#dataSciBowl, Twitter, 1/21/2019 5:17:41 AM, 182632


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#dataSciBowl_2019-01-20_21-15-18.xlsx
#dataSciBowl_2019-01-20_21-15-18.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 21, 2019
Short Description:
#dataSciBowl via NodeXL http://bit.ly/2U7r40S
@kirkdborne
@statisticscom
@machinelearn_d
@swimdrukes
@boozallen
@machinelearnflx
@boozdatascience
@phusetwitta
@iambhutia
@dataenthus

Top hashtags:
#datascience
#machinelearning
#phuse
#euconnect18
#bigdata
#datascibowl

Description:
Description
The graph represents a network of 74 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, 21 January 2019 at 05:15 UTC.

The requested start date was Monday, 21 January 2019 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 74-day, 17-hour, 45-minute period from Thursday, 01 November 2018 at 07:18 UTC to Tuesday, 15 January 2019 at 01:03 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 : 74
Unique Edges : 141
Edges With Duplicates : 35
Total Edges : 176
Number of Edge Types : 3
Mentions : 162
Replies to : 3
Tweet : 11
Self-Loops : 11
Reciprocated Vertex Pair Ratio : 0.0416666666666667
Reciprocated Edge Ratio : 0.08
Connected Components : 2
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 73
Maximum Edges in a Connected Component : 173
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.035647
Graph Density : 0.0277674935209182
Modularity : 0.425822
NodeXL Version : 1.0.1.408

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[19] https://www.technologynetworks.com/tn/articles/cancers-of-the-lung-and-the-rise-of-artificial-intelligence-310029
[8] https://washingtonexec.com/2019/01/2019-top-25-execs-to-watch/17/
[3] https://careers.boozallen.com/en-us/search?keywords=data
[3] science&location=washington,dc,usa&placeid=chijw-t2wt7gt4krkl2i1cjfusi&utm_medium=social&utm_source=twitter&utm_campaign=careers&utm_content=datascience
[3] https://twitter.com/SwimDrukes/status/1025106597947826176
[3] http://www.datasciencebowl.com/
[3] https://datasciencebowl.com/data-science-of-chocolate-brownies/
[3] https://twitter.com/KirkDBorne/status/961640919912079360
[2] https://www.youtube.com/watch?v=BPcqQtWiKM8&feature=youtu.be&t=1

[2] https://www.phuse.eu/registration-frankfurt2018

Top URLs in Tweet in G1:
[15] https://www.technologynetworks.com/tn/articles/cancers-of-the-lung-and-the-rise-of-artificial-intelligence-310029
[2] https://www.youtube.com/watch?v=BPcqQtWiKM8&feature=youtu.be&t=1

[1] https://washingtonexec.com/2019/01/2019-top-25-execs-to-watch/17/
[1] http://rocketdatascience.org/?page_id=2
[1] https://www.phuse.eu/registration-frankfurt2018
[1] https://www.phuse.eu/eu-connect18
[1] https://twitter.com/KirkDBorne/status/961640919912079360
[1] https://datasciencebowl.com/2018winners/
[1] https://datasciencebowl.com/data-science-of-chocolate-brownies/
[1] http://www.datasciencebowl.com/

Top URLs in Tweet in G2:
[2] https://careers.boozallen.com/en-us/search?keywords=data
[2] science&location=washington,dc,usa&placeid=chijw-t2wt7gt4krkl2i1cjfusi&utm_medium=social&utm_source=twitter&utm_campaign=careers&utm_content=datascience
[2] https://twitter.com/SwimDrukes/status/1025106597947826176
[2] https://datasciencebowl.com/data-science-of-chocolate-brownies/
[2] https://www.technologynetworks.com/tn/articles/cancers-of-the-lung-and-the-rise-of-artificial-intelligence-310029
[1] http://www.datasciencebowl.com/
[1] https://twitter.com/KirkDBorne/status/961640919912079360
[1] https://www.phuse.eu/registration-frankfurt2018

Top URLs in Tweet in G3:
[7] https://washingtonexec.com/2019/01/2019-top-25-execs-to-watch/17/
[1] https://www.technologynetworks.com/tn/articles/cancers-of-the-lung-and-the-rise-of-artificial-intelligence-310029

Top URLs in Tweet in G5:
[1] https://careers.boozallen.com/en-us/search?keywords=data
[1] science&location=washington,dc,usa&placeid=chijw-t2wt7gt4krkl2i1cjfusi&utm_medium=social&utm_source=twitter&utm_campaign=careers&utm_content=datascience
[1] https://twitter.com/SwimDrukes/status/1025106597947826176
[1] http://www.datasciencebowl.com/
[1] https://www.technologynetworks.com/tn/articles/cancers-of-the-lung-and-the-rise-of-artificial-intelligence-310029
[1] https://twitter.com/KirkDBorne/status/961640919912079360

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[61] datascience
[29] machinelearning
[27] phuse
[27] euconnect18
[25] bigdata
[22] datascibowl
[14] ai
[10] clinicalanalytics
[8] data4good
[8] predictiveanalytics



Top Hashtags in Tweet in G1:
[42] datascience
[21] machinelearning
[20] phuse
[20] euconnect18
[19] bigdata
[10] datascibowl
[7] ai
[5] data4good
[4] deeplearning
[3] predictiveanalytics

Top Hashtags in Tweet in G2:
[13] datascience
[9] datascibowl
[6] phuse
[6] euconnect18
[6] clinicalanalytics
[6] machinelearning
[6] ai
[5] keynote
[5] predictiveanalytics
[4] bigdata

Top Hashtags in Tweet in G3:
[2] datascience
[1] bigdata
[1] machinelearning
[1] phuse
[1] euconnect18

Top Hashtags in Tweet in G5:
[4] datascience
[3] datascibowl
[1] intel
[1] bigdata
[1] machinelearning
[1] deeplearning
[1] ai
[1] data4good
[1] ai4socialgood
[1] clinicalanalytics

Top Words
Top Words in Tweet in Entire Graph:
[42] Words in Sentiment List#1: Positive
[3] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[1453] Non-categorized Words
[1498] Total Words
[62] kirkdborne
[61] datascience
[29] machinelearning
[27] phuse
[27] euconnect18

Top Words in Tweet in G1:
[42] datascience
[35] kirkdborne
[21] machinelearning
[20] phuse
[20] euconnect18
[19] bigdata
[19] clinical
[19] conference
[19] frankfurt
[16] cancers

Top Words in Tweet in G2:
[13] datascience
[9] datascibowl
[8] kirkdborne
[6] phuse
[6] euconnect18
[6] clinicalanalytics
[6] machinelearning
[6] ai
[5] phusetwitta
[5] huge

Top Words in Tweet in G3:
[14] gt
[10] kirkdborne
[8] top
[7] 25
[7] washington
[7] dc
[7] area
[7] execs
[7] watch
[7] 2019

Top Words in Tweet in G4:
[5] kirkdborne
[5] musiccomposer1
[5] avrohomg
[5] unifiedinbox
[5] kenherron
[5] jennifer_espo
[5] intelhealth
[5] cancers
[5] definitely
[5] top

Top Words in Tweet in G5:
[4] kirkdborne
[4] datascience
[3] datascibowl
[2] see

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[27] phuse,euconnect18
[21] bigdata,datascience
[20] euconnect18,clinical
[20] clinical,datascience
[20] datascience,conference
[20] conference,frankfurt
[20] datascience,machinelearning
[18] cancers,lung
[18] lung,rise
[18] rise,artificial

Top Word Pairs in Tweet in G1:
[20] phuse,euconnect18
[19] euconnect18,clinical
[19] clinical,datascience
[19] datascience,conference
[19] conference,frankfurt
[17] bigdata,datascience
[16] datascience,machinelearning
[15] cancers,lung
[15] lung,rise
[15] rise,artificial

Top Word Pairs in Tweet in G2:
[6] phuse,euconnect18
[6] euconnect18,datascience
[5] huge,thanks
[5] thanks,kirkdborne
[5] kirkdborne,keynote
[5] keynote,speaker
[5] speaker,opening
[5] opening,phuse
[4] phusetwitta,huge
[4] datascience,predictiveanalytics

Top Word Pairs in Tweet in G3:
[7] kirkdborne,top
[7] top,25
[7] 25,washington
[7] washington,dc
[7] dc,area
[7] area,execs
[7] execs,watch
[7] watch,2019
[7] 2019,including
[7] including,susanpenfield

Top Word Pairs in Tweet in G4:
[5] kirkdborne,musiccomposer1
[5] musiccomposer1,avrohomg
[5] avrohomg,unifiedinbox
[5] unifiedinbox,kenherron
[5] kenherron,jennifer_espo
[5] jennifer_espo,intelhealth
[5] intelhealth,cancers
[5] cancers,definitely
[5] definitely,top
[5] top,list

Top Word Pairs in Tweet in G5:
[2] see,datascibowl

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@kirkdborne
@boozallen
@susanpenfield
@booz
@avrohomg
@unifiedinbox
@kenherron
@jennifer_espo
@intelhealth
@musiccomposer1

Top Mentioned in G1:
@kirkdborne
@boozallen
@boozdatascience
@phusetwitta
@jgdatacomm
@iambhutia
@mikequindazzi
@therudingroup
@ashleyreyescom
@debashis_dutta

Top Mentioned in G2:
@kirkdborne
@statisticscom
@boozdatascience
@d_arredondo
@scratch
@phusetwitta
@swimdrukes
@boozallen

Top Mentioned in G3:
@kirkdborne
@susanpenfield
@boozallen
@booz
@musiccomposer1
@avrohomg
@unifiedinbox
@kenherron
@jennifer_espo
@intelhealth

Top Mentioned in G4:
@kirkdborne
@musiccomposer1
@avrohomg
@unifiedinbox
@kenherron
@jennifer_espo
@intelhealth

Top Tweeters
Top Tweeters in Entire Graph:
@arkangelscrap
@evankirstel
@machinelearnflx
@sydsalesman
@grattongirl
@machinelearn_d
@datascience__
@vilmagracia4
@albertspijkers
@grigortw

Top Tweeters in G1:
@arkangelscrap
@evankirstel
@grattongirl
@datascience__
@albertspijkers
@kirkdborne
@therudingroup
@x_wolfman
@paula_piccard
@scottsantens

Top Tweeters in G2:
@machinelearn_d
@machine_ml
@dansar39
@scratch
@d_arredondo
@lifeatbooz
@boozdatascience
@statisticscom
@phusetwitta
@megamindai

Top Tweeters in G3:
@machinelearnflx
@grigortw
@nvsdata
@brainroaring
@msarozz
@yourtechcompany
@boozallen
@dataenthus
@susanpenfield
@booz

Top Tweeters in G4:
@sydsalesman
@vilmagracia4
@thechrischua
@avrohomg
@kenherron
@musiccomposer1
@intelhealth
@unifiedinbox
@jennifer_espo

Top Tweeters in G5:
@data_d1va


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