.com/JoeBiden/status/1315719382182526976

Top URLs in Tweet in G10:
[8] https://www.gofundme.com/f/legal-support-for-indigenous-people-amp-communities
[5] https://www.culturalsurvival.org/news/addressing-epidemic-missing-murdered-indigenous-women-and-girls
[5] https://www.powwows.com/the-tragedy-of-missing-and-murdered-indigenous-women-mmiw/
[4] https://www.lakotalaw.org/our-actions/lplp-donate
[1] https://www.redfeather.org
[1] https://www.nationalgeographic.com/history/2019/10/meet-survivors-taino-tribe-paper-genocide/?cmpid=org=ngp::mc=social::src=twitter::cmp=editorial::add=tw20201012hist-resurfindigenouspapergenocide::rid=&sf238772284=1
[1] https://twitter.com/ComradeEmber/status/1315676714782142464

Top Domains
Top Domains in Tweet in Entire Graph:
[499] twitter.com
[181] theonion.com
[98] redfeather.org
[88] nationalgeographic.com
[78] joebiden.com
[70] paypal.me
[54] gofundme.com
[51] carrd.co
[29] trib.al
[27] instagram.com

Top Domains in Tweet in G1:
[1] twitter.com

Top Domains in Tweet in G2:
[6] twitter.com
[1] theprovince.com

Top Domains in Tweet in G3:
[21] gofundme.com
[9] carrd.co
[2] change.org
[2] culturalsurvival.org
[2] aises.org
[1] joebiden.com
[1] bustle.com
[1] twitter.com
[1] nationalgeographic.com

Top Domains in Tweet in G4:
[10] twitter.com
[9] abc7.com
[3] substack.com
[2] carrd.co
[2] najanewsroom.com
[1] paypal.me
[1] culturalsurvival.org
[1] bustle.com

Top Domains in Tweet in G5:
[88] redfeather.org
[26] paypal.me
[9] carrd.co
[6] gofundme.com
[4] twitter.com
[4] ko-fi.com
[1] nationalgeographic.com

Top Domains in Tweet in G6:
[5] cuidandoalas.org
[4] cfnorthstate.org

Top Domains in Tweet in G7:
[4] gofundme.com
[2] carrd.co
[2] twitter.com

Top Domains in Tweet in G8:
[7] ca.gov
[6] jta.org
[3] twitter.com
[2] umcjustice.org

Top Domains in Tweet in G9:
[55] twitter.com
[12] instagram.com
[6] tiktok.com
[5] carrd.co
[4] 44.238.53.87
[3] youtube.com
[3] realrentduwamish.org
[3] illuminatives.org
[2] theguardian.com
[2] linkedin.com

Top Domains in Tweet in G10:
[8] gofundme.com
[5] culturalsurvival.org
[5] powwows.com
[4] lakotalaw.org
[1] redfeather.org
[1] nationalgeographic.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1297] indigenouspeoplesday
[251] indigenouspeoplesday2020
[102] columbusday
[72] nativetwitter
[63] columbuswasacolonizer
[50] native
[31] indigenous
[24] landback
[21] nativeamerican
[20] ndn



Top Hashtags in Tweet in G1:
[2] indigenouspeoplesday

Top Hashtags in Tweet in G2:
[7] indigenouspeoplesday
[1] bcgreen
[1] foodsecurity
[1] stopsitec
[1] indigenous
[1] bcpoli
[1] bcelxn2020

Top Hashtags in Tweet in G3:
[188] indigenouspeoplesday
[1] indigenouspeoplesday2020
[1] nativetwitter
[1] native
[1] indegenouspeoplesday

Top Hashtags in Tweet in G4:
[3] breaking
[1] indigenouspeoplesday
[1] rt

Top Hashtags in Tweet in G5:
[25] indigenouspeoplesday
[2] wearestillhere
[1] artshare

Top Hashtags in Tweet in G6:
[1] centam
[1] indigenouspeoplesday

Top Hashtags in Tweet in G7:
[4] indigenouspeoplesday

Top Hashtags in Tweet in G8:
[7] indigenouspeoplesday
[1] happyindigenouspeoplesday

Top Hashtags in Tweet in G9:
[72] indigenouspeoplesday
[14] indigenouspeoplesday2020
[9] nativeamerican
[5] columbusday
[5] indigenous
[2] indegenouspeoplesday
[2] captain11mil
[2] sschat
[1] ndn
[1] nodapl

Top Hashtags in Tweet in G10:
[2] happyindigenousday
[2] art
[1] indigenouspeoplesday

Top Words
Top Words in Tweet in Entire Graph:
[25052] indigenous
[19992] people
[12414] day
[8406] happy
[5276] s
[3719] native
[3019] thread
[2637] peoples
[2624] links
[2491] make

Top Words in Tweet in G1:
[3756] indigenous
[3756] people
[3756] day
[3754] happy
[5] s
[4] jojo
[4] history
[4] links
[4] out
[3] beautiful

Top Words in Tweet in G2:
[3844] indigenous
[1980] people
[1861] take
[1854] up
[1852] make
[1852] less
[1851] reminder
[1851] care
[1851] 80
[1851] global

Top Words in Tweet in G3:
[1352] indigenous
[1233] people
[875] thread
[691] links
[649] petitions
[579] carrds
[548] s
[523] ipoc
[391] day
[351] please

Top Words in Tweet in G4:
[2304] native
[886] indigenous
[882] day
[853] people
[770] american
[770] peoples
[762] owe
[762] enormous
[762] debt
[762] gratitude

Top Words in Tweet in G5:
[974] indigenous
[890] people
[796] day
[761] happy
[748] s
[720] donate
[644] thread
[641] links
[627] drop
[619] under

Top Words in Tweet in G6:
[1932] america
[696] indigenous
[693] people
[644] celebrating
[644] honoring
[644] today
[644] north
[644] south
[644] central
[644] caribbean

Top Words in Tweet in G7:
[714] indigenous
[680] people
[607] ipoc
[604] links
[603] thread
[600] carrds
[594] petitions
[591] color
[586] etc
[580] donation

Top Words in Tweet in G8:
[1659] indigenous
[1062] black
[1062] tied
[589] people
[563] day
[542] happy
[536] peoples
[535] country
[532] land
[531] history

Top Words in Tweet in G9:
[564] indigenous
[475] people
[406] day
[178] happy
[167] s
[102] columbus
[91] people's
[75] today
[72] #indigenouspeoplesday
[64] native

Top Words in Tweet in G10:
[780] indigenous
[704] people
[259] day
[214] thread
[182] lot
[181] make
[169] happy
[166] tw
[166] missing
[163] drop

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[15494] indigenous,people
[8172] happy,indigenous
[4471] people,day
[3039] people,s
[2885] s,day
[2537] indigenous,peoples
[2402] peoples,day
[2070] climate,crisis
[2055] reminder,indigenous
[2048] 80,global

Top Word Pairs in Tweet in G1:
[3755] indigenous,people
[3754] happy,indigenous
[3750] people,day
[3] people,s
[3] s,day
[2] hello,everyone
[2] everyone,jojo
[2] jojo,wish
[2] wish,happy
[2] day,s

Top Word Pairs in Tweet in G2:
[1968] indigenous,people
[1851] reminder,indigenous
[1851] people,take
[1851] take,care
[1851] care,80
[1851] 80,global
[1851] global,biodiversity
[1851] biodiversity,make
[1851] make,up
[1851] up,less

Top Word Pairs in Tweet in G3:
[1164] indigenous,people
[521] petitions,carrds
[519] ipoc,indigenous
[416] thread,links
[267] educate,yourself
[266] help,indigenous
[265] links,petitions
[264] donation,links
[260] people,color
[260] carrds,gofundme

Top Word Pairs in Tweet in G4:
[770] indigenous,peoples
[770] peoples,day
[768] native,american
[765] american,people
[762] enormous,debt
[762] debt,gratitude
[762] gratitude,taught
[760] owe,native
[760] people,enormous
[760] taught,first

Top Word Pairs in Tweet in G5:
[847] indigenous,people
[760] happy,indigenous
[723] people,s
[721] s,day
[619] feel,free
[619] free,drop
[619] others,well
[618] day,putting
[618] putting,links
[618] links,u

Top Word Pairs in Tweet in G6:
[687] indigenous,people
[644] celebrating,honoring
[644] honoring,indigenous
[644] people,today
[644] today,north
[644] north,america
[644] america,south
[644] south,america
[644] america,central
[644] central,america

Top Word Pairs in Tweet in G7:
[668] indigenous,people
[602] ipoc,indigenous
[592] petitions,carrds
[591] people,color
[580] thread,ipoc
[580] color,petitions
[580] carrds,donation
[580] donation,links
[574] links,etc
[23] happy,indigenous

Top Word Pairs in Tweet in G8:
[1062] black,indigenous
[542] happy,indigenous
[536] indigenous,peoples
[536] peoples,day
[531] day,black
[531] indigenous,history
[531] history,tied
[531] tied,colonization
[531] colonization,land
[531] land,liberation

Top Word Pairs in Tweet in G9:
[352] indigenous,people
[150] happy,indigenous
[110] people,s
[109] s,day
[91] indigenous,people's
[89] people's,day
[71] people,day
[35] columbus,day
[34] indigenous,peoples
[31] christopher,columbus

Top Word Pairs in Tweet in G10:
[429] indigenous,people
[169] happy,indigenous
[166] missing,people
[156] m,gonna
[156] gonna,make
[156] make,thread
[156] thread,educational
[156] educational,tiktoks
[156] tiktoks,indigenous
[156] people,lot

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@dreamwastaken2
@peachkiwis
@tedwheeler
@berniesanders
@darynoceansun
@senwarren
@lakotaman1
@apachesk8boards
@hateyouniggas

Top Replied-To in G2:
@michcarolinelo
@chipfoxx
@grqntsdevora
@frogtimebabey

Top Replied-To in G3:
@dreamwastaken2
@gogysayedd
@lovlngsapnap
@danlelbitch
@hobiiuvbot
@dream
@hamzahfantastic
@sockmxm
@maia56333077
@lazyalice4

Top Replied-To in G4:
@sensanders
@vennomnomnom
@realmetalmill
@collina00724213
@idahoguy74
@ontherunhappy
@bigbaddaddyo13
@spabell
@beverlyhope_ch7

Top Replied-To in G5:
@hetstruggles
@destieil
@rainydayzora

Top Replied-To in G7:
@kunmetai

Top Replied-To in G10:
@audiosexual
@endlessyarning
@spacecowbot

Top Mentioned
Top Mentioned in Entire Graph:
@pataxoyouth
@pinasoulspc
@earth_daughters
@realdonaldtrump
@greenpartyus
@saaylooli
@sensanders
@_illuminatives
@_ancynita
@officialmonstax

Top Mentioned in G2:
@chambiefart
@arsonwonk

Top Mentioned in G3:
@the_eret
@dream
@mush77417114
@dreamwastaken2

Top Mentioned in G4:
@sensanders
@najournalists
@wsyx6
@fox28columbus
@davebautista

Top Mentioned in G5:
@holdupdream

Top Mentioned in G8:
@cagovernor

Top Mentioned in G9:
@bchargoisthear1

Top Mentioned in G10:
@nanicoolj
@pastelbelmont

Top Tweeters
Top Tweeters in Entire Graph:
@odio_nao
@applesupport
@robre62
@monicasloves
@1denmadrid
@sddphoto
@drdaveanddee
@padakitty
@astwisa
@cipherequality

Top Tweeters in G1:
@2amongsfrippies
@stonefree63
@luckypinkpearl
@waiiflowerhes
@marvolochaw
@rayxsuh
@tvchica
@kevin_timm
@supersizemac
@jaksonic5678

Top Tweeters in G2:
@llama_strudel
@yoongiyonce
@sitcomz
@aprilinoctober
@medusalion
@princesseva43
@ap_saegge
@nerdyarmykook
@miamoreexo
@beloved_basty

Top Tweeters in G3:
@davidaquinley
@tomtificate
@brightcallisto
@xmaruu11
@greatestdayy
@glitterpjw
@calsbasslftv
@funqusmaximus
@marsipiier
@juulgguk

Top Tweeters in G4:
@sddphoto
@padakitty
@senseof_outrage
@mlczone
@kavn
@xaipe3
@sfh2019
@rose_bellamy
@bwtibbitts
@barbcast60

Top Tweeters in G5:
@shandiditbetter
@taesboxyzmile
@besitosforbts
@shitoewigkeit
@harrythehokage
@acharcalla1022
@hitaka5ever
@versaillesyoon
@_chismosa_
@wanderine_

Top Tweeters in G6:
@loumanoti
@mydrake_4
@barackoganja__
@themessiahtaco
@soomajor
@whoaitsyd
@queenofbelair
@chelllaalala
@cuuuhxleebx
@minnihunni

Top Tweeters in G7:
@gleekamber
@babebeeeee
@dreadfuledger
@tajalithaca
@shinyevonee
@iamanastasiabc1
@slokosimp
@ibrow24
@demo_hongseok
@imisszarry

Top Tweeters in G8:
@libsuperstar
@arthurlee_m
@3chicspolitico
@artallks
@boandsunny
@scout2462
@evesrobin
@pushatiff
@writtenbyhanna
@arielxleira

Top Tweeters in G9:
@tyberzannxxxx
@yatpundit
@moderndaybc
@mtopkat3852
@explanations_
@nialelkim
@cupsofquana_
@roatansfinest
@_tatianaacosta
@agentsheryl

Top Tweeters in G10:
@shixunli
@innervislon
@jenetallday
@kingofcomedys
@taylorsarichman
@rainyiuck
@anplushie
@_thefaequeen
@ninamirage
@tenbabie


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