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#indigenous OR #aboriginal_2021-01-20_17-59-24.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
January 21, 2021
Short Description:
#indigenous OR #aboriginal via NodeXL https://bit.ly/3qDI1jx
@americanindian8
@native3rd
@cblackst
@pam_palmater
@joebiden
@nitv
@nwac_ca
@kamalaharris
@edwardmarrs1
@personalescrito

Top hashtags:
#indigenous
#tairp
#indigenousthoughts
#nativeamerican
#saveoakflat

Description:
Description
The graph represents a network of 5,559 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, 21 January 2021 at 02:08 UTC.

The requested start date was Thursday, 21 January 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 3-day, 12-hour, 55-minute period from Saturday, 16 January 2021 at 20:29 UTC to Wednesday, 20 January 2021 at 09:24 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 : 5559
Unique Edges : 2421
Edges With Duplicates : 13468
Total Edges : 15889
Number of Edge Types : 5
Tweet : 837
Retweet : 6377
MentionsInRetweet : 7501
Mentions : 1027
Replies to : 147
Self-Loops : 916
Reciprocated Vertex Pair Ratio : 0.0121662189919419
Reciprocated Edge Ratio : 0.0240399625351233
Connected Components : 538
Single-Vertex Connected Components : 220
Maximum Vertices in a Connected Component : 3835
Maximum Edges in a Connected Component : 13108
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.010492
Graph Density : 0.000207334568796206
Modularity : 0.373347
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 5,559 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, 21 January 2021 at 02:08 UTC.

The requested start date was Thursday, 21 January 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 3-day, 12-hour, 55-minute period from Saturday, 16 January 2021 at 20:29 UTC to Wednesday, 20 January 2021 at 09:24 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:
[249] https://www.theguardian.com/environment/2021/jan/16/sacred-native-american-land-arizona-oak-flat
[57] https://www.nhonews.com/news/2021/jan/19/athletes-run-missing-and-murdered-indigenous-women/
[34] https://apnews.com/article/mountains-wildlife-david-bernhardt-missoula-environment-9b033948e6acc5f166ca070487af19f5
[33] https://www.kcrg.com/2021/01/18/after-six-years-rita-janelle-papakee-is-still-missing/
[33] https://www.thenewstribune.com/opinion/op-ed/article248535360.html
[30] https://www.forbes.com/sites/grrlscientist/2021/01/18/conservation-biologist-murdered-in-colombia-saved-two-species/
[27] https://www.ecowatch.com/keystone-xl-pipeline-biden-cancel-2650013025.html?fbclid=IwAR0IUh2BIH9J8UCpsGNfVoCdbJkA0O7I4iT6b2j3R8wa-NA7rC6eVz7BQKs
[25] https://www.nationalgeographic.com/animals/2021/01/trump-admin-midnight-actions-hurt-wildlife-environment/
[24] https://outsider.com/outdoors/watch-rare-wolverine-spotted-on-yellowstone-national-park-wildlife-cam/
[21] https://www.aptnnews.ca/national-news/b-c-family-offering-10k-reward-for-information-about-daughter-chelsea-poorman/#.YASFH_nbEeE.twitter

Top URLs in Tweet in G1:
[237] https://www.theguardian.com/environment/2021/jan/16/sacred-native-american-land-arizona-oak-flat
[49] https://www.nhonews.com/news/2021/jan/19/athletes-run-missing-and-murdered-indigenous-women/
[32] https://apnews.com/article/mountains-wildlife-david-bernhardt-missoula-environment-9b033948e6acc5f166ca070487af19f5
[31] https://www.kcrg.com/2021/01/18/after-six-years-rita-janelle-papakee-is-still-missing/
[30] https://www.forbes.com/sites/grrlscientist/2021/01/18/conservation-biologist-murdered-in-colombia-saved-two-species/
[30] https://www.thenewstribune.com/opinion/op-ed/article248535360.html
[26] https://www.ecowatch.com/keystone-xl-pipeline-biden-cancel-2650013025.html?fbclid=IwAR0IUh2BIH9J8UCpsGNfVoCdbJkA0O7I4iT6b2j3R8wa-NA7rC6eVz7BQKs
[24] https://www.nationalgeographic.com/animals/2021/01/trump-admin-midnight-actions-hurt-wildlife-environment/
[24] https://outsider.com/outdoors/watch-rare-wolverine-spotted-on-yellowstone-national-park-wildlife-cam/
[20] https://thestarphoenix.com/news/local-news/meadow-lake-tribal-council-releases-cree-and-dene-language-apps

Top URLs in Tweet in G2:
[5] https://www.nhonews.com/news/2021/jan/19/athletes-run-missing-and-murdered-indigenous-women/
[3] https://www.theguardian.com/environment/2021/jan/16/sacred-native-american-land-arizona-oak-flat
[2] https://froglegend.com/nativebb?pr=freeship
[1] https://twitter.com/mongabay/status/1351595399128219649
[1] https://twitter.com/greenpeacebr/status/1350829190363414531
[1] https://oglobo.globo.com/sociedade/desmatamento-na-amazonia-cresce-30-em-1-ano-bate-recorde-da-decada-24844018
[1] https://www.macleans.ca/society/cindy-blackstock-a-relentless-champion-for-indigenous-childrens-rights/
[1] https://www.thenewstribune.com/opinion/op-ed/article248535360.html
[1] https://www.kcrg.com/2021/01/18/after-six-years-rita-janelle-papakee-is-still-missing/
[1] https://www.duluthnewstribune.com/news/government-and-politics/6845564-Bands-rip-Stauber-for-working-to-deny-first-Native-American-from-joining-US-Cabinet#.YAcskfawkYQ.twitter

Top URLs in Tweet in G3:
[8] https://www.instagram.com/accounts/login/
[4] http://www.amazon.com/Earth-Spirit-Robert-Tena/dp/B00AZBC8OU/ref=sr_1_1?s=movies-tv&ie=UTF8&qid=1383383679&sr=1-1&keywords=earth+spirit
[4] http://www.amazon.com/Techqua-Ikachi-Warning--Education-James-Kots/dp/B003L783GW/ref=sr_1_1?s=instant-video&ie=UTF8&qid=1440442823&sr=8-1&keywords=Techqua+Ikachi
[4] https://alangorg.wordpress.com/
[3] https://www.theguardian.com/environment/2021/jan/16/sacred-native-american-land-arizona-oak-flat
[2] https://thenarwhal.ca/un-rebukes-canada-industrial-projects/
[2] https://twitter.com/nish_gay/status/1350604049431883776
[2] https://www.theguardian.com/australia-news/2021/jan/18/australias-anguish-the-indigenous-kids-trapped-behind-bars
[2] https://www.vogue.co.uk/news/article/climate-activists-on-instagram
[2] https://www.nytimes.com/2021/01/12/us/tribal-elders-native-americans-coronavirus.html?smid=tw-share

Top URLs in Tweet in G4:
[7] https://www.palestinechronicle.com/what-binds-us-together-on-what-it-means-to-support-indigenous-liberation/
[5] https://www.aptnnews.ca/national-news/innu-woman-from-quebec-named-advisor-to-un-secretary-general/
[4] https://globalnews.ca/news/7504071/lance-cardinal-indigenous-showroom-ikea-edmonton/
[3] https://vancouverisland.ctvnews.ca/racism-towards-cowichan-tribes-in-covid-19-fight-is-denounced-by-federal-minister-1.5265707
[2] https://soundcloud.com/pampalmater/mary-ellen-turpel-lafond-on-racism-in-healthcare
[2] https://globalnews.ca/news/6711137/location-of-b-c-coronavirus-cases/amp/
[2] https://thenarwhal.ca/bc-salmon-fishing-indigenous-systems-report/
[1] https://soundcloud.com/pampalmater/romeo-saganash-on-his-political-career
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3Drfshb-qqIVY&q=EgS4SO-bGMbDo4AGIhkA8aeDS1TdNH2KhjlA6KTeeGWV7w26-v0fMgFy
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3Dm5shSFBflxQ%26t%3D639s&q=EgS4SO-bGNLCo4AGIhkA8aeDS3zlRQhu2nmsvIwjYOETwouLDoGrMgFy

Top URLs in Tweet in G5:
[13] https://www.mcgill.ca/x/oqA
[6] https://www.facebook.com/events/777078729572004/
[5] https://www.macleans.ca/rankings/canadas-most-powerful-people-2021/
[3] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2FAPNQL%2F%3Fview_public_for%3D1984817861780400
[2] https://careers.indigenous.link/post
[2] http://sm.responsetrac.ca/G236
[1] https://www.cbc.ca/radio/unreserved/i-have-so-much-to-say-cree-author-david-a-robertson-on-writing-everything-from-graphic-novels-to-a-memoir-1.5737064
[1] https://www.cbc.ca/radio/asithappens/as-it-happens-tuesday-edition-1.4189447/who-are-the-proud-boys-who-disrupted-an-indigenous-event-on-canada-day-1.4189450
[1] https://questionnaire.simplesurvey.com/f/s.aspx?s=7e0a9d57-aa29-40a0-b7ea-2b4918de3e10&ds=email
[1] https://www.cbc.ca/news/canada/london/indigenous-woman-s-zine-series-gets-response-that-makes-her-heart-flutter-1.5873482

Top URLs in Tweet in G6:
[5] https://mikebonemedia.com/store
[5] https://teechip.com/stores/PowWowSwag
[5] https://teechip.com/stores/faithbased
[3] https://mikebonemedia.com/
[3] https://www.sandiegouniontribune.com/columnists/story/2021-01-10/keeping-indigenous-elders-safe-from-covid-19-a-critical-part-of-preserving-culture
[2] https://www.youtube.com/watch?v=fZ1m9Qesbq8&feature=youtu.be

[2] https://teechip.com/stores/mikeboneshirts
[2] https://chuffed.org/project/supplies-to-stop-line-3
[2] https://www.makechevroncleanup.com/press-releases/2020/11/10/denial-of-fair-trial-steven-donziger-issues-statement-on-4th-adjournment-of-his-contempt-case-after-16-months-of-house-arrest
[1] https://www.theguardian.com/environment/2021/jan/16/sacred-native-american-land-arizona-oak-flat

Top URLs in Tweet in G7:
[2] https://www.nhonews.com/news/2021/jan/19/athletes-run-missing-and-murdered-indigenous-women/
[1] https://www.wcel.org/blog/discovery-islands-fish-farm-phase-out-win-wild-salmon
[1] https://thenarwhal.ca/un-rebukes-canada-industrial-projects/
[1] https://zoom.us/webinar/register/WN_HbyyNW-yTi24XljFIfF4rw
[1] https://www.nationalobserver.com/conversations
[1] https://twitter.com/ForestPeoplesP/status/1351133853180698627
[1] https://www.borealconservation.org/forest-indigenous-communities/
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DjOjAtHw94gI&q=EgS4SO-bGJjCo4AGIhkA8aeDS7HUimREHunlJAdiJaUnx4STCPMFMgFy
[1] https://www.arrowlakesnews.com/news/teck-ktunaxa-sign-conservation-agreement-on-7150-hectares-of-land/
[1] https://www.smu.ca/academics/sobey/sobey-international-centre-co-op-management.html

Top URLs in Tweet in G8:
[4] https://twitter.com/Justiciaypazcol/status/1351021022141681666
[2] https://www.rrr.org.au/shared/broadcast-episode/14668/1098000/2333000
[2] http://indigenousrightsinternational.org/campaigns/petitions/international-human-rights-organizations-condemn-the-recent-panay-massacre
[1] http://www.laizquierdadiario.com/Fallecio-un-hombre-wichi-en-Salta-por-falta-de-agua-y-comida?utm_content=buffera57ad&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.ceresfairfood.org.au/chris-newsletter/sand-talk/
[1] https://twitter.com/Peter_Fitz/status/1350891411831283712
[1] https://ibd.supplynation.org.au/public/s/search-results#loc=&search=ServeGate%20Australia%20Pty%20Ltd
[1] https://www.niaa.gov.au/sites/default/files/publications/indigenous-procurement-policy_0.pdf
[1] https://thehill.com/opinion/energy-environment/534420-trump-sold-off-the-arctic-refuge-biden-can-help-save-it
[1] https://iwgia.org/en/philippines/3958-iwgia-aipp-panay-massacre-2020.html

Top URLs in Tweet in G9:
[6] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-021-00022-1
[5] https://lakotalaw.org/resources/nodapl-sr-ej/
[2] https://twitter.com/Native3rd/status/1351665834305998855
[2] https://mspmag.com/eat-and-drink/sioux-chef-owamni-opening-spring-2021/#.YAdQpXhAHqQ.twitter
[2] https://www.7generationgames.com/growing_math_pilot_schools/
[2] https://www.nbcnews.com/politics/politics-news/tribes-slam-gop-lawmaker-trying-derail-haaland-nomination-n1254571
[2] http://paypal.me/AngelaC968
[2] https://csfuqua.bandcamp.com
[2] https://read.amazon.com/kp/embed?asin=B07J3V34K6&preview=newtab&linkCode=kpe&ref_=cm_sw_r_kb_dp_g.hkEbMMPZVE7
[2] https://twitter.com/RichardMcLellan/status/1350582790840934400

Top URLs in Tweet in G10:
[2] https://www.sbs.com.au/nitv/article/2018/05/28/how-be-good-indigenous-ally
[1] https://twitter.com/NITV/status/1351378851385864192
[1] https://e360.yale.edu/features/forest-defenders-a-panamanian-tribe-regains-control-of-its-lands
[1] https://www.sbs.com.au/nitv/article/2020/05/03/wilma-reading-trailblazing-jazz-icon

Top Domains
Top Domains in Tweet in Entire Graph:
[290] theguardian.com
[201] twitter.com
[58] indigenous-tairp.com
[57] nhonews.com
[42] indiancountrytoday.com
[39] cbc.ca
[34] nativenewsonline.net
[34] apnews.com
[33] kcrg.com
[33] thenewstribune.com

Top Domains in Tweet in G1:
[247] theguardian.com
[57] indigenous-tairp.com
[49] nhonews.com
[39] indiancountrytoday.com
[33] nativenewsonline.net
[32] cbsnews.com
[32] apnews.com
[31] kcrg.com
[30] forbes.com
[30] thenewstribune.com

Top Domains in Tweet in G2:
[5] nhonews.com
[4] theguardian.com
[2] twitter.com
[2] froglegend.com
[1] globo.com
[1] macleans.ca
[1] thenewstribune.com
[1] kcrg.com
[1] duluthnewstribune.com
[1] indigenous-tairp.com

Top Domains in Tweet in G3:
[46] twitter.com
[10] theguardian.com
[10] google.com
[10] instagram.com
[8] amazon.com
[7] linkedin.com
[6] cbc.ca
[5] tiktok.com
[5] wordpress.com
[5] nytimes.com

Top Domains in Tweet in G4:
[19] twitter.com
[7] globalnews.ca
[7] palestinechronicle.com
[6] aptnnews.ca
[4] google.com
[4] ctvnews.ca
[3] soundcloud.com
[3] youtube.com
[2] thenarwhal.ca
[1] cheknews.ca

Top Domains in Tweet in G5:
[13] mcgill.ca
[10] facebook.com
[7] macleans.ca
[5] cbc.ca
[3] responsetrac.ca
[2] thestar.com
[2] twitter.com
[2] indigenous.link
[1] simplesurvey.com
[1] greatfallstribune.com

Top Domains in Tweet in G6:
[13] teechip.com
[9] mikebonemedia.com
[4] youtube.com
[4] twitter.com
[3] makechevroncleanup.com
[3] yahoo.com
[3] sandiegouniontribune.com
[2] theguardian.com
[2] chuffed.org
[1] timescolonist.com

Top Domains in Tweet in G7:
[2] nhonews.com
[2] twitter.com
[1] wcel.org
[1] thenarwhal.ca
[1] zoom.us
[1] nationalobserver.com
[1] borealconservation.org
[1] google.com
[1] arrowlakesnews.com
[1] smu.ca

Top Domains in Tweet in G8:
[10] twitter.com
[4] org.au
[2] indigenousrightsinternational.org
[2] theguardian.com
[1] laizquierdadiario.com
[1] gov.au
[1] thehill.com
[1] iwgia.org
[1] smithsonianmag.com
[1] org.in

Top Domains in Tweet in G9:
[12] twitter.com
[6] nature.com
[5] lakotalaw.org
[2] mspmag.com
[2] 7generationgames.com
[2] nbcnews.com
[2] paypal.me
[2] bandcamp.com
[2] amazon.com
[2] doi.gov

Top Domains in Tweet in G10:
[3] com.au
[1] twitter.com
[1] yale.edu

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[5736] indigenous
[3145] tairp
[359] indigenousthoughts
[344] nativeamerican
[247] saveoakflat
[184] mmiw
[152] mmnawg
[131] mlkday2021
[129] mmiwg
[128] aboriginal



Top Hashtags in Tweet in G1:
[3266] indigenous
[3019] tairp
[341] indigenousthoughts
[237] saveoakflat
[160] mmiw
[139] mmnawg
[125] mlkday2021
[112] mmiwg
[25] nativeamerican
[21] nodapl

Top Hashtags in Tweet in G2:
[312] indigenous
[222] nativeamerican
[67] tairp
[11] digitalpoetry
[10] indigenousthoughts
[9] mmiw
[8] mmnawg
[7] nature
[5] mlkday2021
[4] mmiwg

Top Hashtags in Tweet in G3:
[261] indigenous
[26] aboriginal
[17] nativeamerican
[15] firstnations
[13] canada
[12] humanrights
[10] indigenouspeople
[9] law
[8] art
[8] native

Top Hashtags in Tweet in G4:
[145] indigenous
[42] youtube
[25] covid19
[15] keystonexl
[14] climate
[11] cdnpoli
[9] warriorlifepodcast
[7] bcpoli
[7] nemontenenquimo
[7] climateemergency

Top Hashtags in Tweet in G5:
[138] indigenous
[26] firstnations
[21] joyceechaguan
[18] health
[14] afnql
[12] joyceechaquan
[11] systemicracism
[10] healthsystem
[10] covid19
[10] joyceotci

Top Hashtags in Tweet in G6:
[99] indigenous
[42] genocide
[23] mikebone
[16] support
[16] merch
[16] clothing
[11] nativeamerican
[10] powwow
[7] indieartist
[7] shirts

Top Hashtags in Tweet in G7:
[87] indigenous
[47] conservation
[35] humanrights
[35] coastalgaslink
[35] transmountain
[9] salmon
[9] discoveryislands
[8] tairp
[8] boreal
[5] nature

Top Hashtags in Tweet in G8:
[65] indigenous
[22] humanrights
[18] indigenouspeoples
[13] argentina
[13] salta
[9] aboriginal
[5] colombia
[5] indigenasendefensadelapaz
[5] guatemala
[4] refugees

Top Hashtags in Tweet in G9:
[78] indigenous
[37] nativeamerican
[12] respect
[11] settlersaturday
[10] stem
[8] flute
[7] crafting
[7] music
[7] gratitude
[6] nature

Top Hashtags in Tweet in G10:
[7] indigenous
[2] nba
[2] nitv
[1] firstnations
[1] aboriginalrights
[1] alwayswasalwayswillbe
[1] aussports
[1] panama
[1] forests
[1] climate

Top Words
Top Words in Tweet in Entire Graph:
[5737] #indigenous
[3788] americanindian8
[3145] #tairp
[638] indigenous
[609] native
[595] native3rd
[558] american
[515] one
[405] land
[359] #indigenousthoughts

Top Words in Tweet in G1:
[3628] americanindian8
[3266] #indigenous
[3019] #tairp
[448] native
[396] american
[341] #indigenousthoughts
[300] sacred
[295] trump
[269] land
[243] #in

Top Words in Tweet in G2:
[551] native3rd
[312] #indigenous
[259] one
[222] nature
[222] #nativeamerican
[187] animals
[155] rain
[155] live
[154] sun
[154] such

Top Words in Tweet in G3:
[261] #indigenous
[46] indigenous
[26] #aboriginal
[18] people
[17] #nativeamerican
[15] #firstnations
[13] #canada
[13] more
[12] communities
[12] peoples

Top Words in Tweet in G4:
[145] #indigenous
[77] pam_palmater
[63] indigenous
[59] latest
[50] recent
[50] report
[48] racism
[45] plain
[45] sight
[45] healthcare

Top Words in Tweet in G5:
[138] #indigenous
[59] nwac_ca
[54] indigenous
[50] people
[42] peoples
[42] cblackst
[33] list
[26] #firstnations
[25] children
[24] proud

Top Words in Tweet in G6:
[99] #indigenous
[42] #genocide
[26] joebiden
[23] #mikebone
[20] mikebonemusic
[18] searean2
[16] #support
[16] #merch
[16] #clothing
[15] more

Top Words in Tweet in G7:
[87] #indigenous
[70] pipeline
[55] indigenous
[47] #conservation
[43] join
[42] wcelaw
[42] food
[41] ilinationhood
[41] led
[41] intertwined

Top Words in Tweet in G8:
[65] #indigenous
[34] #humanrights
[19] organizations
[19] condemn
[19] recent
[18] iprightsintl
[18] #indigenouspeoples
[17] icymi
[17] various
[17] massacre

Top Words in Tweet in G9:
[78] #indigenous
[37] #nativeamerican
[20] people
[15] need
[13] one
[12] family
[12] cultural
[12] monument
[12] #respect
[12] course

Top Words in Tweet in G10:
[42] don
[41] pissed
[41] ffs
[41] passive
[41] aggressive
[41] crap
[41] relating
[41] trauma
[41] mob
[41] experienced

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3145] #indigenous,#tairp
[1737] americanindian8,#indigenous
[504] native,american
[261] american,land
[260] sacred,native
[257] #indigenous,#nativeamerican
[257] trump,officials
[255] outcry,trump
[255] officials,transfer
[255] transfer,sacred

Top Word Pairs in Tweet in G1:
[3019] #indigenous,#tairp
[1676] americanindian8,#indigenous
[367] native,american
[239] trump,officials
[237] outcry,trump
[237] officials,transfer
[237] transfer,sacred
[237] sacred,native
[237] american,land
[237] land,miners

Top Word Pairs in Tweet in G2:
[221] #indigenous,#nativeamerican
[153] sun,rain
[153] rain,water
[153] water,plants
[153] plants,birds
[153] birds,animals
[153] animals,such
[153] such,thing
[153] thing,nature
[152] native3rd,sun

Top Word Pairs in Tweet in G3:
[9] #indigenous,people
[7] #indigenous,communities
[7] #indigenous,#firstnations
[6] native,american
[6] #indigenous,peoples
[5] #nativeamerican,#indigenous
[5] #firstnations,#nativeamerican
[5] indigenous,peoples
[5] #sociology,#law
[5] #law,#government

Top Word Pairs in Tweet in G4:
[50] recent,report
[45] plain,sight
[43] report,plain
[43] anti,indigenous
[43] indigenous,racism
[42] latest,#youtube
[42] #youtube,recent
[42] sight,documenting
[42] documenting,widespread
[42] widespread,anti

Top Word Pairs in Tweet in G5:
[34] #indigenous,people
[33] indigenous,peoples
[21] amazing,#indigenous
[21] #indigenous,creators
[21] creators,aiming
[21] aiming,eliminate
[21] eliminate,negative
[21] negative,stereotypes
[21] stereotypes,indigenous
[21] peoples,seen

Top Word Pairs in Tweet in G6:
[17] #indigenous,#genocide
[16] #mikebone,#merch
[12] ongoing,#indigenous
[11] #indigenous,women
[10] more,online
[10] online,yours
[10] yours,#powwow
[10] #powwow,#support
[10] #support,#mikebone
[10] #merch,#clothing

Top Word Pairs in Tweet in G7:
[41] indigenous,led
[41] led,#conservation
[41] #conservation,intertwined
[41] intertwined,nationhood
[41] nationhood,food
[41] food,security
[41] security,opportunity
[41] opportunity,#indigenous
[41] #indigenous,youth
[41] youth,join

Top Word Pairs in Tweet in G8:
[19] organizations,condemn
[19] condemn,recent
[17] icymi,various
[17] various,#indigenouspeoples
[17] #indigenouspeoples,#humanrights
[17] #humanrights,organizations
[17] recent,massacre
[17] massacre,#indigenous
[17] #indigenous,tumandoks
[16] iprightsintl,icymi

Top Word Pairs in Tweet in G9:
[12] #indigenous,people
[11] responding,#indigenous
[11] people,experiencing
[11] experiencing,family
[11] family,violence
[11] violence,requires
[11] requires,approach
[11] approach,informed
[11] informed,strong
[11] strong,cultural

Top Word Pairs in Tweet in G10:
[41] pissed,ffs
[41] ffs,don
[41] don,passive
[41] passive,aggressive
[41] aggressive,crap
[41] crap,relating
[41] relating,trauma
[41] trauma,mob
[41] mob,experienced
[40] tiddapage,pissed

Top Replied-To
Top Replied-To in Entire Graph:
@pepperwingate
@kymhothead
@jjhorgan
@erinotoole
@joebiden
@programspirit
@adriandix
@tutorcambodia
@donlemon
@thekenshain

Top Replied-To in G1:
@ncai1944
@americanindian8

Top Replied-To in G2:
@native3rd

Top Replied-To in G4:
@jjhorgan
@erinotoole
@kymhothead
@adriandix
@gilmcgowan
@ctvnews
@nolore
@cbcalerts
@according2luke
@rabbleca

Top Replied-To in G5:
@jwhitehead204
@samirs_h
@marlenelpoitras

Top Replied-To in G6:
@joebiden
@kamalaharris
@thekenshain
@marcorubio
@televisivamente
@minglemediatv
@youranoncentral
@uahikea
@itsjefftiedrich
@lissyblonde

Top Replied-To in G8:
@tutorcambodia
@sopheapfocus
@drkerrynphelps
@amsantaus

Top Replied-To in G9:
@lammatichama
@uhaul
@nytxga
@jfkeeler
@angelasterritt
@onaagoshinanang

Top Mentioned
Top Mentioned in Entire Graph:
@americanindian8
@native3rd
@pam_palmater
@preselectbiden
@oilsandsaction
@nwac_ca
@ivankatrump
@survival
@cblackst
@wcelaw

Top Mentioned in G1:
@americanindian8
@preselectbiden
@ivankatrump
@woreservations
@umairh
@viet_t_nguyen
@tedcruz
@forbes
@alittleleader
@native3rd

Top Mentioned in G2:
@native3rd
@americanindian8
@motheramazon
@theperiodpurse
@rockinsportz
@singsintimber
@indianaffairs
@cherokee_tribal
@indiancountry

Top Mentioned in G3:
@charljustine_
@pixelswork
@hermanyvoices
@k_sas23
@jrosewb
@thekrims0nking
@thecrnews
@crimesmelan

Top Mentioned in G4:
@pam_palmater
@stopmoneypipe
@justintrudeau
@cindian1
@jjhorgan
@cpc_hq
@deepgreendesign
@palestinechron
@melissarowley
@afrontlines

Top Mentioned in G5:
@nwac_ca
@cblackst
@orcroseanne
@tear
@apnql
@picardonhealth
@picardghislain
@cbcunreserved
@davealexroberts
@sarafdavidson

Top Mentioned in G6:
@joebiden
@mikebonemusic
@searean2
@roknrob121
@kamalaharris
@villanuevaedgar
@americanindian8
@realdonaldtrump
@potus
@lwhitman_nwac

Top Mentioned in G7:
@wcelaw
@ilinationhood
@americanindian8
@borealconserve
@zerotolerancei1
@pam_palmater
@natobserver
@_gcs_
@eachforall
@linda_solomon

Top Mentioned in G8:
@iprightsintl
@personalescrito
@girrali
@wgarnews
@rjstrikers
@thepix_isyugen
@blakandblack
@capesjoy
@jennypineapple2
@ladypoop2

Top Mentioned in G9:
@rfiolet
@francesmfdanger
@asbinvancity
@geegeebythesea
@americanindian8
@lammatichama
@lawscribes
@terrihansen
@csfuqua
@debhaalandnm

Top Mentioned in G10:
@tiddapage
@nitv
@eia_news
@patty_mills

Top Tweeters
Top Tweeters in Entire Graph:
@jurylady5
@rk70534
@pairsonnalitesa
@ejlazar
@loupo85
@amaia_haikazti
@independent
@mhall55nine
@billm9
@thepoliticalcat

Top Tweeters in G1:
@amaia_haikazti
@independent
@dancas2
@ligayaloyola
@allchanges
@hazelglasgow
@johnjoechad
@wildwillow65
@sophialamar1
@velocity2121

Top Tweeters in G2:
@beverly21811568
@albertarabbit
@blubdha
@lawlor224
@sampson_elaine
@albet777
@smilenewa
@bar_zie
@bsupimp
@mtnpoet

Top Tweeters in G3:
@pairsonnalitesa
@gadflyquebec
@melissaonline
@bagaluesunab
@harlechnnorfolk
@djbratpack
@talishapiro
@chan_nav
@crow31darkness
@michaelvnixon

Top Tweeters in G4:
@loupo85
@honeymoongondol
@mastaofmp3s
@reuters
@jot_au
@viralvideovlogs
@joanbushur
@deepgreendesign
@bloodtribeelect
@ctvnews

Top Tweeters in G5:
@meeksvs
@ghostcatbce
@totigerlilly
@arlenehache
@dontochillo
@picardonhealth
@laurelrusswurm
@macleans
@kinnehan
@borealjo

Top Tweeters in G6:
@cindyceemerson
@roknrob121
@cnn
@youranoncentral
@televisivamente
@yahoonews
@rudeatude
@vincentwight
@picsbygb
@dadofdivas

Top Tweeters in G7:
@billm9
@allan_crawshaw
@robinball1961
@dwatchnews
@wavetop
@worldincrisis1
@l82be
@john68richmond
@justmemarie2
@megw613

Top Tweeters in G8:
@rk70534
@rjstrikers
@guardian
@wwf
@wgarnews
@frygerard
@ladypoop2
@abcnews
@personalescrito
@martacarcamosc

Top Tweeters in G9:
@geegeebythesea
@nbcnews
@zenjk0
@kathylslaughter
@asbinvancity
@corbiecrow
@darthsagaswag
@thomashall17
@emilyisdeadd
@sejorg

Top Tweeters in G10:
@jurylady5
@msmwatchdog2013
@protectingterra
@morpheusbeing
@abmis0
@xskinn
@sunsplashsun
@littlesparrow9
@firemonkey991
@cyclonelizzy


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