#dataSciBowl, Twitter, 9/21/2020 4:10:09 PM, 235610


FAQ | Problem?

#dataSciBowl_2020-09-21_08-16-31.xlsx
#dataSciBowl_2020-09-21_08-16-31.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 21, 2020
Short Description:
#dataSciBowl via NodeXL https://bit.ly/2HoqBX7
@kirkdborne
@rubiscape
@chidambara09
@cloudpreacher
@fmfrancoise
@ssxman2
@boozallen
@trippbraden
@techtrendingnow
@datasciencebot_

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

Description:
Description
The graph represents a network of 156 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, 21 September 2020 at 15:16 UTC.

The requested start date was Monday, 21 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 74-day, 0-hour, 30-minute period from Monday, 06 July 2020 at 20:26 UTC to Friday, 18 September 2020 at 20:56 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 : 156
Unique Edges : 123
Edges With Duplicates : 937
Total Edges : 1060
Number of Edge Types : 5
Retweet : 228
MentionsInRetweet : 636
Mentions : 187
Replies to : 7
Tweet : 2
Self-Loops : 8
Reciprocated Vertex Pair Ratio : 0.0356083086053412
Reciprocated Edge Ratio : 0.0687679083094556
Connected Components : 2
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 155
Maximum Edges in a Connected Component : 1060
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.290531
Graph Density : 0.0144334160463193
Modularity : 0.234435
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 156 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, 21 September 2020 at 15:16 UTC.

The requested start date was Monday, 21 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 74-day, 0-hour, 30-minute period from Monday, 06 July 2020 at 20:26 UTC to Friday, 18 September 2020 at 20:56 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:
[25] https://www.datasciencecentral.com/profiles/blogs/iot-s-purview-on-current-environmental-conditions
[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
[6] 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
[3] https://engage.bah.com/Article/Redirect/502d307f-3182-4299-926d-5813c9abdbaa?uc=30185&g=4427dca7-0e6d-4ffb-8ba1-34d0558f50ec&f=160823

Top URLs in Tweet in G1:
[6] https://www.datasciencecentral.com/profiles/blogs/iot-s-purview-on-current-environmental-conditions
[4] 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:
[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
[6] https://www.datasciencecentral.com/profiles/blogs/iot-s-purview-on-current-environmental-conditions
[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
[1] https://engage.bah.com/Article/Redirect/502d307f-3182-4299-926d-5813c9abdbaa?uc=30185&g=4427dca7-0e6d-4ffb-8ba1-34d0558f50ec&f=160823

Top URLs in Tweet in G3:
[1] https://www.datasciencecentral.com/profiles/blogs/iot-s-purview-on-current-environmental-conditions
[1] https://dy.si/oeydWg

Top URLs in Tweet in G4:
[12] https://www.datasciencecentral.com/profiles/blogs/iot-s-purview-on-current-environmental-conditions

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[176] datascience
[170] ai
[149] innovation
[79] datascibowl
[37] iot
[30] bigdata
[25] sustainability
[23] machinelearning
[23] data4good
[19] earlychildhoodeducation



Top Hashtags in Tweet in G1:
[92] datascience
[92] ai
[89] innovation
[10] iot
[8] datascibowl
[7] bigdata
[7] machinelearning
[7] ai4good
[7] data4good
[7] datascientists

Top Hashtags in Tweet in G2:
[69] datascibowl
[43] datascience
[37] ai
[21] bigdata
[20] innovation
[17] earlychildhoodeducation
[14] machinelearning
[14] data4good
[13] iot
[7] twitter

Top Hashtags in Tweet in G3:
[35] datascience
[35] ai
[35] innovation
[2] iot
[1] sustainability
[1] machinelearning
[1] bigdata
[1] opendata
[1] iotpl
[1] datascientists

Top Hashtags in Tweet in G4:
[12] iot
[12] sustainability
[6] datascience
[6] ai
[5] innovation
[1] bigdata
[1] machinelearning
[1] opendata
[1] iiot
[1] iotpl

Top Words
Top Words in Tweet in Entire Graph:
[213] kirkdborne
[176] #datascience
[170] #ai
[149] #innovation
[146] power
[146] inform
[146] ignite
[146] social
[146] good
[146] opportunities

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

Top Words in Tweet in G2:
[101] kirkdborne
[83] boozallen
[82] kaggle
[75] fmfrancoise
[72] nodexl
[69] #datascibowl
[64] chidambara09
[52] trippbraden
[50] ndroid_techk
[49] pbskids

Top Words in Tweet in G3:
[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 G4:
[12] increasing
[12] role
[12] #iot
[12] #sustainability
[12] addressing
[12] current
[12] environmental
[12] conditions
[11] cloudpreacher
[6] kirkdborne

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

Top Word Pairs in Tweet in G1:
[90] #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:
[50] boozallen,kaggle
[49] #datascibowl,nodexl
[40] kirkdborne,boozallen
[37] fmfrancoise,#datascibowl
[34] nodexl,chidambara09
[34] chidambara09,kirkdborne
[26] ssxman2,trippbraden
[25] #datascience,#ai
[23] llnuxbot,ndroid_techk
[23] fmfrancoise,kirkdborne

Top Word Pairs in Tweet in G3:
[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 G4:
[12] increasing,role
[12] role,#iot
[12] #iot,#sustainability
[12] #sustainability,addressing
[12] addressing,current
[12] current,environmental
[12] environmental,conditions
[11] cloudpreacher,increasing
[6] #datascience,#ai
[5] kirkdborne,power

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
@trippbraden
@pbskids
@ndroid_techk
@llnuxbot
@ssxman2

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

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

Top Mentioned in G3:
@rubiscape
@kirkdborne
@boozallen

Top Mentioned in G4:
@cloudpreacher
@kirkdborne

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

Top Tweeters in G1:
@sectest9
@itknowingness
@cybersecurityn8
@ipfconline1
@joseph_santoro
@corruptpunjab
@topcybernews
@kirkdborne
@athigah
@natashareid95

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

Top Tweeters in G3:
@bot_innovation
@machine_ml
@nvsdata
@max_lyashko
@chinseunghee
@mky110987
@iotvishal
@fwojtek
@khamaldienn
@joydeepmookerje

Top Tweeters in G4:
@andrewmorrisuk
@fernandakellner
@ineelbot
@iperezarnal
@cloudpreacher
@whiteheartvic
@nadiaabouayoub
@bigdatasmb
@cloudxtract
@scaaleriot

Top Tweeters in G5:
@pbsa


We use necessary cookies to make our site work. We’d like to set additional cookies to understand site usage, make site improvements and to remember your settings. We also use cookies set by other sites to help deliver content from their services.