#dataSciBowl, Twitter, 6/11/2019 5:38:29 AM, 199682


FAQ | Problem?

#dataSciBowl_2019-06-10_21-54-11.xlsx
#dataSciBowl_2019-06-10_21-54-11.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 11, 2019
Short Description:
#dataSciBowl via NodeXL http://bit.ly/2R11N82
@kirkdborne
@kaggle
@chidambara09
@boozallen
@moreisdifferent
@theadamgabriel
@jaimekrc
@usmansattarmd
@boozd
@godataanalytic

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

Description:
Description
The graph represents a network of 31 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 Tuesday, 11 June 2019 at 04:54 UTC.

The requested start date was Monday, 10 June 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 24-day, 5-hour, 34-minute period from Monday, 29 April 2019 at 16:55 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 : 31
Unique Edges : 37
Edges With Duplicates : 22
Total Edges : 59
Number of Edge Types : 2
Mentions : 54
Tweet : 5
Self-Loops : 5
Reciprocated Vertex Pair Ratio : 0
Reciprocated Edge Ratio : 0
Connected Components : 1
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 31
Maximum Edges in a Connected Component : 59
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.401665
Graph Density : 0.0451612903225806
Modularity : 0.361821
NodeXL Version : 1.0.1.413

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[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

Top URLs in Tweet in G1:
[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://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:
[2] https://dy.si/q3c4E
[1] 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 URLs in Tweet in G4:
[4] https://dy.si/q3c4E
[2] https://dy.si/mKB3B
[1] https://dy.si/oeydWg

Top Domains
Top Domains in Tweet in Entire Graph:
[15] dy.si
[2] nih.gov
[1] 3blmedia.com
[1] kaggle.com
[1] twitter.com

Top Domains in Tweet in G1:
[5] dy.si
[2] nih.gov
[1] twitter.com
[1] 3blmedia.com

Top Domains in Tweet in G2:
[3] dy.si

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

Top Domains in Tweet in G4:
[7] dy.si

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[30] datascience
[25] ai
[15] datascibowl
[12] bigdata
[12] machinelearning
[11] data4good
[9] deeplearning
[9] ai4socialgood
[9] datascientists
[9] innovation



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

Top Hashtags in Tweet in G2:
[8] datascience
[3] ai
[1] innovation
[1] machinelearning
[1] bigdata
[1] iot
[1] datascientists
[1] data4good
[1] sdgs
[1] ai4socialgood

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

Top Hashtags in Tweet in G4:
[9] datascience
[8] ai
[4] bigdata
[4] machinelearning
[4] datascientists
[4] datascibowl
[4] data4good
[3] deeplearning
[3] ai4socialgood
[1] ai4socialgo

Top Words
Top Words in Tweet in Entire Graph:
[51] Words in Sentiment List#1: Positive
[5] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[787] Non-categorized Words
[843] Total Words
[30] #datascience
[26] kirkdborne
[25] #ai
[20] boozallen
[15] power

Top Words in Tweet in G1:
[14] #ai
[13] #datascience
[9] kirkdborne
[8] power
[8] social
[8] good
[7] #bigdata
[7] #machinelearning
[7] inform
[7] ignite

Top Words in Tweet in G2:
[8] #datascience
[8] boozallen
[7] kirkdborne
[5] bowl
[5] passion
[5] curiosity
[5] purpose
[5] presented
[5] coming
[5] again

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:
[10] kirkdborne
[9] #datascience
[8] #ai
[7] boozallen
[6] ht
[5] power
[5] social
[5] good
[4] world
[4] digital

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:
[8] power,#datascience
[8] #datascience,#ai
[8] social,good
[7] #ai,inform
[7] inform,ignite
[7] ignite,social
[7] good,opportunities
[7] opportunities,inspire
[7] inspire,drive
[7] drive,#innovation

Top Word Pairs in Tweet in G2:
[5] kirkdborne,#datascience
[5] #datascience,bowl
[5] passion,curiosity
[5] curiosity,purpose
[5] purpose,presented
[5] presented,boozallen
[5] boozallen,coming
[5] coming,again
[5] again,near
[5] 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:
[6] ht,kirkdborne
[5] power,#datascience
[5] #datascience,#ai
[5] social,good
[4] kirkdborne,world
[4] world,digital
[4] digital,now
[4] now,power
[4] #ai,social
[4] kirkdborne,#datascience

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@kirkdborne
@boozallen
@kaggle
@boozd
@theadamgabriel
@boozdatascience
@wendykan
@nicfinnie
@maartenbreddels
@ipfconline1

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

Top Mentioned in G2:
@boozallen
@kirkdborne
@boozd

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

Top Mentioned in G4:
@kirkdborne
@boozallen
@theadamgabriel
@boozd

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@machinelearn_d
@ipfconline1
@kirkdborne
@keithkeller
@thecuriousluke
@thomashilbig2
@starchyarchie
@theadamgabriel
@dansar39

Top Tweeters in G1:
@ipfconline1
@kirkdborne
@keithkeller
@thecuriousluke
@thomashilbig2
@starchyarchie
@designpuddle
@boozdatascience
@muzeeb_rehman
@bulendyilmaz

Top Tweeters in G2:
@dansar39
@max_lyashko
@boozallen
@usmansattarmd
@webjframework
@jcampsays
@jaimekrc
@muhammadthalhah
@arunprabhakar81
@boozd

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

Top Tweeters in G4:
@chidambara09
@machinelearn_d
@theadamgabriel