#nativeamerican OR #nativetwitter, Twitter, 9/17/2020 2:26:10 AM, 235290


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#nativeamerican OR #nativetwitter_2020-09-16_18-37-36.xlsx
#nativeamerican OR #nativetwitter_2020-09-16_18-37-36.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 17, 2020
Short Description:
#nativeamerican OR #nativetwitter via NodeXL https://bit.ly/2RBagA8
@nativeamwisdom
@theuihi
@beauxbeautyblog
@eeb_erica
@opechanga
@katiemettner
@pam_palmater
@john_a_little
@witchmoon131
@colliemum3

Top hashtags:
#nativeamerican
#wisdom
#quotes
#nativetwitter

Description:
Description
The graph represents a network of 4,336 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, 17 September 2020 at 01:42 UTC.

The requested start date was Thursday, 17 September 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, 16-hour, 5-minute period from Monday, 07 September 2020 at 12:13 UTC to Wednesday, 16 September 2020 at 04:18 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 : 4336
Unique Edges : 1629
Edges With Duplicates : 13116
Total Edges : 14745
Number of Edge Types : 5
Retweet : 5871
MentionsInRetweet : 6464
Mentions : 805
Tweet : 1476
Replies to : 129
Self-Loops : 1554
Reciprocated Vertex Pair Ratio : 0.0120274914089347
Reciprocated Edge Ratio : 0.0237691001697793
Connected Components : 554
Single-Vertex Connected Components : 332
Maximum Vertices in a Connected Component : 3231
Maximum Edges in a Connected Component : 12842
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 4.872085
Graph Density : 0.000250684167741331
Modularity : 0.312018
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 4,336 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, 17 September 2020 at 01:42 UTC.

The requested start date was Thursday, 17 September 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, 16-hour, 5-minute period from Monday, 07 September 2020 at 12:13 UTC to Wednesday, 16 September 2020 at 04:18 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:
[42] https://mybook.to/ForeverPhoenix
[29] 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
[26] http://www.uihi.org/projects/branch/
[25] https://www.awin1.com/cread.php?awinmid=6220&awinaffid=449241&clickref=&platform=sl&ued=https%3A%2F%2Fwww.etsy.com%2Fshop%2Flovealaskadesign
[24] https://mybook.to/WintersRain
[17] https://www.theblacklist.net/communities/calltoaction/forum/lakota-people-s-law-project-social-justice-in-the-sports-arena?edited=1
[16] https://www.amazon.com/Girl-Who-Loved-Cayo-Bradley/dp/1796751960/ref=tmm_pap_swatch_0?_encoding=UTF8&qid=1567631780&sr=1-1
[16] https://www.awin1.com/cread.php?awinmid=6220&awinaffid=449241&clickref=&platform=sl&ued=https://www.etsy.com/shop/lovealaskadesign
[16] 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
[16] 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:
[1] https://twitter.com/nativenews_net/status/1305943403788722185
[1] https://twitter.com/projectlincoln/status/1304189156394901504
[1] https://twitter.com/rayboomhower/status/1304750485686161408
[1] https://twitter.com/democracyinn/status/1305071542083244033
[1] https://www.instagram.com/accounts/login/?next=/p/CE5iI-vDJoN/%3Figshid%3D2wftdx6kh8tl

Top URLs in Tweet in G2:
[10] https://windriversf.com/
[8] http://radiohistoria.nositio.eu
[8] https://grantwriters.net/search-for-grants/grant-6686/
[5] https://grantwriters.net/search-for-grants/grant-6821/
[4] http://www.sterlingscripts.com
[4] https://www.redbubble.com/i/mask/Turquoise-Pattern-Native-American-Style-by-mar73/51434187.9G0D8?asc=u
[4] https://grantwriters.net/search-for-grants/grant-6833/
[3] https://www.nytimes.com/2020/09/09/arts/design/met-museum-native-american-curator.html
[3] https://www.npr.org/2020/08/24/899422710/to-manage-wildfire-california-looks-to-what-tribes-have-known-all-along
[3] https://racecolornon.com/

Top URLs in Tweet in G3:
[23] http://www.uihi.org/projects/branch/
[10] https://givingday.trinity.edu/giving-day/29713/donate?dept=29715&des=106824
[3] https://redcap.link/UIHIapplication
[3] https://solve.mit.edu/challenges/2020-indigenous-communities-fellowship/solutions/29021
[3] https://twitter.com/ERuleDC/status/1303802405641949184
[2] https://www.awin1.com/cread.php?awinmid=6220&awinaffid=449241&clickref=&platform=sl&ued=https%3A%2F%2Fwww.etsy.com%2Fshop%2Flovealaskadesign
[2] https://instagram.com/otsitsidesigns
[2] https://twitter.com/john_a_little/status/1303411720094986241
[2] 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
[2] https://www.instagram.com/eskimoicefishing?igshid=1k5dxtz2v42t4

Top URLs in Tweet in G4:
[9] https://teechip.com/stores/PowWowSwag
[9] https://teechip.com/stores/faithbased
[6] https://www.youtube.com/watch?v=fZ1m9Qesbq8&feature=youtu.be

[4] https://mikebonemedia.com/store
[3] https://www.youtube.com/watch?v=vmvCwO6MYU4&feature=youtu.be

[3] https://www.youtube.com/watch?v=az46YwNr6Ls&feature=youtu.be

[3] https://www.youtube.com/mikebonemusic?app=desktop
[3] https://mikebonemedia.com/track/2225109/knock-em-down
[2] https://mikebonemedia.com/audio
[2] https://teechip.com/MMIW

Top URLs in Tweet in G5:
[2] https://twitter.com/chiefstonefox/status/1303781030403465217
[2] https://twitter.com/Native3rd/status/1305544354510049280
[2] https://twitter.com/brettachapman/status/1303038906577956870
[2] https://twitter.com/littlearcanine_/status/1303081403064573952
[2] https://twitter.com/native3rd/status/1304094875474956290
[2] https://twitter.com/native3rd/status/1305589786636361732
[2] https://www.facebook.com/perolike/videos/1257939347626787/
[1] https://welcomenativeshop.com/collections/hoodie
[1] https://twitter.com/NativeAmWisdom/status/1306020491145220096
[1] https://twitter.com/LoriFrey15/status/1302793930514276357

Top URLs in Tweet in G6:
[24] 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
[21] https://www.awin1.com/cread.php?awinmid=6220&awinaffid=449241&clickref=&platform=sl&ued=https%3A%2F%2Fwww.etsy.com%2Fshop%2Flovealaskadesign
[16] 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
[16] 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
[16] https://www.awin1.com/cread.php?awinmid=6220&awinaffid=449241&clickref=&platform=sl&ued=https://www.etsy.com/shop/lovealaskadesign
[7] 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_1599294963_7573a52d5e1b61285e746e1471969453
[3] https://twitter.com/anishinaa_gay/status/1304805132224299010?s=19
[2] https://www.change.org/p/it-s-time-for-the-cleveland-indians-to-change-their-name
[2] http://tidd.ly/6415bf00
[2] https://www.amazon.com/hz/wishlist/ls/VD1HST5PKK2C?ref_=wl_share

Top URLs in Tweet in G7:
[42] https://mybook.to/ForeverPhoenix
[24] https://mybook.to/WintersRain
[13] https://eprintedbooks.com/wp/flint-of-dreams-by-charles-peterson-sheppard-literature-fiction/
[13] https://www.amazon.com/Girl-Who-Loved-Cayo-Bradley/dp/1796751960/ref=tmm_pap_swatch_0?_encoding=UTF8&qid=1567631780&sr=1-1
[6] http://aivmi.org/true-story-native-american-women-warriors/
[6] http://aivmi.org/roy-benavidez-medal-of-honor-recipient/
[6] http://aivmi.org/pre-european-north-american-natives/
[5] https://www.amazon.com/gp/aw/d/B08C99TGDH/ref=dbs_a_w_dp_b08c99tgdh
[5] http://aivmi.org/sioux-given-medal-of-honor/
[4] https://mybook.to/OW

Top URLs in Tweet in G8:
[9] https://docs.google.com/forms/d/e/1FAIpQLSddNee90nU7aT0Ebq7lQXkiXcCbmY3RCAJzZdNDLqQelfSdeQ/viewform
[3] https://www.youtube.com/watch?v=zzs0gcaWY5w&feature=youtu.be

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

[2] https://twitter.com/wirelesshogan/status/1305832380951859200
[1] https://www.youtube.com/watch?v=vloXyO4l8mg&feature=youtu.be

[1] https://twitter.com/hkrassenstein/status/1305641090448535557
[1] https://twitter.com/stevedaines/status/1305621722385743873
[1] http://www.uihi.org/projects/branch/
[1] https://twitter.com/HistoryHeroes/status/875982264475295744
[1] https://twitter.com/Blklivesmatter/status/1304915321929625600

Top URLs in Tweet in G9:
[3] https://www.ndnupclothing.com/
[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

Top URLs in Tweet in G10:
[5] https://podcasts.apple.com/us/podcast/not-invisible-native-womxn-on-the-frontlines/id1511755585
[1] https://www.youtube.com/watch?v=omIusiBdNxY

[1] https://www.youtube.com/watch?v=OlpLLxGb3tQ&t=18s

[1] https://www.theglobeandmail.com/opinion/article-clearing-the-lands-has-always-been-at-the-heart-of-canadas-indian/
[1] https://soundcloud.com/pampalmater/iroquois-nationals-lacrosse
[1] https://www.thelawyersdaily.ca/articles/20899/criminalization-of-indigenous-journalism-contradicts-reconciliation-pamela-palmater?category=opinion
[1] https://www.cbc.ca/books/47-works-of-canadian-nonfiction-coming-out-in-fall-2020-1.5691235
[1] https://www.azcentral.com/story/news/politics/arizona/2020/09/13/arizonas-history-suppressing-black-latino-native-american-voters/5771359002/

Top Domains
Top Domains in Tweet in Entire Graph:
[295] twitter.com
[159] etsy.com
[89] youtube.com
[77] instagram.com
[70] mybook.to
[63] amazon.com
[41] awin1.com
[35] aivmi.org
[28] google.com
[26] uihi.org

Top Domains in Tweet in G1:
[4] twitter.com
[1] instagram.com

Top Domains in Tweet in G2:
[60] twitter.com
[60] instagram.com
[20] windriversf.com
[17] etsy.com
[17] grantwriters.net
[12] redbubble.com
[9] youtube.com
[8] nositio.eu
[5] facebook.com
[5] nytimes.com

Top Domains in Tweet in G3:
[23] uihi.org
[10] trinity.edu
[10] twitter.com
[4] instagram.com
[3] redcap.link
[3] mit.edu
[2] awin1.com
[2] etsy.com
[1] facebook.com
[1] nicoa.org

Top Domains in Tweet in G4:
[26] youtube.com
[23] twitter.com
[21] teechip.com
[15] google.com
[9] mikebonemedia.com
[9] originalpechanga.com
[3] instagram.com
[2] nativebusinessmag.com
[2] nevadaindianterritory.com
[2] indiancountrytoday.com

Top Domains in Tweet in G5:
[94] twitter.com
[2] facebook.com
[1] welcomenativeshop.com
[1] kut.org
[1] fatherly.com
[1] hispanicmonth.net
[1] oprahmag.com
[1] uihi.org
[1] hyperallergic.com
[1] awin1.com

Top Domains in Tweet in G6:
[63] etsy.com
[37] awin1.com
[7] twitter.com
[3] amazon.com
[2] change.org
[2] tidd.ly
[2] instagram.com
[1] riverfronttimes.com

Top Domains in Tweet in G7:
[70] mybook.to
[35] aivmi.org
[27] amazon.com
[13] eprintedbooks.com
[4] facebook.com
[2] blogspot.com
[1] thebookkhaleesi.com
[1] twitter.com

Top Domains in Tweet in G8:
[11] twitter.com
[9] google.com
[7] youtube.com
[1] uihi.org
[1] npr.org
[1] wired.com

Top Domains in Tweet in G9:
[3] ndnupclothing.com
[1] etsy.com

Top Domains in Tweet in G10:
[5] apple.com
[2] youtube.com
[1] theglobeandmail.com
[1] soundcloud.com
[1] thelawyersdaily.ca
[1] cbc.ca
[1] azcentral.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3475] nativeamerican
[1380] wisdom
[1187] quotes
[1038] nativetwitter
[326] native
[260] indigenous
[163] americanindian
[154] firstnations
[138] cherokee
[132] history



Top Hashtags in Tweet in G1:
[1525] nativeamerican
[1204] wisdom
[1099] quotes
[4] nativetwitter
[4] blacklivesmatter
[4] latinos
[3] brownlivesmatter
[2] asiansforblacklives
[2] asianslivesmatter
[2] aho

Top Hashtags in Tweet in G2:
[404] nativeamerican
[92] nativetwitter
[51] native
[42] indigenous
[29] navajo
[22] art
[17] etsy
[17] grantalert
[16] nativeamericans
[14] edwardscurtis

Top Hashtags in Tweet in G3:
[76] nativetwitter
[23] nativeamerican
[15] wisdom
[15] quotes
[13] hurricanelaura
[13] covid19
[10] icymi
[7] academictwitter
[7] indigenoushealth
[6] environmentaljustice

Top Hashtags in Tweet in G4:
[124] nativeamerican
[107] nativetwitter
[48] mmiw
[39] indigenous
[33] mikebone
[22] powwow
[20] nativepride
[18] support
[18] merch
[18] clothing

Top Hashtags in Tweet in G5:
[291] nativeamerican
[225] nativetwitter
[175] native
[111] americanindian
[111] cherokee
[111] cherokeenation
[109] indigenouspeople
[100] wisdom
[90] injun101
[64] nativeart

Top Hashtags in Tweet in G6:
[135] nativetwitter
[95] firstnations
[95] beadwork
[94] alaskanative
[91] statimc
[88] unangax
[86] aleut
[76] nativemade
[76] buynative
[65] hurricanelaura

Top Hashtags in Tweet in G7:
[119] nativeamerican
[70] ku
[37] asmsg
[35] mystery
[35] thriller
[27] paranormal
[24] romanticsuspense
[24] ian
[22] newrelease
[21] iartg

Top Hashtags in Tweet in G8:
[46] nativeamerican
[16] blacklivesmatter
[15] iamvanessaguillen
[14] philandocastile
[12] navajonation
[12] nativetwitter
[11] navajo
[9] bidenharris
[9] trump2020landslide
[8] democratsaredestroyingamerica

Top Hashtags in Tweet in G9:
[88] nativeamerican
[69] nativetwitter
[52] eyelook
[29] mua
[9] beadedjewelry
[9] smallbusiness
[7] hurricanelaura
[6] beading
[6] phoenix
[3] landback

Top Hashtags in Tweet in G10:
[32] nativetwitter
[13] twospirit
[13] ndn
[12] warriorlifepodcast
[12] beadwork
[12] lgbtq
[6] indigenous
[5] notinvisible
[5] nativewomxn
[4] hurricanelaura

Top Words
Top Words in Tweet in Entire Graph:
[3474] #nativeamerican
[3456] nativeamwisdom
[1380] #wisdom
[1187] #quotes
[1040] proverb
[1038] #nativetwitter
[642] native
[550] earth
[526] free
[444] one

Top Words in Tweet in G1:
[3226] nativeamwisdom
[1525] #nativeamerican
[1204] #wisdom
[1099] #quotes
[974] proverb
[481] earth
[301] free
[296] light
[277] once
[274] men

Top Words in Tweet in G2:
[402] #nativeamerican
[92] #nativetwitter
[55] native
[51] #native
[49] american
[42] #indigenous
[29] #navajo
[28] art
[27] people
[25] more

Top Words in Tweet in G3:
[216] native
[133] femme
[133] sexual
[133] violence
[130] theuihi
[114] indigenous
[113] available
[112] mini
[110] 63
[110] grants

Top Words in Tweet in G4:
[125] #nativeamerican
[107] #nativetwitter
[48] #mmiw
[47] chiefs
[47] mikebonemusic
[39] racist
[39] #indigenous
[36] nfl
[36] appropriation
[35] nike

Top Words in Tweet in G5:
[291] #nativeamerican
[225] #nativetwitter
[177] #native
[111] #americanindian
[111] #cherokee
[111] #cherokeenation
[109] #indigenouspeople
[100] #wisdom
[96] nativeamwisdom
[90] #injun101

Top Words in Tweet in G6:
[156] beauxbeautyblog
[137] free
[135] #nativetwitter
[124] etsy
[121] shipping
[120] shop
[95] #firstnations
[95] #beadwork
[94] #alaskanative
[91] #statimc

Top Words in Tweet in G7:
[119] #nativeamerican
[98] katiemettner
[96] '
[70] #ku
[63] world
[42] girl
[42] loved
[39] story
[37] #asmsg
[37] winter

Top Words in Tweet in G8:
[46] #nativeamerican
[19] story
[18] vote
[17] joebiden
[16] told
[16] #blacklivesmatter
[16] hidden
[16] princess
[15] nativeamwisdom
[15] #iamvanessaguillen

Top Words in Tweet in G9:
[88] #nativeamerican
[83] nithaomalakisha
[69] #nativetwitter
[53] pendleton
[53] blue
[52] another
[52] #eyelook
[52] using
[52] colourpopco
[52] moon

Top Words in Tweet in G10:
[64] indigenous
[63] pam_palmater
[39] article
[38] latest
[38] lawyersdailyca
[38] criminalization
[38] journalism
[38] contradicts
[38] reconciliation
[38] 25

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1295] #nativeamerican,#wisdom
[1113] #wisdom,#quotes
[989] proverb,#nativeamerican
[228] once,free
[226] give,thanks
[219] native,american
[176] john,fire
[176] fire,lame
[172] crazy,horse
[172] horse,#nativeamerican

Top Word Pairs in Tweet in G1:
[1204] #nativeamerican,#wisdom
[1035] #wisdom,#quotes
[927] proverb,#nativeamerican
[220] once,free
[211] give,thanks
[166] john,fire
[166] fire,lame
[155] nativeamwisdom,one
[152] crazy,horse
[152] horse,#nativeamerican

Top Word Pairs in Tweet in G2:
[38] native,american
[24] #native,#nativeamerican
[17] due,10
[17] 20,grantgeek
[14] #etsy,shop
[14] #edwardscurtis,#edwardcurtis
[14] #edwardcurtis,#thecurtisgallery
[14] #thecurtisgallery,#edwardcurtisphotography
[14] #edwardcurtisphotography,#pomo
[14] #pomo,#pomotribe

Top Word Pairs in Tweet in G3:
[133] native,femme
[133] sexual,violence
[110] grants,available
[110] survivors,sexual
[100] exciting,news
[100] news,63
[100] 63,400
[100] 400,mini
[100] mini,grants
[100] available,native

Top Word Pairs in Tweet in G4:
[34] nfl,chiefs
[34] chiefs,sponsors
[34] sponsors,pepsico
[34] pepsico,nike
[34] nike,ford
[34] ford,feel
[34] feel,racist
[34] racist,appropriation
[34] appropriation,mocking
[34] mocking,#nativeamerican

Top Word Pairs in Tweet in G5:
[113] #nativeamerican,#nativetwitter
[111] #americanindian,#nativeamerican
[111] #nativetwitter,#native
[111] #native,#cherokee
[111] #cherokee,#cherokeenation
[109] #cherokeenation,#indigenouspeople
[90] #indigenouspeople,#injun101
[68] #injun101,#wisdom
[47] #wisdom,#westandtogether
[47] #westandtogether,#nativeamericanwarriors

Top Word Pairs in Tweet in G6:
[121] free,shipping
[120] etsy,shop
[84] #unangax,#aleut
[78] #alaskanative,#firstnations
[70] #statimc,#unangax
[65] direct,path
[62] shipping,etsy
[61] sockeye,salmon
[61] salmon,skin
[61] quartz,crystals

Top Word Pairs in Tweet in G7:
[42] girl,loved
[35] #mystery,#thriller
[33] ',girl
[31] expertly,woven
[31] woven,story
[31] story,witty
[31] witty,dialogue
[31] dialogue,fast
[31] fast,paced
[31] paced,plot

Top Word Pairs in Tweet in G8:
[16] hidden,princess
[15] story,told
[15] #iamvanessaguillen,#blacklivesmatter
[14] told,#iamvanessaguillen
[14] #blacklivesmatter,#philandocastile
[14] #philandocastile,#nativeamerican
[10] #navajo,#navajonation
[9] make,sure
[9] sure,vote
[9] vote,counts

Top Word Pairs in Tweet in G9:
[52] another,#nativeamerican
[52] #nativeamerican,pendleton
[52] pendleton,#eyelook
[52] #eyelook,#nativetwitter
[52] #nativetwitter,using
[52] using,colourpopco
[52] colourpopco,blue
[52] blue,moon
[52] moon,palette
[52] palette,créme

Top Word Pairs in Tweet in G10:
[38] latest,article
[38] article,lawyersdailyca
[38] lawyersdailyca,criminalization
[38] criminalization,indigenous
[38] indigenous,journalism
[38] journalism,contradicts
[38] contradicts,reconciliation
[38] reconciliation,25
[38] 25,years
[37] pam_palmater,latest

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@lammatichama
@lakotaman1
@ndnlawyer
@danpriceseattle
@brettachapman
@jilevin
@ctwobraids
@nativeamwisdom
@suttonboys

Top Replied-To in G1:
@nativeamwisdom

Top Replied-To in G3:
@kimrogerswriter

Top Replied-To in G4:
@lakotaman1
@lammatichama
@ndnlawyer
@zhaabowekwe
@kaitlincurtice
@notyourmascot
@traciej_
@parveenkaswan
@trumpsamygdala
@lucasbrowneyes

Top Replied-To in G5:
@cornplantermdia
@jasindn
@nativeamwisdom

Top Replied-To in G6:
@vergentc
@pbsteachers

Top Replied-To in G8:
@realdonaldtrump
@cleavon_md
@jysexton
@m_j_pridgen2
@sock_commie
@stevedaines
@dine4biden
@kuronrickyjay
@thisweekabc
@drewholden360

Top Replied-To in G9:
@sc6ttyy

Top Replied-To in G10:
@globeandmail

Top Mentioned
Top Mentioned in Entire Graph:
@nativeamwisdom
@beauxbeautyblog
@theuihi
@katiemettner
@nithaomalakisha
@john_a_little
@505nomad
@jmark923
@pam_palmater
@csjewelry

Top Mentioned in G1:
@nativeamwisdom
@nativeamday
@djdabblin

Top Mentioned in G2:
@grantgeek
@clarejosamboo
@jacklondon1857
@brendagirolamo
@brightgems4u
@jonahblank
@universdesimag1
@100_alpha
@80sbabeeangel

Top Mentioned in G3:
@theuihi
@john_a_little
@csjewelry
@nativeamwisdom
@beauxbeautyblog
@dawnequigley
@yerawizardkelly
@gwcipp
@loverebeccaray
@ndnd_official

Top Mentioned in G4:
@mikebonemusic
@chiefs
@nfl
@nike
@pepsico
@ford
@firstpeoplesww
@roknrob121
@indianaffairs
@opechanga

Top Mentioned in G5:
@nativeamwisdom
@jmark923
@jasindn
@welcomenative
@colliemum3
@arnalllabrador
@proud_natives
@beauxbeautyblog
@pwna4hope
@indianaffairs

Top Mentioned in G6:
@beauxbeautyblog
@d_towski
@pollysgdaughter
@riverfront
@tracisorell
@indiancountry
@reycraftbooks
@nativeamwisdom
@juliana_monty
@diversebooks

Top Mentioned in G7:
@katiemettner
@ggcollinswriter
@raymond_norman
@eprintedbooks
@mainchannel_
@cpsworks14560
@roylmurry425
@ninsthewriter
@twitmanager_
@aivmi

Top Mentioned in G8:
@nativeamwisdom
@joebiden
@realdonaldtrump
@kamalaharris
@dedramuhammad
@lake_stanford
@southerncore74
@nativevote
@dine4biden
@nativesforbiden

Top Mentioned in G9:
@nithaomalakisha
@colourpopco
@beauxbeautyblog
@that1native_
@ntvwitch
@jasindn
@nativeamwisdom
@theuihi
@tribalsioux

Top Mentioned in G10:
@pam_palmater
@lawyersdailyca
@jordenironstar
@beauxbeautyblog
@drgarcia4sb
@cbcbooks
@fernpub
@niigaanwewidam
@csjewelry

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@paul_cude
@kayemenner
@dichristine
@cowboyscifibot
@car01am
@nblackthorne
@immoralreport
@bella623
@raymond_norman

Top Tweeters in G1:
@dichristine
@amaia_haikazti
@porridgeisgood
@flipthescript8
@jjj5819
@stachanna
@adekleine
@zentaoprincess
@diymikes
@jim_b60

Top Tweeters in G2:
@schestowitz
@80sbabeeangel
@keepcalmresist
@gadflyquebec
@brightgems4u
@el1421
@nolanelle
@utopianindigent
@easternwind_art
@moniqueblognet

Top Tweeters in G3:
@debbie_dease
@4evrstardancer
@holliejoyjoy
@ricardo_ik_ahau
@lildelain
@thedapperdiner
@totigerlilly
@lizzardo7
@ndn
@antseattle

Top Tweeters in G4:
@criticalanglez
@foxnews
@mel_storni
@kimpy123
@roknrob121
@3yeamhe
@mimitexasangel
@abc
@bbcworld
@nba

Top Tweeters in G5:
@linda_u_w_a
@blubdha
@mike_eh_52
@safetymentalst
@sergabo1
@rez_woman
@anne_tappe
@ellysiumfields
@doinabadescu
@katedmiston

Top Tweeters in G6:
@moniselseward
@brendaoncats
@wtf_imtooold
@inoru42
@algierslady
@joi_the_artist
@revagsl
@sealmacsgirl
@uvklvr47
@asbinvancity

Top Tweeters in G7:
@paul_cude
@kayemenner
@car01am
@nblackthorne
@bella623
@raymond_norman
@eprintedbooks
@judehaste_write
@angelamortimer2
@mckbirdbks

Top Tweeters in G8:
@immoralreport
@solutioneer72
@b52malmet
@drtommartinphd
@kutv2news
@laraoyedele
@todayshow
@wonkette
@evie_calling
@thisweekabc

Top Tweeters in G9:
@blossoming_nova
@ramzaheiral
@shikyonohana
@ndnunnie
@mandabald
@kaelaamarieee
@_linainverse
@darynoceansun
@burningommm
@nativeangelaz

Top Tweeters in G10:
@globeandmail
@allan_crawshaw
@musingsbyshe
@chrisatchs
@jimnarlene
@bigjmcc
@garywkinsman
@cbcadrianh
@cbcbooks
@torontopost