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#dataSciBowl_2019-02-10_21-15-18.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
February 11, 2019
Description:
Description
The graph represents a network of 35 Twitter users whose tweets in the requested range contained "#dataSciBowl", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 11 February 2019 at 05:15 UTC.

The requested start date was Monday, 11 February 2019 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 39-day, 23-hour, 27-minute period from Sunday, 30 December 2018 at 18:13 UTC to Friday, 08 February 2019 at 17:41 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 : 35
Unique Edges : 102
Edges With Duplicates : 22
Total Edges : 124
Number of Edge Types : 3
Mentions : 120
Replies to : 3
Tweet : 1
Self-Loops : 1
Reciprocated Vertex Pair Ratio : 0.0377358490566038
Reciprocated Edge Ratio : 0.0727272727272727
Connected Components : 1
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 35
Maximum Edges in a Connected Component : 124
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.831837
Graph Density : 0.092436974789916
Modularity : 0.403177
NodeXL Version : 1.0.1.408

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[12] https://washingtonexec.com/2019/01/2019-top-25-execs-to-watch/17/
[3] https://datasciencebowl.com/data-science-of-chocolate-brownies/
[2] https://www.youtube.com/watch?v=BPcqQtWiKM8&feature=youtu.be&t=1

[1] https://datasciencebowl.com/competitions/turning-machine-intelligence-against-lung-cancer/
[1] https://xconomy.com/national/2017/07/20/a-i-prizes-coming-to-healthcare-hit-1m-mark-in-cancer-contests/
[1] https://concepttoclinic.drivendata.org/results/
[1] http://rocketdatascience.org/?page_id=2
[1] https://datasciencebowl.com/2018winners/

Top URLs in Tweet in G1:
[10] https://washingtonexec.com/2019/01/2019-top-25-execs-to-watch/17/

Top URLs in Tweet in G2:
[3] https://datasciencebowl.com/data-science-of-chocolate-brownies/
[2] https://washingtonexec.com/2019/01/2019-top-25-execs-to-watch/17/
[2] https://www.youtube.com/watch?v=BPcqQtWiKM8&feature=youtu.be&t=1

[1] https://datasciencebowl.com/2018winners/
[1] http://rocketdatascience.org/?page_id=2
[1] https://datasciencebowl.com/competitions/turning-machine-intelligence-against-lung-cancer/
[1] https://xconomy.com/national/2017/07/20/a-i-prizes-coming-to-healthcare-hit-1m-mark-in-cancer-contests/
[1] https://concepttoclinic.drivendata.org/results/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[9] datascience
[9] datascibowl
[6] bigdata
[5] ai
[5] machinelearning
[5] data4good
[4] deeplearning
[2] innovation
[2] cybersecurity
[2] ar



Top Hashtags in Tweet in G2:
[9] datascience
[9] datascibowl
[6] bigdata
[5] ai
[5] machinelearning
[5] data4good
[4] deeplearning
[2] innovation
[2] cybersecurity
[2] ar

Top Words
Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[12] top,25
[12] 25,washington
[12] washington,dc
[12] dc,area
[12] area,execs
[12] execs,watch
[12] watch,2019
[12] susanpenfield,boozallen
[10] kirkdborne,top
[10] gt,gt

Top Word Pairs in Tweet in G1:
[10] kirkdborne,top
[10] top,25
[10] 25,washington
[10] washington,dc
[10] dc,area
[10] area,execs
[10] execs,watch
[10] watch,2019
[10] susanpenfield,boozallen
[7] 2019,including

Top Word Pairs in Tweet in G2:
[3] datascibowl,data4good
[3] d_arredondo,scratch
[3] scratch,love
[3] love,datascience
[3] datascience,chocolate
[3] chocolate,brownies
[3] brownies,bigdata
[3] gt,gt
[3] medecinelibre,gehealthcare
[3] gehealthcare,exactly

Top Word Pairs in Tweet in G3:
[5] kirkdborne,musiccomposer1
[5] musiccomposer1,avrohomg
[5] avrohomg,unifiedinbox
[5] unifiedinbox,kenherron
[5] kenherron,jennifer_espo
[5] jennifer_espo,intelhealth
[5] intelhealth,cancers
[5] cancers,definitely
[5] definitely,top
[5] top,list

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@kirkdborne
@boozallen
@susanpenfield
@booz
@avrohomg
@unifiedinbox
@kenherron
@jennifer_espo
@intelhealth
@musiccomposer1

Top Mentioned in G1:
@kirkdborne
@susanpenfield
@boozallen
@booz
@b
@musiccomposer1
@avrohomg
@unifiedinbox
@kenherron
@jennifer_espo

Top Mentioned in G2:
@boozdatascience
@kirkdborne
@boozallen
@scratch
@gehealthcare
@kaggle
@susanpenfield
@boozdigital
@jgdatacomm
@medecinelibre

Top Mentioned in G3:
@kirkdborne
@musiccomposer1
@avrohomg
@unifiedinbox
@kenherron
@jennifer_espo
@intelhealth

Top Tweeters
Top Tweeters in Entire Graph:
@machinelearnflx
@sydsalesman
@machinelearn_d
@vilmagracia4
@grigortw
@kirkdborne
@thechrischua
@nvsdata
@avrohomg
@brainroaring

Top Tweeters in G1:
@machinelearnflx
@grigortw
@nvsdata
@brainroaring
@msarozz
@hugoallanmori
@yourtechcompany
@boozallen
@b
@dataenthus

Top Tweeters in G2:
@machinelearn_d
@kirkdborne
@gehealthcare
@medecinelibre
@johngmcnutt
@scratch
@megamindai
@boozdigital
@kaggle
@d_arredondo

Top Tweeters in G3:
@sydsalesman
@vilmagracia4
@thechrischua
@avrohomg
@kenherron
@musiccomposer1
@intelhealth
@unifiedinbox
@jennifer_espo