#ddj OR (data journalism), Twitter, 11/29/2022 1:42:57 AM, 285076


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#ddj OR (data journalism) Twitter NodeXL SNA Map and Report for Monday, 28 November 2022 at 18:39 UT
#ddj OR (data journalism) Twitter NodeXL SNA Map and Report for Monday, 28 November 2022 at 18:39 UT
From:
marc_smith
Uploaded on:
November 29, 2022
Short Description:
#ddj OR (data journalism) via NodeXL https://bit.ly/3H2EfeW
@this0499154500
@gijn
@scotthech
@behindthenet
@libsoftiktok
@gabrielaper
@sigmaawards
@visualofdata
@nytimes
@travlic

Top hashtags:
#ddj
#karankundrra
#dancedeewanejuniors
#tejran
#ddjwithkaran

Description:
Description
The graph represents a network of 90,032 Twitter users whose recent tweets contained "#ddj OR (data journalism)", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 200,000 tweets, tweeted between 1/1/2022 12:00:00 AM and 11/28/2022 10:03:21 AM. The network was obtained from Twitter on Monday, 28 November 2022 at 20:43 UTC.

The tweets in the network were tweeted over the 5839-day, 17-hour, 53-minute period from Sunday, 03 December 2006 at 00:09 UTC to Monday, 28 November 2022 at 18:03 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 90032
Unique Edges : 64635
Edges With Duplicates : 290180
Total Edges : 354815
Number of Edge Types : 9
Retweet : 114983
MentionsInRetweet : 167884
MentionsInReplyTo : 22049
Replies to : 11872
Quote : 3103
MentionsInQuote : 2537
Mentions : 18452
Tweet : 13560
MentionsInQuoteReply : 375
Self-Loops : 21190
Reciprocated Vertex Pair Ratio : 0.0257660556442446
Reciprocated Edge Ratio : 0.0502376843188906
Connected Components : 5282
Single-Vertex Connected Components : 2296
Maximum Vertices in a Connected Component : 77548
Maximum Edges in a Connected Component : 332060
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 5.420733
Graph Density : 2.03727736004807E-05
Modularity : 0.424432
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 90,032 Twitter users whose recent tweets contained "#ddj OR (data journalism)", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 200,000 tweets, tweeted between 1/1/2022 12:00:00 AM and 11/28/2022 10:03:21 AM. The network was obtained from Twitter on Monday, 28 November 2022 at 20:43 UTC.

The tweets in the network were tweeted over the 5839-day, 17-hour, 53-minute period from Sunday, 03 December 2006 at 00:09 UTC to Monday, 28 November 2022 at 18:03 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[295] https://www.smard.de/
[260] https://twitter.com/pyaarbarsaat/status/1530603465944158209/video/1
[190] https://twitter.com/pyaarbarsaat/status/1528426154192842752/video/1
[178] https://twitter.com/DavidHundeyin/status/1511082558347517965?t=rbH2lYSQuuT9wEAfY4Bd0g&s=19
[138] https://twitter.com/justis_things9/status/1533525502048321536/video/1
[135] https://www.journalism.co.uk/vocational-skills-study/introduction-to-data-journalism/s43/a554228/
[126] https://www.bbc.co.uk/news/av/63132235
[126] https://bbc.github.io/rcookbook/
[114] https://www.theguardian.com/technology/2022/aug/27/facebook-cambridge-analytica-data-breach-lawsuit-ends-in-11th-hour-settlement
[95] https://twitter.com/fedfragapane/status/1483132878401724417/video/1

Top URLs in Tweet in G1:
[135] https://www.journalism.co.uk/vocational-skills-study/introduction-to-data-journalism/s43/a554228/
[64] https://www.getrevue.co/profile/ReutersInstitute
[45] https://pulitzercenter.org/grants-fellowships/opportunities-journalists/data-journalism-grants
[45] https://www.journaliststoolbox.org/category/data-visualization-and-online-tools/
[44] https://newsletters.mediahack.co.za/subscribe/outlier/
[44] https://gijn.org/2022/04/15/data-journalism-top-10-uninhabitable-earth-airline-recovery-ukraine-gijn/
[44] https://journalismcourses.org/course/advanced-data-journalism-doing-more-with-r/
[42] https://www.youtube.com/watch?v=jDpiYodNp5U

[40] https://gijn.org/2022/05/13/data-journalism-top-10-outlawing-abortion-russian-disinformation-india-heatwave/
[40] https://gijn.org/2022/03/04/data-journalism-top-10-ukraine-covid-clothing-food-gijn/

Top URLs in Tweet in G2:
[105] https://www.theguardian.com/technology/2022/aug/27/facebook-cambridge-analytica-data-breach-lawsuit-ends-in-11th-hour-settlement
[7] https://justjournalism.org/
[6] https://justjournalism.org/media/download/cjj-fbi-crime-stats-2022.pdf
[6] https://www.sfchronicle.com/bayarea/article/san-francisco-dogs-17518099.php
[5] https://www.tandfonline.com/doi/full/10.1080/10948007.2021.1992075
[5] https://medium.com/politically-speaking/data-journalism-and-ideology-51df02293598
[4] https://twitter.com/equalityAlec/status/1566536020694269958/photo/1
[4] https://twitter.com/ScottHech/status/1507849675541413888/photo/1
[4] https://twitter.com/mtaibbi/status/1488189679480586246/photo/1
[4] https://www.bbc.co.uk/news/av/63132235

Top URLs in Tweet in G3:
[260] https://twitter.com/pyaarbarsaat/status/1530603465944158209/video/1
[190] https://twitter.com/pyaarbarsaat/status/1528426154192842752/video/1
[138] https://twitter.com/justis_things9/status/1533525502048321536/video/1
[84] https://twitter.com/SweetyzKaran/status/1558720582635569152/photo/1
[81] https://twitter.com/pyaarbarsaat/status/1525883619968811008/video/1
[78] https://twitter.com/maneesha_111/status/1535674393845956609/photo/1
[73] https://twitter.com/pyaarbarsaat/status/1533503133497757696/video/1
[55] https://twitter.com/pyaarbarsaat/status/1525917531709444097/video/1
[40] https://www.goldawards.in/
[38] https://twitter.com/AaniyaKhan33/status/1532006036160143362/video/1

Top URLs in Tweet in G4:
[177] https://twitter.com/DavidHundeyin/status/1511082558347517965?t=rbH2lYSQuuT9wEAfY4Bd0g&s=19
[23] https://twitter.com/DavidAbu_/status/1579847916000538624/photo/1
[10] https://twitter.com/Roshanjnu/status/1520267367913189376
[9] https://sigmaawards.org/use-and-abuse-of-emergency-contracts-during-the-pandemic/
[9] https://www.indiatracker.in/
[8] https://docs.google.com/forms/d/1KIYmpGcwp1SHNfhJG74jzxtFGGWM0Bs5LIHFevkCens/edit
[8] https://www.thecity.nyc/2022/1/2/22860399/health-trends-to-watch-for-the-future-of-nyc?utm_campaign=www.thecity.nyc&utm_content=entry&utm_medium=social&utm_source=twitter
[6] https://sigmaawards.org/
[6] https://www.asianage.com/amp/books/290522/book-review-why-the-hardest-journalism-is-exactly-what-matters-most.html
[5] https://www.youtube.com/watch?v=bFDs6a9UzG0


Top URLs in Tweet in G5:
[4] https://twitter.com/hmsnofun/status/1536798741587320832/photo/1
[4] https://twitter.com/hmsnofun/status/1536796442852851712/photo/1
[2] https://twitter.com/BusinessInsider/status/1547294514934693889
[2] https://twitter.com/3vanSutton/status/1484996852571275264/photo/1
[2] https://twitter.com/fffwankie/status/1535980085983035397/photo/1
[2] https://www.insider.com/lgbtq-cartoon-characters-kids-database-2021-06?page=see-the-data
[2] https://twitter.com/cl_bengtson/status/1591160784305803264/photo/1
[2] https://thedataface.com/data-and-eggs/volume-231
[1] https://twitter.com/behindthenet/status/1547423946038906880/photo/1
[1] https://twitter.com/akiito7/status/1547290571168894976?s=21&t=mvYhpdZI6YIP65ekUdI21g

Top URLs in Tweet in G6:
[6] https://twitter.com/MaxNordau/status/1477318825959960576/photo/1
[4] https://twitter.com/xoxoxochitlita/status/1594801388839641089/photo/1
[3] https://twitter.com/esaagar/status/1494008623407800326
[3] https://twitter.com/Peoples_Pundit/status/1575931854125158400/photo/1
[3] https://twitter.com/Hold2LLC/status/1493951439047172106/photo/1
[2] https://twitter.com/libsoftiktok/status/1494376881440714758/photo/1
[2] https://rumble.com/vyfvio-episode-245-inside-the-numbers-with-the-peoples-pundit.html
[2] https://twitter.com/ggreenwald/status/1561766500465364992/photo/1
[2] https://help.twitter.com/articles/20169199
[2] https://twitter.com/AlexBerenson/status/1566095067672182785/photo/1

Top URLs in Tweet in G7:
[25] https://imp.i384100.net/c/2840738/1242836/14726?prodsku=crse%3AW9sjXiNOEemNdRKVol9w-A&u=https%3A%2F%2Fwww.coursera.org%2Flearn%2Fvisualization-for-data-journalism&intsrc=CATF_9419&level=1&brwsr=bot&brwsrsig=3jr0xZWggwVt1kMSob1zbxttU6%3ATTT
[7] https://towardsai.net/p/l/are-data-journalism-and-data-science-the-same-thing
[6] https://www.coursera.org/learn/visualization-for-data-journalism?irclickid=&irgwc=1&utm_medium=partners&utm_source=impact&utm_campaign=2840738&utm_content=b2c
[3] https://twitter.com/nordicgeo/status/1573685804500946944/photo/1
[2] https://www.lapatria.com/caldas/top-de-contratistas-en-alcaldias-de-caldas-mencionadas-en-las-marionetas
[1] https://www.sipiapa.org/notas/1215165-la-sip-da-conocer-los-finalistas-del-concurso-excelencia-periodistica-2022
[1] https://latamjournalismreview.org/articles/competition-celebrates-the-best-of-data-journalism-from-latin-america-and-the-world/
[1] https://twitter.com/gabrielaper/status/1506273905895522312/photo/1
[1] https://www.youtube.com/watch?v=4MLjIL_L0Gs&feature=youtu.be

[1] https://twitter.com/DavidTarazonaP/status/1544810770030104578/photo/1

Top URLs in Tweet in G8:
[9] https://www.theguardian.com/news/datablog/ng-interactive/2022/jan/28/the-simple-numbers-every-government-should-use-to-fight-anti-vaccine-misinformation
[5] https://www.smh.com.au/interactive/2022/lismore-flooding/index.html
[4] https://twitter.com/JaggerAUS/status/1543052069149769728/photo/1
[4] https://adsei.org/podcast/juliette-obrien-communicating-covid-data/
[3] https://twitter.com/jburnmurdoch/status/1570832839318605824
[3] https://piji.com.au/australian-news-data-report/#reports
[3] https://twitter.com/jburnmurdoch/status/1562004612172873728
[2] https://www.abc.net.au/news/2021-08-15/when-politicians-manipulated-employment-data/100368622?utm_campaign=abc_news_web&utm_content=twitter&utm_medium=content_shared&utm_source=abc_news_web
[2] https://twitter.com/elisethoma5/status/1494473970640629762/photo/1
[2] https://www.sciencedirect.com/science/article/pii/S027869152200206X

Top URLs in Tweet in G9:
[36] https://www.dheya.com/students/data-journalism-news-for-the-future/
[32] https://www.freshershome.com/browse-jobs/
[29] https://interaktiv.morgenpost.de/klimawandel-hitze-meeresspiegel-wassermangel-stuerme-unbewohnbar/
[19] https://www.forbes.com/sites/naveenjoshi/2022/04/11/data-journalism-how-big-data-driven-analytics-improves-newsmaking/?ref=quuu
[14] https://www.ted.com/talks/alison_killing_how_data_driven_journalism_illuminates_patterns_of_injustice?rss=172BB350-0205&utm_source=dlvr.it&utm_medium=twitter
[12] https://www.forbes.com/sites/naveenjoshi/2022/04/11/data-journalism-how-big-data-driven-analytics-improves-newsmaking/
[11] https://tweetedtimes.com/topic.process
[11] https://interaktiv.morgenpost.de/klimawandel-hitze-meeresspiegel-wassermangel-stuerme-unbewohnbar/en.html
[10] https://www.rawstory.com/sidney-powell-coffee-county/
[9] http://www.guardian.co.uk/news/datablog/2013/mar/15/john-snow-cholera-map

Top URLs in Tweet in G10:
[111] https://www.bbc.co.uk/news/av/63132235
[54] https://www.forbes.com/sites/naveenjoshi/2022/04/11/data-journalism-how-big-data-driven-analytics-improves-newsmaking/
[16] https://www.analyticsinsight.net/artificial-intelligence-in-journalism-where-is-media-headed/
[10] http://www.thefunctionalart.com/2021/04/announcing-data-journalism-podcast.html
[9] http://www.globalbigdataconference.com/news/147586/data-journalism-how-big-data-driven-analytics-improves-newsmaking.html
[9] https://www.washingtonpost.com/technology/2022/04/26/twitter-musk-data-protect/?pwapi_token=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.eyJzdWJpZCI6IjMyNDkzODEiLCJyZWFzb24iOiJnaWZ0IiwibmJmIjoxNjUwOTkzNjQyLCJpc3MiOiJzdWJzY3JpcHRpb25zIiwiZXhwIjoxNjUyMjAzMjQyLCJpYXQiOjE2NTA5OTM2NDIsImp0aSI6ImQ2MWMzYWI3LWJhMmQtNDhlNy05MTQ0LWUzMjhlYjczMTgwMSIsInVybCI6Imh0dHBzOi8vd3d3Lndhc2hpbmd0b25wb3N0LmNvbS90ZWNobm9sb2d5LzIwMjIvMDQvMjYvdHdpdHRlci1tdXNrLWRhdGEtcHJvdGVjdC8ifQ.kmJQcExiJwyqRWCHtKsER4EfEHg1gJQpqwcaVN0jQLg&itid=gfta
[8] https://www.youtube.com/c/GBNewsOnline?sub_confirmation=1
[8] https://www.wsj.com/articles/drugmakers-raised-prices-by-6-6-on-average-early-this-year-11643538782?st=a1rkl1k6j29zdik&reflink=desktopwebshare_permalink
[7] https://towardsai.net/p/l/are-data-journalism-and-data-science-the-same-thing
[6] https://www.journalism.co.uk/news/cookies-and-gdpr-why-gaining-meaningful-consent-should-matter-to-publishers-/s2/a923650/

Top Domains
Top Domains in Tweet in Entire Graph:
[17936] twitter.com
[2242] gijn.org
[1048] co.uk
[781] youtube.com
[459] medium.com
[443] paper.li
[357] datacenterfrontier.com
[331] theguardian.com
[317] co.za
[295] smard.de

Top Domains in Tweet in G1:
[7159] twitter.com
[2136] gijn.org
[635] co.uk
[391] medium.com
[337] paper.li
[300] co.za
[258] youtube.com
[239] datajournalism.com
[189] journaliststoolbox.org
[165] trib.al

Top Domains in Tweet in G2:
[229] twitter.com
[108] theguardian.com
[24] themarshallproject.org
[19] sfchronicle.com
[13] justjournalism.org
[12] nypost.com
[10] washingtonpost.com
[10] rawstory.com
[8] oraclecloud.com
[6] co.uk

Top Domains in Tweet in G3:
[2604] twitter.com
[222] youtube.com
[75] instagram.com
[40] goldawards.in
[7] indiaforums.com
[6] mxplayer.in
[6] celebritytadka.com
[4] filmibeat.com
[4] indiantelevisionacademy.com
[3] khabribhai.com

Top Domains in Tweet in G4:
[741] twitter.com
[39] sigmaawards.org
[33] google.com
[22] youtube.com
[15] thecity.nyc
[11] columbia.edu
[9] indiatracker.in
[8] hindustantimes.com
[6] asianage.com
[5] thenewsminute.com

Top Domains in Tweet in G5:
[32] twitter.com
[6] businessinsider.com
[6] rawstory.com
[2] insider.com
[2] hollywoodreporter.com
[2] thedataface.com
[1] sfchronicle.com
[1] ipropertymanagement.com
[1] eater.com
[1] net.au

Top Domains in Tweet in G6:
[98] twitter.com
[4] washingtonpost.com
[3] theguardian.com
[2] rumble.com
[2] politico.com
[2] nationalreview.com
[2] theatlantic.com
[2] trib.al
[2] co.uk
[1] baldingsworld.com

Top Domains in Tweet in G7:
[25] i384100.net
[9] twitter.com
[7] towardsai.net
[6] coursera.org
[2] lapatria.com
[1] sipiapa.org
[1] latamjournalismreview.org
[1] youtube.com
[1] thenewhumanitarian.org

Top Domains in Tweet in G8:
[115] twitter.com
[41] com.au
[28] net.au
[16] theguardian.com
[5] adsei.org
[3] mailchi.mp
[3] youtube.com
[2] sciencedirect.com
[2] theconversation.com
[2] google.com

Top Domains in Tweet in G9:
[815] twitter.com
[97] rawstory.com
[72] co.uk
[68] youtube.com
[60] google.com
[44] washingtonpost.com
[40] morgenpost.de
[38] forbes.com
[36] dheya.com
[33] freshershome.com

Top Domains in Tweet in G10:
[299] twitter.com
[134] co.uk
[101] paper.li
[63] forbes.com
[22] trib.al
[16] analyticsinsight.net
[14] youtube.com
[11] wsj.com
[10] washingtonpost.com
[10] thefunctionalart.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[29668] ddj
[14979] karankundrra
[14130] dancedeewanejuniors
[13939] tejran
[7412] ddjwithkaran
[6556] tejasswiprakash
[4199] colors
[3806] naagin6
[3278] jiotv
[3236] tejranfam



Top Hashtags in Tweet in G1:
[5036] ddj
[1682] datajournalism
[899] dataviz
[810] data
[736] journalism
[252] rstats
[242] nicar22
[142] 数据新闻精选
[139] opendata
[137] jobs

Top Hashtags in Tweet in G2:
[37] ddj
[12] arpa
[12] journalism
[10] uberfiles
[10] dataviz
[7] journalists
[5] givesendgo
[4] datajournalism
[4] landgrabu
[3] ddosecrets

Top Hashtags in Tweet in G3:
[21901] ddj
[14887] karankundrra
[14086] dancedeewanejuniors
[13894] tejran
[7388] ddjwithkaran
[6537] tejasswiprakash
[4194] colors
[3785] naagin6
[3276] jiotv
[3230] tejranfam

Top Hashtags in Tweet in G4:
[349] data
[271] nigeria
[160] development
[86] journalism
[81] education
[72] inequality
[68] media
[65] ddj
[56] datajournalism
[56] literacy

Top Hashtags in Tweet in G5:
[2] asmeawards
[2] aces2022
[1] wichita
[1] data
[1] dataviz
[1] ddj
[1] acesemerge
[1] journalism
[1] gerontocracy
[1] truthinjournalism

Top Hashtags in Tweet in G6:
[3] gps22
[2] trump
[2] thanksjoerogan
[2] thankyouspotify
[1] insidethenumbers
[1] publicpollingproject
[1] defundstatemedia
[1] drbowtie
[1] covid
[1] cdc

Top Hashtags in Tweet in G7:
[74] adóndevamipensión
[11] juegodevotos
[7] datajournalism
[3] ddj
[1] sabemosloquehiciste
[1] digitalmediaawards
[1] datosabiertos

Top Hashtags in Tweet in G8:
[34] auspol
[29] roskomnadzor
[12] journalism
[9] adms2022
[6] covid19
[6] 7news
[5] ausvotes
[3] sydney
[3] experijab
[3] data

Top Hashtags in Tweet in G9:
[565] ddj
[174] journalism
[105] dj
[79] data
[68] pioneerdj
[51] bigdata
[48] pioneer
[44] klimakrise
[44] ipcc
[42] klimawandel

Top Hashtags in Tweet in G10:
[141] ddj
[80] legislativas2022
[68] journalism
[64] bigdata
[56] ai
[50] analytics
[45] data
[26] datascientist
[26] cx
[26] women

Top Words
Top Words in Tweet in Entire Graph:
[73089] data
[61131] journalism
[29783] #ddj
[15196] #karankundrra
[14450] kkundrra
[14142] #tejran
[14129] #dancedeewanejuniors
[12067] watch
[7956] officialjiotv
[7688] karan

Top Words in Tweet in G1:
[20762] data
[15015] journalism
[5034] #ddj
[3339] gijn
[2785] journalists
[2332] 10
[2147] more
[1993] top
[1818] die
[1680] #datajournalism

Top Words in Tweet in G2:
[7669] journalism
[7164] data
[4456] scotthech
[3498] again
[3404] analysis
[3376] level
[3375] crimes
[3370] increases
[3370] massive
[3369] low

Top Words in Tweet in G3:
[22011] #ddj
[15104] #karankundrra
[14426] kkundrra
[14097] #tejran
[14085] #dancedeewanejuniors
[11657] watch
[7946] officialjiotv
[7668] karan
[7411] #ddjwithkaran
[6399] #tejasswiprakash

Top Words in Tweet in G4:
[3992] journalism
[3627] data
[1567] davidhundeyin
[1357] story
[1316] sigmaawards
[1313] shortlisted
[1226] 2021
[1183] many
[1172] killed
[1147] thanks

Top Words in Tweet in G5:
[4112] journalism
[3959] people
[3947] conclusion
[3947] support
[3945] decide
[3945] contrarian
[3945] recruit
[3945] incredible
[3944] viewp
[3944] behindthenet

Top Words in Tweet in G6:
[3611] data
[3459] exclusive
[3110] using
[3108] hacked
[3088] givesendgo
[3087] libsoftiktok
[3086] 50
[3085] gave
[3085] little
[3084] donors

Top Words in Tweet in G7:
[6234] data
[3136] journalism
[3093] ethics
[3093] two
[3092] gabrielaper
[3092] presented
[3092] fall
[3092] graduate
[3092] last
[3092] wonderful

Top Words in Tweet in G8:
[1972] journalism
[1360] covid
[1321] look
[1315] read
[1314] numbers
[1311] go
[1310] 19
[1299] mortality
[1298] tip
[1296] travlic

Top Words in Tweet in G9:
[2617] data
[2192] journalism
[557] #ddj
[254] more
[246] paper
[234] research
[228] media
[219] news
[206] study
[204] journalists

Top Words in Tweet in G10:
[1282] data
[1186] journalism
[249] matter
[228] elonmusk
[210] news
[186] work
[178] writing
[164] twitter
[156] people
[152] more

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[23826] data,journalism
[5159] data,analysis
[4773] watch,#dancedeewanejuniors
[4323] incredible,journalism
[4145] pm,#colors
[4049] journalism,decide
[4048] conclusion,recruit
[4048] people,support
[4048] support,contrarian
[4048] recruit,people

Top Word Pairs in Tweet in G1:
[9404] data,journalism
[1409] top,10
[923] data,driven
[672] investigative,journalism
[626] journalism,top
[571] 10,#ddj
[462] #ddj,gijn
[438] топ,10
[427] в,топ
[425] driven,journalism

Top Word Pairs in Tweet in G2:
[3390] data,analysis
[3370] journalism,again
[3367] level,crimes
[3367] increases,arrests
[3367] massive,increases
[3367] bloomberg,data
[3367] again,bloomberg
[3367] arrests,low
[3367] analysis,massive
[3367] extraordinary,journalism

Top Word Pairs in Tweet in G3:
[4770] watch,#dancedeewanejuniors
[4143] pm,#colors
[4015] sat,sun
[3672] #ddjwithkaran,#ddj
[3391] colors,voot
[3268] #colors,#jiotv
[3169] sun,pm
[3165] #dancedeewanejuniors,sat
[3108] #ddj,#dancedeewanejuniors
[3097] karan,kundrra

Top Word Pairs in Tweet in G4:
[2203] data,journalism
[1299] davidhundeyin,story
[1127] sigmaawards,data
[1126] 2021,sigmaawards
[1125] hiny,umoren
[1125] journalism,many
[1125] killed,hiny
[1124] shortlisted,2021
[1124] umoren,shortlisted
[1124] many,thanks

Top Word Pairs in Tweet in G5:
[3945] journalism,decide
[3945] conclusion,recruit
[3945] people,support
[3945] recruit,people
[3945] decide,conclusion
[3945] support,contrarian
[3945] incredible,journalism
[3944] behindthenet,incredible
[3944] contrarian,viewp
[92] attention,entire

Top Word Pairs in Tweet in G6:
[3102] hacked,data
[3084] gave,little
[3083] donors,gave
[3083] salt,lake
[3083] lake,tribune
[3083] exclusive,salt
[3083] little,50
[3083] data,reach
[3083] using,givesendgo
[3083] givesendgo,hacked

Top Word Pairs in Tweet in G7:
[3134] data,journalism
[3099] journalism,data
[3092] two,wonderful
[3092] last,fall
[3092] students,presented
[3092] class,ethics
[3092] fall,two
[3092] graduate,students
[3092] presented,class
[3092] ethics,data

Top Word Pairs in Tweet in G8:
[1309] covid,19
[1299] go,journalism
[1297] journalism,read
[1296] tip,younger
[1296] mortality,numbers
[1296] younger,players
[1296] 19,mortality
[1296] numbers,tip
[1296] players,go
[1296] look,covid

Top Word Pairs in Tweet in G9:
[740] data,journalism
[134] case,study
[127] data,driven
[103] data,entry
[103] independent,journalism
[97] years,independent
[97] raw,story
[97] story,celebrating
[95] 18,years
[95] celebrating,18

Top Word Pairs in Tweet in G10:
[161] data,journalism
[122] lives,matter
[122] black,lives
[121] writing,paper
[121] scientist,fired
[121] reuters,data
[121] critical,black
[121] censorship,journalism
[121] data,scientist
[121] fired,writing

Top Replied-To
Top Replied-To in Entire Graph:
@colorstv
@elonmusk
@kkundrra
@anjali_v18
@ctvnews
@nytimes
@officialjiotv
@sardesairajdeep
@shekhargupta

Top Replied-To in G1:
@nytimes
@bbcnews
@skynews
@washingtonpost
@business
@jburnmurdoch
@cbcnews
@orodata
@theeconomist
@datajournalism

Top Replied-To in G2:
@gelliottmorris
@sfchronicle
@nypost
@whstancil
@gregggonsalves
@mtaibbi
@houstonchron
@cbartlett1963
@mteegfx
@joshkraushaar

Top Replied-To in G3:
@colorstv
@kkundrra
@anjali_v18
@officialjiotv
@jiocinema
@gossipstv
@itsmetejasswi
@omsingh111
@kundrrasquad

Top Replied-To in G4:
@sardesairajdeep
@shekhargupta
@ruffydfire
@sbabones
@ranvijaylive
@unsubtledesi
@dev_journalism
@rukmini
@indiatoday
@davidhundeyin

Top Replied-To in G5:
@businessinsider
@funnygodmother
@sesmith
@boobsliders
@eyes_mage
@fredericchopi16
@julianamkaplan
@jordanolivero1
@mtippett

Top Replied-To in G6:
@ggreenwald
@alexberenson
@peoples_pundit
@charliefindley
@apfactcheck
@m_scribe
@timmaymn
@dnttwiiter
@kathymckaynb
@cernovich

Top Replied-To in G7:
@gabrielaper
@noticiasrcn

Top Replied-To in G8:
@abcnews
@sophielouisecc
@7newsbrisbane
@westaustralian
@samanthamaiden
@tito_ambyo
@rachelbaxendale
@skynewsaust
@theheraldsun
@stevepricemedia

Top Replied-To in G9:
@schmidtessays

Top Replied-To in G10:
@elonmusk
@msnbc
@tomhfh
@gbnews
@cnn
@cbsnews
@paulg
@christi88764398
@forbes
@npr

Top Mentioned
Top Mentioned in Entire Graph:
@kkundrra
@officialjiotv
@colorstv
@scotthech
@itsmetejasswi
@behindthenet
@hidoikyou
@libsoftiktok
@gabrielaper
@gijn

Top Mentioned in G1:
@gijn
@datajournalism
@gijnafrica
@sz
@alastairotter
@nytimes
@plateauton
@mediahackza
@datentaeterin
@theeconomist

Top Mentioned in G2:
@scotthech
@therealjsolo
@mikaelthalen
@equalityalec
@jennycohn1
@capitolhunters
@stephenjamesus
@marshallproj
@lchurchilll
@anastasiajourno

Top Mentioned in G3:
@kkundrra
@officialjiotv
@colorstv
@itsmetejasswi
@hidoikyou
@marzipestonji
@pyaarbarsaat
@justvoot
@filmibeat

Top Mentioned in G4:
@davidhundeyin
@sigmaawards
@dev_journalism
@sirdavidbent
@tanaysukumar
@roshanjnu
@columbiajourn
@rukmini
@indumathi37

Top Mentioned in G5:
@behindthenet
@mccormick_ted
@scotthech
@businessinsider
@hmsnofun
@akiito7
@fffwankie
@mikaelthalen
@mateosfo
@thisisinsider

Top Mentioned in G6:
@libsoftiktok
@peoples_pundit
@richardgrenell
@joerogan
@yossigestetner
@joelmpetlin
@jordanschachtel
@sunnyright
@ggreenwald
@dleonhardt

Top Mentioned in G7:
@gabrielaper
@cuestion_p
@claudibaez
@sip_oficial
@dd_wen_
@wanifralatam
@davidtarazonap
@knightcenterut
@dd_bun_
@pauladdobias

Top Mentioned in G8:
@travlic
@elisethoma5
@breakfastnews
@abctv
@johanna_nic
@harriettatham
@peterwmurphy1
@jburnmurdoch
@normanswan
@jeremy_kirk

Top Mentioned in G9:
@academic_gurus1
@onpointwriters2
@authenticonl2
@helperunited
@sophiatseliem
@a_writers2
@newsroomiba
@hernangraffe
@mosenatlarge

Top Mentioned in G10:
@elonmusk
@neoavatara
@bbcjlandale
@cnn
@twitter
@isacnn
@forbes
@thetonus
@joshinav
@bimedotcom

Top Tweeters
Top Tweeters in Entire Graph:
@geonews_urdu
@missb62
@sectest9
@jornalistavitor
@oldlady12345
@dichristine
@m_m1941
@odio_nao
@souljahsingh
@chidambara09

Top Tweeters in G1:
@jornalistavitor
@paoloigna1
@robinsnewswire
@rk70534
@liputan6dotcom
@llemj
@sahelhkj
@_redfrog
@chrisbrey1
@mulher_noticia

Top Tweeters in G2:
@missb62
@oldlady12345
@dynamocooligan
@chris_1791
@hrblock_21
@7b73f39b85e1415
@mattmurph24
@joni_looking
@kat4obama
@cloudwanderer3

Top Tweeters in G3:
@n_tesra
@hindustantimes
@mu790970usman
@realrohitnaseem
@shahzebalvi4
@covercouch
@oneindia
@marwah09493501
@anki4uever
@goodvibesonly77

Top Tweeters in G4:
@scarfizal
@jayromee_
@httweets
@indiatoday
@ndtv
@cnnnews18
@250praveen
@yunghusband_
@indianexpress
@timesnow

Top Tweeters in G5:
@zerglinator
@missnisha6849
@unknownneo
@misszindzi
@moreandagain
@kmjeezy
@mariojpc
@saintwalker98
@barkyboogz
@_pettycrocker

Top Tweeters in G6:
@souljahsingh
@lucioquincioc
@bigtimefootball
@mtrushmore2016
@mikedesai
@joec1776
@schwingcat
@ladydshops
@tamzilla_52
@1catherinesiena

Top Tweeters in G7:
@josehndz93
@ernesto1972m6
@mariorobertop
@thesaubisnft
@gloriadm_55
@noticiasrcn
@cmarcafederal
@ugogarciap
@wihernan
@pazprogreso

Top Tweeters in G8:
@nobby15
@minhkular
@3wombats
@msmwatchdog2013
@yathinkn
@asher_wolf
@blanketcrap
@mscontrariansci
@ayshamoolla
@darylgibson

Top Tweeters in G9:
@zyitegadgets
@medicinehelp
@stigmabasee
@ng_dailynews
@solusnan1
@npsusa
@bmangh
@shoq
@eraser
@jeguru1

Top Tweeters in G10:
@chidambara09
@yuuji_k1
@independent
@thepoliticalcat
@thedeveloperbot
@5fec93919a544d3
@botraj1
@john1966olsen
@real_infinity95
@rahul05ranjan