#dataSciBowl, Twitter, 4/25/2022 9:09:13 PM, 275542


FAQ | Problem?

#dataSciBowl_2022-04-25_11-30-01.xlsx
#dataSciBowl_2022-04-25_11-30-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 25, 2022
Short Description:
#dataSciBowl via NodeXL https://bit.ly/3kdL94s
@chidambara09
@this0499154500
@eli_krumova
@salhaj
@fmfrancoise
@morolswediu
@sgjane1
@docassar
@fluttbot
@jcampsays

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

Description:
Description
The graph represents a network of 76 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, 25 April 2022 at 18:30 UTC.

The requested start date was Monday, 25 April 2022 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 86-day, 20-hour, 28-minute period from Monday, 03 January 2022 at 21:20 UTC to Thursday, 31 March 2022 at 17:48 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 : 76
Unique Edges : 343
Edges With Duplicates : 1625
Total Edges : 1968
Number of Edge Types : 5
MentionsInRetweet : 1360
Mentions : 417
Retweet : 172
Replies to : 16
Tweet : 3
Self-Loops : 17
Reciprocated Vertex Pair Ratio : 0.0738007380073801
Reciprocated Edge Ratio : 0.13745704467354
Connected Components : 2
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 75
Maximum Edges in a Connected Component : 1967
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.791326
Graph Density : 0.102105263157895
Modularity : 0.133805
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 76 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, 25 April 2022 at 18:30 UTC.

The requested start date was Monday, 25 April 2022 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 86-day, 20-hour, 28-minute period from Monday, 03 January 2022 at 21:20 UTC to Thursday, 31 March 2022 at 17:48 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:
[28] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272740
[20] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270600
[20] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269373
[16] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=273916
[14] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269830
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=271048
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272114
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=268685
[2] https://twitter.com/salhaj/status/1471576655709806594
[1] https://geekyhumans.com/de/20-javascript-libraries-to-design-graphs-and-charts/

Top URLs in Tweet in G1:
[21] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272740
[17] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270600
[16] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269373
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=273916
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269830
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272114
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=271048
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=268685
[2] https://twitter.com/salhaj/status/1471576655709806594
[1] https://twitter.com/salhaj/status/1488893045420572679

Top URLs in Tweet in G3:
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272740
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269830
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269373
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=273916
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270600
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=271048

Top URLs in Tweet in G4:
[1] https://geekyhumans.com/de/20-javascript-libraries-to-design-graphs-and-charts/

Top Domains
Top Domains in Tweet in Entire Graph:
[117] nodexlgraphgallery.org
[7] twitter.com
[1] geekyhumans.com

Top Domains in Tweet in G1:
[93] nodexlgraphgallery.org
[7] twitter.com

Top Domains in Tweet in G3:
[24] nodexlgraphgallery.org

Top Domains in Tweet in G4:
[1] geekyhumans.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[179] datascibowl
[44] nodexl
[44] socialmedia
[39] bigdata
[38] twitter
[37] ai
[33] datascience
[30] machinelearning
[14] iot
[10] flutter



Top Hashtags in Tweet in G1:
[139] datascibowl
[40] nodexl
[40] socialmedia
[36] bigdata
[34] twitter
[31] ai
[30] datascience
[27] machinelearning
[10] iot
[9] flutter

Top Hashtags in Tweet in G2:
[9] datascibowl

Top Hashtags in Tweet in G3:
[30] datascibowl
[4] twitter
[4] socialmedia
[4] ai
[4] nodexl
[3] bigdata
[3] datascience
[3] machinelearning
[3] iot
[2] influencers

Top Hashtags in Tweet in G4:
[2] ai
[1] cloudcomputing
[1] datascibowl
[1] data4good
[1] 5g
[1] enterprise
[1] pwc
[1] iot
[1] iiot

Top Words
Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[157] sgjane1,fmfrancoise
[128] #datascibowl,nodexl
[118] nodexl,this0499154500
[117] this0499154500,chidambara09
[117] eli_krumova,sgjane1
[99] chidambara09,eli_krumova
[72] eli_krumova,salhaj
[71] jcampsays,morolswediu
[68] this0499154500,eli_krumova
[62] fmfrancoise,salhaj

Top Word Pairs in Tweet in G1:
[108] sgjane1,fmfrancoise
[103] #datascibowl,nodexl
[94] nodexl,this0499154500
[93] this0499154500,chidambara09
[80] eli_krumova,sgjane1
[78] chidambara09,eli_krumova
[52] eli_krumova,salhaj
[49] fmfrancoise,salhaj
[48] jcampsays,morolswediu
[38] salhaj,fluttbot

Top Word Pairs in Tweet in G2:
[22] this0499154500,eli_krumova
[22] sgjane1,fmfrancoise
[20] fmfrancoise,nvidiaai
[20] nvidiaai,fluttbot
[20] fluttbot,jcampsays
[18] eli_krumova,sgjane1
[16] chidambara09,salhaj
[16] salhaj,this0499154500
[14] jcampsays,morolswediu
[9] morolswediu,#datascibowl

Top Word Pairs in Tweet in G3:
[27] sgjane1,fmfrancoise
[25] #datascibowl,nodexl
[24] nodexl,this0499154500
[24] this0499154500,chidambara09
[21] chidambara09,eli_krumova
[19] eli_krumova,sgjane1
[16] eli_krumova,salhaj
[11] chidambara09,salhaj
[11] fmfrancoise,salhaj
[11] docassar,#datascibowl

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

Top Mentioned in G1:
@this0499154500
@eli_krumova
@salhaj
@chidambara09
@sgjane1
@fmfrancoise
@fluttbot
@nvidiaai
@jcampsays
@morolswediu

Top Mentioned in G2:
@chidambara09
@this0499154500
@salhaj
@eli_krumova
@sgjane1
@fmfrancoise
@nvidiaai
@fluttbot
@jcampsays
@morolswediu

Top Mentioned in G3:
@this0499154500
@chidambara09
@salhaj
@eli_krumova
@sgjane1
@fmfrancoise
@docassar
@fluttbot
@nvidiaai
@jcampsays

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@xaelbot
@codedailybot
@ipythonistabot
@morolswediu
@coderretweet
@fabriciosx
@fluttbot
@botsecx
@azuerbot

Top Tweeters in G1:
@chidambara09
@fabriciosx
@fluttbot
@botsecx
@azuerbot
@thecuriousluke
@botfemale
@_reactdev
@xeronbot
@pythonroboto

Top Tweeters in G2:
@xaelbot
@codedailybot
@ipythonistabot
@morolswediu
@coderretweet
@aprogrammerbot
@codewithtwitchi
@bills_bot
@goaidev
@botfordev

Top Tweeters in G3:
@mjoehlerich
@procurementstar
@procurement2030
@supplychain2030
@ingcolombo
@this0499154500
@twitter
@moro

Top Tweeters in G4:
@vyom_srivastava