#nativeamerican OR #nativetwitter, Twitter, 4/2/2020 2:57:31 AM, 224232


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#nativeamerican OR #nativetwitter_2020-04-01_18-28-51.xlsx
#nativeamerican OR #nativetwitter_2020-04-01_18-28-51.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 02, 2020
Short Description:
#nativeamerican OR #nativetwitter via NodeXL https://bit.ly/343k37d
@nativeamwisdom
@husquamun
@beauxbeautyblog
@secbernhardt
@arcticmother
@dichristine
@_illuminatives
@gayleasher1
@s_d_powwow
@cultiv8hope

Top hashtags:
#nativeamerican
#wisdom
#nativetwitter
#quotes

Description:
Description
The graph represents a network of 3,649 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, 02 April 2020 at 01:30 UTC.

The requested start date was Thursday, 02 April 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 5-day, 8-hour, 12-minute period from Friday, 27 March 2020 at 00:44 UTC to Wednesday, 01 April 2020 at 08:56 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 : 3649
Unique Edges : 4124
Edges With Duplicates : 2262
Total Edges : 6386
Number of Edge Types : 4
MentionsInRetweet : 4725
Tweet : 946
Mentions : 589
Replies to : 126
Self-Loops : 946
Reciprocated Vertex Pair Ratio : 0.00828794695713947
Reciprocated Edge Ratio : 0.0164396430248943
Connected Components : 427
Single-Vertex Connected Components : 236
Maximum Vertices in a Connected Component : 2668
Maximum Edges in a Connected Component : 5084
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.868192
Graph Density : 0.000319872543787531
Modularity : 0.635689
NodeXL Version : 1.0.1.429
Data Import : The graph represents a network of 3,649 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, 02 April 2020 at 01:30 UTC.

The requested start date was Thursday, 02 April 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 5-day, 8-hour, 12-minute period from Friday, 27 March 2020 at 00:44 UTC to Wednesday, 01 April 2020 at 08:56 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:
[66] 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
[27] https://twitter.com/mahtowin1/status/1243732462380949504
[21] 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
[14] https://rover.ebay.com/rover/1/711-127632-2357-0/16?itm=392700480857&user_name=kentuckyliving&spid=2047675&mpre=https%3A%2F%2Fwww.ebay.com%2Fitm%2F-%2F392700480857&swd=3&mplxParams=user_name%2Citm%2Cswd%2Cmpre%2C&sojTags=du%3Dmpre%2Citm%3Ditm%2Cuser_name%3Duser_name%2Csuri%3Dsuri%2Cspid%3Dspid%2Cswd%3Dswd%2C
[14] https://rover.ebay.com/rover/1/711-53200-19255-0/1?icep_ff3=2&pub=5575378759&campid=5338273189&customid=&icep_item=174226691312&ipn=psmain&icep_vectorid=229466&kwid=902099&mtid=824&kw=lg&toolid=11111
[12] https://www.barnesandnoble.com/w/books/1130849102?ean=9781939844620
[11] https://mikebonemusiccom.bandzoogle.com/store
[11] https://calebandlindapirtle.com/89650-2/
[10] https://www.kobo.com/us/en/ebook/stone-man-and-the-trail-of-tears
[10] http://www.dancinglemurpressllc.com/new-adultyoung-adultmiddle-grade

Top URLs in Tweet in G1:
[3] https://amazon.com/dp/B0058IZSVU
[1] https://twitter.com/BrendaOf6/status/1243931763635703809
[1] http://www.barnesandnoble.com/w/fallen-hopes-taken-dreams-j-m-barlog/1104083413?ean=2940012806611

Top URLs in Tweet in G3:
[8] https://twitter.com/mahtowin1/status/1243732462380949504
[4] https://twitter.com/KishaJames8/status/1243733958434660353
[3] https://twitter.com/NPR/status/1243946736353148928
[3] https://www.wbur.org/news/2020/03/28/mashpee-wampanoag-reservation-secretary-interior-land-trust
[3] https://www.yahoo.com/huffpost/mashpee-wampanoag-cape-cod-trump-casino-caronavirus-073953500.html
[3] https://rover.ebay.com/rover/1/711-127632-2357-0/16?itm=174228066237&user_name=santafeworldcoins*currency&spid=2047675&mpre=https%3A%2F%2Fwww.ebay.com%2Fitm%2F-%2F174228066237&swd=3&mplxParams=user_name%2Citm%2Cswd%2Cmpre%2C&sojTags=du%3Dmpre%2Citm%3Ditm%2Cuser_name%3Duser_name%2Csuri%3Dsuri%2Cspid%3Dspid%2Cswd%3Dswd%2C
[2] https://twitter.com/threadreaderapp/status/1243854608444919810
[2] https://twitter.com/ziibiing/status/1243908420043972608
[2] https://twitter.com/WBUR/status/1243918622877253633
[2] https://twitter.com/latimes/status/1244296506565218306

Top URLs in Tweet in G4:
[2] https://twitter.com/indianaffairs/status/1244615942740545536
[2] https://twitter.com/TigNotaro/status/1243412289010585603
[2] https://twitter.com/ic_patriot/status/1243915827767840769
[2] https://twitter.com/atlasobscura/status/1244380661240258560
[2] https://twitter.com/wirelesshogan/status/1244060029302562819
[1] https://twitter.com/ReycraftBooks/status/1243553758413496322
[1] https://twitter.com/leefrancisiv/status/1245038787023065092
[1] https://thedailyaztec.com/99636/news/native-american-campus-community-prepares-for-new-native-resource-center/
[1] https://www.knau.org/post/native-americans-put-digital-spin-traditions-amid-virus-outbreak
[1] https://www.wsj.com/articles/coronavirus-hits-native-american-groups-already-struggling-with-poor-health-care-11584906562

Top URLs in Tweet in G5:
[1] https://m.tiktok.com/v/6802358896401894662.html?u_code=cm6bb7f6bldalj&preview_pb=0&language=en×tamp=1585607525&user_id=6536751043806499855&utm_source=copy&utm_campaign=client_share&utm_medium=android&share_app_name=musically&share_iid=6807897984446088965
[1] https://m.tiktok.com/v/6807878717738585349.html?u_code=cm6bb7f6bldalj&preview_pb=0&language=en×tamp=1585606605&user_id=6536751043806499855&utm_source=twitter&utm_campaign=client_share&utm_medium=android&share_app_name=musically&share_iid=6807897984446088965
[1] https://www.etsy.com/shop/lovealaskadesign?source=aw&utm_source=affiliate_window&utm_medium=affiliate&utm_campaign=us_location_buyer&utm_term=3657&awc=6220_1577931121_ef3c3d9c16cba98f9972a4a86c1d37f0&utm_content=449241
[1] https://www.mixcloud.com/mapucheNL/chile-indigenous-mapuche-reporter-pascual-pichun-about-the-covid-19-corona-virus-at-wallmapu/
[1] http://radio.mapuche.nl/
[1] https://www.youtube.com/watch?v=xKD_yEDY2gA

[1] https://www.edelweiss.plus/#keywordSearch&q=gansworth&page=1
[1] https://www.nafoa.org/coronavirus

Top URLs in Tweet in G6:
[63] 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.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
[9] 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
[4] 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
[4] https://www.amazon.com/hz/wishlist/ls/X7EJZ2U77BYR?ref_=wl_share
[4] 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_1585378825_2559336e9f9b4e139757bb0568b2d205&utm_content=449241
[2] https://www.boston.com/news/politics/2020/03/30/elizabeth-warren-ed-markey-mashpee-wampanoag#
[2] https://twitter.com/songstress28/status/1244834062507765762
[2] https://www.etsy.com/listing/653045717/navajo-bolo-tie-sterling-silver?utm_medium=SellerListingTools&utm_campaign=Share&utm_source=Twitter&share_time=1572700628000&utm_term=so.slt
[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_1585378652_1bae6ffb42a0008d2704a8b9205d9ef9&utm_content=449241

Top URLs in Tweet in G7:
[2] https://www.squamishreporter.com/2020/03/30/six-year-old-prays-for-covid-19-patients-with-first-nations-dance-video/
[1] https://mashpeewampanoagtribe-nsn.gov/news/2020/3/27/message-from-the-chairman-we-will-take-action-to-prevent-the-loss-of-our-land
[1] https://twitter.com/RussDiabo/status/1243167067215466502
[1] https://canadiandimension.com/articles/view/canada-ignoring-gendered-impacts-of-covid-19-on-indigenous-women
[1] https://rabble.ca/blogs/bloggers/views-expressed/2020/03/federal-pandemic-funds-first-nations-woefully-inadequate
[1] https://twitter.com/NativeAmWisdom/status/1244822266271215622
[1] https://twitter.com/NativeAmWisdom/status/1243599179408199681
[1] https://twitter.com/NativeAmWisdom/status/1243553952416911362
[1] https://twitter.com/RunningDoe1/status/1243203555001016320
[1] https://twitter.com/NativeAmWisdom/status/1243236800128258048

Top URLs in Tweet in G8:
[5] https://twitter.com/mahtowin1/status/1243732462380949504
[3] https://www.bostonglobe.com/2020/03/28/metro/mashpee-wampanoag-tribe-is-losing-its-reservation-leader-says/?event=event25
[2] https://twitter.com/npr/status/1243946736353148928
[1] https://twitter.com/cultiv8hope/status/1244036177184858113
[1] https://oknaav.org/jobs
[1] https://twitter.com/UtahDineBikeyah/status/1243959671385288704
[1] https://sign.moveon.org/petitions/stand-with-the-mashpee?share=90a78e7d-3b09-40fc-a09b-1e28c11dbba6&source=s.tw.ty&time=1585509074&utm_source=s.tw.ty
[1] https://twitter.com/ICTPressPool/status/1244659595475386368
[1] https://twitter.com/YaleE360/status/1244692131077337096
[1] https://twitter.com/indianz/status/1245060963889565699

Top URLs in Tweet in G9:
[3] https://www.facebook.com/indigipopx/?tn-str=k*F
[2] https://rover.ebay.com/rover/1/711-127632-2357-0/16?itm=402114632682&user_name=heatniev&spid=2047675&mpre=https%3A%2F%2Fwww.ebay.com%2Fitm%2F-%2F402114632682&swd=3&mplxParams=user_name%2Citm%2Cswd%2Cmpre%2C&sojTags=du%3Dmpre%2Citm%3Ditm%2Cuser_name%3Duser_name%2Csuri%3Dsuri%2Cspid%3Dspid%2Cswd%3Dswd%2C
[2] https://rover.ebay.com/rover/1/711-127632-2357-0/16?itm=133372684608&user_name=vintagevanity1&spid=2047675&mpre=https%3A%2F%2Fwww.ebay.com%2Fitm%2F-%2F133372684608&swd=3&mplxParams=user_name%2Citm%2Cswd%2Cmpre%2C&sojTags=du%3Dmpre%2Citm%3Ditm%2Cuser_name%3Duser_name%2Csuri%3Dsuri%2Cspid%3Dspid%2Cswd%3Dswd%2C
[1] https://mashpeewampanoagtribe-nsn.gov/news/2020/3/27/message-from-the-chairman-we-will-take-action-to-prevent-the-loss-of-our-land
[1] https://www.gofundme.com/f/havasupai-tribe-covid19-relief-fund?utm_source=customer&utm_medium=copy_link&utm_campaign=p_cf+share-flow-1
[1] https://www.ebay.com/itm/223957266877?fbclid=IwAR0y9EMqEXnNW7cQAjBMDC6HDLEr4W5PxyNEIPTYZ7TyPqI-KFVmcGosYKo
[1] https://www.indiangaming.org/
[1] https://twitter.com/jfkeeler/status/1244280087689572352
[1] https://www.youtube.com/watch?v=qTJvpfkRRdA&feature=youtu.be

[1] https://twitter.com/regcharging/status/1245079209166454785

Top URLs in Tweet in G10:
[6] https://news.nationalgeographic.com/2016/07/chaco-canyon-pueblo-bonito-social-implications-polydactyly-extra-toes/
[4] https://www.nationalgeographic.com/travel/world-heritage/pueblo-de-taos/
[3] https://www.npr.org/templates/story/story.php?storyId=127797442
[2] https://hubpages.com/travel/New-Mexico-Albuquerque-National-Monument-Petroglyphs-Amazing
[2] https://newmexiconomad.com/apache-warrior-women-gouyen-lozen-dahteste/
[1] http://news.nationalgeographic.com/2017/02/chaco-canyon-pueblo-bonito-room-33/
[1] https://arizona.zoom.us/j/417999801
[1] https://www.youtube.com/watch?v=-Ga8ZlUcEnY&feature=youtu.be

[1] http://nativenewsonline.net/currents/mashpee-wampanoag-ordered-to-disestablish-reservation-by-dept-of-interior/?fbclid=IwAR2MAiGlDIL2Kd8OU3vrspkhJy7J6RDCthKSPxVYEWqvLcArX-RiiRNPZCo
[1] https://twitter.com/BernieSanders/status/1244264479254360068

Top Domains
Top Domains in Tweet in Entire Graph:
[214] twitter.com
[194] etsy.com
[65] instagram.com
[44] ebay.com
[40] youtube.com
[37] amazon.com
[18] 21vintagestreet.com
[15] bandzoogle.com
[13] barnesandnoble.com
[13] wbur.org

Top Domains in Tweet in G1:
[3] amazon.com
[1] twitter.com
[1] barnesandnoble.com

Top Domains in Tweet in G3:
[60] twitter.com
[57] instagram.com
[37] etsy.com
[8] facebook.com
[5] spotify.com
[5] ebay.com
[4] youtube.com
[4] wbur.org
[4] moveon.org
[4] aivmi.org

Top Domains in Tweet in G4:
[32] twitter.com
[1] thedailyaztec.com
[1] knau.org
[1] wsj.com
[1] co.uk
[1] powwows.com
[1] indiancountrytoday.com
[1] youtube.com
[1] najanewsroom.com
[1] actblue.com

Top Domains in Tweet in G5:
[2] tiktok.com
[1] etsy.com
[1] mixcloud.com
[1] mapuche.nl
[1] youtube.com
[1] edelweiss.plus
[1] nafoa.org

Top Domains in Tweet in G6:
[101] etsy.com
[4] awin1.com
[4] amazon.com
[3] twitter.com
[3] gofundme.com
[3] paypal.me
[2] boston.com

Top Domains in Tweet in G7:
[11] twitter.com
[2] squamishreporter.com
[1] mashpeewampanoagtribe-nsn.gov
[1] canadiandimension.com
[1] rabble.ca
[1] froglegend.com

Top Domains in Tweet in G8:
[13] twitter.com
[3] bostonglobe.com
[1] oknaav.org
[1] moveon.org
[1] originalpechanga.com
[1] apple.news
[1] yahoo.com
[1] huffpost.com
[1] wbur.org

Top Domains in Tweet in G9:
[11] ebay.com
[3] twitter.com
[3] facebook.com
[1] mashpeewampanoagtribe-nsn.gov
[1] gofundme.com
[1] indiangaming.org
[1] youtube.com
[1] greatlakesecho.org

Top Domains in Tweet in G10:
[11] nationalgeographic.com
[3] npr.org
[2] hubpages.com
[2] newmexiconomad.com
[1] zoom.us
[1] youtube.com
[1] nativenewsonline.net
[1] twitter.com
[1] instagram.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2052] nativeamerican
[826] wisdom
[772] nativetwitter
[699] quotes
[158] firstnations
[136] covid19
[123] native
[118] indigenous
[89] beadwork
[83] socialdistancepowwow



Top Hashtags in Tweet in G1:
[769] nativeamerican
[757] wisdom
[641] quotes
[16] nativetwitter
[16] nativeamericans
[15] cherokee
[15] lakota
[14] halfbreed_nation
[14] warrior
[14] notmypresident

Top Hashtags in Tweet in G2:
[1] coronaviruspandemic
[1] nativetwitter
[1] nativeamerican

Top Hashtags in Tweet in G3:
[263] nativeamerican
[85] nativetwitter
[27] native
[20] indigenous
[17] covid19
[15] nativeamericans
[14] coronavirus
[13] americanindian
[13] turquoise
[13] edwardscurtis

Top Hashtags in Tweet in G4:
[133] nativeamerican
[104] nativetwitter
[69] socialdistancepowwow
[57] firstnations
[53] womenshistorymonth
[32] powwow
[27] socialdistancing
[24] nativealaskans
[20] coronavirus
[20] native

Top Hashtags in Tweet in G5:
[11] nativetwitter
[5] nativeamerican
[4] covid19
[4] teachers
[4] librarians
[4] parents
[2] beadwork
[2] choctaw
[2] tiktok
[2] socialdistancepowwow

Top Hashtags in Tweet in G6:
[159] nativetwitter
[81] beadwork
[73] firstnations
[71] statimc
[69] alaskanative
[66] unangax
[66] aleut
[59] nativemade
[49] buynative
[33] beadedearrings

Top Hashtags in Tweet in G7:
[46] nativeamerican
[40] nativetwitter
[37] native
[22] americanindian
[22] cherokee
[22] cherokeenation
[22] indigenouspeople
[20] wisdom
[20] injun101
[12] westandtogether

Top Hashtags in Tweet in G8:
[28] nativeamerican
[14] missing
[12] nativetwitter
[4] lost
[4] indigenous
[4] mashpeewampanoag
[3] nativeamericans
[3] standwithmashpee
[2] kids
[2] awol

Top Hashtags in Tweet in G9:
[68] nativetwitter
[50] havasupai
[50] indiancountry
[17] nativeamerican
[8] wisdom
[8] quotes
[4] standwithmashpee
[3] ipx20
[3] ipxdigital
[2] auction

Top Hashtags in Tweet in G10:
[44] nativeamerican
[20] history
[19] newmexico
[19] culture
[14] heritage
[12] tradition
[10] throwbackthursday
[10] tbt
[10] dance
[6] puebloan

Top Words
Top Words in Tweet in Entire Graph:
[4606] Words in Sentiment List#1: Positive
[2462] Words in Sentiment List#2: Negative
[162] Words in Sentiment List#3: Angry/Violent
[99377] Non-categorized Words
[106433] Total Words
[2052] #nativeamerican
[1707] nativeamwisdom
[826] #wisdom
[790] #nativetwitter
[699] #quotes

Top Words in Tweet in G1:
[1596] nativeamwisdom
[769] #nativeamerican
[757] #wisdom
[641] #quotes
[511] proverb
[474] man
[177] hopi
[177] law
[171] peace
[169] more

Top Words in Tweet in G2:
[325] secbernhardt
[325] mashpee
[324] call
[324] action
[324] sec
[324] interior
[324] sends
[324] tribe
[324] eviction
[324] notice

Top Words in Tweet in G3:
[263] #nativeamerican
[85] #nativetwitter
[53] native
[41] american
[32] sterling
[28] silver
[27] #native
[27] 925
[20] #indigenous
[20] land

Top Words in Tweet in G4:
[133] #nativeamerican
[104] #nativetwitter
[78] _illuminatives
[69] #socialdistancepowwow
[58] one
[57] #firstnations
[56] highlight
[54] repdebhaaland
[54] first
[53] #womenshistorymonth

Top Words in Tweet in G5:
[328] toilet
[328] paper
[328] making
[167] native
[165] beaded
[164] make
[164] clearly
[164] quarantine
[164] patch
[163] husquamun

Top Words in Tweet in G6:
[160] #nativetwitter
[154] beauxbeautyblog
[142] free
[133] etsy
[126] shop
[115] shipping
[98] help
[93] beads
[81] #beadwork
[73] #firstnations

Top Words in Tweet in G7:
[46] #nativeamerican
[42] pam_palmater
[40] #nativetwitter
[38] first
[37] #native
[35] nations
[33] pandemic
[32] latest
[24] federal
[23] haidaprincess

Top Words in Tweet in G8:
[28] #nativeamerican
[16] realdonaldtrump
[14] #missing
[14] interior
[12] #nativetwitter
[10] indianz
[10] usindianaffairs
[9] oknaav
[9] person
[9] land

Top Words in Tweet in G9:
[68] #nativetwitter
[51] tribe
[51] 19
[50] help
[50] #havasupai
[50] covid
[50] relief
[50] #indiancountry
[50] largely
[50] forgotten

Top Words in Tweet in G10:
[56] 505nomad
[44] #nativeamerican
[32] video
[32] site
[30] land
[27] pueblo
[22] well
[20] #history
[20] closed
[19] #newmexico

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[810] #nativeamerican,#wisdom
[688] #wisdom,#quotes
[536] proverb,#nativeamerican
[348] toilet,paper
[328] sec,interior
[328] mashpee,tribe
[327] call,action
[327] action,sec
[327] interior,secbernhardt
[327] secbernhardt,sends

Top Word Pairs in Tweet in G1:
[756] #nativeamerican,#wisdom
[639] #wisdom,#quotes
[502] proverb,#nativeamerican
[176] hopi,proverb
[151] relearn,cry
[151] cry,strong
[151] strong,man
[151] man,cries
[151] cries,weak
[151] weak,man

Top Word Pairs in Tweet in G2:
[324] call,action
[324] action,sec
[324] sec,interior
[324] interior,secbernhardt
[324] secbernhardt,sends
[324] sends,mashpee
[324] mashpee,tribe
[324] tribe,eviction
[324] eviction,notice
[324] notice,during

Top Word Pairs in Tweet in G3:
[36] native,american
[26] sterling,silver
[25] 925,sterling
[16] #native,#nativeamerican
[13] dm,inquire
[13] inquire,link
[13] link,bio
[13] bio,#edwardscurtis
[13] #edwardscurtis,#edwardcurtis
[13] #edwardcurtis,#escurtis

Top Word Pairs in Tweet in G4:
[53] #womenshistorymonth,comes
[53] comes,close
[53] close,highlight
[53] highlight,repdebhaaland
[53] repdebhaaland,laguna
[53] laguna,pueblo
[53] pueblo,one
[53] one,first
[53] first,#nativeamerican
[52] _illuminatives,#womenshistorymonth

Top Word Pairs in Tweet in G5:
[328] toilet,paper
[164] paper,make
[164] make,native
[164] native,clearly
[164] clearly,making
[164] making,quarantine
[164] quarantine,making
[164] making,beaded
[164] beaded,toilet
[164] paper,patch

Top Word Pairs in Tweet in G6:
[126] etsy,shop
[111] free,shipping
[65] 90,yr
[65] yr,old
[61] #unangax,#aleut
[60] glass,beads
[60] beads,rhinestones
[54] help,90
[51] alone,downtown
[51] downtown,seattle

Top Word Pairs in Tweet in G7:
[35] first,nations
[30] pam_palmater,latest
[23] fb,vid
[22] #americanindian,#nativeamerican
[22] #nativeamerican,#nativetwitter
[22] #nativetwitter,#native
[22] #native,#cherokee
[22] #cherokee,#cherokeenation
[22] #cherokeenation,#indigenouspeople
[21] latest,rabbleca

Top Word Pairs in Tweet in G8:
[6] realdonaldtrump,abhorrent
[6] abhorrent,person
[6] person,united
[6] united,states
[6] states,take
[6] take,land
[6] land,away
[6] away,native
[6] native,american
[6] american,indians

Top Word Pairs in Tweet in G9:
[50] help,#havasupai
[50] #havasupai,tribe
[50] tribe,covid
[50] covid,19
[50] 19,relief
[50] relief,#indiancountry
[50] #indiancountry,largely
[50] largely,forgotten
[50] forgotten,#nativetwitter
[49] soonerscotty,help

Top Word Pairs in Tweet in G10:
[16] zuni,pueblo
[16] pueblo,closed
[16] closed,hoping
[16] hoping,friends
[16] friends,safe
[16] safe,well
[16] well,short
[16] short,video
[16] video,one
[16] one,petroglyph

Top Replied-To
Top Replied-To in Entire Graph:
@indianz
@berniesanders
@haidaprincess
@kaitmarieox
@brettachapman
@realdonaldtrump
@anitab_org
@indianaffairs
@npr
@friendsoscience

Top Replied-To in G2:
@dextersaysmeow

Top Replied-To in G4:
@haidaprincess
@brettachapman
@sdsu
@tagaq
@vinceschilling
@aises
@theeagleist
@indiancountry
@repdebhaaland
@powwows

Top Replied-To in G8:
@indianz
@realdonaldtrump
@usmayors
@infonaav
@jfkeeler
@usindianaffairs
@redcross
@joebiden

Top Replied-To in G9:
@itssonoisy

Top Mentioned
Top Mentioned in Entire Graph:
@nativeamwisdom
@secbernhardt
@gayleasher1
@husquamun
@beauxbeautyblog
@_illuminatives
@505nomad
@repdebhaaland
@soonerscotty
@singsintimber

Top Mentioned in G1:
@nativeamwisdom
@nattbratt67
@roknrob121
@nativeam
@tatankaof

Top Mentioned in G2:
@secbernhardt
@gayleasher1
@nativeamwisdom
@husquamun

Top Mentioned in G3:
@mickyoflanagan
@myrna_gordon1
@aivmi

Top Mentioned in G4:
@_illuminatives
@repdebhaaland
@s_d_powwow
@tignotaro
@daledeforest
@vinceschilling
@arigonstarr
@leefrancisiv
@eruledc
@tracisorell

Top Mentioned in G5:
@husquamun
@mapuchenl
@beauxbeautyblog
@debreese
@s_d_powwow
@_ladylight
@isitohbi
@nwafound
@nafoaorg
@enbymingi

Top Mentioned in G6:
@beauxbeautyblog
@nativeapprops
@mredshirtshaw
@dradamhoffman
@enbymingi
@_ladylight
@s_d_powwow
@eagleselatis
@etsy
@nativeamwisdom

Top Mentioned in G7:
@pam_palmater
@haidaprincess
@rabbleca
@tribalsioux
@nativeamwisdom
@justintrudeau
@min_indserv
@cdn_dimension
@jmark923

Top Mentioned in G8:
@interior
@realdonaldtrump
@usindianaffairs
@oknaav
@indianz
@interpol_hq
@polaris_project
@louisepru
@jfkeeler
@walmart

Top Mentioned in G9:
@soonerscotty
@nativeamwisdom
@ebay
@mdewakanton
@kirosauld
@ncai1944
@govtimwalz
@indigenouscon
@mollyofdenali
@jfkeeler

Top Mentioned in G10:
@505nomad
@wereniea
@inkagold
@palmstrading
@taostourism
@berniesanders
@cmail450

Top Tweeters
Top Tweeters in Entire Graph:
@paul_cude
@barntiques859
@marshawright
@dichristine
@eprintedbooks
@renaissancefai
@raymond_norman
@amaia_haikazti
@defendressofsan
@judehaste_write

Top Tweeters in G1:
@amaia_haikazti
@defendressofsan
@billm9
@leehillerlondon
@flipthescript8
@justmepammy
@betterw05759703
@tres444
@raygibbs1
@4everanimalz1

Top Tweeters in G2:
@yarosisnancy
@yayayarndiva
@shareitarie10
@knight201701
@chande87
@sabulosaa
@starfirst
@courageousgirl2
@zsarrina
@on_bender

Top Tweeters in G3:
@ifinduseek
@aivmi
@mimitexasangel
@el1421
@ljsbraceletb
@equalisource
@sfworldcc
@poetryizme4lyfe
@draculasspatula
@jimloftus4

Top Tweeters in G4:
@dichristine
@homegypsy
@freeandclear1
@redz041
@mijomojo1
@ap
@tenshiakari12
@darkmattersproj
@kujakupoet
@hanjangho76

Top Tweeters in G5:
@angelsscream
@geegeebythesea
@4evrstardancer
@britlovesquincy
@debraj112
@phoenixandmars
@musingsbyshe
@capeannsky
@af7qp
@ciiaqaplfraser

Top Tweeters in G6:
@marthalynneowe1
@moniselseward
@janecharlotte11
@wtf_imtooold
@inoru42
@fcukign
@tanookimario89
@daniellegembala
@koolasuchus
@amedawg18

Top Tweeters in G7:
@publicoutcrysy
@allan_crawshaw
@dawnroseturner
@terrilltf
@nursevictoria11
@tiredinor4now
@chirpydove
@aseedinthewind
@daveunger3
@chitkwesumanetu

Top Tweeters in G8:
@mcdonalds
@walmart
@cultiv8hope
@bostonglobe
@skynews
@kindlee55
@goodmenproject
@angelicfusion
@shirleyalexis
@jesusnarrowway

Top Tweeters in G9:
@janiecestaton
@auntsophie1
@jolantru
@mvgal92691
@ndngenuity
@rojorurba002
@mikie475
@bonnibk
@viksvintage
@cynthiamn5

Top Tweeters in G10:
@cnbsnana
@proglocommons
@unetomaterouge
@sallymoen2
@classicmp
@givengrace1986
@cindyceemerson
@deborahakizziah
@otmarballmann
@srzjwalters


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