datajournalism, Twitter, 5/9/2022 5:03:56 PM, 275944


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datajournalism_2022-05-09_10-00-01.xlsx
datajournalism_2022-05-09_10-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 09, 2022
Short Description:
datajournalism via NodeXL https://bit.ly/395h0ST
@datajournalism
@alastairotter
@affendi_xiii
@evergreendata
@warninggraphicc
@valentinagalich
@smfrogers
@clairemilleruk
@xeronbot
@rstatstweet

Top hashtags:
#datajournalism
#data
#afp
#ddj
#dataviz
#python

Description:
Description
The graph represents a network of 482 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, 09 May 2022 at 17:00 UTC.

The requested start date was Monday, 09 May 2022 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, 14-hour, 18-minute period from Monday, 25 April 2022 at 08:41 UTC to Sunday, 08 May 2022 at 23:00 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 : 482
Unique Edges : 393
Edges With Duplicates : 917
Total Edges : 1310
Number of Edge Types : 5
Retweet : 374
MentionsInRetweet : 494
Replies to : 32
Mentions : 317
Tweet : 93
Self-Loops : 106
Reciprocated Vertex Pair Ratio : 0.0353460972017673
Reciprocated Edge Ratio : 0.0682788051209104
Connected Components : 62
Single-Vertex Connected Components : 26
Maximum Vertices in a Connected Component : 250
Maximum Edges in a Connected Component : 902
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.675129
Graph Density : 0.0030322374720715
Modularity : 0.481882
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 482 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, 09 May 2022 at 17:00 UTC.

The requested start date was Monday, 09 May 2022 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, 14-hour, 18-minute period from Monday, 25 April 2022 at 08:41 UTC to Sunday, 08 May 2022 at 23:00 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 : 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:
[25] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Finside.mediahack.co.za%2Fdata-journalism-tools-and-resources-8df1c3d96c13%3Fsource%3Dsocial.tw
[7] https://twitter.com/datajournalism/status/1521090578380898304
[6] https://datajournalism.com/read/blog/pyhton-and-r-for-data-journalism
[6] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Finside.mediahack.co.za%2Fbeginners-guide-to-extracting-data-from-pdfs-1ccb40935dbe
[4] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Finside.mediahack.co.za%2Fwe-train-journalists-from-africa-in-data-journalism-online-heres-what-we-ve-learned-f5bbcc8dca89
[4] https://datajournalism.com/read/handbook/two
[4] https://twitter.com/Roshanjnu/status/1520267367913189376
[4] https://leanpub.com/gettingstartedwithdatajournalism/
[4] https://cohesiondata.ec.europa.eu/stories/s/Exploring-regional-innovation-gaps/wdm6-n4iz
[4] https://www.youtube.com/watch?v=dxMretoIA3Q


Top URLs in Tweet in G1:
[2] https://datajournalism.com/read/blog/pyhton-and-r-for-data-journalism
[2] https://twitter.com/datajournalism/status/1521090578380898304
[1] https://app.addevent.com/dir/link/evt/agoudmmow
[1] https://datadetoxkit.org/en/misinformation/botornot/?mc_cid=8e4b8156fc&mc_eid=0d5f6ff584
[1] https://datajournalism.com/read/handbook/two
[1] https://datajournalism.com
[1] https://twitter.com/i/web/status/1523258159682715649
[1] https://www.usatoday.com/storytelling/graphic-novels/news/nation/black-women-evictions/1647538176682/
[1] https://unesco-org.zoom.us/webinar/register/WN_jho01_pqTxir6729b-WK5Q
[1] https://twitter.com/evergreendata/status/1521158984941686791

Top URLs in Tweet in G2:
[24] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Finside.mediahack.co.za%2Fdata-journalism-tools-and-resources-8df1c3d96c13%3Fsource%3Dsocial.tw
[6] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Finside.mediahack.co.za%2Fbeginners-guide-to-extracting-data-from-pdfs-1ccb40935dbe
[4] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Finside.mediahack.co.za%2Fwe-train-journalists-from-africa-in-data-journalism-online-heres-what-we-ve-learned-f5bbcc8dca89
[3] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Finside.mediahack.co.za%2F5-reasons-to-switch-to-openrefine-and-never-look-back-a23150080d1d
[2] https://africadatahub.org/opportunities/odipodev-data-journalism-fellowship
[2] https://www.africadatahub.org/opportunities/odipodev-data-journalism-fellowship
[1] https://newsletter.theoutlier.co.za
[1] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Finside.mediahack.co.za%2Fdata-journalism-tools-and-resources-8df1c3d96c13
[1] https://inside.mediahack.co.za/we-train-journalists-from-africa-in-data-journalism-online-heres-what-we-ve-learned-f5bbcc8dca89
[1] https://inside.mediahack.co.za/5-reasons-to-switch-to-openrefine-and-never-look-back-a23150080d1d

Top URLs in Tweet in G3:
[1] https://www.afp.com/en/data-journalist-washington

Top URLs in Tweet in G4:
[3] https://twitter.com/Roshanjnu/status/1520267367913189376
[2] https://datajournalism.com/read/handbook/two
[1] https://www.realtor.com/news/trends/where-home-prices-falling-the-most/
[1] https://datajournalism.tools/
[1] https://jamlab.africa/iwacu-open-data-a-data-journalism-platform-in-burundi/
[1] https://twitter.com/civic_watch/status/1519636005954928641
[1] https://www.linkedin.com/feed/update/urn:li:share:6926030980940005376
[1] https://twitter.com/datajournalism/status/1520318269651099650
[1] https://twitter.com/KyivIndependent/status/1520011108236595201
[1] https://www.realtor.com/news/trends/the-most-affordable-places-to-buy-a-vacation-home/?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G5:
[4] https://cohesiondata.ec.europa.eu/stories/s/Exploring-regional-innovation-gaps/wdm6-n4iz
[1] https://op.europa.eu/en/web/eudatathon?pk_campaign=preselect-announce&pk_medium=tw

Top URLs in Tweet in G6:
[3] https://www.datasketch.co/newsletter/data-journalism/issue-13-press-freedom-and-on-the-way-to-innovation/
[3] https://twitter.com/datajournalism/status/1521090578380898304
[1] https://climate.nasa.gov/climate_resources/301/video-global-warming-broken-down-by-latitude-zone-1880-2021/?utm_source=puntofisso&utm_medium=email
[1] https://twitter.com/30DayChartChall/status/1504501875260936201
[1] https://twitter.com/FrankElavsky/status/1518585656896901121
[1] https://twitter.com/i/web/status/1523392382842343424
[1] https://github.com/isaacarroyov/30DayChartChallenge
[1] https://twitter.com/i/web/status/1518564424709292032

Top URLs in Tweet in G7:
[1] https://twitter.com/DefyhatenowWCA/status/1519292590633504768

Top URLs in Tweet in G8:
[2] https://gijn.org/2022/04/29/data-journalism-top-10-climate-game-tax-inequality-weather-proverbs-musical-politics-whos-in-your-wallet/
[2] https://medium.com/warning-graphic-content/6-may-2022-ce5fee90170b
[1] https://gijn.org/2022/05/06/data-journalism-top-10-internet-shutdowns-elon-musks-tweets-russian-army-deaths-accessible-dataviz/
[1] https://medium.com/warning-graphic-content/29-april-2022-309d8c5b5328

Top URLs in Tweet in G9:
[2] http://rocketdatascience.org/?p=482
[1] https://datajournalism.com/

Top URLs in Tweet in G10:
[4] https://leanpub.com/gettingstartedwithdatajournalism/
[2] https://clairemiller.net/blog/2022/05/data-journalism-for-beginners-how-to-make-a-live-updating-council-election-map-for-candidates-and-results/
[1] https://www.amazon.co.uk/dp/B09XBYGBLC
[1] https://twitter.com/datajournalism/status/1521090578380898304

Top Domains
Top Domains in Tweet in Entire Graph:
[45] twitter.com
[42] medium.com
[17] datajournalism.com
[6] gijn.org
[5] youtube.com
[5] realtor.com
[5] africadatahub.org
[5] europa.eu
[4] leanpub.com
[3] co.za

Top Domains in Tweet in G1:
[7] datajournalism.com
[7] twitter.com
[1] addevent.com
[1] datadetoxkit.org
[1] usatoday.com
[1] zoom.us
[1] dataharvest.eu
[1] datawrapper.de
[1] flowingdata.com
[1] muckrock.com

Top Domains in Tweet in G2:
[38] medium.com
[5] africadatahub.org
[3] co.za
[3] twitter.com

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

Top Domains in Tweet in G4:
[12] twitter.com
[3] datajournalism.com
[2] realtor.com
[1] datajournalism.tools
[1] jamlab.africa
[1] linkedin.com
[1] knightlab.com

Top Domains in Tweet in G5:
[5] europa.eu

Top Domains in Tweet in G6:
[7] twitter.com
[3] datasketch.co
[1] nasa.gov
[1] github.com

Top Domains in Tweet in G7:
[1] twitter.com

Top Domains in Tweet in G8:
[3] gijn.org
[3] medium.com

Top Domains in Tweet in G9:
[2] rocketdatascience.org
[1] datajournalism.com

Top Domains in Tweet in G10:
[4] leanpub.com
[2] clairemiller.net
[1] co.uk
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[236] datajournalism
[69] data
[53] afp
[52] ddj
[31] dataviz
[21] python
[21] affcameroon
[19] defyhatenow
[18] fakenews
[17] r



Top Hashtags in Tweet in G1:
[34] datajournalism
[12] r
[12] python
[11] dataviz
[9] worldpressfreedomday
[8] ddj
[5] datajournalists
[4] data
[4] disinformation
[2] journojobs

Top Hashtags in Tweet in G2:
[76] datajournalism
[20] ddj
[6] adh
[6] kenya
[5] africa
[5] onlinelearning
[4] datatools
[4] adhfellowship
[4] share
[4] newsrooms

Top Hashtags in Tweet in G3:
[53] afp
[53] data
[1] joinus
[1] careers
[1] journalism
[1] datajournalism

Top Hashtags in Tweet in G4:
[23] datajournalism
[6] defyhatenow
[6] affcameroon
[6] factchecking
[5] thinkb4uclick
[4] uncamerounsanshaine
[4] hatefreecameroon
[3] consolidationdelapaix
[2] disinformation
[2] fakenews

Top Hashtags in Tweet in G5:
[1] datajournalism
[1] eudatathon
[1] standupforukraine
[1] nevertrustrussian
[1] stoprussia

Top Hashtags in Tweet in G6:
[13] datajournalism
[10] rladies
[6] day18
[6] 30daychartchallenge
[5] python
[4] rstats
[4] ddj
[3] dataviz
[3] teamrstats
[2] 30dayschartchallenge

Top Hashtags in Tweet in G7:
[15] fakenews
[12] affcameroon
[12] defyhatenow
[9] datajournalism
[7] factchecking
[7] garoua
[7] misinformation
[4] hatefreecameroon
[4] worldpressfreedom
[3] thinkb4uclick

Top Hashtags in Tweet in G8:
[8] datajournalism
[5] data
[5] dataviz
[5] ddj
[3] foia
[2] opengov
[1] muskread
[1] elongate

Top Hashtags in Tweet in G9:
[10] datajournalism
[6] datascience
[6] bigdata
[6] marketing
[6] bi
[6] machinelearning
[3] dataliteracy
[3] dataviz
[2] nlproc
[2] martech

Top Hashtags in Tweet in G10:
[11] localelections2022
[7] datajournalism
[3] ddj
[2] startdatajournalism
[1] r
[1] python

Top Words
Top Words in Tweet in Entire Graph:
[236] #datajournalism
[175] data
[114] datajournalism
[85] journalism
[71] #data
[66] journalist
[65] looking
[65] list
[64] alastairotter
[61] tools

Top Words in Tweet in G1:
[69] datajournalism
[35] take
[34] #datajournalism
[20] next
[16] data
[15] guide
[14] time
[13] media
[13] need
[12] look

Top Words in Tweet in G2:
[97] data
[76] #datajournalism
[60] alastairotter
[57] tools
[54] list
[49] journalism
[44] resources
[38] doing
[37] one
[34] big

Top Words in Tweet in G3:
[53] #afp
[53] looking
[53] #data
[53] journalist
[53] location
[53] washington
[53] starting
[53] date
[53] soon
[53] possible

Top Words in Tweet in G4:
[23] #datajournalism
[6] #defyhatenow
[6] #affcameroon
[6] #factchecking
[5] #thinkb4uclick
[5] journalism
[4] ہے
[4] #uncamerounsanshaine
[4] #hatefreecameroon
[4] data

Top Words in Tweet in G5:
[18] datajournalism
[17] elisaferreiraec
[17] regioevaluation
[17] edjnet
[17] eu_opendata
[17] opendatawatch
[17] ep_regional
[17] europainitalia
[15] comisioneuropea
[15] europeanregions

Top Words in Tweet in G6:
[13] #datajournalism
[12] week
[10] tips
[10] hi
[10] everyone
[10] renata
[10] #rladies
[10] sao
[10] paulo
[10] rladiessaopaulo

Top Words in Tweet in G7:
[15] #fakenews
[15] day
[14] eliswaji
[12] #affcameroon
[12] #defyhatenow
[12] training
[11] fact
[9] #datajournalism
[9] civic_watch
[8] #

Top Words in Tweet in G8:
[25] র
[17] ব
[17] য
[13] ন
[12] ট
[11] দ
[11] শ
[9] ত
[8] ড
[8] স

Top Words in Tweet in G9:
[11] kirkdborne
[10] #datajournalism
[9] data
[8] learn
[8] skills
[8] increase
[8] knowledge
[8] advance
[8] career
[8] guidebook

Top Words in Tweet in G10:
[12] clairemilleruk
[12] know
[11] covering
[11] #localelections2022
[11] results
[11] map
[10] make
[10] don
[10] start
[10] featuring

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[63] data,journalism
[53] #afp,looking
[53] looking,#data
[53] #data,journalist
[53] journalist,location
[53] location,washington
[53] washington,starting
[53] starting,date
[53] date,soon
[53] soon,possible

Top Word Pairs in Tweet in G1:
[12] time,take
[12] take,side
[12] side,storied
[12] storied,#datajournalism
[12] #datajournalism,argument
[12] argument,first
[12] first,need
[12] need,coding
[12] coding,next
[12] next,#r

Top Word Pairs in Tweet in G2:
[42] data,journalism
[38] journalism,tools
[38] tools,resources
[37] doing,#datajournalism
[34] list,data
[24] data,pdfs
[23] something,working
[23] working,big
[23] big,list
[22] one,perennial

Top Word Pairs in Tweet in G3:
[53] #afp,looking
[53] looking,#data
[53] #data,journalist
[53] journalist,location
[53] location,washington
[53] washington,starting
[53] starting,date
[53] date,soon
[53] soon,possible
[52] afp,#afp

Top Word Pairs in Tweet in G4:
[5] #affcameroon,#factchecking
[5] #thinkb4uclick,#datajournalism
[4] #datajournalism,#hatefreecameroon
[4] #factchecking,#defyhatenow
[4] #defyhatenow,#thinkb4uclick
[3] #hatefreecameroon,#uncamerounsanshaine
[3] #uncamerounsanshaine,#consolidationdelapaix
[3] data,journalism
[3] الكتاب,الإلكتروني
[2] réseaux,sociaux

Top Word Pairs in Tweet in G5:
[17] elisaferreiraec,regioevaluation
[17] regioevaluation,edjnet
[17] edjnet,eu_opendata
[17] eu_opendata,datajournalism
[17] datajournalism,opendatawatch
[17] opendatawatch,ep_regional
[17] ep_regional,europainitalia
[15] europainitalia,comisioneuropea
[15] comisioneuropea,europeanregions
[15] europeanregions,dijkstralewis

Top Word Pairs in Tweet in G6:
[10] hi,everyone
[10] everyone,renata
[10] renata,#rladies
[10] #rladies,sao
[10] sao,paulo
[10] paulo,rladiessaopaulo
[10] rladiessaopaulo,curator
[10] curator,week
[9] wearerladies,hi
[9] week,share

Top Word Pairs in Tweet in G7:
[7] affcameroon,#garoua
[7] #garoua,special
[7] special,grand
[7] grand,nord
[7] nord,finally
[7] finally,intend
[7] intend,eradicate
[7] eradicate,spread
[7] spread,#misinformation
[7] #misinformation,#fakenews

Top Word Pairs in Tweet in G8:
[6] ড,ট
[6] য,ক
[5] ব,শ
[5] week's,#data
[5] #data,#dataviz
[5] #dataviz,#ddj
[5] #ddj,#datajournalism
[4] দ,র
[3] র,ড
[3] ট,স

Top Word Pairs in Tweet in G9:
[8] learn,data
[8] data,skills
[8] skills,increase
[8] increase,#datajournalism
[8] #datajournalism,knowledge
[8] knowledge,advance
[8] advance,career
[8] career,guidebook
[8] guidebook,invaluable
[7] kirkdborne,learn

Top Word Pairs in Tweet in G10:
[11] covering,#localelections2022
[11] results,map
[10] #localelections2022,make
[10] make,results
[10] map,don
[10] don,know
[10] know,start
[10] start,featuring
[9] clairemilleruk,covering
[4] data,journalism

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@datajournalism
@alastairotter
@afp
@mediahackza
@laurajgrant
@edjnet
@eu_opendata
@regioevaluation
@opendatawatch
@ep_regional

Top Mentioned in G1:
@datajournalism
@info_activism
@ejcnet
@evergreendata
@dataharvesteijc
@usatoday
@un
@alastairotter
@datawrapper
@ft

Top Mentioned in G2:
@alastairotter
@mediahackza
@laurajgrant
@africa_datahub
@datajournalism
@odipodev
@policyviz
@teganbedser
@explore_explain
@datastories

Top Mentioned in G3:
@afp

Top Mentioned in G4:
@saudinew_media

Top Mentioned in G5:
@datajournalism
@regioevaluation
@edjnet
@eu_opendata
@opendatawatch
@ep_regional
@europainitalia
@comisioneuropea
@europeanregions
@dijkstralewis

Top Mentioned in G6:
@rladiessaopaulo
@wearerladies
@oecd
@unisaacarroyov
@datasketch
@duc_qn
@datajournalism
@affendi_xiii

Top Mentioned in G7:
@eliswaji
@civic_watch
@katakaps
@unicefcameroon
@edukmedia
@iwmf

Top Mentioned in G8:
@restofworld
@warninggraphicc
@econdailycharts
@postgraphics
@nytgraphics
@wsjgraphics
@reutersgraphics
@bbgvisualdata
@victimofmaths
@evergreendata

Top Mentioned in G9:
@kirkdborne

Top Mentioned in G10:
@clairemilleruk
@democlub
@f_l_o_u_r_i_s_h
@datajournalism

Top Tweeters
Top Tweeters in Entire Graph:
@yuuji_k1
@falconhamada_90
@httweets
@fabriciosx
@therezafontoura
@dataaugmented
@sachikoko
@codewithtwitchi
@glynmoody
@washingtonpost

Top Tweeters in G1:
@usatoday
@ft
@pythonroboto
@margymaclibrary
@grjenkin
@arc_atlantique
@estate4
@pewresearch
@gibranashraf
@un

Top Tweeters in G2:
@glynmoody
@grumpeoldman
@charlesarthur
@justinelimlaw
@skatiq3
@plungerman
@corrie206
@jotbe
@joanbegley
@kcarruthers

Top Tweeters in G3:
@yuuji_k1
@falconhamada_90
@therezafontoura
@sachikoko
@afp
@pdacosta
@stweet69
@lionneverte
@mfouquenet
@sannapiipponen

Top Tweeters in G4:
@7wdata
@geetiga
@seotipsntricks
@oohrip
@monicasonica
@datatechsoln
@lcptuk
@jacquitaylorfb
@dustindwyer
@ajibdg

Top Tweeters in G5:
@euinmyregion
@europainitalia
@comisioneuropea
@eu_opendata
@opendatawatch
@europeanregions
@regioevaluation
@edjnet
@glassy_wtf
@saintmoonkyiv

Top Tweeters in G6:
@fabriciosx
@rstatstweet
@xeronbot
@nasa
@dataandme
@tvpollet
@oecd
@datasketch
@jpmarindiaz
@wearerladies

Top Tweeters in G7:
@rdrake1948
@doualanow
@iwmf
@abie_abia
@evra_geraud
@donaldtchiengue
@mafanypet
@hemesnkwa
@simonetoussi
@badalfohmoh7

Top Tweeters in G8:
@motherboard
@victimofmaths
@gavinfreeguard
@wsjgraphics
@econdailycharts
@bbgvisualdata
@postgraphics
@restofworld
@nytgraphics
@mysociety

Top Tweeters in G9:
@kirkdborne
@tsinghmorethanl
@datasciencedojo
@technews25
@pavaobot
@karelvonbarel
@prof_stambul
@loiz77
@6paccc
@maxtollenar_

Top Tweeters in G10:
@tanurai
@timbrock_dtd
@glynmottershead
@christinagiles
@albertcanig
@clairemilleruk
@democlub
@michaelmacleod1
@crowbot
@f_l_o_u_r_i_s_h


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