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#IndianCountry Twitter NodeXL SNA Map and Report for tiistai, 04 tammikuuta 2022 at 13.43 UTC (experimental version)
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From:
mihkal
Uploaded on:
January 04, 2022
Short Description:
#IndianCountry via NodeXL https://bit.ly/3FTQmb9
@chuckhoskin_jr
@cherokeenation
@ncai1944
@indianaffairs
@nickcourtney91
@hudgov
@secfudge
@_illuminatives
@tulsaworld
@hill_starkey

Top hashtags:
#indiancountry
#indigenous
#everythingback
#nativeamerican

Description:
Description
The graph represents a network of 192 Twitter users whose recent tweets contained "#IndianCountry", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18 000 tweets. The network was obtained from Twitter on Tuesday, 04 January 2022 at 13:44 UTC.

The tweets in the network were tweeted over the 7-day, 2-hour, 28-minute period from Monday, 27 December 2021 at 20:00 UTC to Monday, 03 January 2022 at 22:28 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 Fruchterman-Reingold layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 192
Unique Edges : 289
Edges With Duplicates : 61
Total Edges : 350
Number of Edge Types : 5
Replies to : 4
Retweet : 181
MentionsInRetweet : 117
Mentions : 23
Tweet : 25
Self-Loops : 25
Reciprocated Vertex Pair Ratio : 0,00668896321070234
Reciprocated Edge Ratio : 0,0132890365448505
Connected Components : 12
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 136
Maximum Edges in a Connected Component : 287
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3,659407
Graph Density : 0,00820789703315881
Modularity : 0,644976
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 192 Twitter users whose recent tweets contained "#IndianCountry", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18 000 tweets. The network was obtained from Twitter on Tuesday, 04 January 2022 at 13:44 UTC.

The tweets in the network were tweeted over the 7-day, 2-hour, 28-minute period from Monday, 27 December 2021 at 20:00 UTC to Monday, 03 January 2022 at 22:28 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 Fruchterman-Reingold layout algorithm.
Graph Source : TwitterSearch
Graph Term : #IndianCountry
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 : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[37] https://www.ncai.org/about-ncai/internships-fellowships
[21] https://twitter.com/SecFudge/status/1476568295096651783
[19] https://twitter.com/CherokeeNation/status/1476782656734048277
[19] https://indigenousfutures.org/
[10] https://news.yahoo.com/idaho-sheriff-charged-pulling-gun-160000514.html?utm_content=buffera1a15&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[9] https://www.indian-affairs.org/donations.html?utm_content=bufferc4d50&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[6] https://www.washingtonpost.com/history/2021/12/31/wampanoag-tribe-interior-department-reservation-land/
[6] https://twitter.com/nickcourtney91/status/1476355940433772547
[6] https://listen.sdpb.org/arts-life/2021-12-17/lni-art-show-highlights-student-artists-and-attracts-interior-secretary-haaland-for-a-visit?utm_content=192152740&utm_medium=social&utm_source=twitter&hss_channel=tw-3002163385
[5] https://tulsaworld.com/news/state-and-regional/people-to-watch-sara-hill-hopes-for-acceptance-phase-of-mcgirt-for-oklahoma/article_b5b16862-5940-11ec-910b-f7acfe086f62.html?utm_medium=social&utm_source=twitter&utm_campaign=user-share

Top URLs in Tweet in G1:
[20] https://twitter.com/SecFudge/status/1476568295096651783
[19] https://twitter.com/CherokeeNation/status/1476782656734048277
[5] https://tulsaworld.com/news/state-and-regional/people-to-watch-sara-hill-hopes-for-acceptance-phase-of-mcgirt-for-oklahoma/article_b5b16862-5940-11ec-910b-f7acfe086f62.html?utm_medium=social&utm_source=twitter&utm_campaign=user-share
[3] https://tulsaworld.com/_services/v1/client_captcha/challenge?request=X2xiX3JhdGVfZm9yZWlnbjpMMjVsZDNNdmMzUmhkR1V0WVc1a0xYSmxaMmx2Ym1Gc0wzQmxiM0JzWlMxMGJ5MTNZWFJqYUMxellYSmhMV2hwYkd3dGFHOXdaWE10Wm05eUxXRmpZMlZ3ZEdGdVkyVXRjR2hoYzJVdGIyWXRiV05uYVhKMExXWnZjaTF2YTJ4aGFHOXRZUzloY25ScFkyeGxYMkkxWWpFMk9EWXlMVFU1TkRBdE1URmxZeTA1TVRCaUxXWTNZV05tWlRBNE5tWTJNaTVvZEcxczoxNjQxMzAzODA4OjB4NDQxOTg0M2U3YWY3OGY5MGQxMTRmN2RlMGY1MTFhYWYzM2Q4NmEzZQ
[2] https://tulsaworld.com/opinion/editorials/editorial-tribal-investments-in-health-care-should-boost-oklahomas-prospects/article_ec3a44dc-637a-11ec-9cab-b340b8eaa289.html?utm_medium=social&utm_source=twitter&utm_campaign=user-share
[2] https://www.ncai.org/about-ncai/internships-fellowships
[1] https://www.indian-affairs.org/donations.html?utm_content=buffer68a16&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G2:
[32] https://www.ncai.org/about-ncai/internships-fellowships
[1] https://twitter.com/KaylaWayla20/status/1477540906337144838

Top URLs in Tweet in G3:
[10] https://news.yahoo.com/idaho-sheriff-charged-pulling-gun-160000514.html?utm_content=buffera1a15&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[9] https://www.indian-affairs.org/donations.html?utm_content=bufferc4d50&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] https://www.marketplace.org/2021/12/20/new-lender-aims-to-boost-access-to-credit-for-native-farmers-ranchers/?utm_content=buffer4e749&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://www.indian-affairs.org/donations.html?utm_content=buffer68a16&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://www.mprnews.org/story/2021/12/22/as-covid-fueled-the-drug-crisis-native-americans-hit-worst?utm_content=bufferbfa89&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.boisestatepublicradio.org/news/2021-12-17/canada-will-set-aside-billions-to-compensate-indigenous-people-for-residential-school-harm?utm_content=buffer124ba&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://news.yahoo.com/idaho-sheriff-charged-pulling-gun-160000514.html
[1] https://www.ncai.org/about-ncai/internships-fellowships

Top URLs in Tweet in G4:
[6] https://twitter.com/nickcourtney91/status/1476355940433772547

Top URLs in Tweet in G5:
[19] https://indigenousfutures.org/
[2] https://www.ncai.org/about-ncai/internships-fellowships

Top URLs in Tweet in G6:
[6] https://www.washingtonpost.com/history/2021/12/31/wampanoag-tribe-interior-department-reservation-land/
[1] https://twitter.com/SecFudge/status/1476568295096651783

Top URLs in Tweet in G7:
[6] https://listen.sdpb.org/arts-life/2021-12-17/lni-art-show-highlights-student-artists-and-attracts-interior-secretary-haaland-for-a-visit?utm_content=192152740&utm_medium=social&utm_source=twitter&hss_channel=tw-3002163385

Top URLs in Tweet in G10:
[2] https://farmland.org/brighter-future

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[222] indiancountry
[36] indigenous
[30] everythingback
[25] nativeamerican
[21] houseamerica
[19] idil
[19] nativelanguages
[19] indigenousfuturessurvey
[13] native
[12] racist



Top Hashtags in Tweet in G1:
[52] indiancountry
[20] houseamerica
[19] idil
[19] nativelanguages
[2] healthcare
[2] cherokee
[2] muskogee
[1] newyear
[1] caresact
[1] taxbenefits

Top Hashtags in Tweet in G2:
[48] indiancountry

Top Hashtags in Tweet in G3:
[40] indiancountry
[32] indigenous
[29] everythingback
[25] nativeamerican
[12] racist
[12] timechange
[12] justice
[12] humanrightsback
[12] safetyback
[10] whitepriveledge

Top Hashtags in Tweet in G4:
[30] indiancountry
[8] nativetwitter
[2] throwbackthursday
[2] indigenous
[2] healthjustice
[2] native
[2] urbannative

Top Hashtags in Tweet in G5:
[21] indiancountry
[19] indigenousfuturessurvey

Top Hashtags in Tweet in G6:
[7] indiancountry
[6] wampanoag
[1] houseamerica

Top Hashtags in Tweet in G7:
[6] indiancountry
[6] lakota

Top Hashtags in Tweet in G8:
[2] indiancountry
[2] nativevote
[2] freeleonardpeltier

Top Hashtags in Tweet in G9:
[4] newyear
[4] indiancountry

Top Hashtags in Tweet in G10:
[2] bipoc
[2] women
[2] lgbtq
[2] farmers
[1] farmerfriday
[1] latinofarmers
[1] womeninag
[1] blackfarmers
[1] indiancountry
[1] asianfarmers

Top Words
Top Words in Tweet in Entire Graph:
[282] to
[222] #indiancountry
[203] for
[185] the
[152] and
[142] of
[132] in
[130] a
[120] amp
[119] your

Top Words in Tweet in G1:
[91] to
[68] of
[67] is
[59] for
[52] #indiancountry
[48] in
[47] cherokeenation
[41] and
[40] us
[40] its

Top Words in Tweet in G2:
[69] to
[59] ncai
[56] your
[56] apply
[53] the
[48] #indiancountry
[48] fellowship
[40] for
[39] we
[35] from

Top Words in Tweet in G3:
[42] amp
[40] #indiancountry
[37] for
[32] #indigenous
[29] #everythingback
[25] #nativeamerican
[19] the
[18] by
[18] a
[15] out

Top Words in Tweet in G4:
[45] and
[44] in
[38] 3
[38] amp
[38] t
[38] just
[30] #indiancountry
[26] of
[25] is
[25] list

Top Words in Tweet in G5:
[42] your
[40] to
[40] for
[38] amp
[21] #indiancountry
[21] the
[19] share
[19] perspectives
[19] experiences
[19] as

Top Words in Tweet in G6:
[20] to
[12] the
[8] of
[7] up
[7] #indiancountry
[6] great
[6] news
[6] wake
[6] #wampanoag
[6] win

Top Words in Tweet in G7:
[18] of
[18] in
[18] the
[12] from
[12] art
[6] hundreds
[6] students
[6] across
[6] #indiancountry
[6] are

Top Words in Tweet in G8:
[4] and
[2] whcos
[2] thank
[2] you
[2] potus
[2] remember
[2] #indiancountry
[2] goes
[2] through
[2] the

Top Words in Tweet in G9:
[16] and
[12] a
[12] to
[8] native
[8] rights
[4] with
[4] few
[4] hours
[4] left
[4] in

Top Words in Tweet in G10:
[2] icymi
[2] farmland
[2] is
[2] awarding
[2] 5k
[2] grants
[2] to
[2] #bipoc
[2] #women
[2] #lgbtq

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[53] for,#indiancountry
[42] proud,to
[42] of,us
[40] cherokeenation,is
[40] is,proud
[39] apply,now
[37] wilma,mankiller
[37] at,ncai
[34] from,across
[34] across,#indiancountry

Top Word Pairs in Tweet in G1:
[40] of,us
[39] cherokeenation,is
[39] is,proud
[39] proud,to
[20] homelessness,touches
[20] touches,each
[20] each,of
[20] us,so
[20] so,addressing
[20] addressing,it

Top Word Pairs in Tweet in G2:
[32] wilma,mankiller
[32] at,ncai
[32] apply,now
[24] apply,for
[24] for,ncai
[24] ncai,s
[24] s,wilma
[24] mankiller,fellowship
[24] fellowship,program
[24] program,this

Top Word Pairs in Tweet in G3:
[13] make,your
[13] your,voice
[13] voice,louder
[13] louder,for
[13] for,#indiancountry
[12] #racist,off
[12] off,duty
[12] duty,sheriff
[12] sheriff,pulls
[12] pulls,gun

Top Word Pairs in Tweet in G4:
[22] pop,culture
[22] specific,order
[22] list,of
[22] #indiancountry,highlights
[22] 2021,and
[19] thread,i
[19] i,ve
[19] ve,made
[19] made,a
[19] a,list

Top Word Pairs in Tweet in G5:
[19] share,your
[19] your,perspectives
[19] perspectives,amp
[19] amp,experiences
[19] experiences,as
[19] as,a
[19] a,native
[19] native,person
[19] person,help
[19] help,to

Top Word Pairs in Tweet in G6:
[6] great,news
[6] news,to
[6] to,wake
[6] wake,up
[6] up,to
[6] to,the
[6] the,#wampanoag
[6] #wampanoag,win
[6] win,the
[6] the,rights

Top Word Pairs in Tweet in G7:
[6] hundreds,of
[6] of,students
[6] students,from
[6] from,across
[6] across,#indiancountry
[6] #indiancountry,are
[6] are,showcasing
[6] showcasing,their
[6] their,abilities
[6] abilities,in

Top Word Pairs in Tweet in G8:
[2] whcos,thank
[2] thank,you
[2] you,potus
[2] potus,and
[2] and,remember
[2] remember,#indiancountry
[2] #indiancountry,goes
[2] goes,through
[2] through,the
[2] the,midterm

Top Word Pairs in Tweet in G9:
[4] with,a
[4] a,few
[4] few,hours
[4] hours,left
[4] left,in
[4] in,2021
[4] 2021,may
[4] may,you
[4] you,look
[4] look,forward

Top Word Pairs in Tweet in G10:
[2] icymi,farmland
[2] farmland,is
[2] is,awarding
[2] awarding,5k
[2] 5k,grants
[2] grants,to
[2] to,#bipoc
[2] #bipoc,#women
[2] #women,#lgbtq
[2] #lgbtq,#farmers

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@cherokeenation
@hudgov
@secfudge
@tulsaworld
@hill_starkey
@indianaffairs
@usda
@nativeagfund
@nickcourtney91
@ihsgov

Top Mentioned in G1:
@cherokeenation
@hudgov
@secfudge
@tulsaworld
@hill_starkey

Top Mentioned in G3:
@indianaffairs
@usda
@nativeagfund
@ihsgov
@brandivezina1

Top Mentioned in G4:
@nickcourtney91

Top Mentioned in G6:
@cherokeenation
@hudgov
@secfudge

Top Mentioned in G8:
@potus
@nobelpeaceoslo

Top Mentioned in G10:
@farmland

Top Tweeters
Top Tweeters in Entire Graph:
@kat4obama
@metaquest
@livegreenordie
@vaw511
@4evrstardancer
@bittereslachen
@eyemagistus
@hanjangho76
@ndngenuity
@byjenamiller

Top Tweeters in G1:
@kat4obama
@eyemagistus
@kimwillful
@johnreichardwes
@vickimo08056436
@bethpagegirl
@tulsaworld
@americancousin1
@mates_pospa12
@dijohnson15

Top Tweeters in G2:
@bittereslachen
@hanjangho76
@iblacksheep
@epidatageek
@doubledeelite7
@queenbasmin
@asharpecons
@sondracosgrove
@sondrawomen
@brotherleeluv

Top Tweeters in G3:
@livegreenordie
@ndngenuity
@byjenamiller
@manaskunt
@moehlert
@tmstrickl_tim
@herbwells7
@peyoterecords
@sotoskyros
@metemsis

Top Tweeters in G4:
@chargrille
@janeinak
@zealouslyquoted
@recordspeyote
@shejstaz
@resedajohn
@stephasplund
@bhmotta
@kirosauld
@sharensworld

Top Tweeters in G5:
@vaw511
@4evrstardancer
@jiminclwr
@chitkwesumanetu
@poetpooch
@retired_sd
@cajunmedicinem1
@burqueworldwide
@glmccarthylgbt
@nanavodou

Top Tweeters in G6:
@sarah_stierch
@cheferikas
@thehirisela
@hunnybunny4u1
@michael_34_18
@curiousdi

Top Tweeters in G7:
@metaquest
@cryptokathy
@hatchetfoot
@bdwlecteur
@maurazamir
@projnativehope

Top Tweeters in G8:
@showmeurimage
@bullwalksonfire
@nobelpeaceoslo
@whcos
@potus

Top Tweeters in G9:
@luksichito
@tripst3r
@soul_reyes
@ndnrights

Top Tweeters in G10:
@farmland
@farmlandca
@caitlin__joseph


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