#ddj OR (data journalism) since:2021-07-19 until:2021-07-26, Twitter, 7/26/2021 4:17:13 PM, 258821


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#ddj OR (data journalism) since:2021-07-19 until:2021-07-26 Twitter NodeXL SNA Map and Report for Mo
#ddj OR (data journalism) since:2021-07-19 until:2021-07-26 Twitter NodeXL SNA Map and Report for Mo
From:
SMRFoundation
Uploaded on:
July 26, 2021
Short Description:
#ddj OR (data journalism) since:2021-07-19 until:2021-07-26 via NodeXL https://bit.ly/3kYIcX2
@gijn
@mboorstein
@gijnindonesia
@washingtonpost
@datastoriespk1
@gijnru
@ap
@icymi_r
@bbcopensource
@teamtrace

Top hashtags:
#ddj
#rstats
#datascience
#dataviz

Description:
Description
The graph represents a network of 2,161 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2021-07-19 until:2021-07-26", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 26 July 2021 at 08:51 UTC.

The tweets in the network were tweeted over the 6-day, 23-hour, 26-minute period from Monday, 19 July 2021 at 00:01 UTC to Sunday, 25 July 2021 at 23:27 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 : 2161
Unique Edges : 2982
Edges With Duplicates : 244
Total Edges : 3226
Number of Edge Types : 5
Retweet : 1106
MentionsInRetweet : 901
Mentions : 626
Tweet : 342
Replies to : 251
Self-Loops : 361
Reciprocated Vertex Pair Ratio : 0.0198092443140132
Reciprocated Edge Ratio : 0.0388489208633093
Connected Components : 436
Single-Vertex Connected Components : 173
Maximum Vertices in a Connected Component : 744
Maximum Edges in a Connected Component : 1484
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 6.376192
Graph Density : 0.000595574751058323
Modularity : 0.85213
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 2,161 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2021-07-19 until:2021-07-26", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 26 July 2021 at 08:51 UTC.

The tweets in the network were tweeted over the 6-day, 23-hour, 26-minute period from Monday, 19 July 2021 at 00:01 UTC to Sunday, 25 July 2021 at 23:27 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 : TwitterSearch
Graph Term : #ddj OR (data journalism) since:2021-07-19 until:2021-07-26
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 : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[149] https://bbc.github.io/rcookbook/
[109] https://www.washingtonpost.com/religion/catholic-priest-grindr-pillar/2021/07/24/b2772f02-ecb6-11eb-8950-d73b3e93ff7f_story.html
[91] https://twitter.com/aipo_vrc/status/1417689957880135682
[45] https://www.pillarcatholic.com/p/pillar-investigates-usccb-gen-sec
[32] https://gijn.org/2021/07/23/data-journalism-top-10-pegasus-silencing-reporters-europe-flooding-diversity-mapping-k-pop/
[32] https://www.rawstory.com/magacoins/
[27] https://careers.ap.org/job/Newsperson%2C-News-Applications-Developer/767084300/
[23] https://www.washingtonpost.com/religion/catholic-priest-grindr-pillar/2021/07/24/b2772f02-ecb6-11eb-8950-d73b3e93ff7f_story.html?tid=ss_tw
[19] https://centerforhealthjournalism.org/content/how-2021-data-fellowship-can-bolster-your-toolkit-and-how-apply
[18] https://gijn.org/2021/07/16/top-10-ddj-geneticheskie-dannyie-terakt-v-norvegii-indiyskiy-sahar-i-kosmicheskiy-turizm/

Top URLs in Tweet in G1:
[21] https://www.washingtonpost.com/religion/catholic-priest-grindr-pillar/2021/07/24/b2772f02-ecb6-11eb-8950-d73b3e93ff7f_story.html
[17] https://www.washingtonpost.com/religion/catholic-priest-grindr-pillar/2021/07/24/b2772f02-ecb6-11eb-8950-d73b3e93ff7f_story.html?tid=ss_tw
[14] https://www.rawstory.com/magacoins/
[7] https://www.rawstory.com/la-county-sheriff-alex-villanueva/
[4] https://www.nefac.org/news/30-minute-skills-web-scraping-101/
[4] https://apple.news/ACKaKlAK9SQG3MkQduyvwJg
[3] https://www.theguardian.com/commentisfree/2021/jul/22/burner-phones-fake-sources-evil-twin-attacks-journalism-surveillance
[2] https://www.theguardian.com/commentisfree/2021/jul/20/proposed-secrecy-law-journalism-spying-home-office-public-interest-whistleblowing
[2] https://www.nefac.org/30minuteskills/
[2] https://www.youtube.com/channel/UC8CCl01DmsE65wh-qPqjSLQ/videos

Top URLs in Tweet in G2:
[67] https://www.washingtonpost.com/religion/catholic-priest-grindr-pillar/2021/07/24/b2772f02-ecb6-11eb-8950-d73b3e93ff7f_story.html
[45] https://www.pillarcatholic.com/p/pillar-investigates-usccb-gen-sec
[14] https://twitter.com/DawnofMercy/status/1417563407969095685
[5] https://www.catholicnewsagency.com/news/248487/catholic-journalism-expert-reflects-on-the-moral-issues-around-privacy-and-data
[3] https://www.washingtonpost.com/religion/catholic-priest-grindr-pillar/2021/07/24/b2772f02-ecb6-11eb-8950-d73b3e93ff7f_story.html?tid=ss_tw
[2] https://twitter.com/jamesmartinsj/status/1417539727562100738
[1] https://www.vice.com/en/article/pkbxp8/grindr-location-data-priest-weaponization-app
[1] https://twitter.com/GerritD/status/1417606494472835078?s=20
[1] https://twitter.com/PillarCatholic/status/1417530663700365314

Top URLs in Tweet in G3:
[146] https://bbc.github.io/rcookbook/
[6] https://twitter.com/EscolaDeDados/status/1415814197208879104
[1] https://datajournalism.com/read/blog/data-journalism-good-reasons
[1] https://ladatacuenta.com/2021/01/19/los-albumes-mas-diversos-de-la-banda-de-rock-queen/
[1] https://twitter.com/LatAmJournalism/status/1417955799427649545

Top URLs in Tweet in G4:
[18] https://gijn.org/2021/07/23/data-journalism-top-10-pegasus-silencing-reporters-europe-flooding-diversity-mapping-k-pop/
[18] https://gijn.org/2021/07/16/top-10-ddj-geneticheskie-dannyie-terakt-v-norvegii-indiyskiy-sahar-i-kosmicheskiy-turizm/
[15] https://gijn.org/2021/07/16/data-journalism-top-10-chinas-gene-data-norways-terror-indias-sugar-space-tourism/
[15] https://www.thetrace.org/2021/07/the-trace-is-hiring-an-associate-data-editor-job-listing/?utm_medium=social&utm_source=twitter&utm_campaign=trace-branded&utm_content=edit-promo
[9] https://docs.google.com/forms/d/e/1FAIpQLSeyRf-jrR550t8-FvVdv9DccvEdQOQn7m08wRD7H7a8TOKCMQ/viewform
[5] https://datajournalism.com/read/blog/data-journalism-good-reasons
[4] https://datajournalism.com/read/handbook/two/organising-data-journalism/open-source-coding-practices-in-data-journalism
[4] https://gijn.org/2021/07/23/top-10-ddj-proekt-pegasus-navodnenie-v-evrope-neravenstvo-na-karte-i-k-pop/
[4] https://annenberg.usc.edu/events/center-health-journalism/pulitzer-spotlight-policing-era-big-data
[4] https://www.thetrace.org/2021/07/the-trace-is-hiring-an-associate-data-editor-job-listing/

Top URLs in Tweet in G5:
[91] https://twitter.com/aipo_vrc/status/1417689957880135682

Top URLs in Tweet in G6:
[27] https://careers.ap.org/job/Newsperson%2C-News-Applications-Developer/767084300/
[11] https://twitter.com/tthibo/status/1417141006944907272
[3] https://www.poynter.org/shop/reporting-editing/census-stories-beyond-the-numbers/
[3] https://publicintegrity.org/inside-publici/paul-cheung-named-ceo-public-integrity
[1] https://centerforhealthjournalism.org/content/how-2021-data-fellowship-can-bolster-your-toolkit-and-how-apply
[1] https://bbc.github.io/rcookbook/
[1] https://www.politico.com/newsletters/future-pulse/2021/07/21/public-healths-next-shot-at-fixing-its-data-problem-796614
[1] https://www.wsj.com/video/series/inside-tiktoks-highly-secretive-algorithm/investigation-how-tiktok-algorithm-figures-out-your-deepest-desires/6C0C2040-FF25-4827-8528-2BD6612E3796
[1] https://www.thetrace.org/2021/07/the-trace-is-hiring-an-associate-data-editor-job-listing/?utm_medium=social&utm_source=twitter&utm_campaign=trace-branded&utm_content=edit-promo

Top URLs in Tweet in G10:
[17] https://www.politico.com/newsletters/future-pulse/2021/07/21/public-healths-next-shot-at-fixing-its-data-problem-796614
[14] https://www.washingtonpost.com/religion/catholic-priest-grindr-pillar/2021/07/24/b2772f02-ecb6-11eb-8950-d73b3e93ff7f_story.html

Top Domains
Top Domains in Tweet in Entire Graph:
[227] twitter.com
[160] washingtonpost.com
[150] github.io
[83] gijn.org
[67] theguardian.com
[45] rawstory.com
[45] pillarcatholic.com
[35] co.uk
[27] ap.org
[21] thetrace.org

Top Domains in Tweet in G1:
[41] washingtonpost.com
[24] twitter.com
[22] rawstory.com
[8] theguardian.com
[6] nefac.org
[4] apple.news
[3] youtube.com
[3] instagram.com
[2] dayforcehcm.com
[2] datajournalism.com

Top Domains in Tweet in G2:
[70] washingtonpost.com
[45] pillarcatholic.com
[18] twitter.com
[5] catholicnewsagency.com
[1] vice.com

Top Domains in Tweet in G3:
[146] github.io
[7] twitter.com
[1] datajournalism.com
[1] ladatacuenta.com

Top Domains in Tweet in G4:
[58] gijn.org
[19] thetrace.org
[10] datajournalism.com
[9] google.com
[7] twitter.com
[4] usc.edu
[3] washingtonpost.com
[3] theguardian.com
[1] github.com
[1] github.io

Top Domains in Tweet in G5:
[91] twitter.com

Top Domains in Tweet in G6:
[27] ap.org
[11] twitter.com
[3] poynter.org
[3] publicintegrity.org
[1] centerforhealthjournalism.org
[1] github.io
[1] politico.com
[1] wsj.com
[1] thetrace.org

Top Domains in Tweet in G10:
[17] politico.com
[14] washingtonpost.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[326] ddj
[159] rstats
[156] datascience
[69] dataviz
[39] datajournalism
[39] data
[33] journalism
[24] opendata
[22] zimnewmediasummit21
[21] pegasusproject



Top Hashtags in Tweet in G1:
[16] ddj
[10] journalism
[4] pioneer
[4] data
[2] djmix
[2] dj
[2] opengov
[2] bethemedia
[2] catholic
[1] vaccinated

Top Hashtags in Tweet in G2:
[3] journalism
[3] lgbtqi2s

Top Hashtags in Tweet in G3:
[152] rstats
[146] datascience
[8] ddj
[7] opendata
[2] dataviz
[1] datajournalism
[1] data
[1] queen
[1] freddymercury

Top Hashtags in Tweet in G4:
[62] ddj
[22] dataviz
[15] datajournalism
[10] pegasusproject
[9] gijc21
[8] verigazeteciliği
[7] data
[3] pegasusgate
[3] crowdtangle
[2] kpop

Top Hashtags in Tweet in G5:
[91] ddj

Top Hashtags in Tweet in G6:
[3] ddj
[1] rstats
[1] datascience

Top Hashtags in Tweet in G8:
[5] exxon
[5] cambridgeanalytica

Top Words
Top Words in Tweet in Entire Graph:
[1545] data
[1361] journalism
[454] bbc
[335] #ddj
[300] graphics
[229] investigative
[224] source
[216] catholic
[214] using
[208] priest

Top Words in Tweet in G1:
[182] data
[164] journalism
[50] investigative
[50] using
[49] catholic
[46] promised
[46] priest
[45] newsletter
[45] outed
[44] grindr

Top Words in Tweet in G2:
[160] data
[152] journalism
[138] catholic
[133] priest
[130] using
[89] investigative
[77] grindr
[70] outed
[60] newsletter
[60] promised

Top Words in Tweet in G3:
[438] bbc
[292] graphics
[152] #rstats
[146] visual
[146] data
[146] journalism
[146] cookbook
[146] create
[146] style
[146] open

Top Words in Tweet in G4:
[84] data
[62] #ddj
[60] journalism
[45] 10
[41] gijn
[37] в
[28] ни
[28] не
[22] #dataviz
[22] top

Top Words in Tweet in G5:
[91] あああああめっっっっっちゃかわいい
[91] そして右
[91] めっちゃ蛍光色だよ
[91] かわいい
[91] 画面で見るより全然蛍光発色のオレンジです
[91] #ddj
[91] ddj
[91] 1000
[91] ow

Top Words in Tweet in G6:
[65] team
[55] data
[54] looking
[49] journalism
[44] ap
[38] developer
[38] work
[27] fill
[27] spot
[27] left

Top Words in Tweet in G8:
[10] politicians
[7] data
[7] journalism
[6] speakerpelosi
[5] thanks
[5] johnkerry
[5] barackobama
[5] txrandy14
[5] many
[5] others

Top Words in Tweet in G9:
[74] data
[37] love
[37] see
[37] nyt
[37] making
[37] effort
[37] gymnastics
[37] visualization
[37] misses
[37] mark

Top Words in Tweet in G10:
[34] more
[32] journalism
[18] those
[17] interview
[17] politico
[17] yesterday
[17] concerned
[17] safety
[17] doing
[17] research

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[525] data,journalism
[204] investigative,journalism
[168] open,source
[153] visual,data
[149] bbc,visual
[149] journalism,cookbook
[149] cookbook,graphics
[149] graphics,create
[149] create,bbc
[149] bbc,style

Top Word Pairs in Tweet in G1:
[49] investigative,journalism
[45] catholic,newsletter
[45] newsletter,promised
[45] promised,investigative
[45] journalism,outed
[45] outed,priest
[45] priest,using
[44] using,grindr
[44] grindr,data
[39] data,journalism

Top Word Pairs in Tweet in G2:
[86] investigative,journalism
[70] outed,priest
[70] priest,using
[70] using,grindr
[70] grindr,data
[60] catholic,newsletter
[60] promised,investigative
[57] newsletter,promised
[57] journalism,outed
[50] catholic,journalism

Top Word Pairs in Tweet in G3:
[146] bbc,visual
[146] visual,data
[146] data,journalism
[146] journalism,cookbook
[146] cookbook,graphics
[146] graphics,create
[146] create,bbc
[146] bbc,style
[146] style,graphics
[146] graphics,bbc

Top Word Pairs in Tweet in G4:
[25] data,journalism
[25] 10,#ddj
[22] top,10
[22] gun,violence
[22] топ,10
[22] #ddj,gijn
[22] рус,co
[21] gijn,рус
[20] в,топ
[19] nonprofit,journalism

Top Word Pairs in Tweet in G5:
[91] あああああめっっっっっちゃかわいい,そして右
[91] そして右,めっちゃ蛍光色だよ
[91] めっちゃ蛍光色だよ,かわいい
[91] かわいい,画面で見るより全然蛍光発色のオレンジです
[91] 画面で見るより全然蛍光発色のオレンジです,#ddj
[91] #ddj,ddj
[91] ddj,1000
[91] 1000,ow

Top Word Pairs in Tweet in G6:
[30] data,journalism
[27] ap,data
[27] journalism,team
[27] team,looking
[27] looking,developer
[27] developer,team
[27] team,fill
[27] fill,spot
[27] spot,left
[27] left,changed

Top Word Pairs in Tweet in G8:
[5] thanks,politicians
[5] politicians,speakerpelosi
[5] speakerpelosi,johnkerry
[5] johnkerry,barackobama
[5] barackobama,txrandy14
[5] txrandy14,many
[5] many,others
[5] others,ve
[5] ve,cited
[5] cited,work

Top Word Pairs in Tweet in G9:
[37] love,see
[37] see,nyt
[37] nyt,making
[37] making,effort
[37] effort,gymnastics
[37] gymnastics,data
[37] data,visualization
[37] visualization,misses
[37] misses,mark
[37] mark,between

Top Word Pairs in Tweet in G10:
[17] more,interview
[17] interview,politico
[17] politico,yesterday
[17] yesterday,more
[17] more,concerned
[17] concerned,safety
[17] safety,those
[17] those,doing
[17] doing,research
[17] research,journalism

Top Replied-To
Top Replied-To in Entire Graph:
@alstewartobe
@reuters
@jkealing
@dawnofmercy
@aaksshii
@nzz
@jasminekye_
@ajcgetschooled
@drericding
@clearing_fog

Top Replied-To in G2:
@dawnofmercy
@jamesmartinsj
@hf_222222
@cathworkingmom
@rightscholar
@rachelenders3
@chuck_huber
@merryvale112
@trinity_they
@pikashtu

Top Replied-To in G4:
@reuters
@alexheard
@gafgaffey
@iyervval
@sanjeevsanyal

Top Replied-To in G6:
@pcheung630

Top Replied-To in G7:
@politicspot

Top Replied-To in G8:
@rachaelmbade
@roguemotivate

Top Replied-To in G10:
@vickerysec

Top Mentioned
Top Mentioned in Entire Graph:
@bbcopensource
@gijn
@ap
@guardian
@dansabbagh
@teamfreelatifa
@tiinajauhiainen
@detainedintl
@haighjustice
@istories_media

Top Mentioned in G1:

Top Mentioned in G2:
@mboorstein
@marisa_iati
@pillarcatholic
@elaheizadi
@washingtonpost
@gregdaly
@dawnofmercy
@kalpurrnia
@frmatthewlc
@cnalive

Top Mentioned in G3:
@bbcopensource

Top Mentioned in G4:
@gijn
@istories_media
@datajournalism
@georgievpeter
@fbdnstories
@abbottkatz
@reuters
@rightrelevance
@teamtrace
@amnesty

Top Mentioned in G6:
@ap
@wsj
@biglocalnews
@censusreporter
@poynter
@pcheung630
@publicintegrity
@knightfdn
@nbcnews
@miamiherald

Top Mentioned in G7:
@ohnodano
@badams820
@katsimkhovitch
@adorablepodcast
@paulstetson13
@vickie627
@1quetzalcoatl1
@schmevil
@notaskeptic
@medwoman1

Top Mentioned in G8:
@speakerpelosi
@johnkerry
@barackobama
@txrandy14
@forsamafilm
@gopleader
@jakesherman
@joenbc
@jaketapper
@outfrontcnn

Top Mentioned in G10:
@lochai
@karaswisher

Top Tweeters
Top Tweeters in Entire Graph:
@cybersec_feeds
@world_news_eng
@mhall55nine
@billm9
@mharvey816
@httweets
@lizditz
@denniskoch10
@dailymirror
@glasgow_watch

Top Tweeters in G1:
@brontyman
@drpatfarrell
@knittingknots
@courageousgirl2
@memeorandum
@twihusband
@trackntracer
@mentoch
@sunrainsunrain
@ps641600

Top Tweeters in G2:
@mharvey816
@marconavarrolor
@debr3322
@thomasjankow
@washingtonpost
@heysyd
@ms_peaceweaver
@tammytabby
@samsmith_phd
@lizaariani5

Top Tweeters in G3:
@neuroeco
@afatelectron
@joursansfin
@rstats4ds
@kratosbunny
@aad34210
@cortina_borja
@rstats_tweets
@anglehernandez
@beepuluv

Top Tweeters in G4:
@billm9
@lizditz
@reuters
@pourqoispas
@172263bff5c8473
@vedatsamur
@andrey_tlt_63
@reutersindia
@margymaclibrary
@tubaelver

Top Tweeters in G5:
@ping9_
@sandonohito
@miew_kud
@kaiware007
@tatsunyan_neco
@grvcnctn
@niesox
@nu_with_zi
@gemini3509
@syuusui_11grow

Top Tweeters in G6:
@wsj
@nbcnews
@ap
@miamiherald
@redcrew
@sejorg
@mediagazerchat
@derekwillis
@poynter
@kaitlen

Top Tweeters in G7:
@rickysi16087724
@vickie627
@ladyoftheocean1
@vincegottalotta
@politicspot
@medwoman1
@jencages
@katsimkhovitch
@wookietim
@tommylambertokc

Top Tweeters in G8:
@cnn
@shanchan_37
@maggienyt
@jaketapper
@piethagoram
@chrislhayes
@chriscillizza
@chriscuomo
@jayrosen_nyu
@lilfaelochgelly

Top Tweeters in G9:
@ungdlyhrxjaguar
@rebeccamcglass
@homulilia
@cthurston97
@candaceoffman
@beccaburke95
@scottelliotg
@portraitofmmex
@bensolliday
@rb218

Top Tweeters in G10:
@linmp1031
@barryhallphd
@llacigart
@btptechsearch
@johnlaprise
@dulcimer1978
@thesiliconhill
@karaswisher
@craignewmark
@amlaf3


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