indigineous , Twitter, 3/7/2021 2:51:50 AM, 250246


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indigineous _2021-03-06_09-39-43.xlsx
indigineous _2021-03-06_09-39-43.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 07, 2021
Short Description:
indigineous via NodeXL https://bit.ly/3kYTfxx
@chholte
@marcsaysmarc
@strongheartsdv
@garbyjooman3
@ronpyke
@marinehyan
@mumukshusavitri
@youssefhtmd
@sortedeagle
@cie1947

Top hashtags:
#indigineous
#native
#alaskanative
#alldayeveryday
#anytimeanyhour
#helpline

Description:
Description
The graph represents a network of 335 Twitter users whose tweets in the requested range contained "indigineous ", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 06 March 2021 at 17:39 UTC.

The requested start date was Saturday, 06 March 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 14-hour, 7-minute period from Saturday, 20 February 2021 at 07:28 UTC to Friday, 05 March 2021 at 21:35 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 : 335
Unique Edges : 232
Edges With Duplicates : 202
Total Edges : 434
Number of Edge Types : 5
Replies to : 49
Mentions : 161
MentionsInRetweet : 109
Retweet : 81
Tweet : 34
Self-Loops : 34
Reciprocated Vertex Pair Ratio : 0.0102389078498294
Reciprocated Edge Ratio : 0.0202702702702703
Connected Components : 69
Single-Vertex Connected Components : 20
Maximum Vertices in a Connected Component : 51
Maximum Edges in a Connected Component : 71
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 1.84029
Graph Density : 0.00264545535794083
Modularity : 0.662497
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 335 Twitter users whose tweets in the requested range contained "indigineous ", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 06 March 2021 at 17:39 UTC.

The requested start date was Saturday, 06 March 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 14-hour, 7-minute period from Saturday, 20 February 2021 at 07:28 UTC to Friday, 05 March 2021 at 21:35 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 : GraphServerTwitterSearch
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:
[2] https://www.npr.org/2021/02/05/964214673/julia-watson-what-can-we-learn-from-indigineous-design-developed-over-generation
[2] https://www.npr.org/2021/02/05/964214673/julia-watson-what-can-we-learn-from-indigineous-design-developed-over-generation?utm_campaign=storyshare&utm_source=twitter.com&utm_medium=social
[1] https://www.etsy.com/shop/JustDreamCatchers?ref=simple-shop-header-name&listing_id=820985231&utm_custom1=hercampus.com&awc=6939_1610853173_6c1e3e034963cc222104d8d7c055562d&utm_source=affiliate_window&utm_medium=affiliate&utm_campaign=ca_location_buyer&utm_content=78888&utm_term=139715
[1] https://www.theglobeandmail.com/canada/article-rcmp-killings-of-indigenous-people-intensify-calls-for-police-reform/
[1] https://uganda.watsupafrica.com/news/hoima-seed-bank-preserving-indigineous-seeds/
[1] https://twitter.com/sheonsunflower/status/1365680492721418240
[1] https://www.craft.do/s/7l60ODjrmLb4Hr
[1] http://golpr.ru/p497ab/index.php
[1] https://news.yahoo.com/kids-kicked-catholic-school-sacramento-140626385.html?soc_src=social-sh&soc_trk=tw&tsrc=twtr
[1] https://twitter.com/1similac/status/1363938645875523584

Top URLs in Tweet in G4:
[2] https://www.npr.org/2021/02/05/964214673/julia-watson-what-can-we-learn-from-indigineous-design-developed-over-generation?utm_campaign=storyshare&utm_source=twitter.com&utm_medium=social
[1] https://twitter.com/56Dtweets/status/1364208075016605701
[1] https://twitter.com/1similac/status/1363938645875523584
[1] http://golpr.ru/p497ab/index.php
[1] https://www.craft.do/s/7l60ODjrmLb4Hr
[1] https://twitter.com/sheonsunflower/status/1365680492721418240
[1] https://uganda.watsupafrica.com/news/hoima-seed-bank-preserving-indigineous-seeds/

Top URLs in Tweet in G5:
[1] https://twitter.com/ilhanmn/status/1362089417331122177

Top URLs in Tweet in G10:
[1] https://twitter.com/BristolUniFilm/status/1363455230361370624

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[6] indigineous
[5] native
[5] alaskanative
[5] alldayeveryday
[5] anytimeanyhour
[4] helpline
[2] azerilies
[2] artsakh
[2] stopazerbaijaniaggression
[2] azeriwarcrimes



Top Hashtags in Tweet in G2:
[1] companyyoukeep
[1] assumptionsyoumake

Top Hashtags in Tweet in G3:
[5] indigineous
[5] native
[5] alaskanative
[5] alldayeveryday
[5] anytimeanyhour
[4] helpline
[1] textadvocacy

Top Hashtags in Tweet in G4:
[1] indigenous
[1] architecture
[1] aflw
[1] aflwcrowssaints
[1] uganda

Top Hashtags in Tweet in G7:
[2] azerilies
[2] stopazerbaijaniaggression
[2] azeriwarcrimes
[2] artsakh
[1] armenophobia

Top Words
Top Words in Tweet in Entire Graph:
[116] indigineous
[76] available
[43] native
[40] around
[39] help
[39] american
[38] 24
[38] advocates
[38] clock
[38] alaska

Top Words in Tweet in G1:
[2] nwtgcpvro1h3bph
[2] hewittnewton
[2] mizque
[2] ronpyke
[2] cynthiacoy8
[2] seeallevil
[2] pomsmama
[2] beantowndougish
[2] avg8
[2] pinewoodsdojo

Top Words in Tweet in G3:
[76] available
[38] 24
[38] advocates
[38] around
[38] clock
[38] help
[38] native
[38] american
[38] alaska
[38] natives

Top Words in Tweet in G4:
[21] indigineous
[7] people
[4] indigenous
[3] over
[3] once
[3] places
[3] good
[3] cultural
[3] need
[3] black

Top Words in Tweet in G5:
[16] took
[16] 100
[16] 000
[16] loan
[16] buy
[16] bachelors
[16] degree
[16] indigineous
[16] trans
[16] cultural

Top Words in Tweet in G6:
[13] mumukshusavitri
[12] indigineous
[12] space
[11] sortedeagle
[11] grossly
[11] underestimate
[11] value
[11] program
[11] satellite
[11] imagery

Top Words in Tweet in G7:
[5] indigineous
[5] azerbaijan
[4] against
[3] crimes
[2] #azerilies
[2] under
[2] sumgait
[2] kirovabad
[2] maragha
[2] atrocities

Top Words in Tweet in G8:
[3] ganbrood
[3] egyptians
[3] indigineous
[2] turtlecoal
[2] cush_tafari
[2] mohmed_sohaila
[2] deroniq
[2] itseos8
[2] man
[2] egypt

Top Words in Tweet in G9:
[3] indigineous
[2] don
[2] isolate
[2] jkenney
[2] system

Top Words in Tweet in G10:
[8] land
[7] settlers
[7] fail
[7] acknowledge
[7] resistant
[7] indigineous
[7] population
[7] huge
[7] part
[7] identity

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[39] native,american
[38] available,24
[38] 24,advocates
[38] advocates,available
[38] available,around
[38] around,clock
[38] clock,help
[38] help,native
[38] american,alaska
[38] alaska,natives

Top Word Pairs in Tweet in G1:
[2] nwtgcpvro1h3bph,hewittnewton
[2] hewittnewton,mizque
[2] mizque,ronpyke
[2] ronpyke,cynthiacoy8
[2] cynthiacoy8,seeallevil
[2] seeallevil,pomsmama
[2] pomsmama,beantowndougish
[2] beantowndougish,avg8
[2] avg8,pinewoodsdojo

Top Word Pairs in Tweet in G3:
[38] available,24
[38] 24,advocates
[38] advocates,available
[38] available,around
[38] around,clock
[38] clock,help
[38] help,native
[38] native,american
[38] american,alaska
[38] alaska,natives

Top Word Pairs in Tweet in G4:
[2] julia,watson
[2] watson,learn
[2] learn,indigenous
[2] indigenous,design
[2] design,developed
[2] developed,over
[2] over,generations
[2] indigineous,people
[2] cultural,appropriation

Top Word Pairs in Tweet in G5:
[16] took,100
[16] 100,000
[16] 000,loan
[16] loan,buy
[16] buy,bachelors
[16] bachelors,degree
[16] degree,indigineous
[16] indigineous,trans
[16] trans,cultural
[16] cultural,interpretive

Top Word Pairs in Tweet in G6:
[11] sortedeagle,grossly
[11] grossly,underestimate
[11] underestimate,value
[11] value,indigineous
[11] indigineous,space
[11] space,program
[11] program,satellite
[11] satellite,imagery
[11] imagery,served
[10] mumukshusavitri,sortedeagle

Top Word Pairs in Tweet in G7:
[4] against,indigineous
[2] atrocities,against
[2] indigineous,armenians
[2] giorgi_gogia,hrw
[2] hrw,#stopazerbaijaniaggression
[2] #stopazerbaijaniaggression,#azeriwarcrimes
[2] #azeriwarcrimes,little
[2] little,later
[2] later,published
[2] published,aggression

Top Word Pairs in Tweet in G8:
[2] turtlecoal,cush_tafari
[2] cush_tafari,mohmed_sohaila
[2] mohmed_sohaila,deroniq
[2] deroniq,itseos8
[2] itseos8,ganbrood

Top Word Pairs in Tweet in G9:
[2] indigineous,don

Top Word Pairs in Tweet in G10:
[7] settlers,fail
[7] fail,acknowledge
[7] acknowledge,resistant
[7] resistant,indigineous
[7] indigineous,population
[7] population,land
[7] land,huge
[7] huge,part
[7] part,identity
[6] cie1947,settlers

Top Replied-To
Top Replied-To in Entire Graph:
@replying2trash
@zaur444
@turtlecoal
@moonpetalxx
@phendetta
@ghobsmacka
@gg37374104
@senatorbrazeau
@alks_1208
@mattbruenig

Top Replied-To in G1:
@nwtgcpvro1h3bph

Top Replied-To in G2:
@graham88391184

Top Replied-To in G6:
@sortedeagle
@nileshoak

Top Replied-To in G7:
@zaur444
@nigarhamer
@giorgi_gogia
@rezaphotography

Top Replied-To in G8:
@turtlecoal
@starchild737

Top Replied-To in G9:
@ebdhome
@jkenney
@curtisfraser12

Top Mentioned
Top Mentioned in Entire Graph:
@strongheartsdv
@garbyjooman3
@mumukshusavitri
@sortedeagle
@cie1947
@huk06
@sheevpaips
@damndude22
@lefty_jew
@ganbrood

Top Mentioned in G1:
@hewittnewton
@mizque
@ronpyke
@cynthiacoy8
@seeallevil
@pomsmama
@beantowndougish
@avg8
@pinewoodsdojo
@chholte

Top Mentioned in G2:
@sallyannc3
@peteschofield6
@swen_2017
@tfbsully
@andiehalihan
@rtti19311602
@rocardryan
@cambridge_peter
@condimentset
@transferdicky

Top Mentioned in G3:
@strongheartsdv

Top Mentioned in G5:
@garbyjooman3

Top Mentioned in G6:
@mumukshusavitri
@sortedeagle
@nileshoak

Top Mentioned in G7:
@hrw
@natavan59853930
@aghavalyan
@serjtankian
@urartubull
@forlorn_fawn
@marinehyan
@giorgi_gogia

Top Mentioned in G8:
@ganbrood
@cush_tafari
@mohmed_sohaila
@deroniq
@itseos8
@punos_rey

Top Mentioned in G9:
@franktmcveety
@michaelchongmp
@stupidgovts
@jkenney

Top Mentioned in G10:
@cie1947

Top Tweeters
Top Tweeters in Entire Graph:
@watsupafrica
@chholte
@ronpyke
@nytimes
@sandeep21031983
@reporterphoenix
@kimalexapr
@biswasranit
@variety
@flomoll

Top Tweeters in G1:
@chholte
@ronpyke
@reporterphoenix
@flomoll
@pinewoodsdojo
@anartdecodiva
@beleafer1
@criteria681
@carolsott
@graygoods

Top Tweeters in G2:
@anniepop2027
@transferdicky
@clareadams
@reb_femme
@emporersnewc
@susan04071
@chunkyferryman
@andrewsibley15
@captain_bold
@cambridge_peter

Top Tweeters in G3:
@katannsky2
@jencages
@stopvirtuastalk
@vawnomore
@nmnjorg
@oceanpicon815
@hosteencholo
@juliacataleyab
@dagbokdog
@rynufe

Top Tweeters in G4:
@watsupafrica
@kimalexapr
@moomoof
@ummihasfa
@spookywhoreken
@goldengunsou
@silvertconsltg
@tarere2k
@saint_ryder
@mlayten

Top Tweeters in G5:
@singhash
@turekandrew
@blueduck7700
@el_espia_vago
@the_thatcherite
@jimmiiny
@imwaiting4what
@jessa36103119
@lisa_pron
@10th_plague

Top Tweeters in G6:
@sandeep21031983
@biswasranit
@sortedeagle
@indicvedic
@gajaakesari
@nauty_krish
@nileshoak
@pratapsodhia
@satishg81348910
@anujraj420350

Top Tweeters in G7:
@hrw
@knowyourbrain20
@marinehyan
@aghavalyan
@giorgi_gogia
@serjtankian
@rezaphotography
@forlorn_fawn
@zaur444
@nigarhamer

Top Tweeters in G8:
@turtlecoal
@starchild737
@cush_tafari
@punos_rey
@ganbrood
@mohmed_sohaila
@itseos8
@youssefhtmd
@deroniq

Top Tweeters in G9:
@franktmcveety
@haliwell51
@jkenney
@curtisfraser12
@michaelchongmp
@ebdhome
@bweed1111
@stupidgovts

Top Tweeters in G10:
@jodikoberinski
@cie1947
@terrencepaul5
@cindian1
@gimmenug
@upliftingwoman
@cdelaruse


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