#dataSciBowl, Twitter, 5/26/2020 2:40:52 AM, 228271


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#dataSciBowl_2020-05-25_06-51-01.xlsx
#dataSciBowl_2020-05-25_06-51-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 26, 2020
Short Description:
#dataSciBowl via NodeXL https://bit.ly/2zy91fB
@kirkdborne
@boozallen
@chidambara09
@kaggle
@rlingle
@fmfrancoise
@trippbraden
@hazloe3
@llnuxbot
@pbskids

Top hashtags:
#datascibowl
#datascience
#ai
#bigdata
#machinelearning
#data4good
#ai4good
#datascientists

Description:
Description
The graph represents a network of 69 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, 25 May 2020 at 13:51 UTC.

The requested start date was Monday, 25 May 2020 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 69-day, 4-hour, 45-minute period from Sunday, 01 March 2020 at 11:40 UTC to Saturday, 09 May 2020 at 16:25 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 : 69
Unique Edges : 127
Edges With Duplicates : 345
Total Edges : 472
Number of Edge Types : 5
Retweet : 90
MentionsInRetweet : 274
Mentions : 96
Replies to : 3
Tweet : 9
Self-Loops : 13
Reciprocated Vertex Pair Ratio : 0.0640394088669951
Reciprocated Edge Ratio : 0.12037037037037
Connected Components : 2
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 68
Maximum Edges in a Connected Component : 472
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.117215
Graph Density : 0.0460358056265985
Modularity : 0.202993
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 69 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, 25 May 2020 at 13:51 UTC.

The requested start date was Monday, 25 May 2020 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 69-day, 4-hour, 45-minute period from Sunday, 01 March 2020 at 11:40 UTC to Saturday, 09 May 2020 at 16:25 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".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : #dataSciBowl
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[15] https://www.mckinsey.com/featured-insights/artificial-intelligence/applying-artificial-intelligence-for-social-good
[9] https://datasciencebowl.com/about/competitions/
[8] https://engage.bah.com/Article/Redirect/bccb5b18-6c11-4920-a421-fc94857f886d?uc=30185&g=9748aa6d-de30-487a-9032-6aabd4ca48d9&f=136599
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=224957
[5] https://dy.si/q3c4E
[5] https://engage.bah.com/Article/Redirect/51e6fd53-9267-41c2-ba5b-1c5f2d585aec?uc=30185&g=fc7db978-ce81-4e97-b740-122248cf0a1b&f=136598
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223523
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=221961
[4] https://finance.yahoo.com/news/using-data-science-advance-educational-130000881.html
[4] https://engage.bah.com/Article/Redirect/0b81f7df-fd2a-4fec-ac03-5f73ac21d6e5?uc=30185&g=09b497ae-b957-4652-ba2e-f3f98affe5fa&f=138288

Top URLs in Tweet in G1:
[3] https://dy.si/q3c4E
[3] https://datasciencebowl.com/about/competitions/
[1] https://engage.bah.com/Article/Redirect/51e6fd53-9267-41c2-ba5b-1c5f2d585aec?uc=30185&g=fc7db978-ce81-4e97-b740-122248cf0a1b&f=136598
[1] https://datasciencebowl.com/data-science-of-chocolate-brownies/
[1] https://twitter.com/kirkdborne/status/1248269570701512707

Top URLs in Tweet in G2:
[10] https://www.mckinsey.com/featured-insights/artificial-intelligence/applying-artificial-intelligence-for-social-good
[6] https://engage.bah.com/Article/Redirect/bccb5b18-6c11-4920-a421-fc94857f886d?uc=30185&g=9748aa6d-de30-487a-9032-6aabd4ca48d9&f=136599
[3] https://datasciencebowl.com/about/competitions/
[3] https://engage.bah.com/Article/Redirect/0b81f7df-fd2a-4fec-ac03-5f73ac21d6e5?uc=30185&g=09b497ae-b957-4652-ba2e-f3f98affe5fa&f=138288
[3] https://engage.bah.com/Article/Redirect/f0385e90-0036-4f78-a5db-bba159ed6556?uc=30185&g=099a0253-e900-45f7-aaa1-e278507b589a&f=138864
[2] https://engage.bah.com/Article/Redirect/51e6fd53-9267-41c2-ba5b-1c5f2d585aec?uc=30185&g=fc7db978-ce81-4e97-b740-122248cf0a1b&f=136598
[2] https://finance.yahoo.com/news/using-data-science-advance-educational-130000881.html
[1] https://www.kaggle.com/c/data-science-bowl-2019/leaderboard
[1] https://www.kaggle.com/c/data-science-bowl-2019/notebooks
[1] https://dy.si/q3c4E

Top URLs in Tweet in G3:
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=221961
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223523
[2] https://swisscognitive.ch/2020/03/18/how-machine-learning-artificial-intelligence-is-changing-the-face-of-education-industry/
[2] https://finance.yahoo.com/news/using-data-science-advance-educational-130000881.html
[2] https://engage.bah.com/Article/Redirect/bccb5b18-6c11-4920-a421-fc94857f886d?uc=30185&g=9748aa6d-de30-487a-9032-6aabd4ca48d9&f=136599
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=224957
[2] https://www.mckinsey.com/featured-insights/artificial-intelligence/applying-artificial-intelligence-for-social-good
[1] https://datasciencebowl.com/about/competitions/
[1] https://www.kaggle.com/c/data-science-bowl-2019/leaderboard
[1] https://engage.bah.com/Article/Redirect/1e3de134-b96f-4e15-9dc4-eecb41c514d5?uc=16822&g=860ab7c7-7bd0-4cc2-bb0c-16d7ec5c1fb8&f=133800

Top URLs in Tweet in G4:
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=224957
[3] https://www.mckinsey.com/featured-insights/artificial-intelligence/applying-artificial-intelligence-for-social-good
[2] http://out.faveeo.com/?url=https://www.mckinsey.com/featured-insights/artificial-intelligence/applying-artificial-intelligence-for-social-good&vertical=future-of-work&lang=en&family=en
[2] https://datasciencebowl.com/about/competitions/
[1] https://engage.bah.com/Article/Redirect/51e6fd53-9267-41c2-ba5b-1c5f2d585aec?uc=30185&g=fc7db978-ce81-4e97-b740-122248cf0a1b&f=136598
[1] https://dy.si/q3c4E

Top Domains
Top Domains in Tweet in Entire Graph:
[24] bah.com
[15] nodexlgraphgallery.org
[15] mckinsey.com
[10] datasciencebowl.com
[9] twitter.com
[5] dy.si
[4] yahoo.com
[3] kaggle.com
[3] 3blmedia.com
[2] swisscognitive.ch

Top Domains in Tweet in G1:
[4] datasciencebowl.com
[3] dy.si
[1] bah.com
[1] twitter.com

Top Domains in Tweet in G2:
[17] bah.com
[10] mckinsey.com
[3] datasciencebowl.com
[2] kaggle.com
[2] 3blmedia.com
[2] yahoo.com
[1] dy.si
[1] medium.com
[1] businesswire.com
[1] apnews.com

Top Domains in Tweet in G3:
[10] nodexlgraphgallery.org
[8] twitter.com
[5] bah.com
[2] swisscognitive.ch
[2] yahoo.com
[2] mckinsey.com
[1] datasciencebowl.com
[1] kaggle.com
[1] 3blmedia.com

Top Domains in Tweet in G4:
[4] nodexlgraphgallery.org
[3] mckinsey.com
[2] faveeo.com
[2] datasciencebowl.com
[1] bah.com
[1] dy.si

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[71] datascibowl
[70] datascience
[53] ai
[47] bigdata
[42] machinelearning
[33] data4good
[21] ai4good
[18] datascientists
[16] artificialintelligence
[16] earlychildhoodeducation



Top Hashtags in Tweet in G1:
[16] datascience
[10] bigdata
[9] ai
[6] machinelearning
[6] datascibowl
[5] earlychildhoodeducation
[4] datascientist
[3] algorithms
[1] featureengineering
[1] dataliteracy

Top Hashtags in Tweet in G2:
[32] datascience
[29] datascibowl
[25] ai
[24] data4good
[20] machinelearning
[18] bigdata
[16] ai4good
[11] datascientists
[9] artificialintelligence
[8] earlychildhoodeducation

Top Hashtags in Tweet in G3:
[26] datascibowl
[17] datascience
[15] bigdata
[15] ai
[13] machinelearning
[6] data4good
[5] ai4good
[5] datascientists
[4] datascientist
[4] artificialintelligence

Top Hashtags in Tweet in G4:
[10] datascibowl
[5] datascience
[4] ai
[4] bigdata
[3] machinelearning
[3] datascientist
[3] artificialintelligence
[3] data4good
[2] datascientists
[2] futureofwork

Top Words
Top Word Pairs
Top Replied-To
Top Replied-To in Entire Graph:
@fmfrancoise
@educofin

Top Replied-To in G2:
@educofin

Top Replied-To in G3:
@fmfrancoise

Top Mentioned
Top Mentioned in Entire Graph:
@kirkdborne
@boozallen
@kaggle
@pbskids
@chidambara09
@fmfrancoise
@rlingle
@trippbraden
@mckinsey
@llnuxbot

Top Mentioned in G1:
@boozallen
@kirkdborne
@kaggle
@pbskids
@joshdsullivan
@theadamgabriel
@rohnerjoe

Top Mentioned in G2:
@kirkdborne
@boozallen
@kaggle
@pbskids
@mckinsey
@rohnerjoe
@joshdsullivan
@fmfrancoise
@chidambara09
@trippbraden

Top Mentioned in G3:
@kirkdborne
@boozallen
@kaggle
@chidambara09
@rlingle
@fmfrancoise
@pbskids
@trippbraden
@llnuxbot
@3blnews

Top Mentioned in G4:
@kirkdborne
@boozallen
@kaggle
@trippbraden
@fmfrancoise
@chidambara09
@rl
@mckinsey
@educofin
@futureof_work

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@cybersec_feeds
@realblack212
@calcaware
@trippbraden
@justbementalist
@llnuxbot
@dariosailor86
@akdm_bot
@thecuriousluke

Top Tweeters in G1:
@realblack212
@justbementalist
@dariosailor86
@thecuriousluke
@machine_ml
@msarozz
@hazloe3
@max_lyashko
@terence_mills
@szetoinsitu

Top Tweeters in G2:
@scalarhumanity
@kirkdborne
@wynandbooysen
@industryai
@rodor1960
@eintsein1980
@iotworlds
@andreapontex
@mfuturetech
@calmsannic

Top Tweeters in G3:
@chidambara09
@cybersec_feeds
@calcaware
@llnuxbot
@fmfrancoise
@cephalopodluke2
@3blnews
@gp_pulipaka
@datasciencefr
@rlingle

Top Tweeters in G4:
@trippbraden
@akdm_bot
@hubofml
@futureof_work
@almanafsivi
@educofin
@kaggle
@_asifbhat_
@rl

Top Tweeters in G5:
@3ba


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