#dataSciBowl, Twitter, 5/27/2019 5:02:54 AM, 198161


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#dataSciBowl_2019-05-26_21-54-10.xlsx
#dataSciBowl_2019-05-26_21-54-10.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 27, 2019
Short Description:
#dataSciBowl via NodeXL http://bit.ly/2W4wSxF
@kirkdborne
@kaggle
@chidambara09
@boozallen
@moreisdifferent
@theadamgabriel
@archonsec
@usmansattarmd
@jaimekrc
@boozd

Top hashtags:
#ai
#datascience
#datascibowl
#data4good
#bigdata
#machinelearning
#ai4socialgood

Description:
Description
The graph represents a network of 43 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, 27 May 2019 at 04:54 UTC.

The requested start date was Monday, 27 May 2019 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 73-day, 6-hour, 56-minute period from Monday, 11 March 2019 at 15:33 UTC to Thursday, 23 May 2019 at 22:30 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 : 43
Unique Edges : 58
Edges With Duplicates : 22
Total Edges : 80
Number of Edge Types : 2
Mentions : 74
Tweet : 6
Self-Loops : 6
Reciprocated Vertex Pair Ratio : 0
Reciprocated Edge Ratio : 0
Connected Components : 2
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 41
Maximum Edges in a Connected Component : 78
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.321662
Graph Density : 0.0343300110741971
Modularity : 0.406289
NodeXL Version : 1.0.1.412

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[10] https://www.engadget.com/2019/03/10/ibm-ai-blood-test-early-alzheimers-detection/
[7] https://dy.si/q3c4E
[4] https://dy.si/mKB3B
[3] https://dy.si/oeydWg
[2] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5479722/?utm_content=bufferd7940&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://3blmedia.com/News/Data-Science-Bowl-Winners-Harness-AI-Accelerate-Life-Saving-Medical-Research
[1] http://blog.kaggle.com/2018/05/10/mothers-day-interview-how-nicole-finnie-became-a-competitive-kaggler-on-maternity-leave/?utm_medium=social&utm_source=twitter.com&utm_campaign=nicole+finnie+interview%20http://blog.kaggle.com/2018/05/10/mothers-day-interview-how-nicole-finnie-became-a-competitive-kaggler-on-maternity-leave/?utm_medium=social&utm_source=facebook.com&utm_campaign=nicole+finnie+interview%20http://blog.kaggle.com/2018/05/10/mothers-day-interview-how-nicole-finnie-became-a-competitive-kaggler-on-maternity-leave/?utm_medium=social&utm_source=linkedin.com&utm_campaign=nicole+finnie+interview
[1] https://dy.si/MKjzT
[1] https://twitter.com/KirkDBorne/status/961640919912079360
[1] https://interestingengineering.com/ibms-ai-blood-test-could-detect-alzheimers-earlier-than-a-brain-scan

Top URLs in Tweet in G1:
[10] https://www.engadget.com/2019/03/10/ibm-ai-blood-test-early-alzheimers-detection/
[2] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5479722/?utm_content=bufferd7940&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://dy.si/mKB3B
[1] https://dy.si/q3c4E
[1] https://interestingengineering.com/ibms-ai-blood-test-could-detect-alzheimers-earlier-than-a-brain-scan
[1] https://dy.si/MKjzT
[1] https://twitter.com/KirkDBorne/status/961640919912079360
[1] https://dy.si/oeydWg
[1] https://3blmedia.com/News/Data-Science-Bowl-Winners-Harness-AI-Accelerate-Life-Saving-Medical-Research

Top URLs in Tweet in G2:
[6] https://dy.si/q3c4E
[2] https://dy.si/mKB3B
[2] https://dy.si/oeydWg

Top URLs in Tweet in G3:
[1] http://blog.kaggle.com/2018/05/10/mothers-day-interview-how-nicole-finnie-became-a-competitive-kaggler-on-maternity-leave/?utm_medium=social&utm_source=twitter.com&utm_campaign=nicole+finnie+interview%20http://blog.kaggle.com/2018/05/10/mothers-day-interview-how-nicole-finnie-became-a-competitive-kaggler-on-maternity-leave/?utm_medium=social&utm_source=facebook.com&utm_campaign=nicole+finnie+interview%20http://blog.kaggle.com/2018/05/10/mothers-day-interview-how-nicole-finnie-became-a-competitive-kaggler-on-maternity-leave/?utm_medium=social&utm_source=linkedin.com&utm_campaign=nicole+finnie+interview

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[35] ai
[31] datascience
[18] datascibowl
[14] data4good
[13] bigdata
[13] machinelearning
[10] ai4socialgood
[9] deeplearning
[9] datascientists
[9] innovation



Top Hashtags in Tweet in G1:
[24] ai
[14] datascience
[8] bigdata
[8] machinelearning
[7] datascibowl
[7] data4good
[7] innovation
[6] deeplearning
[6] ai4socialgood
[4] datascientists

Top Hashtags in Tweet in G2:
[17] datascience
[11] ai
[5] bigdata
[5] machinelearning
[5] datascientists
[5] datascibowl
[5] data4good
[4] ai4socialgood
[3] deeplearning
[2] innovation

Top Hashtags in Tweet in G3:
[4] datascibowl
[2] python

Top Hashtags in Tweet in G4:
[2] data4good
[2] datascibowl

Top Words
Top Words in Tweet in Entire Graph:
[55] Words in Sentiment List#1: Positive
[5] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[995] Non-categorized Words
[1055] Total Words
[35] kirkdborne
[35] #ai
[31] #datascience
[24] gt
[20] boozallen

Top Words in Tweet in G1:
[24] #ai
[21] gt
[18] kirkdborne
[14] #datascience
[13] test
[13] help
[11] ht
[10] archonsec
[10] blood
[10] early

Top Words in Tweet in G2:
[17] kirkdborne
[17] #datascience
[15] boozallen
[11] #ai
[9] bowl
[9] passion
[9] curiosity
[9] purpose
[9] presented
[9] coming

Top Words in Tweet in G3:
[5] kaggle
[4] #datascibowl
[2] read
[2] data
[2] scientist
[2] wendykan's
[2] interview
[2] new
[2] kaggler
[2] nicfinnie

Top Words in Tweet in G4:
[4] good
[2] #data4good
[2] help
[2] define
[2] data
[2] #datascibowl

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[16] #datascience,#ai
[15] power,#datascience
[15] social,good
[11] #datascience,bowl
[11] passion,curiosity
[11] curiosity,purpose
[11] purpose,presented
[11] presented,boozallen
[11] boozallen,coming
[11] coming,again

Top Word Pairs in Tweet in G1:
[10] ht,archonsec
[10] archonsec,gt
[10] gt,gt
[10] gt,#ai
[10] #ai,blood
[10] blood,test
[10] test,help
[10] help,early
[10] early,alzheimer's
[10] alzheimer's,detection

Top Word Pairs in Tweet in G2:
[9] kirkdborne,#datascience
[9] #datascience,bowl
[9] passion,curiosity
[9] curiosity,purpose
[9] purpose,presented
[9] presented,boozallen
[9] boozallen,coming
[9] coming,again
[9] again,near
[9] near,future

Top Word Pairs in Tweet in G3:
[2] read,kaggle
[2] kaggle,data
[2] data,scientist
[2] scientist,wendykan's
[2] wendykan's,interview
[2] interview,new
[2] new,kaggler
[2] kaggler,nicfinnie
[2] nicfinnie,discuss
[2] discuss,team's

Top Word Pairs in Tweet in G4:
[2] good,#data4good
[2] #data4good,help
[2] help,define
[2] define,good
[2] good,data
[2] data,#datascibowl

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@kirkdborne
@boozallen
@archonsec
@kaggle
@boozd
@theadamgabriel
@boozdatascience
@wendykan
@nicfinnie
@maartenbreddels

Top Mentioned in G1:
@kirkdborne
@archonsec
@boozallen
@boozdatascience
@ipfconline1
@kaggle

Top Mentioned in G2:
@kirkdborne
@boozallen
@boozd
@theadamgabriel

Top Mentioned in G3:
@kaggle
@wendykan
@nicfinnie
@maartenbreddels
@moreisdifferent

Top Mentioned in G4:
@crubalchenxi

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@machinelearnflx
@machinelearn_d
@ipfconline1
@kirkdborne
@keithkeller
@thecuriousluke
@thomashilbig2
@archonsec
@starchyarchie

Top Tweeters in G1:
@machinelearnflx
@ipfconline1
@kirkdborne
@keithkeller
@thecuriousluke
@thomashilbig2
@archonsec
@starchyarchie
@jolaburnett
@dak970

Top Tweeters in G2:
@chidambara09
@machinelearn_d
@theadamgabriel
@dansar39
@max_lyashko
@boozallen
@usmansattarmd
@webjframework
@jcampsays
@jaimekrc

Top Tweeters in G3:
@kaggle
@moreisdifferent
@maartenbreddels
@godataanalytic
@wendykan
@nicfinnie

Top Tweeters in G4:
@katehardman7
@crubalchenxi