#dataSciBowl, Twitter, 8/13/2019 5:22:09 AM, 206599


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#dataSciBowl_2019-08-12_21-55-13.xlsx
#dataSciBowl_2019-08-12_21-55-13.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 13, 2019
Short Description:
#dataSciBowl via NodeXL http://bit.ly/2MXPtFK
@omdenaai
@kirkdborne
@rlingle
@geosystemsfeed
@smartcitiesfeed
@dansar39
@thecuriousluke
@industryai
@technoltwitbot
@theadamgabriel

Top hashtags:
#ai
#bigdata
#datascience
#data4good
#datascibowl
#machinelearning

Description:
Description
The graph represents a network of 34 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 Tuesday, 13 August 2019 at 04:55 UTC.

The requested start date was Monday, 12 August 2019 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 11-day, 7-hour, 44-minute period from Thursday, 27 June 2019 at 18:37 UTC to Tuesday, 09 July 2019 at 02:22 UTC.

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 : 34
Unique Edges : 64
Edges With Duplicates : 12
Total Edges : 76
Number of Edge Types : 2
Mentions : 72
Tweet : 4
Self-Loops : 4
Reciprocated Vertex Pair Ratio : 0.0151515151515152
Reciprocated Edge Ratio : 0.0298507462686567
Connected Components : 2
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 33
Maximum Edges in a Connected Component : 75
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.033028
Graph Density : 0.0597147950089127
Modularity : 0.264327
NodeXL Version : 1.0.1.418

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[41] https://medium.com/omdena/building-ai-for-good-by-the-people-for-the-people-d98ad78b5001?postPublishedType=repub
[2] https://dy.si/uDakV
[1] https://twitter.com/KirkDBorne/status/1144313909857439744

Top URLs in Tweet in G1:
[13] https://medium.com/omdena/building-ai-for-good-by-the-people-for-the-people-d98ad78b5001?postPublishedType=repub
[1] https://dy.si/uDakV

Top URLs in Tweet in G2:
[12] https://medium.com/omdena/building-ai-for-good-by-the-people-for-the-people-d98ad78b5001?postPublishedType=repub

Top URLs in Tweet in G3:
[15] https://medium.com/omdena/building-ai-for-good-by-the-people-for-the-people-d98ad78b5001?postPublishedType=repub
[1] https://dy.si/uDakV
[1] https://twitter.com/KirkDBorne/status/1144313909857439744

Top URLs in Tweet in G4:
[1] https://medium.com/omdena/building-ai-for-good-by-the-people-for-the-people-d98ad78b5001?postPublishedType=repub

Top Domains
Top Domains in Tweet in Entire Graph:
[41] medium.com
[2] dy.si
[1] twitter.com

Top Domains in Tweet in G1:
[13] medium.com
[1] dy.si

Top Domains in Tweet in G2:
[12] medium.com

Top Domains in Tweet in G3:
[15] medium.com
[1] dy.si
[1] twitter.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[41] ai
[40] bigdata
[29] datascience
[7] data4good
[7] datascibowl
[5] machinelearning
[5] ai4socialgood
[5] aiforgood
[5] geospatial
[5] sdgs



Top Hashtags in Tweet in G1:
[16] datascience
[14] bigdata
[13] ai
[3] datascientist
[2] data4good
[2] datascibowl
[1] careers
[1] machinelearning
[1] ai4socialgood
[1] aiforgood

Top Hashtags in Tweet in G2:
[12] ai
[12] bigdata
[5] datascience
[1] data4good
[1] machinelearning
[1] ai4socialgood
[1] aiforgood
[1] datascibowl
[1] geospatial
[1] sdgs

Top Hashtags in Tweet in G3:
[15] ai
[13] bigdata
[7] datascience
[3] data4good
[3] datascibowl
[2] machinelearning
[2] ai4socialgood
[2] aiforgood
[2] geospatial
[2] sdgs

Top Hashtags in Tweet in G4:
[1] ai
[1] bigdata
[1] datascience
[1] data4good
[1] machinelearning
[1] ai4socialgood
[1] aiforgood
[1] datascibowl
[1] geospatial
[1] sdgs

Top Words
Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[36] omdenaai,#bigdata
[30] building,#ai
[30] #ai,good
[30] good,people
[30] people,people
[30] people,omdenaai
[29] kirkdborne,building
[25] #bigdata,#datascience
[18] #datascience,#d
[11] construyendo,#ai

Top Word Pairs in Tweet in G1:
[13] building,#ai
[13] #ai,good
[13] good,people
[13] people,people
[13] people,omdenaai
[13] #bigdata,#datascience
[12] kirkdborne,building
[11] omdenaai,#bigdata
[10] #datascience,#d
[10] â,â

Top Word Pairs in Tweet in G2:
[12] omdenaai,#bigdata
[8] construyendo,#ai
[8] #ai,pueblo
[8] pueblo,pueblo
[8] pueblo,omdenaai
[7] dansar39,construyendo
[7] #bigdata,#datascienc
[5] #bigdata,#datascience
[4] kirkdborne,building
[4] building,#ai

Top Word Pairs in Tweet in G3:
[13] kirkdborne,building
[13] building,#ai
[13] #ai,good
[13] good,people
[13] people,people
[13] people,omdenaai
[12] omdenaai,#bigdata
[6] #bigdata,#datascience
[5] ht,kirkdborne
[4] #datascience,#d

Top Replied-To
Top Mentioned
Top Tweeters
Top Tweeters in Entire Graph:
@aldoceccarelli
@chidambara09
@kirkdborne
@thecuriousluke
@industryai
@geomaticsfeed
@smartcitiesfeed
@technoltwitbot
@theadamgabriel
@hubermantamir

Top Tweeters in G1:
@aldoceccarelli
@kirkdborne
@technoltwitbot
@max_lyashko
@damisammarro
@mathematrix
@boozallen
@johngmcnutt
@jason_abdi
@_oliviabot

Top Tweeters in G2:
@chidambara09
@geomaticsfeed
@hubermantamir
@juergenkob
@dansar39
@ngage_etx
@decisionssmart
@tganesh95
@bellasouzas
@omdenaai

Top Tweeters in G3:
@thecuriousluke
@industryai
@smartcitiesfeed
@theadamgabriel
@geosystemsfeed
@rlingle
@jerinsantosh

Top Tweeters in G4:
@felixevargas