#GOR19, Twitter, 3/7/2019 1:29:09 PM, 189456


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#GOR19_2019-03-07_05-23-43.xlsx
#GOR19_2019-03-07_05-23-43.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
March 07, 2019
Short Description:
#GOR19 via NodeXL http://bit.ly/2TkUQTM
@dgof_gor
@dennissewberath
@facts_stories
@digitalspacelab
@civey_watch
@cernat_a
@floriankeusch
@dremilygilbert
@ftress
@stefanoglesby

Top hashtags:
#gor19
#newmr
#mrx
#onlineresearch
#dataviz
#marketresearch
#cologne

Description:
Description
The graph represents a network of 111 Twitter users whose recent tweets contained "#GOR19", 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 Thursday, 07 March 2019 at 13:24 UTC.

The tweets in the network were tweeted over the 9-day, 5-hour, 31-minute period from Tuesday, 26 February 2019 at 07:46 UTC to Thursday, 07 March 2019 at 13:17 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 : 111
Unique Edges : 180
Edges With Duplicates : 166
Total Edges : 346
Self-Loops : 62
Reciprocated Vertex Pair Ratio : 0.0904255319148936
Reciprocated Edge Ratio : 0.165853658536585
Connected Components : 5
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 107
Maximum Edges in a Connected Component : 342
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.103117
Graph Density : 0.0167895167895168
Modularity : 0.390856
NodeXL Version : 1.0.1.409

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[8] https://lineupr.com/dgof/gor-19/
[5] https://de.statista.com/infografik/16986/umfrage-kostueme-karneval-und-fasching/
[4] https://www.marcelgemander.com
[2] https://lineupr.com/dgof/gor-19/item/13
[2] https://twitter.com/dgof_gor/status/1098953277952180225
[2] https://www.gor.de/news/gor-19-conference-proceedings-are-published.html
[2] https://www.marktforschung.de/aktuelles/interviews/marktforschung/general-online-research-konferenz-2019/
[2] https://twitter.com/Horizont/status/1100347401775259649
[2] https://www.horizont.net/planung-analyse/nachrichten/gor19-keynote-speaker-stefan-oglesby-wir-brauchen-einen-paradigmenwechsel-173074?utm_medium=Social&utm_source=Twitter#Echobox=1551167074
[2] https://lineupr.com/dgof/gor-19/item/15

Top URLs in Tweet in G1:
[2] https://www.researchmessenger.com/gor2019/
[1] https://lineupr.com/dgof/gor-19/item/28
[1] https://lineupr.com/dgof/gor-19/item/13
[1] https://twitter.com/facts_stories/status/1103580898136596480
[1] https://de.statista.com/infografik/16986/umfrage-kostueme-karneval-und-fasching/
[1] https://twitter.com/facts_stories/status/1103207755329011712
[1] https://twitter.com/m_forschung_de/status/1103613056389652480
[1] https://www.gor.de/gor19/index.php?page=browseSessions&form_session=26&presentations=show
[1] http://www.alexcernat.com/want-to-make-web-surveys-more-interesting-maybe-ditch-the-radio-buttons/
[1] http://www.alexcernat.com/grants/

Top URLs in Tweet in G2:
[3] https://de.statista.com/infografik/16986/umfrage-kostueme-karneval-und-fasching/
[3] https://lineupr.com/dgof/gor-19/
[2] https://twitter.com/dgof_gor/status/1098953277952180225
[2] https://blog.lineupr.com/en/event-apps-scientific-conferences-gor/
[2] https://lineupr.com/dgof/gor-19/item/15
[2] https://www.gor.de/news/gor-19-conference-proceedings-are-published.html
[2] https://twitter.com/m_forschung_de/status/1100715330987536385
[1] http://tweetedtimes.com/v/2115
[1] https://twitter.com/InterrogareGmbH/status/1103314150590214144
[1] https://twitter.com/Horizont/status/1100347401775259649

Top URLs in Tweet in G3:
[5] https://lineupr.com/dgof/gor-19/
[3] https://www.marcelgemander.com
[1] https://medium.com/the-visual-agency/the-dataviz-business-12cc94c7df9a
[1] https://de.statista.com/infografik/16986/umfrage-kostueme-karneval-und-fasching/
[1] https://www.marktforschung.de/aktuelles/interviews/marktforschung/general-online-research-konferenz-2019/
[1] https://www.horizont.net/planung-analyse/nachrichten/gor19-keynote-speaker-stefan-oglesby-wir-brauchen-einen-paradigmenwechsel-173074?utm_medium=Social&utm_source=Twitter#Echobox=1551167074
[1] https://twitter.com/Horizont/status/1100347401775259649

Top URLs in Tweet in G4:
[1] https://twitter.com/_cgraf_/status/1103570025363972097

Top URLs in Tweet in G6:
[1] https://www.sueddeutsche.de/wissen/studien-fehler-ueberblick-1.4342709-2
[1] http://home.fnal.gov/~jkopp/tum/fehlerrechnung.html

Top URLs in Tweet in G8:
[1] https://www.horizont.net:443/planung-analyse/nachrichten/gor19-keynote-speaker-stefan-oglesby-wir-brauchen-einen-paradigmenwechsel-173074
[1] http://www.gor.de?utm_content=86219201&utm_medium=social&utm_source=twitter&hss_channel=tw-223496336
[1] https://www.flickr.com/photos/146269332@N03/46392400955

Top URLs in Tweet in G9:
[1] https://skimgroup.com/events/general-online-research-gor-19/?utm_campaign=Market%20Research%20Trends%202019&utm_content=85690050&utm_medium=social&utm_source=twitter&hss_channel=tw-148290051

Top Domains
Top Domains in Tweet in Entire Graph:
[16] lineupr.com
[15] twitter.com
[7] gor.de
[5] statista.com
[4] horizont.net
[4] marcelgemander.com
[2] alexcernat.com
[2] marktforschung.de
[2] researchmessenger.com
[1] tweetedtimes.com

Top Domains in Tweet in G1:
[3] twitter.com
[2] lineupr.com
[2] researchmessenger.com
[2] alexcernat.com
[1] statista.com
[1] gor.de
[1] meetup.com
[1] horizont.net

Top Domains in Tweet in G2:
[10] twitter.com
[9] lineupr.com
[5] gor.de
[3] statista.com
[1] tweetedtimes.com
[1] facebook.com
[1] marcelgemander.com
[1] marktforschung.de
[1] horizont.net
[1] th-koeln.de

Top Domains in Tweet in G3:
[5] lineupr.com
[3] marcelgemander.com
[1] medium.com
[1] statista.com
[1] marktforschung.de
[1] horizont.net
[1] twitter.com

Top Domains in Tweet in G4:
[1] twitter.com

Top Domains in Tweet in G6:
[1] sueddeutsche.de
[1] fnal.gov

Top Domains in Tweet in G8:
[1] horizont.net
[1] gor.de
[1] flickr.com

Top Domains in Tweet in G9:
[1] skimgroup.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[211] gor19
[21] newmr
[19] mrx
[19] onlineresearch
[15] dataviz
[10] marketresearch
[8] cologne
[6] datascience
[5] researchmessenger
[5] bilendi



Top Hashtags in Tweet in G1:
[62] gor19
[6] cologne
[5] researchmessenger
[4] mrx
[4] blockchain
[4] datascience
[3] onlineresearch
[3] mr
[2] rt
[2] spannend

Top Hashtags in Tweet in G2:
[72] gor19
[14] newmr
[10] mrx
[9] marketresearch
[8] onlineresearch
[5] bilendi
[4] dataviz
[3] questback
[2] cologne
[2] datascience

Top Hashtags in Tweet in G3:
[47] gor19
[9] dataviz
[6] onlineresearch
[5] newmr
[2] inresearchwetrust
[2] mrx
[1] keynotespeaker
[1] dgof
[1] gor
[1] qontour

Top Hashtags in Tweet in G4:
[12] gor19
[3] bestpracticeaward
[3] automation
[2] tracka
[1] gor
[1] dataviz
[1] dgof
[1] blockchain
[1] creative
[1] consumerunderstanding

Top Hashtags in Tweet in G5:
[6] gor19
[2] powerbi
[2] nodexl

Top Hashtags in Tweet in G6:
[3] gor19
[1] itbberlin
[1] itbcon19

Top Hashtags in Tweet in G7:
[2] gor19
[2] mrx
[2] onlineresearch
[1] uni_mannheim

Top Hashtags in Tweet in G8:
[4] gor19
[1] stefanoglesby
[1] yougov
[1] profiles
[1] brandindex
[1] yougovsingal
[1] digitalisierung

Top Hashtags in Tweet in G9:
[3] gor19
[3] marktforschung
[1] mrx

Top Words
Top Words in Tweet in Entire Graph:
[141] Words in Sentiment List#1: Positive
[47] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[4456] Non-categorized Words
[4644] Total Words
[213] gor19
[68] dgof_gor
[39] data
[34] stefanoglesby
[31] consumer

Top Words in Tweet in G1:
[62] gor19
[20] consumer
[19] stefanoglesby
[19] data
[14] dremilygilbert
[14] insight
[14] surveys
[12] dgof_gor
[12] survey
[9] future

Top Words in Tweet in G2:
[72] gor19
[24] dgof_gor
[14] newmr
[13] data
[12] keynote
[10] mrx
[10] cologne
[9] uns
[9] marketresearch
[9] consumer

Top Words in Tweet in G3:
[49] gor19
[23] dgof_gor
[11] session
[10] ftress
[9] dataviz
[8] otto
[6] stefanoglesby
[6] here
[6] onlineresearch
[6] eine

Top Words in Tweet in G4:
[12] gor19
[4] htw_berlin
[4] pangealabs
[3] dgof_gor
[3] luetters
[3] bestpracticeaward
[3] automation
[3] real
[3] voice
[3] customer

Top Words in Tweet in G5:
[6] gor19
[4] digitalspacelab
[4] preparing
[4] presentation
[4] next
[4] week
[4] networks
[4] clusters
[4] influencers
[4] insights

Top Words in Tweet in G6:
[4] civey
[3] sind
[3] gor19
[3] fehler
[2] civey_de
[2] oder
[2] augenwischerei
[2] sie
[2] 000
[2] eine

Top Words in Tweet in G7:
[2] gor19
[2] predicting
[2] political
[2] mrx
[2] onlineresearch
[2] rti_intl
[2] dgof_gor

Top Words in Tweet in G8:
[4] gor19
[2] daten
[2] real

Top Words in Tweet in G9:
[3] gor19
[3] marktforschung
[3] dgof_gor
[2] vodafoneziggo
[2] pricing

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[21] consumer,insight
[19] dgof_gor,gor19
[15] future,consumer
[13] freuen,uns
[13] next,week
[11] gor19,keynote
[11] digital,era
[10] newmr,mrx
[10] nächste,woche
[10] big,data

Top Word Pairs in Tweet in G1:
[14] consumer,insight
[9] future,consumer
[7] online,surveys
[7] gor19,today
[6] stefanoglesby,consumer
[6] big,data
[6] attention,checks
[6] excited,heading
[6] heading,out
[6] out,cologne

Top Word Pairs in Tweet in G2:
[8] newmr,mrx
[6] freuen,uns
[6] dgof_gor,newmr
[6] mrx,onlineresearch
[6] dgof_gor,gor19
[5] marketresearch,dgof_gor
[5] next,week
[5] consumer,insight
[5] general,online
[5] online,research

Top Word Pairs in Tweet in G3:
[8] dgof_gor,gor19
[6] looking,forward
[5] repräsentativität,online
[5] online,forschung
[4] dgof_gor,new
[4] new,board
[4] board,congratulations
[4] congratulations,alexandra
[4] alexandra,bella
[4] bella,cathleen

Top Word Pairs in Tweet in G4:
[3] luetters,gor19
[3] gor19,bestpracticeaward
[3] bestpracticeaward,automation
[3] automation,real
[3] real,voice
[3] voice,customer
[3] customer,htw_berlin
[3] htw_berlin,gapfish
[3] gapfish,pangealabs
[3] pangealabs,seriousfun

Top Word Pairs in Tweet in G5:
[4] preparing,presentation
[4] presentation,gor19
[4] gor19,next
[4] next,week
[4] week,networks
[4] networks,clusters
[4] clusters,influencers
[4] influencers,insights
[4] insights,mapping
[4] mapping,twitter

Top Word Pairs in Tweet in G7:
[2] predicting,political
[2] mrx,onlineresearch
[2] rti_intl,dgof_gor

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@dgof_gor
@stefanoglesby
@dremilygilbert
@ftress
@floriankeusch
@cernat_a
@cast1978
@usociety
@olitab
@researchresults

Top Mentioned in G1:
@stefanoglesby
@dremilygilbert
@dgof_gor
@cernat_a
@usociety
@cast1978
@floriankeusch
@interrogaregmbh
@mingnanliu
@surv

Top Mentioned in G2:
@dgof_gor
@stefanoglesby
@researchresults
@th_koeln
@dremilygilbert
@olitab
@floriankeusch
@m_forschung_de
@cintgroup
@questback_de

Top Mentioned in G3:
@dgof_gor
@ftress
@stefanoglesby
@paolo_guadagni
@ohellwig
@m_forschung_de
@birgit_bujard
@marylounow
@olitab
@cast1978

Top Mentioned in G4:
@htw_berlin
@pangealabs
@dgof_gor
@luetters
@gapfish
@seriousfun
@insius
@insi
@q_insightagency
@norstatgroup

Top Mentioned in G5:
@digitalspacelab
@cducsubt
@gruenebundestag
@linksfraktion
@fdpbt
@spdbt

Top Mentioned in G6:
@itb_berlin
@dtv_tourismus
@travel24com
@tuideutschland
@reisecenterteam
@welt_reise
@sz_reise
@dgof_gor

Top Mentioned in G7:
@rti_intl
@dgof_gor
@sn4pshot
@respondi

Top Mentioned in G8:
@lightspeedgmi

Top Mentioned in G9:
@dgof_gor
@vodafoneziggo
@danone

Top Tweeters
Top Tweeters in Entire Graph:
@machinelearn_d
@sz
@horizont
@adaptivetoolbox
@tomderuyck
@linksfraktion
@marketswatcher
@gruenebundestag
@esomar
@malaikaamina

Top Tweeters in G1:
@machinelearn_d
@horizont
@adaptivetoolbox
@esomar
@surveymonkey
@officialuom
@usociety
@gerrynicolaas
@chatzigeorgia
@moynihanpatrick

Top Tweeters in G2:
@sz
@tomderuyck
@marketswatcher
@malaikaamina
@th_koeln
@insites
@rheinlandfranke
@janmschnurr
@researchresults
@or_koeln

Top Tweeters in G3:
@olitab
@m_forschung_de
@ftress
@statistikindd
@q_insightagency
@thevisualagency
@fheublein
@cast1978
@jackbet
@birgit_bujard

Top Tweeters in G4:
@sfu_int
@norstatgroup
@htw_berlin
@zaichkow
@luetters
@facts_stories
@seriousfun
@pangealabs
@insius
@insi

Top Tweeters in G5:
@linksfraktion
@gruenebundestag
@cducsubt
@marc_smith
@spdbt
@fdpbt
@connectedaction
@smr_foundation
@nodexl_mktng
@digitalspacelab

Top Tweeters in G6:
@welt_reise
@tuideutschland
@sz_reise
@itb_berlin
@civey_de
@travel24com
@dtv_tourismus
@reisecenterteam
@civey_watch

Top Tweeters in G7:
@rti_intl
@respondi
@marcusschatilow
@sn4pshot

Top Tweeters in G8:
@lightspeedgmi
@trends_de
@astridcarolus
@jriemann

Top Tweeters in G9:
@skimgroup
@danone
@vodafoneziggo


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