#dataSciBowl, Twitter, 6/8/2020 7:01:36 PM, 228949


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#dataSciBowl_2020-06-08_06-51-01.xlsx
#dataSciBowl_2020-06-08_06-51-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 08, 2020
Short Description:
#dataSciBowl via NodeXL https://bit.ly/3dLna7V
@kirkdborne
@chidambara09
@kaggle
@boozallen
@llnuxbot
@rlingle
@hazloe3
@ndroid_techk
@pbskids
@trippbraden

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

Description:
Description
The graph represents a network of 75 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, 08 June 2020 at 13:51 UTC.

The requested start date was Monday, 08 June 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 56-day, 6-hour, 9-minute period from Thursday, 09 April 2020 at 00:28 UTC to Thursday, 04 June 2020 at 06:37 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 : 75
Unique Edges : 216
Edges With Duplicates : 509
Total Edges : 725
Number of Edge Types : 5
MentionsInRetweet : 479
Mentions : 134
Retweet : 101
Tweet : 8
Replies to : 3
Self-Loops : 13
Reciprocated Vertex Pair Ratio : 0.046583850931677
Reciprocated Edge Ratio : 0.0890207715133531
Connected Components : 1
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 75
Maximum Edges in a Connected Component : 725
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 2.052622
Graph Density : 0.0607207207207207
Modularity : 0.207253
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 75 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, 08 June 2020 at 13:51 UTC.

The requested start date was Monday, 08 June 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 56-day, 6-hour, 9-minute period from Thursday, 09 April 2020 at 00:28 UTC to Thursday, 04 June 2020 at 06:37 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:
[14] https://www.mckinsey.com/featured-insights/artificial-intelligence/applying-artificial-intelligence-for-social-good
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228271
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228630
[8] 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://engage.bah.com/Article/Redirect/51e6fd53-9267-41c2-ba5b-1c5f2d585aec?uc=30185&g=fc7db978-ce81-4e97-b740-122248cf0a1b&f=136598
[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
[3] https://engage.bah.com/Article/Redirect/f0385e90-0036-4f78-a5db-bba159ed6556?uc=30185&g=099a0253-e900-45f7-aaa1-e278507b589a&f=138864

Top URLs in Tweet in G1:
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228271
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228630
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=224957
[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
[2] https://engage.bah.com/Article/Redirect/bccb5b18-6c11-4920-a421-fc94857f886d?uc=30185&g=9748aa6d-de30-487a-9032-6aabd4ca48d9&f=136599
[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://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=226864

Top URLs in Tweet in G2:
[9] 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://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://datasciencebowl.com/about/competitions/
[2] https://finance.yahoo.com/news/using-data-science-advance-educational-130000881.html
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=224957
[1] https://www.kaggle.com/c/data-science-bowl-2019/leaderboard
[1] https://www.kaggle.com/c/data-science-bowl-2019/notebooks

Top URLs in Tweet in G3:
[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://twitter.com/kirkdborne/status/1248269570701512707

Top URLs in Tweet in G4:
[3] https://www.mckinsey.com/featured-insights/artificial-intelligence/applying-artificial-intelligence-for-social-good
[2] https://datasciencebowl.com/about/competitions/
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228630
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=224957

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[78] datascibowl
[66] datascience
[41] ai
[40] bigdata
[36] data4good
[32] machinelearning
[26] ai4good
[18] datascientists
[16] earlychildhoodeducation
[14] artificialintelligence



Top Hashtags in Tweet in G1:
[47] datascibowl
[26] datascience
[20] bigdata
[19] ai
[15] machinelearning
[11] data4good
[11] ai4good
[9] datascientists
[3] algorithms
[3] earlychildhoodeducation

Top Hashtags in Tweet in G2:
[29] datascience
[25] datascibowl
[22] data4good
[21] ai
[16] machinelearning
[15] bigdata
[15] ai4good
[9] datascientists
[9] artificialintelligence
[8] earlychildhoodeducation

Top Hashtags in Tweet in G3:
[10] datascience
[5] earlychildhoodeducation
[3] algorithms
[3] bigdata
[1] machinelearning
[1] ilovemyjob
[1] datascibowl
[1] ai

Top Hashtags in Tweet in G4:
[5] datascibowl
[3] artificialintelligence
[3] data4good
[2] bigdata
[1] datascience

Top Words
Top Words in Tweet in Entire Graph:
[] Top Word Pairs in Tweet in Entire Graph
[] Entire Graph Count
[] Top Word Pairs in Tweet in G1

Top Words in Tweet in G1:
[67] kirkdborne
[61] fmfrancoise
[55] boozallen
[53] kaggle
[47] #datascibowl
[47] nodexl
[43] chidambara09
[41] rlingle
[29] llnuxbot
[26] #datascience

Top Words in Tweet in G2:
[29] #datascience
[26] bowl
[25] #datascibowl
[25] kirkdborne
[22] #data4good
[21] #ai
[18] boozallen
[17] kaggle
[16] data
[16] #machinelearning

Top Words in Tweet in G3:
[13] boozallen
[13] kaggle
[12] kirkdborne
[10] #datascience
[8] pbskids
[7] bowl
[7] winning
[5] bowl's
[5] algorithms
[5] #earlychildhoodeducation

Top Words in Tweet in G4:
[12] kirkdborne
[7] fmfrancoise
[6] chidambara09
[5] #datascibowl
[5] boozallen
[5] kaggle
[3] nodexl
[3] gp_pulipaka
[3] ronald_vanloon
[3] primary_immune

Top Word Pairs
Top Word Pairs in Tweet in G2:
[36] #datascibowl,#data4good
[33] data,science
[31] science,bowl
[28] #datascience,bowl
[28] using,#datascience
[21] #datascience,advance
[16] advance,educational
[15] educational,tools
[15] tools,young
[15] young,children

Top Word Pairs in Tweet in G3:
[17] boozallen,kaggle
[15] kirkdborne,boozallen
[15] kaggle,pbskids
[11] pbskids,#datascience
[11] #datascience,bowl's
[11] bowl's,winning
[11] winning,algorithms
[11] algorithms,#earlychildhoodeducation
[11] #datascience,bowl
[11] bowl,competitions

Top Word Pairs in Tweet in G4:
[10] boozallen,kaggle
[5] chidambara09,fmfrancoise
[5] fmfrancoise,gp_pulipaka
[5] gp_pulipaka,kirkdborne
[5] kirkdborne,ronald_vanloon
[5] ronald_vanloon,primary_immune
[5] primary_immune,hubofml
[5] hubofml,spirosmargaris
[4] spirosmargaris,theinsaneapp
[4] theinsaneapp,clairebotai

Top Replied-To
Top Replied-To in Entire Graph:
@fmfrancoise

Top Replied-To in G1:
@fmfrancoise

Top Mentioned
Top Mentioned in Entire Graph:
@kirkdborne
@boozallen
@kaggle
@fmfrancoise
@chidambara09
@rlingle
@pbskids
@llnuxbot
@trippbraden
@hazloe3

Top Mentioned in G1:
@kirkdborne
@boozallen
@kaggle
@fmfrancoise
@chidambara09
@rlingle
@llnuxbot
@trippbraden
@pbskids
@hazloe3

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

Top Mentioned in G3:
@boozallen
@kaggle
@kirkdborne
@pbskids
@joshdsullivan
@rohnerjoe

Top Mentioned in G4:
@kirkdborne
@fmfrancoise
@chidambara09
@boozallen
@kaggle
@gp_pulipaka
@ronald_vanloon
@primary_immune
@hubofml
@spirosmargaris

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@clairebotai
@chidambara09
@cybersec_feeds
@calcaware
@taieb_bot
@andrewmorrisuk
@trippbraden
@justbementalist
@llnuxbot

Top Tweeters in G1:
@sectest9
@chidambara09
@cybersec_feeds
@calcaware
@taieb_bot
@andrewmorrisuk
@trippbraden
@llnuxbot
@cybersecurityn8
@akdm_bot

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

Top Tweeters in G3:
@justbementalist
@dariosailor86
@thecuriousluke
@machine_ml
@msarozz
@terence_mills
@szetoinsitu
@boozallen
@pbskids
@discreteboi206

Top Tweeters in G4:
@clairebotai
@websecurityit
@dataaugmented
@spirosmargaris
@hubofml
@ronald_vanloon
@gp_pulipaka
@primary_immune
@ndroid_techk
@theinsaneapp


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