NodeXL Graph Gallery: Interactive Graph


Donate to the Social Media Research Foundation's NodeXL development fund

#nativeamerican OR #nativetwitter_2020-03-25_18-03-46.xlsx (experimental version)
NOTE: This version of the graph is not available with the browser you are using. A more recent version of the browser is required.
Zoom in Zoom out Reset the graph
Go to the graph's main page

From:
NodeXLExcelAutomator
Uploaded on:
March 26, 2020
Short Description:
#nativeamerican OR #nativetwitter via NodeXL https://bit.ly/2JhZiLv
@nativeamwisdom
@tracisorell
@shelia12382463
@beauxbeautyblog
@villanuevaedgar
@arnalllabrador
@bullwalksonfire
@mediaindigena
@cheekyewe
@nanxox2_woke

Top hashtags:
#nativeamerican
#wisdom

Description:
Description
The graph represents a network of 3,357 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, 26 March 2020 at 01:04 UTC.

The requested start date was Thursday, 26 March 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, 42-minute period from Wednesday, 18 March 2020 at 20:46 UTC to Wednesday, 25 March 2020 at 03:29 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 : 3357
Unique Edges : 3265
Edges With Duplicates : 2565
Total Edges : 5830
Number of Edge Types : 4
Tweet : 1024
MentionsInRetweet : 4167
Mentions : 555
Replies to : 84
Self-Loops : 1024
Reciprocated Vertex Pair Ratio : 0.0130486358244365
Reciprocated Edge Ratio : 0.0257611241217799
Connected Components : 439
Single-Vertex Connected Components : 268
Maximum Vertices in a Connected Component : 2216
Maximum Edges in a Connected Component : 4212
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 4.876185
Graph Density : 0.000303210731813658
Modularity : 0.571311
NodeXL Version : 1.0.1.428
Data Import : The graph represents a network of 3,357 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, 26 March 2020 at 01:04 UTC.

The requested start date was Thursday, 26 March 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, 42-minute period from Wednesday, 18 March 2020 at 20:46 UTC to Wednesday, 25 March 2020 at 03:29 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:
[73] 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] https://www.politico.com/news/2020/03/20/coronavirus-american-indian-health-138724
[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_1582077196_150d15f67d0881cd068d0909f4da29ea&utm_content=449241
[22] https://www.theguardian.com/us-news/2020/mar/18/covidcoronavirus-native-american-lummi-nation-trailblazing-steps
[20] https://calebandlindapirtle.com/89650-2/
[14] https://21vintagestreet.com/product/green-turquoise-navajo-sterling-silver-ring-silver-drops-rectangle-shape-vintage-sz-8-25/
[13] https://americanindiansinchildrensliterature.blogspot.com/2020/03/childrens-books-for-social-distance.html
[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
[12] 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_1584165412_6c61fe7f2fd3cc2f503e070a6c72ad47&utm_content=449241

Top URLs in Tweet in G1:
[2] https://twitter.com/frances_fisher/status/1242190415446413313
[1] https://twitter.com/merylnyc/status/1242267122576883717
[1] https://twitter.com/sunpeople5/status/1241118917332013062
[1] https://twitter.com/NativeAmWisdom/status/1241847643044605953

Top URLs in Tweet in G2:
[4] https://www.theguardian.com/us-news/2020/mar/18/covidcoronavirus-native-american-lummi-nation-trailblazing-steps
[3] https://www.ebay.com/itm/274138824443
[3] https://www.promotepictures.com/
[2] https://twitter.com/APTNNews/status/1240428444292349954
[2] https://rover.ebay.com/rover/1/711-53200-19255-0/1?ff3=2&toolid=10039&campid=5338271107&item=383467017915&vectorid=229466&lgeo=1
[2] https://www.politico.com/news/2020/03/20/coronavirus-american-indian-health-138724
[2] https://twitter.com/SonofBaldwin/status/1241068406750810112
[2] https://thehill.com/changing-america/respect/diversity-inclusion/488458-how-the-coronavirus-threatens-native-american
[2] https://www.instagram.com/p/B9-1WQiBbVt/?igshid=1qn3a0cms0y58
[2] https://intuitivescribe.blogspot.com/2016/12/sunrise.html?spref=tw

Top URLs in Tweet in G3:
[13] https://americanindiansinchildrensliterature.blogspot.com/2020/03/childrens-books-for-social-distance.html
[1] https://www.theguardian.com/environment/2020/mar/20/mexico-environment-land-defenders-murdered-rights-indigenous?CMP=Share_iOSApp_Other
[1] https://twitter.com/CynLeitichSmith/status/1239944300944818177
[1] https://www.bookpeople.com/book/9781536213133
[1] https://discover.submittable.com/blog/welcome-to-the-2020-eliza-so-fellowship/

Top URLs in Tweet in G4:
[15] https://www.theguardian.com/us-news/2020/mar/18/covidcoronavirus-native-american-lummi-nation-trailblazing-steps
[6] https://www.grapevine.org/c/3y6hD5/Liberated-Capital-A-Decolonizing-Wealth-Fund/home
[5] http://www.aises.org/
[2] https://forms.aises.org/form/webinarQ1
[2] https://www.facebook.com/NasugraqHopson
[2] https://www.washingtonindiangaming.org/scholarships/application/
[2] https://www.theguardian.com/us-news/2020/mar/18/covidcoronavirus-native-american-lummi-nation-trailblazing-steps?CMP=share_btn_fb&fbclid=IwAR1kArkZ87jCc5Ne4eschB9tEfnU6EE6ux7ahAyeHk4o0P5Pd1o3HEeDy_Q
[2] https://collegefund.org/students/scholarships/think-indian-grants/
[2] https://truthout.org/articles/the-2020-census-must-not-make-the-mistake-again-of-undercounting-native-people/
[2] https://www.youtube.com/channel/UCskrMPQ9aiMDe3NHULOMYjg

Top URLs in Tweet in G5:
[65] 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
[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_1582077196_150d15f67d0881cd068d0909f4da29ea&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
[12] 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_1584165412_6c61fe7f2fd3cc2f503e070a6c72ad47&utm_content=449241
[8] 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
[2] https://twitter.com/nunaraq/status/1241451639673950208?s=19
[2] https://www.paypal.me/natashacardinal
[1] https://www.amazon.com/hz/wishlist/ls/X7EJZ2U77BYR?ref_=wl_share
[1] https://www.change.org/p/us-healthcare-providers-for-federal-action-against-covid-19?recruiter=29206120&utm_source=share_petition&utm_medium=twitter&utm_campaign=psf_combo_share_initial&utm_term=psf_combo_share_initial&recruited_by_id=23fa1df0-e4c2-012f-0528-4040aa777426
[1] https://www.paypal.me/oddgoth

Top URLs in Tweet in G6:
[1] https://decisia.lexum.com/nsc/nssc/en/item/466256/index.do
[1] https://twitter.com/annabananahops/status/1242526100548444165

Top URLs in Tweet in G7:
[11] https://newmexiconomad.com/pecos-pueblo-national-historical-park/
[11] https://www.santafenewmexican.com/pasatiempo/when-stars-align-the-mysteries-of-chaco-canyon/article_111c1652-2b4c-54a2-8848-1c01ce8d9011.html
[9] https://sacredsites.com/americas/united_states/chaco_canyon.html
[6] https://the-journal.com/articles/153228
[4] https://csfuqua.bandcamp.com
[4] https://mescaleroapachetribe.com/our-culture/
[2] https://www.youtube.com/watch?v=JBbS5B5Ddig&feature=youtu.be

[1] https://newmexiconomad.com/gathering-of-nations/
[1] http://newmexiconomad.com/mesa-prieta/
[1] https://www.theguardian.com/us-news/2020/mar/18/covidcoronavirus-native-american-lummi-nation-trailblazing-steps

Top URLs in Tweet in G8:
[2] https://www.whoisleonardpeltier.info
[2] https://twitter.com/wirelesshogan/status/1240678460768391168
[2] https://www.hhs.gov/about/news/2020/03/20/hhs-announces-upcoming-action-to-provide-funding-to-tribes-for-covid-19-response.html
[1] https://twitter.com/AgeofRevs/status/1242057605419347968
[1] http://www.tribalnationsmaps.com/
[1] https://www.latimes.com/entertainment-arts/business/story/2020-03-13/new-mexico-production-boom-gives-native-americans-first-stake-in-hollywood
[1] http://www.nativepartnership.org/COVID
[1] https://indiancountrytoday.com/news/five-days-tells-the-coronavirus-story-caseload-jumps-from-two-to-26-vY4nuj3RdUGpbox3eB9PzA
[1] https://indiancountrytoday.com/news/how-are-you-adapting-to-the-covid-19-pandemic-WkYSjiliY0uAYeUrJ1zckQ
[1] https://indiancountrytoday.com/news/new-data-and-a-cherokee-nation-death-55JkVcPd-UePOrTdtawAYQ

Top URLs in Tweet in G9:
[1] https://twitter.com/cccoraa/status/1241436395538771969
[1] https://www.youtube.com/watch?v=1qNGJLNfEbM&t=6s

[1] https://soundcloud.com/pampalmater/lynn-gehl-challenges-indian-affairs-unfair-policy
[1] https://www.youtube.com/watch?v=1qNGJLNfEbM

[1] https://www.gofundme.com/f/help-get-beds?utm_medium=social&utm_source=twitter&utm_campaign=p_na+share-sheet&pc_code=tw_co_shareflow_a&rcid=2cd6977b66a94b3498bded29f2e7ddad
[1] https://www.paypal.me/ladylightofficial
[1] https://twitter.com/_ladylight/status/1241003337153163264
[1] https://twitter.com/darynoceansun/status/1241905506924421123
[1] https://www.gofundme.com/f/help-get-beds?utm_medium=social&utm_source=twitter&utm_campaign=p_na+share-sheet&pc_code=tw_co_dashboard_a&rcid=bed550809001498985c00dfeee086cfe
[1] https://www.gofundme.com/f/help-get-beds?utm_medium=social&utm_source=twitter&utm_campaign=p_na+share-sheet&pc_code=tw_co_dashboard_a&rcid=73bf2bd0e3014ab6928685ab58b8b15c

Top URLs in Tweet in G10:
[14] https://21vintagestreet.com/product/green-turquoise-navajo-sterling-silver-ring-silver-drops-rectangle-shape-vintage-sz-8-25/
[8] https://21vintagestreet.com/product/navajo-turquoise-coral-cuff-bracelet-sterling-melinda-lucas-artisan-handcrafted-vintage/
[8] https://www.etsy.com/listing/718311486/berebi-boho-southwestern-dangle-earrings?ref=listings_manager_grid
[7] https://21vintagestreet.com/product/old-pawn-turquoise-coral-ring-large-sterling-navajo-handcrafted-ooak-vintage-sz-6-5-7/
[7] https://www.etsy.com/listing/780283449/navajo-sterling-silver-large-floral-leaf?ref=listings_manager_grid
[7] https://www.etsy.com/listing/760800950/squash-blossom-bracelet-sancrest-glass?ref=listings_manager_grid
[6] https://www.amazon.com/Girl-Who-Loved-Cayo-Bradley/dp/1796751960/ref=tmm_pap_swatch_0?_encoding=UTF8&qid=1567631780&sr=1-1
[6] https://www.etsy.com/listing/785387133/sterling-silver-turquoise-leather-bolo?ref=listings_manager_grid
[1] https://www.etsy.com/Highway66Treasures/listing/773748120/native-american-navajo-12kgf-silver-opal?utm_campaign=Share&utm_medium=social_organic&utm_source=DSMT2&utm_term=so.smt&share_time=1584729921000
[1] https://www.etsy.com/Highway66Treasures/listing/773744652/native-american-navajo-turquoise-12kgf?utm_campaign=Share&utm_medium=social_organic&utm_source=DSMT2&utm_term=so.smt&share_time=1584555545000

Top Domains
Top Domains in Tweet in Entire Graph:
[201] etsy.com
[155] twitter.com
[108] instagram.com
[57] amazon.com
[37] youtube.com
[33] ebay.com
[31] theguardian.com
[29] 21vintagestreet.com
[27] politico.com
[21] blogspot.com

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

Top Domains in Tweet in G2:
[101] instagram.com
[45] twitter.com
[16] ebay.com
[9] etsy.com
[7] theguardian.com
[6] facebook.com
[5] youtube.com
[3] fineartamerica.com
[3] crystalwind.ca
[3] tiktok.com

Top Domains in Tweet in G3:
[13] blogspot.com
[1] theguardian.com
[1] twitter.com
[1] bookpeople.com
[1] submittable.com

Top Domains in Tweet in G4:
[17] theguardian.com
[9] aises.org
[6] grapevine.org
[4] twitter.com
[3] facebook.com
[2] washingtonindiangaming.org
[2] collegefund.org
[2] truthout.org
[2] youtube.com
[2] ache.org

Top Domains in Tweet in G5:
[114] etsy.com
[8] awin1.com
[3] twitter.com
[3] paypal.me
[1] amazon.com
[1] change.org
[1] politico.com

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

Top Domains in Tweet in G7:
[13] newmexiconomad.com
[11] santafenewmexican.com
[9] sacredsites.com
[6] the-journal.com
[4] bandcamp.com
[4] mescaleroapachetribe.com
[2] youtube.com
[1] theguardian.com
[1] twitter.com

Top Domains in Tweet in G8:
[13] twitter.com
[3] indiancountrytoday.com
[2] whoisleonardpeltier.info
[2] hhs.gov
[1] tribalnationsmaps.com
[1] latimes.com
[1] nativepartnership.org

Top Domains in Tweet in G9:
[3] twitter.com
[3] gofundme.com
[2] youtube.com
[1] soundcloud.com
[1] paypal.me

Top Domains in Tweet in G10:
[51] etsy.com
[29] 21vintagestreet.com
[8] amazon.com
[6] slam.org
[3] instagram.com
[1] etsy.me
[1] youtube.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2109] nativeamerican
[840] wisdom
[821] nativetwitter
[574] quotes
[127] native
[122] beadwork
[121] indigenous
[113] firstnations
[104] covid19
[103] alaskanative



Top Hashtags in Tweet in G1:
[883] nativeamerican
[797] wisdom
[561] quotes
[3] tribe
[3] kidsincages
[3] nativeamericanday
[2] covid_19
[2] notlatino
[2] i3mobile_usa
[1] rainbowwarriors

Top Hashtags in Tweet in G2:
[297] nativeamerican
[116] nativetwitter
[32] native
[32] berniesanders
[31] blacklivesmatter
[31] lgbt
[31] healthcare
[30] coronavirus
[30] indigenous
[25] americanindian

Top Hashtags in Tweet in G3:
[22] nativetwitter
[14] kidlit
[3] giveaway
[3] bookgiveaway
[3] mglit
[3] picturebook
[2] yalit
[1] kidlitart
[1] indigenous
[1] homeschool2020

Top Hashtags in Tweet in G4:
[147] nativeamerican
[18] nativetwitter
[16] thinkindian
[15] coronavirusupdate
[14] covid19
[10] healthcare
[8] nativeamericans
[8] aises
[6] trump
[5] native

Top Hashtags in Tweet in G5:
[128] nativetwitter
[105] beadwork
[99] alaskanative
[91] firstnations
[91] statimc
[90] unangax
[90] aleut
[78] nativemade
[66] buynative
[41] beadedearrings

Top Hashtags in Tweet in G6:
[104] nativetwitter
[43] nativenameroundup
[42] selfisolationshenanigans
[6] pen
[6] sharpie
[6] ojibwe
[6] anishinaabe
[6] nativeamericanart
[4] lakesuperior
[4] mermaid

Top Hashtags in Tweet in G7:
[53] nativeamerican
[39] history
[31] newmexico
[28] culture
[20] heritage
[20] roadtrip
[16] flute
[15] music
[13] crafting
[9] illustrated

Top Hashtags in Tweet in G8:
[24] nativetwitter
[13] nativeamerican
[5] land
[5] hollowedground
[5] notrespassing
[5] respectit
[5] nativeamericans
[4] coronaviruspandemic
[3] blacktwitter
[3] covid19

Top Hashtags in Tweet in G9:
[41] nativetwitter
[19] covid19
[18] coronavirus
[17] pandemic
[16] youtube
[4] gofundme
[2] warriorlifepodcast
[2] mmiw
[2] indigenous
[1] mmiwg

Top Hashtags in Tweet in G10:
[101] nativeamerican
[48] vintage
[42] sterlingsilver
[40] southwestern
[39] navajo
[28] ring
[22] turquoisering
[20] silverballs
[15] oldpawn
[15] turquoisecoral

Top Words
Top Words in Tweet in Entire Graph:
[5115] Words in Sentiment List#1: Positive
[2551] Words in Sentiment List#2: Negative
[47] Words in Sentiment List#3: Angry/Violent
[100923] Non-categorized Words
[108589] Total Words
[2109] #nativeamerican
[1960] nativeamwisdom
[840] #wisdom
[821] #nativetwitter
[574] #quotes

Top Words in Tweet in G1:
[1910] nativeamwisdom
[883] #nativeamerican
[797] #wisdom
[561] #quotes
[521] proverb
[381] people
[340] time
[248] good
[239] over
[224] come

Top Words in Tweet in G2:
[297] #nativeamerican
[116] #nativetwitter
[62] sanders
[50] native
[41] please
[36] really
[35] american
[34] follow
[32] #native
[32] 2020

Top Words in Tweet in G3:
[238] water
[238] protectors
[237] 00pm
[236] beautiful
[236] copies
[236] arrived
[236] giveaway
[236] alert
[236] retweet
[236] before

Top Words in Tweet in G4:
[147] #nativeamerican
[122] villanuevaedgar
[101] support
[96] families
[89] response
[89] vulnerable
[88] rapid
[88] fund
[88] provide
[88] emergency

Top Words in Tweet in G5:
[129] etsy
[129] shop
[128] #nativetwitter
[122] beauxbeautyblog
[110] free
[105] #beadwork
[102] shipping
[99] #alaskanative
[91] #firstnations
[91] #statimc

Top Words in Tweet in G6:
[109] made
[104] #nativetwitter
[65] arnalllabrador
[64] one
[45] mask
[45] fits
[45] lot
[45] better
[45] first
[45] pretty

Top Words in Tweet in G7:
[85] 505nomad
[53] #nativeamerican
[52] zuni
[52] until
[44] mesa
[39] #history
[38] pueblo
[31] #newmexico
[28] #culture
[27] closed

Top Words in Tweet in G8:
[24] #nativetwitter
[13] #nativeamerican
[10] indianz
[10] cases
[9] indiancountry
[7] jourdanbb
[6] 26
[6] wirelesshogan
[6] covid
[6] 19

Top Words in Tweet in G9:
[42] help
[41] #nativetwitter
[35] nations
[35] share
[34] special
[34] native
[33] address
[33] sovereign
[33] turtle
[32] pam_palmater

Top Words in Tweet in G10:
[101] #nativeamerican
[48] #vintage
[42] #sterlingsilver
[40] #southwestern
[39] #navajo
[36] american
[28] native
[28] #ring
[26] '
[22] navajo

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[814] #nativeamerican,#wisdom
[569] #wisdom,#quotes
[477] proverb,#nativeamerican
[242] water,protectors
[240] beautiful,copies
[240] copies,water
[240] protectors,arrived
[240] arrived,giveaway
[240] giveaway,alert
[240] alert,retweet

Top Word Pairs in Tweet in G1:
[797] #nativeamerican,#wisdom
[557] #wisdom,#quotes
[434] proverb,#nativeamerican
[119] someone,dies
[119] dies,over
[119] over,forgetting
[119] forgetting,over
[119] over,remembering
[119] remembering,aware
[118] nativeamwisdom,someone

Top Word Pairs in Tweet in G2:
[31] bernie,sanders
[31] sanders,2020
[31] 2020,please
[31] please,sure
[31] sure,donate
[31] donate,sanders
[31] sanders,campaign
[31] campaign,remember
[31] remember,follow
[31] follow,really

Top Word Pairs in Tweet in G3:
[238] water,protectors
[236] beautiful,copies
[236] copies,water
[236] protectors,arrived
[236] arrived,giveaway
[236] giveaway,alert
[236] alert,retweet
[236] retweet,before
[236] before,00pm
[236] 00pm,central

Top Word Pairs in Tweet in G4:
[96] #nativeamerican,families
[88] rapid,response
[88] response,fund
[88] fund,provide
[88] provide,emergency
[88] emergency,support
[88] support,vulnerable
[88] vulnerable,#nativeamerican
[70] launched,rapid
[64] villanuevaedgar,launched

Top Word Pairs in Tweet in G5:
[129] etsy,shop
[102] free,shipping
[88] #unangax,#aleut
[76] 90,yr
[76] yr,old
[75] help,90
[67] trying,help
[61] living,alone
[60] alone,downtown
[60] downtown,seattle

Top Word Pairs in Tweet in G6:
[62] arnalllabrador,made
[45] made,mask
[45] mask,fits
[45] fits,lot
[45] lot,better
[45] better,first
[45] first,one
[45] one,made
[45] made,pretty
[45] pretty,comfortable

Top Word Pairs in Tweet in G7:
[26] zuni,pueblo
[26] pueblo,closed
[26] closed,visitors
[26] visitors,until
[26] until,further
[26] further,notice
[26] notice,hoping
[26] hoping,friends
[26] friends,zuni
[26] zuni,stay

Top Word Pairs in Tweet in G8:
[6] covid,19
[5] lakotaman1,inch
[5] inch,#land
[5] #land,#hollowedground
[5] #hollowedground,#notrespassing
[5] #notrespassing,#respectit
[5] #respectit,#nativeamericans
[4] bullwalksonfire,lakotaman1
[4] #nativeamericans,#nativeameri
[4] took,days

Top Word Pairs in Tweet in G9:
[34] native,nations
[33] special,address
[33] address,sovereign
[33] sovereign,native
[33] nations,turtle
[17] single,indigenous
[17] indigenous,mother
[17] mother,toddler
[17] toddler,use
[17] use,bit

Top Word Pairs in Tweet in G10:
[28] native,american
[16] american,navajo
[15] #sterlingsilver,#nativeamerican
[14] #ring,#navajo
[14] #navajo,#vintage
[14] #vintage,#oldpawn
[14] #oldpawn,#turquoisering
[14] #turquoisering,#925
[14] #925,#sterlingsilver
[14] #sterlingsilver,#silverballs

Top Replied-To
Top Replied-To in Entire Graph:
@brettachapman
@mdewakanton
@spottedelkmusic
@chelseymooner
@wwe
@ayyyitsrush
@anneursu
@lakotalaw
@indianaffairs
@chrismurphyct

Top Replied-To in G4:
@_sjpeace_

Top Replied-To in G5:
@ayyyitsrush
@cenkuygur
@hwyman18

Top Replied-To in G6:
@ayyu210

Top Replied-To in G7:
@ninaturner

Top Replied-To in G8:
@brettachapman
@lakotaman1
@wirelesshogan
@jeaniobrien
@indigenousbeats
@indianz

Top Replied-To in G10:
@oliverdarcy
@joshtpm
@davidfrum

Top Mentioned
Top Mentioned in Entire Graph:
@nativeamwisdom
@tracisorell
@beauxbeautyblog
@villanuevaedgar
@505nomad
@arnalllabrador
@ayyu210
@dhiggins63
@nunaraq
@pam_palmater

Top Mentioned in G1:
@nativeamwisdom
@ladyofthemoont
@wortmanlewis
@wowdaddy68
@i3mobileusa

Top Mentioned in G2:
@mickyoflanagan
@shopyourmix
@simplyaretha

Top Mentioned in G3:
@tracisorell
@cynleitichsmith
@debreese
@michaelagoade
@nativeamwisdom
@bookpeople
@candlewick
@carolelindstrom
@mackidsbooks
@mackidssl

Top Mentioned in G4:
@villanuevaedgar
@nativepathways
@aises
@nativegiving
@variety
@intel
@nwafound
@urbanindiannews
@decolonizwealth
@aises_ceo

Top Mentioned in G5:
@beauxbeautyblog
@nunaraq
@realdonaldtrump
@feralkriswu
@nativeamwisdom
@charitieropati
@socialaskan
@socialistra
@normajtorres
@markspringer

Top Mentioned in G6:
@arnalllabrador
@ayyu210
@baapimakwa
@beauxbeautyblog

Top Mentioned in G7:
@505nomad
@csfuqua
@arnalllabrador
@palmstrading
@joseph2work
@villanuevaedgar

Top Mentioned in G8:
@indianz
@indiancountry
@jourdanbb
@bullwalksonfire
@wirelesshogan
@nativeamwisdom
@lakotaman1
@native_newsnet
@usindianaffairs
@navajotimes

Top Mentioned in G9:
@pam_palmater
@_ladylight
@theagentndn
@nativeamwisdom
@jason__mason
@bearclanmb
@gofundme
@statusquocanada
@rhiannonmaria
@arnalllabrador

Top Mentioned in G10:
@etsy
@renaissancefai
@mainchannel_
@mesaverdesw
@bucknalljoseph
@tlatollotl
@coacasa
@nytimes
@jessychics
@sierramurdoch

Top Tweeters
Top Tweeters in Entire Graph:
@paul_cude
@readersgazette
@marshawright
@psswstyles
@dichristine
@alhanda
@nblackthorne
@jim_peoples_
@renaissancefai
@raymond_norman

Top Tweeters in G1:
@dichristine
@amaia_haikazti
@betterw05759703
@teram323tere
@tres444
@4everanimalz1
@rosenthalellery
@maree71439592
@adekleine
@toniradjali

Top Tweeters in G2:
@psswstyles
@k810mt
@coin_seller
@ifinduseek
@goodiesforlover
@calliopeco
@mimitexasangel
@davidaquinley
@sassy_brit
@warriors_mom

Top Tweeters in G3:
@twoshotgurl
@jedikermit
@activist_angel
@njtunesmith
@isitohbi
@debreese
@lowabeebe
@richardvancamp
@mbtoon05
@taralazar

Top Tweeters in G4:
@variety
@miyoung
@sheldonlynette
@epidatageek
@rei
@deniselynne1966
@bardswan
@lilrednacho
@theawkwardgop
@vojay_pgh

Top Tweeters in G5:
@wtf_imtooold
@diymikes
@inoru42
@daniellegembala
@amedawg18
@thesyc66
@all435reps
@starbroken1980
@beauxbeautyblog
@radcrochetqueer

Top Tweeters in G6:
@marthalynneowe1
@mastaofmp3s
@itswanda
@forgerat
@mactavish
@kujakupoet
@jlms_qkw
@apihtawikosisan
@carrietobey
@icelandicmetis

Top Tweeters in G7:
@homegypsy
@iveyjanette_207
@rez_woman
@vdstaff58
@bewickwren
@varifrank
@marilyn_res
@massimoguerrera
@spkmind3
@perkiplus

Top Tweeters in G8:
@cultiv8hope
@latimes
@apez140
@iblacksheep
@indigigenius
@rollingstone
@vicenews
@pitchfork
@americanindian8
@abqjournal

Top Tweeters in G9:
@allan_crawshaw
@terrilltf
@sunrainsunrain
@crazyhorse2126
@fleurdelis30
@ciiaqaplfraser
@daveunger3
@stevendilauro
@laiyouing1
@drivandalism

Top Tweeters in G10:
@paul_cude
@renaissancefai
@jewelrymandave
@linda_u_w_a
@nytimes
@mainchannel_
@tammytu78097268
@kaosonia
@mook1971
@longcreations7