#nativeamerican OR #nativetwitter, Twitter, 8/6/2020 2:27:32 AM, 231982


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#nativeamerican OR #nativetwitter_2020-08-05_18-40-00.xlsx
#nativeamerican OR #nativetwitter_2020-08-05_18-40-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 06, 2020
Short Description:
#nativeamerican OR #nativetwitter via NodeXL https://bit.ly/30xkCGh
@nativeamwisdom
@beauxbeautyblog
@native4data
@eeb_erica
@barbarabxj349
@ggcollinswriter
@katiemettner
@woundeadshadow
@clahchischiligi
@etwurth

Top hashtags:
#nativeamerican
#nativetwitter
#wisdom

Description:
Description
The graph represents a network of 4,887 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, 06 August 2020 at 01:45 UTC.

The requested start date was Thursday, 06 August 2020 at 00:01 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 8-day, 5-hour, 59-minute period from Monday, 27 July 2020 at 21:30 UTC to Wednesday, 05 August 2020 at 03:30 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 : 4887
Unique Edges : 1897
Edges With Duplicates : 12667
Total Edges : 14564
Number of Edge Types : 5
Retweet : 5734
MentionsInRetweet : 6401
Tweet : 1529
Replies to : 157
Mentions : 743
Self-Loops : 1645
Reciprocated Vertex Pair Ratio : 0.00919585208374095
Reciprocated Edge Ratio : 0.0182241178751454
Connected Components : 681
Single-Vertex Connected Components : 399
Maximum Vertices in a Connected Component : 3364
Maximum Edges in a Connected Component : 11823
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.517505
Graph Density : 0.000216015809107357
Modularity : 0.356606
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 4,887 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, 06 August 2020 at 01:45 UTC.

The requested start date was Thursday, 06 August 2020 at 00:01 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 8-day, 5-hour, 59-minute period from Monday, 27 July 2020 at 21:30 UTC to Wednesday, 05 August 2020 at 03:30 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:
[43] https://www.missingkids.org/native-american-children
[35] 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
[25] https://mybook.to/WintersRain
[22] https://www.awin1.com/cread.php?awinmid=6220&awinaffid=449241&clickref=&platform=sl&ued=https%3A%2F%2Fwww.etsy.com%2Fshop%2Flovealaskadesign
[20] https://www.amazon.com/Girl-Who-Loved-Cayo-Bradley/dp/1796751960/ref=tmm_pap_swatch_0?_encoding=UTF8&qid=1567631780&sr=1-1
[16] http://beauxbeautyblog.com/not-your-costume-yes-youre-racist-af/
[15] https://www.nytimes.com/2020/08/04/style/college-coronavirus-hoax.html
[15] https://www.etsy.com/shop/lovealaskadesign?source=aw&utm_source=affiliate_window&utm_medium=affiliate&utm_campaign=us_location_buyer&utm_term=3657&utm_content=449241&awc=6220_1596180668_6be49f887ac35d3981b6be711415e64b
[15] https://rover.ebay.com/rover/1/711-53200-19255-0/1?icep_ff3=2&pub=5575378759&campid=5338273189&customid=&icep_item=254663236578&ipn=psmain&icep_vectorid=229466&kwid=902099&mtid=824&kw=lg&toolid=11111
[15] https://www.etsy.com/shop/lovealaskadesign?source=aw&utm_source=affiliate_window&utm_medium=affiliate&utm_campaign=us_location_buyer&utm_term=3657&utm_content=449241&awc=6220_1593046055_1b0b4a0769892ea6b048579a9b9d55b6

Top URLs in Tweet in G1:
[2] http://prescottazhistory.blogspot.com/2018/01/the-battle-of-pinole-treaty.html
[1] https://www.1sttheworld.com/blogs/news/the-original-founding-fathers-of-native-american-indian
[1] https://twitter.com/NativeAmWisdom/status/1289214780813631488
[1] https://www.instagram.com/accounts/login/?next=/p/CDKiOJsHYZV/%3Figshid%3D1sou81wzt30g
[1] https://www.instagram.com/accounts/login/?next=/p/CDMzlv6HdJE/%3Figshid%3D1krdhu4q9hr6y
[1] https://www.instagram.com/accounts/login/?next=/p/CDNJebUHzjX/%3Figshid%3Dchtx3n5s0uee
[1] https://www.instagram.com/accounts/login/?next=/p/CDNfS-1nCba/%3Figshid%3D1vp2s7eqdqbal
[1] https://www-cnn-com.cdn.ampproject.org/c/s/www.cnn.com/travel/amp/native-american-tribe-big-sur-ancestral-lands-trnd/index.html
[1] https://instagram.com/tv/CDKcdz4HSnJ
[1] https://twitter.com/jmechanic/status/1288082036763299841

Top URLs in Tweet in G2:
[9] https://grantwriters.net/search-for-grants/grant-6599/
[9] https://grantwriters.net/search-for-grants/grant-6579/
[7] http://radiohistoria.nositio.eu
[4] https://rover.ebay.com/rover/1/711-127632-2357-0/16?itm=174366654031&user_name=santafeworldcoins*currency&spid=2047675&mpre=https%3A%2F%2Fwww.ebay.com%2Fitm%2F-%2F174366654031&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
[4] https://rover.ebay.com/rover/1/711-127632-2357-0/16?itm=174366653550&user_name=santafeworldcoins*currency&spid=2047675&mpre=https%3A%2F%2Fwww.ebay.com%2Fitm%2F-%2F174366653550&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
[3] https://curtisgallery.com/
[3] https://ktla.com/news/california/native-american-tribe-gets-back-big-sur-ancestral-lands-after-250-years/
[3] https://theintercept.com/2020/08/01/william-perry-pendley-blm-native-americans/
[3] https://www.youtube.com/watch?v=MTjV4tPZF-o&feature=youtu.be

[3] https://rover.ebay.com/rover/1/711-127632-2357-0/16?itm=174371380583&user_name=santafeworldcoins*currency&spid=2047675&mpre=https%3A%2F%2Fwww.ebay.com%2Fitm%2F-%2F174371380583&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 G3:
[25] https://mybook.to/WintersRain
[20] https://www.amazon.com/Girl-Who-Loved-Cayo-Bradley/dp/1796751960/ref=tmm_pap_swatch_0?_encoding=UTF8&qid=1567631780&sr=1-1
[15] https://rover.ebay.com/rover/1/711-53200-19255-0/1?icep_ff3=2&pub=5575378759&campid=5338273189&customid=&icep_item=254663236578&ipn=psmain&icep_vectorid=229466&kwid=902099&mtid=824&kw=lg&toolid=11111
[14] https://www.etsy.com/listing/498852673/frog-dream-catcher-animal-dream-catcher
[14] https://www.etsy.com/listing/813037993/old-pawn-turquoise-ring-navajo-sterling?ref=listings_manager_grid
[13] https://mybook.to/ForeverPhoenix
[13] https://etsy.me/2gmOluB
[11] https://www.etsy.com/listing/271019636/parrot-large-dreamcatcher-animal
[10] https://www.amazon.com/dp/B08C99TGDH?tag=7654-20
[10] https://www.barnesandnoble.com/w/books/1130849102?ean=9781939844620

Top URLs in Tweet in G4:
[14] https://www.nytimes.com/2020/08/04/style/college-coronavirus-hoax.html
[3] 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
[1] https://twitter.com/ghost_suit/status/1288896999232700416
[1] https://www.nytimes.com/2020/07/30/us/native-americans-coronavirus-data.html?referringSource=articleShare
[1] https://mailchi.mp/tapahe/jingle-dress-project

Top URLs in Tweet in G5:
[31] 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
[19] https://www.awin1.com/cread.php?awinmid=6220&awinaffid=449241&clickref=&platform=sl&ued=https%3A%2F%2Fwww.etsy.com%2Fshop%2Flovealaskadesign
[16] http://beauxbeautyblog.com/not-your-costume-yes-youre-racist-af/
[15] https://www.etsy.com/shop/lovealaskadesign?source=aw&utm_source=affiliate_window&utm_medium=affiliate&utm_campaign=us_location_buyer&utm_term=3657&utm_content=449241&awc=6220_1593046055_1b0b4a0769892ea6b048579a9b9d55b6
[13] https://www.etsy.com/shop/lovealaskadesign?source=aw&utm_source=affiliate_window&utm_medium=affiliate&utm_campaign=us_location_buyer&utm_term=3657&utm_content=449241&awc=6220_1592642018_3872f75d8ccea20bc49e9a150fff87b0
[13] https://www.etsy.com/shop/lovealaskadesign?source=aw&utm_source=affiliate_window&utm_medium=affiliate&utm_campaign=us_location_buyer&utm_term=3657&utm_content=449241&awc=6220_1596180668_6be49f887ac35d3981b6be711415e64b
[9] https://www.patreon.com/ElapUfe?fan_landing=true
[5] https://www.etsy.com/shop/lovealaskadesign?source=aw&utm_source=affiliate_window&utm_medium=affiliate&utm_campaign=us_location_buyer&utm_term=3657&utm_content=449241&awc=6220_1591423296_7d51e2597ea8835e543f2ff2558f6473
[3] https://www.etsy.com/shop/lovealaskadesign?source=aw&utm_source=affiliate_window&utm_medium=affiliate&utm_campaign=us_location_buyer&utm_term=3657&utm_content=449241&awc=6220_1595050711_bb908f246b8cd4fc27b299d878c9c2e1
[3] https://www.amazon.com/hz/wishlist/ls/X7EJZ2U77BYR?ref_=wl_share

Top URLs in Tweet in G6:
[1] https://twitter.com/MillerforKeller/status/1289297670800936960

Top URLs in Tweet in G7:
[3] https://www.youtube.com/watch?v=g6bLAYp1TW0&feature=youtu.be

[2] https://twitter.com/DeathPenaltyAct/status/1289550482491539457
[1] https://indiancountrytoday.com/news/want-to-win-consider-3-native-women-for-vice-president-y-ZN0DRsD0eEURDBtBsnpA
[1] https://twitter.com/IndianCountry/status/1290402148103204866
[1] https://www.esquire.com/news-politics/politics/a33485548/federal-death-penalty-navajo-death-row/
[1] https://twitter.com/RDunhamDPIC/status/1289565236572241922
[1] https://www.breitbart.com/politics/2020/07/30/trump-administration-launches-task-forces-for-cold-cases-of-missing-native-women/
[1] https://twitter.com/ReignMafiax/status/1288693245384384513
[1] https://twitter.com/cmnelsonphoto/status/1287818101736833024
[1] https://twitter.com/applecobbler11/status/1288729411181637633

Top URLs in Tweet in G8:
[1] https://www.theatlantic.com/ideas/archive/2020/07/how-our-indian-country-flattened-the-curve/614734/
[1] https://time.com/5873607/best-new-books-august-2020/?utm_source=facebook&utm_medium=social&utm_campaign=social-share-article&utm-term=entertainment_books

Top URLs in Tweet in G9:
[1] https://www.instagram.com/thedreadful.savage.co?igshid=kl4ejdo4fkji
[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_1577931121_ef3c3d9c16cba98f9972a4a86c1d37f0&utm_content=449241
[1] https://www.cnn.com/2019/04/09/us/native-american-murdered-missing-women/index.html
[1] https://twitter.com/DelSchilling/status/1289386274239856640

Top URLs in Tweet in G10:
[2] https://twitter.com/IndianCountry/status/1288581308650860557
[2] https://twitter.com/econhardship/status/1289305836028743680
[2] https://twitter.com/SethCotlar/status/1289954185652264965
[2] https://collegefundconnect.peoplegrove.com/hub/collegefund/job/detail/first-peoples-fund-community-spirit-award-k3efco
[2] https://nativenewsonline.net/education/montana-state-university-adds-full-ride-nursing-scholarships-for-native-students?fbclid=IwAR2pvCtdAOvkHy0zIgfBqEvjZPZZ8feqqrV6fwCWUWB4WjqZhTdraANnLhI
[2] https://www.nytimes.com/2020/07/30/us/native-americans-coronavirus-data.html?referringSource=articleShare
[2] https://indiancountrytoday.com/news/aaron-yazzie-s-stuff-on-mars-again-jlkuATOj4ESwhSMNCSgzjg
[2] https://www.youtube.com/watch?v=WA4dDs0T7sM&feature=youtu.be

[2] https://app.smarterselect.com/programs/64839-Horatio-Alger-Association
[1] https://twitter.com/Law360/status/1289591933426311169

Top Domains
Top Domains in Tweet in Entire Graph:
[249] twitter.com
[222] etsy.com
[113] instagram.com
[94] youtube.com
[74] amazon.com
[68] ebay.com
[43] missingkids.org
[42] mybook.to
[30] aivmi.org
[26] redbubble.com

Top Domains in Tweet in G1:
[5] instagram.com
[2] twitter.com
[2] blogspot.com
[1] 1sttheworld.com
[1] ampproject.org
[1] youtube.com
[1] smithsonianmag.com

Top Domains in Tweet in G2:
[76] instagram.com
[51] twitter.com
[36] ebay.com
[25] grantwriters.net
[21] youtube.com
[15] etsy.com
[8] spotify.com
[7] nositio.eu
[5] tiktok.com
[5] amazon.com

Top Domains in Tweet in G3:
[104] etsy.com
[50] amazon.com
[42] mybook.to
[30] aivmi.org
[15] ebay.com
[13] etsy.me
[10] barnesandnoble.com
[9] eprintedbooks.com
[8] kobo.com
[8] dancinglemurpressllc.com

Top Domains in Tweet in G4:
[15] nytimes.com
[3] etsy.com
[1] twitter.com
[1] mailchi.mp

Top Domains in Tweet in G5:
[80] etsy.com
[19] awin1.com
[16] beauxbeautyblog.com
[10] twitter.com
[9] patreon.com
[3] amazon.com
[3] nicoa.org
[1] facebook.com
[1] change.org
[1] youtube.com

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

Top Domains in Tweet in G7:
[9] twitter.com
[3] youtube.com
[1] indiancountrytoday.com
[1] esquire.com
[1] breitbart.com
[1] cnn.com
[1] vox.com
[1] nbcnews.com

Top Domains in Tweet in G8:
[1] theatlantic.com
[1] time.com

Top Domains in Tweet in G9:
[1] instagram.com
[1] etsy.com
[1] cnn.com
[1] twitter.com

Top Domains in Tweet in G10:
[17] twitter.com
[2] peoplegrove.com
[2] nativenewsonline.net
[2] nytimes.com
[2] indiancountrytoday.com
[2] youtube.com
[2] smarterselect.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3225] nativeamerican
[1354] nativetwitter
[979] wisdom
[913] quotes
[342] indigenous
[288] native
[177] nativeamericans
[168] firstnations
[116] alaskanative
[104] beadwork



Top Hashtags in Tweet in G1:
[1194] nativeamerican
[883] wisdom
[865] quotes
[29] nativeamericans
[29] nativetwitter
[9] nativelivesmatter
[9] native
[8] nativevote2020
[8] nstives
[8] nativeamericanlivesmatter

Top Hashtags in Tweet in G2:
[474] nativeamerican
[111] nativetwitter
[45] indigenous
[42] native
[32] southwestern
[27] navajo
[25] grantalert
[22] nativeamericans
[21] blacklivesmatter
[20] history

Top Hashtags in Tweet in G3:
[292] nativeamerican
[92] mystery
[67] thriller
[45] ku
[43] asmsg
[41] dreamcatcher
[41] turquoise
[41] navajo
[40] vintage
[39] iartg

Top Hashtags in Tweet in G4:
[228] nativetwitter
[14] bethann
[14] pretendiansuproar
[8] nativeamerican
[4] sellout
[3] decolonize
[3] art
[2] wisdom
[2] quotes
[2] covid_19

Top Hashtags in Tweet in G5:
[218] nativetwitter
[108] firstnations
[106] alaskanative
[82] unangax
[81] beadwork
[69] statimc
[66] aleut
[59] buynative
[58] nativemade
[46] nativeamerican

Top Hashtags in Tweet in G6:
[107] nativetwitter
[87] indigenous
[78] nativeamericans
[61] wednesdaymorning
[9] nativeamerican
[7] beadwork
[5] converse
[3] quotes
[2] wisdom
[2] fridaymorning

Top Hashtags in Tweet in G7:
[25] nativeamerican
[19] racist
[19] navajo
[15] deathpenalty
[12] nativetwitter
[10] stopexecutions
[7] terrehaute
[5] blacktwitter
[4] lezmondmitchell
[4] nativevote2020

Top Hashtags in Tweet in G8:
[8] nativeamerican
[5] evenaswebreathe
[5] crimenovel
[3] fiction
[1] native
[1] nativetwitter

Top Hashtags in Tweet in G9:
[61] nativetwitter
[41] nativeamerican
[4] tattooedgirls
[4] reztwitter
[4] ojibwe
[4] thickthighs
[3] twospirit
[3] todayinhistory
[1] decolonize

Top Hashtags in Tweet in G10:
[22] nativetwitter
[20] nativeamerican
[17] native
[14] thinkindian
[4] scholarship
[3] perseverance
[3] mars
[3] indigenousoutloud
[2] indigenouspeoples
[2] turtleisland

Top Words
Top Words in Tweet in Entire Graph:
[3226] #nativeamerican
[2750] nativeamwisdom
[1354] #nativetwitter
[979] #wisdom
[931] proverb
[913] #quotes
[647] native
[490] people
[444] one
[415] american

Top Words in Tweet in G1:
[2614] nativeamwisdom
[1194] #nativeamerican
[888] proverb
[883] #wisdom
[865] #quotes
[308] things
[279] earth
[262] one
[249] change
[214] whatever

Top Words in Tweet in G2:
[474] #nativeamerican
[111] #nativetwitter
[91] native
[65] american
[45] #indigenous
[42] #native
[41] program
[38] 20
[34] 000
[33] silver

Top Words in Tweet in G3:
[292] #nativeamerican
[183] katiemettner
[109] name
[102] lied
[102] practiced
[102] authority
[102] way
[102] give
[102] sarah
[102] banks

Top Words in Tweet in G4:
[228] #nativetwitter
[162] indigenous
[115] hey
[115] looking
[113] pay
[112] graphic
[112] artist
[112] design
[112] logo
[112] recommendations

Top Words in Tweet in G5:
[218] #nativetwitter
[180] beauxbeautyblog
[123] etsy
[123] shop
[108] #firstnations
[106] #alaskanative
[99] free
[98] beaded
[98] earrings
[98] shipping

Top Words in Tweet in G6:
[107] #nativetwitter
[87] #indigenous
[80] theonea26476702
[78] #nativeamericans
[62] cousin
[61] #wednesdaymorning
[15] going
[11] native
[11] mutuals
[11] ally

Top Words in Tweet in G7:
[32] realdonaldtrump
[25] #nativeamerican
[25] deathpenaltyact
[21] people
[19] #racist
[19] #navajo
[18] native
[18] stop
[17] truth
[17] powerful

Top Words in Tweet in G8:
[181] tweet
[98] etwurth
[97] read
[91] plz
[91] don
[90] going
[90] thing
[90] lot
[90] twitter
[90] likes

Top Words in Tweet in G9:
[61] #nativetwitter
[53] hey
[53] think
[53] need
[53] pay
[53] dreadful
[53] savage
[53] co
[53] visit
[53] know

Top Words in Tweet in G10:
[92] native
[53] clahchischiligi
[41] many
[40] students
[40] more
[39] journalism
[39] interested
[37] years
[37] ve
[37] worked

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[932] #nativeamerican,#wisdom
[786] proverb,#nativeamerican
[701] #wisdom,#quotes
[243] hey,#nativetwitter
[207] #nativeamerican,wisdom
[205] wisdom,#quotes
[192] #wisdom,quotes
[192] native,american
[175] #nativetwitter,looking
[163] seneca,proverb

Top Word Pairs in Tweet in G1:
[881] #nativeamerican,#wisdom
[752] proverb,#nativeamerican
[672] #wisdom,#quotes
[194] #nativeamerican,wisdom
[193] wisdom,#quotes
[186] #wisdom,quotes
[159] seneca,proverb
[145] chief,seattle
[130] nativeamwisdom,things
[123] russell,means

Top Word Pairs in Tweet in G2:
[61] native,american
[25] 20,grantgeek
[23] sterling,silver
[19] total,program
[19] program,funds
[18] 000,total
[18] grantgeek,#dot
[18] #dot,#transportation
[18] #transportation,#indiancountry
[18] #indiancountry,#nativeamerican

Top Word Pairs in Tweet in G3:
[102] lied,practiced
[102] practiced,authority
[102] authority,way
[102] way,give
[102] give,name
[102] name,sarah
[102] sarah,banks
[101] katiemettner,lied
[67] #mystery,#thriller
[60] ancient,wisdom

Top Word Pairs in Tweet in G4:
[115] hey,#nativetwitter
[114] #nativetwitter,looking
[112] looking,pay
[112] pay,indigenous
[112] indigenous,graphic
[112] graphic,artist
[112] artist,design
[112] design,logo
[112] logo,recommendations
[112] recommendations,thanks

Top Word Pairs in Tweet in G5:
[123] etsy,shop
[98] free,shipping
[81] #alaskanative,#firstnations
[67] shipping,etsy
[64] #unangax,#aleut
[63] decolonize,beaded
[62] beaded,hoop
[62] hoop,earrings
[52] daniel,dirks
[49] #statimc,#unangax

Top Word Pairs in Tweet in G6:
[65] #nativetwitter,#indigenous
[61] cousin,#wednesdaymorning
[61] #wednesdaymorning,#nativeamericans
[61] #nativeamericans,#nativetwitter
[60] theonea26476702,cousin
[22] #indigenous,#nativetwitter
[17] #nativetwitter,#nativeamericans
[16] theonea26476702,#indigenous
[11] #nativetwitter,native
[11] native,mutuals

Top Word Pairs in Tweet in G7:
[17] truth,realdonaldtrump
[17] realdonaldtrump,powerful
[17] powerful,leader
[17] leader,stop
[17] stop,#racist
[17] #racist,ignoring
[17] ignoring,#navajo
[15] #navajo,#nativeamerica
[13] federal,government
[13] government,once

Top Word Pairs in Tweet in G8:
[91] plz,don
[91] don,read
[90] going,tweet
[90] tweet,thing
[90] thing,tweet
[90] tweet,lot
[90] lot,twitter
[90] twitter,likes
[90] likes,today
[90] today,tweeting

Top Word Pairs in Tweet in G9:
[53] hey,#nativetwitter
[53] #nativetwitter,think
[53] think,need
[53] need,pay
[53] pay,dreadful
[53] dreadful,savage
[53] savage,co
[53] co,visit
[53] visit,know
[53] know,feel

Top Word Pairs in Tweet in G10:
[39] native,students
[38] students,interested
[37] many,years
[37] years,ve
[37] ve,worked
[37] worked,native
[37] native,diversity
[37] diversity,journalism
[37] journalism,programs
[37] programs,more

Top Replied-To
Top Replied-To in Entire Graph:
@brettachapman
@realdonaldtrump
@_illuminatives
@brgridiron
@indigenousbeads
@2larryjohnson7
@indiancountry
@joebiden
@mdewakanton
@heshimuk

Top Replied-To in G1:
@epigeneticwhisp

Top Replied-To in G3:
@etsy
@amazon

Top Replied-To in G4:
@jaythepopulist
@jmitchellnews
@itancanwin
@theseniorreport
@nihb1
@crystalechohawk

Top Replied-To in G5:
@_illuminatives
@packers
@nfl
@meltxmyxheart
@notyourmascot
@lanetaylor65
@tatianatmac
@marissa_jae
@auntycarpetweed
@eskimojoes

Top Replied-To in G7:
@realdonaldtrump
@joebiden
@cooluser51
@gopchairwoman
@erictrump
@spark_radio_net
@mishelprada
@gberlanti
@kevinmace
@whrapidresponse

Top Replied-To in G8:
@etwurth

Top Replied-To in G10:
@brettachapman
@delschilling
@wirelesshogan
@mackenziebezos

Top Mentioned
Top Mentioned in Entire Graph:
@nativeamwisdom
@beauxbeautyblog
@katiemettner
@native4data
@etwurth
@theonea26476702
@redstreakgirl
@ggcollinswriter
@asu
@clahchischiligi

Top Mentioned in G1:
@nativeamwisdom
@proud_natives
@nativew1sdom
@prescottazhist
@therealrapbeat
@wortmanlewis

Top Mentioned in G2:
@grantgeek
@realm_within
@oursofearth
@storm_rising
@quortshirts
@philographikon2
@nadielesimporta
@jonssonlorne
@lifeinnz

Top Mentioned in G3:
@katiemettner
@ggcollinswriter
@ingrida11065959
@sterlinggate
@ninsthewriter
@twitmanager_
@suzcat12
@book_tribe
@raymond_norman
@cpsworks14560

Top Mentioned in G4:
@native4data
@pigasuak
@nytimes
@jfkeeler
@shaunabaker
@nativeamwisdom
@mahtheyzhawey76
@beauxbeautyblog
@hanjangho76
@earlofariel

Top Mentioned in G5:
@beauxbeautyblog
@arnalllabrador
@nativemuse
@rynufe
@native4data
@_illuminatives
@ukudigada
@nicoa_aging
@meltxmyxheart
@amber_buckanaga

Top Mentioned in G6:
@theonea26476702
@nunaraq
@nativeamwisdom
@sorryits_robin
@jenilewwho
@kraft_gabby
@nokellermascot
@aahasuwimiikwan
@_happy_face
@hf_dreamcatcher

Top Mentioned in G7:
@realdonaldtrump
@deathpenaltyact
@abrahambonowitz
@ivankatrump
@joebiden
@politicalant
@gop
@dnc
@stanford
@wvalderrama

Top Mentioned in G8:
@etwurth
@abirdsaun13
@scifiandscary
@carleighbaker
@jwhitehead204
@cherie_dimaline
@clahchischiligi
@native4data

Top Mentioned in G9:
@trevor_nault
@denisestokes
@memetoldyou
@realitybent
@beauxbeautyblog
@amber_buckanaga

Top Mentioned in G10:
@clahchischiligi
@collegefund
@nativepathways
@native_scholars
@leefrancisiv
@repjohnlewis
@_sidmehta
@wirelesshogan
@nasajpl
@nike

Top Tweeters
Top Tweeters in Entire Graph:
@paul_cude
@barntiques859
@alhanda
@akpolyme
@nblackthorne
@rk70534
@bella623
@eprintedbooks
@renaissancefai
@raymond_norman

Top Tweeters in G1:
@miltonespinozaf
@yarosisnancy
@flipthescript8
@justmepammy
@leehillerlondon
@abrazaq
@jjj5819
@julian47hill
@kaylamarie413
@wolfie_rankin

Top Tweeters in G2:
@junkyardblonde
@cultiv8hope
@rizvisalim
@davidaquinley
@sassy_brit
@therealyog
@shashib
@res416
@sfworldcc
@kneecree

Top Tweeters in G3:
@paul_cude
@barntiques859
@alhanda
@akpolyme
@nblackthorne
@bella623
@eprintedbooks
@renaissancefai
@raymond_norman
@judehaste_write

Top Tweeters in G4:
@elknight20
@rolandsmartin
@inpoco
@nytimes
@dvanhook822
@hanjangho76
@iamwhoismoses
@ciiaqaplfraser
@readywriting
@gluonsrule

Top Tweeters in G5:
@tenji95
@saintwalker98
@diymikes
@inoru42
@joi_the_artist
@jamtartladyharp
@coldbean
@fangirlsmash
@inirbag15
@radcrochetqueer

Top Tweeters in G6:
@marilynwinders
@lavon_lyne
@robertobarquin
@slavanj
@caffienekitty
@bullsranch99
@jeaniehorine
@princess_yuna77
@srk1951mn
@devonjhall

Top Tweeters in G7:
@politicalant
@foxnews
@nypost
@kare11
@startribune
@oann
@spark_radio_net
@mprnews
@dumpbloatus
@cooluser51

Top Tweeters in G8:
@tuphlos
@aspeed
@enderfp
@jacobenimble
@irishlittimes
@emiko_wisp
@rocapri
@drama_panda
@lexcade
@scifiandscary

Top Tweeters in G9:
@annfinster
@cruise_peter
@machinesqarrs
@philipm67375789
@rosespitznogle
@tpfnewsnow
@__eidola__
@curse_collector
@challlass
@noteyeasia

Top Tweeters in G10:
@to_suesmall
@iblacksheep
@epidatageek
@iconicimagery
@meche64
@terrileedee
@delschilling
@goeldfinger
@pbs
@stinsontimothy