#nativeamerican OR #nativetwitter, Twitter, 1/20/2022 3:06:53 AM, 270315


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#nativeamerican OR #nativetwitter_2022-01-19_18-33-40.xlsx
#nativeamerican OR #nativetwitter_2022-01-19_18-33-40.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 20, 2022
Short Description:
#nativeamerican OR #nativetwitter via NodeXL https://bit.ly/3AfIjTS
@peyoterecords
@recordspeyote
@indigenous_land
@usammiw
@darewokicunzeg1
@authormichael57
@noataorc
@seqsort
@beauxbeautyblog
@cherokeenation

Top hashtags:
#nativeamerican
#nativetwitter

Description:
Description
The graph represents a network of 4,352 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, 20 January 2022 at 02:43 UTC.

The requested start date was Thursday, 20 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, 18-hour, 9-minute period from Sunday, 09 January 2022 at 13:52 UTC to Wednesday, 19 January 2022 at 08:02 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 : 4352
Unique Edges : 1977
Edges With Duplicates : 13506
Total Edges : 15483
Number of Edge Types : 5
Retweet : 5757
MentionsInRetweet : 6863
Mentions : 1313
Tweet : 1427
Replies to : 123
Self-Loops : 1623
Reciprocated Vertex Pair Ratio : 0.00703209520375045
Reciprocated Edge Ratio : 0.0139659803043867
Connected Components : 159
Single-Vertex Connected Components : 62
Maximum Vertices in a Connected Component : 3900
Maximum Edges in a Connected Component : 14825
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 4.432145
Graph Density : 0.000294947831465383
Modularity : 0.341795
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 4,352 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, 20 January 2022 at 02:43 UTC.

The requested start date was Thursday, 20 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, 18-hour, 9-minute period from Sunday, 09 January 2022 at 13:52 UTC to Wednesday, 19 January 2022 at 08:02 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:
[152] http://roychaudhuri.redbubble.com/
[79] 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
[50] 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
[46] https://mar73.redbubble.com/
[44] 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
[43] 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
[40] https://youtube.com/IUICLUBBOCK
[37] https://www.youtube.com/watch?v=EvcUQB-Ba5M&feature=youtu.be

[36] 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
[31] https://newmexiconomad.com/the-pueblo-revolt-of-1680/

Top URLs in Tweet in G1:
[152] http://roychaudhuri.redbubble.com/
[37] https://youtube.com/IUICLUBBOCK
[35] https://www.youtube.com/watch?v=EvcUQB-Ba5M&feature=youtu.be

[24] https://www.etsy.com/listing/1114468912/blue-paua-shell-sterling-silver-ring?ref=listings_manager_grid
[15] https://www.instagram.com/accounts/login/
[14] https://www.etsy.com/listing/1112365807/navajo-sterling-turquoise-coral-cuff-nc?ref=listings_manager_grid
[13] https://www.etsy.com/shop/FarRiderWest
[10] https://www.youtube.com/watch?v=5UShoJWKYVc&feature=youtu.be

[10] http://radiohistorias.eu
[9] https://csfuqua.bandcamp.com/album/different-direction

Top URLs in Tweet in G2:
[57] 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
[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_1633775012_4379848bb2d2ec6c1400b85f3e772bd6&utm_term=0
[33] 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
[32] 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
[25] 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
[23] https://www.paypal.com/paypalme/nativepride2021
[22] https://bizaanideewin.com/
[17] 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
[15] https://beauxbeautyblog.com/not-your-costume-yes-youre-racist-af/
[3] https://www.mysticalmetis.ca

Top URLs in Tweet in G3:
[3] https://www.vvng.com/family-searching-for-missing-man-in-adelanto/?fbclid=IwAR0ICQOMLhJKeByqv_YhoocnqluFWUbuCJ403yoGYKc6ZshNby6zpA9tuV8
[2] https://bizaanideewin.com/
[1] https://atg.sd.gov/LawEnforcement/missingpersons/default.aspx?fbclid=IwAR0doyqHpJQ-ye40IPQURzKucNKsVhb-KUb3_eIzq9AlvOMkf5Qrj6TF2_U
[1] https://www.missingkids.org/poster/NCMC/1440417/1/screen
[1] https://www.missingkids.org/poster/USNY/45806/1/screen
[1] https://www.missingkids.org/poster/NCMC/1439918/1/screen
[1] https://www.youtube.com/watch?v=z_ebAzSnzk0&feature=youtu.be

[1] https://twitter.com/honeybeesyrup/status/1428816014091952131
[1] https://twitter.com/omegaincyber/status/1429205660676153345
[1] https://twitter.com/Angrynuwupotato/status/1474162487117246466

Top URLs in Tweet in G4:
[1] http://www.revistarelaciones.com/index.php/relaciones/article/view/316/html

Top URLs in Tweet in G5:
[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?awc=6220_1620453141_8590dacce0390abaad7e0a69aa483c6e&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_1631957906_2c3b1f3c886fb45e15dcea44f5ea29e5&utm_term=0
[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
[9] https://www.twitch.tv/the_krimson_king
[5] https://www.twitch.tv/exox2ne1
[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/

Top URLs in Tweet in G6:
[45] https://mar73.redbubble.com/
[25] https://www.amazon.com/Her-Heart-Mary-Schmidt-ebook/dp/B09CP2C1LK/
[15] https://www.independentauthornetwork.com/nina-romano.html
[9] https://www.redbubble.com/i/throw-pillow/Turquoise-Pattern-Native-American-Style-by-mar73/51434187.5X2YF?asc=u
[9] https://www.redbubble.com/i/throw-pillow/Orange-Black-and-Turquoise-Pattern-Native-American-Style-by-mar73/94060912.5X2YF?asc=u
[9] https://www.amazon.com/gp/aw/d/B008BVG8UQ/ref=dbs_a_w_dp_b008bvg8uq
[8] https://www.barnesandnoble.com/w/meet-me-in-maine-susanne-leist/1139666941?ean=2940162547068
[8] https://www.kobo.com/us/en/ebook/meet-me-in-maine-book-one-of-the-blue-harbor-series
[8] https://amazon.com/dp/1645405397
[7] https://www.amazon.com/Meet-Me-Maine-Book-Harbor-ebook/dp/B0972C155B/ref=sr_1_1011?crid=3L9CL2H3H805X&dchild=1&keywords=paranormal+%26+urban+fantasy&qid=1626453808&refinements=p_72:1248987011,p_n_feature_nine_browse-bin:3291437011,p_n_date:1249101011&rnid=1249099011&s=digital-text&sprefix=paranormal+%26+U,digital-text,197&sr=1-1011

Top URLs in Tweet in G7:
[31] https://mikebonemedia.com/audio
[22] https://www.youtube.com/watch?v=bPgovAtKCuY&feature=youtu.be

[20] http://radiohistorias.eu
[16] https://www.youtube.com/mikebonemusic?app=desktop
[10] https://mikebonemedia.com/store
[9] https://www.youtube.com/watch?v=cI_4QCQ22ZM&feature=youtu.be

[8] https://www.twitch.tv/donutfromtheuniverse
[7] https://www.twitch.tv/exox2ne1
[7] https://www.youtube.com/watch?v=bEacUKW5RvU&feature=youtu.be

[7] https://www.youtube.com/watch?v=vmvCwO6MYU4&feature=youtu.be


Top URLs in Tweet in G8:
[3] https://collegefund.org/students/pendleton-contest/
[2] https://collegefundconnect.peoplegrove.com/hub/collegefund/job/detail/ndn-collective-several-open-positions-qdz9np
[2] https://www.hollywoodreporter.com/tv/tv-features/hawkeye-alaqua-cox-marvel-echo-1235044561/?fbclid=IwAR1KTnkIbwqxDlzY-vH8HO5JrlFui708FqV08da13_yJb-MYV8NNU8OYlx8
[2] https://collegefundconnect.peoplegrove.com/hub/collegefund/job/detail/peabody-essex-museum-native-american-summer-fellowship-naf-program-eshdysd
[2] https://www.minnpost.com/metro/2021/12/why-a-northern-minnesota-tribal-college-is-expanding-in-minneapolis/?fbclid=IwAR3w-7KVO1WnDxqXWbsweA0ZTfz-v7DMmfR52gbXzKit2-YYnezgaHqcDpY
[2] https://collegefundconnect.peoplegrove.com/hub/collegefund/job/detail/summer-health-professions-education-programs-summer-health-professions-education-program-b8cx6q
[2] https://www.eventbrite.com/e/she-speaks-an-evening-of-indigenous-poetry-and-conversation-registration-210147355397?fbclid=IwAR0HWXPTiW4UCmGAuSI6ACjWZZRwdFrhaoUMjVo7_ynm_vKitSiFBr6bUsg
[2] https://www.aises.org/scholarships/2022-ls-travel
[2] https://us06web.zoom.us/webinar/register/WN_f4YlVtoqTW-RVlopL4SSIQ
[2] https://nafoa.org/institute/career_basics/register?utm_source=Nafoa+Mailing+List&utm_campaign=8b54b38e4b-newsletter-01102022&utm_medium=email&utm_term=0_dcdb537bb2-8b54b38e4b-58515235&ct=t(newsletter-01102022)&mc_cid=8b54b38e4b&mc_eid=aeb6b0165a

Top URLs in Tweet in G9:
[6] http://sites.google.com/view/durangocide-com/home

Top URLs in Tweet in G10:
[7] http://sites.google.com/view/durangocide-com/home

Top Domains
Top Domains in Tweet in Entire Graph:
[414] etsy.com
[390] youtube.com
[250] redbubble.com
[241] twitter.com
[78] amazon.com
[46] ebay.com
[44] mikebonemedia.com
[39] twitch.tv
[37] newmexiconomad.com
[30] instagram.com

Top Domains in Tweet in G1:
[281] youtube.com
[170] redbubble.com
[98] etsy.com
[74] twitter.com
[44] ebay.com
[17] instagram.com
[12] bandcamp.com
[10] tiktok.com
[10] radiohistorias.eu
[9] wordpress.com

Top Domains in Tweet in G2:
[203] etsy.com
[23] paypal.com
[22] bizaanideewin.com
[15] beauxbeautyblog.com
[8] twitter.com
[6] mysticalmetis.ca
[5] cbc.ca
[2] moreonmyplate.com
[2] awin1.com
[2] gofundme.com

Top Domains in Tweet in G3:
[7] twitter.com
[3] missingkids.org
[3] vvng.com
[2] bizaanideewin.com
[1] sd.gov
[1] youtube.com
[1] etsy.com
[1] snopes.com
[1] publicnewsservice.org

Top Domains in Tweet in G4:
[1] revistarelaciones.com

Top Domains in Tweet in G5:
[107] twitter.com
[74] etsy.com
[15] tiktok.com
[14] twitch.tv
[13] youtube.com
[7] gofundme.com
[6] redbubble.com
[4] amazon.com
[4] naniuupdesigns.com
[3] spotify.com

Top Domains in Tweet in G6:
[73] redbubble.com
[65] amazon.com
[15] independentauthornetwork.com
[13] etsy.com
[8] barnesandnoble.com
[8] kobo.com
[8] fromdogtowolf.com
[3] blogspot.com
[2] mybook.to
[1] embannock.com

Top Domains in Tweet in G7:
[65] youtube.com
[44] mikebonemedia.com
[20] radiohistorias.eu
[15] twitch.tv
[5] nativespiritsshop.com
[2] instagram.com
[1] cbc.ca
[1] twitter.com

Top Domains in Tweet in G8:
[7] peoplegrove.com
[4] youtube.com
[3] collegefund.org
[3] twitter.com
[2] hollywoodreporter.com
[2] minnpost.com
[2] eventbrite.com
[2] aises.org
[2] zoom.us
[2] nafoa.org

Top Domains in Tweet in G9:
[6] google.com

Top Domains in Tweet in G10:
[7] google.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2723] nativeamerican
[1776] nativetwitter
[545] nativeamericans
[488] indigenous
[317] native
[288] ghostdance
[279] christophercolumbus
[276] rainbowwarrior
[261] codetalker
[250] rna



Top Hashtags in Tweet in G1:
[1154] nativeamerican
[287] ghostdance
[275] rainbowwarrior
[260] codetalker
[235] spiritwalker
[209] gurdianangel
[185] art
[179] nativepride
[167] algorithmicpoetry
[164] codecalligraphy

Top Hashtags in Tweet in G2:
[414] nativetwitter
[176] beadwork
[104] mutualaidrequest
[100] buynative
[99] alaskanative
[98] nativemade
[92] firstnations
[52] statimc
[52] unangax
[52] aleut

Top Hashtags in Tweet in G3:
[96] nativetwitter
[87] mmiw
[54] mmiwusa
[37] removewhitesokka
[37] nopretendian
[27] mmiwg
[16] representationmatters
[15] mmipalert
[15] sacramento
[14] unidentified

Top Hashtags in Tweet in G4:
[240] christophercolumbus
[149] nativetwitter
[141] indigenousthoughts
[18] indigenous
[6] indianwars
[5] indians
[5] firstnations
[4] nativeamericans
[4] nativeamerican
[2] natives

Top Hashtags in Tweet in G5:
[506] nativetwitter
[161] nativeamerican
[98] indigenous
[84] nativeamericans
[83] native
[43] landback
[37] twitch
[30] beadwork
[28] cannabis
[28] teamgg

Top Hashtags in Tweet in G6:
[274] nativeamerican
[236] rna
[90] romance
[55] western
[52] native
[52] nativetwitter
[43] indigenous
[39] designs
[38] historicalfiction
[33] apache

Top Hashtags in Tweet in G7:
[438] nativeamerican
[334] nativeamericans
[225] nativetwitter
[95] native
[54] indigenous
[51] newmusic
[40] itunes
[40] soundcloud
[40] spotify
[40] bestselling

Top Hashtags in Tweet in G8:
[86] nativeamerican
[36] indigenous
[26] thinkindian
[22] nativetwitter
[18] cherokee
[16] icwa
[15] wilmamankiller
[15] teach
[15] stem
[13] everythingback

Top Hashtags in Tweet in G9:
[6] nativetwitter
[2] mmiw2s
[2] nativecanadian
[2] mmiw
[1] rna
[1] indigenous
[1] indigenousbusiness
[1] durangocide
[1] indigenoushealth
[1] mmimb

Top Hashtags in Tweet in G10:
[7] nativetwitter
[3] mmiwg
[3] yadilaah
[2] stoodis
[2] protectourgirls
[2] navajomemes
[1] mmnamb
[1] southdakota
[1] rezgirl
[1] navajotacos

Top Words
Top Words in Tweet in Entire Graph:
[2724] #nativeamerican
[1776] #nativetwitter
[1440] missing
[764] usammiw
[556] please
[546] native
[545] #nativeamericans
[540] know
[510] last
[510] shop

Top Words in Tweet in G1:
[1155] #nativeamerican
[357] 15
[304] stickers
[287] #ghostdance
[275] #rainbowwarrior
[260] #codetalker
[235] #spiritwalker
[209] #gurdianangel
[185] #art
[185] share

Top Words in Tweet in G2:
[414] #nativetwitter
[267] available
[218] shop
[176] shipping
[176] #beadwork
[166] beauxbeautyblog
[156] darewokicunzeg1
[151] free
[150] currently
[144] beadwork

Top Words in Tweet in G3:
[1217] missing
[682] usammiw
[194] brown
[193] last
[191] hair
[177] old
[164] years
[157] height
[157] weight
[156] eyes

Top Words in Tweet in G4:
[386] indigenous_land
[248] know
[245] world
[240] many
[240] parts
[240] #christophercolumbus
[240] introduced
[240] hero
[240] discovering
[240] americas

Top Words in Tweet in G5:
[506] #nativetwitter
[161] #nativeamerican
[111] missing
[110] beauxbeautyblog
[99] #indigenous
[87] shop
[84] #native
[84] #nativeamericans
[76] indigenous
[71] please

Top Words in Tweet in G6:
[274] #nativeamerican
[241] love
[238] romance
[236] 99
[236] #rna
[236] dare
[236] hope
[236] once
[236] happen
[236] aaron

Top Words in Tweet in G7:
[438] #nativeamerican
[334] #nativeamericans
[234] native3rd
[225] #nativetwitter
[201] nativesspirit36
[152] nativeamwisdom
[144] mikebonemusic
[140] native
[133] dailynative1
[117] native______

Top Words in Tweet in G8:
[86] #nativeamerican
[74] order
[59] help
[59] indianaffairs
[45] free
[41] each
[39] covid
[39] 19
[38] cherokeenation
[38] available

Top Words in Tweet in G9:
[6] #nativetwitter
[2] #mmiw2s
[2] #nativecanadian
[2] #mmiw

Top Words in Tweet in G10:
[7] #nativetwitter
[3] #mmiwg
[3] #yadilaah
[2] #stoodis
[2] #protectourgirls
[2] #navajomemes

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[727] usammiw,missing
[279] know,many
[279] many,parts
[279] parts,world
[279] world,#christophercolumbus
[279] #christophercolumbus,introduced
[279] introduced,hero
[279] hero,discovering
[279] discovering,americas
[276] #ghostdance,#rainbowwarrior

Top Word Pairs in Tweet in G1:
[275] #ghostdance,#rainbowwarrior
[257] #rainbowwarrior,#codetalker
[233] #codetalker,#spiritwalker
[209] #spiritwalker,#gurdianangel
[192] #gurdianangel,#nativeamerican
[172] #nativeamerican,#nativepride
[155] #nativepride,#art
[152] throw,pillows
[152] pillows,15
[152] 15,stickers

Top Word Pairs in Tweet in G2:
[144] free,shipping
[144] re,interested
[134] currently,available
[96] available,todays
[96] todays,beadwork
[96] beadwork,sale
[96] sale,know
[96] know,re
[96] interested,sure
[95] darewokicunzeg1,currently

Top Word Pairs in Tweet in G3:
[650] usammiw,missing
[162] years,old
[147] last,seen
[141] south,dakota
[130] hair,brown
[120] brown,eyes
[115] height,weight
[109] rapid,city
[93] missing,summer
[85] help,last

Top Word Pairs in Tweet in G4:
[240] know,many
[240] many,parts
[240] parts,world
[240] world,#christophercolumbus
[240] #christophercolumbus,introduced
[240] introduced,hero
[240] hero,discovering
[240] discovering,americas
[239] indigenous_land,know
[239] americas,wan

Top Word Pairs in Tweet in G5:
[54] usammiw,missing
[49] #nativetwitter,#nativeamerican
[44] free,shipping
[43] beauxbeautyblog,decolonize
[33] #nativetwitter,#native
[33] please,check
[33] check,shop
[32] #nativetwitter,#landback
[32] available,shop
[32] shop,free

Top Word Pairs in Tweet in G6:
[236] 99,#rna
[236] #rna,dare
[236] dare,hope
[236] hope,love
[236] love,once
[236] once,romance
[236] romance,happen
[236] happen,aaron
[236] aaron,break
[236] break,walls

Top Word Pairs in Tweet in G7:
[180] #nativeamerican,#nativeamericans
[122] #nativeamericans,#nativeamerican
[85] native,americans
[83] support,native
[81] #nativeamerican,#nativetwitter
[76] americans,comment
[76] comment,yes
[76] yes,please
[76] nativesspirit36,support
[70] #nativetwitter,#nativeamericans

Top Word Pairs in Tweet in G8:
[39] covid,19
[37] test,kits
[35] free,home
[35] home,covid
[35] 19,test
[35] kits,available
[35] available,order
[35] order,usps
[35] usps,each
[35] each,order

Top Replied-To
Top Replied-To in Entire Graph:
@sandiawisdom
@nativetatanka
@yellowstone
@lakotaman1
@kalkorffexposed
@benbarbossa
@ndncollective
@spottedelk7
@espinsegall
@gopleader

Top Replied-To in G1:
@sandiawisdom
@highcountrynews
@realsophiarobot
@hearttelepathy
@realjameswoods0
@asmjamesramos

Top Replied-To in G2:
@yellowstone

Top Replied-To in G3:
@clairermassey

Top Replied-To in G5:
@yellowstone
@incindia
@modernwest
@theoklaproject
@wolfdoggrey1
@henrylouisgates

Top Replied-To in G6:
@paulahouseman
@lianemahugh
@raellelogan1

Top Replied-To in G7:
@spottedelk7
@gopleader
@cr1mesc3ne1
@derbesher
@cocaineecowboy7
@jerrywi54279833
@the_klute
@actualrecords
@jamesninness
@xaviwd

Top Replied-To in G8:
@ndncollective
@marvel

Top Replied-To in G9:
@ubakaogbogu
@joycewhitevance
@barbmcquade
@scichefqc
@topoerosion
@grayzpoo

Top Replied-To in G10:
@joeyymontoya
@rickbearden6
@cre35
@mikejon05773892
@nothoodlum
@connersjr
@cherokeenation

Top Mentioned
Top Mentioned in Entire Graph:
@usammiw
@indigenous_land
@beauxbeautyblog
@native3rd
@authormichael57
@nativesspirit36
@darewokicunzeg1
@nativeamwisdom
@mikebonemusic
@dailynative1

Top Mentioned in G1:
@vectorsigma1492
@realsophiarobot
@redbubble
@royesfab
@sandiawisdom
@csfuqua
@ebay
@coramarshallart
@the_rezdog
@renaissancefai

Top Mentioned in G2:
@beauxbeautyblog
@darewokicunzeg1
@danyell_dx
@indigimess
@cpscorruptionn
@bimbojjk
@kirosauld
@broymedia
@muskegraven
@ndndio

Top Mentioned in G3:
@usammiw
@7genvoices
@diegotinoco
@3rd_generation_
@avatarnews_
@hart7405
@naturalmelva
@indigimess
@pns_news
@sleuthmom12

Top Mentioned in G4:
@indigenous_land
@usammiw
@native3rd
@darewokicunzeg1
@dailynatives
@cjqenterprises
@mikmaq_indian
@museumsound
@morrisinmexico

Top Mentioned in G5:
@beauxbeautyblog
@usammiw
@thekrims0nking
@rrancheria
@mysticalmetis
@prophetmoses420
@intothewild60
@lizmarintru
@nicoa_aging
@j_alan_jones

Top Mentioned in G6:
@authormichael57
@mar73_designs
@ninsthewriter
@susanneleist
@ggcollins1
@annabellucas8
@ian_authorpromo
@ingrida11065959
@cmbowenauthor
@authornetwork

Top Mentioned in G7:
@native3rd
@nativesspirit36
@nativeamwisdom
@mikebonemusic
@dailynative1
@native______
@angellikefire
@native_today
@roknrob121
@indigenous_land

Top Mentioned in G8:
@indianaffairs
@cherokeenation
@usps
@theuihi
@native_scholars
@chuckhoskin_jr
@taking_up_space
@nativepathways
@collegefund

Top Mentioned in G9:
@authormichael57
@luthah34
@jimohar
@lisalin57771907
@johnniejae
@mquigley1963
@jeannekrissy
@redemsc
@birdturntable
@melanieiris

Top Mentioned in G10:
@cosmopolitan
@brookeshunatona
@jasonarewhy
@annamaeduane
@andbrennon
@thejackgillett
@fivelupdates
@endvawnetwork
@impactcbs
@7gengames

Top Tweeters
Top Tweeters in Entire Graph:
@paul_cude
@kayemenner
@streamerwall
@robinsnewswire
@alhanda
@nblackthorne
@johnroseputnam
@streamer_boost
@bridgittelesley
@bella623

Top Tweeters in G1:
@renaissancefai
@travelabouts
@0011illust
@tammytu78097268
@education_24x7
@oteachjohn
@hanjangho76
@thedavidbowers
@azcentral
@mitsawokett

Top Tweeters in G2:
@1feralkat
@mentalhealthbo5
@mvgal92691
@xodani_x3
@vampirecherrie
@inoru42
@daniellegembala
@darkmattersproj
@iwatch_tv
@aerwaves_

Top Tweeters in G3:
@cultiv8hope
@iamjoetrudeau
@utleyjacobite
@starfortress
@mabsynthe
@janzaxbee
@srzjwalters
@05bih
@destroy_alec
@vwheato

Top Tweeters in G4:
@inforenique
@ticgran
@barretoj32
@anne_tappe
@anarcho
@mdp4202
@divakarssathya
@franksowa1
@45acpjoe
@jacquelinemanos

Top Tweeters in G5:
@blackbiz2020
@andrewmorrisuk
@unclebeeola
@ken_ragsdale
@iambhymbo
@larideshareguy
@nationalpost
@pascosheriff
@demcastmn
@tenovatenchido

Top Tweeters in G6:
@paul_cude
@kayemenner
@alhanda
@nblackthorne
@johnroseputnam
@bridgittelesley
@bella623
@raymond_norman
@judehaste_write
@susanneleist

Top Tweeters in G7:
@streamerwall
@streamer_boost
@wwwanpaus
@rtsmallstreams
@realdrcollision
@growurstream
@sosmcwin
@robinmcouch
@oatcake1967
@miss_shah__

Top Tweeters in G8:
@robinsnewswire
@mijomojo1
@smp0312
@bigforkgirl
@palomacreative
@iridescentashes
@remirol1956
@zenjk0
@kimwillful
@jiminclwr

Top Tweeters in G9:
@rolandsmartin
@mquigley1963
@katibug817
@capehartj
@jakelobin
@hilltop__leader
@resisterclaire
@new_allyo
@doxie53
@related2karma

Top Tweeters in G10:
@cosmopolitan
@debramessing
@lulex
@nothoodlum
@grownroom
@jasonkersey
@isaiahrashad
@owenparkes123
@msur0711
@oni_blackstock