#dataSciBowl, Twitter, 9/28/2020 7:07:34 PM, 236165


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#dataSciBowl_2020-09-28_08-16-31.xlsx
#dataSciBowl_2020-09-28_08-16-31.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 28, 2020
Short Description:
#dataSciBowl via NodeXL https://bit.ly/3i9gJNp
@kirkdborne
@rubiscape
@chidambara09
@cloudpreacher
@botnowa
@how_sustainable
@fmfrancoise
@ssxman2
@cdaitgt
@praxics

Top hashtags:
#datascience
#ai
#innovation
#datascibowl
#iot
#sustainability
#bigdata
#data4good

Description:
Description
The graph represents a network of 171 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, 28 September 2020 at 15:16 UTC.

The requested start date was Monday, 28 September 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, 6-hour, 34-minute period from Monday, 06 July 2020 at 20:26 UTC to Friday, 25 September 2020 at 03:00 UTC.

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 : 171
Unique Edges : 146
Edges With Duplicates : 1139
Total Edges : 1285
Number of Edge Types : 5
Retweet : 282
MentionsInRetweet : 782
Mentions : 209
Tweet : 5
Replies to : 7
Self-Loops : 11
Reciprocated Vertex Pair Ratio : 0.0316301703163017
Reciprocated Edge Ratio : 0.0613207547169811
Connected Components : 2
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 170
Maximum Edges in a Connected Component : 1285
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.321176
Graph Density : 0.0145854833161335
Modularity : 0.211524
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 171 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, 28 September 2020 at 15:16 UTC.

The requested start date was Monday, 28 September 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, 6-hour, 34-minute period from Monday, 06 July 2020 at 20:26 UTC to Friday, 25 September 2020 at 03:00 UTC.

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:
[54] https://www.datasciencecentral.com/profiles/blogs/iot-s-purview-on-current-environmental-conditions
[22] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=235610
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230576
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=232807
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=233394
[7] https://dy.si/oeydWg
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=231750
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230851
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=234020
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=232317

Top URLs in Tweet in G1:
[19] https://www.datasciencecentral.com/profiles/blogs/iot-s-purview-on-current-environmental-conditions
[5] https://dy.si/oeydWg
[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://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=233394

Top URLs in Tweet in G2:
[16] https://www.datasciencecentral.com/profiles/blogs/iot-s-purview-on-current-environmental-conditions
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=235610
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230576
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=232807
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=233394
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230851
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=231750
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=234020
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=232317
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230278

Top URLs in Tweet in G3:
[15] https://www.datasciencecentral.com/profiles/blogs/iot-s-purview-on-current-environmental-conditions
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=235610
[1] https://dy.si/oeydWg

Top URLs in Tweet in G4:
[4] https://www.datasciencecentral.com/profiles/blogs/iot-s-purview-on-current-environmental-conditions
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=235610

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[190] datascience
[184] ai
[159] innovation
[113] datascibowl
[69] iot
[56] sustainability
[45] bigdata
[28] data4good
[28] machinelearning
[20] datascientists



Top Hashtags in Tweet in G1:
[96] datascience
[96] ai
[89] innovation
[24] iot
[19] sustainability
[16] bigdata
[13] datascibowl
[12] machinelearning
[12] data4good
[12] datascientists

Top Hashtags in Tweet in G2:
[83] datascibowl
[46] datascience
[40] ai
[26] bigdata
[25] iot
[23] innovation
[18] sustainability
[17] earlychildhoodeducation
[14] machinelearning
[14] data4good

Top Hashtags in Tweet in G3:
[45] datascience
[45] ai
[44] innovation
[16] iot
[15] sustainability
[11] datascibowl
[2] bigdata
[2] machinelearning
[2] opendata
[2] iotpl

Top Hashtags in Tweet in G4:
[6] datascibowl
[4] iot
[4] sustainability
[3] datascience
[3] ai
[3] innovation
[1] bigdata

Top Words
Top Words in Tweet in Entire Graph:
[256] kirkdborne
[190] #datascience
[184] #ai
[159] #innovation
[153] power
[153] inform
[153] ignite
[153] social
[153] good
[153] opportunities

Top Words in Tweet in G1:
[96] #datascience
[96] #ai
[95] kirkdborne
[89] power
[89] inform
[89] ignite
[89] social
[89] good
[89] opportunities
[89] inspire

Top Words in Tweet in G2:
[119] kirkdborne
[97] fmfrancoise
[85] boozallen
[84] nodexl
[83] #datascibowl
[82] kaggle
[76] chidambara09
[54] trippbraden
[50] ndroid_techk
[49] llnuxbot

Top Words in Tweet in G3:
[45] #datascience
[45] #ai
[44] power
[44] inform
[44] ignite
[44] social
[44] good
[44] opportunities
[44] inspire
[44] drive

Top Words in Tweet in G4:
[6] #datascibowl
[6] nodexl
[5] kirkdborne
[5] twitter
[5] 21
[5] 2020
[5] 10
[5] 09
[5] pm
[5] 235610

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[170] #datascience,#ai
[153] power,#datascience
[153] #ai,inform
[153] inform,ignite
[153] ignite,social
[153] social,good
[153] good,opportunities
[153] opportunities,inspire
[153] inspire,drive
[153] drive,#innovation

Top Word Pairs in Tweet in G1:
[94] #datascience,#ai
[89] power,#datascience
[89] #ai,inform
[89] inform,ignite
[89] ignite,social
[89] social,good
[89] good,opportunities
[89] opportunities,inspire
[89] inspire,drive
[89] drive,#innovation

Top Word Pairs in Tweet in G2:
[61] #datascibowl,nodexl
[50] boozallen,kaggle
[47] fmfrancoise,#datascibowl
[40] kirkdborne,boozallen
[34] nodexl,chidambara09
[34] chidambara09,kirkdborne
[28] #datascience,#ai
[26] ssxman2,trippbraden
[26] nodexl,kirkdborne
[23] llnuxbot,ndroid_techk

Top Word Pairs in Tweet in G3:
[45] #datascience,#ai
[44] power,#datascience
[44] #ai,inform
[44] inform,ignite
[44] ignite,social
[44] social,good
[44] good,opportunities
[44] opportunities,inspire
[44] inspire,drive
[44] drive,#innovation

Top Word Pairs in Tweet in G4:
[5] #datascibowl,twitter
[5] twitter,21
[5] 21,2020
[5] 2020,10
[5] 10,09
[5] 09,pm
[5] pm,235610
[5] 235610,nodexl
[5] nodexl,graph
[5] graph,gallery

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
@chidambara09
@fmfrancoise
@kaggle
@trippbraden
@pbskids
@ndroid_techk
@llnuxbot
@ssxman2

Top Mentioned in G1:
@kirkdborne
@boozallen
@cdaitgt
@kaggle
@pbskids
@rubiscape
@fmfrancoise
@chidambara09
@ssxman2
@trippbraden

Top Mentioned in G2:
@kirkdborne
@boozallen
@kaggle
@chidambara09
@fmfrancoise
@trippbraden
@ndroid_techk
@llnuxbot
@pbskids
@ssxman2

Top Mentioned in G3:
@kirkdborne
@rubiscape
@cloudpreacher
@fmfrancoise
@chidambara09
@ssxman2
@boozallen

Top Mentioned in G4:
@kirkdborne
@how_sustainable
@cdaitgt

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@chidambara09
@femtech_
@itknowingness
@taieb_bot
@bot_innovation
@andrewmorrisuk
@cybersecurityn8
@trippbraden
@nancyrubin

Top Tweeters in G1:
@itknowingness
@ipfconline1
@joseph_santoro
@corruptpunjab
@topcybernews
@kirkdborne
@athigah
@natashareid95
@sdg2030
@thomashilbig2

Top Tweeters in G2:
@chidambara09
@femtech_
@taieb_bot
@trippbraden
@nancyrubin
@ssxman2
@llnuxbot
@nlognbot
@thecuriousluke
@rstatstweet

Top Tweeters in G3:
@sectest9
@bot_innovation
@andrewmorrisuk
@cybersecurityn8
@machine_ml
@nvsdata
@max_lyashko
@fernandakellner
@chinseunghee
@mky110987

Top Tweeters in G4:
@gezgintrk
@botnowa
@how_sustainable
@crystallelsa
@hertravelstory

Top Tweeters in G5:
@pbsa


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