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nzbusiness Twitter NodeXL SNA Map and Report for Thursday, 30 April 2020 at 23:02 UTC (experimental version)
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From:
Smartkiwi
Uploaded on:
April 30, 2020
Short Description:
nzbusiness via NodeXL https://bit.ly/3f9bpJN
@sandybeachesakl
@nzbusiness
@killabar
@jokiwi55
@lheurope
@mathildeadjutor
@alexprenter
@nzprocom
@flexitimeteam
@angelassn

Top hashtags:
#nzbusiness
#newzealand
#covid19
#productivity
#resilient
#nzcustoms

Description:
Description
The graph represents a network of 73 Twitter users whose recent tweets contained "nzbusiness", 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 Thursday, 30 April 2020 at 23:02 UTC.

The tweets in the network were tweeted over the 7-day, 0-hour, 54-minute period from Thursday, 23 April 2020 at 02:42 UTC to Thursday, 30 April 2020 at 03:36 UTC.

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 : 73
Unique Edges : 116
Edges With Duplicates : 32
Total Edges : 148
Number of Edge Types : 5
Retweet : 15
Tweet : 22
MentionsInRetweet : 34
Mentions : 68
Replies to : 9
Self-Loops : 22
Reciprocated Vertex Pair Ratio : 0.00892857142857143
Reciprocated Edge Ratio : 0.0176991150442478
Connected Components : 18
Single-Vertex Connected Components : 7
Maximum Vertices in a Connected Component : 36
Maximum Edges in a Connected Component : 96
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.091743
Graph Density : 0.0214992389649924
Modularity : 0.552068
NodeXL Version : 1.0.1.432
Graph Gallery URL : https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=225901
Data Import : The graph represents a network of 73 Twitter users whose recent tweets contained "nzbusiness", 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 Thursday, 30 April 2020 at 23:02 UTC.

The tweets in the network were tweeted over the 7-day, 0-hour, 54-minute period from Thursday, 23 April 2020 at 02:42 UTC to Thursday, 30 April 2020 at 03:36 UTC.

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 : TwitterSearch
Graph Term : nzbusiness
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:
[2] https://nzbusiness.co.nz/news-items/bookkeepers-get-behind-sme-recovery
[2] https://nzbusiness.co.nz/article/blowing-whistle-workplace-bullying
[2] https://nzbusiness.co.nz/article/how-deal-bullying-your-workplace
[1] https://hbr.org/2020/04/which-countries-were-and-werent-ready-for-remote-work
[1] https://go.cdp.co.nz/l/72452/2020-04-29/8hkx9d/54439
[1] https://www.linkedin.com/slink?code=gZWYsQB
[1] https://www.linkedin.com/slink?code=gTP3wP3
[1] https://easyfreight.co.nz/blog/air-cargo-analysis-april-2020/
[1] https://mailchi.mp/easyfreight/avoid-these-fake-import-charges
[1] https://easyfreight.co.nz/blog/cargo-insurance-the-shocking-truth-for-importers-exporters/

Top URLs in Tweet in G2:
[1] https://bellahelps.com/

Top URLs in Tweet in G3:
[1] https://www.lighthouseeurope.com/webinar-nz-eu-response-covid

Top URLs in Tweet in G4:
[2] https://nzbusiness.co.nz/article/blowing-whistle-workplace-bullying
[2] https://nzbusiness.co.nz/article/how-deal-bullying-your-workplace
[1] https://www.instagram.com/p/B_V3zoMpMyV/?igshid=1b0h351jgkt7k
[1] https://builderscrack.co.nz/covid
[1] https://easyfreight.co.nz/blog/air-cargo-analysis-april-2020/
[1] https://easyfreight.co.nz/blog/cargo-insurance-the-shocking-truth-for-importers-exporters/
[1] https://mailchi.mp/easyfreight/avoid-these-fake-import-charges
[1] https://www.linkedin.com/slink?code=gZWYsQB
[1] https://www.linkedin.com/slink?code=gTP3wP3

Top URLs in Tweet in G5:
[1] https://www.interest.co.nz/business/104760/productivity-commissions-sally-garden-says-input-all-kiwis-needed-help-push-out
[1] https://www.productivity.govt.nz/news/helping-kiwi-firms-reach-the-productivity-frontier-call-for-submissions/

Top URLs in Tweet in G6:
[2] https://nzbusiness.co.nz/news-items/bookkeepers-get-behind-sme-recovery

Top URLs in Tweet in G7:
[1] https://okt.to/nDupoz
[1] https://adrenalin.co.nz/store/nzbusiness
[1] https://nzbusiness.co.nz/article/editor-21
[1] https://okt.to/SQvN7k

Top URLs in Tweet in G8:
[1] https://hbr.org/2020/04/which-countries-were-and-werent-ready-for-remote-work

Top URLs in Tweet in G9:
[1] https://go.cdp.co.nz/l/72452/2020-04-29/8hkx9d/54439

Top Domains
Top Domains in Tweet in Entire Graph:
[13] co.nz
[2] linkedin.com
[2] okt.to
[1] hbr.org
[1] mailchi.mp
[1] bellahelps.com
[1] lighthouseeurope.com
[1] govt.nz
[1] twitter.com
[1] instagram.com

Top Domains in Tweet in G2:
[1] bellahelps.com

Top Domains in Tweet in G3:
[1] lighthouseeurope.com

Top Domains in Tweet in G4:
[7] co.nz
[2] linkedin.com
[1] instagram.com
[1] mailchi.mp

Top Domains in Tweet in G5:
[1] co.nz
[1] govt.nz

Top Domains in Tweet in G6:
[2] co.nz

Top Domains in Tweet in G7:
[2] okt.to
[2] co.nz

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

Top Domains in Tweet in G9:
[1] co.nz

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[21] nzbusiness
[8] newzealand
[6] covid19
[5] productivity
[3] resilient
[3] nzcustoms
[3] nzentrepreneur
[3] nzsmallbusiness
[3] auckland
[3] akl



Top Hashtags in Tweet in G1:
[1] 2ticksblue

Top Hashtags in Tweet in G2:
[1] covid19
[1] nzbusiness

Top Hashtags in Tweet in G4:
[10] nzbusiness
[6] newzealand
[3] workplace
[3] bullying
[3] womeninbusiness
[3] companyofwomen
[3] forprofitforgood
[3] femalesuccess
[3] champion
[3] women

Top Hashtags in Tweet in G5:
[5] productivity
[2] nzbusiness
[2] topfirms
[1] covid19
[1] economicgrowth
[1] māoribusiness

Top Hashtags in Tweet in G6:
[1] tradiesspecialist
[1] nzbusiness
[1] businesscontinuity

Top Hashtags in Tweet in G7:
[2] data
[2] apps
[2] dataprotection
[2] cloudbackup
[2] datastorage
[2] draas

Top Hashtags in Tweet in G8:
[3] resilient
[1] nzbusiness
[1] digitaltransformation
[1] remotework

Top Hashtags in Tweet in G9:
[1] cloud
[1] analytics
[1] nzbusiness

Top Hashtags in Tweet in G10:
[2] covid19
[2] kapiti
[2] newzealand
[2] inthistogether
[2] businesssupport
[2] nzbusiness
[1] covid19nz
[1] covid19support
[1] communitypartnerships
[1] level3

Top Words
Top Words in Tweet in Entire Graph:
[75] Words in Sentiment List#1: Positive
[30] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[1414] Non-categorized Words
[1519] Total Words
[32] #nzbusiness
[12] bella
[11] #covid19
[11] nzbusiness
[10] kiwi

Top Words in Tweet in G1:
[7] nzbusiness
[7] nz_global
[5] dpfdpf
[4] audreynzh
[4] rbnnz
[3] redbaiternz
[3] nzstuff
[3] newstalkzb
[3] katehawkesby
[3] nznationalparty

Top Words in Tweet in G2:
[12] bella
[6] tough
[6] time
[6] many
[6] kiwi
[6] startups
[6] turned
[6] executive
[6] director
[6] angelassn

Top Words in Tweet in G3:
[3] nzte
[3] euinnz
[3] nzinbelgium
[3] world's
[3] largest
[3] trading
[3] bloc
[3] europe
[3] critical
[3] global

Top Words in Tweet in G4:
[10] #nzbusiness
[6] #newzealand
[4] read
[3] #workplace
[3] #bullying
[3] #womeninbusiness
[3] #companyofwomen
[3] #forprofitforgood
[3] #femalesuccess
[3] #champion

Top Words in Tweet in G5:
[5] #productivity
[5] #nzbusiness
[5] #topfirms
[4] barriers
[4] opportunities
[4] kiwi
[4] firms
[4] face
[4] improving
[4] commission

Top Words in Tweet in G6:
[2] bookkeepers
[2] recovery

Top Words in Tweet in G7:
[4] amp
[3] find
[2] placing
[2] crucial
[2] #data
[2] #apps
[2] cloud
[2] wisest
[2] move
[2] keep

Top Words in Tweet in G8:
[4] between
[4] #resilient
[2] comes
[2] being
[2] prepared
[2] remote
[2] work
[2] divide
[2] fragile
[2] #nzbusiness

Top Words in Tweet in G9:
[2] cdp
[2] working
[2] number
[2] large
[2] zealand
[2] customers
[2] implement
[2] cloud
[2] based
[2] analytics

Top Words in Tweet in G10:
[2] kapiti
[2] business
[2] owners
[2] community
[2] meeting
[2] #covid19
[2] #kapiti
[2] #newzealand
[2] #inthistogether
[2] #businesssupport

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[8] #covid19,#nzbusiness
[7] executive,director
[6] tough,time
[6] time,many
[6] many,kiwi
[6] kiwi,startups
[6] startups,bella
[6] bella,turned
[6] turned,executive
[6] director,angelassn

Top Word Pairs in Tweet in G1:
[5] nzbusiness,nz_global
[3] redbaiternz,nzstuff
[3] nzstuff,newstalkzb
[3] newstalkzb,katehawkesby
[3] katehawkesby,nznationalparty
[3] nznationalparty,audreynzh
[3] audreynzh,tovaobrien
[3] tovaobrien,skynewsaust
[3] skynewsaust,smh
[3] smh,dbseymour

Top Word Pairs in Tweet in G2:
[6] tough,time
[6] time,many
[6] many,kiwi
[6] kiwi,startups
[6] startups,bella
[6] bella,turned
[6] turned,executive
[6] executive,director
[6] director,angelassn
[6] angelassn,susereynolds

Top Word Pairs in Tweet in G3:
[3] nzte,euinnz
[3] euinnz,nzinbelgium
[3] nzinbelgium,world's
[3] world's,largest
[3] largest,trading
[3] trading,bloc
[3] bloc,europe
[3] europe,critical
[3] critical,global
[3] global,economic

Top Word Pairs in Tweet in G4:
[3] #workplace,#bullying
[3] #womeninbusiness,#companyofwomen
[3] #companyofwomen,#forprofitforgood
[3] #forprofitforgood,#femalesuccess
[3] #femalesuccess,#nzbusiness
[3] #nzbusiness,#newzealand
[3] #newzealand,#champion
[3] read,rest
[3] rest,#nzcustoms
[3] #nzcustoms,#nzbusiness

Top Word Pairs in Tweet in G5:
[4] barriers,opportunities
[4] opportunities,kiwi
[4] kiwi,firms
[4] firms,face
[4] face,improving
[4] improving,#productivity
[4] #productivity,commission
[4] commission,today
[4] today,released
[4] released,issues

Top Word Pairs in Tweet in G7:
[2] placing,crucial
[2] crucial,#data
[2] #data,amp
[2] amp,#apps
[2] #apps,cloud
[2] cloud,wisest
[2] wisest,move
[2] keep,safe
[2] safe,amp
[2] amp,secure

Top Word Pairs in Tweet in G8:
[2] comes,being
[2] being,prepared
[2] prepared,remote
[2] remote,work
[2] work,divide
[2] divide,between
[2] between,between
[2] between,#resilient
[2] #resilient,fragile
[2] fragile,#nzbusiness

Top Word Pairs in Tweet in G9:
[2] cdp,working
[2] working,number
[2] number,large
[2] large,zealand
[2] zealand,customers
[2] customers,implement
[2] implement,cloud
[2] cloud,based
[2] based,analytics
[2] analytics,platforms

Top Word Pairs in Tweet in G10:
[2] kapiti,business
[2] business,owners
[2] owners,community
[2] community,meeting
[2] meeting,#covid19
[2] #covid19,#kapiti
[2] #kapiti,#newzealand
[2] #newzealand,#inthistogether
[2] #inthistogether,#businesssupport
[2] #businesssupport,#nzbusiness

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@nzbusiness
@nz_global
@angelassn
@susereynolds
@dpfdpf
@audreynzh
@rbnnz
@nzstuff
@newstalkzb
@katehawkesby

Top Mentioned in G1:
@nz_global
@nzbusiness
@dpfdpf
@audreynzh
@rbnnz
@nzstuff
@newstalkzb
@katehawkesby
@nznationalparty
@tovaobrien

Top Mentioned in G2:
@angelassn
@susereynolds

Top Mentioned in G3:
@euinnz
@nzinbelgium
@nzbusiness

Top Mentioned in G6:
@ontrackbooks
@kimhamillyoa
@nzbookkeepers

Top Mentioned in G7:
@nzbusinessmag

Top Tweeters
Top Tweeters in Entire Graph:
@nzstuff
@9newsaus
@skynewsaust
@newstalkzb
@smh
@harassnomore
@sandybeachesakl
@greentechdon
@thenbr
@marydsoco

Top Tweeters in G1:
@nzstuff
@9newsaus
@skynewsaust
@newstalkzb
@smh
@sandybeachesakl
@thenbr
@marydsoco
@redbaiternz
@nzstuffpolitics

Top Tweeters in G2:
@mr_madness
@ljbagshaw
@angelassn
@techweeknz
@soulmachines
@susereynolds
@nitinbhandari_

Top Tweeters in G3:
@euinnz
@nzinbelgium
@nzte
@nzbusiness
@lheurope
@mathildeadjutor
@alexprenter

Top Tweeters in G4:
@harassnomore
@gofi8ure
@builderscracknz
@trademejobs
@coofwomen
@easyfreightnz
@goodwinternz

Top Tweeters in G5:
@nz_sbc
@msilosr
@nzprocom
@dave_heatley

Top Tweeters in G6:
@nzbookkeepers
@ontrackbooks
@flexitimeteam
@kimhamillyoa

Top Tweeters in G7:
@storagecraft
@nzbusinessmag
@edelmeade1

Top Tweeters in G8:
@interactionsinc
@solnetsolutions

Top Tweeters in G9:
@greentechdon
@cdp_group

Top Tweeters in G10:
@glenolsen
@businesssuppnz


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