#dataSciBowl, Twitter, 12/20/2021 7:22:06 PM, 268685


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#dataSciBowl_2021-12-20_10-42-29.xlsx
#dataSciBowl_2021-12-20_10-42-29.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 20, 2021
Short Description:
#dataSciBowl via NodeXL https://bit.ly/3GY8Gjb
@this0499154500
@chidambara09
@salhaj
@eli_krumova
@sgjane1
@fmfrancoise
@fluttbot
@nvidiaai
@jcampsays
@kirkdborne

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

Description:
Description
The graph represents a network of 87 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, 20 December 2021 at 18:42 UTC.

The requested start date was Monday, 20 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 71-day, 18-hour, 46-minute period from Thursday, 07 October 2021 at 06:54 UTC to Saturday, 18 December 2021 at 01:41 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 : 87
Unique Edges : 253
Edges With Duplicates : 1081
Total Edges : 1334
Number of Edge Types : 5
MentionsInRetweet : 883
Mentions : 310
Retweet : 122
Replies to : 18
Tweet : 1
Self-Loops : 11
Reciprocated Vertex Pair Ratio : 0.0751708428246014
Reciprocated Edge Ratio : 0.139830508474576
Connected Components : 4
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 84
Maximum Edges in a Connected Component : 1334
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.955215
Graph Density : 0.0630847367014167
Modularity : 0.134407
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 87 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, 20 December 2021 at 18:42 UTC.

The requested start date was Monday, 20 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 71-day, 18-hour, 46-minute period from Thursday, 07 October 2021 at 06:54 UTC to Saturday, 18 December 2021 at 01:41 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=268277
[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://twitter.com/salhaj/status/1471576655709806594

Top URLs in Tweet in G1:
[16] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266324
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265277
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267770
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265865
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=268277
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265337
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=263652
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264740

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
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=268277
[1] https://datasciencebowl.com/get-smart-resources-for-data-science/

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

Top URLs in Tweet in G4:
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266324
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=268277
[1] https://twitter.com/salhaj/status/1471576655709806594
[1] https://twitter.com/salhaj/status/1461410427699609610
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265865
[1] https://www.datasciencecentral.com/profiles/blogs/iot-s-purview-on-current-environmental-conditions

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[123] datascibowl
[27] twitter
[27] socialmedia
[23] bigdata
[21] ai
[19] nodexl
[16] datascience
[16] machinelearning
[14] iot
[8] salesforce



Top Hashtags in Tweet in G1:
[70] datascibowl
[17] twitter
[17] socialmedia
[15] bigdata
[11] nodexl
[9] ai
[8] datascience
[8] machinelearning
[4] ces2022
[4] salesforce

Top Hashtags in Tweet in G2:
[33] datascibowl
[9] ai
[8] twitter
[8] socialmedia
[8] iot
[6] nodexl
[5] bigdata
[5] datascience
[5] machinelearning
[4] insurtech

Top Hashtags in Tweet in G3:
[13] datascibowl
[3] gpu
[3] deeplearning
[2] data4good
[1] iot
[1] sustainability
[1] top10
[1] influencers

Top Hashtags in Tweet in G4:
[7] datascibowl
[3] bigdata
[3] ai
[3] datascience
[3] machinelearning
[3] iotpl
[2] twitter
[2] socialmedia
[2] nodexl
[2] iot

Top Words
Top Words in Tweet in Entire Graph:
[154] nodexl
[142] salhaj
[141] fmfrancoise
[129] chidambara09
[127] this0499154500
[122] #datascibowl
[116] eli_krumova
[113] jcampsays
[90] kirkdborne
[64] sgjane1

Top Words in Tweet in G1:
[84] salhaj
[81] fmfrancoise
[77] nodexl
[70] #datascibowl
[60] eli_krumova
[60] jcampsays
[56] this0499154500
[56] chidambara09
[40] kirkdborne
[25] sgjane1

Top Words in Tweet in G2:
[58] nodexl
[43] chidambara09
[42] this0499154500
[34] fmfrancoise
[33] salhaj
[33] #datascibowl
[31] eli_krumova
[29] jcampsays
[25] kirkdborne
[20] sgjane1

Top Words in Tweet in G3:
[15] fmfrancoise
[14] chidambara09
[14] this0499154500
[13] jcampsays
[13] salhaj
[12] #datascibowl
[12] eli_krumova
[12] kirkdborne
[11] nvidiaai
[10] sgjane1

Top Words in Tweet in G4:
[16] chidambara09
[15] this0499154500
[13] eli_krumova
[13] kirkdborne
[12] salhaj
[11] fmfrancoise
[11] jcampsays
[10] nodexl
[9] sgjane1
[8] nvidiaai

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

Top Word Pairs in Tweet in G1:
[57] #datascibowl,nodexl
[26] jcampsays,salhaj
[25] nodexl,chidambara09
[25] fmfrancoise,jcampsays
[23] chidambara09,fmfrancoise
[22] jcampsays,eli_krumova
[22] eli_krumova,salhaj
[19] salhaj,kirkdborne
[17] salhaj,this0499154500
[16] nodexl,fmfrancoise

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

Top Word Pairs in Tweet in G3:
[7] sgjane1,kirkdborne
[7] kirkdborne,nvidiaai
[7] nvidiaai,vyom_srivastava
[6] jcampsays,salhaj
[5] chidambara09,this0499154500
[5] top,10
[5] #datascibowl,nodexl
[5] fmfrancoise,jcampsays
[4] eli_krumova,jcampsays
[4] jcampsays,eli_krumova

Top Word Pairs in Tweet in G4:
[5] this0499154500,chidambara09
[5] sgjane1,kirkdborne
[5] kirkdborne,nvidiaai
[5] nvidiaai,vyom_srivastava
[4] #datascibowl,nodexl
[4] eli_krumova,jcampsays
[4] chidambara09,salhaj
[4] top,10
[4] fmfrancoise,jcampsays
[4] jcampsays,salhaj

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

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

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

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

Top Mentioned in G4:
@chidambara09
@this0499154500
@eli_krumova
@kirkdborne
@fmfrancoise
@salhaj
@jcampsays
@sgjane1
@nvidiaai
@nodexl

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
@education_24x7
@thecuriousluke
@pythonexpertbot
@lkafle
@greentechdon
@botsecx
@fmfrancoise

Top Tweeters in G2:
@xaelbot
@codedailybot
@morolswediu
@bills_bot
@michaelbathurst
@betamoroney
@geraldmuvengei2
@enilev
@evasmartai
@ozerkhalid

Top Tweeters in G3:
@coderretweet
@hubofml
@2bftawfik
@kirkdborne
@sprint_code
@bot_flutter
@kelloggschool
@runclouds
@sgjane1
@nvidiaai

Top Tweeters in G4:
@fluttbot
@lala35539674
@gp_pulipaka
@eli_krumova
@theadityapatro
@ingliguori
@cloudpreacher
@nod
@nodexl_mktng
@apdatascience

Top Tweeters in G5:
@noda
@vya
@sala


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