NodeXL Graph Gallery: Interactive Graph


Donate to the Social Media Research Foundation's NodeXL development fund

#ddj OR (data journalism)_2020-12-07_06-28-01.xlsx (experimental version)
NOTE: This version of the graph is not available with the browser you are using. A more recent version of the browser is required.
Zoom in Zoom out Reset the graph
Go to the graph's main page

From:
NodeXLExcelAutomator
Uploaded on:
December 07, 2020
Short Description:
#ddj OR (data journalism) via NodeXL https://bit.ly/39OyUaB
@sigmaawards
@meghanhoyer
@gijn
@themarkup
@epuujee
@stuartathompson
@jskstanford
@bradqskillman
@albertocairo
@gijnru

Top hashtags:
#ddj
#datajournalism
#dataviz
#covid19
#sigmas21
#journalism
#cloud

Description:
Description
The graph represents a network of 1,984 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 December 2020 at 14:36 UTC.

The requested start date was Monday, 07 December 2020 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 5-day, 2-hour, 20-minute period from Monday, 30 November 2020 at 01:25 UTC to Saturday, 05 December 2020 at 03:45 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 : 1984
Unique Edges : 1366
Edges With Duplicates : 2434
Total Edges : 3800
Number of Edge Types : 5
Mentions : 787
Retweet : 1058
MentionsInRetweet : 1549
Tweet : 268
Replies to : 138
Self-Loops : 276
Reciprocated Vertex Pair Ratio : 0.0299048482102401
Reciprocated Edge Ratio : 0.0580730312362516
Connected Components : 347
Single-Vertex Connected Components : 104
Maximum Vertices in a Connected Component : 737
Maximum Edges in a Connected Component : 1958
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.831951
Graph Density : 0.000577743480877784
Modularity : 0.578906
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 1,984 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 December 2020 at 14:36 UTC.

The requested start date was Monday, 07 December 2020 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 5-day, 2-hour, 20-minute period from Monday, 30 November 2020 at 01:25 UTC to Saturday, 05 December 2020 at 03:45 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:
[27] https://jsk.stanford.edu/news/2020/jsk-and-big-local-news-award-191500-worldwide-to-data-journalism-projects/
[13] https://sigmaawards.org/
[12] https://www.washingtonpost.com/pr/2020/12/01/meghan-hoyer-lead-new-data-journalism-department-data-director/
[11] https://buff.ly/33wtOvH
[9] https://www.journalism.co.uk/vocational-skills-study/data-journalism-masterclass/s43/a770212/
[8] https://gijn.org/2020/12/03/data-journalism-top-10-scented-candles-covid-risk-simulator-trumps-final-regs-sigma-awards/
[8] https://www.washingtonpost.com/pr/2020/12/01/meghan-hoyer-lead-new-data-journalism-department-data-director/?tid=ss_tw
[7] https://cj2021.northeastern.edu/
[7] https://gijn.org/2020/11/26/v-top-10-ddj-opasnyie-semeynyie-obedyi-treker-vaktsin-ot-covid-i-proverka-faktov-v-facebook/
[6] https://twitter.com/sigmaawards/status/1333414788144226310

Top URLs in Tweet in G1:
[25] https://jsk.stanford.edu/news/2020/jsk-and-big-local-news-award-191500-worldwide-to-data-journalism-projects/
[11] https://sigmaawards.org/
[8] https://buff.ly/33wtOvH
[6] https://buff.ly/36se4Mk
[2] http://www.verigazeteciligi.com/2-sigma-veri-gazeteciligi-odulleri-basvuruya-acildi/
[2] https://www.washingtonpost.com/pr/2020/12/01/meghan-hoyer-lead-new-data-journalism-department-data-director/
[2] https://flowingdata.com/2020/12/04/vaccine-contracts/
[2] https://drive.google.com/drive/u/0/folders/1ZS57_40tWuIB7tV4APVMmTZ-5PXDwX9w
[2] http://www.verigazeteciligi.com/gazetecilikte-yapay-zeka-gucle-sorumluluklar-gelir/
[2] https://zcu.io/U2vY

Top URLs in Tweet in G2:
[10] https://www.washingtonpost.com/pr/2020/12/01/meghan-hoyer-lead-new-data-journalism-department-data-director/
[5] https://bit.ly/2JEQ4g1
[4] https://www.washingtonpost.com/pr/2020/12/01/meghan-hoyer-lead-new-data-journalism-department-data-director/#click=https://t.co/rhMsRO3oUZ
[4] https://www.washingtonpost.com/pr/2020/12/01/meghan-hoyer-lead-new-data-journalism-department-data-director/?tid=ss_tw
[1] https://twitter.com/apoorva_nyc/status/1333485254829543429
[1] https://twitter.com/NiemanLab/status/1334527901157498887
[1] https://buff.ly/2Vyiuux
[1] https://bit.ly/3fXxY4M
[1] https://www.washingtonpost.com/pr/2020/12/01/meghan-hoyer-lead-new-data-journalism-department-data-director/?utm_source=Daily+Lab+email+list&utm_campaign=c9ecfe995d-dailylabemail3&utm_medium=email
[1] https://twitter.com/dataeditor/status/1333794330792771586

Top URLs in Tweet in G3:
[6] https://www.journalism.co.uk/vocational-skills-study/data-journalism-masterclass/s43/a770212/
[3] https://www.washingtonpost.com/pr/2020/12/01/meghan-hoyer-lead-new-data-journalism-department-data-director/?tid=ss_tw
[3] https://bit.ly/3ojkyTP
[2] https://twitter.com/martingund/status/1334465877153095680
[1] https://www.bluesnews.com/abrash/contents.shtml
[1] https://news.ycombinator.com/item?id=25247715
[1] https://twitter.com/kylegriffin1/status/1333150930313863170
[1] https://buff.ly/3q6BbDE
[1] https://edition.independent.co.uk/editions/uk.co.independent.issue.301120/data/9726260/index.html
[1] https://twitter.com/stephenbhull/status/1333093410991972353

Top URLs in Tweet in G4:
[1] https://twitter.com/JuliaAngwin/status/1333425020341727233
[1] https://twitter.com/marciahofmann/status/1333439377276424193
[1] https://twitter.com/themarkup/status/1333459175674961921

Top URLs in Tweet in G5:
[1] https://bit.ly/CopwatchDonate

Top URLs in Tweet in G6:
[7] https://gijn.org/2020/11/26/v-top-10-ddj-opasnyie-semeynyie-obedyi-treker-vaktsin-ot-covid-i-proverka-faktov-v-facebook/
[5] https://gijn.org/2020/12/03/data-journalism-top-10-scented-candles-covid-risk-simulator-trumps-final-regs-sigma-awards/
[3] https://buff.ly/33wtOvH
[3] https://gijn.org/2020/11/26/data-journalism-top-10-thanksgiving-dangers-vaccine-tracker-crosswords-diversity-golf-swings-facebook-fact-checks/
[2] https://www.journalism.co.uk/vocational-skills-study/data-journalism-masterclass/s43/a770212/
[1] https://gijn.org/job-opening-resource-center-director-2/
[1] https://buff.ly/3g5P6Wa
[1] https://www.investintech.com/data-journalism-scholarship/
[1] https://www.journalism.co.uk/news/-mass-customisation-of-neighbourhood-data-could-be-the-key-to-sustain-hyperlocal-news/s2/a761694/
[1] https://www.journalism.co.uk/s195/

Top URLs in Tweet in G8:
[3] https://twitter.com/datajournalism/status/1334041720003162113
[1] https://twitter.com/thauserkstp/status/1334975100429463554
[1] https://twitter.com/atrupar/status/1334977513605488647
[1] https://cdc.gov/
[1] https://www.growingyoungthebook.com/
[1] https://sciencewriting.substack.com/p/science-writing-news-roundup-20
[1] https://sigmaawards.org/
[1] https://twitter.com/haithamahmedmd/status/1333229268382461952
[1] https://twitter.com/kurteichenwald/status/1333208085771513859
[1] https://sciencewriting.substack.com/p/science-writing-news-roundup-19

Top URLs in Tweet in G9:
[1] https://nytimes.wd5.myworkdayjobs.com/en-US/fellowship/job/Fellowship----Opinion-Graphics_REQ-008473

Top URLs in Tweet in G10:
[4] http://www.thefunctionalart.com/2020/12/data-citizens-new-lecture-series.html
[2] http://hasselfallas.com/2020/12/04/2020el-gran-ano-del-periodismo-visual-y-de-datos/
[2] https://twitter.com/sigmaawards/status/1333414788144226310
[1] https://twitter.com/lisacrost/status/1332395408941846529
[1] https://twitter.com/evervizapp/status/1331207634872098818
[1] https://twitter.com/knowbility/status/1334260830586757128

Top Domains
Top Domains in Tweet in Entire Graph:
[106] twitter.com
[29] datacenterfrontier.com
[29] bit.ly
[27] stanford.edu
[27] washingtonpost.com
[25] buff.ly
[23] co.uk
[20] gijn.org
[17] verigazeteciligi.com
[13] sigmaawards.org

Top Domains in Tweet in G1:
[25] stanford.edu
[14] buff.ly
[11] sigmaawards.org
[7] twitter.com
[7] bit.ly
[6] verigazeteciligi.com
[3] zcu.io
[2] washingtonpost.com
[2] gijn.org
[2] ire.org

Top Domains in Tweet in G2:
[19] washingtonpost.com
[6] bit.ly
[3] twitter.com
[1] buff.ly

Top Domains in Tweet in G3:
[23] twitter.com
[8] co.uk
[7] bit.ly
[4] smartocto.com
[3] washingtonpost.com
[2] buff.ly
[2] tweetedtimes.com
[2] fundjournalism.org
[2] nabjcareers.org
[2] com.br

Top Domains in Tweet in G4:
[3] twitter.com

Top Domains in Tweet in G5:
[1] bit.ly

Top Domains in Tweet in G6:
[16] gijn.org
[5] buff.ly
[4] co.uk
[2] bit.ly
[1] investintech.com
[1] data-n.com

Top Domains in Tweet in G8:
[8] twitter.com
[2] substack.com
[1] cdc.gov
[1] growingyoungthebook.com
[1] sigmaawards.org

Top Domains in Tweet in G9:
[1] myworkdayjobs.com

Top Domains in Tweet in G10:
[5] twitter.com
[4] thefunctionalart.com
[2] hasselfallas.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[291] ddj
[88] datajournalism
[60] dataviz
[57] covid19
[48] sigmas21
[38] journalism
[27] cloud
[26] datacenter
[20] data
[18] arij20



Top Hashtags in Tweet in G1:
[109] ddj
[72] datajournalism
[44] sigmas21
[22] covid19
[18] arij20
[13] mena
[9] dataviz
[5] jskbln
[5] data4dev
[5] ddjnigeria

Top Hashtags in Tweet in G2:
[3] journalism
[2] datajournalism
[1] sigmas21
[1] ddj
[1] covid19
[1] eo13848

Top Hashtags in Tweet in G3:
[15] ddj
[8] journalism
[4] dataviz
[3] data
[3] argentina
[3] audi_karriere
[2] graphics
[2] information
[2] invest
[2] covid19

Top Hashtags in Tweet in G4:
[1] datajournalism
[1] sigmas21
[1] ddj
[1] rt

Top Hashtags in Tweet in G5:
[1] filmthecops
[1] copwatch
[1] copwatchmedia

Top Hashtags in Tweet in G6:
[19] ddj
[6] covid19
[4] ai
[3] canada
[2] journalism
[2] ú©ùˆø±ùˆù†ø§
[1] datajournalism
[1] journojobs
[1] science
[1] scholarship

Top Hashtags in Tweet in G8:
[6] wellbeing
[4] ddj
[3] communication
[3] journalists
[2] storytelling
[2] journalism
[2] data
[1] minesinsports
[1] whatsworking
[1] praguemediapoint

Top Hashtags in Tweet in G10:
[19] ddj
[19] dataviz
[13] infographics
[2] datapluswomen
[1] datajournalism

Top Words
Top Words in Tweet in Entire Graph:
[1214] data
[905] journalism
[283] #ddj
[167] ø
[162] media
[152] news
[120] re
[114] meghanhoyer
[113] today
[108] ù

Top Words in Tweet in G1:
[176] data
[103] #ddj
[76] journalism
[75] sigmaawards
[73] ø
[72] #datajournalism
[53] best
[50] biglocalnews
[50] open
[47] reporting

Top Words in Tweet in G2:
[107] meghanhoyer
[91] data
[66] news
[62] excited
[61] uh
[61] clearly
[61] thanks
[61] blowing
[61] phone
[61] past

Top Words in Tweet in G3:
[103] data
[76] journalism
[15] #ddj
[11] æ
[10] news
[10] media
[9] driven
[9] reporting
[8] ç
[8] #journalism

Top Words in Tweet in G4:
[91] case
[85] data
[85] journalism
[81] today
[75] buren
[74] supreme
[74] court
[69] themarkup
[67] before
[66] µ

Top Words in Tweet in G5:
[86] started
[86] filming
[86] cops
[86] weâ
[86] re
[86] creating
[86] bottom
[86] citizen
[86] journalism
[86] crowdsourced

Top Words in Tweet in G6:
[94] ø
[61] ù
[45] ðµð
[37] ú
[31] û
[30] ðºð
[28] data
[27] ðµñ
[20] ùˆø
[18] #ddj

Top Words in Tweet in G8:
[32] data
[27] journalism
[26] science
[15] effective
[12] time
[12] mnlimas
[12] âœ
[12] ksjatmit
[12] editing
[12] handbook

Top Words in Tweet in G9:
[38] journalism
[38] graphics
[38] data
[37] know
[37] young
[37] person
[37] interested
[37] visual
[37] viz
[37] etc

Top Words in Tweet in G10:
[19] #ddj
[19] #dataviz
[19] data
[14] well
[14] known
[14] visualization
[14] person
[14] cares
[14] disability
[14] access

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[420] data,journalism
[104] weâ,re
[87] citizen,journalism
[87] crowdsourced,data
[86] started,filming
[86] filming,cops
[86] cops,weâ
[86] re,creating
[86] creating,bottom
[86] bottom,citizen

Top Word Pairs in Tweet in G1:
[74] data,journalism
[44] data,reporting
[44] best,#ddj
[38] journalism,diploma
[37] reporting,grants
[36] month,data
[34] second,edition
[33] edition,month
[30] #ddj,works
[25] alright,#datajournalism

Top Word Pairs in Tweet in G2:
[61] uh,clearly
[61] clearly,news
[61] news,thanks
[61] thanks,blowing
[61] blowing,phone
[61] phone,past
[61] past,half
[61] half,hour
[61] hour,iâ
[61] iâ,insanely

Top Word Pairs in Tweet in G3:
[26] data,journalism
[9] data,driven
[6] four,week
[4] visual,data
[4] journalism,data
[4] week,online
[4] online,course
[4] ðºð,ðº
[3] æ,æ
[3] irresponsible,journalism

Top Word Pairs in Tweet in G4:
[84] data,journalism
[74] supreme,court
[74] court,today
[66] µ,think
[66] think,buren
[66] buren,united
[66] united,states
[66] states,case
[66] case,before
[66] before,supreme

Top Word Pairs in Tweet in G5:
[86] started,filming
[86] filming,cops
[86] cops,weâ
[86] weâ,re
[86] re,creating
[86] creating,bottom
[86] bottom,citizen
[86] citizen,journalism
[86] journalism,crowdsourced
[86] crowdsourced,data

Top Word Pairs in Tweet in G6:
[32] ø,ø
[22] ø,ù
[17] ù,ø
[15] data,journalism
[11] ðµð,ðµð
[10] top,10
[10] ùˆø,ø
[9] 10,#ddj
[9] ðµð,ðµñ
[9] ûœ,ø

Top Word Pairs in Tweet in G8:
[12] âœ,ksjatmit
[12] ksjatmit,science
[12] science,editing
[12] editing,handbook
[12] handbook,available
[12] available,creating
[12] creating,effective
[12] effective,data
[12] data,visualization
[12] visualization,lifeologyapp

Top Word Pairs in Tweet in G9:
[37] know,young
[37] young,person
[37] person,interested
[37] interested,visual
[37] visual,journalism
[37] journalism,graphics
[37] graphics,data
[37] data,viz
[37] viz,etc
[37] etc,tell

Top Word Pairs in Tweet in G10:
[14] well,known
[14] known,data
[14] data,visualization
[14] visualization,person
[14] person,cares
[14] cares,disability
[14] disability,access
[14] access,live
[14] live,audit
[13] frankelavsky,well

Top Replied-To
Top Replied-To in Entire Graph:
@biglocalnews
@nytimes
@cbcnewsbc
@60minutes
@notsolittleold1
@texastribune
@thauserkstp
@akesslerdc
@chaedria
@jrosenfeld87

Top Replied-To in G1:
@biglocalnews
@dataphyte
@aeleraqi
@bifolax
@jayangbayi
@stanfordjourn

Top Replied-To in G2:
@nytimes
@perbylund
@meghanhoyer

Top Replied-To in G4:
@susan_hennessey

Top Replied-To in G6:
@faljournalism
@datatheism

Top Replied-To in G7:
@qdecoder

Top Replied-To in G8:
@kurteichenwald

Top Mentioned
Top Mentioned in Entire Graph:
@meghanhoyer
@sigmaawards
@copwatchmedia
@themarkup
@washingtonpost
@biglocalnews
@jskstanford
@stuartathompson
@icfj
@arijnetwork

Top Mentioned in G1:
@sigmaawards
@biglocalnews
@jskstanford
@icfj
@arijnetwork
@dataphyte
@icfjknight
@aeleraqi
@gijnafrica
@googlenewsinit

Top Mentioned in G2:
@meghanhoyer
@washingtonpost
@nytimes
@dataeditor
@palewire
@ap
@ismaelnafria
@washpostpr
@mediapost
@bluechalkmedia

Top Mentioned in G3:
@efarmn
@grssnbchr

Top Mentioned in G4:
@themarkup
@nabihasyed
@katie_rcfp
@tom_cardoso
@sarahkwiley
@benjaminwittes
@littlelightsdc
@meghanhoyer
@sigmaawards
@freedomofpress

Top Mentioned in G5:
@copwatchmedia

Top Mentioned in G6:
@gijn
@sigmaawards
@datajournalism
@cijournalism
@kate_ptrv
@rsalaverria
@mathias_felipe
@able2extract
@financialtimes

Top Mentioned in G7:
@ziggystardad
@emmyreincarnate
@heliatropist
@ladyoftheocean1
@minnesotaexpat
@epicethanol86
@cubancafecito
@mathmomma24
@mamalouies

Top Mentioned in G8:
@mnlimas
@ksjatmit
@lifeologyapp
@parasitematt
@mzaraska
@wikipedia
@jeffersnguyen
@meghanhoyer
@minesanalytics

Top Mentioned in G9:
@stuartathompson
@themarkup

Top Mentioned in G10:
@frankelavsky
@albertocairo
@edwardtufte
@hasselfallas
@tableaupublic
@datawomenlatam
@keilacguimaraes
@keilaguimaraes2
@rinconannabelle
@gabybouret

Top Tweeters
Top Tweeters in Entire Graph:
@hrblock_21
@rk70534
@lechatnoire4
@tadrow
@guardian
@reuters
@timesofindia
@cotey_mary
@wsbtv
@timesnow

Top Tweeters in G1:
@reuters
@premiumtimesng
@elsalvadorcom
@kingbiodun_
@tucsonstar
@sejorg
@thecableng
@splashfm1055
@missoulian
@s_elhussieny

Top Tweeters in G2:
@hrblock_21
@tallyannae
@cece_23spalding
@nytimes
@washingtonpost
@craigmatsuda
@ap
@ladyinlksd
@mediapost
@nursepeggy52

Top Tweeters in G3:
@jchapman1729
@aleksanderrb
@freshers_home
@plasmarob
@entmedianews
@journalismjobs
@newhumanitarian
@redditfpsays
@charlesapple
@alduque

Top Tweeters in G4:
@lechatnoire4
@tadrow
@tigerbeat
@_l17r_
@themominatrixx
@marymcnamara
@itsgeorgekamau
@craigtimes
@joeycoleman
@techmemechatter

Top Tweeters in G5:
@rk70534
@morbid_elation
@olaasm
@westcoastang
@tyleawrites
@lovelyallen
@ashagony
@steeone
@fuelgrannie
@kavaeric

Top Tweeters in G6:
@doctorow
@proglocommons
@unetomaterouge
@financialtimes
@komiska
@theeconomist
@zeitonline
@djalvi80alvi
@propublica
@dlind

Top Tweeters in G7:
@vickie627
@kathya11
@ladyoftheocean1
@heliatropist
@ziggystardad
@andrewjacksonv3
@tarynkincaid
@wookietim
@qdecoder
@cupofjoeinthed2

Top Tweeters in G8:
@crazyrichjason
@epuujee
@starcolombo
@kurteichenwald
@rovergrover
@voixdemichele
@hatchjt
@wikipedia
@centristallway
@tweet4dani

Top Tweeters in G9:
@beth4158
@deliacabe
@gordonachaffin
@hunterschwarz
@amandavicmason
@margeincharge
@geofffox
@mikewhills
@zubakskees
@davdittrich

Top Tweeters in G10:
@wmichellewho
@albertocairo
@kristinhenry
@suhnyllakler
@blprnt
@astraww
@lndata
@subtlesinner
@insdc
@edwardtufte


We use necessary cookies to make our site work. We’d like to set additional cookies to understand site usage, make site improvements and to remember your settings. We also use cookies set by other sites to help deliver content from their services.