datajournalism, Twitter, 12/5/2022 11:03:10 PM, 285590


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datajournalism_2022-12-05_10-00-01.xlsx
datajournalism_2022-12-05_10-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 05, 2022
Short Description:
datajournalism via NodeXL https://bit.ly/3VrwOm5
@datajournalism
@esdatasketch
@njuguna_phanuel
@glenkcampbell
@kamtchang1
@gijn
@l_a_kelly
@sbsdataj
@this0499154500
@laneth8eth

Top hashtags:
#datajournalism
#ddj
#data
#dataviz
#마부뉴스
#bigdata
#아파트
#journalism

Description:
Description
The graph represents a network of 434 Twitter users whose tweets in the requested range contained "datajournalism", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 05 December 2022 at 18:00 UTC.

The requested start date was Monday, 05 December 2022 at 01:01 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, 14-hour, 42-minute period from Monday, 21 November 2022 at 07:10 UTC to Sunday, 04 December 2022 at 21:53 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 : 434
Unique Edges : 322
Edges With Duplicates : 664
Total Edges : 986
Number of Edge Types : 5
Replies to : 27
Mentions : 266
Retweet : 252
MentionsInRetweet : 363
Tweet : 78
Self-Loops : 81
Reciprocated Vertex Pair Ratio : 0.0590551181102362
Reciprocated Edge Ratio : 0.111524163568773
Connected Components : 60
Single-Vertex Connected Components : 24
Maximum Vertices in a Connected Component : 208
Maximum Edges in a Connected Component : 596
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.925032
Graph Density : 0.00286288992241462
Modularity : 0.451182
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 434 Twitter users whose tweets in the requested range contained "datajournalism", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 05 December 2022 at 18:00 UTC.

The requested start date was Monday, 05 December 2022 at 01:01 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, 14-hour, 42-minute period from Monday, 21 November 2022 at 07:10 UTC to Sunday, 04 December 2022 at 21:53 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 : datajournalism
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:
[47] https://stibee.com/api/v1.0/emails/share/dO0DYMXcnfCRj1EbY0pw559fwg6DiA4=
[21] https://datajournalism.com/survey/2022/
[9] https://premium.sbs.co.kr/article/TKRutgVfKa
[5] https://ladatacuenta.com/2022/11/22/in-a-gender-world-cup-latin-american-countries-will-not-reach-the-final-why/
[5] https://twitter.com/datajournalism/status/1594681367501197316
[3] https://twitter.com/datajournalism/status/1597592689163534336
[3] https://twitter.com/datajournalism/status/1592490819755593728
[3] https://www.journaliststoolbox.org/2022/07/29/online_journalism/
[3] https://newsera2020.eu/events/newsera-enjoi-data-journalism-and-misinformation/
[3] https://app.addevent.com:443/dir/link/evt/aiiddgdow

Top URLs in Tweet in G1:
[9] https://datajournalism.com/survey/2022/
[4] https://twitter.com/datajournalism/status/1594681367501197316
[3] https://mailchi.mp/hackshackers/take-the-state-of-data-journalism-survey
[3] https://app.addevent.com:443/dir/link/evt/aiiddgdow
[2] https://datajournalismcom.s3-eu-central-1.amazonaws.com/handbooks/The-Data-Journalism-Handbook-2-JP.pdf
[2] https://twitter.com/datajournalism/status/1594683733868793858
[1] https://twitter.com/i/web/status/1597203010392068096
[1] https://twitter.com/i/web/status/1598310623938580482
[1] https://twitter.com/i/web/status/1598665148767428608
[1] https://flokinet.is/ejc.php

Top URLs in Tweet in G2:
[47] https://stibee.com/api/v1.0/emails/share/dO0DYMXcnfCRj1EbY0pw559fwg6DiA4=
[9] https://premium.sbs.co.kr/article/TKRutgVfKa
[1] https://twitter.com/i/web/status/1598495976112926720
[1] https://twitter.com/i/web/status/1598158376642674689
[1] https://twitter.com/i/web/status/1598158557308129280
[1] https://twitter.com/i/web/status/1598495679911198720

Top URLs in Tweet in G3:
[7] https://datajournalism.com/survey/2022/
[3] https://www.journaliststoolbox.org/2022/07/29/online_journalism/
[2] https://twitter.com/datajournalism/status/1597592689163534336
[2] https://twitter.com/datajournalism/status/1595051498014183424
[1] https://gijn.org/2022/12/02/data-journalism-top-10/
[1] https://datajournalism.com/read/longreads/newsrooms-personal-information-policy
[1] https://twitter.com/i/web/status/1583427330789191680
[1] https://twitter.com/datajournalism/status/1598310623938580482
[1] https://twitter.com/datajournalism/status/1594681367501197316
[1] https://twitter.com/datajournalism/status/1594981789147226114

Top URLs in Tweet in G4:
[2] https://datajournalism.com/survey/2022/
[1] https://twitter.com/datajournalism/status/1594610234529660934
[1] https://newsera2020.eu/events/newsera-enjoi-data-journalism-and-misinformation/
[1] https://twitter.com/Ibercivis/status/1594624921883353089
[1] https://datajournalism.com/
[1] https://datajournalism.com/read/newsletters/saving-data-journalism
[1] https://tweetedtimes.com/topic.process
[1] https://twitter.com/datajournalism/status/1592490819755593728
[1] https://ml-concepts.com
[1] https://www.pbs.org/wgbh/frontline/interactive/ap-russia-war-crimes-ukraine/

Top URLs in Tweet in G5:
[2] https://newsera2020.eu/events/newsera-enjoi-data-journalism-and-misinformation/
[1] https://www.youtube.com/@newseraeu/streams

Top URLs in Tweet in G6:
[5] https://ladatacuenta.com/2022/11/22/in-a-gender-world-cup-latin-american-countries-will-not-reach-the-final-why/
[1] https://twitter.com/i/web/status/1597275097827627012
[1] https://twitter.com/i/web/status/1597275100675543040
[1] https://twitter.com/i/web/status/1597275102214848512
[1] https://twitter.com/i/web/status/1597275103804497922
[1] https://twitter.com/i/web/status/1597275109252894726

Top URLs in Tweet in G7:
[1] https://twitter.com/EU_EMOS/status/1597192540603965441
[1] https://twitter.com/datajournalism/status/1597203010392068096
[1] https://puntofisso.net/newsletter/
[1] https://europeandatajournalism.us16.list-manage.com/subscribe?u=f6e86bbf8c60c30fa541cf4dc&id=67b0ce6979

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/1598622172620226562
[1] https://datacameroon.com/environment-in-bonaberi-about-31-of-mangroves-have-been-lost-in-5-years/

Top URLs in Tweet in G10:
[1] https://twitter.com/datajournalism/status/1592490819755593728

Top Domains
Top Domains in Tweet in Entire Graph:
[79] twitter.com
[47] stibee.com
[30] datajournalism.com
[9] co.kr
[6] addevent.com
[5] ladatacuenta.com
[4] co.za
[3] journaliststoolbox.org
[3] newsera2020.eu
[3] mailchi.mp

Top Domains in Tweet in G1:
[16] twitter.com
[12] datajournalism.com
[3] mailchi.mp
[3] addevent.com
[2] amazonaws.com
[1] flokinet.is
[1] discord.com
[1] goodcountry.org
[1] gijn.org
[1] datasketch.co

Top Domains in Tweet in G2:
[47] stibee.com
[9] co.kr
[4] twitter.com

Top Domains in Tweet in G3:
[15] twitter.com
[8] datajournalism.com
[3] addevent.com
[3] journaliststoolbox.org
[1] gijn.org
[1] bit.ly

Top Domains in Tweet in G4:
[8] twitter.com
[6] datajournalism.com
[1] newsera2020.eu
[1] tweetedtimes.com
[1] ml-concepts.com
[1] pbs.org
[1] co.uk

Top Domains in Tweet in G5:
[2] newsera2020.eu
[1] youtube.com

Top Domains in Tweet in G6:
[5] twitter.com
[5] ladatacuenta.com

Top Domains in Tweet in G7:
[2] twitter.com
[1] puntofisso.net
[1] list-manage.com

Top Domains in Tweet in G8:
[1] twitter.com
[1] datacameroon.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[221] datajournalism
[68] ddj
[20] data
[20] dataviz
[17] 마부뉴스
[14] bigdata
[13] 아파트
[10] journalism
[9] datascience
[9] datajournalisme



Top Hashtags in Tweet in G1:
[61] datajournalism
[35] ddj
[5] 日本語版
[3] data
[3] podcast
[3] privacy
[3] datos
[2] veri
[2] ukraine
[2] dataviz

Top Hashtags in Tweet in G2:
[17] 마부뉴스
[13] 아파트
[7] 커피
[6] 뉴스레터
[6] dataviz
[6] datajournalism

Top Hashtags in Tweet in G3:
[28] datajournalism
[20] ddj
[10] data
[4] datajournalists
[2] journalism
[1] opportunities
[1] ukraine

Top Hashtags in Tweet in G4:
[15] datajournalism
[2] data
[2] statistics
[1] newsera
[1] data4citscinews
[1] misinformation
[1] citizenscience
[1] airquality
[1] newdelhi
[1] visualization

Top Hashtags in Tweet in G5:
[15] datajournalism
[8] newsera
[8] citizenscience
[7] data4citscinews
[4] citscicomm
[4] barcelona
[3] innat
[2] matteomoretti
[1] christophraetzsch
[1] misinformation

Top Hashtags in Tweet in G6:
[12] datajournalism
[9] qatar2022
[5] dataviz
[5] ddj
[1] roevwade

Top Hashtags in Tweet in G7:
[3] datajournalism
[3] birthday
[2] edjnet
[1] data
[1] dataviz
[1] ai

Top Hashtags in Tweet in G8:
[1] environment
[1] mangroves
[1] datajournalism

Top Words
Top Words in Tweet in Entire Graph:
[223] #datajournalism
[143] datajournalism
[85] data
[71] 2022
[68] #ddj
[62] state
[59] survey
[48] sbsdataj
[46] 보러가기
[46] 뉴스레터

Top Words in Tweet in G1:
[63] datajournalism
[61] #datajournalism
[35] #ddj
[34] survey
[33] 2022
[31] state
[20] help
[18] data
[16] available
[14] open

Top Words in Tweet in G2:
[48] sbsdataj
[46] 보러가기
[46] 뉴스레터
[38] 아파트
[36] 게
[36] 등
[36] 압도적으로
[35] 인천
[35] 쪽은
[35] 수도권의

Top Words in Tweet in G3:
[61] datajournalism
[28] #datajournalism
[23] muckrock
[21] survey
[21] betsyladyzhets
[21] state
[20] dillonbergin
[20] #ddj
[19] data
[18] more

Top Words in Tweet in G4:
[15] #datajournalism
[7] data
[4] journalism
[3] more
[2] death
[2] one
[2] direct
[2] index
[2] social
[2] state

Top Words in Tweet in G5:
[17] #datajournalism
[8] #citizenscience
[8] #newsera
[7] #data4citscinews
[6] started
[6] lab
[6] citscicomm
[6] barcelona
[4] científic
[4] #barcelona

Top Words in Tweet in G6:
[12] #datajournalism
[9] women
[9] development
[9] countries
[9] instead
[9] stage
[9] soccer
[9] cup
[9] #qatar2022
[9] global

Top Words in Tweet in G7:
[5] newsletter
[4] edjnet
[3] thanks
[3] consider
[3] subscribing
[3] #datajournalism
[3] #birthday
[3] today's
[3] wishes
[3] weekly

Top Words in Tweet in G8:
[3] datajournalism
[2] cijournalism

Top Words in Tweet in G10:
[2] zibonele
[2] dear
[2] nkanyyso
[2] iamdumisibanda
[2] mntakasaziwe
[2] lulu_crocky
[2] ntungab
[2] comrades
[2] thandazaninkomo

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[46] 뉴스레터,보러가기
[37] state,#datajournalism
[35] 느껴지죠,서울
[35] 압도적으로,크다는
[35] lt,아파트
[35] 수도권의,공동
[35] 아래,lt
[35] 인천,등
[35] 입니다,뉴스레터
[35] 게,느껴지죠

Top Word Pairs in Tweet in G1:
[21] state,#datajournalism
[19] survey,2022
[17] #datajournalism,survey
[12] data,journalism
[11] #datajournalism,handbook
[11] open,available
[11] 2022,open
[9] landscape,state
[9] #ddj,landscape
[9] map,#ddj

Top Word Pairs in Tweet in G2:
[46] 뉴스레터,보러가기
[35] 등,수도권의
[35] 크다는,게
[35] 88,입니다
[35] 압도적으로,크다는
[35] 카토그램,gt
[35] 막대가,압도적으로
[35] 무려,88
[35] gt,에서
[35] 게,느껴지죠

Top Word Pairs in Tweet in G3:
[17] betsyladyzhets,dillonbergin
[13] state,#datajournalism
[9] dillonbergin,muckrock
[9] 3pm,cet
[8] people,involved
[8] involved,#datajournalism
[8] #datajournalism,survey
[8] #datajournalism,stories
[8] survey,2022
[8] personal,info

Top Word Pairs in Tweet in G4:
[3] data,journalism
[2] state,data
[2] direct,attacks
[2] social,media

Top Word Pairs in Tweet in G5:
[4] científic,barcelona
[4] november,#barcelona
[4] hosted,parc
[4] th,28th
[4] art,#datajournalism
[4] interest,state
[4] parc,científic
[4] 28th,november
[4] state,art
[4] #newsera,#citscicomm

Top Word Pairs in Tweet in G6:
[9] human,development
[9] instead,soccer
[9] soccer,#qatar2022
[9] women,stage
[9] #qatar2022,global
[9] global,human
[9] development,cup
[9] cup,women
[6] stage,countries
[5] latin,america

Top Word Pairs in Tweet in G7:
[3] quantum,sollazzo
[3] today's,edition
[3] wishes,today's
[3] weekly,best
[3] puntofisso,#birthday
[3] consider,subscribing
[3] newsletter,weekly
[3] thanks,puntofisso
[3] edition,quantum
[3] #birthday,wishes

Top Word Pairs in Tweet in G10:
[2] lulu_crocky,ntungab
[2] zibonele,mntakasaziwe
[2] comrades,lulu_crocky
[2] ntungab,thandazaninkomo
[2] dear,comrades
[2] thandazaninkomo,iamdumisibanda
[2] iamdumisibanda,nkanyyso
[2] nkanyyso,zibonele

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@datajournalism
@sbsdataj
@betsyladyzhets
@muckrock
@dillonbergin
@gijn
@ejcnet
@alastairotter
@smfrogers
@tarakelly

Top Mentioned in G1:
@datajournalism
@smfrogers
@betsyladyzhets
@dillonbergin
@muckrock
@gijn
@flokinetehf
@gijnafrica
@bahareh360
@ejcnet

Top Mentioned in G2:
@sbsdataj

Top Mentioned in G3:
@datajournalism
@muckrock
@betsyladyzhets
@dillonbergin
@gijn
@ejcnet
@tarakelly
@mhulpachova
@tehranbureau
@discord

Top Mentioned in G5:
@citscicomm
@formicablu
@elisabetta_tola
@jomagellan
@enjoiproject
@crea_ricerca
@ogdabaum
@rosaariasalv
@alecampanaro
@paologiardullo1

Top Mentioned in G6:
@la_data_cuenta
@datajournalism
@hasselfallas
@samleecole
@motherboard
@ipsosuk
@infocepei
@thepudding
@webfoundation
@kontinentalist_

Top Mentioned in G7:
@edjnet
@puntofisso
@eu_emos
@emibaldacci
@eu_eurostat
@eesc_ten
@digitaleu
@datajournalism
@glenkcampbell
@interoper

Top Mentioned in G8:
@datajournalism
@cijournalism
@gijn
@columbiajourn
@ejcnet
@sussexunimah
@medialab
@environmentong
@apenvironnement
@unep_francais

Top Mentioned in G9:
@voaafrica
@wahibaasa
@bbcworldservice
@tamlyndavies
@trtworld
@the_newsmakers
@tvbroadhurst
@hjfyemen
@datajournalism
@lesterholtnbc

Top Mentioned in G10:
@lulu_crocky
@ntungab
@thandazaninkomo
@iamdumisibanda
@nkanyyso
@zibonele
@simbanembaware
@hiltonmavise

Top Tweeters
Top Tweeters in Entire Graph:
@o_fabriciosouza
@latercera
@godfrey_g_
@daily_trust
@ricardo_ik_ahau
@nilab
@hiringcare
@discord
@washingtonpost
@kwon_terry

Top Tweeters in G1:
@nilab
@washingtonpost
@hydwatch
@zeitonline
@margymaclibrary
@zubairabbasi
@bbbcccnnn
@estate4
@ghostwhowrites
@paulbradshaw

Top Tweeters in G2:
@kwon_terry
@ranpeichan_dayo
@southstep
@1_and_ahalf
@waitnc2100
@fox_noooo
@onezero42o
@heyneble
@karaghiozis
@ksixrenine

Top Tweeters in G3:
@discord
@arc_atlantique
@lynda_katerra
@themilwaukeemob
@muckrock
@profkakie
@fishnette
@journtoolbox
@affendi_xiii
@mefossils

Top Tweeters in G4:
@morpheus_mx1
@onaccel
@emmanuelg501125
@gzapico
@cciudadanaes
@gijnes
@silvestroram
@tt_infographics
@samanthasunne
@sourabharsh

Top Tweeters in G5:
@pcb_ub
@elisabetta_tola
@ogdabaum
@crea_ricerca
@jomagellan
@diogo_ph22
@rosaariasalv
@fsanzgarcia
@formicablu
@sciencefchange

Top Tweeters in G6:
@fivethirtyeight
@motherboard
@webfoundation
@ipsosuk
@infocepei
@jesik_tapia
@esdatasketch
@jccamus
@hasselfallas
@dianabaptistar

Top Tweeters in G7:
@puntofisso
@digitaleu
@glenkcampbell
@odihq
@okfn
@emibaldacci
@eesc_ten
@journalism2ls
@eu_eurostat
@access_info

Top Tweeters in G8:
@actuenviro
@medialab
@columbiajourn
@worldbankdata
@cijournalism
@opendatawatch
@unep_francais
@apenvironnement
@opendatacon
@camdighum

Top Tweeters in G9:
@trtworld
@bbcworldservice
@voaafrica
@wfp_media
@the_newsmakers
@louistheroux
@lesterholtnbc
@tamlyndavies
@wahibaasa
@fwhitfield

Top Tweeters in G10:
@zibonele
@nkanyyso
@iamdumisibanda
@ntungab
@seanndlovu
@lnmanzini
@simbanembaware
@tmuranganwa
@thandazaninkomo
@hiltonmavise


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