#dataSciBowl, Twitter, 7/13/2020 3:30:06 PM, 230576


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#dataSciBowl_2020-07-13_06-47-31.xlsx
#dataSciBowl_2020-07-13_06-47-31.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 13, 2020
Short Description:
#dataSciBowl via NodeXL https://bit.ly/2Zqd5II
@chidambara09
@kirkdborne
@llnuxbot
@boozallen
@kaggle
@ndroid_techk
@pbskids
@fmfrancoise
@trippbraden
@rlingle

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

Description:
Description
The graph represents a network of 42 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, 13 July 2020 at 13:47 UTC.

The requested start date was Monday, 13 July 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 66-day, 12-hour, 12-minute period from Friday, 01 May 2020 at 22:16 UTC to Tuesday, 07 July 2020 at 10:28 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 : 42
Unique Edges : 151
Edges With Duplicates : 347
Total Edges : 498
Number of Edge Types : 4
MentionsInRetweet : 334
Mentions : 115
Retweet : 47
Replies to : 2
Self-Loops : 2
Reciprocated Vertex Pair Ratio : 0.0495495495495495
Reciprocated Edge Ratio : 0.0944206008583691
Connected Components : 1
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 42
Maximum Edges in a Connected Component : 498
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.787982
Graph Density : 0.135307781649245
Modularity : 0.191246
NodeXL Version : 1.0.1.437
Data Import : The graph represents a network of 42 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, 13 July 2020 at 13:47 UTC.

The requested start date was Monday, 13 July 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 66-day, 12-hour, 12-minute period from Friday, 01 May 2020 at 22:16 UTC to Tuesday, 07 July 2020 at 10:28 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:
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228271
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228630
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228949
[3] https://datasciencebowl.com/about/competitions/
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230278
[2] https://dy.si/q3c4E
[2] 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/0b81f7df-fd2a-4fec-ac03-5f73ac21d6e5?uc=30185&g=09b497ae-b957-4652-ba2e-f3f98affe5fa&f=138288
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=226864
[1] https://engage.bah.com/Article/Redirect/1e3de134-b96f-4e15-9dc4-eecb41c514d5?uc=30185&g=e79d0dcc-2748-44f2-b6bc-c49f74490e44&f=142725

Top URLs in Tweet in G1:
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228271
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228630
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228949
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230278
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=226864
[1] https://dy.si/q3c4E
[1] https://datasciencebowl.com/about/competitions/

Top URLs in Tweet in G2:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228630
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228271
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228949
[1] https://datasciencebowl.com/about/competitions/

Top URLs in Tweet in G3:
[2] 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/0b81f7df-fd2a-4fec-ac03-5f73ac21d6e5?uc=30185&g=09b497ae-b957-4652-ba2e-f3f98affe5fa&f=138288
[1] https://dy.si/q3c4E
[1] https://datasciencebowl.com/about/competitions/
[1] https://engage.bah.com/Article/Redirect/1e3de134-b96f-4e15-9dc4-eecb41c514d5?uc=30185&g=e79d0dcc-2748-44f2-b6bc-c49f74490e44&f=142725

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[46] datascibowl
[25] datascience
[18] bigdata
[18] machinelearning
[17] ai
[14] data4good
[13] ai4good
[13] datascientists
[8] earlychildhoodeducation
[3] datascientist



Top Hashtags in Tweet in G1:
[33] datascibowl
[10] datascience
[10] ai
[10] bigdata
[9] data4good
[9] machinelearning
[9] ai4good
[9] datascientists

Top Hashtags in Tweet in G2:
[8] datascibowl
[4] datascience
[3] bigdata
[2] machinelearning
[2] ai
[2] iot
[2] digital
[2] datascientist
[2] linux
[2] frenchtech

Top Hashtags in Tweet in G3:
[11] datascience
[7] earlychildhoodeducation
[7] machinelearning
[5] bigdata
[5] datascibowl
[5] ai
[5] data4good
[4] ai4good
[4] datascientists
[3] ece

Top Words
Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[35] kaggle,rlingle
[32] boozallen,kaggle
[30] #datascibowl,nodexl
[30] nodexl,kirkdborne
[29] kirkdborne,boozallen
[21] fmfrancoise,#datascibowl
[19] chidambara09,kaggle
[17] kirkdborne,chidambara09
[15] chidambara09,fmfrancoise
[14] trippbraden,hazloe3

Top Word Pairs in Tweet in G1:
[26] kaggle,rlingle
[24] #datascibowl,nodexl
[24] nodexl,kirkdborne
[18] kirkdborne,boozallen
[16] boozallen,kaggle
[16] chidambara09,kaggle
[15] fmfrancoise,#datascibowl
[13] kirkdborne,chidambara09
[11] boozallen,chidambara09
[11] rlingle,fmfrancoise

Top Word Pairs in Tweet in G2:
[9] boozallen,kaggle
[9] kaggle,rlingle
[8] chidambara09,fmfrancoise
[7] kirkdborne,boozallen
[6] fmfrancoise,#datascibowl
[6] #datascibowl,nodexl
[6] nodexl,kirkdborne
[6] fmfrancoise,gp_pulipaka
[6] gp_pulipaka,kirkdborne
[6] kirkdborne,ronald_vanloon

Top Word Pairs in Tweet in G3:
[7] boozallen,kaggle
[6] kaggle,pbskids
[6] pbskids,#datascience
[6] #datascience,bowl's
[6] bowl's,winning
[6] winning,algorithms
[6] algorithms,#earlychildhoodeducation
[4] kirkdborne,boozallen
[3] #datascibowl,#data4good
[3] zero,#machinelearning

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

Top Replied-To in G2:
@fmfrancoise

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

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

Top Mentioned in G2:
@kirkdborne
@fmfrancoise
@chidambara09
@boozallen
@kaggle
@rlingle
@llnuxbot
@gp_pulipaka
@ronald_vanloon
@primary_immune

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

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@clairebotai
@chidambara09
@taieb_bot
@andrewmorrisuk
@trippbraden
@llnuxbot
@cybersecurityn8
@justbementalist
@websecurityit

Top Tweeters in G1:
@sectest9
@taieb_bot
@andrewmorrisuk
@trippbraden
@cybersecurityn8
@akdm_bot
@womencodersbot
@fmfrancoise
@projectlearn_io
@hazloe3

Top Tweeters in G2:
@clairebotai
@chidambara09
@llnuxbot
@websecurityit
@dataaugmented
@hubofml
@spirosmargaris
@thomashilbig2
@ronald_vanloon
@gp_pulipaka

Top Tweeters in G3:
@justbementalist
@dariosailor86
@machine_ml
@kirkdborne
@msarozz
@iotworlds
@pbskids
@discreteboi206