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datajournalism_2021-01-25_07-00-21.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
January 25, 2021
Short Description:
datajournalism via NodeXL https://bit.ly/3ccb3D0
@datajournalism
@sigmaawards
@e2d3org
@dashboarddr
@liliasaul
@ejcnet
@icijorg
@kuangkeng
@internews
@code4africa

Top hashtags:
#datajournalism
#dataviz
#ddj
#data
#excel
#javascript
#d3js
#github
#datavizualization

Description:
Description
The graph represents a network of 616 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, 25 January 2021 at 15:01 UTC.

The requested start date was Monday, 25 January 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 12-day, 7-hour, 41-minute period from Monday, 11 January 2021 at 04:26 UTC to Saturday, 23 January 2021 at 12:07 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 : 616
Unique Edges : 500
Edges With Duplicates : 1455
Total Edges : 1955
Number of Edge Types : 5
Mentions : 204
Tweet : 114
Retweet : 634
MentionsInRetweet : 987
Replies to : 16
Self-Loops : 122
Reciprocated Vertex Pair Ratio : 0.0468409586056645
Reciprocated Edge Ratio : 0.0894901144640999
Connected Components : 61
Single-Vertex Connected Components : 25
Maximum Vertices in a Connected Component : 430
Maximum Edges in a Connected Component : 1650
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 4.008216
Graph Density : 0.0025366909513251
Modularity : 0.422765
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 616 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, 25 January 2021 at 15:01 UTC.

The requested start date was Monday, 25 January 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 12-day, 7-hour, 41-minute period from Monday, 11 January 2021 at 04:26 UTC to Saturday, 23 January 2021 at 12:07 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 : datajournalism
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:
[19] https://www.journaliststoolbox.org/category/data-visualization-and-online-tools/
[16] https://medium.com/sigma-awards/today-were-launching-the-sigmas-slack-team-55ac9ad85c2e
[8] https://sigmaawards.org/
[7] https://twitter.com/datajournalism/status/1349405357827829762
[6] https://datajournalism.com/read/newsletters/digital-verification-for-human-rights-advocacy
[4] https://datajournalism.com/read/longreads/harnessing-wikipedias-superpowers-for-journalism
[3] https://budget.g0v.it/
[3] https://datajournalism.com/
[3] https://datajournalism.com/read/handbook/verification-3
[3] https://datajournalism.com/read/longreads/covid-19-data-journalism

Top URLs in Tweet in G1:
[2] https://datajournalism.com/read/newsletters/digital-verification-for-human-rights-advocacy
[2] https://datajournalism.com/read/handbook/verification-3
[2] https://soundcloud.com/datajournalism/episode-20-conversation-with-sam-dubberley-amnesty-international
[2] https://twitter.com/datajournalism/status/1348899557074227200
[1] https://twitter.com/i/web/status/1348172780035051520
[1] https://twitter.com/i/web/status/1346821051821518851
[1] https://twitter.com/i/web/status/1351435475320516610
[1] https://twitter.com/i/web/status/1352158848447111168
[1] https://twitter.com/i/web/status/1352523438498455554
[1] https://twitter.com/i/web/status/1348534662864515072

Top URLs in Tweet in G2:
[16] https://medium.com/sigma-awards/today-were-launching-the-sigmas-slack-team-55ac9ad85c2e
[8] https://sigmaawards.org/
[2] https://medium.com/sigma-awards/may-2021-be-the-year-you-win-a-data-journalism-award-f73f45393dc4
[2] http://www.verigazeteciligi.com/veri-biyografileri-verinizi-tanimak/
[2] https://www.nytimes.com/interactive/2020/12/17/world/asia/india-pollution-inequality.html
[1] https://twitter.com/i/web/status/1351835490073407490
[1] https://twitter.com/i/web/status/1349045373176741888
[1] https://sigmaawards.org/jury-pre-jury/
[1] https://twitter.com/i/web/status/1351568392893853696
[1] https://twitter.com/i/web/status/1351651810545721360

Top URLs in Tweet in G3:
[1] https://twitter.com/i/web/status/1352261682765041664
[1] https://twitter.com/i/web/status/1351506016714702853
[1] https://twitter.com/smussenden/status/1349789881770401800
[1] https://engage.bah.com/Article/Redirect/f5b5a45d-4410-41b9-8925-29f8fa822690?uc=30185&g=6ba3f347-3871-42ba-b278-b427417e6192&f=146177

Top URLs in Tweet in G4:
[1] https://twitter.com/i/web/status/1347105710740537346
[1] https://www.youtube.com/playlist?list=PLX8WJHJrWe7LSpeTPGIjUEYOsoi5Kl8Dy

[1] https://mailchi.mp/ejc.net/we-have-extended-the-deadline-of-our-reporting-grants?utm_content=buffer60a03&utm_medium=social&utm_source=twitter.com&utm_campaign=ejcsocial
[1] https://twitter.com/i/web/status/1352568712696655872
[1] https://datajournalism.com/listen

Top URLs in Tweet in G5:
[1] https://www.icij.org/investigations/fincen-files/how-our-smallest-fincen-files-stories-captured-the-biggest-data-lessons/?utm_campaign=Sprout&utm_content=&utm_medium=social&utm_source=twitter
[1] https://twitter.com/i/web/status/1348800112802353153
[1] https://www.icij.org/investigations/fincen-files/how-our-smallest-fincen-files-stories-captured-the-biggest-data-lessons/?utm_campaign=Sprout&utm_content=fincen+files&utm_medium=social&utm_source=twitter

Top URLs in Tweet in G6:
[1] https://www.truenumbers.it/quanto-guadagna-un-notaio/
[1] https://twitter.com/i/web/status/1348645943680315392
[1] https://twitter.com/i/web/status/1348732818424213507
[1] https://datajournalism.com/
[1] https://datajournalism.com/read/handbook/verification-3
[1] https://www.redfin.com/news/survey-remote-work-migration-homebuyers/
[1] https://unstats.un.org/unsd/undataforum/webinars/18/
[1] https://oxford.universitypressscholarship.com/view/10.1093/oso/9780190655860.001.0001/oso-9780190655860-chapter-3?utm_campaign=oupac-campaign:837585&utm_source=Twitter&utm_medium=social&utm_content=post:49005593&utm_term=Oxford
[1] Academic
[1] https://twitter.com/Advocassembly/status/1350041962854969344

Top URLs in Tweet in G7:
[7] https://twitter.com/datajournalism/status/1349405357827829762
[3] https://datajournalism.com/read/newsletters/digital-verification-for-human-rights-advocacy

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/1352595870647255041
[1] https://twitter.com/i/web/status/1352543022672613376
[1] https://warninggraphiccontent.tumblr.com/post/640364473900777472/15-january-2021

Top URLs in Tweet in G9:
[1] https://internews.org/updates/supercharge-your-reporting-data-journalism-workshop-20
[1] https://paper.li/VisualOfData/1371604296?edition_id=b0ee4780-5b96-11eb-a497-0cc47a0d1605
[1] https://twitter.com/i/web/status/1351748473134206976

Top URLs in Tweet in G10:
[2] https://twitter.com/sigmaawards/status/1351651810545721360
[1] https://twitter.com/i/web/status/1348999470965514242

Top Domains
Top Domains in Tweet in Entire Graph:
[105] twitter.com
[26] datajournalism.com
[19] journaliststoolbox.org
[18] medium.com
[10] sigmaawards.org
[5] google.com
[4] verigazeteciligi.com
[4] hasselfallas.com
[3] g0v.it
[3] paper.li

Top Domains in Tweet in G1:
[21] twitter.com
[7] datajournalism.com
[2] soundcloud.com
[1] bloomberg.com
[1] vimeo.com
[1] paper.li

Top Domains in Tweet in G2:
[19] twitter.com
[18] medium.com
[9] sigmaawards.org
[2] verigazeteciligi.com
[2] nytimes.com
[1] paper.li
[1] blogspot.com
[1] ijnet.org
[1] theodi.org

Top Domains in Tweet in G3:
[3] twitter.com
[1] bah.com

Top Domains in Tweet in G4:
[2] twitter.com
[1] youtube.com
[1] mailchi.mp
[1] datajournalism.com

Top Domains in Tweet in G5:
[2] icij.org
[1] twitter.com

Top Domains in Tweet in G6:
[9] twitter.com
[3] datajournalism.com
[2] verigazeteciligi.com
[1] truenumbers.it
[1] redfin.com
[1] un.org
[1] universitypressscholarship.com
[1] reddit.com
[1] linkedin.com
[1] humberstorylab.ca

Top Domains in Tweet in G7:
[7] twitter.com
[3] datajournalism.com

Top Domains in Tweet in G8:
[2] twitter.com
[1] tumblr.com

Top Domains in Tweet in G9:
[1] internews.org
[1] paper.li
[1] twitter.com

Top Domains in Tweet in G10:
[3] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[282] datajournalism
[138] dataviz
[136] ddj
[116] data
[109] excel
[109] javascript
[108] d3js
[108] github
[108] datavizualization
[108] json



Top Hashtags in Tweet in G1:
[70] verificationhandbook
[46] disinformation
[29] osint
[23] journalists
[15] datajournalism
[13] dataviz
[13] maps
[7] datasets
[4] ddj
[4] humanrights

Top Hashtags in Tweet in G2:
[86] datajournalism
[70] ddj
[31] sigmas21
[10] covid19
[5] verigazeteciliği
[4] açıkveri
[4] veriokuryazarlığı
[3] verigörselleştirme
[3] veribülteni
[3] opendata

Top Hashtags in Tweet in G3:
[108] dataviz
[107] excel
[107] d3js
[107] github
[107] data
[107] datavizualization
[107] javascript
[107] json
[105] infographics
[44] e2d3

Top Hashtags in Tweet in G4:
[28] datajournalism
[10] journalists
[3] audienceengagement
[3] audio
[2] osint
[1] verificationhandbook
[1] nisdata

Top Hashtags in Tweet in G5:
[17] fincenfiles
[12] datajournalism
[8] luandaleaks
[8] mauritiusleaks
[8] panamapapers

Top Hashtags in Tweet in G6:
[26] datajournalism
[4] journalism
[4] ddj
[3] dataviz
[1] votersuppression
[1] notai
[1] stipendio
[1] reddito
[1] winners
[1] atcomputers

Top Hashtags in Tweet in G7:
[14] osint
[3] journalists
[3] podcast
[2] datasets
[1] derechoshumanos
[1] humanrights

Top Hashtags in Tweet in G8:
[4] dataviz
[4] ddj
[4] datajournalism
[2] data
[1] ifgdatabites

Top Hashtags in Tweet in G9:
[15] datajournalism
[15] storygrants

Top Hashtags in Tweet in G10:
[3] datajournalism
[2] ddj
[2] dataviz

Top Words
Top Words in Tweet in Entire Graph:
[282] #datajournalism
[195] datajournalism
[151] data
[138] #dataviz
[136] #ddj
[120] sigmaawards
[116] #data
[109] #excel
[109] #javascript
[108] add

Top Words in Tweet in G1:
[161] datajournalism
[70] #verificationhandbook
[67] latest
[52] edition
[46] #disinformation
[46] comes
[46] language
[46] something
[46] help
[40] craigsilverman

Top Words in Tweet in G2:
[116] sigmaawards
[86] #datajournalism
[70] #ddj
[40] 2020
[31] #sigmas21
[28] submit
[26] year
[24] best
[24] ijnet
[23] slack

Top Words in Tweet in G3:
[108] #dataviz
[107] #excel
[107] add
[107] excel
[107] #d3js
[107] #github
[107] #data
[107] #datavizualization
[107] #javascript
[107] #json

Top Words in Tweet in G4:
[28] #datajournalism
[25] ejcnet
[15] journalists
[15] use
[15] hold
[15] power
[15] account
[15] place
[15] topics
[15] femicide

Top Words in Tweet in G5:
[24] icijorg
[17] #fincenfiles
[16] icij
[12] #datajournalism
[11] makes
[11] unique
[11] delreuter
[11] explains
[11] different
[11] approach

Top Words in Tweet in G6:
[26] #datajournalism
[7] data
[4] sono
[4] #journalism
[4] #ddj
[3] ma
[3] #dataviz
[3] journalism
[3] poco
[2] read

Top Words in Tweet in G7:
[17] datajournalism
[15] samdubberley
[14] #osint
[9] digital
[9] amnesty
[8] thanks
[8] tarakelly
[8] chatting
[8] work
[8] amnesty's

Top Words in Tweet in G8:
[4] week's
[4] #dataviz
[4] #ddj
[4] #datajournalism
[4] etc
[3] links
[2] #data
[2] adalovelaceinst
[2] rowlsmanthorpe
[2] nytgraphics

Top Words in Tweet in G9:
[28] apply
[16] internews
[16] malaysia
[15] #datajournalism
[15] #storygrants
[14] journalists
[14] researchers
[14] workshop
[3] data
[2] partnership

Top Words in Tweet in G10:
[16] albertocairo
[15] delighted
[15] announce
[15] joined
[15] tamaramunzner
[15] joint
[15] series
[15] editor
[15] ak
[15] peters

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[108] #excel,add
[108] add,#dataviz
[108] #dataviz,excel
[108] excel,#d3js
[108] #d3js,#github
[108] #github,#data
[108] #data,#datavizualization
[108] #datavizualization,#javascript
[108] #javascript,#json
[106] #json,#infographics

Top Word Pairs in Tweet in G1:
[46] #disinformation,comes
[46] comes,language
[46] language,something
[46] something,help
[46] help,latest
[46] latest,edition
[46] edition,#verificationhandbook
[45] datajournalism,#disinformation
[28] #osint,techniques
[21] techniques,essential

Top Word Pairs in Tweet in G2:
[19] #ddj,#datajournalism
[18] ijnet,sigmaawards
[18] sigmaawards,#datajournalism
[18] #datajournalism,open
[18] open,entries
[18] entries,year
[18] year,categories
[18] categories,submit
[16] today,re
[16] re,launching

Top Word Pairs in Tweet in G3:
[107] #excel,add
[107] add,#dataviz
[107] #dataviz,excel
[107] excel,#d3js
[107] #d3js,#github
[107] #github,#data
[107] #data,#datavizualization
[107] #datavizualization,#javascript
[107] #javascript,#json
[105] #json,#infographics

Top Word Pairs in Tweet in G4:
[15] journalists,use
[15] use,#datajournalism
[15] #datajournalism,hold
[15] hold,power
[15] power,account
[15] account,place
[15] place,topics
[15] topics,femicide
[15] femicide,political
[15] political,agenda

Top Word Pairs in Tweet in G5:
[11] makes,#datajournalism
[11] #datajournalism,unique
[11] unique,delreuter
[11] delreuter,explains
[11] explains,different
[11] different,approach
[11] approach,picking
[11] picking,seashells
[10] icijorg,makes
[10] seashells,bea

Top Word Pairs in Tweet in G6:
[3] #dataviz,#datajournalism
[3] data,journalism
[3] #journalism,#datajournalism
[2] ma,non
[2] nel,2020
[2] one,third
[2] journalism,best
[2] #datajournalism,#ddj

Top Word Pairs in Tweet in G7:
[8] thanks,tarakelly
[8] tarakelly,datajournalism
[8] datajournalism,chatting
[8] chatting,work
[8] work,amnesty's
[8] amnesty's,crisis
[8] crisis,evidence
[8] evidence,lab
[8] lab,latest
[7] samdubberley,thanks

Top Word Pairs in Tweet in G8:
[4] week's,#dataviz
[4] #dataviz,#ddj
[4] #ddj,#datajournalism
[3] etc,links
[2] #datajournalism,etc
[2] #datajournalism,#data
[2] #data,etc
[2] links,adalovelaceinst
[2] adalovelaceinst,rowlsmanthorpe
[2] rowlsmanthorpe,nytgraphics

Top Word Pairs in Tweet in G9:
[14] apply,journalists
[14] journalists,researchers
[14] researchers,malaysia
[14] malaysia,apply
[14] apply,#datajournalism
[14] #datajournalism,workshop
[14] workshop,#storygrants
[13] internews,apply
[2] partnership,european
[2] european,union

Top Word Pairs in Tweet in G10:
[15] delighted,announce
[15] announce,albertocairo
[15] albertocairo,joined
[15] joined,tamaramunzner
[15] tamaramunzner,joint
[15] joint,series
[15] series,editor
[15] editor,ak
[15] ak,peters
[14] crcpress,delighted

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@datajournalism
@sigmaawards
@e2d3org
@craigsilverman
@ejcnet
@icijorg
@ijnet
@amnesty
@craignewmark
@samdubberley

Top Mentioned in G1:
@datajournalism
@craigsilverman
@craignewmark
@bbgvisualdata
@jessica_xls
@wikipedia
@natgeo
@monikajon
@tdatascience
@ejcnet

Top Mentioned in G2:
@sigmaawards
@ijnet
@alastairotter
@mediahackza
@promotion
@aeleraqi
@_vics_
@gijn
@seulgi_jang
@voydorg

Top Mentioned in G3:
@e2d3org
@merrillcollege
@kirkdborne
@sdmoeller

Top Mentioned in G4:
@ejcnet
@datajournalism
@craigsilverman
@craignewmark
@sricchia

Top Mentioned in G5:
@icijorg
@delreuter
@opencorporates
@companieshouse

Top Mentioned in G7:
@amnesty
@datajournalism
@samdubberley
@tarakelly
@sophiecdyer
@giocomai
@abellan_andrea
@wikipedia
@monikajon
@berimvega

Top Mentioned in G8:
@adalovelaceinst
@rowlsmanthorpe
@nytgraphics
@fivethirtyeight
@gallup
@propublica
@econdailycharts
@escoeorg
@ourworldindata
@davidbauer

Top Mentioned in G9:
@internews
@sinarproject
@kuangkeng
@euinmalaysia
@jamesrbuk
@asadjan80

Top Mentioned in G10:
@albertocairo
@tamaramunzner
@crcpress
@sigmaawards

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@aaroncuddeback
@_redfrog
@codegnuts
@osmin__
@viralvideovlogs
@thedeveloperbot
@ssxman2
@srauer20
@dvanhook822

Top Tweeters in G1:
@osmin__
@financialtimes
@farrahfazal
@zhalli1
@monasmitte
@margymaclibrary
@bbbcccnnn
@craignewmark
@grjenkin
@2concussions

Top Tweeters in G2:
@vedatsamur
@scmpnews
@kenedavies
@muckrock
@fcoel
@morpheus_mx1
@ijnet
@bairesquezada
@liliasaul
@flpires

Top Tweeters in G3:
@sectest9
@aaroncuddeback
@codegnuts
@thedeveloperbot
@ssxman2
@friday_js_bot
@dariosailor86
@trendsinai
@_reactdev
@scalarhumanity

Top Tweeters in G4:
@wielkrop2017
@europenthecity
@stephengbrown
@ejcnet
@can_femicide
@juansarasua
@djvde
@markebarden
@hopemkunte
@jullianam

Top Tweeters in G5:
@srauer20
@dvanhook822
@dwatchnews
@themainepain
@nufcedkevin
@neutralbrit
@cometsmum
@jp7916
@nubilasoles
@caesq

Top Tweeters in G6:
@janravensbergen
@oupacademic
@juditalonsog
@5h15h
@kekanaezekiel
@simo1399
@katypreen
@oscarbaruffa
@anthonymabbo
@mauriziodallap

Top Tweeters in G7:
@rdsweb
@leckerc
@sayish
@amnesty
@davidlibeau
@amnestynz
@daliammt
@wafheikal
@samdubberley
@berimvega

Top Tweeters in G8:
@fivethirtyeight
@propublica
@computerweekly
@peterkwells
@tortoise
@pritski
@davidbauer
@gallup
@econdailycharts
@rowlsmanthorpe

Top Tweeters in G9:
@jamesrbuk
@malayhor
@lissacn
@yaminlawut
@kaerumy
@asadjan80
@cspix
@internews
@markteh_
@tayyebafridi

Top Tweeters in G10:
@albertocairo
@davidmpires
@letyludigital
@cedscherer
@titusplattner
@precariobecario
@crcpress
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