#ddj OR (data journalism) since:2021-11-22 until:2021-11-29, Twitter, 11/29/2021 2:24:56 PM, 267186


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#ddj OR (data journalism) since:2021-11-22 until:2021-11-29 Twitter NodeXL SNA Map and Report for Mo
#ddj OR (data journalism) since:2021-11-22 until:2021-11-29 Twitter NodeXL SNA Map and Report for Mo
From:
SMRFoundation
Uploaded on:
November 29, 2021
Short Description:
#ddj OR (data journalism) since:2021-11-22 until:2021-11-29 via NodeXL https://bit.ly/3riiznm
@philninh
@datajournalism
@tagesspiegel
@plateauton
@jacopoottaviani
@gijnafrica
@kuangkeng
@gijnru
@reyaika
@pcijdotorg

Top hashtags:
#ddj
#corona
#datajournalism
#dataviz

Description:
Description
The graph represents a network of 2,182 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2021-11-22 until:2021-11-29", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 29 November 2021 at 14:20 UTC.

The tweets in the network were tweeted over the 6-day, 22-hour, 53-minute period from Monday, 22 November 2021 at 00:17 UTC to Sunday, 28 November 2021 at 23:11 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 : 2182
Unique Edges : 3253
Edges With Duplicates : 331
Total Edges : 3584
Number of Edge Types : 5
Tweet : 276
Replies to : 138
Retweet : 1311
MentionsInRetweet : 1231
Mentions : 628
Self-Loops : 301
Reciprocated Vertex Pair Ratio : 0.0199613650998068
Reciprocated Edge Ratio : 0.0391414141414141
Connected Components : 338
Single-Vertex Connected Components : 111
Maximum Vertices in a Connected Component : 864
Maximum Edges in a Connected Component : 1932
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.417257
Graph Density : 0.000665694181605912
Modularity : 0.797242
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 2,182 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2021-11-22 until:2021-11-29", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 29 November 2021 at 14:20 UTC.

The tweets in the network were tweeted over the 6-day, 22-hour, 53-minute period from Monday, 22 November 2021 at 00:17 UTC to Sunday, 28 November 2021 at 23:11 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 : TwitterSearch
Graph Term : #ddj OR (data journalism) since:2021-11-22 until:2021-11-29
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 : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[465] https://interaktiv.tagesspiegel.de/lab/impfschutz-im-zeitverlauf-wie-gut-bin-ich-noch-geschuetzt/
[51] https://www.abc.net.au/news/2021-11-24/hi-res-elevation-data-pinpoints-outlaw-logging-in-forests/100626640
[39] https://datajournalism.com/survey
[32] https://twitter.com/caj/status/1463843080495411204
[30] https://www.icfj.org/our-work/maria-ressa-big-data-analysis
[23] https://www.abc.net.au/news/2021-11-24/hi-res-elevation-data-pinpoints-outlaw-logging-in-forests/100626640?utm_source=abc_news_web&utm_medium=content_shared&utm_campaign=abc_news_web&utm_content=twitter
[22] https://projekte.sueddeutsche.de/artikel/politik/100-000-corona-tote-die-schicksale-hinter-den-zahlen-e667933/?reduced=true
[21] https://gijn.org/2021/11/19/data-journalism-top-10-toxic-air-hidden-emissions-twitters-algorithm-can-data-die/
[20] https://twitter.com/scott_abbie/status/1463898399338549253
[20] https://corehr.hrcloud.com/TBT/#/job-detail/d94f76af4482376bd4dceb5260ad5866

Top URLs in Tweet in G1:
[460] https://interaktiv.tagesspiegel.de/lab/impfschutz-im-zeitverlauf-wie-gut-bin-ich-noch-geschuetzt/
[1] https://correctiv.org/stellenangebote/developer-ux/

Top URLs in Tweet in G2:
[38] https://datajournalism.com/survey
[20] https://twitter.com/scott_abbie/status/1463898399338549253
[14] https://gijn.org/2021/11/19/data-journalism-top-10-toxic-air-hidden-emissions-twitters-algorithm-can-data-die/
[14] https://gijn.org/2021/11/22/top-10-ddj-otravlennyiy-vozduh-taynyie-vyibrosy-v-atmosferu-i-algoritm-tvittera/
[13] https://sigmaawards.org/
[10] https://datajournalism.com/survey?utm_content=buffer754d9&utm_medium=social&utm_source=twitter.com&utm_campaign=ejcsocial
[9] https://twitter.com/datajournalism/status/1463764820264693761
[8] https://datajournalism.com/read/blog/data-journalism-newsletters
[7] https://twitter.com/sigmaawards/status/1464267785383600129
[7] https://mailchi.mp/hackshackers/help-with-a-new-data-journalism-survey

Top URLs in Tweet in G3:
[7] https://www.rawstory.com/how-the-rich-benefit-under-trump/
[4] https://www.rawstory.com/fbi-probes-another-election-data-breach-linked-to-mypillow-ceo-mike-lindell/
[2] https://theathletic.com/2935360/2021/11/15/what-age-do-players-in-different-positions-peak/
[2] https://theathletic.com/2956436/2021/11/16/why-i-joined-curiosity-context-storytelling-and-facts-thats-the-data-journalism-i-want-to-bring-to-the-athletic/
[2] https://www.youtube.com/watch?v=jDpiYodNp5U

[2] https://twitter.com/CheshireLive/status/1462933920500969474
[2] https://twitter.com/sigmaawards/status/1464267785383600129
[2] https://ico.org.uk/about-the-ico/news-and-events/news-and-blogs/2019/04/helping-us-strike-the-right-balance-between-journalism-and-data-protection/
[2] https://crowdsourcingweek.com/blog/5-crowdsourced-news-platforms/
[1] https://twitter.com/LinkUpArsenal/status/1462560048551505921

Top URLs in Tweet in G4:
[51] https://www.abc.net.au/news/2021-11-24/hi-res-elevation-data-pinpoints-outlaw-logging-in-forests/100626640
[23] https://www.abc.net.au/news/2021-11-24/hi-res-elevation-data-pinpoints-outlaw-logging-in-forests/100626640?utm_source=abc_news_web&utm_medium=content_shared&utm_campaign=abc_news_web&utm_content=twitter

Top URLs in Tweet in G5:
[1] https://bylinetimes.com/2021/07/26/deeply-troubling-investigative-journalism-finds-itself-heading-towards-authoritarian-police-sta/

Top URLs in Tweet in G6:
[11] https://www.domestika.org/en/courses/2495-data-visualization-and-information-design-create-a-visual-model/federica_fragapane
[9] https://meet.google.com/kgv-jmxn-yqa
[7] https://medium.com/code-for-africa/data-driven-stories-paint-dire-effects-of-logging-36b6d90e44a3
[5] https://oxpeckers.org/2021/11/mountain-ghosts-of-the-himalayas/
[1] https://datajournalism.com/survey

Top URLs in Tweet in G8:
[32] https://twitter.com/caj/status/1463843080495411204
[8] https://www.cbc.ca/news/editorsblog/editors-note-diversity-update-1.6150424
[8] https://twitter.com/caj/status/1463843076661723137
[7] https://www.investintech.com/data-journalism-scholarship/

Top URLs in Tweet in G10:
[30] https://www.icfj.org/our-work/maria-ressa-big-data-analysis
[2] https://pcij.org/ijconph2021

Top Domains
Top Domains in Tweet in Entire Graph:
[465] tagesspiegel.de
[223] twitter.com
[74] net.au
[59] datajournalism.com
[45] gijn.org
[35] co.uk
[33] interfolio.com
[30] icfj.org
[29] google.com
[22] sueddeutsche.de

Top Domains in Tweet in G1:
[460] tagesspiegel.de
[1] correctiv.org

Top Domains in Tweet in G2:
[57] twitter.com
[56] datajournalism.com
[38] gijn.org
[16] verigazeteciligi.com
[13] sigmaawards.org
[8] mailchi.mp
[6] eventbrite.com
[6] datastories.pk
[5] aljazeera.com
[5] ac.uk

Top Domains in Tweet in G3:
[32] twitter.com
[11] rawstory.com
[6] homedjstudio.com
[4] theathletic.com
[3] org.uk
[2] ejo.ch
[2] youtube.com
[2] github.io
[2] crowdsourcingweek.com
[1] wsj.com

Top Domains in Tweet in G4:
[74] net.au

Top Domains in Tweet in G5:
[1] bylinetimes.com

Top Domains in Tweet in G6:
[11] domestika.org
[9] google.com
[7] medium.com
[5] oxpeckers.org
[1] datajournalism.com

Top Domains in Tweet in G8:
[40] twitter.com
[8] cbc.ca
[7] investintech.com

Top Domains in Tweet in G10:
[30] icfj.org
[2] pcij.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[852] ddj
[472] corona
[111] datajournalism
[95] dataviz
[89] journalism
[65] data
[39] lk
[30] nobelpeaceprize
[30] onlineviolence
[30] idevaw2021



Top Hashtags in Tweet in G1:
[461] ddj
[459] corona
[2] booster
[1] coronaimpfung
[1] hiring

Top Hashtags in Tweet in G2:
[156] ddj
[81] datajournalism
[27] dataviz
[27] journalism
[21] data
[16] sigmas22
[10] gijc21
[6] italiano
[6] ai
[6] ڈیٹاـجرنلزم

Top Hashtags in Tweet in G3:
[19] ddj
[6] pioneerdj
[5] ddj400
[4] rekordbox
[3] datajournalism
[3] corona
[2] freecourses
[2] equity
[2] ethics
[2] dataviz

Top Hashtags in Tweet in G4:
[1] lawlesslogging
[1] laborslogging

Top Hashtags in Tweet in G6:
[33] ddj
[11] datavisualization
[11] dataviz
[11] infographic
[9] wanadata
[7] lungsoftheearth
[5] wildeye
[3] mediaexhibitionug
[1] datajournalism
[1] italiano

Top Hashtags in Tweet in G8:
[9] journalism
[8] inclusion
[4] scholarship
[1] career

Top Hashtags in Tweet in G9:
[39] lk

Top Hashtags in Tweet in G10:
[30] nobelpeaceprize
[30] onlineviolence
[30] idevaw2021
[5] ijconph2021
[1] ddj

Top Words
Top Words in Tweet in Entire Graph:
[1084] data
[984] die
[945] journalism
[924] impfung
[858] #ddj
[510] 10
[472] #corona
[466] tagesspiegel
[463] hoch
[463] booster

Top Words in Tweet in G1:
[914] impfung
[914] die
[461] #ddj
[461] tagesspiegel
[459] #corona
[457] gut
[457] schützt
[457] 10
[457] juli
[457] hoch

Top Words in Tweet in G2:
[158] #ddj
[145] data
[110] journalism
[84] #datajournalism
[60] datajournalism
[56] survey
[49] 2021
[46] state
[41] trip
[41] journalismfest

Top Words in Tweet in G3:
[119] data
[100] journalism
[19] #ddj
[18] story
[12] more
[12] independent
[12] 17
[12] pay
[12] paper
[11] raw

Top Words in Tweet in G4:
[74] journalism
[50] making
[49] incredible
[49] hits
[49] facts
[49] presented
[49] immaculate
[49] clarity
[49] leaves
[49] narrowest

Top Words in Tweet in G5:
[2] spectator
[2] data

Top Words in Tweet in G6:
[33] #ddj
[32] data
[19] stories
[18] journalism
[18] design
[18] thinking
[17] case
[16] basin
[15] science
[12] dw_akademie

Top Words in Tweet in G8:
[65] journalists
[64] black
[64] indigenous
[41] journalism
[40] data
[35] time
[33] canadian
[32] lot
[32] two
[32] stand

Top Words in Tweet in G9:
[39] time
[39] good
[39] news
[39] sitting
[39] months
[39] we've
[39] raised
[39] over
[39] 340
[39] 000

Top Words in Tweet in G10:
[35] journalism
[30] #nobelpeaceprize
[30] laureate
[30] mariaressa's
[30] subjected
[30] year
[30] long
[30] orchestrated
[30] #onlineviolence
[30] campaign

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[463] #ddj,tagesspiegel
[462] gut,schützt
[462] schützt,impfung
[462] impfung,10
[462] 10,juli
[462] juli,#corona
[462] #corona,hoch
[462] hoch,die
[462] die,wahrscheinlichkeit
[462] wahrscheinlichkeit,schwer

Top Word Pairs in Tweet in G1:
[458] #ddj,tagesspiegel
[457] gut,schützt
[457] schützt,impfung
[457] impfung,10
[457] 10,juli
[457] juli,#corona
[457] #corona,hoch
[457] hoch,die
[457] die,wahrscheinlichkeit
[457] wahrscheinlichkeit,schwer

Top Word Pairs in Tweet in G2:
[87] data,journalism
[41] trip,journalismfest
[28] #ddj,field
[28] win,trip
[27] #datajournalism,2021
[27] amazon,coupons
[25] field,win
[24] fill,#datajournalism
[21] attention,#data
[21] #data,#journalism

Top Word Pairs in Tweet in G3:
[32] data,journalism
[12] independent,journalism
[11] raw,story
[11] story,celebrating
[11] celebrating,17
[11] 17,years
[11] years,independent
[7] computer,science
[7] stunning,data
[7] data,radical

Top Word Pairs in Tweet in G4:
[49] incredible,journalism
[49] journalism,hits
[49] hits,facts
[49] facts,presented
[49] presented,immaculate
[49] immaculate,clarity
[49] clarity,leaves
[49] leaves,narrowest
[49] narrowest,pathways
[49] pathways,response

Top Word Pairs in Tweet in G6:
[18] design,thinking
[11] case,interested
[11] interested,lot
[11] lot,offers
[11] offers,domestika
[11] domestika,week
[11] week,one
[11] one,course
[11] course,link
[11] link,#datavisualization

Top Word Pairs in Tweet in G8:
[64] black,indigenous
[64] indigenous,journalists
[32] lot,two
[32] two,stand
[32] stand,10
[32] 10,newsrooms
[32] newsrooms,black
[32] journalists,81
[32] 81,supervisors
[32] supervisors,identified

Top Word Pairs in Tweet in G9:
[39] time,good
[39] good,news
[39] news,sitting
[39] sitting,months
[39] months,we've
[39] we've,raised
[39] raised,over
[39] over,340
[39] 340,000
[39] 000,teamwatchdog

Top Word Pairs in Tweet in G10:
[30] #nobelpeaceprize,laureate
[30] laureate,mariaressa's
[30] mariaressa's,subjected
[30] subjected,year
[30] year,long
[30] long,orchestrated
[30] orchestrated,#onlineviolence
[30] #onlineviolence,campaign
[30] campaign,designed
[30] designed,discredit

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@tagesspiegel
@datajournalism
@journalismfest
@teamwatchdog
@mariaressa
@ft
@guardian
@mikeyslezak
@abcaustralia
@tb_times

Top Mentioned in G1:
@tagesspiegel
@correctiv_fakt

Top Mentioned in G2:
@datajournalism
@journalismfest
@ft
@gijn
@dataninjait
@puntofisso
@theeconomist
@facta_
@ondatait
@guidoromeo

Top Mentioned in G3:
@tutorlegit
@bestwri68493885
@physics_exam

Top Mentioned in G4:
@mikeyslezak
@abcaustralia
@markdoman
@sarahrees

Top Mentioned in G5:
@spectator
@redonwight
@barrtecforever
@euclidalgorlthm
@l_lucullus
@jbhearn
@mossmom319
@timgoldfinch
@strongbowspub
@fan_vor

Top Mentioned in G6:
@dw_akademie
@oxciej
@domestika
@infonile
@akumediafutures
@accenture
@code4africa
@globalforests
@worldresources
@info_congo

Top Mentioned in G7:
@tombarkas
@sallyjiggles
@coralblob
@takethatct
@mcfunny
@thisisnothappen
@juliahadley15
@patriotfirst22
@maureenstroud
@glenntwts

Top Mentioned in G8:
@fmmtweets
@ycdsb
@caj

Top Mentioned in G9:
@teamwatchdog

Top Mentioned in G10:
@mariaressa
@edsoncguido
@kabzeelcatapang
@pcijdotorg
@tempoinstitute
@kiniacademy
@kuangkeng

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@independent
@evankirstel
@indiatoday
@allchanges
@russelltim151
@ndtv
@scheerenberger
@bellesapepper37
@79topper

Top Tweeters in G1:
@scheerenberger
@dubeateo
@tagesspiegel
@andreas__nagel
@deuxcvsix
@___dagger___
@musichistorylaw
@growlycub
@happycarobinz1
@ichbinschoener

Top Tweeters in G2:
@jjj5819
@washingtonpost
@pmihail1
@financialtimes
@ajenglish
@ft
@theeconomist
@patwhite70
@margymaclibrary
@ervisayasan

Top Tweeters in G3:
@kumparan
@knittingknots
@armandondk
@njsunbunny
@gnutiez
@freshers_home
@bren_fieldx
@ofclandreascy
@blucollar_guy
@mgtruth

Top Tweeters in G4:
@lizdolphinfluff
@bradhooperarch
@basuashis
@miriamcosic
@yabbietol
@davidtomkins
@mrsbroadbent
@outbackeco
@swillow83101698
@janettj777

Top Tweeters in G5:
@davidbelle_
@euclidalgorlthm
@andrew_lilico
@spectator
@obliviousreaper
@davidmetroland
@timgoldfinch
@semperfidem2004
@astro_trader
@jbhearn

Top Tweeters in G6:
@lupemohawk
@datasciencebot_
@kirigwi
@bbbcccnnn
@enywaru
@brilliant_1990
@muwosilas96
@worldresources
@domestika
@liliasaul

Top Tweeters in G7:
@scepticalaussie
@takethatct
@mcfunny
@breezergalway
@amanda_pompili
@swaledalemutton
@crabb_vicki
@juliahadley15
@fiski70
@garyslegg

Top Tweeters in G8:
@rubymcrae
@gforbes
@fagstein
@justplainjena
@dovergirl95
@kathleenogrady
@anthea_jh
@leon7g
@lisakirbie
@michell64451873

Top Tweeters in G9:
@thass283
@rdsweb
@shailendree
@amjadmsaleem
@apelankawe
@charterkubiya
@milanlu
@rebelinpurple
@basithharoon
@ruvanw

Top Tweeters in G10:
@arheese
@islayit
@ninemoons42
@bvielhaber
@mariaressa
@clauserlotus
@jason_kint
@bjorn
@heathermoandco
@nighatdad


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