datanativescon, Twitter, 9/14/2019 5:32:40 PM, 209713


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datanativescon_2019-09-14_10-23-45.xlsx
datanativescon_2019-09-14_10-23-45.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
September 14, 2019
Short Description:
datanativescon via NodeXL http://bit.ly/31narSH
@datanativescon
@datastax
@alexphile
@uhlalade
@startplatz
@clubglobals
@fapatron
@omaymas_
@come_mit
@motmvienna

Top hashtags:
#dn19vienna
#datascience
#bigdata
#dnontour
#dn19amsterdam
#dn19
#datascientist
#vienna

Description:
Description
The graph represents a network of 28 Twitter users whose recent tweets contained "datanativescon", 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 Saturday, 14 September 2019 at 17:28 UTC.

The tweets in the network were tweeted over the 7-day, 16-hour, 15-minute period from Thursday, 05 September 2019 at 17:14 UTC to Friday, 13 September 2019 at 09:30 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 : 28
Unique Edges : 34
Edges With Duplicates : 12
Total Edges : 46
Self-Loops : 1
Reciprocated Vertex Pair Ratio : 0.117647058823529
Reciprocated Edge Ratio : 0.210526315789474
Connected Components : 1
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 28
Maximum Edges in a Connected Component : 46
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.905612
Graph Density : 0.0502645502645503
Modularity : 0.257916
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[1] https://aceu19.apachecon.com
[1] https://www.eventbrite.co.uk/e/data-natives-vienna-v-70-tickets-65027120869
[1] https://twitter.com/DataNativesCon/status/1171717643759443968
[1] https://factoryberlin.com/event/man-machine-on-the-red-couch-with-tupac-martir/
[1] https://app.unicornsintech.com/events/14901
[1] https://www.berlinwelcomeday.com/2019
[1] https://www.meetup.com/Big-Data-Dusseldorf-Koln/events/262994816/?_xtd=gqFyqTE1NjIzNDg2MqFwp2FuZHJvaWQ&from=ref
[1] https://www.eventbrite.co.uk/e/data-natives-cologne-v-40-tickets-65026480955
[1] https://datanatives.io/conference/schedule-live/
[1] https://datanatives.io/conference/tickets/?utm_source=community&utm_medium=emailsocial&utm_campaign=dn19tickets&utm_term=sibb

Top URLs in Tweet in G1:
[1] https://aceu19.apachecon.com
[1] https://datanatives.io/conference/schedule-live/
[1] https://www.eventbrite.co.uk/e/data-natives-cologne-v-40-tickets-65026480955
[1] https://www.berlinwelcomeday.com/2019
[1] https://app.unicornsintech.com/events/14901
[1] https://factoryberlin.com/event/man-machine-on-the-red-couch-with-tupac-martir/
[1] https://www.eventbrite.co.uk/e/data-natives-vienna-v-70-tickets-65027120869
[1] https://twitter.com/DataNativesCon/status/1171717643759443968
[1] http://bit.ly/32QaurB?utm_content=100572607&utm_medium=social&utm_source=twitter&hss_channel=tw-3318642904

Top URLs in Tweet in G3:
[1] https://www.meetup.com/Big-Data-Dusseldorf-Koln/events/262994816/?_xtd=gqFyqTE1NjIzNDg2MqFwp2FuZHJvaWQ&from=ref

Top URLs in Tweet in G4:
[1] https://datanatives.io/conference/tickets/?utm_source=community&utm_medium=emailsocial&utm_campaign=dn19tickets&utm_term=sibb

Top URLs in Tweet in G7:
[1] https://twitter.com/DataNativesCon/status/1169661079179407363

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[6] dn19vienna
[5] datascience
[4] bigdata
[4] dnontour
[4] dn19amsterdam
[3] dn19
[2] datascientist
[2] vienna
[2] datathinking
[2] data



Top Hashtags in Tweet in G1:
[6] dn19vienna
[5] datascience
[4] dn19amsterdam
[4] dnontour
[4] bigdata
[2] dn19cologne
[2] datascientist
[2] vienna
[2] datathinking
[1] ai

Top Hashtags in Tweet in G4:
[2] dn19
[1] data
[1] generation
[1] futuretrends
[1] conference
[1] pioneers

Top Hashtags in Tweet in G6:
[2] amsterdam

Top Words
Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[6] data,natives
[3] experience,design
[3] design,consultant
[3] #bigdata,#datascience
[3] advanced,computer
[3] computer,vision
[3] vision,applied
[3] applied,image
[3] image,segmentation
[2] good,morning

Top Word Pairs in Tweet in G1:
[3] experience,design
[3] design,consultant
[2] good,morning
[2] using,code
[2] senior,data
[2] data,scientist
[2] data,natives
[2] #bigdata,#datascience
[2] register,free
[2] free,#bigdata

Top Word Pairs in Tweet in G4:
[2] sibbev,partner
[2] partner,datanativescon
[2] datanativescon,#dn19
[2] #dn19,2019
[2] 2019,berlin
[2] berlin,come
[2] come,along
[2] along,15
[2] 15,ticket
[2] ticket,code

Top Word Pairs in Tweet in G6:
[2] stef,ruinard
[2] ruinard,presenting
[2] presenting,advanced
[2] advanced,computer
[2] computer,vision
[2] vision,applied
[2] applied,image
[2] image,segmentation
[2] segmentation,data
[2] data,natives

Top Replied-To
Top Replied-To in Entire Graph:
@sibbev

Top Replied-To in G4:
@sibbev

Top Mentioned
Top Mentioned in Entire Graph:
@datanativescon
@motmvienna
@elenaoua
@d2iq
@startplatz
@xing_de
@bayer
@ibm
@shshattuck
@apachecon

Top Mentioned in G1:
@datanativescon
@elenaoua
@motmvienna
@d2iq
@apachecon
@datastax
@ml6team
@shshattuck
@xing_de
@bayer

Top Mentioned in G2:
@xing_de
@bayer
@ibm

Top Mentioned in G3:
@datanativescon
@startplatz

Top Mentioned in G4:
@datanativescon

Top Mentioned in G5:
@shshattuck

Top Mentioned in G6:
@datanativescon

Top Mentioned in G7:
@hadesarchitect
@datanativescon

Top Tweeters
Top Tweeters in Entire Graph:
@nellinson
@omaymas_
@xing_de
@ibm
@datastax
@bayer
@startplatz
@d2iq
@omnisci
@manojstar5

Top Tweeters in G1:
@d2iq
@omnisci
@clubglobals
@datanativescon
@apachecon
@tmartir
@wearedevs
@elenaoua
@suburbiaio
@uhlalade

Top Tweeters in G2:
@xing_de
@ibm
@bayer
@alexphile

Top Tweeters in G3:
@omaymas_
@startplatz

Top Tweeters in G4:
@sibbev
@deeptechberlin

Top Tweeters in G5:
@manojstar5
@shshattuck

Top Tweeters in G6:
@nellinson
@ml6team

Top Tweeters in G7:
@datastax
@hadesarchitect