#ddj OR (data journalism), Twitter, 3/7/2022 8:41:41 PM, 272741


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#ddj OR (data journalism)_2022-03-07_08-50-45.xlsx
#ddj OR (data journalism)_2022-03-07_08-50-45.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 07, 2022
Short Description:
#ddj OR (data journalism) via NodeXL https://bit.ly/3sOCOt6
@gijn
@datajournalism
@cronycle
@marvinmilatz
@occrp
@easyinve
@ondatait
@warninggraphicc
@rightrelevance
@flowingdata

Top hashtags:
#ddj
#nicar22
#ukraine
#journalism
#data
#opensource
#open
#search

Description:
Description
The graph represents a network of 1,111 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, 07 March 2022 at 16:52 UTC.

The requested start date was Monday, 07 March 2022 at 01:01 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 4-day, 11-hour, 55-minute period from Monday, 28 February 2022 at 03:00 UTC to Friday, 04 March 2022 at 14:55 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 : 1111
Unique Edges : 769
Edges With Duplicates : 1373
Total Edges : 2142
Number of Edge Types : 5
Retweet : 607
Tweet : 179
MentionsInRetweet : 888
Mentions : 406
Replies to : 62
Self-Loops : 195
Reciprocated Vertex Pair Ratio : 0.0357439733998337
Reciprocated Edge Ratio : 0.0690208667736758
Connected Components : 226
Single-Vertex Connected Components : 69
Maximum Vertices in a Connected Component : 265
Maximum Edges in a Connected Component : 624
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.798327
Graph Density : 0.00101037130740101
Modularity : 0.574087
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,111 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, 07 March 2022 at 16:52 UTC.

The requested start date was Monday, 07 March 2022 at 01:01 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 4-day, 11-hour, 55-minute period from Monday, 28 February 2022 at 03:00 UTC to Friday, 04 March 2022 at 14:55 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:
[15] https://gijn.org/2022/03/04/data-journalism-top-10-ukraine-covid-clothing-food-gijn/
[12] https://gijn.org/2022/02/25/data-journalism-top-10-ukraine-russia-conflict-suisse-secrets-figure-skating-quads-and-data-journalism-survey/
[12] https://africauncensored.online/play-therapy/
[6] https://correctiv.org/en/latest-stories/2022/03/01/sanctions-tracker-live-monitoring-of-all-sanctions-against-russia/
[6] https://datahandbook.lab.imedd.org/
[4] https://instituteforpr.org/2022-disinformation-report/
[3] https://www.cjr.org/innovations/gumshoe-foia-data-dumps-ai.php
[3] https://whatsnewinpublishing.com/robots-produce-the-information-journalists-do-the-journalism-mcclatchy-goes-real-estate-robotic/
[3] https://datacenterfrontier.com/market-changes-drive-data-center-management-evolution/
[3] https://datacenterfrontier.com/cloud-shift-may-accelerate-as-edge-extends-into-on-premises-facilities/

Top URLs in Tweet in G1:
[13] https://gijn.org/2022/03/04/data-journalism-top-10-ukraine-covid-clothing-food-gijn/
[6] https://datahandbook.lab.imedd.org/
[4] https://gijn.org/2022/02/25/data-journalism-top-10-ukraine-russia-conflict-suisse-secrets-figure-skating-quads-and-data-journalism-survey/
[2] https://datajournalism.com/read/blog/data-journalism-survey-2021
[1] https://gijn.org/2021/05/26/how-to-use-data-journalism-to-cover-war-and-conflict/
[1] https://datahandbook.lab.imedd.org/el/
[1] https://go.ejc.net/l/893741/2022-03-01/3dq1r7
[1] https://datajournalism.com/read/handbook/verification-3
[1] https://datajournalism.com/survey/2021/
[1] https://twitter.com/iMEdDLab/status/1498689200920866816

Top URLs in Tweet in G2:
[2] https://gijn.org/2022/02/25/data-journalism-top-10-ukraine-russia-conflict-suisse-secrets-figure-skating-quads-and-data-journalism-survey/
[2] https://stacker.com/new-york/new-york-city/highest-paying-jobs-new-york-city-dont-require-college-degree
[2] https://blogs.ec.europa.eu/ECintheUK/data-protection-laws-to-kill-off-investigative-journalism/
[2] https://mobile.twitter.com/euro_myths/status/1007208565508067328
[1] https://datajournalism.com/read/blog/data-journalism-survey-2021
[1] https://twitter.com/tiefenthaeler/status/1498285710079676416
[1] https://twitter.com/PMNCH/status/1497180357812232210
[1] https://observesummit.com/
[1] https://ladatacuenta.com/2022/02/28/cr_emisiones/
[1] https://www.datasketch.co/blog/data-journalism/russia-and-ukraines-military-strength-same-data-different-visualizations/

Top URLs in Tweet in G3:
[2] https://apps.machlis.com/shiny/nicar22/
[1] https://www.cjr.org/innovations/gumshoe-foia-data-dumps-ai.php
[1] https://www.youtube.com/watch?app=desktop&v=x-y7tRpq7xM
[1] https://twitter.com/palewire/status/1497978772343062529
[1] https://docs.google.com/forms/d/e/1FAIpQLSdu1QrfMCuC_hrlBDOKiY8wVcJyeo0g3j3VeyRJtD9yUuHB6w/viewform?usp=send_form
[1] https://apps.machlis.com/shiny/nicar20_resources/
[1] https://www.infoworld.com/article/3515712/how-to-search-twitter-with-rtweet-and-r.html
[1] https://youtu.be/O0gTv9VGRig
[1] https://corymccartan.github.io/easycensus/
[1] https://www.francetvinfo.fr/sante/maladie/coronavirus/infographies-covid-19-qui-sont-les-20-000-morts-de-la-cinquieme-vague_4973940.html

Top URLs in Tweet in G4:
[1] https://interaktiv.tagesspiegel.de/lab/wie-weit-sind-die-soldaten-aktuelle-karte-der-russischen-invasion-in-der-ukraine/

Top URLs in Tweet in G5:
[1] https://www.ilpost.it/2022/03/01/mappa-canoni-concessioni-stabilimenti-balneari/
[1] https://datajournalism.com/survey/2021/

Top URLs in Tweet in G6:
[1] https://www.alhadaqa.com/
[1] https://gijn.org/2022/03/04/data-journalism-top-10-ukraine-covid-clothing-food-gijn/
[1] https://ipi.media/how-scrolla-is-reimagining-south-african-journalism/
[1] https://gijn.org/2022/02/25/data-journalism-top-10-ukraine-russia-conflict-suisse-secrets-figure-skating-quads-and-data-journalism-survey/
[1] https://app.cronycle.com/discovery/topics/data%20driven%20journalism?activeTab=influencers&utm_source=Twitter&utm_medium=tweet&utm_topic=datadrivenjournalism

Top URLs in Tweet in G7:
[1] https://www.straitstimes.com/asia/se-asia/alarm-bells-ring-for-mangroves-in-unesco-recognised-reserve-in-vietnam
[1] https://southeastasiaglobe.com/thailand-electricity-laos-mekong-power/
[1] https://www.scmp.com/week-asia/health-environment/article/3153777/thai-military-feels-heat-over-plan-solar-farm

Top URLs in Tweet in G8:
[1] https://www.economist.com/graphic-detail/2022/02/28/russians-in-every-major-city-and-region-call-for-nowar
[1] https://wie-gelingt-die-energiewende.smc.page/
[1] https://twitter.com/PatrickStotz/status/1499105853747744775
[1] https://www.spiegel.de/wissenschaft/mensch/windkraftausbau-in-bayern-und-deutschland-so-blockiert-die-10-h-regel-die-energiewende-a-452401ea-aac0-41ad-9b20-504b74a6f2d2

Top URLs in Tweet in G9:
[1] https://econ.trib.al/FhHgkz7
[1] https://econ.trib.al/fBL1oAf

Top URLs in Tweet in G10:
[3] https://datacenterfrontier.com/cloud-shift-may-accelerate-as-edge-extends-into-on-premises-facilities/
[3] https://datacenterfrontier.com/market-changes-drive-data-center-management-evolution/
[2] https://datacenterfrontier.com/corscale-launches-its-data-center-platform-with-northern-virginia-campus/
[2] https://www.datacenterdynamics.com/en/news/frederick-county-looks-to-amend-data-center-zoning-laws-in-wake-of-aws-project-withdrawal/?utm_content=bufferb6ebe&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://datacenterfrontier.com/sustainable-data-centers-powering-the-fourth-industrial-revolution/
[2] https://datacenterfrontier.com/top-10-data-center-stories-for-february-2022/
[2] https://datacenterfrontier.com/growing-pains-loudoun-county-debates-the-future-of-its-data-centers/
[2] https://datacenterfrontier.com/environmental-sustainability-management-the-fourth-pillar/
[1] https://datacenterfrontier.com/stack-infrastructure-goes-global-integrates-ipi-data-centers-in-europe/
[1] https://datacenterfrontier.com/top-10-data-center-stories-for-february-2022/?utm_content=buffer7cf19&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top Domains
Top Domains in Tweet in Entire Graph:
[47] twitter.com
[31] gijn.org
[20] datacenterfrontier.com
[12] africauncensored.online
[7] google.com
[7] correctiv.org
[7] imedd.org
[7] datajournalism.com
[5] github.io
[5] co.uk

Top Domains in Tweet in G1:
[20] gijn.org
[7] imedd.org
[4] datajournalism.com
[2] twitter.com
[1] ejc.net
[1] freepressunlimited.org

Top Domains in Tweet in G2:
[18] twitter.com
[4] gijn.org
[2] stacker.com
[2] europa.eu
[2] europeandatajournalism.eu
[1] datajournalism.com
[1] observesummit.com
[1] ladatacuenta.com
[1] datasketch.co
[1] diplateevo.com

Top Domains in Tweet in G3:
[3] machlis.com
[2] twitter.com
[1] cjr.org
[1] youtube.com
[1] google.com
[1] infoworld.com
[1] youtu.be
[1] github.io
[1] francetvinfo.fr

Top Domains in Tweet in G4:
[1] tagesspiegel.de

Top Domains in Tweet in G5:
[1] ilpost.it
[1] datajournalism.com

Top Domains in Tweet in G6:
[2] gijn.org
[1] alhadaqa.com
[1] ipi.media
[1] cronycle.com

Top Domains in Tweet in G7:
[1] straitstimes.com
[1] southeastasiaglobe.com
[1] scmp.com

Top Domains in Tweet in G8:
[1] economist.com
[1] smc.page
[1] twitter.com
[1] spiegel.de

Top Domains in Tweet in G9:
[2] trib.al

Top Domains in Tweet in G10:
[20] datacenterfrontier.com
[2] datacenterdynamics.com
[1] internationaldatacenterday.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[109] ddj
[55] nicar22
[40] ukraine
[39] journalism
[38] data
[31] opensource
[31] open
[31] search
[28] datajournalism
[27] dataviz



Top Hashtags in Tweet in G1:
[22] ddj
[13] datajournalism
[2] imeddlab
[1] suissesecrets
[1] osint
[1] investigativejournalism
[1] verificationhandbook
[1] journalists
[1] datajournalists
[1] m4w2022

Top Hashtags in Tweet in G2:
[9] ddj
[4] data
[4] journalism
[4] nicar22
[2] fakenews
[2] brexitfakenews
[2] stopfundinghate
[2] euromyths
[2] news
[1] nigeria

Top Hashtags in Tweet in G3:
[35] nicar22
[23] rstats
[17] python
[15] ddj
[13] javascript
[12] excel
[10] storybench
[5] storybenchnicar2022
[3] covid19
[2] tech

Top Hashtags in Tweet in G4:
[21] ukraine
[2] ddj
[1] ukrainekrieg

Top Hashtags in Tweet in G5:
[1] ddj

Top Hashtags in Tweet in G6:
[2] journalism
[1] ddj
[1] datajournalism
[1] retweet
[1] retweetme
[1] retweetplease
[1] data
[1] suissesecrets
[1] datadrivenjournalism
[1] media

Top Hashtags in Tweet in G7:
[5] mekong
[4] solar
[4] thailand
[2] hydropower
[2] mangrove
[1] vietnam
[1] womenshistorymonth

Top Hashtags in Tweet in G8:
[14] нетвойне
[3] ddj
[2] datajournalism
[1] data
[1] dataviz

Top Hashtags in Tweet in G10:
[18] datacenter
[12] cloud
[4] sustainability
[3] edge
[3] hybrid
[3] datacentermanagement
[3] facilitymanagement
[3] hyperscale
[3] edgecomputing
[2] girlscouts

Top Words
Top Words in Tweet in Entire Graph:
[629] data
[471] journalism
[109] #ddj
[91] more
[66] die
[62] war
[55] #nicar22
[54] great
[52] ukraine
[52] many

Top Words in Tweet in G1:
[53] data
[42] gijn
[28] 10
[27] top
[24] russia's
[22] #ddj
[22] war
[19] producing
[18] newsroom
[18] teams

Top Words in Tweet in G2:
[76] data
[69] journalism
[25] research
[23] paper
[17] study
[16] essays
[16] case
[15] philosophy
[13] pay
[11] coursework

Top Words in Tweet in G3:
[40] data
[38] journalism
[35] #nicar22
[27] sharon000
[24] conference
[23] #rstats
[20] resources
[17] #python
[15] #ddj
[14] stay

Top Words in Tweet in G4:
[34] die
[33] unserer
[33] karte
[31] plateauton
[21] lassen
[21] angriffsbewegungen
[21] #ukraine
[21] tagesspiegel
[21] zeitverlauf
[21] erkunden

Top Words in Tweet in G5:
[26] delle
[25] quanto
[25] costano
[25] concessioni
[25] agli
[25] stabilimenti
[25] balneari
[25] mappa
[25] osservare
[25] tutti

Top Words in Tweet in G6:
[17] data
[13] journalism
[5] specialist
[5] top
[4] danielmabiorkuereng
[4] freelance
[4] journalist
[4] multimedia
[4] lab
[4] assistant

Top Words in Tweet in G7:
[17] journalism
[14] major
[13] earthjournalism
[12] late
[12] 2020
[12] ejn
[12] asked
[12] question
[12] women
[12] reporters

Top Words in Tweet in G8:
[15] more
[14] great
[14] data
[14] journalism
[14] sondreus
[14] eljlees
[14] benthrosby
[14] showing
[14] protest
[14] hashtag

Top Words in Tweet in G9:
[26] data
[26] journalism
[24] science
[23] theeconomist
[15] team
[13] uses
[13] cutting
[13] edge
[13] methods
[13] ask

Top Words in Tweet in G10:
[31] data
[20] center
[18] #datacenter
[12] dcfrontier
[12] #cloud
[11] centers
[7] management
[6] cloud
[6] facilities
[5] 2022

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[227] data,journalism
[34] journalism,conference
[33] top,10
[31] #opensource,release
[31] release,beta
[31] beta,#open
[31] many,upgrades
[29] opensemsearch,#opensource
[27] investigative,journalism
[25] data,visualization

Top Word Pairs in Tweet in G1:
[24] top,10
[18] newsroom,data
[18] data,teams
[18] teams,germany
[18] germany,brazil
[18] brazil,taiwan
[18] taiwan,qatar
[18] qatar,busy
[18] busy,producing
[18] producing,maps

Top Word Pairs in Tweet in G2:
[27] data,journalism
[16] case,study
[11] coursework,case
[11] assignment,research
[11] research,paper
[11] paper,paper
[10] study,philosophy
[10] philosophy,assignment
[10] paper,pay
[8] essays,coursework

Top Word Pairs in Tweet in G3:
[35] data,journalism
[23] journalism,conference
[14] stay,tuned
[14] #nicar22,data
[13] #python,#javascript
[12] great,list
[12] list,data
[12] journalism,#ddj
[12] #ddj,resources
[12] resources,#excel

Top Word Pairs in Tweet in G4:
[21] lassen,die
[21] die,angriffsbewegungen
[21] angriffsbewegungen,#ukraine
[21] #ukraine,unserer
[21] unserer,tagesspiegel
[21] tagesspiegel,karte
[21] karte,zeitverlauf
[21] zeitverlauf,erkunden
[20] plateauton,lassen
[20] erkunden,kudo

Top Word Pairs in Tweet in G5:
[25] quanto,costano
[25] costano,concessioni
[25] concessioni,agli
[25] agli,stabilimenti
[25] stabilimenti,balneari
[25] balneari,mappa
[25] mappa,osservare
[25] osservare,tutti
[25] tutti,canoni
[25] canoni,concessione

Top Word Pairs in Tweet in G6:
[11] data,journalism
[4] danielmabiorkuereng,freelance
[4] freelance,journalist
[4] journalist,multimedia
[4] multimedia,lab
[4] lab,assistant
[4] assistant,data
[4] data,collection
[4] collection,specialist
[4] specialist,communication

Top Word Pairs in Tweet in G7:
[12] late,2020
[12] 2020,ejn
[12] ejn,asked
[12] asked,major
[12] major,question
[12] question,women
[12] women,reporters
[12] reporters,sources
[12] sources,environmental
[12] environmental,journalism

Top Word Pairs in Tweet in G8:
[14] more,great
[14] great,data
[14] data,journalism
[14] journalism,sondreus
[14] sondreus,eljlees
[14] eljlees,benthrosby
[14] benthrosby,showing
[14] showing,protest
[14] protest,hashtag
[14] hashtag,#нетвойне

Top Word Pairs in Tweet in G9:
[14] data,journalism
[14] journalism,team
[13] team,uses
[13] uses,cutting
[13] cutting,edge
[13] edge,methods
[13] methods,ask
[13] ask,answer
[13] answer,important
[13] important,relevant

Top Word Pairs in Tweet in G10:
[20] data,center
[11] data,centers
[8] #datacenter,#cloud
[4] center,management
[4] top,10
[4] 10,data
[4] center,stories
[4] stories,february
[4] february,2022
[4] akamai,meta

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@gijn
@plateauton
@opensemsearch
@sharon000
@correctiv_org
@easyinve
@theeconomist
@datajournalism
@tagesspiegel
@priusquamferiat

Top Mentioned in G1:
@gijn
@datajournalism
@nytimes
@imeddlab
@reuters
@ajlabs
@wsj
@imedd_org
@bb_liliana
@datawrapper

Top Mentioned in G2:
@essaywriters02
@academichelp_5
@dj_markovicc
@hechaenchicago

Top Mentioned in G3:
@sharon000
@github
@storybench
@maaishao
@math_lehot
@cichuck
@fedfragapane
@la_lettura
@corymccartan

Top Mentioned in G4:
@plateauton
@tagesspiegel
@pltcldvlpr
@farangiesg
@ninabcdefghi
@diskomanni

Top Mentioned in G5:
@easyinve
@ilpost
@datajournalism

Top Mentioned in G6:
@defyhatenowea
@albertocairo
@mohamad_waked
@uminteractive
@umsoc
@gijnafrica
@affendi_xiii
@scrollaafrica
@washingtonpost

Top Mentioned in G7:
@earthjournalism
@eastwestcenter
@unesco
@stimsoncenter
@straits_times
@scmpnews

Top Mentioned in G8:
@sondreus
@eljlees
@benthrosby
@alexselbyb
@spiegel_data
@warninggraphicc
@datajournalism
@smc_germany_lab

Top Mentioned in G9:
@theeconomist

Top Mentioned in G10:
@dcfrontier
@akamai
@meta
@google
@linode
@schneiderna
@safety_viking
@awscloud
@ronvokoun
@cbredatacenters

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@world_news_eng
@ipythonistabot
@cybersecurityn8
@morolswediu
@discovertech3
@ary_antipt
@socolimeshot
@reuters
@habbradley

Top Tweeters in G1:
@ary_antipt
@reuters
@business
@guardian
@telegraph
@nytimes
@euwatchers
@elmundoes
@wsj
@garychun

Top Tweeters in G2:
@italpress
@kitson
@davidcranmerun1
@derekwillis
@estate4
@tim2040
@ecobearwitness
@latenightparent
@euro_myths
@karenkho

Top Tweeters in G3:
@ipythonistabot
@morolswediu
@fabriciosx
@codewithtwitchi
@rstatstweet
@goaidev
@botfordev
@pythonroboto
@sprint_code
@cichuck

Top Tweeters in G4:
@tagesspiegel
@beltschazzara
@nessi6688
@ystricera
@greenfranzi
@johannesneuber2
@glocalreporting
@alx_froehlich
@juliusbetschka
@kerstenlewerenz

Top Tweeters in G5:
@ilpost
@clarissa_gmai
@zzucicciu
@piersoft
@franceskonew
@alegrassi22
@ovileitalia
@laleggivendola
@napo
@aborruso

Top Tweeters in G6:
@washingtonpost
@albertocairo
@jburnmurdoch
@visualisingdata
@globalfreemedia
@smfrogers
@gijnafrica
@nelsonkwaje
@ahmed_zakal7
@jimadavid1

Top Tweeters in G7:
@straits_times
@scmpnews
@franksowa1
@bnic
@kamarulbahrin
@febrofirdaus
@okkymadasari
@unesco
@bhavreenmk
@stimsoncenter

Top Tweeters in G8:
@davidqhog
@dash_game29
@lizzier459
@uselessfancyboi
@kevinweston13
@ruffino_lorenzo
@kelceyfox9
@bleicher_joanna
@alexselbyb
@stekhn

Top Tweeters in G9:
@world_news_eng
@socolimeshot
@viriyabot
@vmrwanda
@theeconomist
@majamboke
@nuochan
@tweet4852
@deduped_economi
@maskedanwaeldin

Top Tweeters in G10:
@google
@girlscouts
@awscloud
@ronvokoun
@tech_journalism
@akamai
@schneiderna
@meta
@dcfrontier
@linode


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