datajournalism, Twitter, 8/6/2019 1:10:38 AM, 205784


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datajournalism_2019-08-05_15-45-19.xlsx
datajournalism_2019-08-05_15-45-19.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 06, 2019
Short Description:
datajournalism via NodeXL http://bit.ly/2MHut67
@datajournalism
@datastoriespk1
@adisicameroun
@j_a_mr
@albertocairo
@bahareh360
@kirkdborne
@gijnru
@bsdkrs
@zahratunda

Top hashtags:
#datajournalism
#data
#ddj
#datastorytelling
#journalists
#dataviz
#journalism

Description:
Description
The graph represents a network of 577 Twitter users whose tweets in the requested range contained "datajournalism", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 05 August 2019 at 22:45 UTC.

The requested start date was Monday, 05 August 2019 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 15-hour, 32-minute period from Monday, 22 July 2019 at 05:30 UTC to Sunday, 04 August 2019 at 21:02 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 : 577
Unique Edges : 803
Edges With Duplicates : 287
Total Edges : 1090
Number of Edge Types : 3
Mentions : 924
Tweet : 146
Replies to : 20
Self-Loops : 146
Reciprocated Vertex Pair Ratio : 0.0418250950570342
Reciprocated Edge Ratio : 0.0802919708029197
Connected Components : 95
Single-Vertex Connected Components : 28
Maximum Vertices in a Connected Component : 214
Maximum Edges in a Connected Component : 467
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.476552
Graph Density : 0.00247328134026574
Modularity : 0.668078
NodeXL Version : 1.0.1.418

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[16] https://simplystatistics.org/2018/06/04/trustworthy-data-analysis/
[12] https://robotwritersai.com/2019/07/29/web-traffic-doubles-with-automated-news-stream/
[11] https://robotwritersai.com/2019/07/22/ebay-adopts-artificial-intelligence-generated-writing/
[8] https://sisweb.ucd.ie/usis/!W_HU_MENU.P_PUBLISH?p_tag=PROG&MAJR=W386
[6] https://neo4j.com/blog/graphcast-paradise-papers-follow-the-money
[6] http://www.datastories.pk/stunted-children-under-five-years-of-age-most-in-khyber-pakhtunkhwas-newly-merged-districts-kp-nmd/
[6] https://www.scopeweb.nyc/en/blog/10-ways-to-use-linkedin-for-b2b-lead-generation
[5] https://gijn.org/2019/07/25/gijns-data-journalism-top-10-aging-wimbledon-must-read-dataviz-bad-charts-german-opera/
[5] https://twitter.com/datajournalism/status/1157241264728731648
[5] https://junkcharts.typepad.com/junk_charts/2019/07/what-is-a-bad-chart.html

Top URLs in Tweet in G1:
[1] https://twitter.com/i/web/status/1155196190998355968
[1] https://twitter.com/i/web/status/1155462719031713792
[1] https://twitter.com/i/web/status/1155588776128864263
[1] https://twitter.com/i/web/status/1156177667571556352
[1] https://twitter.com/fcoel/status/1153812194540183552

Top URLs in Tweet in G2:
[5] https://gijn.org/2019/07/25/gijns-data-journalism-top-10-aging-wimbledon-must-read-dataviz-bad-charts-german-opera/
[5] https://twitter.com/datajournalism/status/1157241264728731648
[5] https://junkcharts.typepad.com/junk_charts/2019/07/what-is-a-bad-chart.html
[4] https://datajournalism.com/read/newsletters/bad-charts
[3] https://gijn.org/2019/08/01/gijns-data-journalism-top-10-hong-kong-protests-migration-waves-democratizing-dataviz/
[1] https://twitter.com/i/web/status/1154324964486651905
[1] https://datajournalism.com/read/newsletters/ama-with-the-economists-data-team
[1] https://twitter.com/i/web/status/1154996673392676864
[1] https://twitter.com/i/web/status/1155298998493696000
[1] https://twitter.com/i/web/status/1155803695310757889

Top URLs in Tweet in G3:
[4] http://Newsography.com
[2] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Faugust-edition-data-journalism-c48bcd2efc72
[1] https://twitter.com/search?f=tweets&vertical=default&q=from%3Arealdonaldtrump%20%22democratic%20party%22&src=typd
[1] https://twitter.com/search?f=tweets&q=from%3Arealdonaldtrump%20%22democrat%20party%22&src=typd
[1] https://twitter.com/i/web/status/1153499427887357953
[1] https://careerssearch.bbc.co.uk/jobs/job/Journalist-Data-BBC-Look-North/41656
[1] https://twitter.com/i/web/status/1153744774010212352
[1] https://twitter.com/vizowl/status/1152012011644915712
[1] https://twitter.com/i/web/status/1153883234956120066
[1] https://twitter.com/datajournalism/status/1153955008137662465

Top URLs in Tweet in G4:
[1] https://twitter.com/i/web/status/1153951130692534272
[1] https://twitter.com/i/web/status/1153972480475828225
[1] https://twitter.com/i/web/status/1154117782063202305
[1] https://twitter.com/i/web/status/1153554650400022528

Top URLs in Tweet in G6:
[6] http://www.datastories.pk/stunted-children-under-five-years-of-age-most-in-khyber-pakhtunkhwas-newly-merged-districts-kp-nmd/
[3] https://www.bbc.co.uk/news/resources/idt-985b9374-596e-4ae6-aa04-7fbcae4cb7ee
[1] https://twitter.com/i/web/status/1155237465759899650
[1] https://twitter.com/earthjournalism/status/1155704504823607299
[1] https://twitter.com/i/web/status/1156556530591965184
[1] https://codap.concord.org/
[1] https://twitter.com/i/web/status/1153952901804560384
[1] https://twitter.com/i/web/status/1153240309985415169
[1] https://twitter.com/i/web/status/1156314402552995842

Top URLs in Tweet in G7:
[8] https://sisweb.ucd.ie/usis/!W_HU_MENU.P_PUBLISH?p_tag=PROG&MAJR=W386
[1] https://twitter.com/i/web/status/1156504358667857925
[1] https://twitter.com/i/web/status/1154786990484807682
[1] https://twitter.com/i/web/status/1156511536866910208

Top URLs in Tweet in G8:
[10] https://simplystatistics.org/2018/06/04/trustworthy-data-analysis/
[1] https://twitter.com/i/web/status/1156684859475185665
[1] https://twitter.com/i/web/status/1153278945204277248

Top URLs in Tweet in G9:
[3] https://earthjournalism.net/opportunities/call-for-applications-environmental-data-journalism-workshop-for-indonesian-journalists-based-in-greater-jakarta
[1] https://twitter.com/i/web/status/1153907663631077376
[1] https://twitter.com/i/web/status/1154285151578234880
[1] https://twitter.com/i/web/status/1155704504823607299
[1] https://twitter.com/i/web/status/1155810203163492352
[1] https://twitter.com/i/web/status/1156112190597816321
[1] https://twitter.com/i/web/status/1156547558669295616
[1] https://twitter.com/i/web/status/1156554259502161920

Top Domains
Top Domains in Tweet in Entire Graph:
[117] twitter.com
[24] robotwritersai.com
[19] datajournalism.com
[17] mailchi.mp
[16] simplystatistics.org
[9] gijn.org
[9] co.uk
[8] ucd.ie
[6] neo4j.com
[6] co.kr

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

Top Domains in Tweet in G2:
[15] twitter.com
[8] gijn.org
[8] datajournalism.com
[5] typepad.com
[1] europeandatajournalism.eu
[1] opennews.org

Top Domains in Tweet in G3:
[17] twitter.com
[6] co.kr
[5] newsography.com
[3] medium.com
[2] co.uk
[2] icij.org
[2] datajournalism.com
[1] simplystatistics.org

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

Top Domains in Tweet in G6:
[6] datastories.pk
[6] twitter.com
[3] co.uk
[1] concord.org

Top Domains in Tweet in G7:
[8] ucd.ie
[3] twitter.com

Top Domains in Tweet in G8:
[10] simplystatistics.org
[2] twitter.com

Top Domains in Tweet in G9:
[7] twitter.com
[3] earthjournalism.net

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[188] datajournalism
[59] data
[47] ddj
[23] datastorytelling
[22] journalists
[21] dataviz
[13] journalism
[12] datavisualization
[12] marketing
[11] charts



Top Hashtags in Tweet in G1:
[23] data
[4] coders
[4] datajournalism
[3] trabajoar
[1] python
[1] datadelvers
[1] datascience

Top Hashtags in Tweet in G2:
[30] ddj
[9] dataviz
[9] charts
[8] data
[5] datajournalism
[4] визуализации
[4] critique
[4] fifaworldcup
[2] datavisualization
[1] физикализация

Top Hashtags in Tweet in G3:
[35] datajournalism
[8] news
[6] 인사청문20년
[6] 인사청문회
[6] 최초분석
[6] kbs
[6] kbs뉴스
[6] kbs데이터저널리즘
[2] datastorytelling
[2] datascience

Top Hashtags in Tweet in G4:
[15] datajournalism
[7] factanddatacamp
[4] fackchecking
[4] douala
[3] factchecking
[3] teamdouala
[3] training
[2] factcheck
[2] opendata
[1] osiwa

Top Hashtags in Tweet in G5:
[5] india_free_kashmir
[5] kashmir
[5] indianarmyinkashmir
[5] kashmirunderthreat
[5] indiausingclusterbo

Top Hashtags in Tweet in G6:
[16] datajournalism
[11] ddj
[5] stunted
[5] pakistan
[5] fata
[5] hamburg
[2] storytellingwithdata
[2] massshooting
[1] mobileversion
[1] children

Top Hashtags in Tweet in G8:
[14] datastorytelling
[9] bigdata
[4] datavisualization

Top Hashtags in Tweet in G9:
[22] journalists
[22] data
[3] reporting
[3] datajournalism

Top Hashtags in Tweet in G10:
[2] sdgs
[1] genre
[1] odd
[1] ins
[1] genderdatajournalism
[1] cmr
[1] genderdata

Top Words
Top Words in Tweet in Entire Graph:
[323] Words in Sentiment List#1: Positive
[122] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[12451] Non-categorized Words
[12896] Total Words
[194] lndata
[188] #datajournalism
[187] data
[112] buscamos
[112] lncreativa

Top Words in Tweet in G1:
[194] lndata
[112] buscamos
[112] lncreativa
[99] programador
[89] full
[89] stack
[89] sumarse
[89] nuestro
[89] equipo
[79] busqueda

Top Words in Tweet in G2:
[88] datajournalism
[67] data
[51] charts
[30] #ddj
[25] theeconomist
[24] junkcharts
[23] make
[23] one
[22] team
[21] themselves

Top Words in Tweet in G3:
[35] #datajournalism
[8] #news
[7] data
[7] angolo
[6] 최초분석
[6] 인사청문
[6] #인사청문20년
[6] #인사청문회
[6] #최초분석
[6] #kbs

Top Words in Tweet in G4:
[16] adisicameroun
[15] #datajournalism
[13] fact
[12] à
[11] datacamp
[8] les
[8] données
[8] formation
[8] ce
[7] jour

Top Words in Tweet in G5:
[5] thewiebel
[5] #india_free_kashmir
[5] #kashmir
[5] #indianarmyinkashmir
[5] #kashmirunderthreat
[5] #indiausingclusterbo
[5] publicintegrity
[4] j_a_mr
[4] pub

Top Words in Tweet in G6:
[16] #datajournalism
[11] #ddj
[9] much
[8] old
[7] hotter
[5] data
[5] loved
[5] thank
[5] #stunted
[5] children

Top Words in Tweet in G7:
[22] data
[21] ucd
[21] now
[21] accepting
[21] applications
[21] part
[21] time
[20] journalism
[19] cpd
[18] bahareh360

Top Words in Tweet in G8:
[14] #datastorytelling
[14] data
[12] kirkdborne
[10] trustworthy
[10] analysis
[10] includes
[10] trusted
[10] simplystats
[9] #bigdata
[9] #datas

Top Words in Tweet in G9:
[22] workshop
[22] #journalists
[22] learn
[22] discover
[22] use
[22] visualize
[22] open
[22] #data
[19] environmental
[13] apply

Top Words in Tweet in G10:
[3] des
[2] et
[2] thesdgswinners
[2] datajournalism
[2] #sdgs
[2] au

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[112] lndata,lncreativa
[89] buscamos,programador
[89] programador,full
[89] full,stack
[89] stack,sumarse
[89] sumarse,nuestro
[89] nuestro,equipo
[89] equipo,lndata
[79] busqueda,laboral
[79] laboral,buscamos

Top Word Pairs in Tweet in G1:
[112] lndata,lncreativa
[89] buscamos,programador
[89] programador,full
[89] full,stack
[89] stack,sumarse
[89] sumarse,nuestro
[89] nuestro,equipo
[89] equipo,lndata
[79] busqueda,laboral
[79] laboral,buscamos

Top Word Pairs in Tweet in G2:
[21] charts,theeconomist
[21] theeconomist,make
[21] make,themselves
[21] themselves,behind
[21] behind,each
[21] each,one
[21] one,dedicated
[21] dedicated,data
[21] data,team
[21] team,number

Top Word Pairs in Tweet in G3:
[7] angolo,#datajournalism
[6] 최초분석,인사청문
[6] #인사청문20년,#인사청문회
[6] #인사청문회,#최초분석
[6] #최초분석,#kbs
[6] #kbs,#kbs뉴스
[6] #kbs뉴스,#news
[6] #news,#kbs데이터저널리즘
[6] #kbs데이터저널리즘,#datajournalism
[2] data,journalism

Top Word Pairs in Tweet in G4:
[11] fact,datacamp
[7] début,l'atelier
[7] l'atelier,formation
[7] formation,fact
[7] datacamp,ce
[7] ce,lundi
[7] lundi,22
[7] 22,juillet
[7] juillet,2019
[7] 2019,à

Top Word Pairs in Tweet in G5:
[5] thewiebel,#india_free_kashmir
[5] #india_free_kashmir,#kashmir
[5] #kashmir,#indianarmyinkashmir
[5] #indianarmyinkashmir,#kashmirunderthreat
[5] #kashmirunderthreat,#indiausingclusterbo
[5] #indiausingclusterbo,publicintegrity
[4] j_a_mr,thewiebel
[4] publicintegrity,pub

Top Word Pairs in Tweet in G6:
[9] #ddj,#datajournalism
[5] #stunted,children
[5] children,#pakistan
[5] #pakistan,kp's
[5] kp's,nmd
[5] nmd,formerly
[5] formerly,#fata
[5] #fata,#ddj
[5] much,warmer
[5] warmer,city

Top Word Pairs in Tweet in G7:
[21] now,accepting
[21] accepting,applications
[21] applications,part
[21] part,time
[21] time,data
[20] data,journalism
[19] journalism,cpd
[13] ucd,school
[13] school,information
[13] information,communication

Top Word Pairs in Tweet in G8:
[10] trustworthy,data
[10] data,analysis
[10] analysis,includes
[10] includes,trusted
[10] trusted,#datastorytelling
[10] #datastorytelling,simplystats
[9] kirkdborne,trustworthy
[9] simplystats,#bigdata
[9] #bigdata,#datas
[4] truthful,art

Top Word Pairs in Tweet in G9:
[22] workshop,#journalists
[22] #journalists,learn
[22] learn,discover
[22] discover,use
[22] use,visualize
[22] visualize,open
[22] open,#data
[19] #data,environmental
[12] apply,now
[12] now,workshop

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@lndata
@lncreativa
@datajournalism
@theeconomist
@junkcharts
@momiperalta
@gijn
@bahareh360
@adisicameroun
@kirkdborne

Top Mentioned in G1:
@lndata
@lncreativa
@momiperalta

Top Mentioned in G2:
@datajournalism
@theeconomist
@junkcharts
@gijn
@alice_corona
@musmekh
@highcharts
@dataviz_catalog
@batjo_data
@ku

Top Mentioned in G4:
@adisicameroun
@mouenthias
@mlmamgue
@cameroon_data
@datajournalism
@kamtchang1
@doualanow
@osiwa1
@africacheck_fr
@ned

Top Mentioned in G5:
@publicintegrity
@j_a_mr
@thewiebel
@pub
@publisherswkly
@pubg
@ppppolls
@publichealth
@datajournalism
@niemahanne

Top Mentioned in G6:
@albertocairo
@smfrogers
@jonmendrala
@datastoriespk1
@khalid_khattak
@_erinmansfield
@bbcnews
@ire_nicar
@datajournalism
@marym_ryan

Top Mentioned in G7:
@bahareh360
@datajournalism
@theeconomist
@ucd_ischool

Top Mentioned in G8:
@kirkdborne
@simplystats

Top Mentioned in G9:
@earthjournalism
@resource_watch

Top Mentioned in G10:
@thesdgswinners
@datajournalism
@genderdata
@datajournalism1
@journalistdata
@journalismes
@thesdgsgirl
@youthsdgssummit
@africayouthsdgs

Top Tweeters
Top Tweeters in Entire Graph:
@alllibertynews
@ottlegalrebels
@lechatnoire4
@rvp
@aaroncuddeback
@bbcnews
@stcom
@skynews
@mailonline
@ft

Top Tweeters in G1:
@amaly57
@andrestwiters
@mtac79
@libbyfradkin
@javi2017arg
@pls2310
@madbydm
@doloresmitre
@agusmoronii
@gabycodobesa

Top Tweeters in G2:
@alllibertynews
@ft
@theeconomist
@riotta
@bbbcccnnn
@albertocairo
@margymaclibrary
@grjenkin
@vizworld
@dr_mana

Top Tweeters in G3:
@breveinutile
@observernotes
@newsography1
@danmichalski
@lorisguemart
@_jon_green
@jordanonrecord
@thatstellar
@jackivaughan
@rlingle

Top Tweeters in G4:
@anniepayep
@dialimpa
@calfactcheck
@mbenjumafany
@mariamakane65
@osiwa1
@africacheck
@doualanow
@nedemocracy
@mouenthias

Top Tweeters in G5:
@stcom
@mailonline
@aa_arabic
@raajje_tv
@publisherswkly
@tahiraatique2
@niemanlab
@publicintegrity
@ppppolls
@taxreformer

Top Tweeters in G6:
@bbcnews
@jonmendrala
@macloo
@awaissaleem77
@smfrogers
@_erinmansfield
@avmartinez
@nad33mkhan
@ranahard
@iaincollins

Top Tweeters in G7:
@prajnamu
@claralmm
@sigitpurnomo
@twone2
@natalieharrower
@colizscott
@dri_ireland
@aidanosulliva15
@thekie1
@sanjit_oberai

Top Tweeters in G8:
@kirkdborne
@nitinramrap
@technoltwitbot
@max_lyashko
@pacehrb
@calmsannic
@alcgroup
@ezlikesundayam
@randalscottking
@simplystats

Top Tweeters in G9:
@afiasalam
@emirhartato
@ejgertz
@worldresources
@toorad4u__
@priscillahon
@earthjournalism
@internewseurope
@niuslady
@resource_watch

Top Tweeters in G10:
@ossap_sdgs
@journalismes
@bsdkrs
@sdgsforyouth
@youthsdgssummit
@africayouthsdgs
@datajournalism1
@thesdgsgirl
@datajournalists
@thesdgswinners


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