#nativeamerican OR #nativetwitter, Twitter, 6/23/2022 1:19:56 AM, 278600


FAQ | Problem?

#nativeamerican OR #nativetwitter_2022-06-22_17-59-12.xlsx
#nativeamerican OR #nativetwitter_2022-06-22_17-59-12.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 23, 2022
Short Description:
#nativeamerican OR #nativetwitter via NodeXL https://bit.ly/3NjsJeF
@peyoterecords
@usammiw
@mikecook_author
@nativelovesusa
@robrobbierobrob
@indiancountry
@shotheekwe
@mar73_designs
@susanneleist
@arcticfoxtrue

Top hashtags:
#nativeamerican
#nativetwitter

Description:
Description
The graph represents a network of 3,847 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, 23 June 2022 at 01:07 UTC.

The requested start date was Thursday, 23 June 2022 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 11-day, 8-hour, 7-minute period from Saturday, 11 June 2022 at 00:16 UTC to Wednesday, 22 June 2022 at 08:23 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 : 3847
Unique Edges : 1858
Edges With Duplicates : 12908
Total Edges : 14766
Number of Edge Types : 5
Replies to : 388
Retweet : 5524
MentionsInRetweet : 6410
Mentions : 985
Tweet : 1459
Self-Loops : 1676
Reciprocated Vertex Pair Ratio : 0.0190261865793781
Reciprocated Edge Ratio : 0.0373418992170247
Connected Components : 232
Single-Vertex Connected Components : 100
Maximum Vertices in a Connected Component : 3190
Maximum Edges in a Connected Component : 13653
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.582152
Graph Density : 0.000336655005061653
Modularity : 0.318227
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 3,847 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, 23 June 2022 at 01:07 UTC.

The requested start date was Thursday, 23 June 2022 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 11-day, 8-hour, 7-minute period from Saturday, 11 June 2022 at 00:16 UTC to Wednesday, 22 June 2022 at 08:23 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:
[225] https://cook-publications.mailchimpsites.com/freebook
[139] https://www.paypal.com/pools/c/8KDKGKTTmz
[71] https://mikebonemedia.com/audio
[64] https://mar73.redbubble.com/
[61] https://amazon.com/dp/B09VYNVXN6
[59] https://cook-publications.mailchimpsites.com
[40] https://www.karendocter.com/karens-killer-book-bench-nativeamerican-police-procedural-owls-silent-strike-a-gabriel-hawke-novel-book-9-by-paty-jager/
[38] https://www.youtube.com/watch?v=SMimvUQbYOo&feature=youtu.be

[35] https://mikebonemedia.com/store
[32] https://www.etsy.com/shop/lovealaskadesign?source=aw&utm_source=affiliate_window&utm_medium=affiliate&utm_campaign=us_location_buyer&utm_content=449241&awc=6220_1647674561_f6b62a591417303b89b7463107549d60&utm_term=0

Top URLs in Tweet in G1:
[40] https://www.karendocter.com/karens-killer-book-bench-nativeamerican-police-procedural-owls-silent-strike-a-gabriel-hawke-novel-book-9-by-paty-jager/
[35] https://www.youtube.com/watch?v=SMimvUQbYOo&feature=youtu.be

[27] https://solo.to/unitedinchrist
[20] https://www.etsy.com/shop/FarRiderWest
[18] https://www.etsy.com/listing/1186023421/old-pawn-turquoise-coral-ring-large?ref=listings_manager_grid
[17] https://www.etsy.com/listing/1223590197/blue-paua-shell-sterling-silver-ring?ref=listings_manager_grid
[14] https://www.youtube.com/IUICAustinCamp
[13] https://amazon.com/dp/B09VYNVXN6
[10] https://twitch.tv/sharkwayne
[10] https://youtube.com/sharkwayne

Top URLs in Tweet in G2:
[25] https://www.giftyvibes.com/iamnativeamericanwomentshirt
[11] https://radiohistorias.eu
[6] https://www.albertanativenews.com/willow-lake-metis-nation-buy-land-for-revitalization/?fbclid=IwAR3YcziR_IqPU3ft7YfA7slY86J_qEEpdP3GAw1ABsdojX0jC_zfzUq2hT0
[3] https://www.bestnativeshop.com/campaigns/-/-/stores/2dt-shirt/native-a6?retailProductCode=45B95531CAB4B6-A325FB0A426B-GS0-TC0-BLK
[3] https://www.aptnnews.ca/national-news/unrestrained-c-irg-unit-should-be-reined-in-or-phased-out-opponents-say/?fbclid=IwAR0e0kwCQnymzE16lWJPZWUbR7Be1-5Z-SBrajatazO91K26n7q4yDUzt5c
[3] https://youtu.be/DDCUz5Nuabs
[2] https://www.bestnativeshop.com/poster-001?name=lifestyle-poster-3
[2] https://bestnativeshop.com/
[2] https://www.albertanativenews.com/alberta-health-services-launches-indigenous-support-line/?utm_source=feedly&utm_medium=rss&utm_campaign=alberta-health-services-launches-indigenous-support-line
[2] https://mysticalmetis.ca/blog/f/entrepreneur%E2%80%99s-indigenous-business-inspired-by-famous-father

Top URLs in Tweet in G3:
[1] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2Fgroups%2F367844737470784%2Fpermalink%2F1068639010724683%2F%3Ffs%3De%26s%3Dcl
[1] https://www.youtube.com/watch?v=5xW9vbYTH-A&feature=youtu.be
[1] https://twitter.com/USTreasury/status/1539318953314500609
[1] https://twitter.com/nowthisnews/status/1520788383852728321

Top URLs in Tweet in G4:
[225] https://cook-publications.mailchimpsites.com/freebook
[59] https://cook-publications.mailchimpsites.com
[21] https://www.amazon.com/dp/B09NMS5NHB?&linkCode=sl1&tag=michaelcook07-20&linkId=7d38d9037371c59c1940a71154ec7390&language=en_US&ref_=as_li_ss_tl
[8] https://cook-publications.mailchimpsites.com/
[7] https://amazon.com/gp/product/B09
[6] https://www.youtube.com/watch?v=h7BV0h0Z77w&feature=youtu.be

[3] https://www.amazon.com/gp/product/B09ZQ7V84Y?&linkCode=sl1&tag=michaelcook07-20&linkId=18e415393c4072436b770c11f098fdd6&language=en_US&ref_=as_li_ss_tl
[1] https://mar73.redbubble.com/

Top URLs in Tweet in G5:
[71] https://mikebonemedia.com/audio
[35] https://mikebonemedia.com/store
[25] https://mikebonemedia.com/
[23] https://www.youtube.com/mikebonemusic?app=desktop
[20] https://www.youtube.com/mikebonemusic
[18] https://stenjoddimerch.com/
[18] https://twitch.tv/sharkwayne
[18] https://youtube.com/sharkwayne
[12] https://www.youtube.com/watch?v=bPgovAtKCuY&feature=youtu.be

[12] https://www.youtube.com/watch?v=bEacUKW5RvU&feature=youtu.be


Top URLs in Tweet in G6:
[10] https://csfuqua.bandcamp.com/album/different-direction
[7] https://www.eater.com/2019/1/23/18183970/zuni-bread-pueblos-new-mexico
[7] https://drexel.edu/.../News/2022/May/Sky%20is%20the%20Limit/
[6] https://adventurousretirement.com/blog/zuni-a-favorite-pueblo-visit/
[6] http://www.zunitourism.com/tours.htm
[5] https://thefancynavajo.com/2019/06/21/fancy-navajo-rez-tour-part-1-exploring-gallup-nm-window-rock-az/
[5] https://www.crowcanyon.org/educationproducts/peoples_mesa_verde/pueblo_II_overview.asp
[5] https://www.youtube.com/watch?v=jBdEijE5oCc&feature=youtu.be

[5] https://hopin.com/events/native-pathways-summer-of-success-virtual-camp-2022
[4] https://csfuqua.bandcamp.com/

Top URLs in Tweet in G7:
[135] https://www.paypal.com/pools/c/8KDKGKTTmz
[11] http://paypal.com/pools/c/8KDKGK
[2] https://www.paypal.com/pools/c/8Jvs99ChAf

Top URLs in Tweet in G8:
[9] https://www.amazon.com/Meet-Me-Maine-Book-Harbor-ebook/dp/B0972C155B/ref=sr_1_1011?crid=3L9CL2H3H805X&dchild=1&keywords=paranormal+%26+urban+fantasy&qid=1626453808&refinements=p_72:1248987011,p_n_feature_nine_browse-bin:3291437011,p_n_date:1249101011&rnid=1249099011&s=digital-text&sprefix=paranormal+%26+U,digital-text,197&sr=1-1011
[9] http://aivmi.org/pre-european-north-american-natives/
[8] https://www.barnesandnoble.com/w/meet-me-in-maine-susanne-leist/1139666941?ean=2940162547068
[7] https://www.kobo.com/us/en/ebook/meet-me-in-maine-book-one-of-the-blue-harbor-series
[6] https://amazon.com/dp/1645405397
[6] http://aivmi.org/sioux-given-medal-of-honor/
[6] https://www.facebook.com/aivmi/posts/1245950952087040
[6] http://aivmi.org/native-american-code-talkers/
[6] http://aivmi.org/native-american-veteran-gets-headstone-for-civil-war-service/
[5] http://aivmi.org/roy-benavidez-medal-of-honor-recipient/

Top URLs in Tweet in G9:
[7] https://www.twitch.tv/veggyninja
[5] https://laskinsfest.com/
[3] https://www.azcentral.com/story/entertainment/television/2022/06/17/indian-country-seen-through-indigenous-eyes-big-small-screens/9546618002/
[2] https://www.tiktok.com/@shaunabakerofficial
[1] https://twitter.com/CharleyFlyte/status/1353618431489105920
[1] https://www.twitch.tv/ShaunaBaker
[1] https://www.youtube.com/watch?v=RLTI_4ynZZI&feature=youtu.be

[1] https://twitter.com/dallasgoldtooth/status/1537520549211123716
[1] https://gypsiehouse.com/products/pray-for-me-1
[1] https://gypsiehouse.com/products/taino-warrior

Top URLs in Tweet in G10:
[2] https://www.newsbreak.com/news/2434416151189/new-england-once-hunted-and-killed-humans-for-money-we-re-descendants-of-the-survivors-dawn-neptune-adams-maulian-dana-and-adam-mazo?_f=app_share&s=a7&share_destination_id=MTYxODI5NTUzLTE2MzcwMDY2MTc5Nzc=&pd=0Ax1G5e4&hl=en_US
[1] https://www.twitch.tv/kitty_kaos99
[1] https://twitter.com/zzvini66/status/1535326018101182465
[1] https://twitter.com/AlissaAzar/status/1535732251308150784
[1] https://twitter.com/mulindwa_guy/status/1535963484931993602
[1] https://www.nativeartsandcultures.org/constellations-registration
[1] https://badriverojibwa.com/
[1] https://twitter.com/nativelovesusa/status/1535067285332762624
[1] https://www.grants.gov/web/grants/view-opportunity.html?oppId=340971
[1] https://twitter.com/ohnoshetwitnt/status/1536331238625116163

Top Domains
Top Domains in Tweet in Entire Graph:
[345] youtube.com
[308] etsy.com
[294] mailchimpsites.com
[204] twitter.com
[152] paypal.com
[144] mikebonemedia.com
[142] amazon.com
[92] redbubble.com
[63] twitch.tv
[41] karendocter.com

Top Domains in Tweet in G1:
[130] youtube.com
[124] etsy.com
[65] twitter.com
[41] karendocter.com
[29] ebay.com
[27] solo.to
[25] amazon.com
[21] redbubble.com
[19] twitch.tv
[12] instagram.com

Top Domains in Tweet in G2:
[25] giftyvibes.com
[11] radiohistorias.eu
[9] bestnativeshop.com
[9] albertanativenews.com
[7] twitter.com
[6] mysticalmetis.ca
[3] cbc.ca
[3] aptnnews.ca
[3] youtu.be
[2] youtube.com

Top Domains in Tweet in G3:
[2] twitter.com
[1] facebook.com
[1] youtube.com

Top Domains in Tweet in G4:
[292] mailchimpsites.com
[31] amazon.com
[6] youtube.com
[1] redbubble.com

Top Domains in Tweet in G5:
[143] mikebonemedia.com
[119] youtube.com
[31] twitch.tv
[18] stenjoddimerch.com
[14] teechip.com
[8] twitter.com
[2] yapsody.com
[1] colorwebmag.com
[1] nativehope.org
[1] solo.to

Top Domains in Tweet in G6:
[14] bandcamp.com
[10] youtube.com
[9] newmexiconomad.com
[7] eater.com
[7] drexel.edu
[6] twitter.com
[6] adventurousretirement.com
[6] zunitourism.com
[5] thefancynavajo.com
[5] crowcanyon.org

Top Domains in Tweet in G7:
[148] paypal.com

Top Domains in Tweet in G8:
[39] aivmi.org
[26] amazon.com
[8] barnesandnoble.com
[7] kobo.com
[6] facebook.com
[4] military.com
[2] redbubble.com
[1] axios.com
[1] nexttv.com
[1] books2read.com

Top Domains in Tweet in G9:
[8] twitch.tv
[5] laskinsfest.com
[4] twitter.com
[3] azcentral.com
[2] tiktok.com
[2] gypsiehouse.com
[1] youtube.com

Top Domains in Tweet in G10:
[19] twitter.com
[8] youtube.com
[6] cafepress.com
[3] twitch.tv
[2] etsy.com
[2] newsbreak.com
[1] nativeartsandcultures.org
[1] badriverojibwa.com
[1] grants.gov
[1] mapleridgenews.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3623] nativeamerican
[1437] nativetwitter
[1212] nativeamericans
[1198] native
[987] nativehistory
[978] usa
[949] history
[540] indigenous
[444] mmiw
[326] writerslift



Top Hashtags in Tweet in G1:
[1056] nativeamerican
[163] indigenous
[158] native
[129] nativeamericans
[89] history
[87] usa
[85] police
[80] nativehistory
[79] procedural
[70] nativetwitter

Top Hashtags in Tweet in G2:
[1161] nativeamerican
[998] nativeamericans
[934] native
[881] nativehistory
[866] usa
[821] history
[214] nativetwitter
[106] indigenous
[60] indigenouspeoples
[58] nativelivesmatter

Top Hashtags in Tweet in G3:
[275] mmiw
[180] mmiwusa
[115] mmiwg
[93] nativetwitter
[47] missingandexploitedchildren
[36] missingindigenouswomen
[29] findourmissingpoc
[24] mmim
[18] washington
[17] missing

Top Hashtags in Tweet in G4:
[324] writerslift
[273] passamaquoddy
[262] nativeamerican
[250] mythology
[247] authorsoftwitter
[239] freebook
[228] iartg
[228] supportia
[228] indiebooksblast
[228] bookpromo

Top Hashtags in Tweet in G5:
[91] indigenous
[90] nativeamerican
[86] nativetwitter
[76] listen
[74] missingpersons
[74] newmexico
[74] farmingtonnm
[74] bolo
[74] thecharlyproject
[53] share

Top Hashtags in Tweet in G6:
[136] nativeamerican
[38] newmexico
[30] culture
[30] heritage
[29] music
[25] flute
[19] travel
[18] history
[17] thinkindian
[17] educationistheanswer

Top Hashtags in Tweet in G7:
[6] bipocmutualaid
[6] mutualaid
[4] mutualaidrequest
[3] disabilitytwitter
[3] nativetwitter
[3] blacktranslivesmatter
[2] transcrowdfund
[1] crowdfunding
[1] disabilitycrowdfund
[1] showupforwishes

Top Hashtags in Tweet in G8:
[260] nativeamerican
[18] kindleunlimited
[8] fathersday
[8] 99cents
[8] veteran
[6] love
[5] western
[4] art
[4] nonfungible
[4] murdermystery

Top Hashtags in Tweet in G9:
[50] nativetwitter
[31] rutherfordfalls
[25] nativeamerican
[11] indigenouspeoplesday
[10] pretendians
[9] nativehumor
[7] twitch
[7] twitchstreamers
[6] pretendian
[6] emmy

Top Hashtags in Tweet in G10:
[73] nativeamerican
[51] nativetwitter
[18] indigenous
[11] native
[8] nativeamericans
[6] art
[6] pottery
[6] pueblo
[6] hopi
[5] indigenouspeoples

Top Words
Top Words in Tweet in Entire Graph:
[3615] #nativeamerican
[1958] missing
[1567] native
[1437] #nativetwitter
[1266] american
[1222] #native
[1212] #nativeamericans
[987] #nativehistory
[980] amazing
[978] #usa

Top Words in Tweet in G1:
[1054] #nativeamerican
[289] native
[212] american
[165] book
[165] #indigenous
[164] #native
[129] #nativeamericans
[89] #history
[87] #usa
[87] amazing

Top Words in Tweet in G2:
[1155] #nativeamerican
[998] #nativeamericans
[938] #native
[924] native
[881] #nativehistory
[877] american
[866] #usa
[864] amazing
[864] content
[862] daily

Top Words in Tweet in G3:
[1598] missing
[740] usammiw
[633] 2022
[476] age
[275] #mmiw
[253] last
[233] seen
[232] june
[225] brown
[180] #mmiwusa

Top Words in Tweet in G4:
[324] #writerslift
[292] book
[292] free
[273] #passamaquoddy
[262] #nativeamerican
[250] #mythology
[247] #authorsoftwitter
[239] #freebook
[228] #iartg
[228] #supportia

Top Words in Tweet in G5:
[222] missing
[212] mikebonemusic
[91] #indigenous
[90] #nativeamerican
[86] #nativetwitter
[84] share
[83] brown
[76] #listen
[75] please
[74] monday

Top Words in Tweet in G6:
[136] #nativeamerican
[109] 505nomad
[53] native
[50] pueblo
[44] brandon
[44] barela
[38] #newmexico
[34] sky
[33] nations
[32] more

Top Words in Tweet in G7:
[294] cancer
[292] help
[154] please
[148] link
[148] fundraiser
[148] ways
[146] survive
[146] give
[135] robrobbierobrob
[11] repost

Top Words in Tweet in G8:
[316] maine
[260] #nativeamerican
[186] harbor
[186] curse
[182] susanneleist
[135] meet
[109] blue
[103] rips
[103] small
[103] town

Top Words in Tweet in G9:
[50] #nativetwitter
[33] shaunabaker
[31] #rutherfordfalls
[30] twitch
[27] native
[27] janaunplgd
[25] #nativeamerican
[24] peacocktv
[18] season
[17] first

Top Words in Tweet in G10:
[73] #nativeamerican
[51] #nativetwitter
[18] #indigenous
[16] native
[12] gt
[11] #native
[10] american
[9] indigenous
[8] #nativeamericans
[8] things

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1249] native,american
[1073] #nativeamerican,#nativeamericans
[964] #nativeamericans,#native
[949] content,#nativeamerican
[948] #native,#usa
[948] #usa,#nativehistory
[948] daily,amazing
[948] amazing,native
[948] american,content
[899] #nativehistory,#history

Top Word Pairs in Tweet in G1:
[204] native,american
[111] #nativeamerican,#nativeamericans
[79] killer,book
[79] book,bench
[79] bench,#nativeamerican
[79] #nativeamerican,#police
[79] #police,#procedural
[79] silent,strike
[79] strike,gabriel
[79] gabriel,hawke

Top Word Pairs in Tweet in G2:
[931] #nativeamerican,#nativeamericans
[877] native,american
[863] content,#nativeamerican
[862] daily,amazing
[862] amazing,native
[862] american,content
[861] #nativeamericans,#native
[860] #native,#usa
[860] #usa,#nativehistory
[816] #nativehistory,#history

Top Word Pairs in Tweet in G3:
[740] usammiw,missing
[206] last,seen
[173] #mmiw,#mmiwusa
[151] june,2022
[139] age,15
[124] color,brown
[124] missing,june
[116] rapid,city
[112] 16,missing
[111] missing,albuquerque

Top Word Pairs in Tweet in G4:
[247] #writerslift,#authorsoftwitter
[239] #authorsoftwitter,#freebook
[228] #iartg,#supportia
[228] #supportia,#indiebooksblast
[228] #bookpromo,#bookboost
[228] #nativeamerican,#passamaquoddy
[205] join,mailing
[205] mailing,list
[197] list,book
[197] book,absolutely

Top Word Pairs in Tweet in G5:
[74] missing,monday
[74] monday,stephanie
[74] stephanie,jena
[74] jena,brown
[74] brown,please
[74] please,share
[74] share,#missingpersons
[74] #missingpersons,#newmexico
[74] #newmexico,#farmingtonnm
[74] #farmingtonnm,#bolo

Top Word Pairs in Tweet in G6:
[44] brandon,barela
[24] native,american
[22] photographer,brandon
[22] barela,aka
[22] aka,brandon
[22] barela,men's
[22] men's,fancy
[22] fancy,dance
[22] dance,competition
[22] competition,gathering

Top Word Pairs in Tweet in G7:
[148] please,help
[148] fundraiser,ways
[146] help,survive
[146] survive,cancer
[146] cancer,link
[146] link,give
[146] give,cancer
[146] cancer,fundraiser
[138] ways,help
[135] robrobbierobrob,please

Top Word Pairs in Tweet in G8:
[186] #nativeamerican,curse
[130] meet,maine
[109] blue,harbor
[109] harbor,maine
[103] curse,rips
[103] rips,small
[103] small,town
[97] maine,bursts
[97] bursts,flames
[97] flames,#nativeamerican

Top Word Pairs in Tweet in G9:
[14] native,american
[13] season,#rutherfordfalls
[13] hey,nbcsnl
[13] nbcsnl,getting
[13] getting,janaunplgd
[13] janaunplgd,host
[13] host,episode
[13] episode,cool
[13] cool,first
[13] first,native

Top Word Pairs in Tweet in G10:
[10] native,american
[9] #indigenous,#nativeamerican
[6] gt,hopi
[6] hopi,pot
[6] pot,turquoise
[6] turquoise,gt
[6] gt,tacky
[6] tacky,ties
[6] ties,'n
[6] 'n,things

Top Replied-To
Top Replied-To in Entire Graph:
@mikebonemusic
@aidawesomeee
@futurefantasy5
@brettachapman
@crash_shadow_
@sporttrack6
@ismaelr77859620
@alexandriajsno1
@nataliehopkin2
@steveanc

Top Replied-To in G1:
@junedarville
@modestyqueen19
@nytimes
@sanuroswordsman
@potus
@wbdaccess
@leodicaprio
@nobonesclothing
@newshour
@nativetatanka

Top Replied-To in G2:
@native3rd
@indiantribal1
@aplceinthiswrld
@hiphopwritesnow
@gopchairwoman
@iomostmune

Top Replied-To in G4:
@aidawesomeee
@futurefantasy5
@alexandriajsno1
@ismaelr77859620
@sporttrack6
@crash_shadow_
@johnnaescobar
@steveanc
@nataliehopkin2
@inderjitkaurals

Top Replied-To in G5:
@mikebonemusic
@delschilling
@mikehudema
@dianne__ladyd
@vinceschilling
@bearleigh7
@thatericalper
@itsmewendle
@rezdogsfx
@derbesher

Top Replied-To in G6:
@iatrustfunds

Top Replied-To in G9:
@thr
@anthony_j_perry
@ashcallingbull
@nytimesarts

Top Mentioned
Top Mentioned in Entire Graph:
@usammiw
@nativelovesusa
@mikebonemusic
@susanneleist
@thesoulofnative
@robrobbierobrob
@foprr
@505nomad
@beauxbeautyblog
@susanne

Top Mentioned in G1:
@nativelovesusa
@karendocter
@nativetatanka
@wwe
@thesoulofnative
@ebay
@foprr
@mtg_insight
@farriderwest
@mysticalmetis

Top Mentioned in G2:
@nativelovesusa
@thesoulofnative
@hart7405
@indiantribal1
@nativesspirit36
@dakotaskye85
@native3rd
@dailynative1
@mysticalmetis
@native_today

Top Mentioned in G3:
@usammiw
@hart7405
@christy96361475
@trueconspod
@arcticfoxtrue
@lostplanetearth
@joyhenderson78

Top Mentioned in G4:
@mikecook_author
@futurefantasy5
@lisathomasbooks
@aidawesomeee
@davepperlmutter
@lisabauthor1973
@ismaelr77859620
@lilydgioauthor
@liscottcee
@claudia_oltean

Top Mentioned in G5:
@mikebonemusic
@roknrob121
@trueconspod
@usammiw
@stenjoddi
@rezdogsfx
@disneyplus
@vinceschilling
@naturalmelva
@dscasinoresort

Top Mentioned in G6:
@505nomad
@brandon
@csfuqua
@aises
@collegefund
@native_scholars
@visitgallup
@nativepathways
@pogphoto
@worksalt

Top Mentioned in G7:
@robrobbierobrob
@bunnymonkeys
@rowanavriel

Top Mentioned in G8:
@susanneleist
@susanne
@zguta
@ggcollins1
@ninsthewriter
@pccastauthor
@kcastauthor
@raymond_norman
@kindaandy
@peyoterecords

Top Mentioned in G9:
@shaunabaker
@janaunplgd
@peacocktv
@twitch
@nbcsnl
@eleventhjoe
@laskinsfest
@michaelgreyeyes
@debkrol
@nytimesarts

Top Mentioned in G10:
@keepitrealtea
@drtony42
@bellaharrisart
@ramielhasfallen
@claudiaviolett6
@khaaliyahwebb
@rdarrellmeadows
@suiwazear
@sanctustemple

Top Tweeters
Top Tweeters in Entire Graph:
@paul_cude
@marshawright
@nblackthorne
@alhanda
@johnroseputnam
@sgh_rts
@raymond_norman
@renaissancefai
@wwwanpaus
@susanneleist

Top Tweeters in G1:
@renaissancefai
@rhinestonediva
@britonanddane
@geegeebythesea
@andrewmorrisuk
@jimmyevans4real
@olganm7
@nytimes
@mailonline
@botfemale

Top Tweeters in G2:
@bob_stinson1234
@hazelglasgow
@brendahazelhur1
@dawnroseturner
@inforenique
@notrealdemocrat
@smilenewa
@carlsl
@dianesnavely
@boovay7

Top Tweeters in G3:
@mary_swilling
@oatcake1967
@gailbriggs8
@ogoriginalgoat
@scottzpinkrose
@itsnotny
@keithtatem
@cowboy082478
@mariamisilewich
@earthmother60

Top Tweeters in G4:
@davepperlmutter
@jgmacleodauthor
@_raeradford
@jesssfrankel
@lovingblogs
@bblogrt
@torrenstp
@raellelogan1
@jrlewisauthor
@womenwriters

Top Tweeters in G5:
@marshawright
@sosmcwin
@streamerwallcom
@richfm39517086
@roknrob121
@hanjangho76
@bcwildfirewkly
@venompit360
@socueme
@juanbrob

Top Tweeters in G6:
@cnbsnana
@mikereesem
@stunnedvoter
@learnteachwin
@papijones4
@sophiecoberly
@deborahakizziah
@corneliagracchi
@marianmme16513
@galactic_ditto

Top Tweeters in G7:
@therealmrlex
@showupforthis
@anplushie
@raegun2k
@siriyonce_
@bad0minn
@whoisjjcarr
@transhoodoofund
@blackbeardssoap
@mayadavidgarcia

Top Tweeters in G8:
@paul_cude
@nblackthorne
@alhanda
@johnroseputnam
@raymond_norman
@susanneleist
@mellowcello1
@cherrymischivus
@roylmurry425
@tudortweep

Top Tweeters in G9:
@soaprookie
@telegraph
@thr
@fox29philly
@vrretweeter
@mudaship39
@carrietobey
@elainacscott
@nytimesarts
@bethbo_beth

Top Tweeters in G10:
@bellesapepper37
@keepitrealtea
@vintagobsession
@debgoblue
@tucsonvoice28
@n8v_calgarian
@elf_sulay
@nativespinner
@redwolfwarrior
@testimonitoni