#nativeamerican OR #nativetwitter, Twitter, 1/27/2022 3:24:30 AM, 270709


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#nativeamerican OR #nativetwitter_2022-01-26_18-33-40.xlsx
#nativeamerican OR #nativetwitter_2022-01-26_18-33-40.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 27, 2022
Short Description:
#nativeamerican OR #nativetwitter via NodeXL https://bit.ly/3ACxnQc
@peyoterecords
@recordspeyote
@indigenous_land
@usammiw
@authormichael57
@beauxbeautyblog
@justinm39846546
@indianaffairs
@danyell_dx
@this0499154500

Top hashtags:
#nativeamerican
#nativetwitter

Description:
Description
The graph represents a network of 3,717 Twitter users whose tweets in the requested range contained "#nativeamerican OR #nativetwitter", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 27 January 2022 at 02:43 UTC.

The requested start date was Thursday, 27 January 2022 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 9-day, 6-hour, 28-minute period from Thursday, 13 January 2022 at 01:01 UTC to Saturday, 22 January 2022 at 07:30 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 : 3717
Unique Edges : 1824
Edges With Duplicates : 11644
Total Edges : 13468
Number of Edge Types : 5
Retweet : 4907
MentionsInRetweet : 6029
Tweet : 1365
Mentions : 1044
Replies to : 123
Self-Loops : 1549
Reciprocated Vertex Pair Ratio : 0.00947389639185648
Reciprocated Edge Ratio : 0.0187699680511182
Connected Components : 161
Single-Vertex Connected Components : 71
Maximum Vertices in a Connected Component : 3258
Maximum Edges in a Connected Component : 12778
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 4.086242
Graph Density : 0.000362573495703707
Modularity : 0.347365
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 3,717 Twitter users whose tweets in the requested range contained "#nativeamerican OR #nativetwitter", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 27 January 2022 at 02:43 UTC.

The requested start date was Thursday, 27 January 2022 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 9-day, 6-hour, 28-minute period from Thursday, 13 January 2022 at 01:01 UTC to Saturday, 22 January 2022 at 07:30 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 : #nativeamerican OR #nativetwitter
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:
[112] http://roychaudhuri.redbubble.com/
[80] https://www.etsy.com/shop/lovealaskadesign?awc=6220_1627105764_9c8e685fab5b3ec9ceebdeac4be0f555&source=aw&utm_source=affiliate_window&utm_medium=affiliate&utm_campaign=us_location_buyer&utm_content=449241
[68] https://youtube.com/IUICLUBBOCK
[58] https://mar73.redbubble.com/
[51] https://mikebonemedia.com/audio
[40] https://www.missingkids.org/poster/NCMC/1440568/1/screen
[39] https://www.etsy.com/shop/lovealaskadesign?source=aw&utm_source=affiliate_window&utm_medium=affiliate&utm_campaign=us_location_buyer&utm_content=449241&awc=6220_1637405527_2b94dc2f08a8cd2abbbce2dca0c646e3&utm_term=0
[37] https://www.youtube.com/watch?v=EvcUQB-Ba5M&feature=youtu.be

[35] https://www.etsy.com/shop/lovealaskadesign?source=aw&utm_source=affiliate_window&utm_medium=affiliate&utm_campaign=us_location_buyer&utm_content=449241&awc=6220_1631957906_2c3b1f3c886fb45e15dcea44f5ea29e5&utm_term=0
[33] https://www.etsy.com/shop/lovealaskadesign?awc=6220_1620453141_8590dacce0390abaad7e0a69aa483c6e&source=aw&utm_source=affiliate_window&utm_medium=affiliate&utm_campaign=us_location_buyer&utm_content=449241

Top URLs in Tweet in G1:
[64] https://youtube.com/IUICLUBBOCK
[36] https://www.youtube.com/watch?v=EvcUQB-Ba5M&feature=youtu.be

[22] http://radiohistorias.eu
[15] https://www.instagram.com/accounts/login/
[14] http://roychaudhuri.redbubble.com/
[10] https://www.barnesandnoble.com/w/books/1130849102?ean=9781939844620
[10] https://www.etsy.com/listing/1114468912/blue-paua-shell-sterling-silver-ring?ref=listings_manager_grid
[10] https://opensea.io/ShawneeRising
[8] https://www.youtube.com/watch?v=5UShoJWKYVc&feature=youtu.be

[7] https://csfuqua.bandcamp.com/album/different-direction

Top URLs in Tweet in G3:
[39] https://www.missingkids.org/poster/NCMC/1440568/1/screen
[8] https://www.vvng.com/family-searching-for-missing-man-in-adelanto/?fbclid=IwAR0ICQOMLhJKeByqv_YhoocnqluFWUbuCJ403yoGYKc6ZshNby6zpA9tuV8
[5] https://www.theguardian.com/world/2022/jan/18/washington-state-system-locating-missing-indigenous-women
[1] https://www.azmirror.com/2022/01/19/native-activist-found-not-guilty-in-border-protest-after-new-arguments-on-religious-freedom-defense/
[1] https://www.afr.com/world/north-america/rio-bhp-s-seek-resolution-of-us-copper-mine-stand-off-20211129-p59cyc
[1] https://www.hcn.org/articles/south-joe-biden-bidens-herky-jerky-first-year-on-western-issues
[1] https://journals.sagepub.com/doi/full/10.1177/2158244017747016
[1] https://twitter.com/FindWorldwide/status/1482653905238609921
[1] https://twitter.com/NCTR_UM/status/1483135288562044931
[1] https://twitter.com/Falyn_Nicole/status/1483082200597864452

Top URLs in Tweet in G4:
[21] https://www.etsy.com/shop/lovealaskadesign?awc=6220_1627105764_9c8e685fab5b3ec9ceebdeac4be0f555&source=aw&utm_source=affiliate_window&utm_medium=affiliate&utm_campaign=us_location_buyer&utm_content=449241
[11] https://www.etsy.com/shop/lovealaskadesign?source=aw&utm_source=affiliate_window&utm_medium=affiliate&utm_campaign=us_location_buyer&utm_content=449241&awc=6220_1637405527_2b94dc2f08a8cd2abbbce2dca0c646e3&utm_term=0
[10] https://www.etsy.com/shop/lovealaskadesign?awc=6220_1621058471_dee21aaddfd491d0667f6164e9393155&source=aw&utm_source=affiliate_window&utm_medium=affiliate&utm_campaign=us_location_buyer&utm_content=449241
[10] https://www.etsy.com/shop/lovealaskadesign?source=aw&utm_source=affiliate_window&utm_medium=affiliate&utm_campaign=us_location_buyer&utm_content=449241&awc=6220_1633775012_4379848bb2d2ec6c1400b85f3e772bd6&utm_term=0
[10] https://www.etsy.com/shop/lovealaskadesign?awc=6220_1620453141_8590dacce0390abaad7e0a69aa483c6e&source=aw&utm_source=affiliate_window&utm_medium=affiliate&utm_campaign=us_location_buyer&utm_content=449241
[10] https://www.etsy.com/shop/lovealaskadesign?source=aw&utm_source=affiliate_window&utm_medium=affiliate&utm_campaign=us_location_buyer&utm_content=449241&awc=6220_1631957906_2c3b1f3c886fb45e15dcea44f5ea29e5&utm_term=0
[8] https://www.twitch.tv/the_krimson_king
[4] https://www.gofundme.com/f/sarah-jones-reports-presents-seen-heard?member=14991979&sharetype=teams&utm_campaign=p_na+share-sheet&utm_medium=copy_link&utm_source=customer
[4] https://www.naniuupdesigns.com/
[4] https://www.youtube.com/watch?v=EkM88GnQN8M&feature=youtu.be


Top URLs in Tweet in G5:
[57] https://mar73.redbubble.com/
[14] https://www.independentauthornetwork.com/nina-romano.html
[14] https://www.amazon.com/Her-Heart-Mary-Schmidt-ebook/dp/B09CP2C1LK/
[11] https://www.amazon.com/gp/aw/d/B008BVG8UQ/ref=dbs_a_w_dp_b008bvg8uq
[9] https://amazon.com/dp/1645405397
[5] https://fromdogtowolf.com/
[5] https://www.redbubble.com/i/floor-pillow/Turquoise-Pattern-Native-American-Style-by-mar73/51434187.TMTL5?asc=u
[5] https://www.redbubble.com/i/iphone-skin/Turquoise-Pattern-Native-American-Style-by-mar73/51434187.62NBT?asc=u
[4] https://www.barnesandnoble.com/w/meet-me-in-maine-susanne-leist/1139666941?ean=2940162547068
[4] https://www.kobo.com/us/en/ebook/meet-me-in-maine-book-one-of-the-blue-harbor-series

Top URLs in Tweet in G6:
[54] https://www.etsy.com/shop/lovealaskadesign?awc=6220_1627105764_9c8e685fab5b3ec9ceebdeac4be0f555&source=aw&utm_source=affiliate_window&utm_medium=affiliate&utm_campaign=us_location_buyer&utm_content=449241
[24] https://www.etsy.com/shop/lovealaskadesign?source=aw&utm_source=affiliate_window&utm_medium=affiliate&utm_campaign=us_location_buyer&utm_content=449241&awc=6220_1637405527_2b94dc2f08a8cd2abbbce2dca0c646e3&utm_term=0
[24] https://www.etsy.com/shop/lovealaskadesign?source=aw&utm_source=affiliate_window&utm_medium=affiliate&utm_campaign=us_location_buyer&utm_content=449241&awc=6220_1631957906_2c3b1f3c886fb45e15dcea44f5ea29e5&utm_term=0
[23] https://www.paypal.com/paypalme/nativepride2021
[19] https://www.etsy.com/shop/lovealaskadesign?awc=6220_1621058471_dee21aaddfd491d0667f6164e9393155&source=aw&utm_source=affiliate_window&utm_medium=affiliate&utm_campaign=us_location_buyer&utm_content=449241
[19] https://www.etsy.com/shop/lovealaskadesign?awc=6220_1620453141_8590dacce0390abaad7e0a69aa483c6e&source=aw&utm_source=affiliate_window&utm_medium=affiliate&utm_campaign=us_location_buyer&utm_content=449241
[18] https://www.etsy.com/shop/lovealaskadesign?source=aw&utm_source=affiliate_window&utm_medium=affiliate&utm_campaign=us_location_buyer&utm_content=449241&awc=6220_1633775012_4379848bb2d2ec6c1400b85f3e772bd6&utm_term=0
[15] https://beauxbeautyblog.com/not-your-costume-yes-youre-racist-af/
[9] https://bizaanideewin.com/
[7] https://www.instagram.com/CJTcollection

Top URLs in Tweet in G7:
[4] https://nativespiritsshop.com/nbif
[2] https://nativespiritsshop.com/lst
[1] https://www.awesomeanimalslovershop.com/stores/native
[1] https://www.nbcnews.com/news/asian-america/nj-mandates-teaching-asian-american-pacific-islander-history-schools-rcna12637?utm_source=facebook&utm_medium=news_tab
[1] https://www.youtube.com/watch?v=_t284BWzdXk&feature=youtu.be

[1] https://www.mcalesternews.com/news/state/choctaw-nation-appoints-first-full-time-district-judge/article_e5002079-abb8-507d-910d-3b4b789e447e.html
[1] https://twitter.com/TawniVixen4/status/1483970297707565057
[1] https://twitter.com/TawniVixen4/status/1483934818022965249
[1] https://www.vvng.com/family-searching-for-missing-man-in-adelanto/?fbclid=IwAR0ICQOMLhJKeByqv_YhoocnqluFWUbuCJ403yoGYKc6ZshNby6zpA9tuV8
[1] https://mikebonemedia.com/audio

Top URLs in Tweet in G8:
[3] https://www.etsy.com/shop/lovealaskadesign?awc=6220_1627105764_9c8e685fab5b3ec9ceebdeac4be0f555&source=aw&utm_source=affiliate_window&utm_medium=affiliate&utm_campaign=us_location_buyer&utm_content=449241
[2] https://twitter.com/ritualdumpster/status/1459583856512835588
[2] https://www.etsy.com/shop/lovealaskadesign?source=aw&utm_source=affiliate_window&utm_medium=affiliate&utm_campaign=us_location_buyer&utm_content=449241&awc=6220_1637405527_2b94dc2f08a8cd2abbbce2dca0c646e3&utm_term=0
[2] https://www.paypal.com/paypalme/nativepride2021
[2] https://twitter.com/NDNDIO/status/1481379794981904386
[1] https://twitter.com/magpiesketches/status/1481413336033947649
[1] https://www.gofundme.com/f/help-shane-get-a-reliable-vehicle?utm_campaign=p_nacp+share-sheet&utm_medium=social&utm_source=twitter
[1] https://www.youtube.com/watch?v=TfomLCeHVf4&feature=youtu.be

[1] https://www.paypal.com/paypalme/baapimakwa
[1] https://twitter.com/NDNDIO/status/1481380609431797760

Top URLs in Tweet in G9:
[1] https://mysticalmetis.ca/shop/ols/products/bear-hoodie
[1] https://www.cbc.ca/news/canada/edmonton/alberta-first-nation-child-welfare-1.6309002?cmp=rss

Top URLs in Tweet in G10:
[1] https://lyrictheatreokc.com/shows/distant-thunder/?utm_content=bufferd09b6&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.youtube.com/watch?v=35HGCVkVpPg&utm_content=buffer82eba&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

[1] https://indiancountrytoday.com/news/design-chosen-for-wilma-mankiller-coin?utm_content=buffer3f515&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.indianz.com/News/2022/01/04/gaylord-news-indian-child-welfare-act-in-limbo-amid-high-stakes-challenge/?utm_content=buffer04f3e&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://businesshala.com/catholic-dioceses-investigate-their-role-in-boarding-schools-for-native-americans/?utm_content=bufferf153c&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.kuow.org/stories/salmon-should-have-legal-rights-says-sauk-suiattle-tribe?utm_content=bufferdb6ad&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://crosscut.com/equity/2022/01/wa-troopers-still-more-likely-pull-over-native-american-drivers?utm_content=buffer4f9c3&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.smh.com.au/culture/books/time-of-reckoning-for-a-native-american-woman-20220103-p59lix.html?utm_content=buffer64fe2&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.seattletimes.com/business/as-miners-chase-clean-energy-minerals-across-the-west-tribes-fear-a-repeat-of-the-past/?utm_content=buffer444db&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.ama-assn.org/education/medical-school-diversity/new-effort-help-native-american-pre-meds-pursue-physician-dreams?utm_content=buffere8f6d&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top Domains
Top Domains in Tweet in Entire Graph:
[398] youtube.com
[368] etsy.com
[231] twitter.com
[209] redbubble.com
[61] amazon.com
[58] mikebonemedia.com
[45] twitch.tv
[41] missingkids.org
[37] instagram.com
[31] ebay.com

Top Domains in Tweet in G1:
[274] youtube.com
[76] twitter.com
[49] etsy.com
[29] ebay.com
[28] redbubble.com
[22] radiohistorias.eu
[21] instagram.com
[17] twitch.tv
[13] opensea.io
[10] barnesandnoble.com

Top Domains in Tweet in G3:
[40] missingkids.org
[8] twitter.com
[8] vvng.com
[5] theguardian.com
[2] etsy.com
[1] azmirror.com
[1] afr.com
[1] hcn.org
[1] sagepub.com
[1] youtube.com

Top Domains in Tweet in G4:
[86] twitter.com
[72] etsy.com
[22] youtube.com
[11] tiktok.com
[8] twitch.tv
[6] gofundme.com
[6] redbubble.com
[4] naniuupdesigns.com
[4] cbc.ca
[4] bizaanideewin.com

Top Domains in Tweet in G5:
[75] redbubble.com
[49] amazon.com
[14] independentauthornetwork.com
[14] etsy.com
[7] fromdogtowolf.com
[4] barnesandnoble.com
[4] kobo.com
[4] embannock.com
[3] blogspot.com
[3] peyoterecords.com

Top Domains in Tweet in G6:
[158] etsy.com
[23] paypal.com
[15] beauxbeautyblog.com
[9] bizaanideewin.com
[7] instagram.com
[2] twitter.com
[2] awin1.com
[2] paypal.me
[1] vancouversun.com
[1] nodexlgraphgallery.org

Top Domains in Tweet in G7:
[6] nativespiritsshop.com
[2] twitter.com
[1] awesomeanimalslovershop.com
[1] nbcnews.com
[1] youtube.com
[1] mcalesternews.com
[1] vvng.com
[1] mikebonemedia.com

Top Domains in Tweet in G8:
[7] twitter.com
[6] etsy.com
[3] paypal.com
[1] gofundme.com
[1] youtube.com

Top Domains in Tweet in G9:
[1] mysticalmetis.ca
[1] cbc.ca

Top Domains in Tweet in G10:
[5] youtube.com
[2] indiancountrytoday.com
[1] lyrictheatreokc.com
[1] indianz.com
[1] businesshala.com
[1] kuow.org
[1] crosscut.com
[1] com.au
[1] seattletimes.com
[1] ama-assn.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2670] nativeamerican
[1429] nativetwitter
[472] indigenous
[455] nativeamericans
[342] native
[287] christophercolumbus
[243] ghostdance
[232] rainbowwarrior
[220] codetalker
[218] beadwork



Top Hashtags in Tweet in G1:
[1058] nativeamerican
[243] ghostdance
[232] rainbowwarrior
[220] codetalker
[198] spiritwalker
[181] gurdianangel
[167] art
[154] nativepride
[147] algorithmicpoetry
[142] codecalligraphy

Top Hashtags in Tweet in G2:
[248] christophercolumbus
[95] nativetwitter
[93] indigenousthoughts
[9] indigenous
[8] indianwars
[2] nativeamerican
[1] nativeamericanheritagemonth
[1] native
[1] columbus
[1] nativegenocide

Top Hashtags in Tweet in G3:
[130] mmiw
[62] nativetwitter
[61] nativeamerican
[60] mmiwg
[54] mmiwusa
[39] ncmec
[35] removewhitesokka
[35] nopretendian
[26] missing
[19] mmipalert

Top Hashtags in Tweet in G4:
[438] nativetwitter
[134] nativeamerican
[86] indigenous
[69] nativeamericans
[57] native
[38] landback
[31] beadwork
[30] usa
[26] twitch
[25] cannabis

Top Hashtags in Tweet in G5:
[249] nativeamerican
[157] rna
[65] native
[64] nativetwitter
[64] romance
[57] indigenous
[50] designs
[47] western
[25] author
[19] historicalfiction

Top Hashtags in Tweet in G6:
[281] nativetwitter
[170] beadwork
[104] nativemade
[100] buynative
[98] firstnations
[91] alaskanative
[57] statimc
[57] unangax
[57] aleut
[43] decolonize

Top Hashtags in Tweet in G7:
[359] nativeamerican
[274] nativeamericans
[144] nativetwitter
[130] native
[29] christophercolumbus
[21] nativeamwisdom
[17] nativecouple
[16] art
[13] native3rd
[13] angellikefire

Top Hashtags in Tweet in G8:
[101] mutualaidrequest
[27] nativetwitter
[17] nativeamerican
[13] settlersaturday
[12] transcrowdfund
[8] mutualaid
[7] gofundme
[7] beadwork
[6] nativetipjar
[5] helpinghand

Top Hashtags in Tweet in G9:
[41] nativeamerican
[14] mitchplease
[13] clydebellecourt
[7] nativetwitter
[5] christophercolumbus
[4] indigenousthoughts
[4] nativeamericans
[4] rize
[4] warriors
[2] native

Top Hashtags in Tweet in G10:
[37] nativeamerican
[30] violenceagainstwomenact
[25] angelinajolie
[19] indigenous
[17] everythingback
[16] wilmamankiller
[16] cherokee
[14] indiancountry
[12] justice
[10] protecticwa

Top Words
Top Words in Tweet in Entire Graph:
[2670] #nativeamerican
[1429] #nativetwitter
[739] missing
[504] native
[478] #indigenous
[455] #nativeamericans
[453] help
[453] #native
[434] shop
[408] know

Top Words in Tweet in G1:
[1058] #nativeamerican
[243] #ghostdance
[232] #rainbowwarrior
[226] subscribe
[220] #codetalker
[212] share
[209] iuic
[198] #spiritwalker
[185] native
[181] #gurdianangel

Top Words in Tweet in G2:
[344] indigenous_land
[257] know
[249] world
[248] many
[248] parts
[248] #christophercolumbus
[248] introduced
[248] hero
[248] discovering
[248] americas

Top Words in Tweet in G3:
[600] missing
[332] usammiw
[130] #mmiw
[110] age
[97] 2022
[93] last
[93] old
[90] hair
[88] 14
[87] brown

Top Words in Tweet in G4:
[438] #nativetwitter
[134] #nativeamerican
[107] beauxbeautyblog
[87] #indigenous
[84] shop
[69] #nativeamericans
[66] please
[60] native
[60] free
[57] #native

Top Words in Tweet in G5:
[249] #nativeamerican
[164] love
[160] romance
[157] 99
[157] #rna
[157] dare
[157] hope
[157] once
[157] happen
[157] aaron

Top Words in Tweet in G6:
[281] #nativetwitter
[181] shop
[170] #beadwork
[120] beauxbeautyblog
[111] available
[110] shipping
[104] #nativemade
[100] #buynative
[98] #firstnations
[92] please

Top Words in Tweet in G7:
[359] #nativeamerican
[274] #nativeamericans
[162] native3rd
[144] #nativetwitter
[132] #native
[125] nativeamwisdom
[109] nativesspirit36
[93] native______
[74] dailynative1
[69] angellikefire

Top Words in Tweet in G8:
[120] need
[102] help
[101] #mutualaidrequest
[93] #native
[93] feel
[92] came
[92] covid
[92] positive
[92] groceries
[92] diapers

Top Words in Tweet in G9:
[138] journey
[138] life
[70] year
[69] honored
[69] blessed
[69] path
[69] another
[68] justinm39846546
[41] #nativeamerican
[20] american

Top Words in Tweet in G10:
[82] indianaffairs
[37] #nativeamerican
[30] #violenceagainstwomenact
[28] act
[27] women
[25] fight
[25] nnedv
[25] #angelinajolie
[25] senate
[25] sponsors

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[349] usammiw,missing
[290] know,many
[288] many,parts
[288] parts,world
[287] world,#christophercolumbus
[287] #christophercolumbus,introduced
[287] introduced,hero
[287] hero,discovering
[287] discovering,americas
[264] indigenous_land,know

Top Word Pairs in Tweet in G1:
[232] #ghostdance,#rainbowwarrior
[217] #rainbowwarrior,#codetalker
[196] #codetalker,#spiritwalker
[181] #spiritwalker,#gurdianangel
[164] #gurdianangel,#nativeamerican
[149] #nativeamerican,#nativepride
[137] #nativepride,#art
[130] iuic,#lubbock
[120] subscribe,iuic
[120] #lubbock,#youtube

Top Word Pairs in Tweet in G2:
[248] know,many
[248] many,parts
[248] parts,world
[248] world,#christophercolumbus
[248] #christophercolumbus,introduced
[248] introduced,hero
[248] hero,discovering
[248] discovering,americas
[245] indigenous_land,know
[245] americas,wan

Top Word Pairs in Tweet in G3:
[313] usammiw,missing
[69] south,dakota
[64] last,seen
[63] years,old
[58] #mmiw,#mmiwg
[58] hair,brown
[56] city,ok
[54] age,14
[53] missing,ariana
[51] 605,394

Top Word Pairs in Tweet in G4:
[42] free,shipping
[41] beauxbeautyblog,decolonize
[39] #nativetwitter,#nativeamerican
[32] available,shop
[31] please,check
[31] check,shop
[31] shop,free
[30] #nativetwitter,#landback
[25] #nativetwitter,#indigenous
[25] #nativetwitter,#beadwork

Top Word Pairs in Tweet in G5:
[157] 99,#rna
[157] #rna,dare
[157] dare,hope
[157] hope,love
[157] love,once
[157] once,romance
[157] romance,happen
[157] happen,aaron
[157] aaron,break
[157] break,walls

Top Word Pairs in Tweet in G6:
[81] free,shipping
[78] shipping,#nativetwitter
[77] #nativetwitter,#beadwork
[69] please,check
[69] check,shop
[67] #alaskanative,#firstnations
[62] available,shop
[58] shop,free
[55] #unangax,#aleut
[54] land,back

Top Word Pairs in Tweet in G7:
[150] #nativeamerican,#nativeamericans
[68] #nativeamericans,#nativeamerican
[61] native3rd,nativeamwisdom
[57] #nativeamerican,#native
[57] #nativeamerican,#nativetwitter
[46] nativeamwisdom,native3rd
[45] angellikefire,#nativeamerican
[44] yes,#nativeamerican
[37] #nativetwitter,#nativeamerican
[36] #native,#nativeamericans

Top Word Pairs in Tweet in G8:
[92] came,covid
[92] covid,positive
[92] positive,need
[92] need,help
[92] help,groceries
[92] groceries,diapers
[92] diapers,supplies
[92] supplies,feel
[92] feel,shit
[92] shit,#mutualaidrequest

Top Word Pairs in Tweet in G9:
[69] journey,life
[69] life,life
[69] life,journey
[69] journey,honored
[69] honored,blessed
[69] blessed,path
[69] path,another
[69] another,year
[68] justinm39846546,journey
[14] #mitchplease,7th

Top Word Pairs in Tweet in G10:
[25] act,nnedv
[25] nnedv,#angelinajolie
[25] #angelinajolie,senate
[25] senate,sponsors
[25] sponsors,#violenceagainstwomenact
[25] #violenceagainstwomenact,reauthorization
[25] reauthorization,ask
[25] ask,senators
[24] indianaffairs,act
[16] #wilmamankiller,quarter

Top Replied-To
Top Replied-To in Entire Graph:
@sandiawisdom
@lakotaman1
@secdebhaaland
@nativetatanka
@teslaaibot
@wirelesshogan
@carlahu2017
@amerindiannyc
@jeremiahchavis3
@realsophiarobot

Top Replied-To in G1:
@sandiawisdom
@realsophiarobot
@teslaaibot
@realjameswoods0

Top Replied-To in G3:
@natcounterpunch
@highcountrynews
@brophynac

Top Replied-To in G4:
@yellowstone
@modernwest
@7genvoices
@theoklaproject

Top Replied-To in G5:
@paulahouseman
@raellelogan1

Top Replied-To in G6:
@royalbcmuseum

Top Replied-To in G7:
@proud_natives

Top Replied-To in G9:
@kahi_kumu
@melaniejoly
@marshablackburn
@terri_ainley

Top Replied-To in G10:
@marvel

Top Mentioned
Top Mentioned in Entire Graph:
@indigenous_land
@usammiw
@beauxbeautyblog
@native3rd
@mikebonemusic
@authormichael57
@nativeamwisdom
@nativesspirit36
@indianaffairs
@vectorsigma1492

Top Mentioned in G1:
@vectorsigma1492
@realsophiarobot
@the_rezdog
@sandiawisdom
@native_scholars
@nativepathways
@csfuqua
@joycetherobot1
@renaissancefai
@royesfab

Top Mentioned in G2:
@indigenous_land
@miguelcalabria3
@proud_natives
@gardbrukerne
@projnativehope
@collegefund

Top Mentioned in G3:
@usammiw
@7genvoices
@hart7405
@diegotinoco
@bandbmissing
@michaelvnixon
@ari
@avatarnews_
@gurlgeekinfl
@protectoakflat

Top Mentioned in G4:
@beauxbeautyblog
@prophetmoses420
@thekrims0nking
@usammiw
@mysticalmetis
@j_alan_jones
@intothewild60
@nicoa_aging
@rainorfine
@alzassociation

Top Mentioned in G5:
@authormichael57
@mar73_designs
@ninsthewriter
@susanneleist
@ggcollins1
@palmstrading
@ingrida11065959
@embannock
@ian_authorpromo
@annabellucas8

Top Mentioned in G6:
@beauxbeautyblog
@indigimess
@bimbojjk
@cpscorruptionn
@darewokicunzeg1
@macdaddycj
@piwdono
@shannonbaker
@darienalexis3
@riversideusd

Top Mentioned in G7:
@native3rd
@nativeamwisdom
@nativesspirit36
@native______
@dailynative1
@angellikefire
@proud_natives
@native_today
@indigenous_land
@naisa__

Top Mentioned in G8:
@danyell_dx
@ritualdumpster
@baapimakwa
@darthsienna
@amakawee
@anaaatsa
@beauxbeautyblog
@ndndio
@cpscorruptionn
@bannockbumbitch

Top Mentioned in G9:
@justinm39846546
@carrielaguna
@peacenotwar786
@indigenous_land
@turtleislandna1
@native3rd
@chiefsharpnoise
@davidso24206464
@chitkwesumanetu
@chiefstonefox

Top Mentioned in G10:
@indianaffairs
@nnedv
@cherokeenation
@harvardmed
@forbesunder30
@iowatribeofksne
@chuckhoskin_jr
@nativeame
@pulitzerprizes
@chatt_lerdrich

Top Tweeters
Top Tweeters in Entire Graph:
@paul_cude
@kayemenner
@streamerwall
@robinsnewswire
@chidambara09
@alhanda
@nblackthorne
@edinburghwatch
@johnroseputnam
@streamer_boost

Top Tweeters in G1:
@edinburghwatch
@artificialbra1n
@jfsebastian146
@helperstream
@vtubertweeter
@areck0001
@tammytu78097268
@oteachjohn
@live_kitsune
@tamashial

Top Tweeters in G2:
@kikichen1014
@inforenique
@ticgran
@barretoj32
@anne_tappe
@lebalzin
@anarcho
@mdp4202
@divakarssathya
@franksowa1

Top Tweeters in G3:
@starfortress
@mabsynthe
@kimwillful
@janzaxbee
@ilarose
@05bih
@destroy_alec
@conceptengager
@that__girl__sam
@rudeatude

Top Tweeters in G4:
@blackbiz2020
@twitchsie
@andrewmorrisuk
@unclebeeola
@rodriguez_linda
@iambhymbo
@larideshareguy
@nationalpost
@pascosheriff
@hanjangho76

Top Tweeters in G5:
@paul_cude
@alhanda
@nblackthorne
@johnroseputnam
@bridgittelesley
@bella623
@raymond_norman
@judehaste_write
@susanneleist
@hirogallery

Top Tweeters in G6:
@foxnews
@mentalhealthbo5
@mvgal92691
@xodani_x3
@vampirecherrie
@inoru42
@daniellegembala
@jodikoberinski
@tiredinor4now
@sickfemme

Top Tweeters in G7:
@robinmcouch
@cultiv8hope
@smilenewa
@nokomaq
@dontbeinsane_
@roadkingrider2
@vjseymour
@lisazucker3
@immici
@katemcclelland7

Top Tweeters in G8:
@ebthen
@toastdotmp3
@lenasabrewing
@steeliestllama
@surroundedbyper
@polypearis
@natalynicole_
@whoisjjcarr
@sweetnawful
@odetomedusa

Top Tweeters in G9:
@billm9
@russelltim151
@charismaalasta1
@dawnroseturner
@nytimes
@giu_fabiana
@latimes
@rt_russian
@wsj
@sergabo1

Top Tweeters in G10:
@kimpy123
@sprbrighting
@bigforkgirl
@palomacreative
@zenjk0
@toastiewiththe
@carrietobey
@nhl
@sierraclub
@postopinions