#dataSciBowl, Twitter, 10/27/2020 6:32:32 PM, 238926


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#dataSciBowl_2020-10-27_08-37-21.xlsx
#dataSciBowl_2020-10-27_08-37-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 27, 2020
Short Description:
#dataSciBowl via NodeXL https://bit.ly/3mtAH8k
@kirkdborne
@rubiscape
@cloudpreacher
@chidambara09
@fmfrancoise
@how_sustainable
@botnowa
@ssxman2
@cdaitgt
@pansares

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

Description:
Description
The graph represents a network of 175 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 Tuesday, 27 October 2020 at 15:37 UTC.

The requested start date was Monday, 26 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 77-day, 0-hour, 30-minute period from Monday, 03 August 2020 at 22:28 UTC to Monday, 19 October 2020 at 22:58 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 : 175
Unique Edges : 188
Edges With Duplicates : 1163
Total Edges : 1351
Number of Edge Types : 5
MentionsInRetweet : 834
Mentions : 198
Retweet : 309
Tweet : 4
Replies to : 6
Self-Loops : 9
Reciprocated Vertex Pair Ratio : 0.0627705627705628
Reciprocated Edge Ratio : 0.118126272912424
Connected Components : 2
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 174
Maximum Edges in a Connected Component : 1351
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.255186
Graph Density : 0.0161247947454844
Modularity : 0.187856
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 175 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 Tuesday, 27 October 2020 at 15:37 UTC.

The requested start date was Monday, 26 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 77-day, 0-hour, 30-minute period from Monday, 03 August 2020 at 22:28 UTC to Monday, 19 October 2020 at 22:58 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
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=236165
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=232807
[9] https://dy.si/oeydWg
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=236292
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=233394
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=237813
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=231750
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=238244

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

Top URLs in Tweet in G2:
[17] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=235610
[9] https://www.datasciencecentral.com/profiles/blogs/iot-s-purview-on-current-environmental-conditions
[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=231750
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=234020
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=236292
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=238244
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=236165
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=232317

Top URLs in Tweet in G3:
[27] https://www.datasciencecentral.com/profiles/blogs/iot-s-purview-on-current-environmental-conditions
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=236165
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=235610
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=238244

Top URLs in Tweet in G4:
[3] https://www.datasciencecentral.com/profiles/blogs/iot-s-purview-on-current-environmental-conditions
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=237813
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=236292
[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:
[201] ai
[201] datascience
[185] innovation
[123] datascibowl
[76] iot
[62] sustainability
[43] bigdata
[28] data4good
[23] machinelearning
[16] datascientists



Top Hashtags in Tweet in G1:
[105] datascience
[105] ai
[101] innovation
[19] iot
[13] datascibowl
[12] bigdata
[12] machinelearning
[12] ai4good
[12] data4good
[12] datascientists

Top Hashtags in Tweet in G2:
[84] datascibowl
[38] ai
[37] datascience
[29] innovation
[21] iot
[21] bigdata
[16] sustainability
[12] data4good
[7] earlychildhoodeducation
[7] machinelearning

Top Hashtags in Tweet in G3:
[27] iot
[27] sustainability
[17] datascience
[16] ai
[15] innovation
[12] datascibowl
[4] bigdata
[1] earlychildhoodeducation
[1] machinelearning
[1] opendata

Top Hashtags in Tweet in G4:
[38] datascience
[38] ai
[38] innovation
[7] 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:
[280] kirkdborne
[201] #ai
[201] #datascience
[185] #innovation
[174] power
[174] inform
[174] ignite
[174] social
[174] good
[174] opportunities

Top Words in Tweet in G1:
[105] #datascience
[105] #ai
[101] power
[101] inform
[101] ignite
[101] social
[101] good
[101] opportunities
[101] inspire
[101] drive

Top Words in Tweet in G2:
[105] fmfrancoise
[102] kirkdborne
[84] #datascibowl
[77] nodexl
[73] chidambara09
[48] ssxman2
[43] boozallen
[42] cloudpreacher
[41] kaggle
[38] #ai

Top Words in Tweet in G3:
[46] kirkdborne
[36] cloudpreacher
[27] role
[27] #iot
[27] #sustainability
[27] addressing
[27] current
[27] environmental
[27] conditions
[26] fmfrancoise

Top Words in Tweet in G4:
[38] power
[38] #datascience
[38] #ai
[38] inform
[38] ignite
[38] social
[38] good
[38] opportunities
[38] inspire
[38] 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:
[194] #datascience,#ai
[174] power,#datascience
[174] #ai,inform
[174] inform,ignite
[174] ignite,social
[174] social,good
[174] good,opportunities
[174] opportunities,inspire
[174] inspire,drive
[174] drive,#innovation

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

Top Word Pairs in Tweet in G2:
[67] #datascibowl,nodexl
[51] fmfrancoise,#datascibowl
[46] nodexl,kirkdborne
[34] kirkdborne,rubiscape
[32] #datascience,#ai
[30] rubiscape,chidambara09
[30] chidambara09,cloudpreacher
[29] kirkdborne,boozallen
[27] boozallen,kaggle
[26] ssxman2,trippbraden

Top Word Pairs in Tweet in G3:
[27] role,#iot
[27] #iot,#sustainability
[27] #sustainability,addressing
[27] addressing,current
[27] current,environmental
[27] environmental,conditions
[24] increasing,role
[16] #datascience,#ai
[15] kirkdborne,power
[15] power,#datascience

Top Word Pairs in Tweet in G4:
[38] power,#datascience
[38] #datascience,#ai
[38] #ai,inform
[38] inform,ignite
[38] ignite,social
[38] social,good
[38] good,opportunities
[38] opportunities,inspire
[38] inspire,drive
[38] 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
@fmfrancoise
@chidambara09
@cloudpreacher
@rubiscape
@boozallen
@ssxman2
@kaggle
@botnowa
@trippbraden

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

Top Mentioned in G2:
@kirkdborne
@fmfrancoise
@chidambara09
@ssxman2
@boozallen
@cloudpreacher
@kaggle
@rubiscape
@trippbraden
@pbskids

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

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

Top Mentioned in G5:
@kirkdborne
@cdaitgt
@praxics

Top Mentioned in G6:
@how_sustainable

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@chidambara09
@itknowingness
@calcaware
@cybersecurityn8
@andrewmorrisuk
@bot_innovation
@llnuxbot
@codegnuts
@ssxman2

Top Tweeters in G1:
@itknowingness
@thecuriousluke
@ipfconline1
@greentechdon
@joseph_santoro
@corruptpunjab
@topcybernews
@athigah
@kirkdborne
@natashareid95

Top Tweeters in G2:
@chidambara09
@llnuxbot
@ssxman2
@trippbraden
@techtrendingnow
@fmfrancoise
@datasciencebot_
@developersbot
@nvsdata
@mark3ds

Top Tweeters in G3:
@sectest9
@cybersecurityn8
@andrewmorrisuk
@codegnuts
@fabriciosx
@friday_js_bot
@botnowa
@dailyvigour
@_codenewbiebot
@fernandakellner

Top Tweeters in G4:
@calcaware
@bot_innovation
@machine_ml
@thomasclone_us
@manifattura40
@e_nterdiscipl
@max_lyashko
@chinseunghee
@iotvishal
@mky110987

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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