datajournalism, Twitter, 1/31/2022 6:44:08 PM, 271041


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datajournalism_2022-01-31_09-18-41.xlsx
datajournalism_2022-01-31_09-18-41.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 31, 2022
Short Description:
datajournalism via NodeXL https://bit.ly/3IRGkbv
@datajournalism
@warninggraphicc
@this0499154500
@ftdata
@propublica
@soasicop
@glenkcampbell
@reutersgraphics
@ire_nicar
@gijnafrica

Top hashtags:
#datajournalism
#dataviz
#data
#ddj
#dataprivacyday
#journalismjobs

Description:
Description
The graph represents a network of 547 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, 31 January 2022 at 17:19 UTC.

The requested start date was Monday, 31 January 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, 16-hour, 0-minute period from Monday, 17 January 2022 at 07:53 UTC to Sunday, 30 January 2022 at 23:54 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 : 547
Unique Edges : 563
Edges With Duplicates : 704
Total Edges : 1267
Number of Edge Types : 5
Tweet : 59
Retweet : 296
MentionsInRetweet : 507
Mentions : 384
Replies to : 21
Self-Loops : 63
Reciprocated Vertex Pair Ratio : 0.0520304568527919
Reciprocated Edge Ratio : 0.0989143546441496
Connected Components : 67
Single-Vertex Connected Components : 29
Maximum Vertices in a Connected Component : 282
Maximum Edges in a Connected Component : 792
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.230515
Graph Density : 0.00277571301337298
Modularity : 0.543579
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 547 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, 31 January 2022 at 17:19 UTC.

The requested start date was Monday, 31 January 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, 16-hour, 0-minute period from Monday, 17 January 2022 at 07:53 UTC to Sunday, 30 January 2022 at 23:54 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:
[9] https://dhauru.com/
[7] https://datajournalism.com/read/longreads/humanising-data-connecting-numbers-and-people
[6] https://datajournalism.com/read/longreads/wrangling-the-robots-software
[6] https://www.amazon.com/gp/product/0367000083?&linkCode=sl1&tag=kirkdborne-20&linkId=9556c451cf95db21fd1466a84f3dc6c0&language=en_US&ref_=as_li_ss_tl
[5] https://datajournalism.com/read/blog/data-journalism-events-in-2022
[5] http://adatvizualizacio.bparchiv.hu/budapestiutcanevek/
[5] https://www.prmoment.com/opinion/what-prs-need-to-know-about-data-journalism
[3] https://gijn.org/2022/01/28/data-journalism-top-10-slaveholders-in-congress-tonga-eruption/
[3] https://flourish.studio/
[3] https://twitter.com/datajournalism/status/1483347635524317185

Top URLs in Tweet in G1:
[6] https://datajournalism.com/read/longreads/wrangling-the-robots-software
[4] https://datajournalism.com/read/blog/data-journalism-events-in-2022
[3] https://datajournalism.com/read/longreads/humanising-data-connecting-numbers-and-people
[2] https://datajournalism.com/read/blog/data-journalism-events-in-2022?fbclid=IwAR0Ik8bqlsNQEa8aa-EeThK0G_OjNJ_v6Ib7k4gG0FTGxGx5x64FT6j1hB8
[1] https://mnartists.walkerart.org/feeling-data-aesthetic-empathy-in-art-and-science-collaborations
[1] http://thenewnormal.is/
[1] https://boards.greenhouse.io/axios/jobs/3553747
[1] https://careers.ap.org/job/Newsperson,-Data-Journalist,-Climate-and-Environment/826503400/
[1] https://boards.greenhouse.io/buzzfeed/jobs/3758781
[1] https://www.youtube.com/watch?v=w19ahOrtiCg


Top URLs in Tweet in G2:
[1] https://datajournalism.com/read/handbook/verification-3

Top URLs in Tweet in G3:
[2] https://warninggraphiccontent.tumblr.com/post/674610643405537280/28-january-2022
[2] https://warninggraphiccontent.tumblr.com/post/673975505379344384/21-january-2022
[1] https://boards.eu.greenhouse.io/financialtimes33/jobs/4016972101?gh_src=e0a7c7b2teu
[1] https://media.privacyinternational.org/w/p/bR5YVFitEmaCc4xQmXm4jM

Top URLs in Tweet in G4:
[2] https://twitter.com/datajournalism/status/1483347635524317185
[2] https://godaleorealty.com/
[2] https://datajournalism.com/read/longreads/humanising-data-connecting-numbers-and-people
[1] https://twitter.com/datajournalism/status/1482984386064699398
[1] https://www.power-technology.com/author/datajournalism/
[1] https://journalismcourses.org/coursecat/self-directed-courses/
[1] https://www.nytimes.com/2022/01/18/briefing/crime-surge-homicides-us.html
[1] https://datajournalism.com/watch/python-for-journalists
[1] https://datajournalism.com/read/handbook/verification-3
[1] https://twitter.com/datajournalism/status/1484435634869702657

Top URLs in Tweet in G5:
[1] https://www.wsj.com/articles/2021-the-year-in-graphics-11640817091
[1] https://datajournalism.com/read/blog/data-journalism-events-in-2022
[1] https://gijn.org/events/
[1] https://dug.news/index.html
[1] https://www.maartenlambrechts.com/2021/12/29/the-list-of-2021-visualization-lists.html
[1] https://twitter.com/datajournalism/status/1484435634869702657
[1] https://www.visualcapitalist.com/maps-extremes-us-population-density/

Top URLs in Tweet in G6:
[1] https://twitter.com/pressfreedomjfk/status/1483072245044236290

Top URLs in Tweet in G7:
[1] https://twitter.com/GuardianAus/status/1486864387377876997
[1] https://twitter.com/IJNet/status/1487523445185425415
[1] https://twitter.com/BigLocalNews/status/1486074339346685952
[1] https://www.ire.org/ire-announces-winners-of-2021-philip-meyer-journalism-award/

Top URLs in Tweet in G9:
[1] https://twitter.com/tanyacash21/status/1486733100876894208
[1] https://twitter.com/SOASICOP/status/1483748946321289219

Top URLs in Tweet in G10:
[2] https://www.utb.de/doi/book/10.36198/9783838553405

Top Domains
Top Domains in Tweet in Entire Graph:
[36] datajournalism.com
[35] twitter.com
[10] dhauru.com
[6] amazon.com
[5] gijn.org
[5] bparchiv.hu
[5] prmoment.com
[4] tumblr.com
[4] youtube.com
[4] journaliststoolbox.org

Top Domains in Tweet in G1:
[18] datajournalism.com
[5] twitter.com
[2] greenhouse.io
[2] dclproject.com
[1] walkerart.org
[1] thenewnormal.is
[1] ap.org
[1] youtube.com
[1] odi.digital
[1] outlierconf.com

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

Top Domains in Tweet in G3:
[4] tumblr.com
[1] greenhouse.io
[1] privacyinternational.org

Top Domains in Tweet in G4:
[11] datajournalism.com
[7] twitter.com
[2] realtor.com
[2] godaleorealty.com
[2] gijn.org
[1] power-technology.com
[1] journalismcourses.org
[1] nytimes.com
[1] stanford.edu
[1] indiadataportal.com

Top Domains in Tweet in G5:
[1] wsj.com
[1] datajournalism.com
[1] gijn.org
[1] dug.news
[1] maartenlambrechts.com
[1] twitter.com
[1] visualcapitalist.com

Top Domains in Tweet in G6:
[1] twitter.com

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

Top Domains in Tweet in G9:
[2] twitter.com

Top Domains in Tweet in G10:
[2] utb.de

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[163] datajournalism
[50] dataviz
[43] data
[33] ddj
[20] dataprivacyday
[13] journalismjobs
[11] datascience
[10] opendata
[9] planyourvaccine
[8] journalism



Top Hashtags in Tweet in G1:
[34] datajournalism
[24] dataviz
[20] data
[17] dataprivacyday
[10] ddj
[6] ai
[6] journalism
[5] datajournalist
[3] journojobs
[3] pandemia

Top Hashtags in Tweet in G3:
[10] ddj
[10] datajournalism
[9] data
[9] dataviz
[1] howto
[1] android

Top Hashtags in Tweet in G4:
[15] datajournalism
[2] dataviz
[2] ddj
[2] trends
[1] covid19
[1] investigativereporting
[1] mapping
[1] misinformation
[1] jour2130
[1] fakenews

Top Hashtags in Tweet in G5:
[2] datajournalism
[1] dataprivacyday
[1] analytics
[1] datavisualization
[1] infographic

Top Hashtags in Tweet in G6:
[1] dataviz
[1] kashmir

Top Hashtags in Tweet in G7:
[13] datajournalism
[1] dataviz

Top Hashtags in Tweet in G9:
[3] datajournalism
[2] datascience
[2] dataanalytics
[2] academicchatter
[1] academictwitter
[1] dataviz
[1] datavisualization

Top Hashtags in Tweet in G10:
[2] uvkverlag
[2] utb_verlag_studium
[2] journalismus
[2] statistik
[2] datenjournalismus
[2] datajournalism
[2] recherche
[2] dataliteracy

Top Words
Top Words in Tweet in Entire Graph:
[163] #datajournalism
[137] datajournalism
[102] data
[64] tools
[50] #dataviz
[49] verification
[43] few
[43] #data
[42] kind
[41] hard

Top Words in Tweet in G1:
[86] datajournalism
[34] #datajournalism
[24] #dataviz
[21] goes
[20] #data
[19] tools
[19] online
[18] need
[17] today
[17] #dataprivacyday

Top Words in Tweet in G2:
[41] kind
[41] verification
[41] hard
[41] few
[41] tools
[41] recently
[41] armed
[40] photobracken
[40] fr

Top Words in Tweet in G3:
[10] #ddj
[10] #datajournalism
[9] week's
[9] #data
[9] #dataviz
[9] links
[8] etc
[5] more
[5] warninggraphicc
[4] data

Top Words in Tweet in G4:
[30] র
[22] ন
[18] স
[16] য
[16] ব
[16] ত
[15] #datajournalism
[15] ট
[11] ক
[8] গ

Top Words in Tweet in G5:
[15] datajournalism
[15] gijn
[9] data
[7] journalism
[7] events
[7] first
[7] flowingdata
[7] kennethfield
[7] nature
[6] wsjgraphics

Top Words in Tweet in G6:
[5] datajournalism
[4] ejcnet
[3] gijn
[3] globalfreemedia
[2] outlierconf
[2] euinmyregion
[2] eu_commission
[2] elisaferreiraec
[2] eu_social
[2] eu_cor

Top Words in Tweet in G7:
[13] #datajournalism
[9] reach
[9] questions
[9] please
[9] spread
[9] word
[9] ire_nicar
[9] opennews
[9] stanfordjourn
[8] cephillips

Top Words in Tweet in G8:
[17] oggi
[17] sono
[17] passato
[17] nella
[17] capitale
[17] datajournalism
[16] easyinve

Top Words in Tweet in G9:
[3] #datajournalism
[2] working
[2] lecture
[2] data
[2] diversity
[2] anyone
[2] know
[2] great
[2] website
[2] paper

Top Words in Tweet in G10:
[13] neu
[13] statistik
[13] journalist
[13] innen
[13] dr
[13] julia
[13] lück
[13] benz
[13] julialueck
[13] wichtiges

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[41] kind,verification
[41] verification,hard
[41] hard,few
[41] few,tools
[41] tools,recently
[41] recently,armed
[40] photobracken,kind
[40] armed,fr
[20] stay,safe
[19] today,#dataprivacyday

Top Word Pairs in Tweet in G1:
[17] today,#dataprivacyday
[17] #dataprivacyday,refresh
[17] refresh,guide
[17] guide,goes
[17] goes,tools
[17] tools,practises
[17] practises,need
[17] need,stay
[17] stay,safe
[17] safe,online

Top Word Pairs in Tweet in G2:
[41] kind,verification
[41] verification,hard
[41] hard,few
[41] few,tools
[41] tools,recently
[41] recently,armed
[40] photobracken,kind
[40] armed,fr

Top Word Pairs in Tweet in G3:
[9] #dataviz,#ddj
[9] #ddj,#datajournalism
[8] etc,links
[6] week's,#data
[6] #data,#dataviz
[5] #datajournalism,etc
[5] warninggraphicc,week's
[3] links,open
[3] open,chart
[3] chart,surgery

Top Word Pairs in Tweet in G4:
[5] প,র
[4] য,গ
[4] র,ব
[4] ট,র
[4] স,ব
[4] র,ন
[3] ন,য
[3] গ,র
[3] র,স
[3] র,প

Top Word Pairs in Tweet in G5:
[7] flowingdata,kennethfield
[7] kennethfield,datajournalism
[7] datajournalism,gijn
[7] gijn,nature
[6] making,plans
[6] plans,network
[6] network,journalists
[6] journalists,datajournalism
[6] datajournalism,rounded
[6] rounded,journalism

Top Word Pairs in Tweet in G6:
[2] eu_commission,elisaferreiraec
[2] elisaferreiraec,eu_social
[2] eu_social,eu_cor
[2] eu_cor,journalismfund
[2] journalismfund,ajpjournalistes
[2] ajpjournalistes,ejcnet
[2] ejcnet,datajournalism
[2] datajournalism,gijn
[2] gijn,journstudies
[2] journstudies,globalfreemedia

Top Word Pairs in Tweet in G7:
[9] reach,questions
[9] questions,please
[9] please,spread
[9] spread,word
[9] word,#datajournalism
[9] #datajournalism,ire_nicar
[9] ire_nicar,opennews
[9] opennews,stanfordjourn
[8] cephillips,reach
[3] basis,good

Top Word Pairs in Tweet in G8:
[17] oggi,sono
[17] sono,passato
[17] passato,nella
[17] nella,capitale
[17] capitale,datajournalism
[16] easyinve,oggi

Top Word Pairs in Tweet in G9:
[2] working,lecture
[2] lecture,data
[2] data,diversity
[2] diversity,anyone
[2] anyone,know
[2] know,great
[2] great,website
[2] website,paper
[2] paper,workshop
[2] resources,discussing

Top Word Pairs in Tweet in G10:
[13] neu,statistik
[13] statistik,journalist
[13] journalist,innen
[13] innen,dr
[13] dr,julia
[13] julia,lück
[13] lück,benz
[13] benz,julialueck
[13] julialueck,wichtiges
[13] wichtiges,werk

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@datajournalism
@photobracken
@gijn
@easyinve
@ire_nicar
@outlierconf
@julialueck
@smydrad
@sricchia
@ftdata

Top Mentioned in G1:
@datajournalism
@sricchia
@outlierconf
@fedfragapane
@buzzfeed
@ap
@axios
@ire_nicar
@anychart

Top Mentioned in G2:
@photobracken
@caj

Top Mentioned in G3:
@warninggraphicc
@ftdata
@michaelgoodier
@maartenzam
@econdailycharts
@privacyint
@instituteforgov
@conunit_ucl
@ourworldindata
@bbgvisualdata

Top Mentioned in G4:
@indiadataporta1

Top Mentioned in G5:
@datajournalism
@gijn
@flowingdata
@kennethfield
@nature
@wsjgraphics
@visualcap
@axiosvisuals
@tmarcoh
@nytgraphics

Top Mentioned in G6:
@datajournalism
@ejcnet
@gijn
@globalfreemedia
@outlierconf
@eu_commission
@elisaferreiraec
@eu_social
@eu_cor
@journalismfund

Top Mentioned in G7:
@ire_nicar
@opennews
@stanfordjourn
@cephillips
@nickevershed
@datajournalism
@smfrogers
@andrea_k_ho
@pinardag

Top Mentioned in G8:
@easyinve

Top Mentioned in G9:
@datavizanswers
@data_blog
@academicchatter
@datascience__
@datajournalism
@edjnet
@gijn
@tbij
@linvestigates
@the_ccij

Top Mentioned in G10:
@julialueck
@vernarrt_in
@uvk_verlag

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@baarahk
@rosenchild
@reuters
@gadflyquebec
@ricardo_ik_ahau
@washingtonpost
@laveilletechno
@mannumellow
@4evrstardancer

Top Tweeters in G1:
@ap
@buzzfeed
@npr
@margymaclibrary
@buzzfeednews
@polypolilive
@grjenkin
@bbbcccnnn
@craignewmark
@arc_atlantique

Top Tweeters in G2:
@gadflyquebec
@4evrstardancer
@bfitzinar
@macgyyver
@daveunger3
@wikisteff
@saskboy
@donnagillis
@fvckumean
@crgonzalez

Top Tweeters in G3:
@kalemachris
@royalsociety
@jrf_uk
@instituteforgov
@maartenzam
@opengovpart
@ons
@cholten99
@cpsthinktank
@privacyint

Top Tweeters in G4:
@mediabot
@retiario
@monicasonica
@gilliandn
@rodrigomenegat
@thedssourav
@mmastertheone
@mediatingmimi
@jogabonito_49
@alexhomer

Top Tweeters in G5:
@jornalistavitor
@__nca
@3vil_qu33n
@fivethirtyeight
@nature
@gijn
@kennethfield
@ichbingisele
@spiewak
@mediareloaded

Top Tweeters in G6:
@wsj
@pressfreedom
@euinmyregion
@eu_commission
@globalfreemedia
@glenkcampbell
@eu_social
@columbiajourn
@eu_opendata
@pewjournalism

Top Tweeters in G7:
@pbpost
@asburyparkpress
@hollyonlakemich
@palewire
@pt_burnham
@smfrogers
@nickevershed
@umanchanda
@cephillips
@maryjowebster

Top Tweeters in G8:
@andreazeoli
@lablondaz
@gdt62
@wumapaddei
@extraterra62
@claudioc
@carlo314159
@alegrassi22
@yanfry
@lucaalberti99

Top Tweeters in G9:
@academicchatter
@datascience__
@icijorg
@cijournalism
@tbij
@noteworthy_ie
@edjnet
@theshiftnews
@data_blog
@linvestigates

Top Tweeters in G10:
@malakornukopia
@sip_media
@mp_leseranwalt
@projour
@alexaborchardt
@vernarrt_in
@schechj
@w_zum_f
@js_mainz
@uvk_verlag


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