#ddj OR (data journalism), Twitter, 9/27/2021 4:24:13 PM, 262994


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#ddj OR (data journalism)_2021-09-27_08-50-45.xlsx
#ddj OR (data journalism)_2021-09-27_08-50-45.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 27, 2021
Short Description:
#ddj OR (data journalism) via NodeXL https://bit.ly/3i8niT5
@petesherlock79
@gijn
@giannagruen
@miskaknapek
@datanomadke
@mediahackza
@gijnafrica
@affendi_xiii
@gijnru
@alexhomer

Top hashtags:
#ddj
#δεη
#datascraping
#data
#dataviz
#journalism
#datajournalism

Description:
Description
The graph represents a network of 2,164 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, 27 September 2021 at 15:52 UTC.

The requested start date was Monday, 27 September 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, 23-hour, 13-minute period from Monday, 20 September 2021 at 00:47 UTC to Monday, 27 September 2021 at 00:00 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 : 2164
Unique Edges : 1487
Edges With Duplicates : 3010
Total Edges : 4497
Number of Edge Types : 5
Tweet : 306
MentionsInRetweet : 2027
Replies to : 132
Retweet : 1338
Mentions : 694
Self-Loops : 323
Reciprocated Vertex Pair Ratio : 0.0359094457455113
Reciprocated Edge Ratio : 0.0693293142426526
Connected Components : 341
Single-Vertex Connected Components : 112
Maximum Vertices in a Connected Component : 526
Maximum Edges in a Connected Component : 1404
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 7.739133
Graph Density : 0.000567005331644709
Modularity : 0.580321
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 2,164 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, 27 September 2021 at 15:52 UTC.

The requested start date was Monday, 27 September 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, 23-hour, 13-minute period from Monday, 20 September 2021 at 00:47 UTC to Monday, 27 September 2021 at 00:00 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 : #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:
[9] https://www.tfaforms.com/4922689
[9] https://ladatacuenta.com/2021/09/21/once-herramientas-gratuitas-y-en-linea-para-visualizar-datos/
[9] https://bbc.github.io/rcookbook/
[8] https://gijn.org/2021/09/24/top-10-ddj-merkel-v-tsifrah-rossiyskaya-gosduma-koreyskie-raketyi-i-tayanie-ledyanyih-arhivov/
[8] https://gijn.org/2021/09/24/data-journalism-top-10-merkels-legacy-russias-politics-koreas-missiles-melting-ice-archives/
[8] https://www.theguardian.com/membership/datablog/2021/sep/13/numbers-you-can-tell-stories-with-a-decade-of-guardian-data-journalism
[8] https://gijn.org/2021/09/16/data-journalism-top-10-remembering-9-11-german-election-promises-and-global-forest-fires/
[7] https://gijn.org/2021/09/17/top-10-ddj-ceks-i-narkotiki-v-tiktok-posledstviya-11-sentyabrya-i-bednost-v-rossii/
[7] https://www.pbs.org/wgbh/frontline/article/new-data-utah-police-shootings/?utm_campaign=frontline&utm_content=1632152562&utm_medium=social&utm_source=twitter
[6] https://www.titlmagazine.com/posts

Top URLs in Tweet in G1:
[2] https://twitter.com/CriticalAI/status/1440431371122479120
[1] https://twitter.com/roby_bhatt/status/1439931421787770888

Top URLs in Tweet in G2:
[4] https://news.sky.com/story/covid-19-should-countries-send-vaccines-abroad-instead-of-giving-booster-jabs-12410239
[4] https://gijn.org/2021/09/16/data-journalism-top-10-remembering-9-11-german-election-promises-and-global-forest-fires/
[2] https://www.rawstory.com/new-vaccine-data-prove-right-wing-media-are-off-their-own-audiences-former-gop-consultant/
[2] http://www.verigazeteciligi.com/veri-gazeteciligi-ilk-10-11-eylulu-hatirlamak-tiktok-seks-ve-uyusturucu-kuresel-orman-yanginlari-yerli-okullar/
[2] https://twitter.com/petesherlock79/status/1440252624717058049
[2] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flandig%2Farticle%2FPIIS2589-7500%2821%2900178-3%2Ffulltext&rc=0
[2] https://www.bbc.com/lnp/sdu
[2] https://www.journalism.co.uk/media-jobs/audience-development-specialist/s75/a858198/
[1] https://www.rawstory.com/key-data-on-u-s-j-j-moderna-19-boosters-weeks-away-fauci-says/
[1] https://twitter.com/JackPosobiec/status/1438553474136936451

Top URLs in Tweet in G4:
[8] https://gijn.org/2021/09/24/top-10-ddj-merkel-v-tsifrah-rossiyskaya-gosduma-koreyskie-raketyi-i-tayanie-ledyanyih-arhivov/
[7] https://gijn.org/2021/09/17/top-10-ddj-ceks-i-narkotiki-v-tiktok-posledstviya-11-sentyabrya-i-bednost-v-rossii/
[2] https://interaktiv.waz.de/bundestagswahl-2021-umfragen-ergebnisse-wahlkarte/
[2] https://docs.google.com/forms/d/1lDyHY9-vx3lzd0qBWbZe-4LArWsX22eRA8rTx8hvOho/viewform?edit_requested=true
[2] https://www.datasketch.co/blog/open-government/open-government-and-data-journalism/
[1] https://interaktiv.morgenpost.de/angela-merkel-in-zahlen-bundestagswahl-2021/
[1] https://zona.media/chronicle/electrovote
[1] https://hackathon.ddjural.ru/
[1] https://istories.media/reportages/2021/09/21/elektronnoe-golosovanie-pamfilovoi-zaostrilo-pilu-churova/?utm_source=facebook&utm_medium=mainpage&utm_campaign=elektronnoe-golosovanie-pamfilovoi-zaostrilo-pilu-churova&fbclid=IwAR1xsjnGY7TxHagmjcgUuedaVgh7TcFa24phntfsnaTrCIQG4c3zuBpcUV8
[1] https://www.agents.media/repressii-v-krymu/

Top URLs in Tweet in G5:
[2] https://github.com/BBC-Data-Unit/shared-data-unit
[1] https://tcij.org/scheduled-training/finding-stories-with-data-online-intensive-11/?mc_cid=3c749d3829&mc_eid=552bfcd7d7
[1] https://tcij.org/scheduled-training/
[1] https://tcij.org/scheduled-training/investigating-data-with-r-5/
[1] https://twitter.com/jonathanstray/status/1442156200863297539
[1] https://docs.google.com/document/d/1dn-SRyo-T-B_M17nZx-JrAG8ch2UcGQdh5lf2YED68k/edit
[1] https://uk.indeed.com/jobs?q=data%20journalist&vjk=0dda8a38f62186db
[1] https://twitter.com/Patrick_E_Scott/status/1438470824709722117
[1] https://twitter.com/edent/status/1441403602082222082
[1] https://twitter.com/dailymaverick/status/1439900942271459333

Top URLs in Tweet in G6:
[1] https://www.dei.gr/supplies/
[1] https://docs.google.com/spreadsheets/d/1yfQk680oKvQE1AJ2XbA-IBYSF0p_vqlmbBCiz1HgLWM/edit#gid=1096607886

Top URLs in Tweet in G7:
[9] https://www.tfaforms.com/4922689
[7] https://www.pbs.org/wgbh/frontline/article/new-data-utah-police-shootings/?utm_campaign=frontline&utm_content=1632152562&utm_medium=social&utm_source=twitter
[2] https://www.pbs.org/wgbh/frontline/article/utah-police-reduce-shooting-minorities/?utm_campaign=frontline&utm_content=1632333243&utm_medium=social&utm_source=twitter
[2] https://www.icfj.org/our-work/just-facts-investigative-journalism-pursuit-truth-and-transparency
[1] https://www.pbs.org/wgbh/frontline/article/cadmium-spiked-inside-tampa-lead-factory-workers-didnt-get-help/?utm_campaign=frontline&utm_content=1632414202&utm_medium=social&utm_source=twitter
[1] https://mailchi.mp/slpi/investigativedata-journalism-training-opportunity
[1] https://tfaforms.com/4933694
[1] https://tfaforms.com/4933717

Top URLs in Tweet in G8:
[2] https://www.pewresearch.org/journalism/2021/09/20/news-consumption-across-social-media-in-2021
[2] https://www.pewresearch.org/journalism/2021/09/20/news-consumption-across-social-media-in-2021/
[1] https://www.pewresearch.org/journalism/daily-briefings/2021/09/21/the-washington-post-adds-41-editing-jobs-pushing-for-a-more-diverse-newsroom/

Top URLs in Tweet in G9:
[5] https://datajournalism.com/read/handbook/two/organising-data-journalism/the-ddj-hashtag-eunice-au-gijn-and-marc-smith-connected-action
[3] https://www.theguardian.com/membership/datablog/2021/sep/13/numbers-you-can-tell-stories-with-a-decade-of-guardian-data-journalism
[2] https://anchor.fm/ddjpodcast
[1] https://www.addevent.com/dir/link/evt/ddusoguw
[1] http://www.addevent.com/event/kX8849634
[1] https://meet.google.com/xcr-eeek-szf
[1] https://grjenkin.com/articles/category/data-driven-journalism/657928/09/25/2021/ona-macon-macon-ga
[1] https://grjenkin.com/articles/category/data-driven-journalism/657930/09/25/2021/5-free-strategies-to-boost-your-newsroom-s-innovation
[1] https://grjenkin.com/articles/category/data-visualization/657907/09/26/2021/this-week-s-top-ten-in-data-journalism
[1] https://twitter.com/Code4Africa/status/1437755510493786113

Top Domains
Top Domains in Tweet in Entire Graph:
[75] twitter.com
[35] gijn.org
[27] datacenterfrontier.com
[12] youtube.com
[11] theguardian.com
[11] tfaforms.com
[11] ladatacuenta.com
[10] pbs.org
[9] co.uk
[9] github.io

Top Domains in Tweet in G1:
[3] twitter.com

Top Domains in Tweet in G2:
[27] twitter.com
[5] gijn.org
[4] rawstory.com
[4] co.uk
[4] sky.com
[4] onlinejournalismblog.com
[4] youtube.com
[3] washingtonpost.com
[2] verigazeteciligi.com
[2] elsevierhealth.com

Top Domains in Tweet in G4:
[17] gijn.org
[8] datasketch.co
[3] aljazeera.com
[3] twitter.com
[2] waz.de
[2] google.com
[1] morgenpost.de
[1] zona.media
[1] ddjural.ru
[1] istories.media

Top Domains in Tweet in G5:
[7] twitter.com
[3] tcij.org
[2] github.com
[1] google.com
[1] indeed.com
[1] voxeurop.eu
[1] journalismarena.eu

Top Domains in Tweet in G6:
[1] dei.gr
[1] google.com

Top Domains in Tweet in G7:
[11] tfaforms.com
[10] pbs.org
[2] icfj.org
[1] mailchi.mp

Top Domains in Tweet in G8:
[5] pewresearch.org

Top Domains in Tweet in G9:
[5] datajournalism.com
[3] theguardian.com
[3] grjenkin.com
[2] addevent.com
[2] anchor.fm
[1] google.com
[1] twitter.com
[1] medium.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[179] ddj
[56] δεη
[56] datascraping
[52] data
[40] dataviz
[28] journalism
[26] datajournalism
[22] datacenter
[20] btw21
[20] covid19



Top Hashtags in Tweet in G2:
[13] ddj
[6] journalism
[5] 数据新闻精选
[4] techno
[4] borisbrejcha
[4] hightechminimal
[4] ボリスブレッチャ
[4] dj
[4] mix
[2] journalists

Top Hashtags in Tweet in G4:
[29] ddj
[3] instagram
[3] afghanistan
[2] live
[2] merkel
[2] btw2021
[1] btw21
[1] kanzlerin
[1] хакатон
[1] меркель

Top Hashtags in Tweet in G5:
[14] ddj
[7] data
[2] journalism
[1] training
[1] cijcourses
[1] datajournalism
[1] dataviz
[1] datavis
[1] digitalisation
[1] nachrichtedienste

Top Hashtags in Tweet in G6:
[56] δεη
[56] datascraping
[16] subsidies
[1] ddj
[1] data

Top Hashtags in Tweet in G8:
[4] ddj
[1] wissjournos
[1] datascience
[1] opendata
[1] dataviz
[1] socialmedia
[1] news

Top Hashtags in Tweet in G9:
[9] ddj
[5] datajournalism
[3] wanadata
[2] datadrivenjournalism
[1] datavisualization
[1] dataviz
[1] infographics
[1] data

Top Words
Top Words in Tweet in Entire Graph:
[1245] data
[952] journalism
[295] news
[220] stories
[199] ve
[195] seen
[193] more
[190] based
[187] pfizer
[181] company

Top Words in Tweet in G1:
[173] based
[172] grateful
[172] slew
[172] scientists
[172] reminding
[172] today's
[172] shots
[172] kids
[172] news
[172] stories

Top Words in Tweet in G2:
[132] data
[111] journalism
[27] paper
[20] research
[18] ـ
[17] pay
[17] news
[15] more
[13] #ddj
[12] essays

Top Words in Tweet in G3:
[180] ve
[180] seen
[90] bad
[90] journalism
[90] headline
[90] sfchronicle
[90] probably
[90] worst
[90] poses
[89] equalityalec

Top Words in Tweet in G4:
[43] в
[37] jolt
[37] cicom
[33] data
[29] #ddj
[28] jolt_eu
[27] rsalaverria
[25] journalism
[24] technology
[24] latin

Top Words in Tweet in G5:
[125] data
[65] journalism
[62] courses
[59] public
[56] more
[56] 65
[56] interest
[54] petesherlock79
[54] heads
[54] anyone

Top Words in Tweet in G6:
[112] στη
[71] investigate_eu
[58] sotsideris
[56] εξελίξεις
[56] #δεη
[56] κ
[56] στο
[56] πλαίσιο
[56] της
[56] έρευνάς

Top Words in Tweet in G7:
[69] data
[54] journalism
[52] frontlinepbs
[47] police
[47] utah
[32] people
[29] decade
[29] racial
[27] ethnic
[27] minorities

Top Words in Tweet in G8:
[53] news
[39] data
[35] media
[32] regularly
[30] social
[28] take
[28] look
[28] demographic
[28] profiles
[28] those

Top Words in Tweet in G9:
[39] data
[18] code4africa
[17] triciagov
[16] datajournalism
[15] happening
[14] journalism
[12] jacopoottaviani
[12] live
[12] discord
[12] next

Top Words in Tweet in G10:
[2] louiscy72344053
[2] jaisans
[2] ozzmanosgood
[2] oscarswild1
[2] fiendinno
[2] b_bolshevik100
[2] mikedel21893959
[2] brknman
[2] robert76907841
[2] paper

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[438] data,journalism
[184] ve,seen
[173] news,stories
[172] grateful,slew
[172] slew,scientists
[172] scientists,reminding
[172] reminding,today's
[172] today's,shots
[172] shots,kids
[172] kids,news

Top Word Pairs in Tweet in G1:
[172] grateful,slew
[172] slew,scientists
[172] scientists,reminding
[172] reminding,today's
[172] today's,shots
[172] shots,kids
[172] kids,news
[172] news,stories
[172] stories,based
[172] based,pfizer

Top Word Pairs in Tweet in G2:
[43] data,journalism
[12] essays,due
[12] due,coursework
[12] coursework,case
[12] case,study
[12] study,philosophy
[12] philosophy,assignment
[12] assignment,research
[12] research,paper
[12] paper,paper

Top Word Pairs in Tweet in G3:
[180] ve,seen
[90] bad,journalism
[90] journalism,ve
[90] seen,headline
[90] headline,sfchronicle
[90] sfchronicle,probably
[90] probably,worst
[90] worst,ve
[90] seen,poses
[89] equalityalec,bad

Top Word Pairs in Tweet in G4:
[23] data,technology
[23] jolt,cicom
[22] technology,latin
[15] топ,10
[15] #ddj,gijn
[15] рус,co
[14] gijn,рус
[14] begin,today
[14] today,pamplona
[14] pamplona,jolt

Top Word Pairs in Tweet in G5:
[58] data,journalism
[56] more,65
[56] 65,public
[56] public,interest
[54] heads,anyone
[54] anyone,setting
[54] setting,data
[54] journalism,courses
[54] courses,month
[54] month,more

Top Word Pairs in Tweet in G6:
[56] εξελίξεις,στη
[56] στη,#δεη
[56] #δεη,κ
[56] κ,στο
[56] στο,πλαίσιο
[56] πλαίσιο,της
[56] της,έρευνάς
[56] έρευνάς,investigate_eu
[56] investigate_eu,ο
[56] ο,sotsideris

Top Word Pairs in Tweet in G7:
[27] racial,ethnic
[27] ethnic,minorities
[24] local,journalism
[24] journalism,partner
[23] partner,sltrib
[20] data,journalism
[19] frontlinepbs,government
[16] police,utah
[16] shoot,racial
[16] government,entity

Top Word Pairs in Tweet in G8:
[32] regularly,news
[30] social,media
[28] data,take
[28] take,look
[28] look,demographic
[28] demographic,profiles
[28] profiles,those
[28] those,regularly
[28] news,each
[28] each,social

Top Word Pairs in Tweet in G9:
[12] live,discord
[11] happening,code4africa
[11] code4africa,jacopoottaviani
[11] jacopoottaviani,triciagov
[11] triciagov,chat
[11] chat,live
[11] discord,next
[11] next,wednesday
[11] wednesday,sept
[10] datajournalism,happening

Top Word Pairs in Tweet in G10:
[2] louiscy72344053,jaisans
[2] jaisans,ozzmanosgood
[2] ozzmanosgood,oscarswild1
[2] oscarswild1,fiendinno
[2] fiendinno,b_bolshevik100
[2] b_bolshevik100,mikedel21893959
[2] mikedel21893959,brknman
[2] brknman,robert76907841

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@marynmck
@sfchronicle
@equalityalec
@investigate_eu
@petesherlock79
@sotsideris
@reporters_gr
@frontlinepbs
@kazmi_voik
@tabularasammxix

Top Mentioned in G1:
@marynmck
@merbroussard

Top Mentioned in G2:
@brilliant_1990
@topclass1writer
@idealtutor2020
@queenofjewelz
@writers_13

Top Mentioned in G3:
@sfchronicle
@equalityalec

Top Mentioned in G4:
@jolt_eu
@rsalaverria
@gijn
@giucarpes
@luciamesquita
@fcomunav
@mathias_felipe
@funkeinteraktiv
@p
@ajenglish

Top Mentioned in G5:
@petesherlock79
@cijournalism
@benwhitelaw
@patrick_e_scott
@_federicocaruso
@ornaldo_
@fondsbjp
@stonepeople
@globaldataplc
@alexhomer

Top Mentioned in G6:
@investigate_eu
@sotsideris
@reporters_gr
@chondrogiannos
@boublis

Top Mentioned in G7:
@frontlinepbs
@sltrib
@icfj
@slpi
@tb_times

Top Mentioned in G8:
@gottfriedjeff
@wpk_daily
@annabehrend
@pewjournalism
@glenngabe
@welchering
@zdfmagazin
@nrecherche
@janboehm
@chelm

Top Mentioned in G9:
@code4africa
@triciagov
@datajournalism
@jacopoottaviani
@discord
@guardian
@smfrogers
@rightrelevance
@mzalendowatch
@katua_nduku

Top Mentioned in G10:
@jaisans
@ozzmanosgood
@oscarswild1
@fiendinno
@b_bolshevik100
@mikedel21893959
@brknman
@robert76907841
@paprikalady
@louiscy72344053

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@1denmadrid
@rjber15
@bannerite
@viralvideovlogs
@mayirmamay14
@velocity2121
@artificialbra1n
@business
@miss_placed_

Top Tweeters in G1:
@adekleine
@barbiewithatude
@jpwilloughby
@loonylaura
@scopedbylarry
@suelouises
@missdahlelama
@grumpeoldman
@bigred_13
@publicradionerd

Top Tweeters in G2:
@knittingknots
@trackntracer
@twihusband
@addictionguy
@malaysiakini
@fisco24_info
@ohiaofeh
@queenofjewelz
@therogue_elf
@prajnamu

Top Tweeters in G3:
@flugennock
@rhonda_harbison
@tates5a
@frannyhelen
@ptialex77
@olaasm
@democat46
@dill_bot
@wangenstein
@supertwaddle

Top Tweeters in G4:
@nytimes
@lemondefr
@bbcworld
@pmihail1
@ajenglish
@zeitonline
@mgonzov
@manzanillamiel5
@carolabriceno
@meduzaproject

Top Tweeters in G5:
@moniquedhooghe
@mbdigital001
@brianlinuxing
@jbenton
@runixo
@pythonroboto
@puntofisso
@paulbradshaw
@martinhowitt
@dn1164

Top Tweeters in G6:
@velocity2121
@dim70
@gdmn1973
@elvis_perla
@thekoulway
@sinequanon2015
@aristeroxori
@gelosoil
@sigamisasafiso
@jedijig

Top Tweeters in G7:
@rjber15
@miss_placed_
@kw1979
@paulmick
@chicago2503
@lovenola4ever
@tawanda46
@atreiyan7
@tb_times
@satiristas

Top Tweeters in G8:
@me2s3m
@techmemechatter
@donaupiratin
@dixitashish96
@bahepa
@ohnaira
@nyannoire
@pewresearch
@nicknameabhi111
@glenngabe

Top Tweeters in G9:
@guardian
@discord
@margymaclibrary
@grjenkin
@albertocairo
@jamesrbuk
@mzalendowatch
@albertonardelli
@jburnmurdoch
@chrisroper

Top Tweeters in G10:
@friendsoscience
@ansgartodinson
@oscarswild1
@asinister
@og_advisors
@inanedragon
@roypentland
@veritatem2021
@paprikalady
@ejwwest


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