#dataSciBowl, Twitter, 1/31/2022 7:49:15 PM, 271048


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#dataSciBowl_2022-01-31_10-42-29.xlsx
#dataSciBowl_2022-01-31_10-42-29.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 31, 2022
Short Description:
#dataSciBowl via NodeXL https://bit.ly/3ITnvVe
@this0499154500
@chidambara09
@eli_krumova
@salhaj
@sgjane1
@fmfrancoise
@nvidiaai
@fluttbot
@jcampsays
@morolswediu

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

Description:
Description
The graph represents a network of 107 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, 31 January 2022 at 18:42 UTC.

The requested start date was Monday, 31 January 2022 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 112-day, 8-hour, 59-minute period from Thursday, 07 October 2021 at 06:54 UTC to Thursday, 27 January 2022 at 15:54 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 : 107
Unique Edges : 402
Edges With Duplicates : 1839
Total Edges : 2241
Number of Edge Types : 5
Retweet : 203
MentionsInRetweet : 1524
Mentions : 488
Replies to : 24
Tweet : 2
Self-Loops : 20
Reciprocated Vertex Pair Ratio : 0.0855855855855856
Reciprocated Edge Ratio : 0.157676348547718
Connected Components : 4
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 104
Maximum Edges in a Connected Component : 2241
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.922152
Graph Density : 0.0637453711867395
Modularity : 0.146539
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 107 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, 31 January 2022 at 18:42 UTC.

The requested start date was Monday, 31 January 2022 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 112-day, 8-hour, 59-minute period from Thursday, 07 October 2021 at 06:54 UTC to Thursday, 27 January 2022 at 15:54 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
[20] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269373
[15] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270600
[14] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269830
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265277
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265865
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=268277
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267770
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=268685
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265337

Top URLs in Tweet in G1:
[20] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266324
[16] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269373
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270600
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269830
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265277
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265865
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=268277
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=268685
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267770
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265337

Top URLs in Tweet in G2:
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266324
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269830
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269373
[3] 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
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270600
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=268277
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=268685
[1] https://datasciencebowl.com/get-smart-resources-for-data-science/

Top URLs in Tweet in G3:
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270600
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265277
[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:
[202] datascibowl
[45] socialmedia
[44] twitter
[40] bigdata
[37] ai
[36] nodexl
[30] datascience
[30] machinelearning
[25] iot
[10] linux



Top Hashtags in Tweet in G1:
[146] datascibowl
[34] socialmedia
[33] twitter
[32] bigdata
[27] nodexl
[25] ai
[22] datascience
[22] machinelearning
[15] iot
[6] linux

Top Hashtags in Tweet in G2:
[44] datascibowl
[11] ai
[10] twitter
[10] socialmedia
[10] iot
[8] nodexl
[7] bigdata
[7] datascience
[7] machinelearning
[4] insurtech

Top Hashtags in Tweet in G3:
[10] datascibowl
[2] gpu
[2] deeplearning
[1] socialmedia
[1] twitter
[1] bigdata
[1] ai
[1] nodexl
[1] datascience
[1] machinelearning

Top Hashtags in Tweet in G4:
[2] datascibowl

Top Words
Top Words in Tweet in Entire Graph:
[244] salhaj
[231] this0499154500
[229] nodexl
[220] chidambara09
[214] fmfrancoise
[202] eli_krumova
[201] #datascibowl
[151] jcampsays
[148] sgjane1
[118] kirkdborne

Top Words in Tweet in G1:
[173] salhaj
[150] fmfrancoise
[145] #datascibowl
[144] nodexl
[138] this0499154500
[136] eli_krumova
[130] chidambara09
[101] jcampsays
[95] sgjane1
[76] kirkdborne

Top Words in Tweet in G2:
[57] nodexl
[51] chidambara09
[49] salhaj
[49] this0499154500
[44] #datascibowl
[42] eli_krumova
[42] fmfrancoise
[32] sgjane1
[29] jcampsays
[23] kirkdborne

Top Words in Tweet in G3:
[27] this0499154500
[24] chidambara09
[22] nodexl
[15] eli_krumova
[14] fmfrancoise
[14] salhaj
[13] jcampsays
[13] sgjane1
[13] nvidiaai
[12] kirkdborne

Top Words in Tweet in G4:
[17] this0499154500
[15] chidambara09
[9] eli_krumova
[8] salhaj
[8] sgjane1
[8] fmfrancoise
[8] nvidiaai
[8] jcampsays
[7] kirkdborne
[6] cedric_o

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[149] #datascibowl,nodexl
[84] sgjane1,fmfrancoise
[79] this0499154500,chidambara09
[72] eli_krumova,salhaj
[70] nodexl,this0499154500
[60] chidambara09,salhaj
[57] this0499154500,eli_krumova
[55] eli_krumova,sgjane1
[49] salhaj,eli_krumova
[46] jcampsays,salhaj

Top Word Pairs in Tweet in G1:
[114] #datascibowl,nodexl
[55] sgjane1,fmfrancoise
[53] this0499154500,chidambara09
[52] nodexl,this0499154500
[49] eli_krumova,salhaj
[39] salhaj,eli_krumova
[38] eli_krumova,sgjane1
[36] jcampsays,salhaj
[34] fmfrancoise,jcampsays
[34] chidambara09,salhaj

Top Word Pairs in Tweet in G2:
[32] #datascibowl,nodexl
[19] sgjane1,fmfrancoise
[17] this0499154500,chidambara09
[16] eli_krumova,salhaj
[16] nodexl,this0499154500
[11] eli_krumova,sgjane1
[11] salhaj,sgjane1
[11] chidambara09,salhaj
[11] chidambara09,eli_krumova
[10] jcampsays,salhaj

Top Word Pairs in Tweet in G3:
[10] this0499154500,eli_krumova
[10] thank,dr
[9] chidambara09,salhaj
[8] this0499154500,chidambara09
[8] top,10
[7] 10,influencers
[7] docassar,gephi
[7] gephi,bendobrown
[7] bendobrown,arcelinobsilva
[7] nodexl,michaelbathurst

Top Word Pairs in Tweet in G4:
[8] this0499154500,eli_krumova
[6] chidambara09,salhaj
[6] chidambara09,this0499154500
[6] this0499154500,cedric_o
[6] cedric_o,lafrenchtech
[6] lafrenchtech,payfit
[6] payfit,sebbourguignon
[6] sebbourguignon,enilev
[6] enilev,albertoemachado
[6] albertoemachado,bluejak3

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

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

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

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

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

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

Top Tweeters in G1:
@chidambara09
@fabriciosx
@andrewmorrisuk
@aprogrammerbot
@codewithtwitchi
@education_24x7
@thecuriousluke
@pythonexpertbot
@botsecx
@lkafle

Top Tweeters in G2:
@gp_pulipaka
@wol
@evasmartai
@theadityapatro
@analytics_699
@boozallen
@ingliguori
@doxyaxone
@mihkal
@flu

Top Tweeters in G3:
@xaelbot
@morolswediu
@hubofml
@fluttbot
@bills_bot
@michaelbathurst
@geraldmuvengei2
@ozerkhalid
@twitter
@hashtagmarketi7

Top Tweeters in G4:
@codedailybot
@ipythonistabot
@coderretweet
@botfordev
@goaidev
@lala35539674
@sebbourguignon
@albertoemachado
@enilev
@ces

Top Tweeters in G5:
@noda
@vya
@sala