#nativeamerican OR #nativetwitter, Twitter, 12/1/2022 2:15:00 AM, 285239


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#nativeamerican OR #nativetwitter_2022-11-30_17-59-12.xlsx
#nativeamerican OR #nativetwitter_2022-11-30_17-59-12.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 01, 2022
Short Description:
#nativeamerican OR #nativetwitter via NodeXL https://bit.ly/3Fh3QzN
@nativelovesusa
@mikebonemusic
@djtahnezahniee
@native000
@mikecook_author
@beauxbeautyblog
@rtartboost
@joeytainment
@yiiyah13
@dottiekingston

Top hashtags:
#nativeamerican
#native
#nativetwitter

Description:
Description
The graph represents a network of 4,821 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, 01 December 2022 at 02:08 UTC.

The requested start date was Thursday, 01 December 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 7-day, 13-hour, 19-minute period from Tuesday, 22 November 2022 at 18:31 UTC to Wednesday, 30 November 2022 at 07:50 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 : 4821
Unique Edges : 2133
Edges With Duplicates : 11471
Total Edges : 13604
Number of Edge Types : 5
Retweet : 4661
MentionsInRetweet : 5236
Tweet : 2242
Replies to : 564
Mentions : 901
Self-Loops : 2387
Reciprocated Vertex Pair Ratio : 0.0181966877939072
Reciprocated Edge Ratio : 0.0357429718875502
Connected Components : 925
Single-Vertex Connected Components : 579
Maximum Vertices in a Connected Component : 3084
Maximum Edges in a Connected Component : 10423
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 6.0848
Graph Density : 0.000214311350497177
Modularity : 0.373508
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 4,821 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, 01 December 2022 at 02:08 UTC.

The requested start date was Thursday, 01 December 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 7-day, 13-hour, 19-minute period from Tuesday, 22 November 2022 at 18:31 UTC to Wednesday, 30 November 2022 at 07:50 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:
[175] https://www.amazon.com/dp/B09NMS5NHB/
[156] https://www.amazon.com/dp/B0B5KQV8VX/ref=cm_sw_r_as_gl_api_gl_i_0QS1PFFXEYTFD2032PKD?linkCode=ml1&tag=michaelcook07-20
[115] https://www.amazon.com/dp/B09ZQ7V84Y/ref=cm_sw_r_as_gl_api_gl_i_7EF54AHAHG55GNWR12GX?linkCode=ml1&tag=michaelcook07-20
[101] http://roychaudhuri.redbubble.com/
[74] https://www.youtube.com/channel/UCvaDps8Ghqa5xH6ILh4XRHg
[68] https://www.youtube.com/channel/UC3Qf5c8fITgAB8vWGoC3-HQ
[48] https://www.youtube.com/channel/UCdUtcxX_Rg6h4wwEJrQTuLQ
[40] https://www.amazon.com/dp/B007HCHLEW/
[33] https://mar73.redbubble.com/
[26] 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_1647674561_f6b62a591417303b89b7463107549d60&utm_term=0

Top URLs in Tweet in G1:
[101] http://roychaudhuri.redbubble.com/
[12] https://www.etsy.com/shop/FarRiderWest
[8] https://www.youtube.com/channel/UC3Qf5c8fITgAB8vWGoC3-HQ
[8] https://www.youtube.com/channel/UCvaDps8Ghqa5xH6ILh4XRHg
[8] https://www.etsy.com/listing/1309286257/blue-paua-shell-sterling-silver-ring?ref=listings_manager_grid
[8] https://radiohistorias.eu
[7] https://www.etsy.com/listing/1297868015/navajo-sterling-turquoise-coral-cuff-nc?ref=listings_manager_grid
[6] https://hollywoodciak.blogspot.com/2022/09/film-2134-prey.html?spref=tw
[6] https://www.twitch.tv/nativev2
[5] https://classyfarmgirl.net/

Top URLs in Tweet in G2:
[3] https://giftloversshop.com/unique-natural
[2] https://thenativeamericansstore.com/
[1] https://twitter.com/nativelovers_/status/1597647952352514049
[1] https://onebuyclick.com/the-color-of-native-american-skin-t-shirt?
[1] https://onebuyclick.com/no-one-is-illegal-on-stolen-land-classic-t-shirt?
[1] https://onebuyclick.com/i-want-to-see-a-native-american-president-t-shirt
[1] https://onebuyclick.com/nature-is-my-religion-and-the-earth-is-my-church-t-shirt?
[1] https://onebuyclick.com/i-want-you-to-relearn-your-culture-t-shirt?
[1] https://onebuyclick.com/indians-of-the-usa-map-vertical-poster?
[1] https://onebuyclick.com/n8v-movement-gold-on-black-shirt?

Top URLs in Tweet in G3:
[175] https://www.amazon.com/dp/B09NMS5NHB/
[156] https://www.amazon.com/dp/B0B5KQV8VX/ref=cm_sw_r_as_gl_api_gl_i_0QS1PFFXEYTFD2032PKD?linkCode=ml1&tag=michaelcook07-20
[115] https://www.amazon.com/dp/B09ZQ7V84Y/ref=cm_sw_r_as_gl_api_gl_i_7EF54AHAHG55GNWR12GX?linkCode=ml1&tag=michaelcook07-20
[3] https://medium.com/@TheRealJackFinn/legend-of-the-deer-woman-7c768b2489d6
[1] https://fineartamerica.com/featured/home-blessing-native-american-art-sharon-cummings.html
[1] https://www.youtube.com/watch?v=vmvCwO6MYU4&feature=youtu.be

[1] https://www.youtube.com/watch?v=tEi_3MZJ5aY&feature=youtu.be


Top URLs in Tweet in G4:
[2] https://www.msn.com/en-us/news/politics/trump-claims-minorities-thrived-during-his-presidency-advocates-disagree/ar-AA14qMtA?ocid=msedgntp&cvid=f53a18a8960c447c9af69270fddf67ec
[1] https://nativenewsonline.net/currents/wampanoag-tribe-s-people-of-first-light-float-debuts-on-nbc-during-the-macy-s-thanksgiving-parade
[1] https://thehill.com/opinion/judiciary/3749231-a-montana-mountain-man-goes-to-court-to-protect-his-property-rights/
[1] https://www.youtube.com/watch?v=Mfyq64lURw0

[1] https://twitter.com/UnculturedByCm/status/1427269010190651400
[1] https://twitter.com/CivilEats/status/1595618964947996673

Top URLs in Tweet in G5:
[2] https://inspiritualservice.com/native-american-heritage
[2] https://www.youtube.com/watch?v=A5P6vJs1jmY&feature=youtu.be

[2] https://www.youtube.com/watch?v=K4BkHmUHR1k&feature=youtu.be

[1] http://aivmi.org/native-american-code-talkers/
[1] https://www.facebook.com/aivmi/posts/1245950952087040
[1] https://twitter.com/colbertlateshow/status/1597448825513611264
[1] https://www.sihb.org/about/get-involved/donate-to-seattle-indian-health-board/
[1] https://www.cdc.gov/hearher/aian/index.html
[1] https://www.eventbrite.com/e/connecting-with-native-foods-tickets-473805784857
[1] https://www.youtube.com/watch?v=86URGgqONvA&feature=youtu.be


Top URLs in Tweet in G6:
[16] https://www.youtube.com/watch?v=vmvCwO6MYU4&feature=youtu.be

[14] https://mikebonemedia.com/audio
[10] https://www.youtube.com/watch?v=bEacUKW5RvU&feature=youtu.be

[8] https://www.indian-affairs.org/tribalmuseumsday.html?utm_content=buffer34962&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[6] https://mikebonemedia.com/store
[6] https://mikebonemedia.com/
[4] https://www.youtube.com/watch?v=KRBsPGMPWrI&feature=youtu.be

[3] https://mikebonemedia.com/track/2225086
[3] https://mikebone.hearnow.com/Skoden
[3] https://news.yahoo.com/tribes-federal-recognition-opens-doors-170600296.html?utm_content=buffer6a23d&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G7:
[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_1647674561_f6b62a591417303b89b7463107549d60&utm_term=0
[2] https://www.etsy.com/shop/FarOutHeadbands?source=aw&utm_source=affiliate_window&utm_medium=affiliate&utm_campaign=us_location_buyer&utm_content=449241&awc=6220_1647410270_3da1fad5f086698bf92fd430aee38998&utm_term=0
[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_1668234306_1da023cf90ace72b4651f26c00e1f071&utm_term=0
[2] https://nrd.gov/nrdLandingPage?term=native
[2] american
[1] https://twitter.com/yiiyah13/status/1595771004772651008
[1] https://www.cbc.ca/documentaries/raising-and-protecting-children-amid-the-climate-crisis-is-the-revolution-anishinaabe-activist-sarain-fox-1.6659982?__vfz=medium%3Dsharebar
[1] https://www.youtube.com/watch?v=vmvCwO6MYU4&feature=youtu.be

[1] https://twitter.com/calm/status/1595855376968478720
[1] https://www.awin1.com/cread.php?awinmid=6220&awinaffid=449241&clickref=&platform=sl&ued=https%3A%2F%2Fwww.etsy.com%2Fshop%2Flovealaskadesign

Top URLs in Tweet in G8:
[5] https://www.youtube.com/watch?v=heeOSwoBOjk&feature=youtu.be

[4] https://www.twitch.tv/the_krimson_king
[2] https://ff.hrw.org/news
[2] https://www.nicoa.org/donate/
[2] https://www.nicoa.org/living-treasures-tribal-traditions-native-rights/
[1] https://www.nativechoctalk.com/season-3/season-3-episode-9
[1] https://wondery.com/shows/american-scandal/season/9/
[1] https://m.imdb.com/title/tt0101592/
[1] https://www.smithsonianmag.com/history/incredible-legacy-susan-la-flesche-first-native-american-earn-medical-degree-180962332/
[1] https://www.nicoa.org/programs/technical-assistance-and-resource-center/

Top URLs in Tweet in G9:
[3] https://twitter.com/Pam_Palmater/status/1595513905555595278
[2] https://twitter.com/KarliJo21/status/1595188470468706304
[2] https://WWW.CAUCASIANCLOTHING.IO
[1] https://soundcloud.com/pampalmater/samquan-water
[1] https://twitter.com/Pam_Palmater/status/1595505266287644698
[1] https://twitter.com/Pam_Palmater/status/1595510785358565377
[1] https://soundcloud.com/pampalmater/kim-tallbear-on-pretendians
[1] https://www.youtube.com/watch?v=SntbS06i_5E

[1] https://twitter.com/WokeIndigenous/status/1596836972294975488
[1] https://twitter.com/WiteSpider/status/1594842561486602240

Top URLs in Tweet in G10:
[22] 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_1641953633_a5a4ac2db05e01b15fe090ae55107a0f&utm_term=0
[22] 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_1647674561_f6b62a591417303b89b7463107549d60&utm_term=0
[21] 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_1668234306_1da023cf90ace72b4651f26c00e1f071&utm_term=0
[20] 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
[19] 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_1665028630_ca23da714d670d5da5c5c3c668665ad6&utm_term=0
[18] 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
[17] 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_1669008540_960da711fcaaa21660a3a984a505f4a1&utm_term=0
[16] https://www.etsy.com/shop/FarOutHeadbands?source=aw&utm_source=affiliate_window&utm_medium=affiliate&utm_campaign=us_location_buyer&utm_content=449241&awc=6220_1647410270_3da1fad5f086698bf92fd430aee38998&utm_term=0
[13] https://www.awin1.com/cread.php?awinmid=6220&awinaffid=449241&clickref=&platform=sl&ued=https://www.etsy.com/shop/lovealaskadesign
[12] 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

Top Domains
Top Domains in Tweet in Entire Graph:
[554] amazon.com
[324] youtube.com
[264] etsy.com
[210] twitter.com
[177] redbubble.com
[56] nightcafe.studio
[33] mikebonemedia.com
[30] aivmi.org
[26] pixels.com
[25] twitch.tv

Top Domains in Tweet in G1:
[105] redbubble.com
[63] etsy.com
[61] twitter.com
[34] youtube.com
[29] amazon.com
[16] instagram.com
[15] aliexpress.com
[8] twitch.tv
[8] myshopify.com
[8] blogspot.com

Top Domains in Tweet in G2:
[9] twitter.com
[7] onebuyclick.com
[4] giftloversshop.com
[3] thenativeamericansstore.com
[1] youtube.com
[1] etsy.com
[1] amazon.com
[1] oklahoman.com
[1] culturalsurvival.org

Top Domains in Tweet in G3:
[446] amazon.com
[3] medium.com
[2] youtube.com
[1] fineartamerica.com

Top Domains in Tweet in G4:
[2] twitter.com
[2] msn.com
[1] nativenewsonline.net
[1] thehill.com
[1] youtube.com

Top Domains in Tweet in G5:
[10] twitter.com
[10] youtube.com
[4] originalpechanga.com
[2] inspiritualservice.com
[1] aivmi.org
[1] facebook.com
[1] sihb.org
[1] cdc.gov
[1] eventbrite.com
[1] msnbc.com

Top Domains in Tweet in G6:
[34] youtube.com
[33] mikebonemedia.com
[8] indian-affairs.org
[4] amazon.com
[3] hearnow.com
[3] twitter.com
[3] yahoo.com
[3] theday.com
[2] teechip.com
[2] ksbe.edu

Top Domains in Tweet in G7:
[7] etsy.com
[2] twitter.com
[2] nrd.gov
[1] cbc.ca
[1] youtube.com
[1] awin1.com

Top Domains in Tweet in G8:
[6] nicoa.org
[6] youtube.com
[5] twitch.tv
[3] twitter.com
[2] hrw.org
[1] nativechoctalk.com
[1] wondery.com
[1] imdb.com
[1] smithsonianmag.com
[1] iasquared.org

Top Domains in Tweet in G9:
[14] twitter.com
[4] youtube.com
[2] soundcloud.com
[2] caucasianclothing.io
[1] medium.com
[1] everylibrary.org
[1] myspreadshop.ca

Top Domains in Tweet in G10:
[168] etsy.com
[19] awin1.com
[14] twitter.com
[2] cash.app
[2] facebook.com
[2] coloradogives.org
[1] cbc.ca
[1] blogspot.com
[1] paypal.me

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4711] nativeamerican
[1396] native
[1344] nativetwitter
[1325] nativeamericans
[1196] nativeamericanheritagemonth
[1011] usa
[1005] nativehistory
[917] history
[761] indigenous
[561] firstnations



Top Hashtags in Tweet in G1:
[777] nativeamerican
[111] nativeamericans
[104] nativetwitter
[102] freeshipping
[101] buynowpaylater
[97] nativeamericanheritagemonth
[96] gift
[92] usa
[85] thanksgiving
[84] indigenous

Top Hashtags in Tweet in G2:
[1371] nativeamerican
[1079] nativeamericans
[1072] native
[887] nativehistory
[855] usa
[781] history
[243] indigenous
[211] nativeamericanheritagemonth
[124] nativetwitter
[89] nativeamericanart

Top Hashtags in Tweet in G3:
[472] writerslift
[446] passamaquoddy
[368] nativeamerican
[363] nativetwitter
[363] authorsoftwitter
[363] firstnations
[363] nativeamericanheritagemonth
[363] maine
[363] canada
[271] writingcommunity

Top Hashtags in Tweet in G4:
[7] nativeamerican
[4] nativetwitter
[3] miis
[3] macc
[3] secc
[2] nahm
[2] nativeamericanheritagemonth
[2] mississippian
[2] racism
[1] pictographs

Top Hashtags in Tweet in G5:
[107] nativeamerican
[27] nativeamericans
[26] native
[25] nativeamericanheritagemonth
[24] nativehistory
[23] nativetwitter
[23] indigenous
[22] usa
[21] history
[16] americanindianheritagemonth

Top Hashtags in Tweet in G6:
[70] support
[65] nativeamerican
[29] listen
[27] indigenous
[22] nativetwitter
[15] reservationdogs
[12] nowplaying
[10] wewantjustice
[10] share
[9] watchnow

Top Hashtags in Tweet in G7:
[141] thanksgiving
[125] thankstaking
[36] nativetwitter
[17] disabilitytwitter
[13] mutualaid
[12] nativeamericanheritagemonth
[12] nativeamerican
[12] thanksgivingclapback
[12] thanksgivingdinner
[12] reparations

Top Hashtags in Tweet in G8:
[129] nativeamerican
[63] nativeamericanheritagemonth
[44] americanindianheritagemonth
[27] scotus
[27] icwa
[27] daughterofalostbird
[24] wisdom
[20] nativetwitter
[19] native
[17] nativeamericans

Top Hashtags in Tweet in G9:
[49] nativetwitter
[31] nativeamerican
[15] landback
[11] indigenous
[10] nativeamericanculture
[8] warriorlifepodcast
[6] pretendian
[6] inuit
[6] nativeamericanheritagemonth
[4] pretendians

Top Hashtags in Tweet in G10:
[177] nativetwitter
[131] firstnations
[128] beadwork
[117] alaskanative
[96] nativemade
[67] statimc
[64] unangax
[55] aleut
[49] buynative
[31] tipanative

Top Words
Top Words in Tweet in Entire Graph:
[4718] #nativeamerican
[2253] native
[1778] american
[1400] #native
[1344] #nativetwitter
[1325] #nativeamericans
[1196] #nativeamericanheritagemonth
[1011] #usa
[1005] #nativehistory
[917] #history

Top Words in Tweet in G1:
[776] #nativeamerican
[194] native
[144] american
[114] shop
[112] day
[111] #nativeamericans
[104] #nativetwitter
[104] 20
[102] 65
[102] #freeshipping

Top Words in Tweet in G2:
[1373] #nativeamerican
[1079] #nativeamericans
[1074] #native
[966] native
[887] #nativehistory
[862] american
[855] #usa
[802] amazing
[802] content
[802] daily

Top Words in Tweet in G3:
[472] #writerslift
[446] #passamaquoddy
[368] #nativeamerican
[363] #canada
[363] #authorsoftwitter
[363] #nativeamericanheritagemonth
[363] #maine
[363] #firstnations
[363] #nativetwitter
[271] #writingcommunity

Top Words in Tweet in G4:
[143] native
[139] american
[129] teach
[129] history
[128] 1900
[128] schools
[128] past
[128] 87
[127] joeytainment
[124] together

Top Words in Tweet in G5:
[107] #nativeamerican
[70] native
[62] american
[40] 000
[35] more
[28] indian
[27] #nativeamericans
[27] #native
[26] americans
[25] #nativeamericanheritagemonth

Top Words in Tweet in G6:
[165] icwa
[165] protects
[123] native
[119] mikebonemusic
[70] #support
[65] #nativeamerican
[57] families
[57] children
[55] indian
[55] country

Top Words in Tweet in G7:
[141] #thanksgiving
[128] indigenous
[125] #thankstaking
[124] car
[124] past
[123] note
[123] brother
[123] days
[123] mom
[123] single

Top Words in Tweet in G8:
[129] #nativeamerican
[92] american
[63] #nativeamericanheritagemonth
[62] flesche
[58] native
[45] indian
[44] #americanindianheritagemonth
[43] amazing
[40] nation
[39] wounded

Top Words in Tweet in G9:
[94] pam_palmater
[77] pretendians
[53] life
[52] week's
[52] kimtallbear
[51] last
[51] dr
[51] video
[51] warrior
[51] version

Top Words in Tweet in G10:
[177] #nativetwitter
[153] shop
[140] available
[136] earrings
[134] free
[131] #firstnations
[129] shipping
[128] #beadwork
[117] #alaskanative
[102] please

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1565] native,american
[970] #nativeamerican,#nativeamericans
[849] daily,amazing
[835] #nativeamericans,#native
[825] #nativehistory,#history
[823] content,#nativeamerican
[815] amazing,native
[804] #native,#usa
[803] #usa,#nativehistory
[795] american,content

Top Word Pairs in Tweet in G1:
[133] native,american
[101] 20,60
[101] #buynowpaylater,#freeshipping
[100] 60,#buynowpaylater
[100] days,20
[85] shop,link
[85] above,65
[85] #gift,days
[85] link,#gift
[85] orders,above

Top Word Pairs in Tweet in G2:
[880] #nativeamerican,#nativeamericans
[853] native,american
[802] daily,amazing
[789] #nativeamericans,#native
[779] #nativehistory,#history
[773] content,#nativeamerican
[764] amazing,native
[759] #native,#usa
[758] #usa,#nativehistory
[745] american,content

Top Word Pairs in Tweet in G3:
[363] #nativetwitter,#nativeamerican
[363] #firstnations,#nativeamericanheritagemonth
[363] #maine,#canada
[363] #nativeamericanheritagemonth,#maine
[284] #writerslift,#firstnations
[271] #passamaquoddy,culture
[271] culture,#writingcommunity
[271] train,brain
[231] bolt,lightning
[231] europeans,arrived

Top Word Pairs in Tweet in G4:
[139] native,american
[129] american,history
[128] past,1900
[128] 87,schools
[128] history,past
[124] put,together
[123] together,helpful
[123] teach,native
[123] 1900,put
[123] schools,teach

Top Word Pairs in Tweet in G5:
[35] native,american
[25] american,indian
[24] native,americans
[23] #nativeamerican,#nativeamericans
[20] americans,currently
[20] serving,army
[20] 000,american
[20] 150,000
[20] #nativehistory,#history
[20] currently,serving

Top Word Pairs in Tweet in G6:
[165] icwa,protects
[110] protects,native
[55] native,children
[55] country,#support
[55] native,families
[55] children,icwa
[55] families,icwa
[55] protects,indian
[55] indian,country
[54] mikebonemusic,icwa

Top Word Pairs in Tweet in G7:
[124] #thankstaking,#thanksgiving
[123] past,due
[123] brother,niece
[123] single,indigenous
[123] days,past
[123] car,note
[123] 675,37
[123] #thanksgiving,car
[123] due,675
[123] niece,#thankstaking

Top Word Pairs in Tweet in G8:
[47] native,american
[43] american,indian
[41] #americanindianheritagemonth,#nativeamericanheritagemonth
[39] movement,#americanindianheritagemonth
[39] wounded,knee
[39] knee,american
[39] indian,movement
[37] remember,wounded
[32] nation,#nativeamerican
[32] sioux,nation

Top Word Pairs in Tweet in G9:
[51] dr,kimtallbear
[51] kimtallbear,growing
[51] growing,problem
[51] life,podcast
[51] youtube,video
[51] week's,warrior
[51] last,week's
[51] video,version
[51] version,last
[51] problem,pretendians

Top Word Pairs in Tweet in G10:
[129] free,shipping
[117] available,shop
[117] shop,free
[116] #alaskanative,#firstnations
[86] earrings,available
[84] shipping,#nativetwitter
[60] hoop,earrings
[60] beaded,hoop
[55] skin,earrings
[54] #beadwork,#alaskanative

Top Replied-To
Top Replied-To in Entire Graph:
@guardiansyoung
@futurefantasy5
@senwarren
@theinkwellwc
@tayyabartist
@ewarren
@jamessauthor
@elonmusk
@potus
@cryptoincome23

Top Replied-To in G2:
@nativelovesusa
@native000
@realjameswoods
@paula_jedi
@senwarren
@alexspencerusa
@native_lovers

Top Replied-To in G3:
@guardiansyoung
@futurefantasy5
@theinkwellwc
@tayyabartist
@thetaoishway
@cryptoincome23
@jamessauthor
@frataliaa
@avionnecelestin
@pichaelmarkes

Top Replied-To in G4:
@drgreglittle2

Top Replied-To in G5:
@lakotaman1
@potus
@delegateteehee
@whitehouse
@hillaryclinton
@teampelosi
@the_bright_hill
@victorshi2020
@johnfekner
@peltierhq

Top Replied-To in G6:
@mikebonemusic
@sunkenlilship
@alaskadailyabc
@delschilling
@americam_dream_
@adamkeawe
@announcerskeds
@mrchicksports
@ryanwgates
@big_i35

Top Replied-To in G8:
@twitch

Top Replied-To in G9:
@nba
@hyapatialee
@patrickisnavajo
@wokeindigenous

Top Replied-To in G10:
@sarainfox
@dfarella

Top Mentioned
Top Mentioned in Entire Graph:
@nativelovesusa
@mikecook_author
@native000
@joeytainment
@susanneleist
@yiiyah13
@mikebonemusic
@beauxbeautyblog
@pam_palmater
@foprr

Top Mentioned in G1:
@royesfab
@mx_semee
@ramseyhanhan
@releasemn8
@alhispanicdems
@epicshit9
@bob_brooke
@shortstorytoday
@2brukrew

Top Mentioned in G2:
@nativelovesusa
@native000
@nativessoul1
@lovers_native
@nativesproud
@nativeblood45
@native3rd
@nativesspirit36
@nativelovers_
@native_lovers

Top Mentioned in G3:
@mikecook_author
@futurefantasy5
@theinkwellwc
@mquigley1963
@hollowmanseries
@h_craggs
@thetaoishway
@jgmacleodauthor
@inspiredbylaban
@jaydtroop

Top Mentioned in G4:
@joeytainment
@nativenews_net
@pd_newman
@future4learning
@mikebonemusic
@juliegabrielli
@rebeccanagle
@lakotaman1
@nlmcoalition

Top Mentioned in G5:
@nativelovesusa
@95thdivision
@nativeawards
@avprogress
@docnativemusic
@potus
@gabriellesemora
@lakotaman1
@starkeeper_2021
@inspiritualserv

Top Mentioned in G6:
@mikebonemusic
@indianaffairs
@roknrob121
@maryland_ppc
@big_i35
@cbssports
@taikawaititi
@ryanwgates
@roag505
@thankaveteran

Top Mentioned in G7:
@yiiyah13
@beauxbeautyblog
@shayj1999
@noonishkwe
@savgonzalezz
@finalqueer
@francesmfdanger
@sierra708
@ecohugger
@isitohbi

Top Mentioned in G8:
@sweetbandit108
@ejinaction
@captainkowloon
@hrwfilmfestival
@nativelovesusa
@cleanairmoms_co
@shaina41466050
@workerunitynow
@moms_press
@nicoa_aging

Top Mentioned in G9:
@pam_palmater
@kimtallbear
@wokeindigenous
@landback
@everylibrary
@imaginenative
@e3singers
@suns
@oglalalakotah
@chibitweetz

Top Mentioned in G10:
@beauxbeautyblog
@the_emancipator
@ecohugger
@sarainfox
@ndn2s
@necessarytrubl
@debreese
@wagonburner7126
@yiiyah13
@francesmfdanger

Top Tweeters
Top Tweeters in Entire Graph:
@filafresh
@paul_cude
@dichristine
@barntiques859
@teamyoutube
@nblackthorne
@alhanda
@johnroseputnam
@bridgittelesley
@sgh_rts

Top Tweeters in G1:
@renaissancefai
@laydenrobinson
@hanjangho76
@leftwardswing
@el1421
@sacerdotus
@trgdyann
@annmarie309
@sfworldcc
@cindian1

Top Tweeters in G2:
@joanisparkles
@phendricks71
@shadowdogdesign
@brendahazelhur1
@carlsl
@ae4ca
@boovay7
@puddinskippyy
@mhmhart
@autumnalbaby

Top Tweeters in G3:
@marylschmidt
@blackettpromo
@jgmacleodauthor
@blackettmusic
@hollowmanseries
@ebooklingo
@mquigley1963
@rtartboost
@shoguun1
@jrlewisauthor

Top Tweeters in G4:
@raygibbs1
@hardlytimes
@enfysblessed
@laurenfoxwrites
@caffeinehusky
@lenasabrewing
@ltuhura2017
@jenniejareth
@tamraraven
@corbiecrow

Top Tweeters in G5:
@ghostcatbce
@joncoopertweets
@lindhays
@lidstonepeter
@msruthedelarosa
@stinsontimothy
@ladynurse1974
@lllloyd1
@mmexville
@jojofromjerz

Top Tweeters in G6:
@streamerwallcom
@roknrob121
@epidatageek
@ndngenuity
@flux_nomad
@globalcmrpt
@dustinpari
@lammatichama
@socialdesigncr1
@cbssports

Top Tweeters in G7:
@bfitzinar
@light_angel_12
@misterjerusalem
@therealmrlex
@gluonsrule
@kathleenmarrio4
@peachmilfshake
@sunaringiri
@torqz111
@ccthesylveon

Top Tweeters in G8:
@dichristine
@retweelgend
@victory1261
@freeandclear1
@januaryhandl
@ken_ragsdale
@shriramjayam
@frcretweets
@sanjays00663282
@juliesbooks

Top Tweeters in G9:
@bellesapepper37
@sexygirl798
@john68richmond
@2dogknight
@nba
@deepgreendesign
@totigerlilly
@parrythehoot
@hyapatialee
@garywkinsman

Top Tweeters in G10:
@murjanian
@daniellegembala
@inoru42
@kimwillful
@char_lawyer
@mitsawokett
@sickfemme
@bookie_lady
@__eidola__
@teriac