list:912241909002833921, Twitter, 6/1/2023 6:20:22 PM, 292058


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Bundestag May 2023 internal network
Bundestag May 2023 internal network
From:
SMRFoundation
Uploaded on:
June 01, 2023
Short Description:
list:912241909002833921 via NodeXL https://bit.ly/3N5ukIq
@karambadiaby
@c_lindner
@stbrandner
@marcobuschmann
@matthiashauer
@renatekuenast
@ricarda_lang
@konstantinnotz
@_friedrichmerz
@wissing

Top hashtags:
#habeck
#graichen
#klimaschutz
#cdu
#bundestag

Description:
Description
The graph represents a network of 7,437 Twitter users whose recent tweets contained "list:912241909002833921", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 100,000 tweets, tweeted between 5/1/2023 12:00:00 AM and 5/31/2023 11:59:59 AM. The network was obtained from Twitter on Thursday, 01 June 2023 at 14:16 UTC.

The tweets in the network were tweeted over the 1955-day, 0-hour, 11-minute period from Monday, 22 January 2018 at 18:46 UTC to Wednesday, 31 May 2023 at 18:57 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 : 498
Unique Edges : 1083
Edges With Duplicates : 6910
Total Edges : 7993
Number of Edge Types : 8
MentionsInRetweet : 2998
Mentions : 417
Retweet : 2291
MentionsInReplyTo : 1250
Replies to : 420
Quote : 386
MentionsInQuote : 190
MentionsInQuoteReply : 41
Self-Loops : 0
Reciprocated Vertex Pair Ratio : 0.10041265474553
Reciprocated Edge Ratio : 0.1825
Connected Components : 2
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 496
Maximum Edges in a Connected Component : 7991
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.054313
Graph Density : 0.0129289794994869
Modularity : 0.219346
NodeXL Version : 1.0.1.515
Data Import : The graph represents a network of 7,437 Twitter users whose recent tweets contained "list:912241909002833921", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 100,000 tweets, tweeted between 5/1/2023 12:00:00 AM and 5/31/2023 11:59:59 AM. The network was obtained from Twitter on Thursday, 01 June 2023 at 14:16 UTC.

The tweets in the network were tweeted over the 1955-day, 0-hour, 11-minute period from Monday, 22 January 2018 at 18:46 UTC to Wednesday, 31 May 2023 at 18:57 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 : list:912241909002833921
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
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://twitter.com/KarambaDiaby/status/1654092731646369799
[13] https://twitter.com/SPD_LSA/status/1654012513548222466
[10] https://twitter.com/bstrasser/status/1654757059701755905
[9] https://www.br.de/nachrichten/bayern/strompreisentwicklung-nach-atomausstieg-strom-sogar-billiger,TeEQusi
[7] https://twitter.com/andreasscheuer/status/1654360251888484352
[6] https://twitter.com/sandra_weeser/status/1661060416708001801
[6] https://twitter.com/c_lindner/status/1654141055590096901
[5] https://www.oldenburger-onlinezeitung.de/nachrichten/ziemiak-nennt-buschmann-datenschutzfetischist-105624.html
[5] https://twitter.com/LamyaKaddor/status/1656571313555644416
[5] https://twitter.com/herr_emmerich/status/1660966893996453888

Top URLs in Tweet in G1:
[8] https://twitter.com/SPD_LSA/status/1654012513548222466
[8] https://twitter.com/KarambaDiaby/status/1654092731646369799
[4] https://twitter.com/andreasscheuer/status/1661508165337268224
[4] https://www.bild.de/politik/inland/politik-inland/auf-wunsch-eines-gruenen-ministeriums-auch-graichens-bruder-beraet-die-regierung-83834394.bild.html
[4] https://twitter.com/TR_Bremen/status/1661676268977369088/photo/1
[4] https://twitter.com/MatthiasHauer/status/1661039395019915265/photo/1
[4] https://twitter.com/mueller_sepp/status/1653117745028800515/photo/1
[4] https://twitter.com/sandra_weeser/status/1661060416708001801
[4] https://twitter.com/HoubenReinhard/status/1655920058353287170
[4] https://twitter.com/Ottilie_Klein/status/1653065043800465408/photo/1

Top URLs in Tweet in G2:
[9] https://www.br.de/nachrichten/bayern/strompreisentwicklung-nach-atomausstieg-strom-sogar-billiger,TeEQusi
[5] https://twitter.com/KarambaDiaby/status/1654092731646369799
[4] https://twitter.com/SPD_LSA/status/1654012513548222466
[4] https://twitter.com/c_lindner/status/1654141055590096901
[4] https://twitter.com/ManuelaRottman/status/1658548032697163926/photo/1
[4] https://twitter.com/LamyaKaddor/status/1657426571899142147/photo/1
[4] https://twitter.com/LamyaKaddor/status/1656571313555644416
[4] https://twitter.com/KathrinAnna/status/1660533687509823489/photo/1
[4] https://twitter.com/sven_kindler/status/1653754279960670215/photo/1
[3] https://twitter.com/Ricarda_Lang/status/1655483916524855299

Top URLs in Tweet in G3:
[10] https://twitter.com/bstrasser/status/1654757059701755905
[6] https://twitter.com/KarambaDiaby/status/1654092731646369799
[4] https://www.swr.de/swraktuell/baden-wuerttemberg/kretschmann-zweifel-an-zeitplan-heizungsgesetz-100.html
[4] https://twitter.com/jensteutrine/status/1653406001347932160/photo/1
[3] https://www.oldenburger-onlinezeitung.de/nachrichten/ziemiak-nennt-buschmann-datenschutzfetischist-105624.html
[3] https://twitter.com/andreasscheuer/status/1654360251888484352
[3] https://twitter.com/ARD_BaB/status/1660634511284076544/video/1
[3] https://twitter.com/ManuelHoeferlin/status/1661279662490767360/photo/1
[2] https://twitter.com/KonradStockmei1/status/1659460629990711296
[2] https://twitter.com/bmdv/status/1652923388451495937

Top URLs in Tweet in G4:
[4] https://twitter.com/StBrandner/status/1654446166396870656/photo/1
[4] https://twitter.com/StBrandner/status/1654510918158385153/photo/1
[4] https://twitter.com/Dr_Rainer_Kraft/status/1658474582125457410/photo/1
[4] https://twitter.com/Marcus_Buehl/status/1654548862198218753/photo/1
[3] https://twitter.com/StBrandner/status/1662884078163460096/photo/1
[2] https://twitter.com/KaufmannAfD/status/1652961760482152451/photo/1
[2] https://twitter.com/herr_emmerich/status/1660966893996453888
[2] https://twitter.com/PetrBystronAfD/status/1654056991038353408/photo/1
[2] https://twitter.com/Dr_Rainer_Kraft/status/1657787953786093568/photo/1
[2] https://twitter.com/M_Reichardt_AfD/status/1656786348936658947/photo/1

Top URLs in Tweet in G5:
[4] https://twitter.com/Janine_Wissler/status/1654866531619045380/photo/1
[4] https://twitter.com/KayUweZiegler71/status/1660663950244020225/photo/1
[3] https://twitter.com/christian_leye/status/1656332155499233281/photo/1
[3] https://twitter.com/AkbulutGokay/status/1654077772669616130/photo/1
[2] https://twitter.com/Janine_Wissler/status/1654474101988179968/photo/1
[1] https://twitter.com/HeidiReichinnek/status/1655949363758391297
[1] https://twitter.com/linksfraktion/status/1662034476032040960
[1] https://twitter.com/dubisthallede/status/1653986983159447552
[1] https://www.abgeordnetenwatch.de/profile/soeren-pellmann/fragen-antworten/werden-sie-dem-antrag-20/4886-der-cdu/csu-fraktion-zum-thema-me/cfs-zustimmen
[1] https://twitter.com/jankortemdb/status/1660958754135744512/photo/1

Top URLs in Tweet in G6:
[1] https://twitter.com/DeborahDuering/status/1652999076017831938
[1] https://twitter.com/MarcoBuschmann/status/1659463340777775104

Top URLs in Tweet in G7:
[1] https://twitter.com/Tino_Chrupalla/status/1662875167331176450
[1] https://www.tagesspiegel.de/politik/lucke-von-rund-20-milliarden-euro-keine-einigung-im-etatstreit-lindner-verschiebt-nachste-frist-9800678.html

Top URLs in Tweet in G8:
[1] https://twitter.com/stamm_fibich/status/1656642561174274052/photo/1
[1] https://twitter.com/tati_mnz/status/1660315021287518209/photo/1

Top Domains
Top Domains in Tweet in Entire Graph:
[889] twitter.com
[19] bild.de
[13] br.de
[12] spiegel.de
[11] sueddeutsche.de
[11] welt.de
[10] bundestag.de
[8] tagesschau.de
[8] focus.de
[7] rp-online.de

Top Domains in Tweet in G1:
[291] twitter.com
[11] bild.de
[5] focus.de
[3] sueddeutsche.de
[3] rnd.de
[2] bundestag.de
[2] welt.de
[2] oldenburger-onlinezeitung.de
[2] daserste.de
[2] cducsu.de

Top Domains in Tweet in G2:
[290] twitter.com
[12] br.de
[7] spiegel.de
[6] sueddeutsche.de
[5] gruene-bundestag.de
[5] tagesschau.de
[5] rp-online.de
[4] bundestag.de
[3] fr.de
[3] t-online.de

Top Domains in Tweet in G3:
[166] twitter.com
[7] welt.de
[4] swr.de
[3] oldenburger-onlinezeitung.de
[3] spiegel.de
[3] bild.de
[2] zeit.de
[2] rp-online.de
[2] mdr.de
[2] tagesschau.de

Top Domains in Tweet in G4:
[82] twitter.com
[5] bild.de
[2] welt.de
[2] focus.de
[1] spiegel.de
[1] instagram.com
[1] nicht.er
[1] wdr.de
[1] pi-news.net
[1] faz.net

Top Domains in Tweet in G5:
[55] twitter.com
[2] youtube.com
[1] abgeordnetenwatch.de
[1] facebook.com
[1] petra-sitte.de
[1] filmkunstfest.de
[1] linksfraktion.de
[1] bundestag.de
[1] freiburg.de

Top Domains in Tweet in G6:
[2] twitter.com

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[115] habeck
[108] graichen
[44] klimaschutz
[43] cdu
[42] bundestag
[35] fairheizen
[34] grünen
[33] spd
[32] fdp
[30] letztegeneration



Top Hashtags in Tweet in G1:
[61] graichen
[58] habeck
[21] cdu
[18] spd
[18] wagner
[17] ampel
[16] grünen
[14] bmwk
[13] bundestag
[13] bundesregierung

Top Hashtags in Tweet in G2:
[38] graichen
[33] habeck
[31] fairheizen
[23] klimaschutz
[22] lindner
[21] kindergrundsicherung
[19] cdu
[19] demokratie
[19] csu
[18] gebäudeenergiegesetz

Top Hashtags in Tweet in G3:
[18] grünen
[15] habeck
[15] klimaschutz
[14] heizungsgesetz
[11] letztegeneration
[10] industriestrompreis
[10] geg
[9] freiheit
[8] fdp
[8] spd

Top Hashtags in Tweet in G4:
[24] afd
[10] bundestag
[9] habeck
[4] wk194
[4] berlin
[4] brandner
[4] eisenberg
[4] gruene
[4] graichen
[4] friedrichshafen

Top Hashtags in Tweet in G5:
[4] spd
[4] bundestag
[3] graichen
[3] linke
[3] pflege
[3] solingen
[3] csu
[3] ampel
[3] vonovia
[3] mohammadramezrashidi

Top Hashtags in Tweet in G6:
[1] agenda2030
[1] africaday
[1] afrika
[1] sicherheitspolitik
[1] entwicklungshilfe
[1] sahel
[1] ausgutengruenden
[1] heizungen
[1] einbürgerung

Top Hashtags in Tweet in G7:
[1] plenum23
[1] sudan
[1] haushalt
[1] ampel
[1] finanzen
[1] stabilität

Top Hashtags in Tweet in G8:
[1] arbeitsbedingungen
[1] berufskraftfahrer
[1] petition
[1] ukraine

Top Words
Top Words in Tweet in Entire Graph:
[169] c_lindner
[163] marcobuschmann
[150] fdp
[146] cdu
[141] _friedrichmerz
[126] gesetz
[118] cducsubt
[116] deutschland
[114] #habeck
[111] katdro

Top Words in Tweet in G1:
[89] _friedrichmerz
[83] cducsubt
[63] cdu
[61] #graichen
[58] #habeck
[55] juliakloeckner
[47] spdbt
[45] grünen
[43] hubertus_heil
[39] karambadiaby

Top Words in Tweet in G2:
[101] anaudretsch
[100] katdro
[90] ricarda_lang
[89] brihasselmann
[65] cdu
[60] fdp
[59] konstantinnotz
[56] gesetz
[47] till_steffen
[46] gruenebundestag

Top Words in Tweet in G3:
[132] marcobuschmann
[122] c_lindner
[56] fdp
[51] sandra_weeser
[44] fdpbt
[44] torstenherbst
[42] gesetz
[40] starkwatzinger
[35] wissing
[32] bstrasser

Top Words in Tweet in G4:
[32] 2023
[31] 04
[31] zwischenruf_d
[22] 20
[22] #afd
[16] m_reichardt_afd
[14] maltekaufmann
[14] alice_weidel
[13] die_gruenen
[13] afd

Top Words in Tweet in G5:
[22] janine_wissler
[20] c_ab_
[16] pascalmeiser
[16] linksfraktion
[15] voglerk
[14] carenlay
[14] bundestag
[13] dietmarbartsch
[12] team
[10] petrapaumahe

Top Words in Tweet in G6:
[7] nilsschmid
[5] svenjaschulze68
[3] spd
[2] gilt
[2] _sanaeabdi
[2] deutschen
[2] bmz_bund
[2] gabriela
[2] heinrich
[2] bundestag

Top Words in Tweet in G7:
[3] hacker_fdp
[2] werbung
[2] tabearoessner

Top Words in Tweet in G8:
[2] miro_spd

Top Words in Tweet in G9:
[2] pirmasens

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[61] volle,solidarität
[46] herzlichen,glückwunsch
[34] 04,2023
[27] robert,habeck
[26] cdu,csu
[24] 20,04
[24] zwischenruf_d,20
[23] robert,#habeck
[21] pschnieder,yeone_rhie
[21] causa,#graichen

Top Word Pairs in Tweet in G1:
[29] herzlichen,glückwunsch
[25] volle,solidarität
[15] pschnieder,yeone_rhie
[15] yeone_rhie,herbrandmarkus
[11] solidarität,karambadiaby
[11] robert,#habeck
[10] matthiashauer,herzlichen
[10] parlamentariergruppe,pschnieder
[9] unwahrheiten,#spd
[9] verbitte,unwahrheiten

Top Word Pairs in Tweet in G2:
[29] volle,solidarität
[19] klimafreundliche,heizungen
[17] umstieg,klimafreundliche
[17] massiv,fördern
[17] schlagen,klimabonus
[17] heizungen,massiv
[17] klimabonus,unteren
[17] fördern,schlagen
[16] wohnung,warm
[16] warm,wirtschaft

Top Word Pairs in Tweet in G3:
[18] arbeit,leben
[17] einbürgerung,leichter
[17] marcobuschmann,einbürgerung
[17] hände,arbeit
[17] leben,regeln
[17] leichter,hände
[16] blockieren,retourkutsche
[16] krass,#grünen
[16] retourkutsche,fertige
[16] konkreten,zeitplan

Top Word Pairs in Tweet in G4:
[31] 04,2023
[21] zwischenruf_d,20
[21] 20,04
[5] ralf_stegner,spdbt
[5] 19,04
[5] #afd,personal
[5] personal,attackieren
[5] zwischenruf_d,19
[5] zwischenruf_d,21
[5] 21,04

Top Word Pairs in Tweet in G5:
[6] sirthomasmarc,voglerk
[5] schmutzigen,wettbewerbsvorteilen
[5] pascalmeiser,höchste
[5] wettbewerbsvorteilen,tarifflucht
[5] tarifflucht,drucksache
[5] höchste,schmutzigen
[4] team,mwb
[4] kristinavogt_hb,cbernhard_hb
[4] members,of
[4] carstenkoerber,victorperli

Top Word Pairs in Tweet in G6:
[2] gabriela,heinrich

Top Replied-To
Top Replied-To in Entire Graph:
@matthiashauer
@karambadiaby
@berndrippert
@lamyakaddor
@ottilie_klein
@ricarda_lang
@konstantinnotz
@_friedrichmerz
@fbanaszak
@maxmordhorst

Top Replied-To in G1:
@matthiashauer
@ottilie_klein
@sebroloff
@ricarda_lang
@konstantinnotz
@djanecek
@arminlaschet
@juliakloeckner
@karambadiaby
@carenlay

Top Replied-To in G2:
@berndrippert
@_friedrichmerz
@lamyakaddor
@horthum
@karambadiaby
@matthiashauer
@gerhardriewe
@tkuban96
@christophploss
@maxmordhorst

Top Replied-To in G3:
@fbanaszak
@carina_konrad
@una4711
@konstantinnotz
@jtrittin
@karambadiaby
@matthiashauer
@gjonitz
@anaudretsch
@laserbrille

Top Replied-To in G4:
@manuelarottman
@maphoto04155
@lamyakaddor
@rantanplansvw
@spdklimaforum
@karl_lauterbach
@zdfwatch
@xrayhighs
@128_0_0_1
@nicolemonli

Top Replied-To in G5:
@sirthomasmarc
@maxmoerseburg
@hollsteinm
@andreasscheuer
@juliantxl00
@mieux1974
@susanne45217800
@phikraemer
@franklaubenburg
@omaranoke

Top Replied-To in G7:
@benediktingrid
@c_lindner

Top Mentioned
Top Mentioned in Entire Graph:
@c_lindner
@marcobuschmann
@_friedrichmerz
@cducsubt
@katdro
@anaudretsch
@ricarda_lang
@brihasselmann
@fdpbt
@juliakloeckner

Top Mentioned in G1:
@_friedrichmerz
@cducsubt
@juliakloeckner
@spdbt
@hubertus_heil
@karambadiaby
@marioczaja
@spdde
@larsklingbeil
@cdu

Top Mentioned in G2:
@anaudretsch
@katdro
@brihasselmann
@ricarda_lang
@konstantinnotz
@gruenebundestag
@till_steffen
@cem_oezdemir
@jamila_anna
@_friedrichmerz

Top Mentioned in G3:
@marcobuschmann
@c_lindner
@sandra_weeser
@fdpbt
@torstenherbst
@starkwatzinger
@bstrasser
@wissing
@f_schaeffler
@konstantinkuhle

Top Mentioned in G4:
@zwischenruf_d
@m_reichardt_afd
@alice_weidel
@maltekaufmann
@die_gruenen
@abaerbock
@dr_rainer_kraft
@stbrandner
@tino_chrupalla
@afdimbundestag

Top Mentioned in G5:
@janine_wissler
@c_ab_
@pascalmeiser
@linksfraktion
@carenlay
@voglerk
@dietmarbartsch
@dielinkebremen
@petrapaumahe
@gregorgysi

Top Mentioned in G6:
@nilsschmid
@svenjaschulze68
@bmz_bund
@_sanaeabdi
@_africanunion
@bundestag
@worldbank
@rbb24inforadio
@spdbt
@murcianogil

Top Mentioned in G7:
@hacker_fdp
@tabearoessner
@diplo_peter
@bundestag
@cpetrymdb
@rbrinkhaus
@sacher_mchl
@marieluisebeck
@rebharms
@liberalemoderne

Top Mentioned in G8:
@miro_spd
@udoschiefner
@ruetzelbernd
@jschraps
@tati_mnz
@ard_bab
@wissing

Top Mentioned in G9:
@s_muenzenmaier

Top Tweeters
Top Tweeters in Entire Graph:
@anked
@ralf_stegner
@olliluksic
@djanecek
@renatekuenast
@sebroloff
@juliakloeckner
@sven_kindler
@stbrandner
@k_sa

Top Tweeters in G1:
@ralf_stegner
@djanecek
@sebroloff
@juliakloeckner
@rkiesewetter
@wanderwitz
@larsklingbeil
@martinrosemann
@matthiashauer
@mgrossebroemer

Top Tweeters in G2:
@renatekuenast
@sven_kindler
@k_sa
@konstantinnotz
@svenlehmann
@w_sk
@sarananni
@goeringeckardt
@lisapaus
@lieblingxhain

Top Tweeters in G3:
@olliluksic
@anikomerten
@marcobuschmann
@dfoest
@c_lindner
@johannesvogel
@otto_fricke
@mastrackzi
@wissing
@joanacotar

Top Tweeters in G4:
@stbrandner
@schneider_afd
@renner_afd
@gtzfrmming
@juergenbraunafd
@th_sattelberger
@petrbystronafd
@beatrix_vstorch
@karl_lauterbach
@nicole_hoechst

Top Tweeters in G5:
@anked
@dorobaer
@petrapaumahe
@janine_wissler
@petra_sitte_mdb
@voglerk
@linkepelli
@loetzschmdb
@dietmarbartsch
@conni_moehring

Top Tweeters in G6:
@nielsannen
@_sanaeabdi
@svenjaschulze68
@baerbelkofler
@katjakeul
@hakandemirnk

Top Tweeters in G7:
@cpetrymdb
@hacker_fdp
@h_weyel
@rbrinkhaus
@ritahaglkehl
@schenderleinmdb

Top Tweeters in G8:
@jschraps
@stamm_fibich
@udoschiefner
@ruetzelbernd

Top Tweeters in G9:
@s_muenzenmaier
@chrwirthmdb