#ddj OR (data journalism), Twitter, 10/25/2021 4:29:26 PM, 264724


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#ddj OR (data journalism)_2021-10-25_08-50-45.xlsx
#ddj OR (data journalism)_2021-10-25_08-50-45.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 25, 2021
Short Description:
#ddj OR (data journalism) via NodeXL https://bit.ly/3jCEYHg
@gijn
@philninh
@openparltv
@a_ka_es
@pinardag
@chelm
@correctiv_org
@gijnturkish
@r_ciesielski
@alastairotter

Top hashtags:
#ddj
#dataviz
#cumex
#steuerbetrug
#data
#jobalert
#datajournalism
#journalism

Description:
Description
The graph represents a network of 1,949 Twitter users whose tweets in the requested range contained "#ddj OR (data journalism)", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 25 October 2021 at 15:52 UTC.

The requested start date was Monday, 25 October 2021 at 00:01 UTC and the maximum number of days (going backward) was 7.

The maximum number of tweets collected was 10,000.

The tweets in the network were tweeted over the 6-day, 22-hour, 9-minute period from Monday, 18 October 2021 at 01:07 UTC to Sunday, 24 October 2021 at 23:17 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 : 1949
Unique Edges : 1464
Edges With Duplicates : 2551
Total Edges : 4015
Number of Edge Types : 5
Retweet : 1123
MentionsInRetweet : 1802
Tweet : 255
Mentions : 685
Replies to : 150
Self-Loops : 272
Reciprocated Vertex Pair Ratio : 0.0276360544217687
Reciprocated Edge Ratio : 0.0537856847331403
Connected Components : 350
Single-Vertex Connected Components : 103
Maximum Vertices in a Connected Component : 663
Maximum Edges in a Connected Component : 1809
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 5.04433
Graph Density : 0.00063661352159745
Modularity : 0.589663
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,949 Twitter users whose tweets in the requested range contained "#ddj OR (data journalism)", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 25 October 2021 at 15:52 UTC.

The requested start date was Monday, 25 October 2021 at 00:01 UTC and the maximum number of days (going backward) was 7.

The maximum number of tweets collected was 10,000.

The tweets in the network were tweeted over the 6-day, 22-hour, 9-minute period from Monday, 18 October 2021 at 01:07 UTC to Sunday, 24 October 2021 at 23:17 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 : #ddj OR (data journalism)
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:
[20] https://gijn.org/2021/10/22/data-journalism-top-10-climate-change-fake-google-reviews/
[16] https://premiobrd.cognitivo.ai/
[15] http://Coda.Br
[11] https://globalreportingcentre.org/news/tiny-foundation-fellowships-for-investigative-journalism/
[9] https://gijn.org/2021/10/14/data-journalism-top-10-nobel-prizes-hong-kong-fuel-shortages/
[9] https://www.newslaundry.com/fellowship
[7] https://gijc21.us2.pathable.com/
[7] https://gijn.org/2021/10/14/top-10-ddj-nobelevskie-premii-repressii-v-gonkonge-i-defitsit-topliva-v-velikobritanii/
[7] https://www.youtube.com/watch?v=OvBd2JcLeGw&feature=youtu.be

[6] https://www.r-bloggers.com/2021/10/largest-data-journalism-conference-in-latin-america-coda-br-starts-nov-8/

Top URLs in Tweet in G1:
[15] https://gijn.org/2021/10/22/data-journalism-top-10-climate-change-fake-google-reviews/
[7] https://gijn.org/2021/10/14/top-10-ddj-nobelevskie-premii-repressii-v-gonkonge-i-defitsit-topliva-v-velikobritanii/
[6] https://www.journaliststoolbox.org/category/data-visualization-and-online-tools/
[3] https://gijn.org/2021/10/14/data-journalism-top-10-nobel-prizes-hong-kong-fuel-shortages/
[3] https://datajournalism.com/read/blog/learning-paths-into-data-journalism
[3] https://www.journaliststoolbox.org/2020/12/16/find-scrape-and-clean-data/
[3] https://gijn.org/2021/10/22/nenadezhnyie-dannyie-proval-5g-v-usa-tayskaya-pop-muzyika-i-falshivyie-google-otzyivyi/
[2] https://www.addevent.com/event/Ub9344319
[2] https://www.theguardian.com/environment/ng-interactive/2021/oct/14/climate-change-happening-now-stats-graphs-maps-cop26?CMP=Share_iOSApp_Other
[1] https://gijc21.us2.pathable.com/

Top URLs in Tweet in G2:
[2] https://de.openparliament.tv
[1] https://twitter.com/ThomasVanDamme4/status/1451569262741622786

Top URLs in Tweet in G3:
[14] http://Coda.Br
[6] http://www.verigazeteciligi.com/rda-veri-gorsellestirme-uzerine-ggplot2-ve-otesi/
[6] https://gijc21.us2.pathable.com/
[5] https://www.r-bloggers.com/2021/10/largest-data-journalism-conference-in-latin-america-coda-br-starts-nov-8/
[4] http://www.verigazeteciligi.com/harita-kolleksiyonu/
[4] http://www.verigazeteciligi.com/verileri-yorumlama-rakamlari-nasil-okuyacaginizi-bildiginizden-emin-olmak-icin-ipuclari/
[4] http://www.verigazeteciligi.com/veri-gazeteciliginde-esitlik-ve-etik-icin-7-adim/
[4] https://outoforder.news24.com/
[3] https://gijn.org/2021/10/22/data-journalism-top-10-climate-change-fake-google-reviews/
[3] https://us19.campaign-archive.com/?u=b2c7e2c0521616bfbd8413e46&id=4f5ef936eb

Top URLs in Tweet in G4:
[2] https://gijn.org/2021/10/22/data-journalism-top-10-climate-change-fake-google-reviews/
[2] https://twitter.com/feedthedrummer/status/1452231910315499527
[2] https://gov.uk/
[1] https://gijn.org/resources-for-finding-and-using-satellite-images/
[1] https://twitter.com/ampepers/status/1449496875028004867
[1] https://library.oapen.org/bitstream/handle/20.500.12657/47509/9789048542079.pdf?sequence=1&isAllowed=y
[1] https://www.webscreenscraping.com/
[1] https://twitter.com/KaraNewhouse/status/1450089516514123783
[1] https://twitter.com/sfchronicle/status/1449186874157723653
[1] https://sim7creative.co.uk/lounge/the-science-behind-the-craft-of-copywriting/

Top URLs in Tweet in G5:
[1] https://correctiv.org/top-stories/2021/10/21/cumex-files-2/#milliarden

Top URLs in Tweet in G6:
[10] https://globalreportingcentre.org/news/tiny-foundation-fellowships-for-investigative-journalism/
[1] https://www.qatar.northwestern.edu/about/faculty-searches.html
[1] https://twitter.com/GlobalRepCentre/status/1450110927244779523

Top URLs in Tweet in G8:
[1] https://www.datawrapper.de/

Top URLs in Tweet in G9:
[1] https://twitter.com/ReportingHealth/status/1450864813869912065
[1] https://niemanreports.org/articles/in-an-era-of-misinformation-and-tracking-technology-long-held-journalism-norms-are-shifting/

Top URLs in Tweet in G10:
[9] https://www.newslaundry.com/fellowship

Top Domains
Top Domains in Tweet in Entire Graph:
[81] twitter.com
[48] gijn.org
[27] verigazeteciligi.com
[25] datacenterfrontier.com
[16] cognitivo.ai
[15] coda.br
[15] youtube.com
[13] journaliststoolbox.org
[11] pathable.com
[11] globalreportingcentre.org

Top Domains in Tweet in G1:
[30] gijn.org
[13] journaliststoolbox.org
[3] datajournalism.com
[2] twitter.com
[2] addevent.com
[2] istories.media
[2] novayagazeta.ru
[2] theguardian.com
[1] pathable.com
[1] globalreportingcentre.org

Top Domains in Tweet in G2:
[2] openparliament.tv
[1] twitter.com

Top Domains in Tweet in G3:
[27] verigazeteciligi.com
[14] coda.br
[10] pathable.com
[9] gijn.org
[7] news24.com
[5] r-bloggers.com
[4] nodexlgraphgallery.org
[3] campaign-archive.com
[3] org.tr
[2] r-consortium.org

Top Domains in Tweet in G4:
[27] twitter.com
[4] gijn.org
[3] co.uk
[3] linkedin.com
[3] gov.uk
[2] org.uk
[2] medium.com
[2] decrypt.co
[2] facebook.com
[2] substack.com

Top Domains in Tweet in G5:
[1] correctiv.org

Top Domains in Tweet in G6:
[10] globalreportingcentre.org
[1] northwestern.edu
[1] twitter.com

Top Domains in Tweet in G8:
[1] datawrapper.de

Top Domains in Tweet in G9:
[1] twitter.com
[1] niemanreports.org

Top Domains in Tweet in G10:
[9] newslaundry.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[269] ddj
[122] dataviz
[85] cumex
[85] steuerbetrug
[43] data
[40] jobalert
[39] datajournalism
[38] journalism
[34] gijc21
[17] pandorapapers



Top Hashtags in Tweet in G1:
[53] ddj
[23] datajournalism
[14] pandorapapers
[10] data
[9] covid19
[8] dataviz
[6] investigative
[5] gijc21
[2] journalism
[1] bethemedia

Top Hashtags in Tweet in G2:
[2] civictech
[2] opendata
[2] opensource
[2] ddj
[1] digitaldemocracy
[1] digitaledemokratie

Top Hashtags in Tweet in G3:
[54] ddj
[24] gijc21
[20] dataviz
[11] rstats
[6] verigazeteciliği
[6] ggplot2
[4] map
[3] datascience
[3] outoforder
[2] verigörselleştirme

Top Hashtags in Tweet in G4:
[12] ddj
[6] journalism
[2] bigdata
[2] dj
[2] music
[2] electronicmusic
[2] house
[2] edm
[2] datadrivenjournalism
[1] journalismdatascraping

Top Hashtags in Tweet in G5:
[84] cumex
[84] ddj
[84] dataviz
[84] steuerbetrug

Top Hashtags in Tweet in G6:
[1] academicjobs
[1] nuqproud
[1] pandorapapers

Top Hashtags in Tweet in G8:
[40] jobalert
[1] mediajobs

Top Words
Top Words in Tweet in Entire Graph:
[903] data
[815] journalism
[267] #ddj
[172] open
[152] launch
[147] parliament
[146] tv
[146] 15
[144] openparltv
[138] die

Top Words in Tweet in G1:
[67] data
[64] gijn
[53] #ddj
[53] journalism
[41] в
[38] 10
[28] tools
[27] top
[26] datajournalism
[25] bahareh360

Top Words in Tweet in G2:
[144] open
[144] parliament
[144] tv
[144] launch
[144] 15
[142] openparltv
[105] monaten
[105] arbeit
[105] monatigen
[105] testphase

Top Words in Tweet in G3:
[56] data
[54] #ddj
[45] journalism
[43] alastairotter
[39] veri
[38] project
[38] we've
[38] working
[36] municipality
[36] near

Top Words in Tweet in G4:
[115] data
[97] journalism
[15] more
[12] #ddj
[10] research
[9] news
[8] media
[7] story
[6] press
[6] practice

Top Words in Tweet in G5:
[84] die
[84] #cumex
[84] milliarden
[84] besser
[84] investiert
[84] gewesen
[84] schöne
[84] aufbereitung
[84] correctiv_org
[84] #ddj

Top Words in Tweet in G6:
[66] globalrepcentre
[61] allthecitizens
[47] fellowships
[42] tiny
[42] foundation
[42] investigative
[39] offer
[38] partnering
[38] inaugural
[32] tech

Top Words in Tweet in G7:
[100] week
[100] gap
[50] saliltripathi
[50] pfizer
[50] vaccine
[50] used
[50] between
[50] doses
[50] whereas
[50] covishield

Top Words in Tweet in G8:
[41] data
[41] journalism
[40] #jobalert
[40] mint's
[40] fabulous
[40] team
[40] plain
[40] facts
[40] looking
[40] member

Top Words in Tweet in G9:
[35] data
[30] personal
[30] news
[30] usc
[30] annenberg
[30] center
[30] health
[30] journalism
[30] 2021
[30] fellow

Top Words in Tweet in G10:
[65] apply
[56] last
[56] date
[56] 'data
[56] journalism
[56] fellowship'
[56] partnership
[56] indiadataporta1
[56] extended
[47] newslaundry

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[332] data,journalism
[146] open,parliament
[146] parliament,tv
[146] tv,launch
[146] launch,15
[144] openparltv,open
[106] 15,monaten
[106] monaten,arbeit
[106] arbeit,monatigen
[106] monatigen,testphase

Top Word Pairs in Tweet in G1:
[39] data,journalism
[22] top,10
[22] 10,#ddj
[17] duncanand,spoke
[14] don,miss
[14] live,pirhoo
[14] icijorg,used
[13] miss,live
[13] pirhoo,one
[13] one,#pandorapapers

Top Word Pairs in Tweet in G2:
[144] open,parliament
[144] parliament,tv
[144] tv,launch
[144] launch,15
[142] openparltv,open
[105] 15,monaten
[105] monaten,arbeit
[105] arbeit,monatigen
[105] monatigen,testphase
[105] testphase,geht

Top Word Pairs in Tweet in G3:
[42] data,journalism
[38] we've,working
[36] municipality,near
[36] near,collapse
[36] collapse,project
[36] project,we've
[36] working,great
[36] great,team
[36] team,collaborators
[36] collaborators,thrilled

Top Word Pairs in Tweet in G4:
[39] data,journalism
[4] data,protection
[4] journalism,handbook
[4] investigative,journalism
[3] journalism,data
[3] data,analysis
[3] guarantee,top
[3] top,grades
[3] grades,pay
[3] pay,essays

Top Word Pairs in Tweet in G5:
[84] die,#cumex
[84] #cumex,milliarden
[84] milliarden,besser
[84] besser,investiert
[84] investiert,gewesen
[84] gewesen,schöne
[84] schöne,aufbereitung
[84] aufbereitung,correctiv_org
[84] correctiv_org,#ddj
[84] #ddj,#dataviz

Top Word Pairs in Tweet in G6:
[42] tiny,foundation
[42] foundation,fellowships
[41] fellowships,investigative
[38] offer,inaugural
[38] inaugural,tiny
[29] big,tech
[29] tech,data
[29] data,privacy
[29] partnering,globalrepcentre
[29] globalrepcentre,offer

Top Word Pairs in Tweet in G7:
[100] week,gap
[50] saliltripathi,pfizer
[50] pfizer,vaccine
[50] vaccine,used
[50] used,week
[50] gap,between
[50] between,doses
[50] doses,whereas
[50] whereas,covishield
[50] covishield,india

Top Word Pairs in Tweet in G8:
[41] data,journalism
[40] #jobalert,mint's
[40] mint's,fabulous
[40] fabulous,data
[40] journalism,team
[40] team,plain
[40] plain,facts
[40] facts,looking
[40] looking,member
[40] member,apply

Top Word Pairs in Tweet in G9:
[30] personal,news
[30] news,usc
[30] usc,annenberg
[30] annenberg,center
[30] center,health
[30] health,journalism
[30] journalism,2021
[30] 2021,data
[30] data,fellow
[30] fellow,honored

Top Word Pairs in Tweet in G10:
[56] last,date
[56] date,apply
[56] apply,'data
[56] 'data,journalism
[56] journalism,fellowship'
[56] fellowship',partnership
[56] partnership,indiadataporta1
[56] indiadataporta1,extended
[47] newslaundry,last
[47] extended,we'

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@openparltv
@correctiv_org
@chelm
@gijn
@globalrepcentre
@allthecitizens
@indiadataporta1
@abhishbanerj
@saliltripathi
@newslaundry

Top Mentioned in G1:
@gijn
@datajournalism
@bahareh360
@duncanand
@pirhoo
@icijorg
@journtoolbox
@guardian
@srf
@nodexl

Top Mentioned in G2:
@openparltv
@mr_dudders

Top Mentioned in G3:
@alastairotter
@dagmedyaveri
@gijnafrica
@gijnturkish
@branthouston
@j_la28
@gianninasegnini
@voydorg
@rladiesankara
@rconsortium

Top Mentioned in G4:
@brilliant_1990
@emmalbriant
@agbutteriss

Top Mentioned in G5:
@correctiv_org
@chelm
@openparltv

Top Mentioned in G6:
@globalrepcentre
@allthecitizens
@carolecadwalla
@nuqatar
@mkraidy
@dx_iff
@traceydurning
@gijn
@britneydennison
@datajournalism

Top Mentioned in G7:
@abhishbanerj
@saliltripathi

Top Mentioned in G8:
@tanaysukumar
@vijdankawoosa

Top Mentioned in G9:
@aurabogado
@niemanreports

Top Mentioned in G10:
@indiadataporta1
@newslaundry

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@chidambara09
@_redfrog
@bunrxm
@prpnews
@lizditz
@cybersecurityn8
@indiatoday
@reuters
@discovertech3

Top Tweeters in G1:
@_redfrog
@reuters
@business
@guardian
@milatrud11
@skynews
@terpsichore_los
@discord
@planetscape
@kevinrns

Top Tweeters in G2:
@discovertech3
@emet_news_press
@opensource_orgs
@the404code
@ldrscke
@marv2punkt0
@rocknproll
@pythonroboto
@honkhase
@dnkrupinski

Top Tweeters in G3:
@stachanna
@vedatsamur
@news24
@rstatstweet
@developerbot_v1
@dazmsmith
@cathjenkin
@braincures
@corrie206
@googlemaps

Top Tweeters in G4:
@prpnews
@knittingknots
@chandanrtcs
@anarcho
@laboescapes
@aontaithe2021
@andhravilasnews
@money_personal
@grjenkin
@cleanstrike

Top Tweeters in G5:
@fischblog
@davepermen
@fraufoo
@a_ka_es
@fflauschkatze
@juliapuehringer
@bwassertisch
@littleteddym
@sandzwerg
@thebusinessnet

Top Tweeters in G6:
@iamjoetrudeau
@golwgymor
@b_sputnik
@david96212152
@tarasovadina10
@kcorr54
@wunpini_fm
@imchaffie
@patstagepage
@marspioneer

Top Tweeters in G7:
@dewbispeaks
@neergopal
@mandarsawant184
@nuggettoffy
@deepaksnarky
@samikm_2003
@begusaraiwala
@biren_b
@rinseandrepeat2
@lightngmoonking

Top Tweeters in G8:
@calamur
@gauravsaha
@hiringcare
@abhinavcj
@kaul_vivek
@notmengele
@akrii_p
@nikhilrampal1
@kumarmalaysingh
@paisatish

Top Tweeters in G9:
@bunrxm
@estarianne
@asiaronn
@herhandsmyhands
@trulytafakari
@cbl2
@elpacifico66
@nolabookfair
@colocha_rachel
@amyalex63

Top Tweeters in G10:
@reachxdias
@idhairya
@pankajs09547451
@lord74891632
@yp56inches
@newslaundry
@violentveggy
@abhinandansekhr
@simonbinoy
@videomixing