#dataSciBowl, Twitter, 8/24/2020 3:08:08 PM, 233394


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#dataSciBowl_2020-08-24_07-44-31.xlsx
#dataSciBowl_2020-08-24_07-44-31.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 24, 2020
Short Description:
#dataSciBowl via NodeXL https://bit.ly/3jfx1p7
@kirkdborne
@chidambara09
@boozallen
@ssxman2
@trippbraden
@kaggle
@fmfrancoise
@pbskids
@ndroid_techk
@datasciencebot_

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

Description:
Description
The graph represents a network of 53 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, 24 August 2020 at 14:44 UTC.

The requested start date was Monday, 24 August 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 80-day, 14-hour, 30-minute period from Monday, 01 June 2020 at 20:24 UTC to Friday, 21 August 2020 at 10:55 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 : 53
Unique Edges : 109
Edges With Duplicates : 660
Total Edges : 769
Number of Edge Types : 5
Retweet : 83
MentionsInRetweet : 495
Mentions : 184
Replies to : 6
Tweet : 1
Self-Loops : 5
Reciprocated Vertex Pair Ratio : 0.0407239819004525
Reciprocated Edge Ratio : 0.0782608695652174
Connected Components : 2
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 52
Maximum Edges in a Connected Component : 769
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.951183
Graph Density : 0.0834542815674891
Modularity : 0.09807
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 53 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, 24 August 2020 at 14:44 UTC.

The requested start date was Monday, 24 August 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 80-day, 14-hour, 30-minute period from Monday, 01 June 2020 at 20:24 UTC to Friday, 21 August 2020 at 10:55 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:
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228630
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230576
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=232807
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=231750
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230851
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=232317
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228949
[3] https://engage.bah.com/Article/Redirect/502d307f-3182-4299-926d-5813c9abdbaa?uc=30185&g=4427dca7-0e6d-4ffb-8ba1-34d0558f50ec&f=160823
[3] https://engage.bah.com/Article/Redirect/0b81f7df-fd2a-4fec-ac03-5f73ac21d6e5?uc=30185&g=09b497ae-b957-4652-ba2e-f3f98affe5fa&f=138288
[2] https://dy.si/oeydWg

Top URLs in Tweet in G1:
[6] 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=232807
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230278
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230576
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=231750
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230851
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=232317
[1] https://engage.bah.com/Article/Redirect/502d307f-3182-4299-926d-5813c9abdbaa?uc=30185&g=4427dca7-0e6d-4ffb-8ba1-34d0558f50ec&f=160823
[1] 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 G2:
[2] https://engage.bah.com/Article/Redirect/502d307f-3182-4299-926d-5813c9abdbaa?uc=30185&g=4427dca7-0e6d-4ffb-8ba1-34d0558f50ec&f=160823
[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://dy.si/oeydWg

Top URLs in Tweet in G3:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230576
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228630
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230851
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=231750
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=232317
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=232807

Top URLs in Tweet in G4:
[1] https://dy.si/oeydWg

Top URLs in Tweet in G5:
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230576
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=232807
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228630
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=231750
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230851
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=232317
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228949

Top Domains
Top Domains in Tweet in Entire Graph:
[51] nodexlgraphgallery.org
[6] bah.com
[4] dy.si
[1] twitter.com

Top Domains in Tweet in G1:
[19] nodexlgraphgallery.org
[2] bah.com
[1] twitter.com
[1] dy.si

Top Domains in Tweet in G2:
[4] bah.com
[2] dy.si

Top Domains in Tweet in G3:
[10] nodexlgraphgallery.org

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

Top Domains in Tweet in G5:
[22] nodexlgraphgallery.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[76] datascibowl
[50] datascience
[43] ai
[25] bigdata
[19] innovation
[19] machinelearning
[19] data4good
[19] earlychildhoodeducation
[14] datascientists
[13] ai4good



Top Hashtags in Tweet in G1:
[33] datascibowl
[19] datascience
[16] ai
[14] bigdata
[14] machinelearning
[13] data4good
[9] ai4good
[9] datascientists
[8] earlychildhoodeducation
[1] innovation

Top Hashtags in Tweet in G2:
[15] datascience
[15] ai
[12] innovation
[4] bigdata
[4] datascibowl
[4] machinelearning
[4] data4good
[4] datascientists
[3] ai4good
[2] earlychildhoodeducation

Top Hashtags in Tweet in G3:
[16] datascibowl
[7] ai
[6] bigdata
[6] twitter
[5] iot
[5] digital
[3] socialmedia
[3] datascience
[3] usa
[3] femtech

Top Hashtags in Tweet in G4:
[6] datascience
[4] earlychildhoodeducation
[2] ai
[2] innovation
[1] machinelearning
[1] bigdata
[1] opendata
[1] iot
[1] datascientists
[1] data4good

Top Hashtags in Tweet in G5:
[22] datascibowl
[7] datascience
[4] earlychildhoodeducation
[3] ai
[3] innovation

Top Words
Top Words in Tweet in Entire Graph:
[104] kirkdborne
[89] boozallen
[85] kaggle
[76] #datascibowl
[73] fmfrancoise
[73] nodexl
[66] chidambara09
[60] llnuxbot
[50] #datascience
[49] ndroid_techk

Top Words in Tweet in G1:
[33] #datascibowl
[31] kirkdborne
[30] boozallen
[29] kaggle
[25] nodexl
[25] chidambara09
[25] llnuxbot
[22] fmfrancoise
[22] rlingle
[20] pbskids

Top Words in Tweet in G2:
[15] #datascience
[15] #ai
[13] power
[13] social
[13] good
[12] inform
[12] ignite
[12] opportunities
[12] inspire
[12] drive

Top Words in Tweet in G3:
[24] fmfrancoise
[23] nodexl
[22] kirkdborne
[19] boozallen
[19] kaggle
[16] llnuxbot
[16] #datascibowl
[14] ndroid_techk
[14] chidambara09
[10] trippbraden

Top Words in Tweet in G4:
[7] kirkdborne
[6] #datascience
[6] boozallen
[5] kaggle
[5] pbskids
[4] bowl's
[4] winning
[4] algorithms
[4] #earlychildhoodeducation
[4] apps

Top Words in Tweet in G5:
[33] kirkdborne
[30] boozallen
[30] kaggle
[26] fmfrancoise
[26] chidambara09
[24] nodexl
[22] #datascibowl
[18] llnuxbot
[14] ndroid_techk
[12] trippbraden

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[63] boozallen,kaggle
[52] #datascibowl,nodexl
[39] fmfrancoise,#datascibowl
[38] kirkdborne,boozallen
[34] nodexl,chidambara09
[34] chidambara09,kirkdborne
[30] #datascience,#ai
[23] llnuxbot,ndroid_techk
[22] ndroid_techk,pbskids
[22] kaggle,boozallen

Top Word Pairs in Tweet in G1:
[19] #datascibowl,nodexl
[17] boozallen,kaggle
[13] top,hashtags
[13] hashtags,#datascibowl
[13] #datascibowl,#datascience
[13] ndroid_techk,pbskids
[12] kaggle,boozallen
[12] boozallen,llnuxbot
[11] #datascience,#ai
[11] nodexl,kirkdborne

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

Top Word Pairs in Tweet in G3:
[15] boozallen,kaggle
[11] fmfrancoise,#datascibowl
[11] #datascibowl,nodexl
[10] fmfrancoise,kirkdborne
[8] kirkdborne,boozallen
[8] nodexl,chidambara09
[8] chidambara09,kirkdborne
[7] llnuxbot,ndroid_techk
[6] nodexl,nodexl
[6] ndroid_techk,pbskids

Top Word Pairs in Tweet in G4:
[5] kirkdborne,boozallen
[4] boozallen,kaggle
[4] kaggle,#datascience
[4] #datascience,bowl's
[4] bowl's,winning
[4] winning,algorithms
[4] algorithms,pbskids
[4] pbskids,#earlychildhoodeducation
[4] #earlychildhoodeducation,apps
[2] power,#datascience

Top Word Pairs in Tweet in G5:
[25] boozallen,kaggle
[22] fmfrancoise,#datascibowl
[22] #datascibowl,nodexl
[18] nodexl,chidambara09
[18] chidambara09,kirkdborne
[16] kirkdborne,boozallen
[8] ndroid_techk,pbsk
[8] kaggle,ssxman2
[8] ssxman2,trippbraden
[6] llnuxbot,ndroid_techk

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

Top Replied-To in G3:
@fmfrancoise

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

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

Top Mentioned in G2:
@kirkdborne
@boozallen
@kaggle
@pbskids

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

Top Mentioned in G4:
@kirkdborne
@boozallen
@kaggle
@pbskids
@chidambara09
@fmfrancoise
@llnuxbot
@ndroid_techk
@trippbraden
@rlingle

Top Mentioned in G5:
@kirkdborne
@boozallen
@kaggle
@fmfrancoise
@chidambara09
@llnuxbot
@ndroid_techk
@trippbraden
@pbskids
@pbsk

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@femtech_
@taieb_bot
@bot_innovation
@andrewmorrisuk
@trippbraden
@nancyrubin
@ssxman2
@llnuxbot
@nlognbot

Top Tweeters in G1:
@femtech_
@taieb_bot
@andrewmorrisuk
@llnuxbot
@rstatstweet
@fmfrancoise
@linuxdreams
@hazloe3
@titas37
@newaz_tameem

Top Tweeters in G2:
@bot_innovation
@ipfconline1
@kirkdborne
@developersbot
@mindcommerce
@pbucquet
@mfuturetech
@maignanamurthy
@8e56325acb9b4c4
@bigdatajunkies

Top Tweeters in G3:
@chidambara09
@thecuriousluke
@undp
@epuujee
@nodexl
@urbanbigdata
@guerrero_oa
@heloisegreeff
@pbsk
@trippbrad

Top Tweeters in G4:
@nancyrubin
@nlognbot
@fabriciosx
@seetalabs
@johngmcnutt
@boozallen
@pansares
@kaggle

Top Tweeters in G5:
@trippbraden
@ssxman2
@techtrendingnow
@datasciencebot_
@pbs
@laminahmed11
@pbskids
@fmfran

Top Tweeters in G6:
@pbsa


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