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SentimentSymp Twitter NodeXL SNA Map and Report for Monday, 19 June 2017 at 18:25 UTC
SentimentSymp Twitter NodeXL SNA Map and Report for Monday, 19 June 2017 at 18:25 UTC
From:
Michael__Lieberman
Uploaded on:
June 19, 2017
Short Description:
SentimentSymp via NodeXL http://bit.ly/2tG5frM
@sentimentsymp
@sethgrimes
@extrapola_srl
@crowdflower
@oreillyai
@prattledata
@altaplanalt

Description:
Description
The graph represents a network of 88 Twitter users whose recent tweets contained "SentimentSymp", 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 Monday, 19 June 2017 at 18:25 UTC.

The tweets in the network were tweeted over the 9-day, 5-hour, 25-minute period from Saturday, 10 June 2017 at 12:55 UTC to Monday, 19 June 2017 at 18:20 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.


Overall Graph Metrics
Vertices : 88
Unique Edges : 173
Edges With Duplicates : 165
Total Edges : 338
Self-Loops : 14
Reciprocated Vertex Pair Ratio : 0.0955056179775281
Reciprocated Edge Ratio : 0.174358974358974
Connected Components : 1
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 88
Maximum Edges in a Connected Component : 338
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.182076
Graph Density : 0.0254702194357367
Modularity : 0.293414
NodeXL Version : 1.0.1.384

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[42] http://breakthroughanalysis.com/2017/06/07/eight-reasons-to-attend-the-june-27-28-sentiment-analysis-symposium/
[7] http://SentimentSymposium.com
[7] https://www.crowdflower.com/crowdflower-summer-2017-events/
[6] https://breakthroughanalysis.com/2017/06/07/eight-reasons-to-attend-the-june-27-28-sentiment-analysis-symposium/
[6] http://2017.sentimentsymposium.com/finance
[4] http://gobrowse.azurewebsites.net/IGh0dHA6Ly93d3cuN3dkYXRhLmJlL2V2ZW50L3NlbnRpbWVudC1hbmFseXNpcy1zeW1wb3NpdW0vP3V0bV9zb3VyY2U9cnNzJnV0bV9tZWRpdW09cnNzJnV0bV9jYW1wYWlnbj1zZW50aW1lbnQtYW5hbHlzaXMtc3ltcG9zaXVt/aHR0cDovL3d3dy43d2RhdGEuYmUvd3AtY29udGVudC91cGxvYWRzLzIwMTcvMDUvU2VudGltZW50LUFuYWx5c2lzLVN5bXBvc2l1bS0xNy5wbmc=/ICBTZW50aW1lbnQgQW5hbHlzaXMgU3ltcG9zaXVtIA==/RW1vdGlvbjo6SW5mbHVlbmNlOjpBY3RpdmF0aW9uDQ==
[4] http://gobrowse.azurewebsites.net/IGh0dHA6Ly93d3cuN3dkYXRhLmJlL2V2ZW50L3NlbnRpbWVudC1hbmFseXNpcy1zeW1wb3NpdW0vP3V0bV9zb3VyY2U9cnNzJnV0bV9tZWRpdW09cnNzJnV0bV9jYW1wYWlnbj1zZW50aW1lbnQtYW5hbHlzaXMtc3ltcG9zaXVt/aHR0cDovL3d3dy43d2RhdGEuYmUvd3AtY29udGVudC91cGxvYWRzLzIwMTcvMDUvU2VudGltZW50LUFuYWx5c2lzLVN5bXBvc2l1bS0xNy5wbmc=/ICAgIFNlbnRpbWVudCBBbmFseXNpcyBTeW1wb3NpdW0gIA==/RW1vdGlvbjo6SW5mbHVlbmNlOjpBY3RpdmF0aW9uDQ==
[4] http://gobrowse.azurewebsites.net/IGh0dHA6Ly93d3cuN3dkYXRhLmJlL2V2ZW50L3NlbnRpbWVudC1hbmFseXNpcy1zeW1wb3NpdW0vP3V0bV9zb3VyY2U9cnNzJnV0bV9tZWRpdW09cnNzJnV0bV9jYW1wYWlnbj1zZW50aW1lbnQtYW5hbHlzaXMtc3ltcG9zaXVt/aHR0cDovL3d3dy43d2RhdGEuYmUvd3AtY29udGVudC91cGxvYWRzLzIwMTcvMDUvU2VudGltZW50LUFuYWx5c2lzLVN5bXBvc2l1bS0xNy5wbmc=/U2VudGltZW50IEFuYWx5c2lzIFN5bXBvc2l1bQ==/RW1vdGlvbjo6SW5mbHVlbmNlOjpBY3RpdmF0aW9uDQ==
[4] https://breakthroughanalysis.com/2017/06/14/nlp-sentiment-and-alternative-data-in-finance/
[3] http://buff.ly/2r2Az3k

Top URLs in Tweet in G1:
[31] http://breakthroughanalysis.com/2017/06/07/eight-reasons-to-attend-the-june-27-28-sentiment-analysis-symposium/
[4] http://2017.sentimentsymposium.com/finance
[3] https://breakthroughanalysis.com/2017/06/07/eight-reasons-to-attend-the-june-27-28-sentiment-analysis-symposium/
[2] http://SentimentSymposium.com
[2] https://breakthroughanalysis.com/2017/06/14/nlp-sentiment-and-alternative-data-in-finance/
[1] http://buff.ly/2r2Az3k
[1] https://twitter.com/i/web/status/876845426485465089
[1] https://twitter.com/i/web/status/876852257190531073
[1] https://twitter.com/i/web/status/875045683966787584
[1] https://twitter.com/i/web/status/875055098170195968

Top URLs in Tweet in G2:
[6] http://breakthroughanalysis.com/2017/06/07/eight-reasons-to-attend-the-june-27-28-sentiment-analysis-symposium/
[4] http://gobrowse.azurewebsites.net/IGh0dHA6Ly93d3cuN3dkYXRhLmJlL2V2ZW50L3NlbnRpbWVudC1hbmFseXNpcy1zeW1wb3NpdW0vP3V0bV9zb3VyY2U9cnNzJnV0bV9tZWRpdW09cnNzJnV0bV9jYW1wYWlnbj1zZW50aW1lbnQtYW5hbHlzaXMtc3ltcG9zaXVt/aHR0cDovL3d3dy43d2RhdGEuYmUvd3AtY29udGVudC91cGxvYWRzLzIwMTcvMDUvU2VudGltZW50LUFuYWx5c2lzLVN5bXBvc2l1bS0xNy5wbmc=/ICBTZW50aW1lbnQgQW5hbHlzaXMgU3ltcG9zaXVtIA==/RW1vdGlvbjo6SW5mbHVlbmNlOjpBY3RpdmF0aW9uDQ==
[4] http://gobrowse.azurewebsites.net/IGh0dHA6Ly93d3cuN3dkYXRhLmJlL2V2ZW50L3NlbnRpbWVudC1hbmFseXNpcy1zeW1wb3NpdW0vP3V0bV9zb3VyY2U9cnNzJnV0bV9tZWRpdW09cnNzJnV0bV9jYW1wYWlnbj1zZW50aW1lbnQtYW5hbHlzaXMtc3ltcG9zaXVt/aHR0cDovL3d3dy43d2RhdGEuYmUvd3AtY29udGVudC91cGxvYWRzLzIwMTcvMDUvU2VudGltZW50LUFuYWx5c2lzLVN5bXBvc2l1bS0xNy5wbmc=/U2VudGltZW50IEFuYWx5c2lzIFN5bXBvc2l1bQ==/RW1vdGlvbjo6SW5mbHVlbmNlOjpBY3RpdmF0aW9uDQ==
[4] http://gobrowse.azurewebsites.net/IGh0dHA6Ly93d3cuN3dkYXRhLmJlL2V2ZW50L3NlbnRpbWVudC1hbmFseXNpcy1zeW1wb3NpdW0vP3V0bV9zb3VyY2U9cnNzJnV0bV9tZWRpdW09cnNzJnV0bV9jYW1wYWlnbj1zZW50aW1lbnQtYW5hbHlzaXMtc3ltcG9zaXVt/aHR0cDovL3d3dy43d2RhdGEuYmUvd3AtY29udGVudC91cGxvYWRzLzIwMTcvMDUvU2VudGltZW50LUFuYWx5c2lzLVN5bXBvc2l1bS0xNy5wbmc=/ICAgIFNlbnRpbWVudCBBbmFseXNpcyBTeW1wb3NpdW0gIA==/RW1vdGlvbjo6SW5mbHVlbmNlOjpBY3RpdmF0aW9uDQ==
[3] http://SentimentSymposium.com
[3] http://hubs.ly/H07KDbC0
[3] https://breakthroughanalysis.com/2017/06/12/how-to-measure-brand-value-a-fleishmanhillard-view/
[3] http://openlink.azurewebsites.net/IGh0dHA6Ly93d3cuN3dkYXRhLmJlL2V2ZW50L3NlbnRpbWVudC1hbmFseXNpcy1zeW1wb3NpdW0vP3V0bV9zb3VyY2U9cnNzJnV0bV9tZWRpdW09cnNzJnV0bV9jYW1wYWlnbj1zZW50aW1lbnQtYW5hbHlzaXMtc3ltcG9zaXVt/aHR0cDovL3d3dy43d2RhdGEuYmUvd3AtY29udGVudC91cGxvYWRzLzIwMTcvMDUvU2VudGltZW50LUFuYWx5c2lzLVN5bXBvc2l1bS0xNy5wbmc=/U2VudGltZW50IEFuYWx5c2lzIFN5bXBvc2l1bSAgIA==/RW1vdGlvbjo6SW5mbHVlbmNlOjpBY3RpdmF0aW9uDQ==
[3] http://gobrowse.azurewebsites.net/IGh0dHA6Ly93d3cuN3dkYXRhLmJlL2V2ZW50L3NlbnRpbWVudC1hbmFseXNpcy1zeW1wb3NpdW0vP3V0bV9zb3VyY2U9cnNzJnV0bV9tZWRpdW09cnNzJnV0bV9jYW1wYWlnbj1zZW50aW1lbnQtYW5hbHlzaXMtc3ltcG9zaXVt/aHR0cDovL3d3dy43d2RhdGEuYmUvd3AtY29udGVudC91cGxvYWRzLzIwMTcvMDUvU2VudGltZW50LUFuYWx5c2lzLVN5bXBvc2l1bS0xNy5wbmc=/ICAgU2VudGltZW50IEFuYWx5c2lzIFN5bXBvc2l1bQ==/RW1vdGlvbjo6SW5mbHVlbmNlOjpBY3RpdmF0aW9uDQ==
[3] http://govisit.azurewebsites.net/IGh0dHA6Ly93d3cuN3dkYXRhLmJlL2V2ZW50L3NlbnRpbWVudC1hbmFseXNpcy1zeW1wb3NpdW0vP3V0bV9zb3VyY2U9cnNzJnV0bV9tZWRpdW09cnNzJnV0bV9jYW1wYWlnbj1zZW50aW1lbnQtYW5hbHlzaXMtc3ltcG9zaXVt/aHR0cDovL3d3dy43d2RhdGEuYmUvd3AtY29udGVudC91cGxvYWRzLzIwMTcvMDUvU2VudGltZW50LUFuYWx5c2lzLVN5bXBvc2l1bS0xNy5wbmc=/U2VudGltZW50IEFuYWx5c2lzIFN5bXBvc2l1bSAgICA=/RW1vdGlvbjo6SW5mbHVlbmNlOjpBY3RpdmF0aW9uDQ==

Top URLs in Tweet in G3:
[5] https://www.crowdflower.com/crowdflower-summer-2017-events/
[5] http://breakthroughanalysis.com/2017/06/07/eight-reasons-to-attend-the-june-27-28-sentiment-analysis-symposium/
[2] https://breakthroughanalysis.com/2017/06/07/eight-reasons-to-attend-the-june-27-28-sentiment-analysis-symposium/
[2] http://SentimentSymposium.com
[2] http://buff.ly/2slLwRj
[1] https://twitter.com/i/web/status/875741318751956992
[1] https://twitter.com/i/web/status/874295895583543296
[1] https://twitter.com/i/web/status/876427376841850882
[1] https://twitter.com/i/web/status/874341029746536448
[1] https://twitter.com/i/web/status/875314604821413889

Top URLs in Tweet in G4:
[1] http://paper.li/eXtrapola_srl?edition_id=ac261520-4f7e-11e7-91bf-0cc47a0d1605

Top Domains
Top Hashtags
Top Words
Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[90] sentiment,analysis
[90] analysis,symposium
[71] code,7wdata
[71] emotionai,sentimentsymp
[65] 27,28
[54] rt,sethgrimes
[54] june,27
[54] 27,jun
[52] cx,voc
[51] voc,mrx

Top Word Pairs in Tweet in G1:
[37] 27,28
[35] june,27
[35] sentiment,analysis
[35] analysis,symposium
[34] eight,reasons
[34] reasons,attend
[34] attend,june
[34] 28,sentiment
[33] cx,voc
[33] voc,mrx

Top Word Pairs in Tweet in G2:
[71] code,7wdata
[71] emotionai,sentimentsymp
[54] 27,jun
[47] sentiment,analysis
[47] analysis,symposium
[37] come,sentiment
[37] 15,code
[37] 7wdata,emotionai
[35] join,27
[34] use,code

Top Word Pairs in Tweet in G3:
[14] 27,28
[11] cx,voc
[10] voc,mrx
[9] june,27
[8] sentiment,analysis
[8] analysis,symposium
[7] rt,sethgrimes
[7] sethgrimes,eight
[7] eight,reasons
[7] reasons,attend

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

Top Replied-To in G2:
@qemotionapp

Top Mentioned
Top Mentioned in Entire Graph:
@sentimentsymp
@sethgrimes
@fleishman
@prattledata
@ryanpaulsmith
@stevec22
@eschnidman
@oreillyai
@yvesmulkers
@basistechnology

Top Mentioned in G1:
@sethgrimes
@sentimentsymp
@fleishman
@ryanpaulsmith
@prattledata
@finsa_tfp
@s
@crowdflower
@oreillyai
@luminosoinsight

Top Mentioned in G2:
@sentimentsymp
@sethgrimes
@yvesmulkers
@fleishman
@jenifer_kern
@ryanpaulsmith
@7wdata
@biconnections
@tracx
@finsa_tfp

Top Mentioned in G3:
@sentimentsymp
@sethgrimes
@prattledata
@stevec22
@eschnidman
@oreillyai
@basistechnology
@sentiment
@crowdflower
@mavenkirsten

Top Mentioned in G4:
@sentimentsymp
@x_twentythree
@novalab24

Top Tweeters
Top Tweeters in Entire Graph:
@john_siracusa
@ottlegalrebels
@biconnections
@yvesmulkers
@7wdata
@candacetx
@orchioca
@black_dragon123
@fortepiecat
@jpfrioul

Top Tweeters in G1:
@ottlegalrebels
@fortepiecat
@raypoynter
@mycustomer
@sethgrimes
@randygiusto
@jer979
@netbase
@hardcore888
@sysomos

Top Tweeters in G2:
@john_siracusa
@biconnections
@yvesmulkers
@7wdata
@candacetx
@orchioca
@black_dragon123
@jpfrioul
@customerthink
@habibrajab_

Top Tweeters in G3:
@canvasvc
@crowdflower
@basistechnology
@prattledata
@oreillyai
@thevillage969
@altaplanalt
@ltaccelerate
@finsa_tfp
@mavenkirsten

Top Tweeters in G4:
@x_twentythree
@extrapola_srl
@novalab24


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