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#maori_2021-09-15_18-16-32.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
September 16, 2021
Short Description:
#maori via NodeXL https://bit.ly/3CeFAKa
@tukakimatt
@jacquiekidd1
@rpamatatau
@moanatribe
@kapai_tv
@karldotkiwi
@minhealthnz
@ktaiuru
@reomaori
@waateanews

Top hashtags:
#maori
#māori
#newzealand
#nzpol
#waateanews
#hewakaekenoa
#aotearoa
#covid19nz
#tereo
#mäori

Description:
Description
The graph represents a network of 421 Twitter users whose tweets in the requested range contained "#maori", 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 01:17 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, 5-hour, 40-minute period from Thursday, 02 September 2021 at 00:55 UTC to Wednesday, 15 September 2021 at 06:35 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 : 421
Unique Edges : 243
Edges With Duplicates : 491
Total Edges : 734
Number of Edge Types : 5
Tweet : 213
Mentions : 119
Retweet : 182
MentionsInRetweet : 208
Replies to : 12
Self-Loops : 222
Reciprocated Vertex Pair Ratio : 0.0198675496688742
Reciprocated Edge Ratio : 0.038961038961039
Connected Components : 152
Single-Vertex Connected Components : 100
Maximum Vertices in a Connected Component : 136
Maximum Edges in a Connected Component : 311
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 4.737692
Graph Density : 0.00174188440221694
Modularity : 0.486945
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 421 Twitter users whose tweets in the requested range contained "#maori", 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 01:17 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, 5-hour, 40-minute period from Thursday, 02 September 2021 at 00:55 UTC to Wednesday, 15 September 2021 at 06:35 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 : #maori
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:
[7] https://www.instagram.com/accounts/login/
[3] https://waateanews.com/2021/09/07/opinion-david-seymours-political-stunt-backfires-into-public-health-vandalism/
[3] https://www.theguardian.com/world/2021/sep/14/new-zealand-maori-party-launches-petition-to-change-countrys-name-to-aotearoa
[3] https://www.theguardian.com/world/2021/sep/14/give-lorde-a-break-non-maori-must-speak-maori-for-it-to-survive
[3] https://www.theguardian.com/world/2021/sep/01/unstoppable-movement-how-new-zealands-maori-are-reclaiming-land-with-occupations
[3] https://karawhiua.nz/where-to-get-vaccinated/
[2] https://waateanews.com/2021/09/13/opinion-responding-to-david-seymour/
[2] https://www.redbubble.com/i/sticker/Tribal-Honu-Hawaiian-Ocean-Color-by-TurkeysDesign/49244104.O9UDB
[2] https://waateanews.com/2021/09/14/dr-rawiri-taonui-covid-19-delta-outbreak-total-maori-cases-pass-pakeha/
[2] https://vaxx.nz/

Top URLs in Tweet in G1:
[4] https://www.instagram.com/accounts/login/
[2] https://www.theguardian.com/world/2021/sep/01/unstoppable-movement-how-new-zealands-maori-are-reclaiming-land-with-occupations
[2] https://tags.stigmabase.org/
[2] https://www.theguardian.com/world/2021/sep/14/give-lorde-a-break-non-maori-must-speak-maori-for-it-to-survive
[2] https://www.explore-new-zealand.com/mitai-maori-village.html
[2] https://www.theguardian.com/world/2021/sep/14/new-zealand-maori-party-launches-petition-to-change-countrys-name-to-aotearoa
[1] https://boardgamegeek.com/boardgame/40425/maori
[1] https://medium.com/the-full-blooded-kiwi/das-kiwitanga-a9013b2483b9?_branch_match_id=link-961871391741473466
[1] https://actionstation.org.nz/tautoko/hauora-detail?utm_source=actionstation&utm_medium=email&utm_campaign=blast2392&source=actionstation&bucket=blast2392
[1] https://www.rnz.co.nz/national/programmes/middayreport/audio/2018810583/govt-accepts-it-could-do-better-by-maori-in-pandemic-response

Top URLs in Tweet in G2:
[1] https://onlinelibrary.wiley.com/pb-assets/AJRHA_2021_SI_CFA_final-1629695342.pdf
[1] https://twitter.com/ByRakeshSimha/status/1434689565571223552

Top URLs in Tweet in G3:
[2] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2Fmatthew.tukaki
[2] https://www.facebook.com/matthew.tukaki/videos/372986301152456
[1] https://www.maorieverywhere.com/single-post/death-by-covid19-is-brutal-lonely-for-maori-we-cannot-repeat-history-this-is-why?fbclid=IwAR1sZS_Q0N7fChz9ZeGcNO3cY6Ae2YXcMOueacQRe-4bRes6uuTURpXrP3g
[1] https://www.facebook.com/matthew.tukakitalking
[1] https://www.facebook.com/watch/?v=1115263485669336&ref=sharing
[1] https://www.youtube.com/watch?v=KjH2-yV9Tc0&feature=youtu.be

[1] https://www.youtube.com/watch?v=iWvI72V2mS4&feature=youtu.be

[1] https://www.youtube.com/watch?v=tBUJdhDfo5s&feature=youtu.be


Top URLs in Tweet in G4:
[2] https://www.youtube.com/channel/UCWxoSTvEwEqjtZwXDHVSf8Q/playlists
[1] https://www.amazon.com.au/dp/B08KRR9WSF
[1] https://www.oratia.co.nz/product/he-iti-te-kupu-maori-metaphors-and-similes/
[1] http://librointernational.blogspot.com/2021/09/new-picture-book-honours-whanaus-love.html
[1] https://www.facebook.com/445079295657520/posts/2062567327242034/?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.facebook.com/445079295657520/posts/2062563793909054/?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.youtube.com/watch?v=HSSvLF-ReaE&feature=youtu.be

[1] https://www.youtube.com/channel/UCWxoSTvEwEqjtZwXDHVSf8Q

Top URLs in Tweet in G6:
[3] https://karawhiua.nz/where-to-get-vaccinated/
[1] https://healthierlives.co.nz/surprise-te-reo-maori-finding-in-prediabetes-research/
[1] https://healthierlives.co.nz/research/ol-or/
[1] https://www.rnz.co.nz/news/te-manu-korihi/450673/maori-covid-19-vaccination-rates-lag-due-to-access-and-availability-leaders-say
[1] https://www.linkedin.com/slink?code=gTKiSWuH
[1] https://www.linkedin.com/slink?code=gnQR7ucz
[1] https://www.nzherald.co.nz/nz/covid-19-coronavirus-delta-outbreak-nz-to-have-vaccine-passport-by-christmas/BWHHR6BDTFXWDXFQOLKCY7KKTI/

Top URLs in Tweet in G7:
[3] https://waateanews.com/2021/09/07/opinion-david-seymours-political-stunt-backfires-into-public-health-vandalism/
[2] https://waateanews.com/2021/09/13/opinion-responding-to-david-seymour/
[2] https://waateanews.com/2021/09/06/maori-at-risk-in-terror-attack-crackdown/?utm_source=dlvr.it&utm_medium=twitter
[2] https://waateanews.com/2021/09/07/nuku-wins-human-rights-and-nursing-award/
[2] https://waateanews.com/2021/09/09/rangatahi-voice-needed-for-next-stage-of-vaccine-uptake/
[2] https://waateanews.com/2021/09/14/dr-rawiri-taonui-covid-19-delta-outbreak-total-maori-cases-pass-pakeha/
[2] https://vaxx.nz/
[1] https://www.waateanews.com/waateanews/x_news/MjgyMjA/Ministry-of-Health-Media-Release---COVID-19-&-vaccination-update
[1] https://www.waateanews.com/waateanews/x_news/MjgyMjQ/Poisoned-timber-workers-still-fight-for-help
[1] https://www.waateanews.com/waateanews/x_news/MjgyMjU/Political-posturing-fails-to-move-Auditor-General

Top URLs in Tweet in G8:
[1] https://www.instagram.com/accounts/login/

Top URLs in Tweet in G10:
[1] https://twitter.com/TheWarRoomNZ/status/1433914950255202304?s=19

Top Domains
Top Domains in Tweet in Entire Graph:
[58] waateanews.com
[18] twitter.com
[15] youtube.com
[12] co.nz
[11] theguardian.com
[9] facebook.com
[7] instagram.com
[4] sparklever.se
[3] linkedin.com
[3] karawhiua.nz

Top Domains in Tweet in G1:
[12] twitter.com
[6] theguardian.com
[5] co.nz
[5] youtube.com
[4] instagram.com
[2] org.nz
[2] nyctastemakers.com
[2] stigmabase.org
[2] explore-new-zealand.com
[2] dw.com

Top Domains in Tweet in G2:
[1] wiley.com
[1] twitter.com

Top Domains in Tweet in G3:
[6] facebook.com
[3] youtube.com
[1] maorieverywhere.com

Top Domains in Tweet in G4:
[4] youtube.com
[2] facebook.com
[1] com.au
[1] co.nz
[1] blogspot.com

Top Domains in Tweet in G6:
[4] co.nz
[3] karawhiua.nz
[2] linkedin.com

Top Domains in Tweet in G7:
[58] waateanews.com
[2] vaxx.nz

Top Domains in Tweet in G8:
[1] instagram.com

Top Domains in Tweet in G10:
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[240] maori
[76] māori
[62] newzealand
[54] nzpol
[48] waateanews
[45] hewakaekenoa
[40] aotearoa
[30] covid19nz
[28] tereo
[26] mäori



Top Hashtags in Tweet in G1:
[72] maori
[32] māori
[28] newzealand
[18] aotearoa
[7] tereo
[7] maorilanguageweek
[6] lorde
[5] tewikiotereomāori
[4] nz
[4] indigenous

Top Hashtags in Tweet in G2:
[4] māori
[2] newzealand
[2] maori
[2] tribals
[2] poor
[2] ignored
[1] matepukupuku

Top Hashtags in Tweet in G3:
[14] maori
[7] covid19
[6] lorde
[5] aotearoa
[5] nz
[5] davidseymour
[4] news
[3] live
[3] politics
[2] māori

Top Hashtags in Tweet in G4:
[7] māori
[7] maori
[5] tereo
[3] tewikiotereomāori
[3] mäori
[3] guiding
[2] haka
[2] reomäori
[2] tereomatahiapo
[2] hewakaekenoa

Top Hashtags in Tweet in G5:
[15] furry
[15] shark
[15] maori
[15] firedance

Top Hashtags in Tweet in G6:
[5] research
[5] maori
[4] maorilanguageweek
[4] tereo
[2] māori
[2] mäori
[1] prediabetes
[1] diabetes
[1] bigdata
[1] tewikiotereomaori

Top Hashtags in Tweet in G7:
[57] maori
[46] nzpol
[46] waateanews
[43] hewakaekenoa
[28] covid19nz
[12] englishnews
[1] drivewithclaudette
[1] nz
[1] aotearoa

Top Hashtags in Tweet in G8:
[1] maori
[1] neverforget

Top Hashtags in Tweet in G9:
[1] ethnobotany
[1] mäori
[1] conservation
[1] conservationweek

Top Hashtags in Tweet in G10:
[1] nz
[1] muslim
[1] maori
[1] pakeha

Top Words
Top Words in Tweet in Entire Graph:
[240] #maori
[98] māori
[76] #māori
[61] ori
[57] #newzealand
[54] #nzpol
[51] reo
[46] #waateanews
[45] #hewakaekenoa
[45] maori

Top Words in Tweet in G1:
[72] #maori
[32] #māori
[27] #newzealand
[20] māori
[19] maori
[18] #aotearoa
[16] reo
[13] zealand
[11] language
[8] indigenous

Top Words in Tweet in G2:
[41] jacquiekidd1
[29] over
[28] whānau
[28] follow
[28] mahi
[28] rangahau
[28] know
[28] aim
[28] amplify
[28] voices

Top Words in Tweet in G3:
[14] #maori
[7] #covid19
[6] #lorde
[6] lorde
[5] songs
[5] translated
[5] celebrated
[5] john
[5] tamahere
[5] cultural

Top Words in Tweet in G4:
[14] ori
[13] reo
[11] māori
[8] today
[8] mä
[7] #māori
[7] oratiabooks
[7] koro
[7] #maori
[6] proverb

Top Words in Tweet in G5:
[15] big
[15] boy
[15] coming
[15] hot
[15] emmetterror
[15] still
[15] doing
[15] dance
[15] thing
[15] #furry

Top Words in Tweet in G6:
[6] ori
[5] #research
[5] #maori
[4] healthiernz
[4] #maorilanguageweek
[4] really
[4] worth
[4] highlighting
[4] important
[4] found

Top Words in Tweet in G7:
[57] #maori
[46] #nzpol
[44] #waateanews
[43] #hewakaekenoa
[28] #covid19nz
[22] covid
[19] health
[18] ministry
[18] release
[17] 19

Top Words in Tweet in G9:
[11] katarina
[11] tawiri
[11] kaitiaki
[11] guardian
[11] ethnobotanical
[11] plant
[11] collections
[11] work
[11] supports
[10] mwlr_nz

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[45] #maori,#hewakaekenoa
[43] #nzpol,#waateanews
[43] #waateanews,#maori
[29] mä,ori
[29] follow,mahi
[29] mahi,rangahau
[29] rangahau,know
[29] know,aim
[29] aim,amplify
[29] voices,over

Top Word Pairs in Tweet in G1:
[8] reo,māori
[6] wiki,reo
[5] mä,ori
[4] #maori,#newzealand
[4] #newzealand,#maori
[4] party,launches
[4] launches,petition
[3] #maori,#aotearoa
[3] #art,#maori
[3] kia,kaha

Top Word Pairs in Tweet in G2:
[28] follow,mahi
[28] mahi,rangahau
[28] rangahau,know
[28] know,aim
[28] aim,amplify
[28] voices,over
[28] over,everything
[28] everything,30
[28] 30,minute
[28] minute,film

Top Word Pairs in Tweet in G3:
[5] #lorde,songs
[5] songs,translated
[5] translated,celebrated
[5] celebrated,john
[5] john,tamahere
[5] tamahere,cultural
[5] cultural,appropriation
[5] appropriation,lorde
[5] lorde,next
[4] karldotkiwi,#lorde

Top Word Pairs in Tweet in G4:
[7] mä,ori
[4] language,moment
[4] moment,happening
[4] happening,12pm
[4] 12pm,tuesday
[4] tuesday,14
[4] 14,september
[4] september,home
[4] home,bubble
[4] kupu,māori

Top Word Pairs in Tweet in G5:
[15] big,boy
[15] boy,coming
[15] coming,hot
[15] hot,emmetterror
[15] emmetterror,still
[15] still,doing
[15] doing,dance
[15] dance,thing
[15] thing,#furry
[15] #furry,#shark

Top Word Pairs in Tweet in G6:
[4] #maorilanguageweek,really
[4] really,worth
[4] worth,highlighting
[4] highlighting,important
[4] important,#research
[4] #research,found
[4] found,people
[4] people,speak
[4] speak,#tereo
[4] mä,ori

Top Word Pairs in Tweet in G7:
[43] #nzpol,#waateanews
[43] #waateanews,#maori
[43] #maori,#hewakaekenoa
[28] #hewakaekenoa,#covid19nz
[17] covid,19
[15] ministry,health
[15] health,media
[15] media,release
[12] #englishnews,#maori
[8] release,covid

Top Word Pairs in Tweet in G9:
[11] katarina,tawiri
[11] tawiri,kaitiaki
[11] kaitiaki,guardian
[11] guardian,ethnobotanical
[11] ethnobotanical,plant
[11] plant,collections
[11] collections,work
[11] work,supports
[10] mwlr_nz,katarina
[9] supports,mātauranga

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@jacquiekidd1
@emmetterror
@cvictorrosso
@waateanews
@dawnroseturner
@mwlr_nz
@tukakimatt
@awa_1
@oratiabooks
@lorde

Top Mentioned in G1:
@newszonetv
@the_bigq

Top Mentioned in G2:
@jacquiekidd1

Top Mentioned in G3:
@tukakimatt
@karldotkiwi
@moanatribe
@labourmaorinz
@poutepou
@youtube
@nzstuff
@waateanews
@peenihenare
@teao_official

Top Mentioned in G4:
@oratiabooks
@reomaori
@nzinuk
@tukakimatt
@grahamoliver8
@mihi_forbes
@hampton_prep
@mumaurbanmaori
@iang_fc

Top Mentioned in G5:
@emmetterror
@cvictorrosso

Top Mentioned in G6:
@healthiernz
@otago
@ktaiuru
@minhealthnz
@vhin_network
@andreamteng
@stats_nz
@kayemareedunn

Top Mentioned in G7:
@waateanews
@citizenbomber

Top Mentioned in G8:
@nzkoz
@dankando
@jonathangunson
@taikawaititi
@maori_party
@toimaori
@maori
@profedwardsnz
@hellohannahm
@allblacks

Top Mentioned in G9:
@mwlr_nz

Top Mentioned in G10:
@kawanatanga1
@fadhilall
@steveev06141884
@abusednz
@nzpcommissioner
@numa_nz
@ikon_media
@ihorangi3
@tukakimatt

Top Tweeters
Top Tweeters in Entire Graph:
@zazoomblog
@chidambara09
@cipherequality
@stigmabase
@reuters
@guardian
@mrproverbe
@dawnroseturner
@mokomokai
@terpsichore_los

Top Tweeters in G1:
@zazoomblog
@stigmabase
@mokomokai
@klixba
@hddoger
@ferozwala
@haidaprincess
@allanrob9
@ga_richardson
@alasdair91

Top Tweeters in G2:
@margymaclibrary
@kimtairi
@7_clare
@ranginui
@eidinnishe
@ednz
@ginnybraun
@beddoee
@taramcallister4
@franhazid

Top Tweeters in G3:
@nzstuff
@nannysaysnah
@melulater
@jennykaynz
@lswalts
@rpamatatau
@josephafarrell
@realdnewsmag
@poutepou
@boz23

Top Tweeters in G4:
@leashless
@iang_fc
@mihi_forbes
@hamptonschool
@kiwiinbarnes
@kapai_tv
@reomaori
@alezec
@phanewzealand
@deeemks

Top Tweeters in G5:
@burningyarah
@im200percentrad
@shasta_drake
@raythesnivy
@cvictorrosso
@kinokumaaa
@emmetterror
@starman325
@koopa_mc
@rukabuk

Top Tweeters in G6:
@chidambara09
@gringene_bio
@sammasamadhi
@thatmaorigirl
@otago
@physiodean
@stats_nz
@ktaiuru
@minhealthnz
@healthiernz

Top Tweeters in G7:
@arrestjk
@citizenbomber
@essigna
@waateanews
@kloppenmum
@leacowley
@smthng_wckd
@aleeyne
@virago1
@cooper1lin

Top Tweeters in G8:
@nzkoz
@jonathangunson
@allblacks
@maori
@hellohannahm
@profedwardsnz
@taikawaititi
@maori_party
@toimaori
@dankando

Top Tweeters in G9:
@timcurran8
@mc_stanley1
@janbebbington
@exploringcolour
@nzecology
@jacquelinebeggs
@oliviavergara18
@mwlr_nz
@tititipounamu
@nigel_cowburn

Top Tweeters in G10:
@thewarroomnz
@kawanatanga1
@abusednz
@johnhur44625225
@numa_nz
@ikon_media
@nzpcommissioner
@steveev06141884
@fadhilall
@ihorangi3


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