#data19, Twitter, 4/4/2019 2:42:19 AM, 192518


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#data19 Twitter NodeXL SNA Map and Report for Thursday, 04 April 2019 at 02:37 UTC
#data19 Twitter NodeXL SNA Map and Report for Thursday, 04 April 2019 at 02:37 UTC
From:
docassar
Uploaded on:
April 04, 2019
Short Description:
#data19 via NodeXL http://bit.ly/2UvCBe4
@tableau
@tableaupublic
@mdivya516
@larsmilde
@zendolldata
@gamergeeknews
@profdrkschulte
@palacetinebaba
@sarahlovesdata
@timothyvermeire

Top hashtags:
#data19
#tc19
#tableau
#ironviz
#tableauprep
#powerbi
#sap

Description:
Description
The graph represents a network of 61 Twitter users whose recent tweets contained "#data19", 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, 04 April 2019 at 02:37 UTC.

The tweets in the network were tweeted over the 9-day, 6-hour, 31-minute period from Monday, 25 March 2019 at 15:08 UTC to Wednesday, 03 April 2019 at 21:40 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 : 61
Unique Edges : 65
Edges With Duplicates : 19
Total Edges : 84
Number of Edge Types : 4
Retweet : 48
Tweet : 22
Mentions : 12
Replies to : 2
Self-Loops : 22
Reciprocated Vertex Pair Ratio : 0
Reciprocated Edge Ratio : 0
Connected Components : 7
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 44
Maximum Edges in a Connected Component : 62
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.423171
Graph Density : 0.0163934426229508
Modularity : 0.522109
NodeXL Version : 1.0.1.410

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[21] https://www.tableau.com/about/blog/2019/3/tc19-customer-speaker-applications-are-open-103212?utm_campaign=Nurture-TTC-ALL-ALL-ALL-ALL&utm_medium=Social&utm_source=Twitter&utm_campaign_id=2018151
[5] https://tc-europe19.tableau.com/?utm_campaign=Awareness-TTC-ALL-ALL-ALL-ALL&utm_medium=Social&utm_source=Twitter&utm_campaign_id=2018130
[2] https://visitor.r20.constantcontact.com/manage/optin?v=001gG5x4aDmXjQDAL_N8DmAExWF2yGh7bFU8BcsM_Z1qrvXwltjuuSnXpAXLhI-JLQAh1nxNFJ0qsqVhtrDb6YuyCdOAr9EH4QKgYsRsN3hfCQ=
[2] https://public.tableau.com/en-us/s/gallery/tableau-conference-europe-2019-attendance-tracker?gallery=votd
[2] https://twitter.com/tableau/status/1113109375583993858
[1] https://www.linkedin.com/slink?code=e_XU5js
[1] http://ablazegroup.com
[1] https://public.tableau.com/en-us/s/gallery/tableau-conference-europe-2019-attendance-tracker
[1] https://public.tableau.com/en-us/s/blog/2019/03/iron-viz-europe-2019-announce?utm_source=Hootsuite&utm_medium=Social&utm_campaign=TableauSocial
[1] https://twitter.com/tableaupublic/status/1113224289124265989

Top URLs in Tweet in G1:
[20] https://www.tableau.com/about/blog/2019/3/tc19-customer-speaker-applications-are-open-103212?utm_campaign=Nurture-TTC-ALL-ALL-ALL-ALL&utm_medium=Social&utm_source=Twitter&utm_campaign_id=2018151
[5] https://tc-europe19.tableau.com/?utm_campaign=Awareness-TTC-ALL-ALL-ALL-ALL&utm_medium=Social&utm_source=Twitter&utm_campaign_id=2018130
[1] https://www.tableau.com/about/blog/2019/3/couch-iron-viz-prepare-ultimate-data-viz-competition-training-guide-103703?utm_campaign=Awareness-CORE-ALL-ALL-ALL-ALL&utm_medium=Social&utm_source=Twitter&utm_campaign_id=2019167
[1] https://www.tableau.com/about/blog/2019/3/join-data-women-kick-tableau-conference-europe-104173?utm_campaign=Nurture-CORE-ALL-ALL-ALL-ALL&utm_medium=Social&utm_source=Twitter&utm_campaign_id=2018130
[1] https://www.tableau.com/datadevhack
[1] https://www.tableau.com/about/blog/2019/1/tableau-conference-europe-one-stop-shop-data-driven-enterprise-100477?utm_campaign=Awareness-TTC-ALL-ALL-ALL-ENT&utm_medium=Social&utm_source=Twitter&utm_campaign_id=2018130
[1] https://www.youtube.com/watch?v=7sH8ySicgOs&feature=youtu.be

[1] https://www.tableau.com/iron-viz?utm_campaign=Awareness-CORE-ALL-ALL-ALL-ALL&utm_medium=Social&utm_source=Twitter&utm_campaign_id=2019167
[1] https://twitter.com/tableau/status/1111646734025928706

Top URLs in Tweet in G2:
[1] https://public.tableau.com/en-us/s/gallery/tableau-conference-europe-2019-attendance-tracker?gallery=votd
[1] https://public.tableau.com/en-us/s/blog/2019/03/iron-viz-europe-2019-announce?utm_source=Hootsuite&utm_medium=Social&utm_campaign=TableauSocial
[1] https://www.tableau.com/about/blog/2019/3/tc19-customer-speaker-applications-are-open-103212?utm_campaign=Nurture-TTC-ALL-ALL-ALL-ALL&utm_medium=Social&utm_source=Twitter&utm_campaign_id=2018151

Top URLs in Tweet in G3:
[1] https://twitter.com/tableau/status/1113109375583993858

Top URLs in Tweet in G4:
[2] https://visitor.r20.constantcontact.com/manage/optin?v=001gG5x4aDmXjQDAL_N8DmAExWF2yGh7bFU8BcsM_Z1qrvXwltjuuSnXpAXLhI-JLQAh1nxNFJ0qsqVhtrDb6YuyCdOAr9EH4QKgYsRsN3hfCQ=
[1] https://www.linkedin.com/slink?code=e_XU5js
[1] http://ablazegroup.com
[1] https://public.tableau.com/en-us/s/gallery/tableau-conference-europe-2019-attendance-tracker

Top URLs in Tweet in G5:
[1] https://www.tableau.com/about/blog/2019/3/tc19-customer-speaker-applications-are-open-103212?utm_campaign=Nurture-TTC-ALL-ALL-ALL-ALL&utm_medium=Social&utm_source=LinkedIn&utm_campaign_id=2018151

Top URLs in Tweet in G6:
[1] https://twitter.com/tableau/status/1113109375583993858
[1] https://twitter.com/tableaupublic/status/1113224289124265989
[1] https://public.tableau.com/en-us/s/gallery/tableau-conference-europe-2019-attendance-tracker?gallery=votd

Top Domains
Top Domains in Tweet in Entire Graph:
[36] tableau.com
[4] twitter.com
[2] constantcontact.com
[1] linkedin.com
[1] ablazegroup.com
[1] youtube.com

Top Domains in Tweet in G1:
[30] tableau.com
[1] youtube.com
[1] twitter.com

Top Domains in Tweet in G2:
[3] tableau.com

Top Domains in Tweet in G3:
[1] twitter.com

Top Domains in Tweet in G4:
[2] constantcontact.com
[1] linkedin.com
[1] ablazegroup.com
[1] tableau.com

Top Domains in Tweet in G5:
[1] tableau.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[69] data19
[9] tc19
[8] tableau
[7] ironviz
[4] tableauprep
[4] powerbi
[4] sap
[4] crystalsolutions
[4] learning
[4] datadev



Top Hashtags in Tweet in G1:
[37] data19
[4] datadev
[3] ironviz
[3] datapluswomen

Top Hashtags in Tweet in G2:
[14] data19
[2] ironviz
[1] votd

Top Hashtags in Tweet in G3:
[7] data19
[6] tc19
[1] dataandquilting

Top Hashtags in Tweet in G4:
[6] tableau
[4] tableauprep
[4] powerbi
[4] sap
[4] crystalsolutions
[4] learning
[4] data19
[3] dataworkshops
[3] mentoring
[3] tc19

Top Hashtags in Tweet in G5:
[3] data19
[2] ironviz
[1] tableau

Top Hashtags in Tweet in G6:
[4] data19
[2] votd
[1] tableau
[1] roadtoberlin

Top Words
Top Words in Tweet in Entire Graph:
[53] Words in Sentiment List#1: Positive
[24] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[1595] Non-categorized Words
[1672] Total Words
[75] #data19
[34] berlin
[29] open
[28] applications
[27] speaker

Top Words in Tweet in G1:
[40] #data19
[20] customer
[20] speaker
[20] applications
[20] open
[20] here's
[20] apply
[20] speak
[16] berlin
[11] data

Top Words in Tweet in G2:
[14] #data19
[13] data
[13] berlin
[12] out
[11] want
[11] miss
[10] meet
[10] thousands
[10] minded
[10] enthusiasts

Top Words in Tweet in G3:
[7] #data19
[6] #tc19
[5] speaker
[5] applications
[4] heard
[4] open
[4] presentation
[4] ideas
[4] together
[4] means

Top Words in Tweet in G4:
[7] #tableau
[7] #data19
[5] learn
[5] #data
[4] join
[4] #tableauprep
[4] #powerbi
[4] #sap
[4] #crystalsolutions
[4] #learning

Top Words in Tweet in G5:
[3] #data19
[2] working
[2] #ironviz
[2] entry
[2] berlin
[2] check
[2] out
[2] tips
[2] sarahlovesdata
[2] timothyvermeire

Top Words in Tweet in G6:
[4] #data19
[3] berlin
[2] booked
[2] tc
[2] out
[2] coming
[2] #votd

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[32] #data19,berlin
[27] speaker,applications
[26] applications,open
[22] apply,speak
[21] customer,speaker
[21] open,here's
[21] here's,apply
[21] speak,#data19
[14] check,out
[13] berlin,check

Top Word Pairs in Tweet in G1:
[20] customer,speaker
[20] speaker,applications
[20] applications,open
[20] open,here's
[20] here's,apply
[20] apply,speak
[20] speak,#data19
[16] #data19,berlin
[6] register,today
[4] developer,loves

Top Word Pairs in Tweet in G2:
[13] #data19,berlin
[10] want,meet
[10] meet,thousands
[10] thousands,minded
[10] minded,data
[10] data,enthusiasts
[10] enthusiasts,around
[10] around,world
[10] world,miss
[10] miss,#data19

Top Word Pairs in Tweet in G3:
[5] speaker,applications
[4] heard,speaker
[4] applications,open
[4] open,presentation
[4] presentation,ideas
[4] ideas,together
[4] together,means
[4] means,#tc19
[4] #tc19,#data19
[4] #data19,far

Top Word Pairs in Tweet in G4:
[4] join,#tableau
[4] #tableau,#tableauprep
[4] #tableauprep,#powerbi
[4] #powerbi,#sap
[4] #sap,#crystalsolutions
[4] #crystalsolutions,#learning
[4] #learning,#dataworkshops
[4] #dataworkshops,#mentoring
[4] #mentoring,#classes
[4] #classes,#training

Top Word Pairs in Tweet in G5:
[2] working,#ironviz
[2] #ironviz,entry
[2] entry,#data19
[2] #data19,berlin
[2] berlin,check
[2] check,out
[2] out,tips
[2] tips,sarahlovesdata
[2] sarahlovesdata,timothyvermeire

Top Word Pairs in Tweet in G6:
[2] berlin,#data19
[2] #data19,#votd

Top Replied-To
Top Mentioned
Top Tweeters
Top Tweeters in Entire Graph:
@gamergeeknews
@trappedalien
@bdzomba
@tableau
@mrgunn
@bdhancock
@sarahlovesdata
@flerlagekr
@adubs
@chrisluv

Top Tweeters in G1:
@trappedalien
@bdzomba
@tableau
@mrgunn
@bdhancock
@flerlagekr
@chrisluv
@irwando
@flerlagekev
@datakmart

Top Tweeters in G2:
@imogencrabtree2
@tableaupublic
@iamthechosentom
@tdriver7
@louisarcher
@mdivya516
@larsmilde
@gobiler
@tanyanitzsche
@susangraeme

Top Tweeters in G3:
@adubs
@markbradbourne
@taanderud
@genetis
@zendolldata
@agilminer
@djh_insights
@tableaudublin
@maf2k

Top Tweeters in G4:
@gamergeeknews
@ablazegroupbi
@infolabnl
@marysemonen

Top Tweeters in G5:
@sarahlovesdata
@profdrkschulte
@timothyvermeire
@palacetinebaba

Top Tweeters in G6:
@ettaboyle
@rory_heath
@drkfry
@cliftyshow


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