#dataSciBowl, Twitter, 12/13/2021 9:48:12 PM, 268277


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#dataSciBowl_2021-12-13_10-42-29.xlsx
#dataSciBowl_2021-12-13_10-42-29.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 13, 2021
Short Description:
#dataSciBowl via NodeXL https://bit.ly/3ERLMtl
@this0499154500
@chidambara09
@sgjane1
@fmfrancoise
@salhaj
@eli_krumova
@jcampsays
@nvidiaai
@xaelbot
@bills_bot

Top hashtags:
#datascibowl
#twitter
#socialmedia
#bigdata
#ai
#datascience
#machinelearning
#nodexl
#iot

Description:
Description
The graph represents a network of 72 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, 13 December 2021 at 18:42 UTC.

The requested start date was Monday, 13 December 2021 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 63-day, 5-hour, 36-minute period from Thursday, 07 October 2021 at 06:54 UTC to Thursday, 09 December 2021 at 12:31 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 : 72
Unique Edges : 214
Edges With Duplicates : 898
Total Edges : 1112
Number of Edge Types : 5
Retweet : 104
MentionsInRetweet : 737
Mentions : 255
Replies to : 15
Tweet : 1
Self-Loops : 10
Reciprocated Vertex Pair Ratio : 0.072192513368984
Reciprocated Edge Ratio : 0.134663341645885
Connected Components : 4
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 69
Maximum Edges in a Connected Component : 1112
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.909683
Graph Density : 0.0784428794992175
Modularity : 0.14392
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 72 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, 13 December 2021 at 18:42 UTC.

The requested start date was Monday, 13 December 2021 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 63-day, 5-hour, 36-minute period from Thursday, 07 October 2021 at 06:54 UTC to Thursday, 09 December 2021 at 12:31 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:
[25] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266324
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265277
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265865
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267770
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265337
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264740
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=263652
[2] https://www.datasciencecentral.com/profiles/blogs/iot-s-purview-on-current-environmental-conditions
[1] https://datasciencebowl.com/get-smart-resources-for-data-science/
[1] https://twitter.com/salhaj/status/1461410427699609610

Top URLs in Tweet in G1:
[17] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266324
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265277
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265337
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267770
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265865
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=263652
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264740
[1] https://twitter.com/salhaj/status/1461410427699609610

Top URLs in Tweet in G2:
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266324
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265277
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267770
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265865
[1] https://datasciencebowl.com/get-smart-resources-for-data-science/

Top URLs in Tweet in G3:
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265865
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266324
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267770
[2] https://www.datasciencecentral.com/profiles/blogs/iot-s-purview-on-current-environmental-conditions
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265277
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=263652
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264740
[1] https://blogs.nvidia.com/blog/2018/05/09/data-science-bowl-drug-discovery/?ncid=so-twi-tghrtgls-40756

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[109] datascibowl
[23] twitter
[23] socialmedia
[20] bigdata
[18] ai
[14] datascience
[14] machinelearning
[13] nodexl
[10] iot
[7] salesforce



Top Hashtags in Tweet in G1:
[51] datascibowl
[11] twitter
[11] socialmedia
[10] nodexl
[9] bigdata
[4] ces2022
[4] salesforce
[4] top10
[4] influencers
[4] ai

Top Hashtags in Tweet in G2:
[30] datascibowl
[8] ai
[7] twitter
[7] socialmedia
[6] iot
[5] bigdata
[5] datascience
[5] machinelearning
[3] nodexl
[3] insurtech

Top Hashtags in Tweet in G3:
[28] datascibowl
[6] bigdata
[6] datascience
[6] ai
[6] machinelearning
[5] twitter
[5] socialmedia
[3] data4good
[3] gpu
[3] deeplearning

Top Words
Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[75] #datascibowl,nodexl
[46] jcampsays,salhaj
[43] fmfrancoise,jcampsays
[39] nodexl,chidambara09
[37] jcampsays,eli_krumova
[36] chidambara09,fmfrancoise
[35] eli_krumova,salhaj
[33] this0499154500,eli_krumova
[32] sgjane1,kirkdborne
[32] kirkdborne,nvidiaai

Top Word Pairs in Tweet in G1:
[43] #datascibowl,nodexl
[28] fmfrancoise,jcampsays
[27] jcampsays,salhaj
[22] chidambara09,fmfrancoise
[21] jcampsays,eli_krumova
[20] eli_krumova,salhaj
[20] nodexl,chidambara09
[19] salhaj,kirkdborne
[16] salhaj,this0499154500
[15] nodexl,fmfrancoise

Top Word Pairs in Tweet in G2:
[18] #datascibowl,nodexl
[15] thank,dr
[12] this0499154500,eli_krumova
[12] sgjane1,kirkdborne
[12] kirkdborne,nvidiaai
[12] nvidiaai,vyom_srivastava
[11] eli_krumova,jcampsays
[10] top,10
[10] fmfrancoise,this0499154500
[10] nodexl,chidambara09

Top Word Pairs in Tweet in G3:
[14] #datascibowl,nodexl
[10] sgjane1,kirkdborne
[10] kirkdborne,nvidiaai
[10] nvidiaai,vyom_srivastava
[9] nodexl,chidambara09
[9] jcampsays,salhaj
[8] kirkdborne,fmfrancoise
[8] fmfrancoise,cloudpreacher
[8] cloudpreacher,sgjane1
[8] eli_krumova,jcampsays

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@fmfrancoise
@chidambara09
@jcampsays
@salhaj
@eli_krumova
@this0499154500
@kirkdborne
@sgjane1
@vyom_srivastava
@nvidiaai

Top Mentioned in G1:
@fmfrancoise
@jcampsays
@salhaj
@eli_krumova
@chidambara09
@kirkdborne
@this0499154500
@vyom_srivastava
@sgjane1
@nodexl

Top Mentioned in G2:
@chidambara09
@this0499154500
@fmfrancoise
@jcampsays
@salhaj
@eli_krumova
@kirkdborne
@nodexl
@sgjane1
@nvidiaai

Top Mentioned in G3:
@chidambara09
@fmfrancoise
@jcampsays
@kirkdborne
@salhaj
@eli_krumova
@this0499154500
@sgjane1
@nvidiaai
@vyom_srivastava

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@xaelbot
@codedailybot
@morolswediu
@coderretweet
@hubofml
@fabriciosx
@andrewmorrisuk
@fluttbot
@education_24x7

Top Tweeters in G1:
@chidambara09
@fabriciosx
@andrewmorrisuk
@thecuriousluke
@lkafle
@fmfrancoise
@botsecx
@junjudapi
@e_nterdiscipl
@prometheus_bot

Top Tweeters in G2:
@xaelbot
@codedailybot
@morolswediu
@bills_bot
@michaelbathurst
@geraldmuvengei2
@ozerkhalid
@boozallen
@twitter
@nodexl

Top Tweeters in G3:
@coderretweet
@hubofml
@fluttbot
@education_24x7
@2bftawfik
@greentechdon
@salhaj
@kirkdborne
@bot_flutter
@sprint_code

Top Tweeters in G4:
@noda
@vya
@sala


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