#nativeamerican OR #nativetwitter, Twitter, 5/26/2022 2:29:42 AM, 277054


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#nativeamerican OR #nativetwitter_2022-05-25_17-59-12.xlsx
#nativeamerican OR #nativetwitter_2022-05-25_17-59-12.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 26, 2022
Short Description:
#nativeamerican OR #nativetwitter via NodeXL https://bit.ly/3MRdIkW
@peyoterecords
@mikecook_author
@zguta
@peyotenft
@susanneleist
@timand2037
@marvel
@cultiv8hope
@tiffanydcross
@mar73_designs

Top hashtags:
#nativeamerican
#nativetwitter
#indigenous
#native
#book

Description:
Description
The graph represents a network of 4,411 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 May 2022 at 01:07 UTC.

The requested start date was Thursday, 26 May 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 13-day, 4-hour, 14-minute period from Thursday, 12 May 2022 at 03:40 UTC to Wednesday, 25 May 2022 at 07:55 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 : 4411
Unique Edges : 2764
Edges With Duplicates : 12629
Total Edges : 15393
Number of Edge Types : 5
Retweet : 4971
MentionsInRetweet : 6635
Tweet : 1896
Mentions : 1449
Replies to : 442
Self-Loops : 2097
Reciprocated Vertex Pair Ratio : 0.0235931492485145
Reciprocated Edge Ratio : 0.0460986853337886
Connected Components : 355
Single-Vertex Connected Components : 181
Maximum Vertices in a Connected Component : 3587
Maximum Edges in a Connected Component : 14160
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.314824
Graph Density : 0.000301092249791929
Modularity : 0.359624
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 4,411 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 May 2022 at 01:07 UTC.

The requested start date was Thursday, 26 May 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 13-day, 4-hour, 14-minute period from Thursday, 12 May 2022 at 03:40 UTC to Wednesday, 25 May 2022 at 07:55 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:
[200] https://www.amazon.com/dp/B09ZQ7V84Y/
[102] https://mar73.redbubble.com/
[57] https://www.paypal.com/pools/c/8Jvs99ChAf
[54] https://mikebonemedia.com/audio
[44] 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
[36] https://www.etsy.com/shop/lovealaskadesign?awc=6220_1627105764_9c8e685fab5b3ec9ceebdeac4be0f555&source=aw&utm_source=affiliate_window&utm_medium=affiliate&utm_campaign=us_location_buyer&utm_content=449241
[34] https://twitch.tv/sharkwayne
[34] https://youtube.com/sharkwayne
[31] 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_1631957906_2c3b1f3c886fb45e15dcea44f5ea29e5&utm_term=0
[27] https://solo.to/unitedinchrist

Top URLs in Tweet in G1:
[53] https://mikebonemedia.com/audio
[26] https://mikebonemedia.com/store
[24] https://www.youtube.com/c/IUICKansasCity
[24] https://www.etsy.com/listing/1186023421/old-pawn-turquoise-coral-ring-large?ref=listings_manager_grid
[23] https://www.youtube.com/mikebonemusic
[21] https://solo.to/unitedinchrist
[19] https://www.etsy.com/listing/1223590197/blue-paua-shell-sterling-silver-ring?ref=listings_manager_grid
[18] https://www.youtube.com/shorts/Nw-f-7cRnNc?feature=share

[18] https://www.youtube.com/mikebonemusic?app=desktop
[16] https://www.youtube.com/watch?v=bPgovAtKCuY&feature=youtu.be


Top URLs in Tweet in G2:
[200] https://www.amazon.com/dp/B09ZQ7V84Y/
[8] https://www.amazon.com/gp/product/B09ZQ7V84Y/
[7] 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
[7] 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
[7] https://www.amazon.com/dp/B09QRCZNX5
[6] https://mar73.redbubble.com/
[5] http://aivmi.org/pre-european-north-american-natives/
[4] https://www.amazon.com/gp/product/B076Z2QZ8X/
[4] https://link.medium.com/Dj1IYRX68pb

Top URLs in Tweet in G3:
[2] https://www.etsy.com/listing/264394020/sunset-moon-dreamcatcher-boho-dream
[2] https://www.youtube.com/shorts/Nw-f-7cRnNc?feature=share

[2] https://twitter.com/NoLieWithBTC/status/1525874695186300930
[2] https://www.youtube.com/watch?v=WhJ3ahy8ddE

[2] https://solo.to/unitedinchrist
[1] https://www.stuff.co.nz/world/us-canada/300587210/us-finds-500-native-american-boarding-school-deaths-so-far
[1] https://www.usnews.com/news/politics/articles/2022-05-11/us-interior-to-release-report-on-indigenous-boarding-schools
[1] https://blog.intertribalsoftware.com/3-tips-for-converting-to-a-paperless-office?utm_content=207715674&utm_medium=social&utm_source=twitter&hss_channel=tw-474379492
[1] https://www.theguardian.com/us-news/2022/may/11/native-american-children-schools-abuse-burial-sites
[1] https://twitter.com/azcentral/status/1524509673768075269

Top URLs in Tweet in G4:
[2] https://texasedequity.blogspot.com/2022/05/remembering-hopi-leader-hopi-leader.html?spref=tw
[2] https://www.angellikefire.com/
[2] https://www.trending24shop.com/never-understimate
[1] https://twitter.com/FunsizedMunchk1/status/1528666555042697216
[1] https://www.dailycal.org/2017/09/01/uc-berkeley-looks-back-on-dark-history-abuse-of-yahi-man-106-years-later/
[1] https://navajotimes.com/
[1] https://www.chronicle.com/article/native-american-students-can-now-attend-u-of-california-tuition-free?utm_content=207902090&utm_medium=social&utm_source=twitter&hss_channel=tw-3002163385
[1] https://www.facebook.com/relentlessindigenouswoman/posts/471382481449112?utm_content=206995502&utm_medium=social&utm_source=twitter&hss_channel=tw-3002163385
[1] https://abcnews.go.com/amp/Politics/wireStory/native-american-leaders-seek-us-consultations-83833371?utm_content=206993971&utm_medium=social&utm_source=twitter&hss_channel=tw-3002163385
[1] https://deadline.com/2022/04/cherokee-nation-film-office-partners-with-native-american-media-alliance-1234995334/?utm_content=207901964&utm_medium=social&utm_source=twitter&hss_channel=tw-3002163385

Top URLs in Tweet in G5:
[95] https://mar73.redbubble.com/
[8] https://amazon.com/dp/1645405397
[4] https://www.redbubble.com/i/cat-mat/Turquoise-Pattern-Native-American-Style-by-mar73/51434187.88IZH?asc=u
[3] https://www.ebay.com/itm/284816264500?mkcid=16&mkevt=1&mkrid=711-127632-2357-0&ssspo=c8SMkUIMRUe&sssrc=2349624&ssuid=c8SMkUIMRUe&var=&widget_ver=artemis&media=TW
[2] https://welcomenativestores.com/collections/all-over-print-clothing
[2] https://welcomenativestores.com/products/welcomenative-boho-artificial-wool-fedora-hat-native-american-hat
[2] https://www.ebay.com/itm/115389945559?mkcid=16&mkevt=1&mkrid=711-127632-2357-0&ssspo=c630bL9tRvi&sssrc=2047675&ssuid=c630bL9tRvi&widget_ver=artemis&media=TW
[2] https://www.ebay.com/itm/-/194319705957?mkevt=1&mkcid=16&mkrid=711-127632-2357-0&media=TWITTER&sojTags=media%3Dmedia
[2] https://www.redbubble.com/i/dog-mat/Turquoise-Pattern-Native-American-Style-by-mar73/51434187.858KJ?asc=u
[2] https://www.ebay.com/itm/125324090732

Top URLs in Tweet in G6:
[9] https://www.trtworld.com/video/social-videos/dozens-of-burial-sites-uncovered-at-us-boarding-schools-for-indigenous-children/627e73bd353410001726f1e1
[6] https://collegefund.org/about-us/careers/
[6] https://www.pbs.org/newshour/education/uncovering-the-traumatic-history-of-one-native-american-boarding-school-in-the-midwest
[5] https://laskinsfest.com/
[3] https://apply.nacme.org/
[2] https://redirect.viglink.com?u=https%3A%2F%2Fus06web.zoom.us%2Fmeeting%2Fregister%2FtZEudeygrj4jEtQQ0oGlCwYDjB490qSiUgEf&key=a7e37b5f6ff1de9cb410158b1013e54a&prodOvrd=RAC&opt=false
[2] https://us06web.zoom.us/webinar/register/WN_EUG0GrXdSqmwcTSXCSaBMg
[2] https://collegefund.org/cftwitter
[2] https://collegefund.org/blog/indian-boarding-schools-education-was-never-the-point/
[2] https://www.obama.org/voyager-scholarship/?sfmc_s=0031R00002BfbZAQAZ&utm_source=crm&utm_medium=email&utm_campaign=p44

Top URLs in Tweet in G7:
[43] 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
[35] https://www.etsy.com/shop/lovealaskadesign?awc=6220_1627105764_9c8e685fab5b3ec9ceebdeac4be0f555&source=aw&utm_source=affiliate_window&utm_medium=affiliate&utm_campaign=us_location_buyer&utm_content=449241
[30] 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_1631957906_2c3b1f3c886fb45e15dcea44f5ea29e5&utm_term=0
[21] 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_1641953633_a5a4ac2db05e01b15fe090ae55107a0f&utm_term=0
[21] https://www.etsy.com/shop/FarOutHeadbands?source=aw&utm_source=affiliate_window&utm_medium=affiliate&utm_campaign=us_location_buyer&utm_content=449241&awc=6220_1647410270_3da1fad5f086698bf92fd430aee38998&utm_term=0
[20] https://www.etsy.com/shop/lovealaskadesign?awc=6220_1621058471_dee21aaddfd491d0667f6164e9393155&source=aw&utm_source=affiliate_window&utm_medium=affiliate&utm_campaign=us_location_buyer&utm_content=449241
[20] 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_1633775012_4379848bb2d2ec6c1400b85f3e772bd6&utm_term=0
[19] 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_1646442448_39a261b73b0545b272c9a4473ec1449d&utm_term=0
[18] https://www.etsy.com/shop/ResistanceButtons?ref=simple-shop-header-name&listing_id=1078239602&source=aw&utm_source=affiliate_window&utm_medium=affiliate&utm_campaign=us_location_buyer&utm_content=449241&awc=6220_1641953779_55ba7c531d1dc3a8e6c8ae1f28cf300c&utm_term=0
[16] https://www.etsy.com/shop/lovealaskadesign?awc=6220_1620453141_8590dacce0390abaad7e0a69aa483c6e&source=aw&utm_source=affiliate_window&utm_medium=affiliate&utm_campaign=us_location_buyer&utm_content=449241

Top URLs in Tweet in G8:
[1] https://www.cherokeephoenix.org/news/us-finds-500-native-american-boarding-school-deaths-so-far/article_90bcba00-d61f-11ec-a8f5-cf98246dfba8.html

Top URLs in Tweet in G9:
[2] https://moreonmyplate.com/i-am-proud-of-her/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[1] https://twitter.com/navajodephealth/status/1524872170555334658
[1] https://www.nativevision.org
[1] https://twitter.com/JHUCAIH/status/1521629088674373633
[1] https://hopilavayi.com/
[1] https://www.youtube.com/watch?v=wyZ3t-lbZZo&feature=youtu.be

[1] https://www.youtube.com/watch?v=8A90b0qIKos&feature=youtu.be

[1] https://cu.taleo.net/careersection/2/jobdetail.ftl?job=24559&lang=en
[1] https://urlisolation.com/login
[1] https://aigcs.org/scholarships-fellowships/graduate-students

Top URLs in Tweet in G10:
[11] https://nativeamerica.travel/experiences/acoma-pottery-the-four-matriarchs
[10] https://www.vogue.com/article/charlene-holy-bear-hand-beaded-vans
[8] https://newmexiconomad.com/san-jose-de-los-jemez-mission/
[2] https://www.ancient-code.com/the-mysteries-and-legends-of-shiprock-the-sacred-peak-of-the-navajo-people/
[2] https://www.youtube.com/watch?v=qDndUaqZILE&feature=youtu.be

[1] https://newmexiconomad.com/mescalero-apache/
[1] http://newmexiconomad.com/mesa-prieta/
[1] https://newmexiconomad.com/chaco-canyon-national-historical-park/
[1] https://newmexiconomad.com/bandelier/
[1] https://m.facebook.com/login.php?next=https%3A%2F%2Fm.facebook.com%2Fstory.php%3Fstory_fbid%3D3216398048680050%26id%3D100009296581471%26sfnsn%3Dmo&refsrc=deprecated&_rdr

Top Domains
Top Domains in Tweet in Entire Graph:
[415] etsy.com
[329] youtube.com
[316] twitter.com
[264] amazon.com
[146] redbubble.com
[97] mikebonemedia.com
[74] twitch.tv
[66] ebay.com
[58] paypal.com
[52] aivmi.org

Top Domains in Tweet in G1:
[254] youtube.com
[160] twitter.com
[96] mikebonemedia.com
[83] etsy.com
[37] redbubble.com
[32] instagram.com
[30] twitch.tv
[24] liveauctioneers.com
[21] solo.to
[19] bandcamp.com

Top Domains in Tweet in G2:
[235] amazon.com
[7] barnesandnoble.com
[7] kobo.com
[7] ebooklingo.com
[6] redbubble.com
[5] aivmi.org
[4] medium.com
[3] independentauthornetwork.com
[1] books2read.com
[1] mybook.to

Top Domains in Tweet in G3:
[27] twitter.com
[11] youtube.com
[5] instagram.com
[4] tiktok.com
[2] etsy.com
[2] solo.to
[2] fineartamerica.com
[2] thehistorianshut.com
[2] gaiaco-op.com
[1] co.nz

Top Domains in Tweet in G4:
[3] twitter.com
[2] blogspot.com
[2] angellikefire.com
[2] trending24shop.com
[1] dailycal.org
[1] navajotimes.com
[1] chronicle.com
[1] facebook.com
[1] go.com
[1] deadline.com

Top Domains in Tweet in G5:
[101] redbubble.com
[47] ebay.com
[9] amazon.com
[7] welcomenativestores.com
[2] etsy.com
[1] triviappolis.com
[1] co.uk
[1] co.in

Top Domains in Tweet in G6:
[13] twitter.com
[10] collegefund.org
[9] trtworld.com
[7] laskinsfest.com
[6] pbs.org
[4] qualtrics.com
[4] youtube.com
[3] nacme.org
[2] viglink.com
[2] zoom.us

Top Domains in Tweet in G7:
[270] etsy.com
[12] beauxbeautyblog.com
[6] twitter.com
[3] msn.com
[3] paypal.com
[2] awin1.com
[1] cbsnews.com

Top Domains in Tweet in G8:
[1] cherokeephoenix.org

Top Domains in Tweet in G9:
[6] aigcs.org
[2] twitter.com
[2] youtube.com
[2] moreonmyplate.com
[1] nativevision.org
[1] hopilavayi.com
[1] taleo.net
[1] urlisolation.com
[1] blackbaud.com
[1] facebook.com

Top Domains in Tweet in G10:
[12] newmexiconomad.com
[11] nativeamerica.travel
[10] vogue.com
[2] ancient-code.com
[2] youtube.com
[1] facebook.com
[1] visitgallup.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3812] nativeamerican
[1359] nativetwitter
[583] indigenous
[560] native
[465] book
[456] nativeamericans
[340] legends
[334] passamaquoddy
[323] usa
[316] puzzle



Top Hashtags in Tweet in G1:
[1477] nativeamerican
[334] indigenous
[256] nativetwitter
[186] native
[104] nativeamericans
[90] history
[86] cdnpoli
[78] canada
[72] indigenouspeoples
[70] americanindian

Top Hashtags in Tweet in G2:
[457] nativeamerican
[456] book
[335] legends
[334] passamaquoddy
[315] puzzle
[230] ku
[208] writerscommunity
[208] newrelease
[197] writerslift
[87] love

Top Hashtags in Tweet in G3:
[98] nativeamerican
[81] nativetwitter
[34] settlersaturday
[33] mutualaidrequest
[33] crowdfunding
[22] indigenous
[16] native
[9] art
[6] beadwork
[6] landback

Top Hashtags in Tweet in G4:
[435] nativeamerican
[293] nativeamericans
[237] native
[128] usa
[97] nativetwitter
[93] nativehistory
[93] history
[42] quotes
[40] nativeamericanheritagemonth
[37] wisdom

Top Hashtags in Tweet in G5:
[152] nativeamerican
[69] native
[65] nativetwitter
[65] indigenous
[60] designs
[47] ebay
[36] fashion
[34] abstract
[34] fashiondesign
[32] alinedresses

Top Hashtags in Tweet in G6:
[93] nativeamerican
[28] thinkindian
[23] educationistheanswer
[22] nativetwitter
[9] usa
[8] filmmakers
[8] indigenous
[7] writers
[6] scholarships
[6] representationmatters

Top Hashtags in Tweet in G7:
[267] nativetwitter
[174] firstnations
[165] beadwork
[145] alaskanative
[143] nativemade
[111] buynative
[108] statimc
[97] aleut
[95] unangax
[79] decolonize

Top Hashtags in Tweet in G8:
[107] nativeamerican
[107] usa

Top Hashtags in Tweet in G9:
[32] nativetwitter
[24] mmiw
[21] mmiwusa
[13] nativeamerican
[10] mmiwg
[8] findourmissingpoc
[7] covid19
[6] southdakota
[6] thecenterfornativescholarships
[3] healthequity

Top Hashtags in Tweet in G10:
[58] nativeamerican
[49] newmexico
[22] history
[20] culture
[20] travel
[20] roadtrip
[15] artist
[13] española
[12] nature
[12] hiking

Top Words
Top Words in Tweet in Entire Graph:
[3814] #nativeamerican
[1359] #nativetwitter
[987] native
[650] american
[595] #indigenous
[595] #native
[579] more
[499] help
[465] #book
[456] #nativeamericans

Top Words in Tweet in G1:
[1479] #nativeamerican
[351] native
[346] #indigenous
[256] #nativetwitter
[244] american
[201] mikebonemusic
[191] #native
[132] youtube
[121] more
[114] people

Top Words in Tweet in G2:
[457] #nativeamerican
[456] #book
[335] #legends
[334] #passamaquoddy
[329] maine
[315] hours
[315] fun
[315] intellectual
[315] stimulation
[315] #puzzle

Top Words in Tweet in G3:
[98] #nativeamerican
[81] #nativetwitter
[40] please
[38] share
[37] last
[34] link
[34] days
[34] #settlersaturday
[33] chocofrybread
[33] d0nation

Top Words in Tweet in G4:
[435] #nativeamerican
[293] #nativeamericans
[279] native3rd
[272] nativeamwisdom
[239] #native
[170] native______
[142] angellikefire
[128] #usa
[122] native
[100] american

Top Words in Tweet in G5:
[152] #nativeamerican
[96] mar73_designs
[92] available
[79] american
[78] doll
[71] #native
[67] native
[65] #nativetwitter
[65] #indigenous
[60] #designs

Top Words in Tweet in G6:
[93] #nativeamerican
[39] native
[37] collegefund
[30] join
[28] #thinkindian
[28] writers
[26] more
[24] tv
[24] lab
[23] team

Top Words in Tweet in G7:
[267] #nativetwitter
[232] shop
[174] #firstnations
[165] #beadwork
[156] free
[152] shipping
[151] beauxbeautyblog
[145] #alaskanative
[143] #nativemade
[126] available

Top Words in Tweet in G8:
[108] schools
[107] another
[107] dirty
[107] secret
[107] assimilationist
[107] #nativeamerican
[107] boarding
[107] #usa
[107] hid
[107] more

Top Words in Tweet in G9:
[231] missing
[128] usammiw
[96] information
[89] please
[76] seen
[58] daveya
[58] leeschelle
[51] whereabouts
[47] 2022
[45] contact

Top Words in Tweet in G10:
[97] 505nomad
[58] #nativeamerican
[49] #newmexico
[41] canyon
[29] years
[27] mesa
[27] early
[26] during
[26] 450
[26] settlement

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[551] native,american
[334] #passamaquoddy,#legends
[315] hours,fun
[315] fun,intellectual
[315] intellectual,stimulation
[315] stimulation,#passamaquoddy
[315] #legends,#puzzle
[315] #puzzle,#book
[315] #book,learn
[307] #nativeamerican,#nativeamericans

Top Word Pairs in Tweet in G1:
[202] native,american
[83] #nativeamerican,#nativetwitter
[59] #nativeamerican,#nativeamericans
[59] #nativeamerican,#native
[49] subscribe,#share
[47] #nativeamerican,#indigenous
[47] watch,mikebonemusic
[46] youtube,subscribe
[45] #indigenous,#nativeamerican
[45] until,#season2

Top Word Pairs in Tweet in G2:
[334] #passamaquoddy,#legends
[315] hours,fun
[315] fun,intellectual
[315] intellectual,stimulation
[315] stimulation,#passamaquoddy
[315] #legends,#puzzle
[315] #puzzle,#book
[315] #book,learn
[217] #nativeamerican,culture
[211] learn,#nativeamerican

Top Word Pairs in Tweet in G3:
[34] please,share
[33] chocofrybread,please
[33] share,link
[33] link,last
[33] last,d0nation
[33] d0nation,days
[33] days,ago
[33] ago,#mutualaidrequest
[33] #mutualaidrequest,#crowdfunding
[33] #crowdfunding,#settlersaturday

Top Word Pairs in Tweet in G4:
[229] #nativeamerican,#nativeamericans
[178] native3rd,nativeamwisdom
[137] #nativeamericans,#native
[121] native______,native3rd
[109] #native,#usa
[98] native,american
[93] daily,amazing
[93] amazing,native
[93] american,content
[93] content,#nativeamerican

Top Word Pairs in Tweet in G5:
[67] native,american
[58] one,#nativeamerican
[58] #nativeamerican,#designs
[58] #designs,available
[58] available,#nativetwitter
[58] #nativetwitter,#native
[58] #native,#indigenous
[57] mar73_designs,one
[57] #indigenous,#ind
[41] #ebay,ebay

Top Word Pairs in Tweet in G6:
[22] native,american
[21] #thinkindian,#educationistheanswer
[20] come,join
[20] join,team
[20] team,collegefund
[20] collegefund,currently
[20] currently,hiring
[19] #educationistheanswer,#nativeamerican
[18] tv,writers
[18] writers,lab

Top Word Pairs in Tweet in G7:
[152] free,shipping
[135] shop,free
[114] #alaskanative,#firstnations
[112] shipping,#nativetwitter
[102] available,shop
[81] earrings,available
[79] beaded,hoop
[79] hoop,earrings
[74] #nativemade,#buynative
[74] please,check

Top Word Pairs in Tweet in G8:
[107] another,dirty
[107] dirty,secret
[107] secret,assimilationist
[107] assimilationist,#nativeamerican
[107] #nativeamerican,boarding
[107] boarding,schools
[107] schools,#usa
[107] #usa,hid
[107] hid,more
[107] more,500

Top Word Pairs in Tweet in G9:
[126] usammiw,missing
[58] daveya,leeschelle
[49] whereabouts,please
[42] please,contact
[31] last,seen
[30] contact,directly
[29] missing,daveya
[29] leeschelle,sohappy
[29] sohappy,information
[29] information,daveya

Top Word Pairs in Tweet in G10:
[26] during,450
[26] 450,years
[26] years,settlement
[26] settlement,frijoles
[26] frijoles,canyon
[26] canyon,early
[26] early,inhabitants
[26] inhabitants,carved
[26] carved,caves
[26] caves,volcanic

Top Replied-To
Top Replied-To in Entire Graph:
@justintrudeau
@aidawesomeee
@futurefantasy5
@penkasha
@mikebonemusic
@theinkwellwc
@omotimehin_tope
@janedarrcie
@95star
@crash_shadow_

Top Replied-To in G1:
@justintrudeau
@mikebonemusic
@govstitt
@sportscenter
@kandisstaylor
@torontostar
@cwwhitencr
@cathmckenna
@sebbovetsrc
@gaberlu04142286

Top Replied-To in G2:
@aidawesomeee
@futurefantasy5
@penkasha
@95star
@thetaoishway
@crash_shadow_
@janedarrcie
@omotimehin_tope
@theinkwellwc
@johnnaescobar

Top Replied-To in G4:
@native_today
@native3rd
@angellikefire
@karstenleipold
@jysexton
@cforeman31
@thatsdrstimpy2u
@vanseneric
@indigenouspeo14
@motherriverzen

Top Replied-To in G6:
@indigenous_xyz
@meganbang3

Top Mentioned
Top Mentioned in Entire Graph:
@native3rd
@nativeamwisdom
@susanneleist
@zguta
@mikebonemusic
@native______
@beauxbeautyblog
@angellikefire
@usammiw
@mikecook_author

Top Mentioned in G1:
@mikebonemusic
@roknrob121
@onijoseph
@the_rezdog
@rezdogsfx
@justintrudeau
@nativelovesusa
@csfuqua
@mysticalmetis
@youtube

Top Mentioned in G2:
@susanneleist
@zguta
@mikecook_author
@susann
@ezindiepress
@raymond_norman
@futurefantasy5
@marylschmidt
@jgmacleodauthor
@rrrowleywrites

Top Mentioned in G3:
@ingrida11065959
@toddbohannon
@fispahani
@chuckbrouilette
@serrecewinter
@painvsguilt
@kryptomurda

Top Mentioned in G4:
@native3rd
@nativeamwisdom
@native______
@angellikefire
@nativelovesusa
@nativeesoul
@nativesspirit36
@lavaboils
@twitter
@indigenous_land

Top Mentioned in G5:
@mar73_designs
@ebay
@grandmasdowry
@raymond_norman
@native_welcome
@ninsthewriter
@zguta
@2funatetsy
@beautiqueisle
@jimdrew547

Top Mentioned in G6:
@collegefund
@native_scholars
@alliancenative
@mediapays
@laskinsfest
@nativepathways
@finaldraftinc
@muadmzaki
@donaldwarnemd
@end_disparities

Top Mentioned in G7:
@beauxbeautyblog
@ndnqueerian
@shannonbaker
@twitch
@danyell_dx
@native_orchid
@carmelocotnmadu
@starbornodyssey
@robrobbierobrob

Top Mentioned in G8:
@timand2037

Top Mentioned in G9:
@usammiw
@arcticfoxtrue
@teamaigc
@jhucaih
@projectmosaicco
@bureauindianedu
@jessiedanielson
@govofco
@holoske
@nativepathways

Top Mentioned in G10:
@505nomad
@visitgallup
@nativelovesusa
@jcewl93
@jj_harvill
@jwintersart
@emammoore
@tiffanylovesart
@rocpaintsip

Top Tweeters
Top Tweeters in Entire Graph:
@paul_cude
@dichristine
@barntiques859
@nblackthorne
@mistersalesman
@alhanda
@johnroseputnam
@bridgittelesley
@raymond_norman
@renaissancefai

Top Tweeters in G1:
@renaissancefai
@dancas2
@rhinestonediva
@bellesapepper37
@streamerwallcom
@itheretweeter1
@vtubertweeter
@jdsgiftshack
@ebtesam00369622
@rahul05ranjan

Top Tweeters in G2:
@paul_cude
@nblackthorne
@mistersalesman
@alhanda
@johnroseputnam
@bridgittelesley
@susanneleist
@blazedrts
@davepperlmutter
@mellowcello1

Top Tweeters in G3:
@warriors_mom
@tribulation_mrt
@chaconapoleon
@jaaztime
@toddbohannon
@terrence_str
@elegantinab
@eniledam05
@bratzyunho
@ladynymeria

Top Tweeters in G4:
@scheerenberger
@belladonamodels
@fett1111
@djmusgr
@worldincrisis1
@45acpjoe
@biggspirit
@kokokarincyo
@sunnydays024
@vjseymour

Top Tweeters in G5:
@barntiques859
@raymond_norman
@w_angels_wings
@mckbirdbks
@supersoftknits
@britonanddane
@crystalseries
@dougjcooper
@tanyawarren
@mainchannel_

Top Tweeters in G6:
@reneevoicebrand
@walmart
@vaw511
@thr
@sheeda418
@stevepphill
@sunjazzd
@polubunmi
@walterdgreason
@poetpooch

Top Tweeters in G7:
@terrilltf
@light_angel_12
@daniellegembala
@inoru42
@ralphscenic
@sickfemme
@nuriallibertat2
@quirkyinuk
@bpsycho1
@realwesleywess

Top Tweeters in G8:
@pparzival
@princessbibirf_
@brendahazelhur1
@manatrue
@mmoli588
@juliolxxix
@shabbirghewalla
@fchaumac_chau
@imchaffie
@terribennet

Top Tweeters in G9:
@tenjihides
@cowboy082478
@nrodovsky
@fostercaretoday
@velvetwolf07
@bttbbrack
@renay48937
@yvette45184087
@mamagerka
@sabsdolphin

Top Tweeters in G10:
@cnbsnana
@odoylecharlotte
@stunnedvoter
@marciasgreen
@lewieb99test
@equi_noctis
@bewickwren
@wendyeslater
@enderfp
@profdans