#MASconf, Twitter, 11/19/2019 12:09:31 PM, 216738


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#MASconf_2019-11-19_04-02-23.xlsx
#MASconf_2019-11-19_04-02-23.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
November 19, 2019
Short Description:
#MASconf via NodeXL http://bit.ly/35me653
@nihiel
@mas_deutschland
@mschirmbacher
@oarsi
@jimsterne
@m8macht
@nodexl_mktng
@digitalspacelab
@nhaerting
@hiig_berlin

Top hashtags:
#masconf
#ddbconf
#cookie
#planet49
#nodexl
#berlin
#marketinganalytics

Description:
Description
The graph represents a network of 42 Twitter users whose recent tweets contained "#MASconf", 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 Tuesday, 19 November 2019 at 12:02 UTC.

The tweets in the network were tweeted over the 8-day, 4-hour, 49-minute period from Monday, 11 November 2019 at 06:32 UTC to Tuesday, 19 November 2019 at 11:21 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 : 42
Unique Edges : 61
Edges With Duplicates : 41
Total Edges : 102
Self-Loops : 26
Reciprocated Vertex Pair Ratio : 0.125
Reciprocated Edge Ratio : 0.222222222222222
Connected Components : 7
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 25
Maximum Edges in a Connected Component : 81
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.671196
Graph Density : 0.0365853658536585
Modularity : 0.47167
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 42 Twitter users whose recent tweets contained "#MASconf", 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 Tuesday, 19 November 2019 at 12:02 UTC.

The tweets in the network were tweeted over the 8-day, 4-hour, 49-minute period from Monday, 11 November 2019 at 06:32 UTC to Tuesday, 19 November 2019 at 11:21 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 : #MASconf
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 : Followers
Vertex Alpha : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[2] https://www.haerting.de/de/neuigkeit/web-analytics-was-kann-man-machen-was-darf-man-machen
[1] https://datadrivenbusiness.de/programm/#session71641
[1] https://marketinganalyticssummit.de
[1] https://www.hiig.de/events/lunch-talk-marc-smith/
[1] https://marketinganalyticssummit.de/session/connect-to-the-power-of-social-network-analysis-how-to-gain-insights-from-social-media-data-with-nodexl/
[1] https://digitalgrowthunleashed.de/
[1] https://marketinganalyticssummit.de/anmelden/
[1] https://blog.odoscope.com/en/odoscope-berlin-marketing-analytics-summit
[1] https://marketinganalyticssummit.de/programm/

Top URLs in Tweet in G1:
[2] https://www.haerting.de/de/neuigkeit/web-analytics-was-kann-man-machen-was-darf-man-machen
[1] https://datadrivenbusiness.de/programm/#session71641
[1] https://marketinganalyticssummit.de/anmelden/
[1] https://marketinganalyticssummit.de/programm/
[1] https://blog.odoscope.com/en/odoscope-berlin-marketing-analytics-summit

Top URLs in Tweet in G2:
[1] https://www.hiig.de/events/lunch-talk-marc-smith/
[1] https://marketinganalyticssummit.de/session/connect-to-the-power-of-social-network-analysis-how-to-gain-insights-from-social-media-data-with-nodexl/

Top URLs in Tweet in G3:
[1] https://marketinganalyticssummit.de

Top URLs in Tweet in G7:
[1] https://digitalgrowthunleashed.de/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[65] masconf
[16] ddbconf
[5] cookie
[5] planet49
[5] nodexl
[4] berlin
[3] marketinganalytics
[3] marketinganalyticssummit
[3] situationalization
[2] cookies



Top Hashtags in Tweet in G1:
[16] masconf
[5] cookie
[5] planet49
[3] marketinganalyticssummit
[3] situationalization
[2] cookies
[2] marketinganalytics
[2] odoscope
[2] personalization
[2] masconf2019

Top Hashtags in Tweet in G2:
[5] nodexl
[2] masconf
[1] pawcon

Top Hashtags in Tweet in G3:
[31] masconf
[5] ddbconf
[1] berlin
[1] fangirl
[1] digitalanalytics
[1] machinelearning
[1] socialmedia
[1] dataviz

Top Hashtags in Tweet in G4:
[10] masconf
[6] ddbconf
[1] measure

Top Hashtags in Tweet in G5:
[3] ddbconf
[3] masconf
[1] ddb19
[1] dgu19
[1] agile

Top Hashtags in Tweet in G6:
[2] masconf
[1] marketinganalytics

Top Hashtags in Tweet in G7:
[1] digitalmarketing
[1] cro
[1] berlin
[1] ddbconf
[1] dguconf
[1] pawcon
[1] masconf

Top Words
Top Words in Tweet in Entire Graph:
[49] Words in Sentiment List#1: Positive
[17] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[1710] Non-categorized Words
[1776] Total Words
[77] #masconf
[23] #ddbconf
[19] berlin
[13] nach
[13] noch

Top Words in Tweet in G1:
[21] #masconf
[13] nach
[13] noch
[8] mittwoch
[8] anmeldung
[7] zum
[7] eugh
[5] wer
[5] meinem
[5] vortrag

Top Words in Tweet in G2:
[10] nov
[6] #masconf
[5] hallo
[5] berlin
[5] kommt
[5] trefft
[5] team
[5] #nodexl
[5] montag
[5] 18

Top Words in Tweet in G3:
[34] #masconf
[10] oarsi
[7] #ddbconf
[7] jimsterne
[7] bingo
[7] berlin
[6] out
[6] data
[6] more
[5] here

Top Words in Tweet in G4:
[10] #masconf
[7] #ddbconf
[3] day
[3] up
[3] looking
[3] jimsterne
[2] propably
[2] entertaining
[2] recognizable
[2] talk

Top Words in Tweet in G5:
[3] #ddbconf
[3] #masconf

Top Words in Tweet in G6:
[2] great
[2] start
[2] #masconf
[2] berlin
[2] today
[2] interested
[2] learn
[2] make
[2] best
[2] out

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[12] #masconf,#ddbconf
[10] #masconf,berlin
[5] wer,nach
[5] nach,meinem
[5] meinem,vortrag
[5] vortrag,#masconf
[5] #masconf,zum
[5] zum,#cookie
[5] #cookie,opt
[5] opt,nach

Top Word Pairs in Tweet in G1:
[5] wer,nach
[5] nach,meinem
[5] meinem,vortrag
[5] vortrag,#masconf
[5] #masconf,zum
[5] zum,#cookie
[5] #cookie,opt
[5] opt,nach
[5] nach,derm
[5] derm,eugh

Top Word Pairs in Tweet in G2:
[5] hallo,berlin
[5] berlin,kommt
[5] kommt,trefft
[5] trefft,team
[5] team,#nodexl
[5] #nodexl,montag
[5] montag,18
[5] 18,nov
[5] nov,13
[5] 13,00

Top Word Pairs in Tweet in G3:
[6] #masconf,berlin
[5] #masconf,#ddbconf
[4] honored,included
[4] included,adamgreco
[4] adamgreco,simoahava
[4] simoahava,game
[4] game,bullsh
[4] bullsh,bingo
[4] bingo,#masconf
[4] berlin,thanks

Top Word Pairs in Tweet in G4:
[6] #masconf,#ddbconf
[2] propably,entertaining
[2] entertaining,recognizable
[2] recognizable,talk
[2] talk,day
[2] day,thanks
[2] thanks,sharing
[2] sharing,story
[2] story,simon
[2] simon,pilkowksi

Top Word Pairs in Tweet in G6:
[2] great,start
[2] start,#masconf
[2] #masconf,berlin
[2] berlin,today
[2] today,interested
[2] interested,learn
[2] learn,make
[2] make,best
[2] best,out
[2] out,marketing

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@oarsi
@jimsterne
@mas_deutschland
@hiig_berlin
@adamgreco
@simoahava
@der_postillon
@we_are_stitchd
@digitalspacelab
@mas_conf

Top Mentioned in G1:
@mas_deutschland
@der_postillon

Top Mentioned in G2:
@hiig_berlin
@digitalspacelab
@mas_conf
@nodexl
@marc_smith
@smr_foundation

Top Mentioned in G3:
@oarsi
@jimsterne
@adamgreco
@simoahava
@projectacom
@andiwunderlich

Top Mentioned in G4:
@we_are_stitchd

Top Mentioned in G7:
@martingreif

Top Tweeters
Top Tweeters in Entire Graph:
@vivianfrancos
@metoscm
@der_postillon
@nhaerting
@sitetuners
@jimsterne
@neuhandeln
@marc_smith
@hiig_berlin
@nodexl

Top Tweeters in G1:
@der_postillon
@nhaerting
@neuhandeln
@mschirmbacher
@haerting
@odoscope
@rhuenermann
@csc_recht
@dauerpartner
@mas_deutschland

Top Tweeters in G2:
@vivianfrancos
@metoscm
@marc_smith
@hiig_berlin
@nodexl
@mas_conf
@connectedaction
@smr_foundation
@nodexl_mktng
@digitalspacelab

Top Tweeters in G3:
@jimsterne
@simoahava
@projectacom
@oarsi
@adamgreco
@martijnvv
@andiwunderlich
@m8macht
@dannymawani
@swelsen_kevin

Top Tweeters in G4:
@_dusanmilosevic
@nihiel
@spilkowski
@we_are_stitchd

Top Tweeters in G5:
@pixelsamurai
@kewald
@mktg_abc

Top Tweeters in G6:
@vladaceric
@myadverity

Top Tweeters in G7:
@sitetuners
@martingreif


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