#dataSciBowl, Twitter, 12/6/2021 6:45:41 PM, 267770


FAQ | Problem?

#dataSciBowl_2021-12-06_10-42-30.xlsx
#dataSciBowl_2021-12-06_10-42-30.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 06, 2021
Short Description:
#dataSciBowl via NodeXL https://bit.ly/3lH10tz
@chidambara09
@fmfrancoise
@this0499154500
@eli_krumova
@jcampsays
@salhaj
@sgjane1
@kirkdborne
@nvidiaai
@vyom_srivastava

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

Description:
Description
The graph represents a network of 78 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, 06 December 2021 at 18:42 UTC.

The requested start date was Monday, 06 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 76-day, 4-hour, 14-minute period from Tuesday, 07 September 2021 at 14:28 UTC to Monday, 22 November 2021 at 18:43 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 : 78
Unique Edges : 253
Edges With Duplicates : 907
Total Edges : 1160
Number of Edge Types : 5
Mentions : 274
MentionsInRetweet : 764
Retweet : 108
Tweet : 1
Replies to : 13
Self-Loops : 6
Reciprocated Vertex Pair Ratio : 0.0951219512195122
Reciprocated Edge Ratio : 0.173719376391982
Connected Components : 3
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 76
Maximum Edges in a Connected Component : 1160
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 1.947715
Graph Density : 0.0747585747585748
Modularity : 0.111233
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 78 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, 06 December 2021 at 18:42 UTC.

The requested start date was Monday, 06 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 76-day, 4-hour, 14-minute period from Tuesday, 07 September 2021 at 14:28 UTC to Monday, 22 November 2021 at 18:43 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
[16] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261324
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265277
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265865
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265337
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=249876
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262502
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261927
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=263007
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264740

Top URLs in Tweet in G1:
[17] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266324
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265277
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265865
[1] https://datasciencebowl.com/get-smart-resources-for-data-science/
[1] https://twitter.com/salhaj/status/1461410427699609610
[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=265337

Top URLs in Tweet in G2:
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266324
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265865
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265277
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261324
[1] https://twitter.com/MarsPetcareUS/status/1435631240271568899
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261927
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262502
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=263652
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264740
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=263007

Top URLs in Tweet in G3:
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261324

Top URLs in Tweet in G4:
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261324
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=249876
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265277
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265337
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265865
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266324

Top URLs in Tweet in G5:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261324
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265277
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261927
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265865
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266324
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262502
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265337
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=263007
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=263652
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264740

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[121] datascibowl
[24] bigdata
[21] twitter
[21] socialmedia
[17] ai
[17] datascience
[15] machinelearning
[9] innovation
[8] nodexl
[6] top10



Top Hashtags in Tweet in G1:
[40] datascibowl
[5] bigdata
[5] datascience
[5] ai
[5] machinelearning
[4] twitter
[4] socialmedia
[4] top10
[4] influencers
[3] data4good

Top Hashtags in Tweet in G2:
[30] datascibowl
[9] bigdata
[9] ai
[9] datascience
[8] machinelearning
[7] twitter
[7] socialmedia
[5] innovation
[1] 100daysofcode
[1] python

Top Hashtags in Tweet in G3:
[5] datascibowl

Top Hashtags in Tweet in G4:
[17] datascibowl
[3] ai
[3] datascience
[3] innovation
[3] bigdata
[2] twitter
[2] socialmedia
[2] machinelearning
[1] data4good
[1] iot

Top Hashtags in Tweet in G5:
[29] datascibowl
[8] twitter
[8] socialmedia
[7] nodexl
[7] bigdata
[4] ces2022
[3] linkedin
[3] salesforce
[2] linux
[2] flutter

Top Words
Top Words in Tweet in Entire Graph:
[159] salhaj
[151] fmfrancoise
[121] #datascibowl
[120] chidambara09
[116] eli_krumova
[111] kirkdborne
[108] nodexl
[105] jcampsays
[69] vyom_srivastava
[62] this0499154500

Top Words in Tweet in G1:
[48] fmfrancoise
[48] salhaj
[44] chidambara09
[41] jcampsays
[40] #datascibowl
[37] this0499154500
[35] eli_krumova
[31] nodexl
[29] kirkdborne
[17] sgjane1

Top Words in Tweet in G2:
[30] #datascibowl
[24] fmfrancoise
[21] salhaj
[20] nodexl
[20] chidambara09
[18] jcampsays
[17] kirkdborne
[13] eli_krumova
[10] this0499154500
[9] #bigdata

Top Words in Tweet in G3:
[28] salhaj
[23] chidambara09
[23] kirkdborne
[23] fmfrancoise
[23] eli_krumova
[21] vyom_srivastava
[18] jcampsays
[16] andrewmorrisuk
[16] xaelbot
[15] dr

Top Words in Tweet in G4:
[17] #datascibowl
[17] salhaj
[16] fmfrancoise
[14] nodexl
[14] chidambara09
[13] kirkdborne
[13] eli_krumova
[8] vyom_srivastava
[6] aâ
[4] jcampsays

Top Words in Tweet in G5:
[45] salhaj
[40] fmfrancoise
[38] nodexl
[32] eli_krumova
[29] kirkdborne
[29] #datascibowl
[24] jcampsays
[19] chidambara09
[17] vyom_srivastava
[15] congrats

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[91] #datascibowl,nodexl
[63] salhaj,kirkdborne
[54] eli_krumova,salhaj
[49] nodexl,chidambara09
[43] kirkdborne,fmfrancoise
[42] fmfrancoise,jcampsays
[41] jcampsays,salhaj
[41] fmfrancoise,eli_krumova
[37] jcampsays,eli_krumova
[34] andrewmorrisuk,xaelbot

Top Word Pairs in Tweet in G1:
[28] #datascibowl,nodexl
[26] fmfrancoise,jcampsays
[24] jcampsays,salhaj
[18] chidambara09,fmfrancoise
[17] nodexl,chidambara09
[17] salhaj,this0499154500
[14] jcampsays,eli_krumova
[12] eli_krumova,salhaj
[12] salhaj,kirkdborne
[10] this0499154500,#datascibowl

Top Word Pairs in Tweet in G2:
[20] #datascibowl,nodexl
[12] nodexl,chidambara09
[9] eli_krumova,salhaj
[8] top,hashtags
[8] hashtags,#datascibowl
[8] chidambara09,kirkdborne
[8] nodexl,fmfrancoise
[8] fmfrancoise,chidambara09
[8] jcampsays,salhaj
[7] salhaj,kirkdborne

Top Word Pairs in Tweet in G3:
[21] salhaj,kirkdborne
[20] fmfrancoise,eli_krumova
[17] kirkdborne,fmfrancoise
[16] andrewmorrisuk,xaelbot
[15] chidambara09,salhaj
[15] eli_krumova,vyom_srivastava
[15] vyom_srivastava,jcampsays
[15] jcampsays,andrewmorrisuk
[15] xaelbot,dr
[15] dr,salahideen

Top Word Pairs in Tweet in G4:
[14] #datascibowl,nodexl
[9] eli_krumova,salhaj
[9] salhaj,kirkdborne
[7] nodexl,chidambara09
[6] fmfrancoise,chidambara09
[6] salhaj,#datascibowl
[6] chidambara09,vyom_srivastava
[6] vyom_srivastava,fmfrancoise
[6] fmfrancoise,eli_krumova
[6] kirkdborne,aâ

Top Word Pairs in Tweet in G5:
[24] #datascibowl,nodexl
[16] eli_krumova,salhaj
[14] salhaj,kirkdborne
[12] salhaj,#datascibowl
[11] jcampsays,eli_krumova
[10] fmfrancoise,eli_krumova
[9] nodexl,fmfrancoise
[9] fmfrancoise,jcampsays
[8] jcampsays,salhaj
[8] nodexl,chidambara09

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

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

Top Mentioned in G2:
@chidambara09
@fmfrancoise
@salhaj
@jcampsays
@kirkdborne
@eli_krumova
@vyom_srivastava
@a
@this0499154500
@sgjane1

Top Mentioned in G3:
@chidambara09
@kirkdborne
@fmfrancoise
@eli_krumova
@salhaj
@vyom_srivastava
@jcampsays
@a
@andrewmorrisuk
@xaelbot

Top Mentioned in G4:
@fmfrancoise
@chidambara09
@kirkdborne
@eli_krumova
@salhaj
@vyom_srivastava
@jcampsays
@sallyeaves
@a

Top Mentioned in G5:
@fmfrancoise
@kirkdborne
@eli_krumova
@jcampsays
@salhaj
@chidambara09
@vyom_srivastava
@nodexl
@a
@andrewmorrisuk

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@xaelbot
@codedailybot
@morolswediu
@discovertech3
@djangobot_
@hubofml
@coderretweet
@fabriciosx
@andrewmorrisuk

Top Tweeters in G1:
@hubofml
@junjudapi
@botsecx
@elizabot9
@eli_krumova
@kelloggschool
@smm_news_feed
@runclouds
@sgjane1
@nodexl

Top Tweeters in G2:
@fabriciosx
@education_24x7
@thecuriousluke
@greentechdon
@salhaj
@e_nterdiscipl
@prometheus_bot
@bhilai
@techinjektion
@marc_smith

Top Tweeters in G3:
@xaelbot
@codedailybot
@morolswediu
@coderretweet
@andrewmorrisuk
@_funbot
@fluttbot
@bills_bot
@kirkdborne
@bot_flutter

Top Tweeters in G4:
@discovertech3
@djangobot_
@100daysof2020
@godfrey_g_
@fmfrancoise
@datasciencebot_
@albertoemachado
@sallyeaves
@johngmcnutt
@how_sustainable

Top Tweeters in G5:
@chidambara09
@pythonexpertbot
@developerbot_v1
@brainroaring
@xeronbot
@betamoroney
@enilev
@evasmartai
@hashtagmarketi7
@no

Top Tweeters in G6:
@aa
@vya


We use necessary cookies to make our site work. We’d like to set additional cookies to understand site usage, make site improvements and to remember your settings. We also use cookies set by other sites to help deliver content from their services.