#dataSciBowl, Twitter, 1/10/2022 9:31:26 PM, 269830


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#dataSciBowl_2022-01-10_10-42-30.xlsx
#dataSciBowl_2022-01-10_10-42-30.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 10, 2022
Short Description:
#dataSciBowl via NodeXL https://bit.ly/3qcO5SX
@this0499154500
@chidambara09
@eli_krumova
@salhaj
@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 94 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, 10 January 2022 at 18:42 UTC.

The requested start date was Monday, 10 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 90-day, 15-hour, 39-minute period from Thursday, 07 October 2021 at 06:54 UTC to Wednesday, 05 January 2022 at 22:34 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 : 94
Unique Edges : 293
Edges With Duplicates : 1397
Total Edges : 1690
Number of Edge Types : 5
Mentions : 376
MentionsInRetweet : 1137
Retweet : 155
Replies to : 20
Tweet : 2
Self-Loops : 15
Reciprocated Vertex Pair Ratio : 0.0815533980582524
Reciprocated Edge Ratio : 0.1508078994614
Connected Components : 4
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 91
Maximum Edges in a Connected Component : 1690
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.930685
Graph Density : 0.06371539693434
Modularity : 0.115187
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 94 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, 10 January 2022 at 18:42 UTC.

The requested start date was Monday, 10 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 90-day, 15-hour, 39-minute period from Thursday, 07 October 2021 at 06:54 UTC to Wednesday, 05 January 2022 at 22:34 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
[15] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269373
[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
[3] https://twitter.com/salhaj/status/1471576655709806594
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264740

Top URLs in Tweet in G1:
[16] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266324
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269373
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265277
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=268277
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=268685
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267770
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265337
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265865
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=263652
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264740

Top URLs in Tweet in G2:
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266324
[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=268277
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269373
[3] https://twitter.com/salhaj/status/1471576655709806594
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=268685
[1] https://datasciencebowl.com/get-smart-resources-for-data-science/
[1] https://twitter.com/salhaj/status/1461410427699609610

Top URLs in Tweet in G3:
[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=265277

Top URLs in Tweet in G4:
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265865
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266324
[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=267770

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[156] datascibowl
[35] twitter
[35] socialmedia
[30] bigdata
[29] ai
[27] nodexl
[23] datascience
[23] machinelearning
[21] iot
[9] salesforce



Top Hashtags in Tweet in G1:
[92] datascibowl
[22] twitter
[22] socialmedia
[19] bigdata
[16] nodexl
[14] ai
[12] datascience
[12] machinelearning
[7] iot
[5] salesforce

Top Hashtags in Tweet in G2:
[40] datascibowl
[14] ai
[13] twitter
[13] socialmedia
[12] iot
[11] nodexl
[10] bigdata
[10] datascience
[10] machinelearning
[4] insurtech

Top Hashtags in Tweet in G3:
[9] datascibowl
[2] gpu
[2] deeplearning

Top Hashtags in Tweet in G4:
[15] datascibowl
[3] data4good
[2] iot
[2] sustainability
[1] top10
[1] influencers
[1] gpu
[1] deeplearning
[1] bigdata
[1] datascience

Top Words
Top Words in Tweet in Entire Graph:
[193] salhaj
[182] nodexl
[178] fmfrancoise
[166] this0499154500
[166] chidambara09
[155] eli_krumova
[155] #datascibowl
[131] jcampsays
[109] kirkdborne
[101] sgjane1

Top Words in Tweet in G1:
[115] salhaj
[100] fmfrancoise
[96] nodexl
[92] #datascibowl
[82] eli_krumova
[77] this0499154500
[74] chidambara09
[64] jcampsays
[46] sgjane1
[46] kirkdborne

Top Words in Tweet in G2:
[50] nodexl
[49] chidambara09
[46] salhaj
[44] this0499154500
[42] eli_krumova
[42] fmfrancoise
[40] #datascibowl
[34] jcampsays
[29] kirkdborne
[27] sgjane1

Top Words in Tweet in G3:
[28] this0499154500
[26] nodexl
[23] chidambara09
[16] eli_krumova
[16] fmfrancoise
[16] kirkdborne
[15] salhaj
[15] nvidiaai
[15] jcampsays
[15] thank

Top Words in Tweet in G4:
[20] chidambara09
[20] fmfrancoise
[18] jcampsays
[18] kirkdborne
[17] salhaj
[17] this0499154500
[15] eli_krumova
[14] #datascibowl
[14] sgjane1
[11] nvidiaai

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[112] #datascibowl,nodexl
[54] chidambara09,salhaj
[48] this0499154500,eli_krumova
[48] sgjane1,fmfrancoise
[46] jcampsays,salhaj
[45] eli_krumova,sgjane1
[45] this0499154500,chidambara09
[43] fmfrancoise,jcampsays
[42] salhaj,this0499154500
[40] salhaj,eli_krumova

Top Word Pairs in Tweet in G1:
[75] #datascibowl,nodexl
[29] sgjane1,fmfrancoise
[28] salhaj,eli_krumova
[27] nodexl,this0499154500
[27] this0499154500,chidambara09
[26] jcampsays,salhaj
[24] eli_krumova,sgjane1
[24] chidambara09,salhaj
[24] salhaj,#datascibowl
[24] fmfrancoise,jcampsays

Top Word Pairs in Tweet in G2:
[27] #datascibowl,nodexl
[14] fmfrancoise,jcampsays
[14] jcampsays,salhaj
[13] salhaj,this0499154500
[13] chidambara09,salhaj
[12] eli_krumova,sgjane1
[12] sgjane1,fmfrancoise
[11] nodexl,chidambara09
[11] chidambara09,fmfrancoise
[11] this0499154500,eli_krumova

Top Word Pairs in Tweet in G3:
[15] thank,dr
[13] chidambara09,salhaj
[13] this0499154500,eli_krumova
[11] top,10
[10] 10,influencers
[9] salhaj,fmfrancoise
[9] fmfrancoise,this0499154500
[9] eli_krumova,jcampsays
[9] jcampsays,sgjane1
[9] sgjane1,kirkdborne

Top Word Pairs in Tweet in G4:
[9] #datascibowl,nodexl
[7] top,10
[6] jcampsays,salhaj
[6] kirkdborne,fmfrancoise
[6] fmfrancoise,cloudpreacher
[6] cloudpreacher,sgjane1
[6] nodexl,chidambara09
[5] fmfrancoise,jcampsays
[5] chidambara09,this0499154500
[5] sgjane1,kirkdborne

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

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

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

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

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

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

Top Tweeters in G1:
@chidambara09
@fabriciosx
@thecuriousluke
@pythonexpertbot
@lkafle
@botsecx
@2bftawfik
@fmfrancoise
@salhaj
@junjudapi

Top Tweeters in G2:
@andrewmorrisuk
@nvsdata
@gp_pulipaka
@betamoroney
@eli_krumova
@wol
@enilev
@evasmartai
@theadityapatro
@analytics_699

Top Tweeters in G3:
@xaelbot
@codedailybot
@morolswediu
@coderretweet
@hubofml
@fluttbot
@bills_bot
@michaelbathurst
@geraldmuvengei2
@ozerkhalid

Top Tweeters in G4:
@ipythonistabot
@aprogrammerbot
@education_24x7
@greentechdon
@goaidev
@kirkdborne
@lala35539674
@sprint_code
@bot_flutter
@kelloggschool

Top Tweeters in G5:
@noda
@vya
@sala


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