#ddj, Twitter, 12/5/2022 2:18:58 PM, 285550


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#ddj Twitter NodeXL SNA Map and Report for Monday, 05 December 2022 at 10:41 UTC
#ddj Twitter NodeXL SNA Map and Report for Monday, 05 December 2022 at 10:41 UTC
From:
SMRFoundation
Uploaded on:
December 05, 2022
Short Description:
#ddj via NodeXL https://bit.ly/3UvEi6f
@gijnru
@math_lehot
@gijn
@datajournalism
@istories_media
@juliustroeger
@datentaeterin
@plateauton
@rstatstweet
@patrickstotz

Top hashtags:
#ddj
#dataviz
#datajournalism
#data
#rstats
#datavisualization
#klimakrise
#dj

Description:
Description
The graph represents a network of 17,330 Twitter users whose recent tweets contained "#ddj", 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 12:00:01 AM and 12/5/2022 12:00:01 AM. The network was obtained from Twitter on Monday, 05 December 2022 at 11:44 UTC.

The tweets in the network were tweeted over the 4224-day, 23-hour, 12-minute period from Wednesday, 11 May 2011 at 22:45 UTC to Sunday, 04 December 2022 at 21:57 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 : 11125
Unique Edges : 7565
Edges With Duplicates : 33934
Total Edges : 41499
Number of Edge Types : 9
Tweet : 2075
MentionsInRetweet : 17800
Retweet : 12800
Mentions : 5502
MentionsInReplyTo : 1362
Quote : 572
MentionsInQuote : 628
Replies to : 746
MentionsInQuoteReply : 14
Self-Loops : 3401
Reciprocated Vertex Pair Ratio : 0.043028477235264
Reciprocated Edge Ratio : 0.0825068119891008
Connected Components : 467
Single-Vertex Connected Components : 305
Maximum Vertices in a Connected Component : 9793
Maximum Edges in a Connected Component : 38433
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.21277
Graph Density : 0.000148277436376051
Modularity : 0.37174
NodeXL Version : 1.0.1.508
Graph Gallery URL : https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=285549
Data Import : The graph represents a network of 17,330 Twitter users whose recent tweets contained "#ddj", 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 12:00:01 AM and 12/5/2022 12:00:01 AM. The network was obtained from Twitter on Monday, 05 December 2022 at 11:44 UTC.

The tweets in the network were tweeted over the 4224-day, 23-hour, 12-minute period from Wednesday, 11 May 2011 at 22:45 UTC to Sunday, 04 December 2022 at 21:57 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
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:
[295] https://www.smard.de/
[95] https://twitter.com/fedfragapane/status/1483132878401724417/video/1
[41] https://interaktiv.morgenpost.de/klimawandel-hitze-meeresspiegel-wassermangel-stuerme-unbewohnbar/
[37] https://istories.media/investigations/2022/06/20/chto-ostalos-ot-rossiiskoi-armii-k-chetvertomu-mesyatsu-voini/?utm_source=twitter&utm_medium=mainpage&utm_campaign=chto-ostalos-ot-rossiiskoi-armii-k-chetvertomu-mesyatsu-voini
[35] https://www.eventbrite.com/e/data-driven-journalism-for-social-media-using-nodexl-tickets-393363660297?aff=eand
[35] https://www.journaliststoolbox.org/category/data-visualization-and-online-tools/
[33] https://boards.eu.greenhouse.io/financialtimes33/jobs/4018476101?gh_src=db5f1902teu
[32] https://interaktiv.morgenpost.de/klimawandel-hitze-meeresspiegel-wassermangel-stuerme-unbewohnbar/en.html
[30] https://www.instagram.com/reel/CbdBKB-AYI5/?utm_medium=copy_link
[28] https://twitter.com/fedfragapane/status/1549369193316990977/photo/1

Top URLs in Tweet in G1:
[30] https://boards.eu.greenhouse.io/financialtimes33/jobs/4018476101?gh_src=db5f1902teu
[27] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Finside.mediahack.co.za%2Fdata-journalism-tools-and-resources-8df1c3d96c13%3Fsource%3Dsocial.tw
[25] https://puntofisso.net/newsletter
[21] https://www.eventbrite.com/e/global-investigative-journalism-conference-gijc21-on-demand-tickets-208121435817
[14] https://interaktiv.morgenpost.de/klimawandel-hitze-meeresspiegel-wassermangel-stuerme-unbewohnbar/en.html
[13] https://journalismcourses.org/course/advanced-data-journalism-doing-more-with-r/
[10] https://boards.eu.greenhouse.io/financialtimes33
[10] https://m.youtube.com/channel/UCY8xUWeaWVE4JY05JUupzYQ
[10] https://sigmaawards.org/
[9] https://gijn.org/2022/04/20/sigma-awards-10-lessons-for-data-journalists-around-the-world-gijn/

Top URLs in Tweet in G2:
[17] https://nrch.de/scicar2022
[16] https://www.smard.de/
[12] https://twitter.com/JanGeorgPlavec/status/1526668256718868480/photo/1
[9] https://www.stuttgarter-zeitung.de/inhalt.aktuelle-daten-zur-corona-pandemie-inzidenz-erstmals-wieder-zweistellig.34f4b7fe-005f-4abc-b915-421008c5774a.html
[7] https://www.stuttgarter-zeitung.de/klimazentrale
[7] https://jobs.spiegelgruppe.de/Vacancies/934/Description/31
[6] https://www.ndr.de/der_ndr/karriere/index.html
[6] https://recruitingapp-5261.de.umantis.com/VacanciesIntraxData/1?lang=ger
[6] https://twitter.com/the_claus/status/1585189531237888001/photo/1
[6] https://nrch.de/2k

Top URLs in Tweet in G3:
[34] https://www.eventbrite.com/e/data-driven-journalism-for-social-media-using-nodexl-tickets-393363660297?aff=eand
[17] https://gijn.org/2022/01/14/data-journalism-top-10-prenatal-testing-visualizing-death-threats-russian-military-bases/
[14] https://gijn.org/2022/01/28/data-journalism-top-10-slaveholders-in-congress-tonga-eruption/
[14] https://gijn.org/2022/01/21/data-journalism-top-10-wordle-wins-djokovic-drama-and-uks-partygate-scandal/
[13] https://gijn.org/2022/05/16/top-10-ddj-zapret-abortov-rossiyskaya-dezinformatsiya-porodyi-sobak-zhara-v-indii/
[13] https://gijn.org/2022/02/11/data-journalism-top-10-women-making-headlines-vaccine-gaps-india-singer-history/
[13] https://gijn.org/2022/02/18/data-journalism-top-10-olympic-bias-electric-vehicles-redlinings-legacy-and-pandemic-violence/
[12] https://gijn.org/2022/05/02/top-10-ddj-kto-u-vas-v-koshelke-klimaticheskaya-igra-nalogovoe-neravenstvo/
[12] https://gijn.org/2022/01/31/top-10-ddj-ukraina-na-kartah-vulkan-u-beregov-tonga-i-rabovladeltsyi-v-kongresse-usa/
[12] https://gijn.org/2022/01/24/top-10-ddj-vecherinki-vo-vremya-lokdauna-pandemicheskiy-shoping-i-izbiratelnaya-geografiya/

Top URLs in Tweet in G4:
[4] https://data.assemblee-nationale.fr/
[1] https://twitter.com/JeanDup1n/status/1572603403133456384/photo/1
[1] https://twitter.com/JulienDepelchin/status/1586731849031864321
[1] https://www.francetvinfo.fr/sante/maladie/coronavirus/infographies-covid-19-qui-sont-les-20-000-morts-de-la-cinquieme-vague_4973940.html
[1] https://twitter.com/math_lehot/status/1498235093999046656/photo/1
[1] https://datajournalism.com/read/newsletters/the-history-of-data-journalism
[1] https://twitter.com/math_lehot/status/1481553357701586946/photo/1
[1] https://twitter.com/math_lehot/status/1504731871841771555/photo/1
[1] https://www.francetvinfo.fr/elections/legislatives/enquete-franceinfo-legislatives-2022-les-deputes-de-gauche-sortants-ont-ils-vote-d-un-seul-bloc-durant-les-cinq-dernieres-annees_5141728.html
[1] https://twitter.com/math_lehot/status/1527558965055438848/photo/1

Top URLs in Tweet in G5:
[91] https://twitter.com/fedfragapane/status/1483132878401724417/video/1
[27] https://www.instagram.com/reel/CbdBKB-AYI5/?utm_medium=copy_link
[20] https://twitter.com/fedfragapane/status/1549369193316990977/photo/1
[19] https://www.behance.net/FedericaFragapane
[8] https://www.behance.net/gallery/135267321/Piero-della-Francescas-works
[4] https://twitter.com/EdwardTufte/status/1485436295421829125/photo/1
[3] http://www.nytimes.com/interactive/2014/02/27/world/europe/ukraine-divisions-crimea.html?smid=pl-share
[3] https://twitter.com/FilMastroianni/status/1496029271843823616/photo/1
[3] https://twitter.com/fedfragapane/status/1354420887391526912/photo/1
[3] https://www.behance.net/gallery/148418917/The-deepest-lakes

Top URLs in Tweet in G6:
[4] https://twitter.com/juliustroeger/status/1570304033952509954/photo/1
[4] https://twitter.com/juliustroeger/status/1567054072586321921/photo/1
[4] https://twitter.com/juliustroeger/status/1491364237742325765/photo/1
[4] https://interaktiv.morgenpost.de/klimawandel-hitze-meeresspiegel-wassermangel-stuerme-unbewohnbar/
[3] https://twitter.com/juliustroeger/status/1578289937409265665/photo/1
[3] https://interaktiv.morgenpost.de/klimawandel-hitze-meeresspiegel-wassermangel-stuerme-unbewohnbar/en.html
[3] https://twitter.com/LuisaBillmayer/status/1593242387257520132/photo/1
[3] https://www.smard.de/
[2] https://interaktiv.morgenpost.de/ukraine-fluechtlinge-zahlen-karte-grafiken/
[1] https://www.zeit.de/wissen/2022-09/duerre-klimakrise-entwicklung-daten-uebersicht

Top URLs in Tweet in G7:
[34] https://istories.media/investigations/2022/06/20/chto-ostalos-ot-rossiiskoi-armii-k-chetvertomu-mesyatsu-voini/?utm_source=twitter&utm_medium=mainpage&utm_campaign=chto-ostalos-ot-rossiiskoi-armii-k-chetvertomu-mesyatsu-voini
[7] https://istories.media/investigations/2022/05/04/yunie-bednie-mertvie/?utm_source=twitter&utm_medium=mainpage&utm_campaign=yunie-bednie-mertvie
[3] https://istories.media/reportages/2022/05/16/voina-v-tsifrakh/?utm_source=twitter&utm_medium=mainpage&utm_campaign=voina-v-tsifrakh
[2] https://twitter.com/istories_media/status/1521821158907293697/photo/1
[2] https://istories.media/investigations/2022/06/15/donbass-otstroim-rossiyu-kak-nibud-potom/?utm_source=twitter&utm_medium=mainpage&utm_campaign=donbass-otstroim-rossiyu-kak-nibud-potom
[2] https://istories.media/investigations/2022/06/09/million-zhalob-na-voinu/?utm_source=twitter&utm_medium=mainpage&utm_campaign=million-zhalob-na-voinu
[1] https://storage.googleapis.com/istories/reportages/2022/08/22/antiwar-prosecution/index.html
[1] https://twitter.com/istories_media/status/1561678488662327297/photo/1
[1] https://storage.googleapis.com/istories/stories/2022/10/05/kakie-regioni-otdali-bolshe-vsego-muzhchin-na-voinu/index.html
[1] https://twitter.com/istories_media/status/1577611713163264001/photo/1

Top URLs in Tweet in G8:
[21] https://texty.org.ua/projects/108323/germs-russian-world-who-supports-russia-europe/
[7] https://texty.org/
[3] https://texty.org.ua/projects/107697/how-russian-strikes-destroy-high-rise-buildings/
[3] https://texty.org.ua/articles/107612/war-machine-structure-and-faces-of-the-russian-military-and-industrial-complex/
[3] https://twitter.com/TextyOrgUa/status/1478272840231178241
[3] https://twitter.com/dvrnd/status/1505150526899601413/photo/1
[2] https://texty.org.ua/projects/107440/pid-udarom-sho-i-koly-obstrilyuvala-rosiya/
[2] https://texty.org.ua/projects/107577/under-attack-what-and-when-russia-shelled-ukraine/
[2] https://texty.org.ua/projects/108161/telegram-occupation-how-russia-wanted-breed-media-monster-ended-paper-tiger/
[2] https://texty.org.ua/projects/105282/ukraine-there-are-about-20000-fires-arable-land-yearly/

Top URLs in Tweet in G9:
[267] https://www.smard.de/
[10] https://twitter.com/pkrohn1/status/1579027061523746816
[2] https://jobs.spiegelgruppe.de/Vacancies/934/Description/31
[2] https://twitter.com/PatrickStotz/status/1564182452159090689/photo/1
[2] https://www.sueddeutsche.de/projekte/artikel/wissen/klimawandel-mehr-fortschritt-als-erwartet-e577336/?utm_source=twitter&utm_medium=twitterbot&utm_content=e577336
[2] https://m.faz.net/aktuell/wirtschaft/klima-nachhaltigkeit/strom-gas-und-benzin-energiekrise-in-deutschland-im-ueberblick-18232227.html
[1] https://docs.google.com/forms/d/e/1FAIpQLSdOf9tfGKj91wV6qeMc0c7OywMOLcuktVjsJRjwyAmuqex-sQ/viewform
[1] https://twitter.com/tkb/status/970731760391741442/photo/1
[1] https://twitter.com/derspiegel/status/1574369812154826752
[1] https://uebermedien.de/74419/wir-haben-ausgewertet-welche-meinungen-die-welt-abonnenten-lieben/

Top URLs in Tweet in G10:
[8] https://www.smard.de/
[3] https://twitter.com/plateauton/status/1531656588494360576/photo/1
[3] https://twitter.com/plateauton/status/1594757109320663058/photo/1
[2] https://twitter.com/plateauton/status/1288800521453797376/photo/1
[2] https://interaktiv.tagesspiegel.de/lab/co2-bilanz-von-essen-der-klimarechner-fuer-deine-kueche/
[2] https://twitter.com/plateauton/status/1581914719090135040/photo/1
[2] https://twitter.com/plateauton/status/1484498818997846016/photo/1
[2] https://interaktiv.tagesspiegel.de/lab/lieferstopp-rechner-reicht-das-gas-im-winter-trotz-importstopp-aus-russland/
[2] https://twitter.com/plateauton/status/1570703220724600833/photo/1
[2] https://interaktiv.tagesspiegel.de/lab/laengste-beheizte-pipeline-der-welt-oelbrunnen-im-nationalpark/

Top Domains
Top Domains in Tweet in Entire Graph:
[4088] twitter.com
[928] gijn.org
[295] smard.de
[209] co.uk
[192] youtube.com
[165] paper.li
[153] journaliststoolbox.org
[129] medium.com
[129] verigazeteciligi.com
[106] datajournalism.com

Top Domains in Tweet in G1:
[976] twitter.com
[159] co.uk
[136] gijn.org
[129] verigazeteciligi.com
[93] datajournalism.com
[62] medium.com
[57] paper.li
[52] sigmaawards.org
[50] greenhouse.io
[50] puntofisso.net

Top Domains in Tweet in G2:
[349] twitter.com
[95] stuttgarter-zeitung.de
[85] sueddeutsche.de
[29] nrch.de
[23] ndr.de
[16] smard.de
[12] morgenpost.de
[10] n-tv.de
[9] youtube.com
[8] umantis.com

Top Domains in Tweet in G3:
[863] twitter.com
[684] gijn.org
[101] paper.li
[92] voxeurop.eu
[42] eventbrite.com
[28] istories.media
[23] atlatszo.hu
[14] atlo.team
[11] novayagazeta.eu
[9] sigmaawards.org

Top Domains in Tweet in G4:
[8] twitter.com
[4] francetvinfo.fr
[4] assemblee-nationale.fr
[1] datajournalism.com
[1] lavoixdunord.fr
[1] smard.de

Top Domains in Tweet in G5:
[166] twitter.com
[35] behance.net
[30] instagram.com
[10] ilsole24ore.com
[8] edwardtufte.com
[3] nytimes.com
[3] imagequilts.com
[2] darkhorseanalytics.com
[2] github.com
[1] storybench.org

Top Domains in Tweet in G6:
[41] twitter.com
[14] morgenpost.de
[7] fr.de
[5] zeit.de
[3] smard.de
[2] bund.de
[1] journalismfellowships.eu
[1] zeit-verlagsgruppe.de
[1] merkur.de

Top Domains in Tweet in G7:
[52] istories.media
[17] twitter.com
[3] googleapis.com
[2] youtube.com
[1] youtu.be

Top Domains in Tweet in G8:
[42] org.ua
[20] twitter.com
[7] texty.org
[1] youtube.com
[1] google.com

Top Domains in Tweet in G9:
[267] smard.de
[27] twitter.com
[5] spiegel.de
[3] faz.net
[2] spiegelgruppe.de
[2] sueddeutsche.de
[1] google.com
[1] uebermedien.de
[1] smc.page
[1] tweetedtimes.com

Top Domains in Tweet in G10:
[33] twitter.com
[29] tagesspiegel.de
[8] smard.de
[2] uzh.ch
[2] kontinentalist.com
[1] fh-potsdam.de
[1] github.com
[1] reuters.com
[1] sigmaawards.org
[1] gijn.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[7768] ddj
[1398] dataviz
[1179] datajournalism
[446] data
[263] rstats
[222] datavisualization
[195] klimakrise
[183] dj
[178] infographic
[149] corona



Top Hashtags in Tweet in G1:
[2058] ddj
[898] datajournalism
[414] dataviz
[178] data
[71] rstats
[61] sigmas22
[58] ddjuk22
[57] journalism
[38] phdposition
[35] opendata

Top Hashtags in Tweet in G2:
[825] ddj
[128] corona
[100] omikron
[79] klimakrise
[76] datenjournalismus
[71] dataviz
[60] scicar22
[51] klimazentrale
[45] hitzewelle
[40] omikronwand

Top Hashtags in Tweet in G3:
[1421] ddj
[112] nodexl
[97] dataviz
[80] legislativas2022
[71] datajournalism
[51] journalism
[43] data
[41] eu
[39] covid19
[38] ukraine

Top Hashtags in Tweet in G4:
[13] ddj
[10] thread
[5] rstats
[1] pqr
[1] phr
[1] covid19
[1] datajournalisme
[1] assembleenationale

Top Hashtags in Tweet in G5:
[422] dataviz
[244] ddj
[172] datavisualization
[156] infographic
[133] graphicdesign
[27] datascience
[26] data
[26] analytics
[7] rstats
[5] datajournalism

Top Hashtags in Tweet in G6:
[46] ddj
[10] ukraine
[8] klimakrise
[6] showyourstripes
[6] klima
[6] klimawandel
[6] ipcc
[6] iran
[4] dataviz
[3] ltwnrw22

Top Hashtags in Tweet in G7:
[55] ddj
[1] google

Top Hashtags in Tweet in G8:
[390] ddj
[13] datajournalism
[12] ukraine
[7] osint
[1] warinukraine
[1] mykolaiv
[1] graphoftheday
[1] disinformation
[1] foia
[1] russiainvadedukraine

Top Hashtags in Tweet in G9:
[34] ddj
[5] klimakrise
[5] klimaschutz
[4] cyberkriminalität
[4] energiekrise
[4] strom
[4] gasversorgung
[4] energie
[3] hitzewelle
[2] dataviz

Top Hashtags in Tweet in G10:
[72] berliner
[53] ddj
[34] totalenergies
[29] klimakrise
[27] berlin
[23] cities4rent
[20] ukraine
[17] iqb
[15] qatar
[10] deepfake

Top Words
Top Words in Tweet in Entire Graph:
[7773] #ddj
[4229] data
[2819] die
[1637] в
[1409] #dataviz
[1270] journalism
[1224] 10
[1179] #datajournalism
[1027] données
[1015] gijn

Top Words in Tweet in G1:
[2057] #ddj
[1757] data
[898] #datajournalism
[754] journalism
[548] datajournalism
[410] #dataviz
[309] team
[298] join
[290] ftdata
[243] paulbradshaw

Top Words in Tweet in G2:
[1413] die
[824] #ddj
[521] sz
[450] datentaeterin
[299] neue
[295] stereotypen
[295] kinderkleidung
[261] daten
[220] datenanalyse
[216] jungen

Top Words in Tweet in G3:
[1421] #ddj
[1189] в
[772] 10
[751] gijn
[581] র
[476] data
[462] рус
[443] и
[437] топ
[336] য

Top Words in Tweet in G4:
[927] math_lehot
[923] données
[906] ça
[904] tout
[904] poids
[904] routiers
[904] pls
[904] ordis
[904] itinéraires
[904] calculés

Top Words in Tweet in G5:
[732] data
[422] #dataviz
[336] edwardtufte
[258] fedfragapane
[249] book
[244] #ddj
[218] video
[218] info
[218] course
[217] analyzing

Top Words in Tweet in G6:
[358] satz
[358] iv
[358] hartz
[341] die
[301] juliustroeger
[248] gut
[246] pro
[246] einwohner
[244] trotz
[244] ausgebaut

Top Words in Tweet in G7:
[607] istories_media
[437] в
[427] и
[283] войны
[274] россия
[249] сколько
[241] украины
[236] за
[216] военных
[213] почему

Top Words in Tweet in G8:
[390] #ddj
[269] textyorgua_eng
[226] textyorgua
[218] ukraine
[186] щоб
[186] проєкт
[180] ще
[179] величезну
[179] ми
[179] сьогодні

Top Words in Tweet in G9:
[437] die
[273] patrickstotz
[267] plattform
[267] kam
[267] ausfall
[267] samstag
[267] bundesnetzagentur
[267] meldung
[262] welt
[261] community

Top Words in Tweet in G10:
[381] plateauton
[331] die
[73] welchen
[72] haustür
[72] luftqualität
[72] grünflächen
[72] kiezen
[72] laut
[72] genug
[72] gibt's

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[923] ordis,pls
[923] poids,gigabytes
[923] itinéraires,routiers
[923] tout,ça
[923] million,itinéraires
[923] gigabytes,données
[923] pls,poids
[923] données,tout
[923] routiers,calculés
[923] calculés,ordis

Top Word Pairs in Tweet in G1:
[597] data,journalism
[219] #ddj,#dataviz
[176] data,journalist
[142] ftdata,team
[136] join,ftdata
[129] #ddj,#datajournalism
[124] team,london
[100] #datajournalism,survey
[88] job,alert
[82] veri,gazeteciliği

Top Word Pairs in Tweet in G2:
[213] sz,datenanalyse
[210] hotpants,mädchen
[209] mädchen,shorts
[209] datenanalyse,hotpants
[209] kinderkleidung,stereotypen
[209] shorts,jungen
[209] neue,sz
[209] jungen,angebot
[209] angebot,kinderkleidung
[208] datentaeterin,neue

Top Word Pairs in Tweet in G3:
[521] 10,#ddj
[459] #ddj,gijn
[437] топ,10
[426] в,топ
[382] gijn,рус
[291] top,10
[195] журналистики,данных
[185] 10,журналистики
[184] данных,#ddj
[174] social,media

Top Word Pairs in Tweet in G4:
[904] tout,ça
[904] données,tout
[904] itinéraires,routiers
[904] calculés,ordis
[904] pls,poids
[904] gigabytes,données
[904] routiers,calculés
[904] million,itinéraires
[904] ordis,pls
[904] poids,gigabytes

Top Word Pairs in Tweet in G5:
[217] course,analyzing
[217] analyzing,presenting
[217] video,#dataviz
[217] space,data
[217] fresh,eyes
[217] seeing,fresh
[217] data,info
[217] #dataviz,course
[217] book,seeing
[217] meaning,space

Top Word Pairs in Tweet in G6:
[358] hartz,iv
[244] öpnv,gut
[244] nimmt,die
[244] weiter,öpnv
[244] klimakrise,nimmt
[244] pro,einwohner
[244] trotz,klimakrise
[244] gut,ausgebaut
[244] einwohner,weiter
[244] die,zahl

Top Word Pairs in Tweet in G7:
[210] istories_media,почему
[207] уничтожила,за
[207] почему,россия
[207] военных,целей
[207] целей,и
[207] стреляет,мимо
[207] за,пять
[207] сколько,гражданских
[207] россия,стреляет
[207] украины,уничтожила

Top Word Pairs in Tweet in G8:
[179] щоб,показати
[179] #ddj,присвячений
[179] величезну,роботу
[179] один,проєкт
[179] сьогодні,ми
[179] ми,опублікували
[179] даних,#ddj
[179] журналістики,даних
[179] присвячений,війні
[179] роботу,щоб

Top Word Pairs in Tweet in G9:
[267] samstag,ausfall
[267] ausfall,meldung
[267] kam,samstag
[267] plattform,bundesnetzagentur
[267] bundesnetzagentur,kam
[266] patrickstotz,plattform
[260] welt,community
[260] die,welt
[130] die,bundesrepublik
[130] ablehnt,flüchtlinge

Top Word Pairs in Tweet in G10:
[72] genug,grünflächen
[72] grünflächen,haustür
[72] luftqualität,schlecht
[72] die,luftqualität
[72] gibt's,genug
[72] #berliner,kiezen
[72] schlecht,laut
[72] haustür,die
[72] kiezen,gibt's
[72] welchen,#berliner

Top Replied-To
Top Replied-To in Entire Graph:
@anjali_v18
@arpittm
@ft
@idevadhikari
@schapiramanuk
@hareemishiqa
@hariankompas

Top Replied-To in G1:
@ft
@datajournalism
@hariankompas
@macarangatweets
@axios
@theeconomist
@manyun_zou
@kontinentalist_
@lisacmuth
@projectm_org

Top Replied-To in G2:
@annabehrend
@halukamb
@holtzbrinckbln
@mdr_san
@janeggers
@looreen
@techjournalisto
@bschwentker
@corinnaklingler
@edconwaysky

Top Replied-To in G3:
@mod_russia
@emmanuelmacron
@spotify
@jdonyo
@datadista

Top Replied-To in G4:
@humeursdevictor

Top Replied-To in G6:
@patrickstotz

Top Mentioned
Top Mentioned in Entire Graph:
@gijn
@math_lehot
@datajournalism
@istories_media
@sz
@plateauton
@datentaeterin
@juliustroeger
@edwardtufte
@patrickstotz

Top Mentioned in G1:
@datajournalism
@paulbradshaw
@ftdata
@l_a_kelly
@sigmaawards
@alastairotter
@gijn
@bcujournalism
@alexhomer
@puntofisso

Top Mentioned in G2:
@sz
@datentaeterin
@s_muellerhansen
@scicarde
@jangeorgplavec
@chelm
@annabehrend
@manuel_mohr
@funkeinteraktiv
@stz_news

Top Mentioned in G3:
@gijn
@gijnru
@edjnet
@nodexlacademy
@nytimes
@washingtonpost
@istories_media
@voxeurop
@theeconomist
@atloteam

Top Mentioned in G4:
@math_lehot
@franceinfoplus
@assembleenat
@projet_arcadie
@blandinelc
@lavoixdunord
@driven_by_data
@martiblancho
@mrpecners
@tylermorganwall

Top Mentioned in G5:
@edwardtufte
@fedfragapane
@la_lettura
@ourworldindata
@paolocorti_
@piaaaac
@redouad
@filmastroianni
@rawgraphs
@adobe

Top Mentioned in G6:
@juliustroeger
@alterpaetz
@funkeinteraktiv
@luisabillmayer
@bbsr_bund
@priesling
@ippenmedia
@carsten_erdmann
@nilstillmann
@benjazehr

Top Mentioned in G7:
@istories_media
@gijnru
@ovdinfo
@citeam_ru
@gijn
@scmpnew
@propublica
@sz

Top Mentioned in G8:
@textyorgua_eng
@textyorgua
@datajournalism
@dvrnd
@fubits
@gijnru
@gijn
@ptrbdr
@sigmaawards

Top Mentioned in G9:
@patrickstotz
@niggi
@juliustroeger
@s_muellerhansen
@hdambeck
@plateauton
@spiegel_data
@faznet
@cobralina
@mk_boehm

Top Mentioned in G10:
@plateauton
@ninabcdefghi
@tagesspiegel
@juliustroeger
@sotsideris
@gijn
@tamaraflemisch
@reporters_gr
@patrickstotz
@fgilardi

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@railwayseva
@hrblock_21
@s9tmt
@algonfdez
@sahelhkj
@independent
@_redfrog
@nobby15
@chrisbrey1

Top Tweeters in G1:
@hrblock_21
@sahelhkj
@ansisegle
@repubblica
@infobae
@dailymirror
@gallimaufrey777
@fleming77
@guardian
@opensource_orgs

Top Tweeters in G2:
@nobby15
@chrisbrey1
@o_fabriciosouza
@dataaugmented
@godfrey_g_
@muschelschloss
@michael_kunz
@uwesteiner
@littlewisehen
@k3vk4

Top Tweeters in G3:
@_redfrog
@httweets
@rapplerdotcom
@reuters
@business
@enrico056
@le_figaro
@businessinsider
@el_pais
@publico

Top Tweeters in G4:
@radiolondres6
@the_best_man_57
@pouceopposable
@playmogeek
@virginievotier
@franceinfo
@vaneay
@tecoub
@juigro
@elisa15000

Top Tweeters in G5:
@brandonmscales
@straitarrow10
@mtrushmore2016
@qbankendy
@tottenbill
@ken_crichlow
@hdpr2016
@kcolaizzo
@1feralkat
@kathleerowlands

Top Tweeters in G6:
@kulturbolschewi
@grundsaetzlich
@mailwurm666
@tumalwas
@btkrth
@steph80335
@ap_saegge
@raumplanungtv
@eumelfink09
@klang_ruinen

Top Tweeters in G7:
@kniga555
@b_elena__
@xaaks
@azazet
@ljuka0312
@milleroval
@petrovich_divan
@tarasovadina10
@alex82293076
@brigitagrohman

Top Tweeters in G8:
@cotey_mary
@ludmila1348
@samir_patil
@stlhd100
@stefan_laurell
@vv120907
@nichkanightua
@ptialex77
@motovilovka85
@euwatchers

Top Tweeters in G9:
@jaquearnoux
@welt
@berlinsandra78
@schmidtlepp
@mlb0t
@a_hungry_fool
@freediver_doris
@newborl
@faznet
@wunderwer

Top Tweeters in G10:
@scheerenberger
@milatrud11
@wally44
@halleverkehrt
@cptleto
@die_primel
@fffbot1
@fritzquincke
@beltschazzara
@ariantoser


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