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#indigenous OR #aboriginal_2021-09-15_17-59-24.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
September 16, 2021
Short Description:
#indigenous OR #aboriginal via NodeXL https://bit.ly/3ke6yvn
@americanindian8
@nativehydro
@wgarnews
@allan_crawshaw
@picardonhealth
@naturalmelva
@nicolasnicola22
@mchctp
@ntesinan
@girrali

Top hashtags:
#indigenous
#tairp
#indigenousthoughts
#mmiwg
#bharat
#mmiw

Description:
Description
The graph represents a network of 5,429 Twitter users whose tweets in the requested range contained "#indigenous OR #aboriginal", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 16 September 2021 at 01:08 UTC.

The requested start date was Thursday, 16 September 2021 at 00:01 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 3-day, 7-hour, 1-minute period from Sunday, 12 September 2021 at 01:02 UTC to Wednesday, 15 September 2021 at 08:04 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 : 5429
Unique Edges : 3378
Edges With Duplicates : 13989
Total Edges : 17367
Number of Edge Types : 5
Retweet : 6195
MentionsInRetweet : 8543
Tweet : 1026
Mentions : 1426
Replies to : 177
Self-Loops : 1118
Reciprocated Vertex Pair Ratio : 0.015334374556297
Reciprocated Edge Ratio : 0.0302055656551531
Connected Components : 600
Single-Vertex Connected Components : 286
Maximum Vertices in a Connected Component : 3638
Maximum Edges in a Connected Component : 13778
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 4.423823
Graph Density : 0.000242664975194624
Modularity : 0.390277
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 5,429 Twitter users whose tweets in the requested range contained "#indigenous OR #aboriginal", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 16 September 2021 at 01:08 UTC.

The requested start date was Thursday, 16 September 2021 at 00:01 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 3-day, 7-hour, 1-minute period from Sunday, 12 September 2021 at 01:02 UTC to Wednesday, 15 September 2021 at 08:04 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 : #indigenous OR #aboriginal
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:
[26] https://www.instagram.com/accounts/login/
[25] http://www.cheikeda.com/?p=317
[19] https://mikebonemedia.com/audio
[18] https://indigenous-tairp.com/movies/full-documentary-america-before-columbus
[16] https://mikebonemedia.com/
[14] https://indigenous-tairp.com/movies/the-last-of-the-mohicans-full-movie
[12] https://indigenous-tairp.com/movies/a-e-biography-sitting-bull
[10] https://mikebonemedia.com/store
[10] https://thecrimereport.org/2021/09/13/were-on-our-own-says-murdered-native-womans-family/
[10] https://www.cbc.ca/news/canada/british-columbia/police-treatment-of-indigenous-protesters-differs-starkly-from-white-protesters-experts-say-1.6171599

Top URLs in Tweet in G1:
[16] https://indigenous-tairp.com/movies/full-documentary-america-before-columbus
[13] https://indigenous-tairp.com/movies/the-last-of-the-mohicans-full-movie
[11] https://indigenous-tairp.com/movies/a-e-biography-sitting-bull
[10] https://thecrimereport.org/2021/09/13/were-on-our-own-says-murdered-native-womans-family/
[7] https://www.yakimaherald.com/thevanished/three-women-reported-missing-in-yakima-county-in-1987-and-late-1986/article_04a72e78-e040-544b-8196-39a66d09b6a4.html
[6] https://indigenous-tairp.com/movies/once-were-warriors-1994-full-movie
[5] https://indigenous-tairp.com/movies/woman-walks-ahead
[2] http://bismarcktribune.com/news/state-and-regional/arrest-of-native-american-using-sweat-lodge-was-misunderstanding-fargo/article_294a3300-f9ca-5ce8-93ca-38830520fb8b.html
[2] http://snapbuzz.org/coconino-county-jail-adding-sweat-lodge-for-native-american-inmates/
[2] https://www.vogue.com/article/quannah-chasinghorse-indigenous-model-vogue-mexico-cover-star?utm_source=twitter&utm_medium=social&utm_campaign=onsite-share&utm_brand=vogue&utm_social-type=earned

Top URLs in Tweet in G2:
[7] https://www.theglobeandmail.com/arts/books/article-never-forget-indigenous-storytelling-and-the-importance-of-remembering/?utm_medium=Referrer:+Social+Network+/+Media&utm_campaign=Shared+Web+Article+Links
[4] https://www.indigenousclimateaction.com/entries/icas-statement-on-fairy-creek-raids
[3] https://www.democracynow.org/2021/9/14/fairy_creek_blockade_bc_canada
[2] https://twitter.com/NeskantagaFN/status/1437564965737668610
[2] https://twitter.com/AnnieClaireBO/status/1437535969012600838
[2] https://twitter.com/GretaThunberg/status/1436717538029756421
[1] https://twitter.com/SaveFairyCreek/status/1438010884014501888
[1] https://globalnews.ca/news/8172709/she-will-show-no-mercy-indigenous-leaders-present-to-climate-committee/
[1] https://www.cbc.ca/news/canada/thunder-bay/ginoogaming-injunction-granted-1.6164824?__vfz=medium%3Dsharebar
[1] https://twitter.com/1mohawklawyer/status/1437382524301414401

Top URLs in Tweet in G3:
[18] https://www.instagram.com/accounts/login/
[4] https://twitter.com/delschilling/status/1435683825326170114
[2] https://www.flickr.com/photo.gne?short=dHwjf4
[2] https://www.cbc.ca/radio/thecurrent/back-to-the-land-preserving-indigenous-language-1.6152854?__vfz=medium%3Dsharebar
[2] https://variety.com/2021/film/news/toronto-4-1235059501/
[2] https://twitter.com/takahashiputa/status/1437610015423008768
[2] https://www.counterpunch.org/2021/09/14/a-journey-with-the-last-survivor-of-an-amazon-massacre/
[2] https://www.theguardian.com/us-news/2021/sep/15/heartbroken-native-american-leaders-decry-sale-of-sacred-missouri-cave-with-ancient-artwork
[2] https://www.youtube.com/channel/UCWd2lvhCcq4DDDnr236yyqQ
[2] https://www.eventbrite.ca/e/paths-to-the-future-a-steam-mentor-cafe-for-indigenous-youth-tickets-169356964239

Top URLs in Tweet in G4:
[1] https://news.arizona.edu/story/uarizona-launches-center-advance-resilience-native-nations-address-environmental-challenges
[1] https://www.vogue.com/slideshow/quannah-chasinghorse-met-gala-diary-dundas
[1] https://twitter.com/JessPopp/status/1437092434991796225
[1] https://twitter.com/nativehydro/status/1437436711638749192
[1] https://princeton.zoom.us/meeting/register/tJwtc-urrTstEtzk9f9H6mw6w997fT28KPRZ
[1] https://ams.princeton.edu/events/ams-workshops/andrew-curley
[1] https://ams.princeton.edu/news/2020-21/building-indigenous-studies-community
[1] https://indigenous.princeton.edu/

Top URLs in Tweet in G5:
[6] https://www.foei.org/news/rspo-violence-destruction
[4] https://palmoildetectives.com/2021/07/24/the-pro-palm-oil-lobby-getting-caught-lying-illegal-land-grabbing/
[3] https://eia-international.org/news/palm-oil-watchdogs-sustainability-guarantee-is-still-a-destructive-con/
[2] https://www.leadinmygrandmothersbody.com
[2] https://theglobalherald.com/news/indigenous-bolivian-women-play-football-on-icy-andes-summit-plateau-dw-news/
[2] https://grist.org/protest/indigenous-resistance-has-cut-u-s-and-canadas-annual-emissions/
[1] https://palmoildetectives.com/2021/08/23/why-join-the-boycott4wildlife/
[1] https://twitter.com/LearnatCZ/status/1049600907036553216?s=20
[1] https://twitter.com/PalmOilDetect/status/1437361398036664321?s=20
[1] https://www.euronews.com/green/2021/08/09/indigenous-and-tribal-peoples-are-the-best-guardians-of-the-forest-says-groundbreaking-un-

Top URLs in Tweet in G6:
[1] https://twitter.com/dghconference/status/1436756404048699398
[1] https://twitter.com/IndiGenBharat/status/1400405558201655300
[1] https://twitter.com/changu311/status/1437343784354844673
[1] https://twitter.com/indigenbharat/status/1403415245121523722?s=21
[1] https://twitter.com/rupen43960497/status/1436859777590595587
[1] https://twitter.com/jaambudweepa/status/1436853731249704966
[1] https://twitter.com/gaikwadankur/status/1436977843687280642
[1] https://twitter.com/thehawkeyex/status/1437082666658975749
[1] https://twitter.com/sanjeevupadhy13/status/1437116371779739648
[1] https://twitter.com/v_shuddhi/status/1436882264357580800

Top URLs in Tweet in G7:
[1] https://twitter.com/djcrystaltampon/status/1435267287326642187
[1] https://twitter.com/TurtleIslandNa1/status/1436980508861378563
[1] https://twitter.com/takahashiputa/status/1437610015423008768
[1] https://www.yakimaherald.com/thevanished/three-women-reported-missing-in-yakima-county-in-1987-and-late-1986/article_04a72e78-e040-544b-8196-39a66d09b6a4.html

Top URLs in Tweet in G8:
[1] https://theconversation.com/we-need-a-national-plan-to-address-family-violence-against-aboriginal-and-torres-strait-islander-people-167640?utm_source=twitter&utm_medium=bylinetwitterbutton
[1] https://twitter.com/WgarNews/status/1436639980596576267?s=20
[1] https://www.msn.com/en-au/news/australia/documentary-ablaze-reveals-civil-rights-leader-bill-onus-might-have-been-the-first-aboriginal-filmmaker/ar-AANfQse
[1] https://m.tiktok.com/v/7007034362214632705.html?_d=secCgYIASAHKAESPgo8k1s0BgF1AmpIQaJBgjI7kWCOl5OFWdM5JwCVHON6X1ODrFTU9UR3K3J42wgqna5UGyPMwgJiygy5dyiHGgA%3D&checksum=988958471e1dd752f1385b5a1a80e8ab104a223bed85074a1b6fa3f380fb5c08&language=en&preview_pb=0&sec_user_id=MS4wLjABAAAABbNKdDfPo7JOocxsQLipQxlTzy50sLLfaTlht3DvGVJz8_oix0FG-aj8K8RoZ33_&share_app_id=1233&share_item_id=7007034362214632705&share_link_id=f17449d6-0cb3-48bd-995e-30e458adc0aa&source=h5_m×tamp=1631657727&u_code=dc17l0fe4f0157&user_id=6816728871075447813&utm_campaign=client_share&utm_medium=android&utm_source=twitter
[1] https://www.youtube.com/watch?v=lhsjEU3HZ6k&feature=youtu.be

[1] https://www.amazon.co.uk/Australia-Ancient-Past-Marcus-Knight-ebook/dp/B0793Q3LMJ/ref=sr_1_1?ie=UTF8&qid=1524712007&sr=8-1&keywords=Australia%20An%20Ancient%20past&fbclid=IwAR38odkt0m7tK6xVOc8gxbBIl4gmhaR70ECLEjCYLQ3lG2fexxAXkluKZgE
[1] https://geoscience69.blogspot.com/2019/05/are-peats-at-port-alma-teritary-or.html
[1] https://www.abc.net.au/news/2021-09-11/thomas-graham-greenaway-guilty-of-theft-aboriginal-charity-trust/100451816
[1] https://twitter.com/GuardianAus/status/1437470453728165888

Top URLs in Tweet in G9:
[2] https://thewalrus.ca/what-does-healing-look-like-for-the-families-of-missing-and-murdered-indigenous-women/
[2] https://www.youtube.com/watch?v=2Rd74O_-nlc&feature=youtu.be

[2] https://livestream.com/accounts/572120/events/9838129/player?width=960&height=540&enableInfoAndActivity=true&defaultDrawer=feed&autoPlay=true&mute=false&t=1631476303782
[1] https://www.npr.org/2021/09/07/1034751793/poet-laureate-warrior-joy-harjo?utm_content=buffer85e89&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://bit.ly/3nn7ZJM
[1] https://www.washingtonpost.com/national/us-tribes-demand-emergency-protection-for-wolves/2021/09/14/4e5f027a-1582-11ec-a019-cb193b28aa73_story.html
[1] https://indigenous-tairp.com/movies/a-e-biography-sitting-bull
[1] https://twitter.com/AmericanIndian8/status/1437785102914932742
[1] https://twitter.com/AmericanIndian8/status/1427268914879291398
[1] https://indigenous-tairp.com/movies/the-last-of-the-mohicans-full-movie

Top URLs in Tweet in G10:
[3] https://www.lapresse.ca/actualites/chroniques/2021-09-12/la-presse-en-ontario/de-l-eau-potable-enfin.php
[3] https://www.lapresse.ca/actualites/chroniques/2021-09-13/une-realite-imbuvable.php
[2] https://www.thestar.com/opinion/commentary/2014/12/27/aboriginal_question_the_most_important_moral_issue_in_canada.html
[2] https://www.cbc.ca/news/canada/british-columbia/police-treatment-of-indigenous-protesters-differs-starkly-from-white-protesters-experts-say-1.6171599
[2] https://twitter.com/SFU/status/1437491617565495296
[1] https://globalnews.ca/news/8177650/canada-election-residential-schools-vote-indigenous-children/
[1] https://www.cbc.ca/listen/live-radio/1-91/clip/15865356
[1] https://www.theglobeandmail.com/opinion/article-when-it-comes-to-indigenous-reconciliation-the-liberals-have-not-kept/?utm_medium=Referrer:+Social+Network+/+Media&utm_campaign=Shared+Web+Article+Links
[1] https://www.sfu.ca/aboriginalpeoples/events/news11/arc-news/in-person_open_house.html?utm_source=twitter&utm_medium=social&utm_content=c4db558f-c0fc-4bcd-b356-88fed178c76d
[1] https://twitter.com/thestarcalgary/status/1436523671963713538

Top Domains
Top Domains in Tweet in Entire Graph:
[262] twitter.com
[57] indigenous-tairp.com
[54] mikebonemedia.com
[47] youtube.com
[33] theguardian.com
[27] instagram.com
[25] cbc.ca
[25] cheikeda.com
[12] facebook.com
[11] linkedin.com

Top Domains in Tweet in G1:
[53] indigenous-tairp.com
[10] thecrimereport.org
[7] yakimaherald.com
[2] bismarcktribune.com
[2] snapbuzz.org
[2] vogue.com
[2] twitter.com
[1] ctvnews.ca
[1] youtube.com
[1] unm.edu

Top Domains in Tweet in G2:
[55] twitter.com
[8] theglobeandmail.com
[5] youtube.com
[4] indigenousclimateaction.com
[3] democracynow.org
[2] cbc.ca
[2] apnql.com
[1] globalnews.ca
[1] woodbusiness.ca
[1] castlegarnews.com

Top Domains in Tweet in G3:
[61] twitter.com
[18] instagram.com
[12] youtube.com
[8] theguardian.com
[7] cbc.ca
[4] globalnews.ca
[4] net.au
[3] tiktok.com
[3] theconversation.com
[3] linkedin.com

Top Domains in Tweet in G4:
[3] princeton.edu
[2] twitter.com
[1] arizona.edu
[1] vogue.com
[1] zoom.us

Top Domains in Tweet in G5:
[6] foei.org
[6] twitter.com
[5] palmoildetectives.com
[3] eia-international.org
[2] leadinmygrandmothersbody.com
[2] theglobalherald.com
[2] mongabay.com
[2] grist.org
[1] euronews.com
[1] theguardian.com

Top Domains in Tweet in G6:
[37] twitter.com

Top Domains in Tweet in G7:
[3] twitter.com
[1] yakimaherald.com

Top Domains in Tweet in G8:
[2] twitter.com
[1] theconversation.com
[1] msn.com
[1] tiktok.com
[1] youtube.com
[1] co.uk
[1] blogspot.com
[1] net.au

Top Domains in Tweet in G9:
[5] twitter.com
[2] thewalrus.ca
[2] indigenous-tairp.com
[2] youtube.com
[2] livestream.com
[1] npr.org
[1] bit.ly
[1] washingtonpost.com
[1] fao.org
[1] theguardian.com

Top Domains in Tweet in G10:
[6] lapresse.ca
[3] cbc.ca
[3] twitter.com
[2] thestar.com
[1] globalnews.ca
[1] theglobeandmail.com
[1] sfu.ca

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[6335] indigenous
[3968] tairp
[259] indigenousthoughts
[148] mmiwg
[130] bharat
[123] mmiw
[116] mmnawg
[114] aboriginal
[92] cdnpoli
[90] canada



Top Hashtags in Tweet in G1:
[3775] indigenous
[3761] tairp
[248] indigenousthoughts
[114] mmiw
[114] mmiwg
[113] mmnawg
[16] mmnamb
[16] mmim
[16] mmimb
[16] everychildmatters

Top Hashtags in Tweet in G2:
[214] indigenous
[58] elxn44
[49] cdnpoli
[31] canada
[26] climateaction
[20] women
[19] basicincome
[18] climatecrisis
[16] ubi
[16] economics

Top Hashtags in Tweet in G3:
[331] indigenous
[31] aboriginal
[20] firstnations
[18] canada
[13] cdnpoli
[10] art
[9] nativeamericans
[8] native
[8] mmiwg
[8] elxn44

Top Hashtags in Tweet in G4:
[190] indigenous
[3] tairp
[2] resilience
[1] native
[1] metgala
[1] decolonize
[1] indigenousthoughts

Top Hashtags in Tweet in G5:
[60] indigenous
[55] palmoil
[36] deforestation
[33] landgrabbing
[28] ecocide
[27] humanrights
[17] illegal
[11] greenwashing
[10] emissions
[8] boycott4wildlife

Top Hashtags in Tweet in G6:
[208] indigenous
[128] bharat
[55] childrenofcivilisation
[31] indigenousglobalalliance
[27] hindutva
[25] hindus
[18] hindu
[16] hinduhatred
[15] heal
[11] swastik

Top Hashtags in Tweet in G7:
[18] indigenous
[9] tairp
[5] wearestillhere
[5] nativetwitter
[3] vaccineswork
[1] landback
[1] nativeamerican
[1] chemawaindianschool
[1] jig
[1] canada

Top Hashtags in Tweet in G8:
[23] aboriginal
[9] auspol
[6] indigenous
[6] qldpol
[5] wgareditorialteammembers
[5] heritage
[5] impact
[5] economic
[5] jobkeeper
[4] aboutwgarnews

Top Hashtags in Tweet in G9:
[138] indigenous
[109] tairp
[48] freeleonardpeltier
[12] wolves
[9] mmiwg
[5] indigenousthoughts
[5] louisiana
[4] ida
[4] idarecovery
[3] nativeamerican

Top Hashtags in Tweet in G10:
[35] indigenous
[7] reconciliation
[4] cdnpoli
[3] sdoh
[2] aboriginal
[1] firstnations
[1] inequality
[1] policing
[1] systemicracism
[1] afnql

Top Words
Top Words in Tweet in Entire Graph:
[6334] #indigenous
[3968] #tairp
[3829] americanindian8
[374] indigenous
[373] more
[259] #indigenousthoughts
[234] people
[205] excited
[200] indigenbharat
[196] canada

Top Words in Tweet in G1:
[3775] #indigenous
[3761] #tairp
[3611] americanindian8
[248] #indigenousthoughts
[115] morning
[114] #mmiw
[114] #mmiwg
[113] #mmnawg
[107] night
[103] 12

Top Words in Tweet in G2:
[214] #indigenous
[106] nation
[58] #elxn44
[55] chief
[53] more
[49] #cdnpoli
[47] canada
[46] indigenous
[45] pam_palmater
[45] grand

Top Words in Tweet in G3:
[331] #indigenous
[46] indigenous
[37] people
[31] #aboriginal
[28] more
[20] 30
[20] #firstnations
[18] communities
[17] peoples
[17] #canada

Top Words in Tweet in G4:
[190] #indigenous
[180] excited
[179] nativehydro
[178] announce
[178] resilience
[178] center
[178] vision
[178] started
[178] academic
[178] journey

Top Words in Tweet in G5:
[122] palmoildetect
[110] rspotweets
[60] #indigenous
[55] griffjane
[55] #palmoil
[45] orangulandtrust
[38] here's
[36] orangutans
[36] #deforestation
[35] eia_news

Top Words in Tweet in G6:
[208] #indigenous
[200] indigenbharat
[128] #bharat
[55] #childrenofcivilisation
[37] colonisers
[37] dead
[32] supremacy
[32] gt
[32] sanjivni
[32] celebrate

Top Words in Tweet in G7:
[136] naturalmelva
[120] more
[97] fully
[97] vaxxed
[96] both
[96] navajo
[96] blackfoot
[96] nations
[96] need
[96] see

Top Words in Tweet in G8:
[23] #aboriginal
[22] wgarnews
[19] blakandblack
[12] l_deweaver
[10] plan
[10] rbjron
[9] indeed
[9] need
[9] national
[9] address

Top Words in Tweet in G9:
[138] #indigenous
[118] americanindian8
[109] #tairp
[49] potus
[48] #freeleonardpeltier
[48] vp
[45] joebiden
[45] kamalaharris
[41] secdebhaaland
[32] debhaalandnm

Top Words in Tweet in G10:
[53] picardonhealth
[40] protesters
[35] #indigenous
[28] don
[28] government
[28] move
[28] residential
[28] schools
[28] vote
[28] stop

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3965] #indigenous,#tairp
[3069] americanindian8,#indigenous
[257] #indigenousthoughts,#indigenous
[180] excited,announce
[180] announce,#indigenous
[180] #indigenous,resilience
[180] resilience,center
[180] center,vision
[180] vision,started
[180] started,academic

Top Word Pairs in Tweet in G1:
[3758] #indigenous,#tairp
[2926] americanindian8,#indigenous
[248] #indigenousthoughts,#indigenous
[114] #mmiw,#mmiwg
[113] #mmnawg,#mmiw
[108] #mmiwg,#indigenous
[107] americanindian8,morning
[103] 12,#indigenousthoughts
[102] americanindian8,12
[99] americanindian8,night

Top Word Pairs in Tweet in G2:
[44] grand,chief
[29] 2021,beyond
[28] nothing,more
[28] more,canada
[28] canada,2021
[28] beyond,equal
[28] equal,nation
[28] nation,nation
[28] nation,partnerships
[28] partnerships,first

Top Word Pairs in Tweet in G3:
[11] #indigenous,people
[9] #indigenous,#firstnations
[8] thursday,30
[8] 30,30
[8] 30,mst
[8] mst,#biblical
[8] #biblical,solutions
[7] #indigenous,peoples
[7] tune,thursday
[7] natives,hour

Top Word Pairs in Tweet in G4:
[178] excited,announce
[178] announce,#indigenous
[178] #indigenous,resilience
[178] resilience,center
[178] center,vision
[178] vision,started
[178] started,academic
[178] academic,journey
[177] nativehydro,excited
[177] journey,reali

Top Word Pairs in Tweet in G5:
[26] #deforestation,#ecocide
[24] drbirute,brutomeyer
[22] rainfor60967488,griffjane
[20] rspotweets,failed
[20] #humanrights,abuses
[19] here's,long
[19] long,thread
[19] thread,evidence
[19] evidence,rspotweets
[19] failed,make

Top Word Pairs in Tweet in G6:
[73] #indigenous,#bharat
[47] indigenbharat,#indigenous
[31] #bharat,#childrenofcivilisation
[22] jagadguru,#bharat
[22] dead,departed
[21] supremacy,exclusivity
[21] gt,100
[21] #indigenous,#hindutva
[21] #hindutva,#indigenousglobalalliance
[21] #indigenousglobalalliance,jagadguru

Top Word Pairs in Tweet in G7:
[97] fully,vaxxed
[96] both,navajo
[96] navajo,blackfoot
[96] blackfoot,nations
[96] nations,fully
[96] vaxxed,need
[96] need,see
[96] see,more
[96] more,media
[96] media,coverage

Top Word Pairs in Tweet in G8:
[18] wgarnews,blakandblack
[9] blakandblack,indeed
[9] indeed,need
[9] need,national
[9] national,plan
[9] plan,address
[9] address,family
[9] family,violence
[9] violence,against
[9] against,#aboriginal

Top Word Pairs in Tweet in G9:
[109] #indigenous,#tairp
[59] americanindian8,#indigenous
[47] #freeleonardpeltier,potus
[45] potus,joebiden
[45] joebiden,vp
[45] vp,kamalaharris
[39] kamalaharris,secdebhaaland
[30] secdebhaaland,debhaalandnm
[30] debhaalandnm,#indigenous
[27] americanindian8,#freeleonardpeltier

Top Word Pairs in Tweet in G10:
[28] don,government
[28] government,move
[28] move,residential
[28] residential,schools
[28] schools,vote
[28] vote,stop
[28] stop,canada
[28] canada,dark
[28] dark,history
[28] history,discrimination

Top Replied-To
Top Replied-To in Entire Graph:
@zara
@sarahlgates1
@justintrudeau
@quintonbroster
@mom_omega
@militaryfever
@stopadharma
@nordbergvalerie
@vanessafiji
@eliezermolinapr

Top Replied-To in G2:
@justintrudeau
@bgirl0001
@photowarrior
@bcndp
@garossino
@richardzussman
@bbcworld
@jasontfisherlab
@savefairycreek
@cukierwendy

Top Replied-To in G5:
@nordbergvalerie
@vanessafiji
@thinkacttank
@barbaranavarro
@gloryb82931818
@janecornwell10
@cleve_hicks
@wwf
@sisca_gd
@cosycottagesoap

Top Replied-To in G6:
@sarahlgates1
@quintonbroster
@mom_omega
@militaryfever
@stopadharma
@kapilmishra_ind
@meenakshisharan
@missionkaali
@sheila_seattle

Top Replied-To in G7:
@naturalmelva

Top Replied-To in G8:
@austrippa
@wgarnews
@blakandblack
@edmjbg
@tomezine
@senatormcgrath
@josephcjohns
@aleighmp

Top Replied-To in G9:
@faonorthamerica

Top Replied-To in G10:
@shenherlorimer

Top Mentioned
Top Mentioned in Entire Graph:
@americanindian8
@indigenbharat
@nativehydro
@naturalmelva
@palmoildetect
@rspotweets
@mikebonemusic
@survival
@potus
@vp

Top Mentioned in G1:
@americanindian8
@godlessliz
@joemanchinwv
@mollyjongfast
@paulcogan
@georgetakei
@raggedtp
@lynnsharig8
@jim_jordan
@lanceusa70

Top Mentioned in G2:
@pam_palmater
@the12fthofnever
@ntesinan
@justintrudeau
@thejagmeetsingh
@cindian1
@lawyersdailyca
@americanindian8
@jjhorgan
@puglaas

Top Mentioned in G3:
@its_news_alerts
@calililiindies
@novalanguages
@mar_shalllaw
@autoctonceller
@straitreporter
@hermanyvoices
@lhocreations
@globalsistersau

Top Mentioned in G4:
@nativehydro
@uarizona
@americanindian8
@princetonams
@wahgraphy
@hdwgtws
@andrew_zolli
@princeto
@princeton

Top Mentioned in G5:
@palmoildetect
@rspotweets
@griffjane
@orangulandtrust
@orangutans
@eia_news
@brutomeyer
@drbirute
@nordbergvalerie
@barbaranavarro

Top Mentioned in G6:
@indigenbharat
@indiafrigenous
@jasonhickel
@sarahlgates1
@kuldeepgaurav7
@quintonbroster
@sanaatandharm1
@thenisargsoni
@sriramkannan77
@ancientcivi

Top Mentioned in G7:
@naturalmelva
@ethanbearman
@briantylercohen
@americanindian8
@tracey61166542
@rbreich
@gregabbott_tx
@haidaprincess
@wickedwone

Top Mentioned in G8:
@wgarnews
@blakandblack
@l_deweaver
@rbjron
@whterbbnadvocat
@judylee81046752
@capesjoy
@vk3tbn
@em1945em
@lizettewatson2

Top Mentioned in G9:
@americanindian8
@potus
@vp
@joebiden
@kamalaharris
@secdebhaaland
@debhaalandnm
@annakavanaugh
@indianaffairs
@chiefsharpnoise

Top Mentioned in G10:
@picardonhealth
@angelasterritt
@sfu
@puglaas
@ihachey
@rimaelkouri
@globalbrief
@bobrae48
@lp_lapresse
@l

Top Tweeters
Top Tweeters in Entire Graph:
@streamerwall
@lennaleprena
@streamer_boost
@amaia_haikazti
@rodolfoxoliz
@geoffrey_payne
@cipherequality
@billm9
@_redfrog
@yarosisnancy

Top Tweeters in G1:
@amaia_haikazti
@astwisa
@flipthescript8
@velocity2121
@bob_stinson1234
@stonefree63
@rcrockett
@iflck
@lalachanka62
@deathtocrazy

Top Tweeters in G2:
@chuddles11
@allan_crawshaw
@changetocindy
@globeandmail
@protectingterra
@tintie4
@mini_bubbly
@kirkmurphy
@forgerat
@wavetop

Top Tweeters in G3:
@gadflyquebec
@janniaragon
@calililiindies
@herrkusuma
@mrsnippyloki
@beachydreamer
@bossymama57
@zenscreamer
@harlemwriter
@cbcadrianh

Top Tweeters in G4:
@tarundsnaol
@leafwarbler
@____taty
@jimodonnell2
@geographile
@elegantinab
@debbiescheidem2
@becomingjenn
@immabiolog
@thedtfgroup

Top Tweeters in G5:
@yarosisnancy
@guardian
@awkward_1110
@_pehicc
@wwf
@marksandspencer
@dawnroseturner
@patrici04278024
@trapdinawrpool
@safarisara

Top Tweeters in G6:
@harvansh_batra
@miithiileshh
@sandy49363539
@vishramrm
@go_movie_mango
@vivekvardhan05
@gaikwadankur
@meenakshisharan
@letaphseytas
@vampire_castle1

Top Tweeters in G7:
@cultiv8hope
@areck0001
@criticalanglez
@kaygirl8lawana
@mcassara143
@pda3olives
@mschleifer13
@mendiolagrandma
@bcuriouswithme
@wickedwone

Top Tweeters in G8:
@lennaleprena
@geoffrey_payne
@rjstrikers
@blanketcrap
@wgarnews
@slsandpet
@brendah2o66
@rbjron
@roseannebyrne
@virgotweet

Top Tweeters in G9:
@geegeebythesea
@mutalabala
@bquest_shipsco_
@batsflywest
@sergabo1
@zenjk0
@loretrul
@lott_hayley
@kathyholdshope
@culturalhistory

Top Tweeters in G10:
@ghostcatbce
@john68richmond
@cbcnews
@picardonhealth
@parrythehoot
@lp_lapresse
@n8v_calgarian
@robacooper
@martin_fff
@vanhappenings


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