#nativeamerican OR #nativetwitter, Twitter, 4/16/2020 11:18:52 AM, 225094


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#nativeamerican OR #nativetwitter_2020-04-15_18-31-48.xlsx
#nativeamerican OR #nativetwitter_2020-04-15_18-31-48.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 16, 2020
Short Description:
#nativeamerican OR #nativetwitter via NodeXL https://bit.ly/2XEtxVq
@nativeamwisdom
@arnalllabrador
@mikebonemusic
@beauxbeautyblog
@shotheekwe
@__eidola__
@indiancountry
@villanuevaedgar
@crowrdream
@husquamun

Top hashtags:
#nativeamerican
#nativetwitter
#wisdom

Description:
Description
The graph represents a network of 3,431 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, 16 April 2020 at 01:33 UTC.

The requested start date was Thursday, 16 April 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 6-day, 6-hour, 26-minute period from Wednesday, 08 April 2020 at 20:51 UTC to Wednesday, 15 April 2020 at 03:17 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 : 3431
Unique Edges : 1262
Edges With Duplicates : 8391
Total Edges : 9653
Number of Edge Types : 5
Retweet : 3758
MentionsInRetweet : 4108
Tweet : 1088
Mentions : 587
Replies to : 112
Self-Loops : 1178
Reciprocated Vertex Pair Ratio : 0.0125499144324016
Reciprocated Edge Ratio : 0.0247887323943662
Connected Components : 471
Single-Vertex Connected Components : 268
Maximum Vertices in a Connected Component : 2278
Maximum Edges in a Connected Component : 7589
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.430287
Graph Density : 0.000301657074538188
Modularity : 0.368288
NodeXL Version : 1.0.1.430
Data Import : The graph represents a network of 3,431 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, 16 April 2020 at 01:33 UTC.

The requested start date was Thursday, 16 April 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 6-day, 6-hour, 26-minute period from Wednesday, 08 April 2020 at 20:51 UTC to Wednesday, 15 April 2020 at 03:17 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:
[46] https://www.etsy.com/shop/lovealaskadesign?source=aw&utm_source=affiliate_window&utm_medium=affiliate&utm_campaign=us_location_buyer&utm_term=3657&awc=6220_1577931121_ef3c3d9c16cba98f9972a4a86c1d37f0&utm_content=449241
[29] https://www.awin1.com/cread.php?awinmid=6220&awinaffid=449241&clickref=&platform=sl&p=%5B%5Bhttps%253A%252F%252Fwww.etsy.com%252Fshop%252Flovealaskadesign%5D%5D
[26] https://www.etsy.com/shop/lovealaskadesign?source=aw&utm_source=affiliate_window&utm_medium=affiliate&utm_campaign=us_location_buyer&utm_term=3657&awc=6220_1582077196_150d15f67d0881cd068d0909f4da29ea&utm_content=449241
[22] https://calebandlindapirtle.com/89650-2/
[17] https://www.etsy.com/shop/lovealaskadesign?source=aw&utm_source=affiliate_window&utm_medium=affiliate&utm_campaign=us_location_buyer&utm_term=3657&awc=6220_1585378825_2559336e9f9b4e139757bb0568b2d205&utm_content=449241
[14] https://www.amazon.com/dp/B07QCJZR6G
[13] https://www.amazon.com/Girl-Who-Loved-Cayo-Bradley/dp/1796751960/ref=tmm_pap_swatch_0?_encoding=UTF8&qid=1567631780&sr=1-1
[13] https://www.etsy.com/shop/lovealaskadesign?source=aw&utm_source=affiliate_window&utm_medium=affiliate&utm_campaign=us_location_buyer&utm_term=3657&awc=6220_1582551647_7caa921a195ed0d643ddf4ae89d49f81&utm_content=449241
[10] https://www.johnnyblackbirdhatbands.com
[10] https://www.writersforhope.com/tracisorelldonation2

Top URLs in Tweet in G1:
[1] https://twitter.com/mdewakanton/status/936809435179003904
[1] https://twitter.com/joaniej_dingess/status/1248042796948348929
[1] https://twitter.com/charlyabc13/status/1248678644026933251

Top URLs in Tweet in G2:
[3] https://sign.moveon.org/petitions/stand-with-the-mashpee#signature-form
[3] https://www.amazon.com/Girl-Who-Loved-Cayo-Bradley/dp/1796751960/ref=tmm_pap_swatch_0?_encoding=UTF8&qid=1567631780&sr=1-1
[2] https://www.redbubble.com/i/framed-print/Native-American-Headdress-by-Artyteeslondon/31733756.AJ1A3?asc=u
[2] https://www.redbubble.com/i/t-shirt/Native-American-Headdress-by-Artyteeslondon/31733756.A5PYK?asc=u
[2] https://www.instagram.com/bronzedagger86
[2] https://artofwhere.com/artists/lux-mundi
[2] https://twitter.com/science_punx/status/1248640415429001219
[2] https://www.ebay.com/itm/274138824443
[2] https://www.promotepictures.com/
[2] https://www.originalpechanga.com/2010/09/airro-comments-on-indian-countrys-human.html?spref=tw

Top URLs in Tweet in G3:
[46] https://www.etsy.com/shop/lovealaskadesign?source=aw&utm_source=affiliate_window&utm_medium=affiliate&utm_campaign=us_location_buyer&utm_term=3657&awc=6220_1577931121_ef3c3d9c16cba98f9972a4a86c1d37f0&utm_content=449241
[28] https://www.awin1.com/cread.php?awinmid=6220&awinaffid=449241&clickref=&platform=sl&p=%5B%5Bhttps%253A%252F%252Fwww.etsy.com%252Fshop%252Flovealaskadesign%5D%5D
[25] https://www.etsy.com/shop/lovealaskadesign?source=aw&utm_source=affiliate_window&utm_medium=affiliate&utm_campaign=us_location_buyer&utm_term=3657&awc=6220_1582077196_150d15f67d0881cd068d0909f4da29ea&utm_content=449241
[16] https://www.etsy.com/shop/lovealaskadesign?source=aw&utm_source=affiliate_window&utm_medium=affiliate&utm_campaign=us_location_buyer&utm_term=3657&awc=6220_1585378825_2559336e9f9b4e139757bb0568b2d205&utm_content=449241
[13] https://www.etsy.com/shop/lovealaskadesign?source=aw&utm_source=affiliate_window&utm_medium=affiliate&utm_campaign=us_location_buyer&utm_term=3657&awc=6220_1582551647_7caa921a195ed0d643ddf4ae89d49f81&utm_content=449241
[6] https://www.etsy.com/shop/lovealaskadesign?source=aw&utm_source=affiliate_window&utm_medium=affiliate&utm_campaign=us_location_buyer&utm_term=3657&awc=6220_1586662014_f72ae75b6482f974f24f5f37322cb561&utm_content=449241
[3] https://facebook.com/donate/3017962
[3] https://www.blogtalkradio.com/nativetrailblazers/2020/04/11/marcus-lavoi--white-earth-actor-on-abcs-for-life#.XpEOymitWuA.twitter
[2] https://facebook.com/donate/3017962261593725/10222878948509005/
[2] https://www.buzzfeednews.com/article/clarissajanlim/pine-ridge-reservation-banish-non-native-coronavirus

Top URLs in Tweet in G4:
[21] https://calebandlindapirtle.com/89650-2/
[14] https://www.amazon.com/dp/B07QCJZR6G
[10] https://www.amazon.com/Girl-Who-Loved-Cayo-Bradley/dp/1796751960/ref=tmm_pap_swatch_0?_encoding=UTF8&qid=1567631780&sr=1-1
[8] https://www.etsy.com/listing/760800950/squash-blossom-bracelet-sancrest-glass?ref=listings_manager_grid
[8] https://www.etsy.com/listing/780283449/navajo-sterling-silver-large-floral-leaf?ref=listings_manager_grid
[7] https://21vintagestreet.com/product/navajo-turquoise-coral-cuff-bracelet-sterling-melinda-lucas-artisan-handcrafted-vintage/
[6] https://21vintagestreet.com/product/green-turquoise-navajo-sterling-silver-ring-silver-drops-rectangle-shape-vintage-sz-8-25/
[6] https://www.etsy.com/listing/718311486/berebi-boho-southwestern-dangle-earrings?ref=listings_manager_grid
[6] https://www.etsy.com/listing/785387133/sterling-silver-turquoise-leather-bolo?ref=listings_manager_grid
[5] https://www.amazon.com/Girl-Who-Loved-Cayo-Bradley/dp/1796751960/ref=sr_1_2?keywords=the+girl+who+loved+cayo+bradley&qid=1550858331&s=books&sr=1-2

Top URLs in Tweet in G5:
[9] https://www.decolonizingwealth.com/fund
[8] https://alaskaindigenous.wordpress.com/2017/01/21/federally-recognized-tribes-should-brace-for-possible-termination-policy-under-trump/
[3] https://www.youtube.com/mikebonemusic?app=desktop
[2] https://www.popsci.com/story/health/covid-19-native-american-navajo-nation/?utm_source=internal&utm_medium=email
[2] http://www.MikeBoneMusic.com.HostBaby.com/Listen
[1] http://IllumiNatives.org/NativeNow
[1] https://www.grapevine.org/c/3y6hD5/Liberated-Capital-A-Decolonizing-Wealth-Fund/home
[1] https://twitter.com/givingcompass/status/1249434625912516611
[1] https://twitter.com/funds4disaster/status/1249668853216481282
[1] http://www.indianz.com/News/2019/10/28/yes-magazine-alcatraz-50th-anniversary.asp

Top URLs in Tweet in G6:
[1] https://twitter.com/ArnallLabrador/status/1250126544737120261

Top URLs in Tweet in G7:
[3] https://datawrapper.dwcdn.net/sqaSV/
[3] https://twitter.com/indiancountry/status/1247978115407675392
[2] https://www.datawrapper.de/_/sqaSV/
[2] https://twitter.com/indiancountry/status/1248715786937675777
[1] https://indiancountrytoday.com/news/newscast-with-guest-shelly-diaz-PFR5gEV-G0SCokfoCy-39g
[1] https://indiancountrytoday.com/news/a-newscast-for-these-times-bDHhZfEajEKlflXK1gKF4A?fbclid=IwAR0ekzayLJ8yw-qB0bq-gDgMMS0JRzNk8vmt5hK9MoQ6s2pbZ-ztBTBO--c
[1] https://twitter.com/SaludAmerica/status/1250087026113875973
[1] https://twitter.com/worttalk/status/1248653573220642816
[1] https://twitter.com/worttalk/status/1248681867655684098
[1] https://twitter.com/indiancountry/status/1247569613992284165

Top URLs in Tweet in G8:
[5] https://www.gofundme.com/helptherez
[2] https://www.gofundme.com/f/helptherez?utm_medium=social&utm_source=twitter&utm_campaign=p_na+share-sheet&rcid=1b82e5a6a7b5428a834ae6500983337f
[2] https://www.nytimes.com/2020/04/09/us/coronavirus-navajo-nation.html
[1] https://twitter.com/dyfetworldie/status/1250255181176082436
[1] https://twitter.com/prqjournal/status/1248634341946724357
[1] https://www.instagram.com/tv/B-43bmLnl9h/?igshid=ozz38cnwhxv8
[1] https://twitter.com/pradosbeauty/status/1248446911780139008
[1] http://journals.sagepub.com/doi/10.1177/1065912920913303
[1] https://medium.com/@JoeBiden/statement-by-vice-president-joe-biden-on-the-racial-inequities-of-covid-19-5e4f17f8fa0c
[1] https://www.nytimes.com/2020/04/08/opinion/coronavirus-congress-warren.html

Top URLs in Tweet in G9:
[1] https://rover.ebay.com/rover/1/711-127632-2357-0/16?itm=114144828697&user_name=&spid=2047675&mpre=https%3A%2F%2Fwww.ebay.ca%2Fitm%2FNATIVE-AMERICAN-SEED-BEAD-BRACELET-WHITE-THUNDERBIRD-%2F114144828697&swd=3&mplxParams=user_name%2Citm%2Cswd%2Cmpre%2C&sojTags=du%3Dmpre%2Citm%3Ditm%2Cuser_name%3Duser_name%2Csuri%3Dsuri%2Cspid%3Dspid%2Cswd%3Dswd%2C
[1] https://www.etsy.com/shop/lovealaskadesign?source=aw&utm_source=affiliate_window&utm_medium=affiliate&utm_campaign=us_location_buyer&utm_term=3657&awc=6220_1582077196_150d15f67d0881cd068d0909f4da29ea&utm_content=449241
[1] https://www.etsy.com/shop/lovealaskadesign?source=aw&utm_source=affiliate_window&utm_medium=affiliate&utm_campaign=us_location_buyer&utm_term=3657&awc=6220_1585378825_2559336e9f9b4e139757bb0568b2d205&utm_content=449241
[1] https://rover.ebay.com/rover/1/711-127632-2357-0/16?itm=153563825491&user_name=johngermaine&spid=2047675&mpre=https%3A%2F%2Fwww.ebay.com%2Fitm%2F-%2F153563825491&swd=3&mplxParams=user_name%2Citm%2Cswd%2Cmpre%2C&sojTags=du%3Dmpre%2Citm%3Ditm%2Cuser_name%3Duser_name%2Csuri%3Dsuri%2Cspid%3Dspid%2Cswd%3Dswd%2C
[1] https://rover.ebay.com/rover/1/711-127632-2357-0/16?itm=153844647878&user_name=wickednicestuffinboston&spid=2047675&mpre=https%3A%2F%2Fwww.ebay.com%2Fitm%2F-%2F153844647878&swd=3&mplxParams=user_name%2Citm%2Cswd%2Cmpre%2C&sojTags=du%3Dmpre%2Citm%3Ditm%2Cuser_name%3Duser_name%2Csuri%3Dsuri%2Cspid%3Dspid%2Cswd%3Dswd%2C
[1] https://rover.ebay.com/rover/1/711-127632-2357-0/16?itm=124082299038&user_name=blairs_treasures&spid=2047675&mpre=https%3A%2F%2Fwww.ebay.com%2Fitm%2F-%2F124082299038&swd=3&mplxParams=user_name%2Citm%2Cswd%2Cmpre%2C&sojTags=du%3Dmpre%2Citm%3Ditm%2Cuser_name%3Duser_name%2Csuri%3Dsuri%2Cspid%3Dspid%2Cswd%3Dswd%2C

Top URLs in Tweet in G10:
[7] https://www.thoughtco.com/chaco-canyon-puebloan-people-170310
[5] http://westerndigs.org/long-hidden-sites-discovered-in-the-southwest-may-change-views-of-ancient-migrations/
[5] https://www.roadunraveled.com/blog/chaco-canyon-new-mexico/
[4] https://southwestcrossroads.org/record.php?num=386
[2] https://newsmaven.io/indiancountrytoday/archive/the-verdant-fist-that-is-the-mescalero-apache-reservation-U_d1eBK8b0qedEN7ZHJ3kw/
[2] http://navajolifeway.org/a-short-history-on-navajo-churro-sheep/
[1] https://www.sapiens.org/archaeology/mimbres-pottery-color/
[1] https://newmexiconomad.com/cities-of-cibola-hawikuh/
[1] https://newmexiconomad.com/mescalero-apache/
[1] https://www.youtube.com/watch?v=nG9igggnnPM&t=8s


Top Domains
Top Domains in Tweet in Entire Graph:
[191] etsy.com
[175] twitter.com
[77] instagram.com
[65] youtube.com
[59] amazon.com
[29] awin1.com
[25] aivmi.org
[24] facebook.com
[22] calebandlindapirtle.com
[15] teechip.com

Top Domains in Tweet in G1:
[3] twitter.com

Top Domains in Tweet in G2:
[70] instagram.com
[51] twitter.com
[16] etsy.com
[15] youtube.com
[10] amazon.com
[5] moveon.org
[4] redbubble.com
[4] ebay.com
[3] linkedin.com
[3] tiktok.com

Top Domains in Tweet in G3:
[106] etsy.com
[28] awin1.com
[10] facebook.com
[4] twitter.com
[3] blogtalkradio.com
[2] buzzfeednews.com
[2] tiktok.com
[1] cameo.com
[1] vimeo.com
[1] 2rowflow.com

Top Domains in Tweet in G4:
[45] amazon.com
[29] etsy.com
[21] calebandlindapirtle.com
[13] 21vintagestreet.com
[7] slam.org
[4] twitter.com
[3] blogspot.com

Top Domains in Tweet in G5:
[9] decolonizingwealth.com
[8] wordpress.com
[3] twitter.com
[3] youtube.com
[2] popsci.com
[2] hostbaby.com
[1] illuminatives.org
[1] grapevine.org
[1] indianz.com
[1] bandzoogle.com

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

Top Domains in Tweet in G7:
[15] twitter.com
[3] dwcdn.net
[3] indiancountrytoday.com
[2] datawrapper.de
[1] newrepublic.com
[1] nbcnews.com
[1] lakotayouth.org
[1] thehill.com

Top Domains in Tweet in G8:
[7] gofundme.com
[3] twitter.com
[3] nytimes.com
[1] instagram.com
[1] sagepub.com
[1] medium.com

Top Domains in Tweet in G9:
[4] ebay.com
[2] etsy.com

Top Domains in Tweet in G10:
[7] thoughtco.com
[5] westerndigs.org
[5] roadunraveled.com
[4] southwestcrossroads.org
[2] newsmaven.io
[2] navajolifeway.org
[2] newmexiconomad.com
[1] sapiens.org
[1] youtube.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2270] nativeamerican
[951] nativetwitter
[646] wisdom
[511] quotes
[473] covid19
[132] native
[130] beadwork
[127] alaskanative
[122] firstnations
[119] indigenous



Top Hashtags in Tweet in G1:
[798] nativeamerican
[580] wisdom
[473] quotes
[10] nativetwitter
[4] myrelatives
[2] navajonation
[1] nationalsiblingsday
[1] familyfirst
[1] familymatters
[1] sacrednativenations

Top Hashtags in Tweet in G2:
[273] nativeamerican
[97] nativetwitter
[37] native
[36] indigenous
[32] americanindian
[27] edwardscurtis
[27] edwardcurtis
[27] thecurtisgallery
[27] edwardcurtisphotography
[27] northamericanindian

Top Hashtags in Tweet in G3:
[224] nativetwitter
[121] alaskanative
[108] beadwork
[102] firstnations
[101] nativemade
[100] statimc
[98] unangax
[94] aleut
[91] buynative
[66] covid19

Top Hashtags in Tweet in G4:
[255] nativeamerican
[114] supernatural
[33] vintage
[32] southwestern
[27] sterlingsilver
[22] art
[21] paranormal
[21] novel
[21] navajo
[18] urbanfantasy

Top Hashtags in Tweet in G5:
[201] nativeamerican
[153] covid19
[16] indigenouspeoplesday
[16] covi̇d19
[12] indianapolis
[9] indigenouspeoples
[7] native
[6] nativetwitter
[5] minneapolis
[5] treatyrights

Top Hashtags in Tweet in G6:
[135] nativetwitter
[1] covid19
[1] decolonize
[1] indianapolis

Top Hashtags in Tweet in G7:
[77] covid19
[31] nativetwitter
[23] nativeamerican
[12] cripthevote
[11] happyeaster
[11] stayhomesavelives
[11] easter2020
[11] easter
[11] happyeaster2020
[11] californiaforall

Top Hashtags in Tweet in G8:
[15] nativeamerican
[15] firstview
[14] nativetwitter
[7] coronavirus
[7] covid19
[6] covid19pandemic
[4] covidー19
[4] stayhomesavelives
[4] stayhome
[4] ppe

Top Hashtags in Tweet in G9:
[7] nativeamerican
[6] beadwork
[6] handmade
[6] nativetwitter
[5] earrings
[4] beadedhoops
[2] forsale
[1] feathers
[1] oklahoma
[1] tigereyestone

Top Hashtags in Tweet in G10:
[47] nativeamerican
[46] newmexico
[42] heritage
[41] culture
[25] tradition
[22] history
[6] apache
[2] mescalero
[2] virtualtravel
[2] armchairtravel

Top Words
Top Words in Tweet in Entire Graph:
[4129] Words in Sentiment List#1: Positive
[2318] Words in Sentiment List#2: Negative
[14] Words in Sentiment List#3: Angry/Violent
[102583] Non-categorized Words
[109031] Total Words
[2270] #nativeamerican
[1648] nativeamwisdom
[950] #nativetwitter
[646] #wisdom
[511] #quotes

Top Words in Tweet in G1:
[1505] nativeamwisdom
[798] #nativeamerican
[580] #wisdom
[473] #quotes
[411] proverb
[265] people
[243] great
[192] riches
[178] man
[177] same

Top Words in Tweet in G2:
[273] #nativeamerican
[97] #nativetwitter
[37] #native
[36] #indigenous
[36] native
[32] #americanindian
[29] dm
[27] inquire
[27] #edwardscurtis
[27] #edwardcurtis

Top Words in Tweet in G3:
[223] #nativetwitter
[168] help
[138] etsy
[138] shop
[122] beauxbeautyblog
[121] #alaskanative
[120] free
[117] shipping
[108] #beadwork
[102] #firstnations

Top Words in Tweet in G4:
[255] #nativeamerican
[135] legend
[119] more
[114] vbenchley
[114] hudson
[114] river
[114] valley
[114] #supernatural
[114] force
[114] work

Top Words in Tweet in G5:
[201] #nativeamerican
[176] villanuevaedgar
[153] #covid19
[147] communities
[141] pandemic
[125] exposing
[125] racial
[125] inequalities
[125] tearing
[115] launch

Top Words in Tweet in G6:
[135] #nativetwitter
[131] arnalllabrador
[131] okay
[131] away
[131] mask
[130] folx
[130] unfortunately
[130] giving
[130] 2spirit
[130] identify

Top Words in Tweet in G7:
[77] #covid19
[53] indian
[52] cases
[37] indiancountry
[36] jourdanbb
[34] country
[31] #nativetwitter
[31] stories
[31] check
[31] told

Top Words in Tweet in G8:
[18] americans
[17] laueevans
[17] native
[16] attitudes
[15] #nativeamerican
[15] #firstview
[15] article
[15] gabriel
[15] sanchez
[15] raymond

Top Words in Tweet in G9:
[67] still
[66] patch
[64] husquamun
[64] made
[64] queer
[64] turned
[64] good
[64] decided
[64] keep
[64] wanted

Top Words in Tweet in G10:
[75] 505nomad
[47] #nativeamerican
[46] #newmexico
[42] #heritage
[41] #culture
[27] pueblo
[25] #tradition
[23] chaco
[23] canyon
[22] #history

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[630] #nativeamerican,#wisdom
[500] #wisdom,#quotes
[405] proverb,#nativeamerican
[159] hopi,proverb
[157] #nativeamerican,communities
[146] etsy,shop
[145] okay,folx
[145] folx,unfortunately
[145] unfortunately,#nativetwitter
[145] #nativetwitter,giving

Top Word Pairs in Tweet in G1:
[580] #nativeamerican,#wisdom
[468] #wisdom,#quotes
[372] proverb,#nativeamerican
[150] hopi,proverb
[130] great,spirit
[122] lakota,#nativeamerican
[121] nativeamwisdom,men
[119] sitting,bull
[119] bull,hunkpapa
[119] hunkpapa,lakota

Top Word Pairs in Tweet in G2:
[30] #native,#nativeamerican
[30] #nativeamerican,#americanindian
[27] dm,inquire
[27] #edwardscurtis,#edwardcurtis
[27] #thecurtisgallery,#edwardcurtisphotography
[27] #edwardcurtisphotography,#northamericanindian
[27] #northamericanindian,#native
[19] #americanindian,#nativeamericans
[17] native,american
[14] #edwardcurtis,#thecurtisgallery

Top Word Pairs in Tweet in G3:
[138] etsy,shop
[117] free,shipping
[91] #unangax,#aleut
[75] shipping,etsy
[66] #nativemade,#buynative
[58] isolating,due
[58] due,asthma
[57] trying,help
[56] hard,#covid19
[55] #aleut,#statimc

Top Word Pairs in Tweet in G4:
[114] hudson,river
[114] river,valley
[114] valley,#nativeamerican
[114] #nativeamerican,legend
[114] legend,#supernatural
[114] #supernatural,force
[114] force,work
[114] work,charlotte
[114] charlotte,senses
[85] senses,more

Top Word Pairs in Tweet in G5:
[140] #nativeamerican,communities
[130] #covid19,pandemic
[125] pandemic,exposing
[125] exposing,racial
[125] racial,inequalities
[125] inequalities,tearing
[125] tearing,#nativeamerican
[115] villanuevaedgar,#covid19
[115] communities,launch
[33] #nativeamerican,families

Top Word Pairs in Tweet in G6:
[130] okay,folx
[130] folx,unfortunately
[130] unfortunately,#nativetwitter
[130] #nativetwitter,giving
[130] giving,away
[130] away,2spirit
[130] 2spirit,mask
[130] mask,identify
[130] identify,two
[129] arnalllabrador,okay

Top Word Pairs in Tweet in G7:
[34] indian,country
[30] cool,#covid19
[30] #covid19,stories
[30] stories,check
[30] check,indian
[30] country,today's
[30] today's,indiancountry
[30] indiancountry,reporters
[30] reporters,told
[29] jourdanbb,cool

Top Word Pairs in Tweet in G8:
[17] native,americans
[15] #firstview,article
[15] article,gabriel
[15] gabriel,sanchez
[15] sanchez,raymond
[15] raymond,foxworth
[15] foxworth,laueevans
[15] laueevans,demonstrate
[15] demonstrate,native
[15] americans,attitudes

Top Word Pairs in Tweet in G9:
[64] made,queer
[64] queer,patch
[64] patch,turned
[64] turned,good
[64] good,decided
[64] decided,keep
[64] keep,still
[64] still,wanted
[64] wanted,share
[63] husquamun,made

Top Word Pairs in Tweet in G10:
[29] #culture,#heritage
[23] #heritage,#tradition
[23] chaco,canyon
[20] aztec,dancers
[20] dancers,#newmexico
[20] #newmexico,state
[20] state,fair
[20] fair,smallest
[20] smallest,dancer
[20] dancer,stole

Top Replied-To
Top Replied-To in Entire Graph:
@lakotaman1
@mikebonemusic
@nafoaorg
@indiancountry
@brettachapman
@agnesclaire
@lilicarmen78163
@joebiden
@teh_guevara
@cocopahtribe

Top Replied-To in G3:
@pontifex_es
@navajotimes

Top Replied-To in G5:
@crystalechohawk
@chiefseaclub
@aipinstitute
@indianz
@indiancountry
@un

Top Replied-To in G7:
@indiancountry
@witespider

Top Replied-To in G8:
@joebiden
@krlane50
@joemomma833
@speakerpelosi

Top Replied-To in G9:
@blackoutsprout

Top Mentioned
Top Mentioned in Entire Graph:
@nativeamwisdom
@villanuevaedgar
@arnalllabrador
@beauxbeautyblog
@vbenchley
@505nomad
@husquamun
@rebeccanagle
@decolonizwealth
@mikebonemusic

Top Mentioned in G1:
@nativeamwisdom
@mdewakanton
@mikebonemusic
@ssjs2009

Top Mentioned in G2:
@clarejosamboo
@jesuswept_4us
@jason__mason
@monstersmyster1
@_lux_mundi

Top Mentioned in G3:
@beauxbeautyblog
@enbymingi
@missingflowers_
@jonathansfrakes
@honey_child
@xdevastatedx
@native_orchid
@arnalllabrador
@kzc_5
@eagleselatis

Top Mentioned in G4:
@vbenchley
@ninsthewriter
@cpsworks14560
@brokenboardsd
@roylmurry425
@blackwell_dgf
@tlatollotl
@zoesaadia
@mainchannel_
@raymond_norman

Top Mentioned in G5:
@villanuevaedgar
@decolonizwealth
@schottfound
@chiefseaclub
@givingcompass
@inspirejustice1
@nacc_healthcare
@nativegiving
@urbanindiannews
@ndnpride4ever

Top Mentioned in G6:
@arnalllabrador
@indigikween96
@husquamun
@missingflowers_
@cblackst
@honey_child
@beauxbeautyblog
@decolonizwealth

Top Mentioned in G7:
@indiancountry
@jourdanbb
@nmrelleno
@niwrc
@crowrdream
@lakotayouth
@episcopalheart
@witespider
@nativeamwisdom
@missingflowers_

Top Mentioned in G8:
@laueevans
@prqjournal
@pradosbeauty
@joebiden
@berniesanders
@shaunking
@aoc
@repaoc
@nytimes
@gop

Top Mentioned in G9:
@husquamun
@mahtheyzhawey76
@ebay
@arnalllabrador
@beauxbeautyblog
@ntvwitch
@__madixon

Top Mentioned in G10:
@505nomad
@palmstrading
@nativeamwisdom

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@paul_cude
@jojokejohn
@dichristine
@alhanda
@nblackthorne
@rk70534
@quibellpaul
@ollyguseva
@renaissancefai

Top Tweeters in G1:
@dichristine
@amaia_haikazti
@miltonespinozaf
@wildwillow65
@leehillerlondon
@flipthescript8
@billieo2
@tres444
@flugennock
@corofthesun

Top Tweeters in G2:
@mimitexasangel
@techjunkiejh
@el1421
@whoisfarrakhan
@donnafaz
@ormiga
@annmarie309
@sfworldcc
@benniewiley
@poetryizme4lyfe

Top Tweeters in G3:
@book___whore
@wise_diva
@moniselseward
@gunswordfist
@terrilltf
@wtf_imtooold
@inoru42
@mactavish
@4evrstardancer
@leask

Top Tweeters in G4:
@paul_cude
@jojokejohn
@alhanda
@nblackthorne
@quibellpaul
@ollyguseva
@renaissancefai
@raymond_norman
@judehaste_write
@janromes

Top Tweeters in G5:
@jcmarbury
@kmontenegro
@monicarivpin
@amandanonumbers
@pamgriffa
@mitchellmeeks11
@ltanner70
@giraldo35
@ellysiumfields
@vickijo54203063

Top Tweeters in G6:
@bellesapepper37
@estarianne
@headunder_water
@doorway2fandom
@xlove_delilahx
@msbehavior
@smudgiesmom
@soulflowerjess
@melodicvibe
@lammatichama

Top Tweeters in G7:
@sddphoto
@amsmadwoman
@themominatrixx
@kujakupoet
@bracing
@ndngenuity
@raventerp100
@manaskunt
@darth_equanimus
@jfkeeler

Top Tweeters in G8:
@nytimes
@therickwilson
@nitemists
@holachola
@johnjharwood
@shaunking
@wolflayla420
@cm_merlin
@karenamyatt
@therealwombat1

Top Tweeters in G9:
@johngermaine
@brigidkeely
@saysandra
@passeriform
@jamrosa17
@argumento_
@mattsiegel
@isabelott
@yorak_keith
@s_ironhorse

Top Tweeters in G10:
@homegypsy
@rockyintx
@princejvstin
@robert_suchy
@pdeppisch
@patriotindiana
@srzjwalters
@wada_woo
@greenchileadict
@gadflymorse


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