#dataSciBowl, Twitter, 10/5/2020 3:23:43 PM, 237073


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#dataSciBowl_2020-10-05_08-16-31.xlsx
#dataSciBowl_2020-10-05_08-16-31.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 05, 2020
Short Description:
#dataSciBowl via NodeXL https://bit.ly/30Bcapd
@kirkdborne
@rubiscape
@chidambara09
@cloudpreacher
@fmfrancoise
@how_sustainable
@botnowa
@ssxman2
@cdaitgt
@praxics

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

Description:
Description
The graph represents a network of 184 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, 05 October 2020 at 15:16 UTC.

The requested start date was Monday, 05 October 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 85-day, 6-hour, 4-minute period from Monday, 06 July 2020 at 20:26 UTC to Wednesday, 30 September 2020 at 02:30 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 : 184
Unique Edges : 257
Edges With Duplicates : 1350
Total Edges : 1607
Number of Edge Types : 5
Retweet : 315
MentionsInRetweet : 1032
Mentions : 246
Tweet : 5
Replies to : 9
Self-Loops : 13
Reciprocated Vertex Pair Ratio : 0.0524412296564195
Reciprocated Edge Ratio : 0.0996563573883162
Connected Components : 2
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 183
Maximum Edges in a Connected Component : 1607
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.274777
Graph Density : 0.0172843905915895
Modularity : 0.200836
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 184 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, 05 October 2020 at 15:16 UTC.

The requested start date was Monday, 05 October 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 85-day, 6-hour, 4-minute period from Monday, 06 July 2020 at 20:26 UTC to Wednesday, 30 September 2020 at 02:30 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:
[55] 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=236165
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=232807
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=236292
[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

Top URLs in Tweet in G1:
[9] 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:
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=235610
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230576
[8] https://www.datasciencecentral.com/profiles/blogs/iot-s-purview-on-current-environmental-conditions
[8] 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=234020
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=231750
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230851
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=232317
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=236165

Top URLs in Tweet in G3:
[30] https://www.datasciencecentral.com/profiles/blogs/iot-s-purview-on-current-environmental-conditions
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=235610
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=236165
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230576
[1] 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
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=236292

Top URLs in Tweet in G4:
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=235610
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=236292
[3] https://www.datasciencecentral.com/profiles/blogs/iot-s-purview-on-current-environmental-conditions
[1] https://dy.si/oeydWg

Top URLs in Tweet in G5:
[5] https://www.datasciencecentral.com/profiles/blogs/iot-s-purview-on-current-environmental-conditions

Top URLs in Tweet in G6:
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=235610

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[193] datascience
[187] ai
[161] innovation
[134] datascibowl
[73] iot
[59] sustainability
[48] bigdata
[30] data4good
[28] machinelearning
[20] datascientists



Top Hashtags in Tweet in G1:
[90] datascience
[90] ai
[85] innovation
[14] iot
[11] datascibowl
[10] bigdata
[10] machinelearning
[10] ai4good
[10] data4good
[10] datascientists

Top Hashtags in Tweet in G2:
[85] datascibowl
[42] datascience
[41] ai
[27] bigdata
[23] innovation
[20] iot
[16] data4good
[14] machinelearning
[12] earlychildhoodeducation
[12] sustainability

Top Hashtags in Tweet in G3:
[30] iot
[30] sustainability
[22] datascience
[21] datascibowl
[17] ai
[16] innovation
[5] bigdata
[5] earlychildhoodeducation
[1] machinelearning
[1] opendata

Top Hashtags in Tweet in G4:
[35] datascience
[35] ai
[35] innovation
[10] datascibowl
[4] iot
[3] sustainability
[1] machinelearning
[1] bigdata
[1] opendata
[1] iotpl

Top Hashtags in Tweet in G5:
[5] iot
[5] sustainability
[5] bigdata
[3] datascience
[3] ai
[2] machinelearning
[2] iiot
[2] iotpl
[2] datascientists
[2] data4good

Top Hashtags in Tweet in G6:
[5] datascibowl
[1] datascience
[1] ai
[1] innovation

Top Words
Top Words in Tweet in Entire Graph:
[292] kirkdborne
[193] #datascience
[187] #ai
[161] #innovation
[154] fmfrancoise
[153] power
[153] inform
[153] ignite
[153] social
[153] good

Top Words in Tweet in G1:
[90] #datascience
[90] #ai
[86] kirkdborne
[85] power
[85] inform
[85] ignite
[85] social
[85] good
[85] opportunities
[85] inspire

Top Words in Tweet in G2:
[110] kirkdborne
[100] fmfrancoise
[86] nodexl
[85] #datascibowl
[77] chidambara09
[73] boozallen
[70] kaggle
[51] trippbraden
[45] ndroid_techk
[44] llnuxbot

Top Words in Tweet in G3:
[65] kirkdborne
[41] cloudpreacher
[39] fmfrancoise
[33] chidambara09
[30] role
[30] #iot
[30] #sustainability
[30] addressing
[30] current
[30] environmental

Top Words in Tweet in G4:
[35] power
[35] #datascience
[35] #ai
[35] inform
[35] ignite
[35] social
[35] good
[35] opportunities
[35] inspire
[35] drive

Top Words in Tweet in G5:
[5] role
[5] #iot
[5] #sustainability
[5] addressing
[5] current
[5] environmental
[5] conditions
[5] #bigdata
[3] #datascience
[3] #ai

Top Words in Tweet in G6:
[5] #datascibowl
[5] nodexl
[4] twitter
[4] 21
[4] 2020
[4] 10
[4] 09
[4] pm
[4] 235610
[4] graph

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[172] #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:
[88] #datascience,#ai
[85] power,#datascience
[85] #ai,inform
[85] inform,ignite
[85] ignite,social
[85] social,good
[85] good,opportunities
[85] opportunities,inspire
[85] inspire,drive
[85] drive,#innovation

Top Word Pairs in Tweet in G2:
[61] #datascibowl,nodexl
[43] fmfrancoise,#datascibowl
[40] boozallen,kaggle
[32] kirkdborne,boozallen
[30] nodexl,kirkdborne
[28] fmfrancoise,kirkdborne
[28] #datascience,#ai
[28] nodexl,chidambara09
[28] chidambara09,kirkdborne
[25] ssxman2,trippbraden

Top Word Pairs in Tweet in G3:
[30] role,#iot
[30] #iot,#sustainability
[30] #sustainability,addressing
[30] addressing,current
[30] current,environmental
[30] environmental,conditions
[26] increasing,role
[19] fmfrancoise,#datascibowl
[19] #datascibowl,nodexl
[17] #datascience,#ai

Top Word Pairs in Tweet in G4:
[35] power,#datascience
[35] #datascience,#ai
[35] #ai,inform
[35] inform,ignite
[35] ignite,social
[35] social,good
[35] good,opportunities
[35] opportunities,inspire
[35] inspire,drive
[35] drive,#innovation

Top Word Pairs in Tweet in G5:
[5] role,#iot
[5] #iot,#sustainability
[5] #sustainability,addressing
[5] addressing,current
[5] current,environmental
[5] environmental,conditions
[5] conditions,#bigdata
[3] #datascience,#ai
[3] #bigdata,#datasc
[2] #bigdata,#datascience

Top Word Pairs in Tweet in G6:
[4] #datascibowl,twitter
[4] twitter,21
[4] 21,2020
[4] 2020,10
[4] 10,09
[4] 09,pm
[4] pm,235610
[4] 235610,nodexl
[4] nodexl,graph
[4] 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
@chidambara09
@fmfrancoise
@boozallen
@kaggle
@cloudpreacher
@rubiscape
@trippbraden
@ssxman2
@ndroid_techk

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

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

Top Mentioned in G3:
@kirkdborne
@cloudpreacher
@chidambara09
@fmfrancoise
@botnowa
@cardanoae
@fabriciosx
@digitalmktnghub
@danielakeane10
@datasciencebot_

Top Mentioned in G4:
@kirkdborne
@rubiscape
@fmfrancoise
@chidambara09
@cloudpreacher
@ssxman2
@botnowa
@boozallen

Top Mentioned in G5:
@kirkdborne
@cdaitgt
@praxics

Top Mentioned in G6:
@how_sustainable

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
@andrewmorrisuk
@cybersecurityn8
@codegnuts
@friday_js_bot
@fabriciosx
@datasciencebot_
@dailyvigour
@botnowa
@_codenewbiebot

Top Tweeters in G4:
@bot_innovation
@machine_ml
@thomasclone_us
@e_nterdiscipl
@max_lyashko
@chinseunghee
@mky110987
@iotvishal
@fwojtek
@khamaldienn

Top Tweeters in G5:
@sdgsbot
@_oliviabot
@c4d_official
@praxics
@cdaitgt

Top Tweeters in G6:
@gezgintrk
@how_sustainable
@crystallelsa
@hertravelstory

Top Tweeters in G7:
@pbsa


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