NodeXL Graph Gallery: Interactive Graph


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

#nativeamerican OR #nativetwitter_2021-09-15_18-33-40.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:
September 16, 2021
Short Description:
#nativeamerican OR #nativetwitter via NodeXL https://bit.ly/3hCJ01s
@peyoterecords
@iwrising
@peyoteways
@am_just_sarah
@naturalmelva
@marylschmidt
@beauxbeautyblog
@indigenous_xyz
@mikebonemusic
@roknrob121

Top hashtags:
#nativeamerican
#nativetwitter
#indigenous

Description:
Description
The graph represents a network of 4,288 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, 16 September 2021 at 01:40 UTC.

The requested start date was Thursday, 16 September 2021 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, 7-hour, 53-minute period from Thursday, 02 September 2021 at 00:06 UTC to Wednesday, 15 September 2021 at 08:00 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 : 4288
Unique Edges : 1980
Edges With Duplicates : 10376
Total Edges : 12356
Number of Edge Types : 5
Retweet : 4362
MentionsInRetweet : 5144
Tweet : 1726
Replies to : 182
Mentions : 942
Self-Loops : 1889
Reciprocated Vertex Pair Ratio : 0.0084728249638355
Reciprocated Edge Ratio : 0.0168032786885246
Connected Components : 553
Single-Vertex Connected Components : 327
Maximum Vertices in a Connected Component : 3086
Maximum Edges in a Connected Component : 10477
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.24508
Graph Density : 0.000265467623394574
Modularity : 0.389242
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 4,288 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, 16 September 2021 at 01:40 UTC.

The requested start date was Thursday, 16 September 2021 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, 7-hour, 53-minute period from Thursday, 02 September 2021 at 00:06 UTC to Wednesday, 15 September 2021 at 08:00 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:
[75] https://mar73.redbubble.com/
[66] 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
[64] https://mybook.to/ForeverPhoenix
[57] http://radiohistoria.nositio.eu/
[54] https://mikebonemedia.com/audio
[52] https://mikebonemedia.com/
[44] 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
[39] 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_1630807898_7d4f29dce97969de6c96810cf42169b3&utm_term=0
[39] https://mybook.to/WintersRain
[30] https://www.youtube.com/watch?v=P4_NBA7LoSU&feature=youtu.be


Top URLs in Tweet in G1:
[1] https://twitter.com/jpovijua/status/1433643667424567304
[1] https://www.acf.hhs.gov/ecd/tribal-early-childhood-development#.YTqukJPoqlU.twitter

Top URLs in Tweet in G2:
[75] https://mar73.redbubble.com/
[61] https://mybook.to/ForeverPhoenix
[38] https://mybook.to/WintersRain
[27] https://www.amazon.com/Girl-Who-Loved-Cayo-Bradley/dp/1796751960/ref=tmm_pap_swatch_0?_encoding=UTF8&qid=1567631780&sr=1-1
[20] https://www.amazon.com/Her-Heart-Mary-Schmidt-ebook/dp/B09CP2C1LK/
[19] https://blazingowlpress.blogspot.com/2021/07/book-review-for-meet-me-in-maine-by.html
[19] https://www.amazon.com/Meet-Me-Maine-Book-Harbor-ebook/dp/B0972C155B/ref=sr_1_1?crid=3D4BVN3SYD2TD&dchild=1&keywords=meet+me+in+maine+susanne+leist&qid=1626735832&s=books&sprefix=meet+me+in+maine%2Caps%2C149&sr=1-1
[6] https://www.redbubble.com/i/mouse-pad/Turquoise-Pattern-Native-American-Style-by-mar73/51434187.G1FH6?asc=u
[6] http://redirect.booklinker.net/Proxy.ashx?TSID=5764&GR_URL=https%3A%2F%2Fwww.amazon.com%2FOctober-Winds-Raven-Ranch-Mysteries-ebook%2Fdp%2FB074512VNX&TRACK=6932
[6] https://amazon.com/dp/195155650X/

Top URLs in Tweet in G3:
[55] http://radiohistoria.nositio.eu/
[39] https://mikebonemedia.com/audio
[21] https://mikebonemedia.com/
[11] https://www.etsy.com/shop/FarRiderWest
[10] https://www.twitch.tv/the_krimson_king
[9] https://www.instagram.com/accounts/login/
[8] https://csfuqua.bandcamp.com/album/different-direction
[8] https://www.ebooklingo.com/book/603/degranon-a-science-fiction-adventure
[8] 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
[7] https://read.amazon.com/kp/embed?asin=B07J3V34K6&preview=newtab&linkCode=kpe&ref_=cm_sw_r_kb_dp_g.hkEbMMPZVE7

Top URLs in Tweet in G4:
[13] https://www.instagram.com/accounts/login/
[11] https://www.youtube.com/watch?v=P4_NBA7LoSU&feature=youtu.be

[7] https://www.youtube.com/watch?v=0yt_zQ7WBYE&feature=youtu.be

[7] https://www.youtube.com/watch?v=XTfYzzlweg0&feature=youtu.be

[5] https://www.youtube.com/watch?v=_Q4vxi6Hydg&feature=youtu.be

[4] https://www.youtube.com/watch?v=Ky26_fMJb4Y&feature=youtu.be

[3] https://www.youtube.com/watch?v=eVVVbQoj4ns&feature=youtu.be

[3] https://iuic.tv/
[3] https://www.amazon.com/gp/product/B07F2MK2N1
[2] https://phys.org/news/2021-09-evidence-idea-america-civilization-sophisticated.html

Top URLs in Tweet in G5:
[2] https://twitter.com/ThisisKaia/status/1432009399128641537
[2] https://www.gofundme.com/f/red-bear-bentons-medical-transportation-support?utm_campaign=p_cp+share-sheet&utm_medium=copy_link_all&utm_source=customer
[2] https://twitter.com/alexjacobs/status/1434044935146283010
[1] https://twitter.com/GiniwCollective/status/1435238451989946369
[1] https://twitter.com/variety/status/1433558023570542602
[1] https://twitter.com/dlajimodiere/status/1433939519569530884
[1] https://twitter.com/kimtallbear/status/1434908733918744581
[1] https://twitter.com/dannybaram/status/1434771117529391105
[1] https://twitter.com/amyklobuchar/status/1435775783201562636
[1] https://twitter.com/krqe/status/1437088033778634758

Top URLs in Tweet in G6:
[4] https://www.tiktok.com/@nativepathways
[2] https://actionnetwork.org/forms/sign-to-support-native-american-voting-rights?source=2019SWNativeAmericanVotingRights_VRA&referrer=group-voter-rights
[2] https://twitter.com/lakotalaw/status/1437778428430802949
[2] http://ncuih.org/MentalHealth
[2] https://collegefundconnect.peoplegrove.com/hub/collegefund/job/detail/native-governance-center-native-nation-rebuilders-program-1lsnm
[2] https://collegefundconnect.peoplegrove.com/hub/collegefund/job/detail/illuminative-director-pop-culturemedia-nkefv9
[2] https://www.ncuih.org/MentalHealth
[2] https://www.saigetraining.org/youthtrack2021
[2] http://nni.arizona.edu/grad-funding
[2] https://www.nbcnews.com/now/video/how-social-media-is-changing-the-conversation-about-missing-murdered-indigenous-women-119294021808

Top URLs in Tweet in G7:
[58] 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://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
[34] 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_1630807898_7d4f29dce97969de6c96810cf42169b3&utm_term=0
[18] 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
[15] https://www.etsy.com/shop/lovealaskadesign?awc=6220_1626927091_4a5e0bcd82086e12ecf82f4569cafdc1&source=aw&utm_source=affiliate_window&utm_medium=affiliate&utm_campaign=us_location_buyer&utm_content=449241
[11] https://twitter.com/beauxbeautyblog/status/1411154372772483072/photo/1
[4] https://www.awin1.com/cread.php?awinmid=6220&awinaffid=449241&clickref=&platform=sl&ued=https%3A%2F%2Fwww.etsy.com%2Fshop%2Flovealaskadesign
[3] https://www.pactribe.com/
[3] https://networks.h-net.org/node/16821/discussions/8080979/call-submissions-2nd-railroads-native-america-gathering-and
[1] https://twitter.com/VVFriedman/status/1437574813732769806

Top URLs in Tweet in G8:
[31] https://mikebonemedia.com/
[18] https://www.youtube.com/watch?v=cI_4QCQ22ZM&feature=youtu.be

[15] https://mikebonemedia.com/audio
[6] https://www.youtube.com/watch?v=xFzp7m8iDDA&feature=youtu.be

[3] https://www.instagram.com/accounts/login/
[3] https://www.youtube.com/watch?v=L8Btx_Ujmkk&feature=youtu.be

[3] https://www.twitch.tv/darionw13
[2] https://www.youtube.com/watch?v=ylEljFo0nfk&feature=youtu.be

[2] https://twitter.com/USInteriorPress/status/1435722791525945349
[1] https://mikebonemedia.com/track/2225096/go-native

Top URLs in Tweet in G9:
[2] https://www.washingtonhistory.org/exhibit/as-grandmother-taught-women-tradition-and-plateau-art/
[1] https://www.etsy.com/shop/lovealaskadesign?awc=6220_1624686727_213d3a51a551da9f34d4a75ee037a67c&source=aw&utm_source=affiliate_window&utm_medium=affiliate&utm_campaign=us_location_buyer&utm_content=449241
[1] https://www.etsy.com/shop/lovealaskadesign?awc=6220_1626927091_4a5e0bcd82086e12ecf82f4569cafdc1&source=aw&utm_source=affiliate_window&utm_medium=affiliate&utm_campaign=us_location_buyer&utm_content=449241
[1] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2FWECAN.Intl%2Fvideos%2F2026182447532090

Top URLs in Tweet in G10:
[3] 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
[2] 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
[1] 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_1630807898_7d4f29dce97969de6c96810cf42169b3&utm_term=0
[1] https://twitter.com/dgstillme/status/1433639474660089863
[1] https://twitter.com/macdaddycj/status/1429658670539759621

Top Domains
Top Domains in Tweet in Entire Graph:
[362] etsy.com
[278] youtube.com
[264] twitter.com
[117] mikebonemedia.com
[110] amazon.com
[109] mybook.to
[106] redbubble.com
[57] nositio.eu
[57] blogspot.com
[52] instagram.com

Top Domains in Tweet in G1:
[1] twitter.com
[1] hhs.gov

Top Domains in Tweet in G2:
[100] mybook.to
[88] redbubble.com
[77] amazon.com
[20] blogspot.com
[6] booklinker.net
[5] etsy.me
[3] barnesandnoble.com
[3] kobo.com
[1] etsy.com
[1] aivmi.org

Top Domains in Tweet in G3:
[73] etsy.com
[70] mikebonemedia.com
[63] youtube.com
[55] nositio.eu
[54] twitter.com
[14] bandcamp.com
[14] ebooklingo.com
[13] twitch.tv
[12] posh.mk
[10] redbubble.com

Top Domains in Tweet in G4:
[53] youtube.com
[52] twitter.com
[16] etsy.com
[14] instagram.com
[11] spotify.com
[9] amazon.com
[6] ebay.com
[6] tiktok.com
[4] redbubble.com
[3] cvsoci.al

Top Domains in Tweet in G5:
[23] twitter.com
[2] gofundme.com
[1] bbc.com

Top Domains in Tweet in G6:
[35] twitter.com
[6] peoplegrove.com
[5] ncuih.org
[5] tiktok.com
[3] indiancountrytoday.com
[3] youtube.com
[3] nbcnews.com
[2] actionnetwork.org
[2] npr.org
[2] tbnewswatch.com

Top Domains in Tweet in G7:
[160] etsy.com
[18] twitter.com
[4] awin1.com
[3] pactribe.com
[3] h-net.org
[2] paypal.com
[1] thecovid.site
[1] google.com
[1] amazon.com
[1] gofundme.com

Top Domains in Tweet in G8:
[47] mikebonemedia.com
[38] youtube.com
[6] twitter.com
[3] instagram.com
[3] twitch.tv
[2] teechip.com
[1] famok.org
[1] soundcloud.com
[1] nativechoctalk.com
[1] spotify.com

Top Domains in Tweet in G9:
[2] etsy.com
[2] washingtonhistory.org
[1] facebook.com

Top Domains in Tweet in G10:
[6] etsy.com
[2] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2353] nativeamerican
[1630] nativetwitter
[760] indigenous
[394] abortionishealthcare
[376] new
[223] native
[200] hispanic
[176] iuic
[169] reservationdogs
[162] africanamerican



Top Hashtags in Tweet in G1:
[375] nativetwitter
[372] abortionishealthcare
[371] indigenous
[5] abortion
[1] nativevote
[1] cripthevote
[1] earlyed

Top Hashtags in Tweet in G2:
[367] new
[187] nativeamerican
[106] ku
[75] designs
[73] abstract
[73] patternz
[73] music
[73] literature
[73] portraits
[33] romanticsuspense

Top Hashtags in Tweet in G3:
[465] nativeamerican
[304] nativetwitter
[103] indigenous
[84] native
[62] reservationdogs
[62] music
[33] americanindian
[33] support
[32] nativeamericans
[29] flute

Top Hashtags in Tweet in G4:
[335] nativeamerican
[104] nativetwitter
[46] indigenous
[40] hispanic
[35] iuic
[33] africanamerican
[33] israelite
[32] black
[32] latino
[29] twelvetribes

Top Hashtags in Tweet in G5:
[74] nativetwitter
[9] nativeamerican
[9] beadwork
[7] indigenous
[7] wearestillhere
[5] nativebeadwork
[4] gofundme
[4] reservationdogs
[4] nativefashion
[3] stopline3

Top Hashtags in Tweet in G6:
[100] nativeamerican
[75] nativetwitter
[40] thinkindian
[30] indigenous
[15] educationistheanswer
[13] hatecrime
[11] respect
[11] uspoetlaureate
[11] activist
[10] piety

Top Hashtags in Tweet in G7:
[163] nativetwitter
[141] beadwork
[124] firstnations
[120] nativemade
[110] buynative
[109] alaskanative
[88] statimc
[88] unangax
[78] aleut
[37] indigenoustipjar

Top Hashtags in Tweet in G8:
[86] reservationdogs
[62] nowstreaming
[46] nativeamerican
[45] worldwide
[44] nativetwitter
[42] indigenous
[27] newmusic
[27] itunes
[27] soundcloud
[27] spotify

Top Hashtags in Tweet in G9:
[87] hurricaneida
[85] nativeamerican
[18] nativetwitter
[6] mmiw
[6] mmiwg
[6] mmiwg2s
[6] missingperson
[6] truecrime
[6] instagramdown
[6] madclip

Top Hashtags in Tweet in G10:
[71] nativetwitter
[29] digitalart
[26] mordetwi
[26] mlp
[26] illustration
[26] artistontwitter
[20] mmir
[20] indiancountry
[12] supportnativebusiness
[9] native

Top Words
Top Words in Tweet in Entire Graph:
[2337] #nativeamerican
[1629] #nativetwitter
[900] life
[777] funding
[763] #indigenous
[686] native
[530] until
[510] more
[506] day
[497] 99

Top Words in Tweet in G1:
[742] funding
[376] iwrising
[375] #nativetwitter
[374] abortion
[372] #abortionishealthcare
[371] limited
[371] trying
[371] open
[371] #indigenous
[353] htt

Top Words in Tweet in G2:
[862] life
[488] 99
[488] aaron
[472] marylschmidt
[451] friend
[446] until
[435] old
[433] past
[426] taught
[426] wary

Top Words in Tweet in G3:
[465] #nativeamerican
[304] #nativetwitter
[160] native
[149] mikebonemusic
[145] good
[120] american
[106] #indigenous
[98] music
[94] #native
[88] pm

Top Words in Tweet in G4:
[334] #nativeamerican
[104] #nativetwitter
[65] native
[46] #indigenous
[43] american
[40] #hispanic
[38] video
[35] #iuic
[33] share
[33] iuic

Top Words in Tweet in G5:
[275] naturalmelva
[262] more
[181] nations
[180] communities
[180] see
[179] need
[179] fully
[179] vaxxed
[178] both
[178] navajo

Top Words in Tweet in G6:
[94] #nativeamerican
[75] #nativetwitter
[42] native
[40] #thinkindian
[36] more
[34] culture
[30] #indigenous
[30] learn
[29] am_just_sarah
[27] indigenous

Top Words in Tweet in G7:
[171] shop
[163] #nativetwitter
[141] #beadwork
[139] beauxbeautyblog
[135] please
[124] #firstnations
[124] check
[120] #nativemade
[114] available
[110] #buynative

Top Words in Tweet in G8:
[155] mikebonemusic
[86] #reservationdogs
[73] rezdogsfxonhulu
[65] dogs
[62] #nowstreaming
[55] reservation
[47] disney
[46] #nativeamerican
[45] hey
[45] world

Top Words in Tweet in G9:
[170] communities
[87] #hurricaneida
[86] hit
[85] several
[85] #nativeamerican
[85] hard
[85] one
[85] those
[84] nativeorganizer
[75] united_houma

Top Words in Tweet in G10:
[71] #nativetwitter
[56] loved
[42] someone
[42] cking
[39] pankdabbles
[29] #digitalart
[27] really
[26] use
[26] wish
[26] rn

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[432] 99,life
[432] life,taught
[432] taught,wary
[432] wary,until
[432] until,day
[432] day,old
[432] old,friend
[432] friend,past
[432] past,aaron
[432] aaron,came

Top Word Pairs in Tweet in G1:
[371] limited,funding
[371] funding,trying
[371] trying,open
[371] open,abortion
[371] abortion,funding
[371] funding,#abortionishealthcare
[371] #abortionishealthcare,#nativetwitter
[371] #nativetwitter,#indigenous
[370] iwrising,limited
[353] #indigenous,htt

Top Word Pairs in Tweet in G2:
[426] 99,life
[426] life,taught
[426] taught,wary
[426] wary,until
[426] until,day
[426] day,old
[426] old,friend
[426] friend,past
[426] past,aaron
[426] aaron,came

Top Word Pairs in Tweet in G3:
[115] native,american
[57] good,morning
[55] american,music
[55] until,12
[55] 12,pm
[55] pm,utc
[55] utc,good
[46] music,rádio
[46] rádio,histórias
[46] histórias,until

Top Word Pairs in Tweet in G4:
[33] video,iuic
[31] #africanamerican,#nativeamerican
[30] native,american
[30] iuic,san
[30] san,antonio
[29] #nativeamerican,#twelvetribes
[29] #twelvetribes,#northernkingdom
[29] #northernkingdom,#iuic
[29] #iuic,#southernkingdom
[29] #southernkingdom,#israelite

Top Word Pairs in Tweet in G5:
[179] fully,vaxxed
[178] both,navajo
[178] navajo,blackfoot
[178] blackfoot,nations
[178] nations,fully
[178] vaxxed,need
[178] need,see
[178] see,more
[178] more,media
[178] media,coverage

Top Word Pairs in Tweet in G6:
[36] #thinkindian,#nativeamerican
[25] learn,more
[16] pop,culture
[16] culture,media
[13] welfare,act
[12] black,elk
[12] apply,#thinkindian
[12] #nativeamerican,#educationistheanswer
[11] congrats,book
[11] book,joyharjo

Top Word Pairs in Tweet in G7:
[123] please,check
[95] free,shipping
[94] #alaskanative,#firstnations
[87] check,shop
[86] #statimc,#unangax
[83] shop,free
[81] available,shop
[79] shipping,#nativetwitter
[78] #nativemade,#buynative
[78] #buynative,#statimc

Top Word Pairs in Tweet in G8:
[60] #reservationdogs,#nowstreaming
[55] reservation,dogs
[45] hey,world
[45] world,reservation
[45] dogs,disney
[45] disney,rezdogsfxonhulu
[45] rezdogsfxonhulu,#reservationdogs
[45] #nowstreaming,#worldwide
[44] mikebonemusic,hey
[27] #itunes,#soundcloud

Top Word Pairs in Tweet in G9:
[85] several,#nativeamerican
[85] #nativeamerican,communities
[85] communities,hit
[85] hit,hard
[85] hard,#hurricaneida
[85] one,those
[85] those,communities
[84] nativeorganizer,several
[75] #hurricaneida,one
[75] communities,united_houma

Top Word Pairs in Tweet in G10:
[42] cking,loved
[28] loved,someone
[28] someone,cking
[26] really,use
[26] use,wish
[26] wish,rn
[26] rn,#mordetwi
[26] #mordetwi,#mlp
[26] #mlp,#digitalart
[26] #digitalart,#nativetwitter

Top Replied-To
Top Replied-To in Entire Graph:
@rezdogsfxonhulu
@brettachapman
@nativetatanka
@wirelesshogan
@yesfit1
@qchasinghorse
@kdeveryjacobs
@potus
@collegefund
@grid

Top Replied-To in G1:
@faircount

Top Replied-To in G2:
@johnnaescobar
@shuvashisdasbd
@fransicverso
@sariccomposer
@janices20571326

Top Replied-To in G3:
@rezdogsfxonhulu
@tinytaika
@d_k_lawhorn
@dsepdc
@joeygcartoonist
@okcmoa
@chitkwesumanetu
@tabbep
@umolv
@mikebonemusic

Top Replied-To in G4:
@archeonews1
@alyssabaileyak

Top Replied-To in G5:
@analydiamonaco
@icecube
@naturalmelva

Top Replied-To in G6:
@afrlscholars
@aihec
@grid
@collegefund
@lakotaman1
@brettachapman
@nicktilsen
@turtleislandna1
@megan_scribe
@okgazette

Top Replied-To in G7:
@yesfit1
@vvfriedman
@kitastew
@thatkevinsmith

Top Replied-To in G8:
@kdeveryjacobs
@agt
@rezdogsfxonhulu
@michaelrapaport
@iambearsun
@crystalechohawk
@mindykaling
@rottentomatoes
@illinoisstateu
@icedmqtcha

Top Replied-To in G9:
@dollsmagazine

Top Mentioned
Top Mentioned in Entire Graph:
@marylschmidt
@iwrising
@mikebonemusic
@naturalmelva
@beauxbeautyblog
@katiemettner
@rezdogsfxonhulu
@nativeorganizer
@ethanbearman
@mar73_designs

Top Mentioned in G1:
@iwrising
@indiancountry

Top Mentioned in G2:
@marylschmidt
@katiemettner
@mar73_designs
@susanneleist
@mainchannel_
@raymond_norman
@richard_cezar
@michaellross7
@ingrida11065959
@ninsthewriter

Top Mentioned in G3:
@mikebonemusic
@roknrob121
@rezdogsfxonhulu
@beauxbeautyblog
@jotinhajss
@taikawaititi
@poshmarkapp
@nicoa_aging
@youtube
@duanesimolke

Top Mentioned in G4:
@dandalora_bella
@keepitrealtea
@artbymarnie
@sel4nj
@juburkasaurus
@dr_danny_2011
@legalaidatwork

Top Mentioned in G5:
@naturalmelva
@ethanbearman
@briantylercohen
@dotcombaby947
@eb_aintnoway
@_ladylight
@chained_usagi
@emwilding
@tommieleevegas

Top Mentioned in G6:
@am_just_sarah
@native_scholars
@indianaffairs
@_illuminatives
@joyharjo
@sonimatowitko
@ncuih_official
@naturalmelva
@nativepathways
@picsbygb

Top Mentioned in G7:
@beauxbeautyblog
@antiracistsouth
@bvlbancha
@curinaction
@nytimes
@iwrising
@unm
@pandabbadon
@hyvee
@kwepiktolia

Top Mentioned in G8:
@mikebonemusic
@rezdogsfxonhulu
@roknrob121
@cancer_girl_val
@supamanhiphop
@taikawaititi
@fxnetworks
@najournalists
@aaja

Top Mentioned in G9:
@nativeorganizer
@united_houma
@beauxbeautyblog
@auntiemakawee
@spiritaligned
@bvlbancha
@iwrising
@disasterjustice
@waterworksnola

Top Mentioned in G10:
@pankdabbles
@odetomedusa
@beauxbeautyblog
@macdaddycj
@rockabillybabi
@aahasuwimiikwan
@atsenvdo
@elizabe56899121
@charmainexgw
@peacocktv

Top Tweeters
Top Tweeters in Entire Graph:
@paul_cude
@kayemenner
@marshawright
@streamerwall
@dichristine
@alhanda
@nblackthorne
@bridgittelesley
@streamer_boost
@raymond_norman

Top Tweeters in G1:
@rjber15
@phendricks71
@samhainnight
@jocowboys87
@24baseballreed
@freeandclear1
@timmorton2
@dazilmz
@datadivajf
@crazygirlcandie

Top Tweeters in G2:
@paul_cude
@kayemenner
@alhanda
@nblackthorne
@bridgittelesley
@raymond_norman
@judehaste_write
@claudosky
@susanneleist
@w_angels_wings

Top Tweeters in G3:
@rtsmallstreams
@capecodgiftshop
@sar_oso
@bob_stinson1234
@hoyelidenuncio
@stormyvnv
@karlyle_tomms
@jeanmichel228
@roknrob121
@tatijewelry

Top Tweeters in G4:
@keepitrealtea
@wbellauthor
@bonafidegospel
@el1421
@laurelworlds
@intuitivescribe
@equalisource
@sfworldcc
@upstractcom
@madlyodd

Top Tweeters in G5:
@thepoliticalcat
@teakinrj
@areck0001
@orangeorchards
@criticalanglez
@kaygirl8lawana
@mcassara143
@cubfan13241
@pda3olives
@thehawaiiguy

Top Tweeters in G6:
@reuters
@foxnews
@washingtonpost
@4evrstardancer
@abc
@cnn
@nettawitdahoops
@bbcworld
@nbcnews
@lilylive000lily

Top Tweeters in G7:
@sustaintrends
@knight201701
@indascorner
@nytimes
@mvgal92691
@lovenola4ever
@bfitzinar
@inoru42
@educ8tusall
@afronola

Top Tweeters in G8:
@streamerwall
@streamer_boost
@wwwanpaus
@aeroforceso
@stream_caster
@realdrcollision
@growurstream
@kaleidoscopet0
@time
@doyennesolace

Top Tweeters in G9:
@mijomojo1
@wtf_imtooold
@wittyhendrix
@cruellaisdevine
@jtkstc
@alstarkey
@shinyevonee
@nolabookfair
@louisianabernie
@heartgummi

Top Tweeters in G10:
@hallmarkchannel
@gdautoart
@vampirecherrie
@benderodrlguez
@huaisangie
@mpandainsilk
@tradishskinbyrd
@odetomedusa
@zhinxy_vs_media
@katharsisravyn