#dataSciBowl, Twitter, 5/15/2019 7:18:06 AM, 196883


FAQ | Problem?

#dataSciBowl_2019-05-14_21-52-53.xlsx
#dataSciBowl_2019-05-14_21-52-53.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 15, 2019
Short Description:
#dataSciBowl via NodeXL http://bit.ly/2VAgRiu
@kirkdborne
@archonsec
@boozallen
@moreisdifferent
@theadamgabriel
@kaggle
@starchyarchie
@thomashilbig2
@maartenbreddels
@designpuddle

Top hashtags:
#ai
#datascience
#innovation
#datascibowl
#data4good
#machinelearning

Description:
Description
The graph represents a network of 25 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 Wednesday, 15 May 2019 at 04:53 UTC.

The requested start date was Monday, 13 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 62-day, 2-hour, 29-minute period from Monday, 11 March 2019 at 15:33 UTC to Sunday, 12 May 2019 at 18:03 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 : 25
Unique Edges : 30
Edges With Duplicates : 4
Total Edges : 34
Number of Edge Types : 2
Mentions : 32
Tweet : 2
Self-Loops : 2
Reciprocated Vertex Pair Ratio : 0
Reciprocated Edge Ratio : 0
Connected Components : 4
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 19
Maximum Edges in a Connected Component : 27
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.792
Graph Density : 0.05
Modularity : 0.299308
NodeXL Version : 1.0.1.412

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top Domains
Top Domains in Tweet in Entire Graph:
[10] engadget.com
[3] dy.si
[1] interestingengineering.com

Top Domains in Tweet in G1:
[8] engadget.com

Top Domains in Tweet in G2:
[2] engadget.com
[1] dy.si
[1] interestingengineering.com

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

Top Domains in Tweet in G6:
[1] dy.si

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[19] ai
[10] datascience
[9] innovation
[8] datascibowl
[6] data4good
[4] machinelearning
[4] bigdata
[4] ai4socialgood
[3] iot
[3] datascientists



Top Hashtags in Tweet in G1:
[8] ai

Top Hashtags in Tweet in G2:
[9] ai
[8] datascience
[7] innovation
[2] machinelearning
[2] bigdata
[2] data4good
[2] ai4socialgood
[2] datascibowl
[1] iot
[1] datascientists

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

Top Hashtags in Tweet in G4:
[1] datascience
[1] ai
[1] innovation
[1] machinelearning
[1] bigdata
[1] iot
[1] datascientists
[1] data4good
[1] sdgs
[1] ai4socialgood

Top Hashtags in Tweet in G5:
[2] data4good
[2] datascibowl

Top Hashtags in Tweet in G6:
[1] datascience
[1] ai
[1] innovation
[1] machinelearning
[1] bigdata
[1] iot
[1] datascientists
[1] data4good
[1] sdgs
[1] ai4socialgood

Top Words
Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[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 G1:
[8] kirkdborne,ht
[8] ht,archonsec
[8] archonsec,gt
[8] gt,gt
[8] gt,#ai
[8] #ai,blood
[8] blood,test
[8] test,help
[8] help,early
[8] early,alzheimer's

Top Word Pairs in Tweet in G2:
[7] power,#datascience
[7] #datascience,#ai
[7] #ai,inform
[7] inform,ignite
[7] ignite,social
[7] social,good
[7] good,opportunities
[7] opportunities,inspire
[7] inspire,drive
[7] drive,#innovation

Top Word Pairs in Tweet in G3:
[2] maartenbreddels,friend
[2] friend,used
[2] used,#python
[2] #python,ipyvolume
[2] ipyvolume,sweet
[2] sweet,visualization
[2] visualization,kaggle
[2] kaggle,#datascibowl
[2] #datascibowl,tumorous

Top Word Pairs in Tweet in G5:
[2] good,#data4good
[2] #data4good,help
[2] help,define
[2] define,good
[2] good,data
[2] data,#datascibowl

Top Replied-To
Top Mentioned
Top Tweeters
Top Tweeters in Entire Graph:
@machinelearnflx
@kirkdborne
@keithkeller
@thecuriousluke
@thomashilbig2
@archonsec
@starchyarchie
@jolaburnett
@theadamgabriel
@dansar39

Top Tweeters in G1:
@archonsec
@jolaburnett
@dak970
@megamindai
@chakhazadd
@bayouphysicist
@_rmlg
@amorabonilla
@deepankarumare

Top Tweeters in G2:
@machinelearnflx
@kirkdborne
@keithkeller
@thecuriousluke
@thomashilbig2
@starchyarchie
@designpuddle
@muzeeb_rehman

Top Tweeters in G3:
@kaggle
@moreisdifferent
@maartenbreddels

Top Tweeters in G4:
@dansar39
@boozallen

Top Tweeters in G5:
@katehardman7
@crubalchenxi

Top Tweeters in G6:
@theadamgabriel