indigineous , Twitter, 12/31/2022 6:06:10 PM, 287345


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indigineous _2022-12-31_09-55-13.xlsx
indigineous _2022-12-31_09-55-13.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 31, 2022
Short Description:
indigineous via NodeXL https://bit.ly/3VCQpPi
@samuelhero6
@justintrudeau
@ap
@potus
@proud_fringe
@flexsamon1
@kayafanno1
@thejagmeetsingh
@djennings2012
@saharareporters

Top hashtags:
#indigineous
#saskatchewan
#tirangaatlalchowk
#america
#grse

Description:
Description
The graph represents a network of 7,301 Twitter users whose recent tweets contained "indigineous ", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 12/30/2022 5:00:35 PM. The network was obtained from Twitter on Saturday, 31 December 2022 at 17:59 UTC.

The tweets in the network were tweeted over the 1803-day, 8-hour, 13-minute period from Monday, 22 January 2018 at 15:42 UTC to Friday, 30 December 2022 at 23:55 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 : 7301
Unique Edges : 4494
Edges With Duplicates : 10086
Total Edges : 14580
Number of Edge Types : 9
Retweet : 2762
MentionsInRetweet : 3485
Tweet : 975
Replies to : 2151
MentionsInReplyTo : 4525
Mentions : 413
Quote : 164
MentionsInQuote : 88
MentionsInQuoteReply : 17
Self-Loops : 1612
Reciprocated Vertex Pair Ratio : 0.0456076703809277
Reciprocated Edge Ratio : 0.0872366790582404
Connected Components : 1419
Single-Vertex Connected Components : 346
Maximum Vertices in a Connected Component : 1597
Maximum Edges in a Connected Component : 3902
Maximum Geodesic Distance (Diameter) : 24
Average Geodesic Distance : 8.682187
Graph Density : 0.000151414799623996
Modularity : 0.560625
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 7,301 Twitter users whose recent tweets contained "indigineous ", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 12/30/2022 5:00:35 PM. The network was obtained from Twitter on Saturday, 31 December 2022 at 17:59 UTC.

The tweets in the network were tweeted over the 1803-day, 8-hour, 13-minute period from Monday, 22 January 2018 at 15:42 UTC to Friday, 30 December 2022 at 23:55 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 : TwitterSearch2
Graph Term : indigineous
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:
[25] https://www.opb.org/article/2022/03/06/linguists-oregon-family-work-together-preserve-indigineous-language/
[17] https://twitter.com/Prasad21108530/status/1497981007634448384/photo/1
[15] https://www.theguardian.com/environment/2022/jun/17/hawaii-traditional-farming-methods-ancient-food-forests
[12] https://objkt.com/asset/KT1NHNy22XDc5AsX8UpRn36GzSRvXLaGLSUA/9
[8] https://twitter.com/t0nit0ne/status/1001026349384044544/photo/1
[7] https://hillreporter.com/boebert-campaign-video-shows-racist-stance-on-native-americans-despite-being-on-indigineous-peoples-subcommittee-119749
[7] https://youtu.be/VogLJlrYmn0
[6] https://conservativeinstitute.org/conservative-n
[6] https://themerkle.com/crypto-markets-showing-bearish-momentum-this-indigineous-people-day/
[6] https://en.wiktionary.org/wiki/Punti

Top URLs in Tweet in G1:
[1] https://twitter.com/SamuelHero6/status/1543988568455991296/video/1
[1] https://trib.al/8YEpBHy
[1] https://twitter.com/BiafraJust/status/1493697234805923848/photo/1

Top URLs in Tweet in G2:
[10] https://www.opb.org/article/2022/03/06/linguists-oregon-family-work-together-preserve-indigineous-language/
[4] https://twitter.com/rukeelluu/status/1466945014680989702/photo/1
[4] https://twitter.com/AlohaVid/status/1568367727567314947/photo/1
[4] https://twitter.com/singgenberg/status/1579540272794730496/photo/1
[4] https://twitter.com/Josephjjhaske/status/1590433106364084224/photo/1
[4] https://twitter.com/eegemirates/status/1505179321723412483/photo/1
[4] https://twitter.com/eegemirates/status/1505179310814302209/photo/1
[3] https://twitter.com/goodwine_online/status/1550511888936882176/photo/1
[3] https://hillreporter.com/boebert-campaign-video-shows-racist-stance-on-native-americans-despite-being-on-indigineous-peoples-subcommittee-119749
[3] https://themerkle.com/crypto-markets-showing-bearish-momentum-this-indigineous-people-day/

Top URLs in Tweet in G3:
[2] https://twitter.com/POTUS/status/1513687699328315402/photo/1
[2] https://twitter.com/BenjaminNorton/status/1551285847596605440/photo/1
[2] https://www.achpr.org/sessions/info?id=393
[1] http://saharareporters.com/2022/05/06/uk-government-recognises-nnamdi-kanu%E2%80%99s-indigenous-people-biafra-terrorist-organisation
[1] https://twitter.com/SaharaReporters/status/1522483384492171265/photo/1
[1] http://saharareporters.com/2021/12/06/nigerian-army-recovers-explosive-devices-planted-orlu-owerri-road-motorists-says-ipob
[1] https://twitter.com/SaharaReporters/status/1467959163850567681/photo/1
[1] https://twitter.com/Unclechike1/status/1522199526139904001
[1] https://twitter.com/flexsamon1/status/1522544541533978624/photo/1
[1] https://twitter.com/SecDebHaaland/status/1579488729407934466

Top URLs in Tweet in G4:
[1] https://twitter.com/MadCapMunchkin/status/1549039372372426755/photo/1
[1] https://twitter.com/Juche_Gang/status/1548284468300877830

Top URLs in Tweet in G5:
[1] https://twitter.com/archaeologyart/status/1532739334914326535/photo/1

Top URLs in Tweet in G6:
[1] https://hillreporter.com/boebert-campaign-video-shows-racist-stance-on-native-americans-despite-being-on-indigineous-peoples-subcommittee-119749?utm_source=dlvr.it&utm_medium=twitter
[1] https://hillreporter.com/boebert-campaign-video-shows-racist-stance-on-native-americans-despite-being-on-indigineous-peoples-subcommittee-119749

Top URLs in Tweet in G7:
[1] https://twitter.com/hollyanndoan/status/1480884267525750792
[1] https://www.blacklocks.ca/when-in-doubt-report-it/
[1] https://twitter.com/hollyanndoan/status/1480884267525750792/photo/1

Top URLs in Tweet in G8:
[4] https://twitter.com/JustinTrudeau/status/1551408123818262528/photo/1
[3] https://twitter.com/JustinTrudeau/status/1540100339130564609/photo/1
[2] https://twitter.com/MarciIen/status/1563953026242695171/photo/1
[2] https://twitter.com/Oilfield_Rando/status/1571231570123522049/photo/1
[1] https://twitter.com/mat_schmaltz/status/1501944420907634694
[1] https://twitter.com/TPostMillennial/status/1470481156021837832
[1] https://thepostmillennial.com/san-francisco-to-offer-universal-basic-income-to-residents-who-identify-as-transgender
[1] https://thepostmillennial.com/trudeau-liberals-have-planted-just-0-4-percent-of-2-billion-trees-promised-in-2019/
[1] https://twitter.com/TPostMillennial/status/1493717320824356864/video/1
[1] https://www.conservative.ca/cpc/stop-the-rifle-ban/

Top URLs in Tweet in G9:
[4] https://twitter.com/annamalai_k/status/1538583914775580672/photo/1
[2] https://twitter.com/narendramodi/status/1550147926889902080/photo/1
[1] https://twitter.com/narendramodi/status/1550147926889902080
[1] https://twitter.com/stellensatz/status/1541100375322664960
[1] https://twitter.com/lndic02/status/1560703931725975552/photo/1
[1] http://M.Tech
[1] https://enviroapps.blogspot.com/2019/03/pollachi.html
[1] https://thewire.in/south-asia/rajapaksa-said-modi-insisted-on-adani-for-power-project-says-sri-lanka-electricity-chief
[1] https://twitter.com/vedantachennai/status/1565694235730649088/photo/1

Top URLs in Tweet in G10:
[1] https://twitter.com/BoomerangTime/status/1502821987562962949/photo/1
[1] https://trib.al/inbMxwO

Top Domains
Top Domains in Tweet in Entire Graph:
[1061] twitter.com
[34] youtube.com
[34] opb.org
[20] theguardian.com
[12] objkt.com
[10] hillreporter.com
[10] net.au
[9] yahoo.com
[9] cbc.ca
[8] themerkle.com

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

Top Domains in Tweet in G2:
[145] twitter.com
[14] opb.org
[5] themerkle.com
[4] youtube.com
[4] hillreporter.com
[4] facebook.com
[4] instagram.com
[3] linkedin.com
[2] readyforsocial.com
[2] gofundme.com

Top Domains in Tweet in G3:
[53] twitter.com
[3] achpr.org
[2] saharareporters.com
[2] amnesty.org
[1] apnews.com
[1] rutgers.edu
[1] ungeneva.org
[1] exlibrisgroup.com
[1] amazon.com
[1] newrepublic.com

Top Domains in Tweet in G4:
[2] twitter.com

Top Domains in Tweet in G5:
[1] twitter.com

Top Domains in Tweet in G6:
[2] hillreporter.com

Top Domains in Tweet in G7:
[2] twitter.com
[1] blacklocks.ca

Top Domains in Tweet in G8:
[37] twitter.com
[2] thepostmillennial.com
[2] cbc.ca
[2] gc.ca
[1] conservative.ca
[1] cpac.ca
[1] of.money
[1] vicnews.com

Top Domains in Tweet in G9:
[10] twitter.com
[1] m.tech
[1] blogspot.com
[1] thewire.in

Top Domains in Tweet in G10:
[1] twitter.com
[1] trib.al

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[140] indigineous
[41] saskatchewan
[39] tirangaatlalchowk
[38] america
[29] grse
[20] boycottmzetxaptxgma650
[19] savesoil
[17] ntk
[16] equity
[15] enoughisenough



Top Hashtags in Tweet in G1:
[2] freebiafra
[1] bbcfakenews
[1] bbcnewscast

Top Hashtags in Tweet in G2:
[22] indigineous
[2] firstnations
[2] outlander
[2] language
[2] foodinsecurity
[2] canberra
[2] peoplestreaty
[2] monktoberfest
[2] thanksgiving
[2] smes

Top Hashtags in Tweet in G3:
[5] m7mustgo
[4] bringbackourpeople
[3] 4t
[2] freeallpoliticalprisonersinuganda
[2] time100
[1] indigenous
[1] nativeamericans
[1] native
[1] ugandaisbleeding
[1] stopeacop

Top Hashtags in Tweet in G7:
[1] internet
[1] rcmp
[1] cdnpoli

Top Hashtags in Tweet in G8:
[3] cdnpoli
[3] popeincanada
[2] popefrancis
[2] trudeauhasgottogo
[2] thepopeisevil
[2] indigineous
[2] peacetower
[1] iwd2022
[1] mmiwg2s
[1] trudeauthetyrant

Top Hashtags in Tweet in G9:
[2] insvikrant
[1] eafarms
[1] 8yearsofmodigovt
[1] navalensign
[1] vedantaacademy

Top Words
Top Words in Tweet in Entire Graph:
[3862] indigineous
[1496] people
[895] biafra
[515] ipob
[495] things
[494] being
[447] answer
[446] fulani
[438] biafran
[437] freeborn

Top Words in Tweet in G1:
[860] biafra
[435] indigineous
[431] people
[430] ipob
[428] biafran
[428] answer
[428] things
[428] easterner
[428] freeborn
[426] samuelhero6

Top Words in Tweet in G2:
[297] indigineous
[112] people
[38] day
[33] being
[32] black
[32] indigenous
[30] more
[27] land
[27] dale
[27] john

Top Words in Tweet in G3:
[110] indigineous
[60] people
[52] know
[49] ipob
[43] without
[42] saharareporters
[41] kayafanno1
[40] responsible
[40] policeng
[39] evidence

Top Words in Tweet in G4:
[196] government
[194] monarchy
[194] dynasty
[192] despot
[192] dictatorship
[191] dprk
[191] juche_gang
[191] socialist
[10] people
[6] indigineous

Top Words in Tweet in G5:
[360] papyrus
[181] thera
[180] name
[180] same
[180] house
[180] ladies
[180] fresco
[180] room
[180] akrotiri
[179] archaeologyart

Top Words in Tweet in G6:
[161] peoples
[161] racist
[161] video
[161] indigineous
[161] despite
[161] americans
[161] stance
[161] subcommittee
[161] shows
[161] boebert

Top Words in Tweet in G7:
[114] indigineous
[107] lucki
[107] brenda
[106] canadians
[106] rcmp
[106] commissioner
[106] report
[105] rights
[105] urges
[105] cbcpitchbot

Top Words in Tweet in G8:
[80] indigineous
[28] justintrudeau
[25] people
[16] paulaspeak2
[15] water
[13] pierrepoilievre
[12] indigenous
[11] melissambarki
[10] day
[10] protest

Top Words in Tweet in G9:
[94] indigineous
[93] mumukshusavitri
[70] tribes
[70] asian
[70] countries
[69] americas
[69] europe
[69] africa
[69] whether
[69] everywhere

Top Words in Tweet in G10:
[8] land
[7] indigineous
[7] israel
[5] people
[5] jewish
[5] jews
[4] botthescott
[4] mayamurful
[4] desuetudine
[4] pakeha56

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[875] indigineous,people
[454] people,biafra
[438] biafra,ipob
[437] biafran,answer
[437] answer,indigineous
[437] easterner,biafran
[437] things,freeborn
[437] biafra,things
[437] freeborn,easterner
[434] samuelhero6,biafra

Top Word Pairs in Tweet in G1:
[431] people,biafra
[431] indigineous,people
[428] biafran,answer
[428] biafra,ipob
[428] easterner,biafran
[428] biafra,things
[428] answer,indigineous
[428] freeborn,easterner
[428] things,freeborn
[426] samuelhero6,biafra

Top Word Pairs in Tweet in G2:
[54] indigineous,people
[27] dale,rey
[27] john,dale
[20] indigineous,peoples
[16] black,indigineous
[11] sitio,macapicap
[11] puray,rodriquez
[11] benefit,dumagat
[11] rizal,compising
[11] raise,funds

Top Word Pairs in Tweet in G3:
[39] ipob,responsible
[38] policeng,plant
[38] know,ipob
[38] evidence,hqnigerianarmy
[38] saharareporters,know
[38] responsible,without
[38] plant,stage
[38] without,evidence
[38] hqnigerianarmy,policeng
[37] susanmount45,saharareporters

Top Word Pairs in Tweet in G4:
[194] dynasty,monarchy
[192] dictatorship,despot
[192] despot,dynasty
[191] monarchy,socialist
[191] dprk,dictatorship
[191] socialist,government
[190] juche_gang,dprk
[3] government,korean
[3] korean,people
[2] people,choose

Top Word Pairs in Tweet in G5:
[180] fresco,room
[180] same,name
[180] house,same
[180] papyrus,fresco
[180] room,ladies
[180] ladies,house
[180] akrotiri,thera
[180] name,akrotiri
[180] thera,papyrus
[179] papyrus,indigin

Top Word Pairs in Tweet in G6:
[161] despite,being
[161] stance,native
[161] peoples,subcommittee
[161] indigineous,peoples
[161] campaign,video
[161] video,shows
[161] racist,stance
[161] shows,racist
[161] americans,despite
[161] native,americans

Top Word Pairs in Tweet in G7:
[107] brenda,lucki
[106] canadians,report
[106] rcmp,commissioner
[106] commissioner,brenda
[105] chatter,indigineous
[105] rights,local
[105] indigineous,rights
[105] report,internet
[105] lucki,urges
[105] urges,canadians

Top Word Pairs in Tweet in G8:
[11] indigineous,people
[8] blacks,kids
[8] indigineous,sikhs
[8] sikhs,blacks
[8] hardworking,cdns
[8] moms,pops
[8] kids,etc
[8] cdns,moms
[8] pierrepaulhus,hardworking
[8] pops,indigineous

Top Word Pairs in Tweet in G9:
[69] australia,europe
[69] indigineous,tribes
[69] americas,africa
[69] asian,countries
[69] erased,everywhere
[69] africa,australia
[69] europe,asian
[69] whether,americas
[69] tribes,erased
[69] countries,indigineous

Top Word Pairs in Tweet in G10:
[3] casperbryson,desuetudine
[3] simonmaginn,cocteau8
[3] havetstorm,casperbryson
[3] cocteau8,de_jever
[3] desuetudine,simonmaginn
[2] genomenathan,ronen_shraga
[2] huizengawest,abel__balbo
[2] eye_seeeee,siobanvict
[2] botthescott,adrienwolf13
[2] 43a6f0ce5dac4ea,arielelysegold3

Top Replied-To
Top Replied-To in Entire Graph:
@lakotaman1
@justintrudeau
@kayafanno1
@elonmusk
@melissambarki
@onlinepaleng
@tunesorphan
@markruffalo
@ap

Top Replied-To in G1:
@bbcnews
@adamfleming
@jaya_asdf
@realkingsimba11

Top Replied-To in G2:

Top Replied-To in G3:
@kayafanno1
@pierrbonnard71
@potus
@nytimes
@saharareporters
@un
@ap
@ungeneva

Top Replied-To in G4:
@merry123459
@juche_gang
@beezersmeezer
@judesterworld
@madcapmunchkin

Top Replied-To in G7:
@cbcpitchbot
@drblackdeer
@melaniejmark

Top Replied-To in G8:
@justintrudeau
@melissambarki
@paulaspeak2
@melaniejoly
@buck_mowitch
@ap
@pierrepoilievre
@aptnnews
@andrewlawton
@jessejamesaing

Top Replied-To in G9:
@mumukshusavitri
@maven9beam
@varunkrrana
@gaddam_s
@srimanjondoe297
@zwngdaoboro
@sambitswaraj
@prasunnagar

Top Replied-To in G10:
@sdsa4gallardo
@josh_pactor
@parsitanpick
@daddy__c0o1
@priestsanity
@ladyalmagreen
@ronisonit
@boomerangtime

Top Mentioned
Top Mentioned in Entire Graph:
@samuelhero6
@juche_gang
@archaeologyart
@hillreporter
@cbcpitchbot
@mumukshusavitri
@reneejcampbell
@bjp4india
@jendella

Top Mentioned in G1:
@samuelhero6
@atiku
@iaokowa
@realkingsimba11
@adamfleming
@susanmount45
@saharareporters
@hqnigerianarmy
@policeng

Top Mentioned in G2:
@mudrustgroup
@anpyouthorg
@awakennow5
@stylesgrant
@marinagipps

Top Mentioned in G3:
@saharareporters
@policeng
@hqnigerianarmy
@susanmount45
@kayafanno1
@un
@nytimes
@migegs58
@intlcrimcourt
@tiburonessql05

Top Mentioned in G4:
@juche_gang
@kate_riga24
@agelatinouscube
@madcapmunchkin

Top Mentioned in G5:
@archaeologyart

Top Mentioned in G6:
@hillreporter

Top Mentioned in G7:
@cbcpitchbot
@drblackdeer
@uofdenver
@commrrcmpgrc
@rcmpgrcpolice
@cindian1
@kahlonrav

Top Mentioned in G8:
@justintrudeau
@paulaspeak2
@pierrepoilievre
@pierrepaulhus
@melissambarki
@scottrcarpenter
@melaniejoly
@marcmillervm
@zelenskyyua
@fortedpark

Top Mentioned in G9:
@mumukshusavitri
@narendramodi
@varunkrrana
@prasunnagar
@nmnewdelhi
@ssharadmohhan
@arthistorian18
@dpanikkar
@dalrymplewill

Top Mentioned in G10:
@desuetudine
@pakeha56
@kppotatoes
@th2shay
@bluegreenberg
@brad_spielman

Top Tweeters
Top Tweeters in Entire Graph:
@derick04kt1772
@animatorspal
@serendipitysays
@ashleylaw371
@aguduyy
@halladayfan32
@bob_stinson1234
@streamerwallcom
@3wombats
@pollsstar

Top Tweeters in G1:
@dave31_sam
@johniky5
@bbcnews
@ibuodimma1
@paul2586048833
@emeka44407145
@ekeneajero
@fsundayluke
@phonzaman
@kpakpando_jah

Top Tweeters in G2:
@halladayfan32
@huffpost
@abc
@rpstranslations
@ianpatterson99
@aasaraiko
@kaihotties
@anarcho
@organicpeoplepr
@punjabkesari

Top Tweeters in G3:
@nwokolo_leo
@epigmenioibarra
@nytimes
@washingtonpost
@lopezdoriga
@time
@ap
@uninoticias
@elnorte
@benakabogu

Top Tweeters in G4:
@ginademiranda2
@splashtonkutchr
@pabmustdie
@asapxjordon
@gengh60
@globalspectator
@milrandor
@merry123459
@monkeydsofi
@djsmallchange

Top Tweeters in G5:
@bob_stinson1234
@astwisa
@juliocmoreno14
@tudortweep
@ruinojyo55
@boovay7
@minervaelenagl2
@bumerang_theo
@wstrohmacher
@autumnalbaby

Top Tweeters in G6:
@pollsstar
@cotey_mary
@dreamcatchermja
@kath2252
@mrtachilles
@masky_jay_hoody
@inforenique
@feinberg_linda
@terryg1979
@weskusgogga

Top Tweeters in G7:
@dollymad1812
@jax6655
@terrilltf
@trapdinawrpool
@pointsnorthe
@absonjill
@woodswake
@wickdchiq
@tigershah26
@arylawhite

Top Tweeters in G8:
@michael82150005
@sgirardau
@expatjake
@thevfcastro
@beth4ward21
@bmyska
@coltaine777
@maxfawcett
@cathmckenna
@kirstiealley

Top Tweeters in G9:
@kailashkaushik8
@keshda
@sanjays00663282
@onlysanjeevjha
@prabhupp01
@paramanand_3
@anilkumarsre
@khanna248
@indianmonk50
@ethicalstep

Top Tweeters in G10:
@th2shay
@43a6f0ce5dac4ea
@kppotatoes
@wurzel260654
@bayyaamer
@raiya_zak
@maggicarter
@dlsmith0817
@intifada
@simonmaginn


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