datajournalism, Twitter, 5/16/2022 11:20:31 PM, 276477


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datajournalism_2022-05-16_10-00-02.xlsx
datajournalism_2022-05-16_10-00-02.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 16, 2022
Short Description:
datajournalism via NodeXL https://bit.ly/3sFSdvk
@datajournalism
@alastairotter
@warninggraphicc
@unisaacarroyov
@datawrapper
@deepakadk
@cdjnorg
@studionedesign
@evergreendata
@clairemilleruk

Top hashtags:
#datajournalism
#ddj
#dataviz
#data
#python

Description:
Description
The graph represents a network of 457 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, 16 May 2022 at 17:00 UTC.

The requested start date was Monday, 16 May 2022 at 00:01 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 13-day, 17-hour, 13-minute period from Monday, 02 May 2022 at 05:47 UTC to Sunday, 15 May 2022 at 23:00 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 : 457
Unique Edges : 340
Edges With Duplicates : 791
Total Edges : 1131
Number of Edge Types : 5
MentionsInRetweet : 474
Mentions : 202
Retweet : 350
Tweet : 85
Replies to : 20
Self-Loops : 108
Reciprocated Vertex Pair Ratio : 0.0594405594405594
Reciprocated Edge Ratio : 0.112211221122112
Connected Components : 64
Single-Vertex Connected Components : 26
Maximum Vertices in a Connected Component : 264
Maximum Edges in a Connected Component : 806
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.558743
Graph Density : 0.00290798111251871
Modularity : 0.472834
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 457 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, 16 May 2022 at 17:00 UTC.

The requested start date was Monday, 16 May 2022 at 00:01 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 13-day, 17-hour, 13-minute period from Monday, 02 May 2022 at 05:47 UTC to Sunday, 15 May 2022 at 23:00 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 : 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:
[25] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Finside.mediahack.co.za%2Fdata-journalism-tools-and-resources-8df1c3d96c13%3Fsource%3Dsocial.tw
[9] https://datajournalism.com/read/blog/pyhton-and-r-for-data-journalism
[7] https://twitter.com/datajournalism/status/1521090578380898304
[6] https://tn.com.ar/economia/2022/05/13/pese-al-embate-de-cristina-kirchner-guzman-esta-entre-los-10-ministros-de-economia-que-mas-duraron/
[5] https://mcengkuru.medium.com/10-reasons-why-nobody-is-using-your-data-visualizations-and-how-to-fix-it-5d52a471f7d8?source=twitterShare-a30eb3fe6d62-1652503939&_branch_match_id=link-1053884782218458868
[5] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Finside.mediahack.co.za%2Fbeginners-guide-to-extracting-data-from-pdfs-1ccb40935dbe
[4] https://www.datasketch.co/newsletter/data-journalism/issue-13-press-freedom-and-on-the-way-to-innovation/
[4] https://leanpub.com/gettingstartedwithdatajournalism/
[3] https://app.addevent.com/dir/link/evt/agoudmmow
[3] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Finside.mediahack.co.za%2Fwe-train-journalists-from-africa-in-data-journalism-online-heres-what-we-ve-learned-f5bbcc8dca89

Top URLs in Tweet in G1:
[4] https://datajournalism.com/read/blog/pyhton-and-r-for-data-journalism
[3] https://app.addevent.com/dir/link/evt/agoudmmow
[2] https://twitter.com/datajournalism/status/1521090578380898304
[2] https://www.addevent.com/event/me13648006
[1] https://datajournalism.com/watch/python-for-journalists
[1] https://datajournalism.com
[1] https://twitter.com/i/web/status/1523258159682715649
[1] https://twitter.com/evergreendata/status/1521158984941686791
[1] https://dataharvest.eu/2022/04/18/data-skills-where-to-begin-and-where-to-go-next/
[1] https://blog.datawrapper.de/hiring-data-visualization-developer/

Top URLs in Tweet in G2:
[24] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Finside.mediahack.co.za%2Fdata-journalism-tools-and-resources-8df1c3d96c13%3Fsource%3Dsocial.tw
[5] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Finside.mediahack.co.za%2Fbeginners-guide-to-extracting-data-from-pdfs-1ccb40935dbe
[3] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Finside.mediahack.co.za%2Fwe-train-journalists-from-africa-in-data-journalism-online-heres-what-we-ve-learned-f5bbcc8dca89
[2] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Finside.mediahack.co.za%2Fdata-journalism-tools-and-resources-8df1c3d96c13
[2] https://newsletter.theoutlier.co.za/
[2] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Finside.mediahack.co.za%2F5-reasons-to-switch-to-openrefine-and-never-look-back-a23150080d1d
[1] https://newsletter.theoutlier.co.za
[1] https://inside.mediahack.co.za/we-train-journalists-from-africa-in-data-journalism-online-heres-what-we-ve-learned-f5bbcc8dca89
[1] https://inside.mediahack.co.za/5-reasons-to-switch-to-openrefine-and-never-look-back-a23150080d1d
[1] https://www.africadatahub.org/training-modules/an-introduction-to-using-data

Top URLs in Tweet in G3:
[2] https://evt.to/agoudmmow
[2] https://medium.com/warning-graphic-content/6-may-2022-ce5fee90170b
[2] https://medium.com/warning-graphic-content/13-may-2022-1a469b1ee79f
[1] https://gijn.org/2022/05/06/data-journalism-top-10-internet-shutdowns-elon-musks-tweets-russian-army-deaths-accessible-dataviz/

Top URLs in Tweet in G4:
[2] https://datajournalism.com/read/blog/pyhton-and-r-for-data-journalism
[2] https://datajournalism.com/read/handbook/two
[1] https://twitter.com/cp24/status/1521782320310665216
[1] https://twitter.com/JimSuttonPhotog/status/1521907011834765313
[1] https://twitter.com/A_I3_J/status/1522193610913067009
[1] https://storyline.knightlab.com/#make
[1] https://twitter.com/Roshanjnu/status/1520267367913189376
[1] https://twitter.com/i/web/status/1523313027684061189
[1] https://twitter.com/i/web/status/1523640021252591617
[1] https://twitter.com/gabrieleaopinto/status/1522272174861651968

Top URLs in Tweet in G5:
[4] https://www.datasketch.co/newsletter/data-journalism/issue-13-press-freedom-and-on-the-way-to-innovation/
[3] https://twitter.com/datajournalism/status/1521090578380898304
[2] https://github.com/isaacarroyov/30DayChartChallenge
[1] https://github.com/isaacarroyov/30DayChartChallenge/blob/main/2022/day_22/30daychartchallenge_day_22_animation.R
[1] https://github.com/laurence001/datajournalisme-R
[1] https://climate.nasa.gov/climate_resources/301/video-global-warming-broken-down-by-latitude-zone-1880-2021/?utm_source=puntofisso&utm_medium=email
[1] https://twitter.com/30DayChartChall/status/1504501875260936201
[1] https://twitter.com/FrankElavsky/status/1518585656896901121
[1] https://twitter.com/i/web/status/1523392382842343424

Top URLs in Tweet in G6:
[1] https://tcij.org/ocri/pilot-in-nepal/trainers/

Top URLs in Tweet in G7:
[1] https://twitter.com/i/web/status/1523662832138481664

Top URLs in Tweet in G9:
[4] https://leanpub.com/gettingstartedwithdatajournalism/
[2] https://clairemiller.net/blog/2022/05/data-journalism-for-beginners-how-to-make-a-live-updating-council-election-map-for-candidates-and-results/
[1] https://www.amazon.co.uk/dp/B09XBYGBLC
[1] https://twitter.com/datajournalism/status/1521090578380898304

Top URLs in Tweet in G10:
[1] https://www.lootedart.com/news.php?r=VG60D5438951
[1] https://moonshot.news/prime/interviews/mara-pometti-we-need-to-interview-the-data-like-we-interview-people/
[1] https://twitter.com/newsmoonshot/status/1524664452645326850

Top Domains
Top Domains in Tweet in Entire Graph:
[46] medium.com
[37] twitter.com
[19] datajournalism.com
[6] com.ar
[5] addevent.com
[5] co.za
[5] leanpub.com
[4] github.com
[4] datasketch.co
[4] youtube.com

Top Domains in Tweet in G1:
[8] datajournalism.com
[8] twitter.com
[5] addevent.com
[1] dataharvest.eu
[1] datawrapper.de
[1] flowingdata.com
[1] muckrock.com
[1] gijn.org
[1] anchor.fm
[1] medium.com

Top Domains in Tweet in G2:
[36] medium.com
[5] co.za
[4] twitter.com
[2] africadatahub.org
[1] python-graph-gallery.com

Top Domains in Tweet in G3:
[4] medium.com
[2] evt.to
[1] gijn.org

Top Domains in Tweet in G4:
[10] twitter.com
[5] datajournalism.com
[2] realtor.com
[1] knightlab.com
[1] inma.org
[1] co.uk
[1] statista.com
[1] linkedin.com
[1] eldiario.es

Top Domains in Tweet in G5:
[6] twitter.com
[4] github.com
[4] datasketch.co
[1] nasa.gov

Top Domains in Tweet in G6:
[1] tcij.org

Top Domains in Tweet in G7:
[1] twitter.com

Top Domains in Tweet in G9:
[4] leanpub.com
[2] clairemiller.net
[1] co.uk
[1] twitter.com

Top Domains in Tweet in G10:
[1] lootedart.com
[1] moonshot.news
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[265] datajournalism
[46] ddj
[37] dataviz
[25] data
[23] python
[21] 30daychartchallenge
[18] r
[13] factchecking
[11] localelections2022
[9] rstats



Top Hashtags in Tweet in G1:
[63] datajournalism
[13] r
[13] python
[12] dataviz
[5] worldpressfreedomday
[5] ddj
[4] datajournalists
[4] disinformation
[3] journojobs
[2] freelancejournalists

Top Hashtags in Tweet in G2:
[61] datajournalism
[16] ddj
[4] africa
[4] onlinelearning
[3] ddjresources
[3] datatools
[2] dataviz
[1] podcasts
[1] onlinecourse
[1] journalism

Top Hashtags in Tweet in G3:
[12] datajournalism
[11] ddj
[9] data
[9] dataviz
[1] foia

Top Hashtags in Tweet in G4:
[21] datajournalism
[3] data
[2] صحافة_البيانات
[2] dataviz
[2] trends
[2] fakenews
[1] affcameroon
[1] factchecking
[1] defyhatenow
[1] thinkb4uclick

Top Hashtags in Tweet in G5:
[22] datajournalism
[21] 30daychartchallenge
[9] dataviz
[9] rstats
[6] day18
[5] datavisualization
[5] python
[4] day24
[4] financialtimes
[4] day22

Top Hashtags in Tweet in G6:
[1] datajournalism
[1] osint
[1] nepal
[1] worldpressfreedomday
[1] datajournalists

Top Hashtags in Tweet in G7:
[2] datajournalism

Top Hashtags in Tweet in G9:
[11] localelections2022
[7] datajournalism
[3] ddj
[2] startdatajournalism
[1] r
[1] python

Top Hashtags in Tweet in G10:
[6] datajournalism
[4] ai
[3] humansfirst
[3] data
[1] wtf
[1] investigations
[1] poland
[1] datascience
[1] crime
[1] digitalhumanities

Top Words
Top Words in Tweet in Entire Graph:
[265] #datajournalism
[222] data
[117] datajournalism
[113] journalism
[78] alastairotter
[71] tools
[68] resources
[54] take
[51] online
[46] #ddj

Top Words in Tweet in G1:
[86] datajournalism
[63] #datajournalism
[48] take
[39] data
[34] looking
[32] next
[31] 17
[30] join
[23] ready
[23] event

Top Words in Tweet in G2:
[106] data
[73] alastairotter
[71] journalism
[67] tools
[62] resources
[61] #datajournalism
[42] list
[37] big
[28] africa
[24] working

Top Words in Tweet in G3:
[23] র
[14] য
[13] ন
[13] শ
[12] ট
[12] ব
[12] #datajournalism
[11] ত
[11] দ
[11] #ddj

Top Words in Tweet in G4:
[21] #datajournalism
[7] journalism
[7] data
[3] #data
[3] الكتاب
[3] الإلكتروني
[3] great
[2] article
[2] datajournalism
[2] إذا

Top Words in Tweet in G5:
[22] #datajournalism
[21] #30daychartchallenge
[19] data
[16] unisaacarroyov
[9] #dataviz
[9] #rstats
[8] once
[8] again
[8] ourworldindata
[7] style

Top Words in Tweet in G6:
[14] climate
[14] investigations
[14] using
[14] osint
[14] data
[14] 16
[14] 19
[14] 2022
[14] excited
[14] announce

Top Words in Tweet in G7:
[6] kg_suresh
[6] iamcrtweets
[6] uspindia
[5] wonderful
[5] interaction
[5] today
[5] friend
[5] india
[5] ambassador
[5] dr

Top Words in Tweet in G9:
[12] clairemilleruk
[12] know
[11] covering
[11] #localelections2022
[11] results
[11] map
[10] make
[10] don
[10] start
[10] featuring

Top Words in Tweet in G10:
[8] newsmoonshot
[6] #datajournalism
[6] moonshot
[6] news
[6] dimitra
[6] letsa
[6] pleasure
[6] discussing
[6] mara
[6] pometti

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[95] data,journalism
[58] tools,resources
[45] journalism,tools
[40] list,data
[24] something,working
[24] working,big
[24] big,list
[23] ready,take
[23] take,leap
[23] leap,#datajournalism

Top Word Pairs in Tweet in G1:
[22] ready,take
[22] take,leap
[22] leap,#datajournalism
[22] #datajournalism,join
[19] join,datajournalism
[16] looking,build
[15] event,17
[14] datajournalism,looking
[13] #r,#python
[12] take,look

Top Word Pairs in Tweet in G2:
[66] data,journalism
[55] tools,resources
[42] journalism,tools
[37] list,data
[23] something,working
[23] working,big
[23] big,list
[21] alastairotter,something
[19] #datajournalism,journalists
[19] journalists,africa

Top Word Pairs in Tweet in G3:
[9] #ddj,#datajournalism
[8] ড,ট
[7] য,র
[7] ট,স
[7] স,ব
[7] ব,দ
[7] #datajournalism,etc
[5] week's,#data
[5] #data,#dataviz
[5] #dataviz,#ddj

Top Word Pairs in Tweet in G4:
[5] data,journalism
[3] الكتاب,الإلكتروني
[2] إذا,كنت
[2] كنت,مهتم
[2] مهتم,بتخصص
[2] بتخصص,#صحافة_البيانات
[2] #صحافة_البيانات,إليك
[2] إليك,هذا
[2] هذا,الكتاب
[2] الإلكتروني,عن

Top Word Pairs in Tweet in G5:
[8] once,again
[6] #day18,#30daychartchallenge
[6] #30daychartchallenge,data
[6] data,style
[6] style,inspiration
[6] inspiration,oecd
[6] oecd,tried
[6] tried,replicate
[6] replicate,chart
[6] chart,platform

Top Word Pairs in Tweet in G6:
[14] climate,investigations
[14] investigations,using
[14] using,osint
[14] osint,data
[14] data,16
[14] 16,19
[14] 19,2022
[14] 2022,excited
[14] excited,announce
[14] announce,name

Top Word Pairs in Tweet in G7:
[5] wonderful,interaction
[5] interaction,today
[5] today,friend
[5] friend,iamcrtweets
[5] iamcrtweets,india
[5] india,ambassador
[5] ambassador,dr
[5] dr,uma
[5] uma,shankar
[5] shankar,pandey

Top Word Pairs in Tweet in G9:
[11] covering,#localelections2022
[11] results,map
[10] #localelections2022,make
[10] make,results
[10] map,don
[10] don,know
[10] know,start
[10] start,featuring
[9] clairemilleruk,covering
[4] data,journalism

Top Word Pairs in Tweet in G10:
[6] moonshot,news
[6] news,dimitra
[6] dimitra,letsa
[6] letsa,pleasure
[6] pleasure,discussing
[6] discussing,mara
[6] mara,pometti
[6] pometti,lead
[6] lead,ai
[6] ai,strategist

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@datajournalism
@alastairotter
@mediahackza
@unisaacarroyov
@ejcnet
@cdjnorg
@clairemilleruk
@evergreendata
@eu_opendata
@discord

Top Mentioned in G1:
@datajournalism
@ejcnet
@eu_opendata
@discord
@evergreendata
@smfrogers
@bisianisimona
@albertocairo
@jessicahuseman
@paulbradshaw

Top Mentioned in G2:
@alastairotter
@mediahackza
@datajournalism
@africa_datahub
@laurajgrant
@outlierafrica
@policyviz
@datastories
@explore_explain
@teganbedser

Top Mentioned in G3:
@warninggraphicc
@instituteforgov
@nprviz
@electoralreform
@wearen
@restofworld
@econdailycharts
@postgraphics
@nytgraphics
@wsjgraphics

Top Mentioned in G4:
@saudinew_media

Top Mentioned in G5:
@unisaacarroyov
@ourworldindata
@oecd
@datasketch
@highcharts
@ohmyshambles
@musmekh
@duc_qn
@datajournalism

Top Mentioned in G6:
@cdjnorg
@datajournalism

Top Mentioned in G7:
@kg_suresh
@iamcrtweets
@uspindia
@mcu_
@mcu_bhopal
@scrippsiij
@suchoritab
@presskolkata
@gmec_official
@icd_aejmc

Top Mentioned in G8:
@trustwallet
@decentraland
@chainlink
@zilliqa
@bitcoinmagazine
@bitfinex
@bitstamp
@cnn
@datajournalism
@dataportalindia

Top Mentioned in G9:
@clairemilleruk
@democlub
@f_l_o_u_r_i_s_h
@datajournalism

Top Mentioned in G10:
@newsmoonshot
@openlinkartdata
@janedarnell
@91_pometti
@claimscon

Top Tweeters
Top Tweeters in Entire Graph:
@fabriciosx
@dataaugmented
@guardian
@codewithtwitchi
@calcaware
@glynmoody
@discord
@thecuriousluke
@washingtonpost
@rstatstweet

Top Tweeters in G1:
@guardian
@discord
@pythonroboto
@margymaclibrary
@grjenkin
@arc_atlantique
@albertocairo
@estate4
@gibranashraf
@cottila

Top Tweeters in G2:
@glynmoody
@charlesarthur
@justinelimlaw
@skatiq3
@corrie206
@joanbegley
@isabellaghement
@miriamkp
@cyrilpedia
@mtdukes

Top Tweeters in G3:
@motherboard
@instituteforgov
@victimofmaths
@digidickinson
@electoralreform
@wearenewlocal
@gavinfreeguard
@wsjgraphics
@econdailycharts
@bbgvisualdata

Top Tweeters in G4:
@7wdata
@geetiga
@seotipsntricks
@oohrip
@monicasonica
@alraven3
@datatechsoln
@lcptuk
@bruno_renkin
@wr3a

Top Tweeters in G5:
@fabriciosx
@rstatstweet
@xeronbot
@datasciencebot_
@itua
@nasa
@oecd
@highcharts
@m0nih
@ohmyshambles

Top Tweeters in G6:
@rdsweb
@jayeshmthakur
@deepakadk
@cijournalism
@gaunleshiva
@cijindia
@atsitesolutions
@basanta58_raj
@cijnepal
@julietcferguson

Top Tweeters in G7:
@kg_suresh
@jayalrajnish
@uspindia
@ankitmcunoida
@mcu_bhopal
@icd_aejmc
@iamcrtweets
@mayankkibat
@gmec_official
@suchoritab

Top Tweeters in G8:
@cnn
@bitcoinmagazine
@aljazeera
@data
@zilliqa
@dataportalindia
@bitstamp
@decentraland
@bitfinex
@chainlink

Top Tweeters in G9:
@tanurai
@timbrock_dtd
@glynmottershead
@christinagiles
@albertcanig
@clairemilleruk
@democlub
@michaelmacleod1
@crowbot
@f_l_o_u_r_i_s_h

Top Tweeters in G10:
@calcaware
@pyscalellc
@critoe
@janedarnell
@xhgmattia
@anankemag
@openlinkartdata
@claimscon
@91_pometti
@newsmoonshot


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