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@IE_Analytics OR @IEHeather OR #IESocialWeb_2017-06-19_11-08-12.xlsx
@IE_Analytics OR @IEHeather OR #IESocialWeb_2017-06-19_11-08-12.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 19, 2017
Short Description:
@IE_Analytics OR @IEHeather OR #IESocialWeb via NodeXL http://bit.ly/2sISO17
@ie_analytics
@nodexl
@silverdata
@prgoessocial
@neuroscientia

Description:
Description
The graph represents a network of 107 Twitter users whose tweets in the requested range contained "@IE_Analytics OR @IEHeather OR #IESocialWeb", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 19 June 2017 at 19:28 UTC.

The requested start date was Monday, 19 June 2017 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 76-day, 19-hour, 37-minute period from Sunday, 02 April 2017 at 12:10 UTC to Sunday, 18 June 2017 at 07:47 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 : 107
Unique Edges : 137
Edges With Duplicates : 98
Total Edges : 235
Self-Loops : 27
Reciprocated Vertex Pair Ratio : 0.0126582278481013
Reciprocated Edge Ratio : 0.025
Connected Components : 2
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 105
Maximum Edges in a Connected Component : 234
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.450811
Graph Density : 0.0141068594604126
Modularity : 0.390643
NodeXL Version : 1.0.1.384

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[4] http://channels.theinnovationenterprise.com/articles/the-data-skills-gap-is-impacting-marketing?utm_content=buffer202aa&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] http://channels.theinnovationenterprise.com/articles/virtual-reality-and-the-value-of-visual-metaphors?utm_content=buffer13f9a&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://theinnovationenterprise.com/summits/predictive-analytics-innovation-london-2017/schedule?utm_source=IE+Twitter&utm_medium=Tweet&utm_term=Schedule&utm_campaign=PA+LDN+2017
[4] http://channels.theinnovationenterprise.com/articles/9-completely-do-able-security-measures-to-prevent-a-data-breach?utm_content=bufferf438b&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] http://channels.theinnovationenterprise.com/articles/understanding-your-target-consumer?utm_content=buffere47cd&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] http://channels.theinnovationenterprise.com/articles/5-data-startups-to-watch-out-for-in-2017?utm_content=buffer85ed3&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] http://paper.li/jletteboer/1431981755?edition_id=9171c7a0-17b2-11e7-ab87-0cc47a0d1605
[3] https://twitter.com/bradleyhonan/status/857300387530809344
[3] https://channels.theinnovationenterprise.com/articles/analytics-is-a-leadership-problem-not-an-it-problem-and-not-a-data-science-problem?utm_content=buffer2d062&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] http://channels.theinnovationenterprise.com/articles/smart-dust-has-the-potential-to-revolutionize-the-iot?utm_content=bufferbaa56&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G1:
[4] http://channels.theinnovationenterprise.com/articles/9-completely-do-able-security-measures-to-prevent-a-data-breach?utm_content=bufferf438b&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] http://channels.theinnovationenterprise.com/articles/the-data-skills-gap-is-impacting-marketing?utm_content=buffer202aa&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://theinnovationenterprise.com/summits/predictive-analytics-innovation-london-2017/schedule?utm_source=IE+Twitter&utm_medium=Tweet&utm_term=Schedule&utm_campaign=PA+LDN+2017
[3] http://channels.theinnovationenterprise.com/articles/virtual-reality-and-the-value-of-visual-metaphors?utm_content=buffer13f9a&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://channels.theinnovationenterprise.com/articles/analytics-is-a-leadership-problem-not-an-it-problem-and-not-a-data-science-problem?utm_content=buffer2d062&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] http://channels.theinnovationenterprise.com/articles/5-data-startups-to-watch-out-for-in-2017?utm_content=buffer85ed3&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] http://channels.theinnovationenterprise.com/articles/understanding-your-target-consumer?utm_content=buffere47cd&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] http://channels.theinnovationenterprise.com/articles/lf-could-artificial-intelligence-help-stop-the-next-recession?utm_content=buffer4c9c7&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://channels.theinnovationenterprise.com/webinars/13488?utm_content=buffer0cb28&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] http://channels.theinnovationenterprise.com/articles/is-lack-of-business-experience-harming-data-scientists-ability-to-do-their-jobs-and-their-career-prospects?utm_content=buffer27442&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G2:
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=104467
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=104688
[2] https://twitter.com/bradleyhonan/status/857300387530809344
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=105354
[1] https://theinnovationenterprise.com/summits/social-media-web-analytics-innovation-san-francisco-2017

Top URLs in Tweet in G3:
[3] http://paper.li/jletteboer/1431981755?edition_id=9171c7a0-17b2-11e7-ab87-0cc47a0d1605
[2] http://paper.li/datascientists/1334960083?edition_id=481a0080-4585-11e7-9df2-0cc47a0d1605
[1] http://channels.theinnovationenterprise.com/articles/virtual-reality-and-the-value-of-visual-metaphors?utm_content=buffer13f9a&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G4:
[2] http://paper.li/SocialWannabe/1391133559?edition_id=eb7113c0-2048-11e7-802f-0cc47a0d1605
[1] http://channels.theinnovationenterprise.com/articles/the-technology-at-the-cutting-edge-of-engine-maintenance?utm_content=buffere698e&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] http://channels.theinnovationenterprise.com/articles/bringing-secure-wearables-into-the-enterprise?utm_content=bufferac2b4&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] http://channels.theinnovationenterprise.com/articles/congress-are-playing-fast-and-loose-with-data-legislation?utm_content=buffer0be9b&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] http://channels.theinnovationenterprise.com/articles/big-data-is-lending-a-helping-hand-to-pets?utm_content=buffer73660&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] http://channels.theinnovationenterprise.com/articles/how-to-squeeze-the-most-out-of-your-sql-server-through-performance-tuning?utm_content=buffercdfea&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] http://channels.theinnovationenterprise.com/articles/why-do-employees-become-less-interested-in-their-jobs-over-time?utm_content=bufferf1333&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] http://channels.theinnovationenterprise.com/articles/5-data-startups-to-watch-out-for-in-2017?utm_content=buffered4d7&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] http://channels.theinnovationenterprise.com/articles/star-data-science-candidates-don-t-just-shine-for-you?utm_content=buffer25266&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G5:
[2] http://paper.li/rautsan/1482251973?edition_id=0c5e6600-43ee-11e7-bdd2-0cc47a0d15fd

Top URLs in Tweet in G6:
[2] http://paper.li/DKSheets/1455057225?edition_id=5ca63030-1cab-11e7-b2a6-0cc47a0d15fd
[1] http://channels.theinnovationenterprise.com/articles/digital-transformation-in-manufacturing?utm_content=buffer60f0a&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G7:
[1] http://paper.li/e-1490773657?edition_id=5e6e3620-53fa-11e7-be23-0cc47a0d164b

Top URLs in Tweet in G8:
[1] http://paper.li/Osunga/1408248273?edition_id=aefa3010-47a4-11e7-bdd2-0cc47a0d15fd

Top URLs in Tweet in G9:
[1] http://reputation.thinkbigandgrowmedia.com/?edition_id=7a5b9d40-4082-11e7-9978-002590a5ba2d

Top URLs in Tweet in G10:
[1] http://paper.li/silverdata/1336406068?edition_id=62d0f9e0-37f4-11e7-ac2b-0cc47a0d164b

Top Domains
Top Domains in Tweet in Entire Graph:
[66] theinnovationenterprise.com
[19] paper.li
[16] twitter.com
[5] nodexlgraphgallery.org
[1] ibm.com
[1] iaria.org
[1] linkedin.com
[1] thinkbigandgrowmedia.com

Top Domains in Tweet in G1:
[55] theinnovationenterprise.com
[13] twitter.com
[1] iaria.org
[1] linkedin.com
[1] paper.li

Top Domains in Tweet in G2:
[5] nodexlgraphgallery.org
[2] twitter.com
[1] theinnovationenterprise.com

Top Domains in Tweet in G3:
[5] paper.li
[1] theinnovationenterprise.com

Top Domains in Tweet in G4:
[8] theinnovationenterprise.com
[2] paper.li

Top Domains in Tweet in G5:
[2] paper.li

Top Domains in Tweet in G6:
[2] paper.li
[1] theinnovationenterprise.com

Top Domains in Tweet in G7:
[1] paper.li

Top Domains in Tweet in G8:
[1] paper.li

Top Domains in Tweet in G9:
[1] thinkbigandgrowmedia.com

Top Domains in Tweet in G10:
[1] paper.li

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[62] analytics
[23] bigdata
[11] datascience
[9] data
[7] socialweb17
[6] mlsummit
[4] hrdatasf
[4] bachicago
[4] marketing
[4] gamingdata17



Top Hashtags in Tweet in G1:
[45] analytics
[13] bigdata
[7] data
[5] datascience
[4] retail
[4] dataretail
[4] marketing
[4] datauk
[3] hrdatasf
[3] gamingdata17

Top Hashtags in Tweet in G2:
[5] socialweb17

Top Hashtags in Tweet in G3:
[6] datascience
[4] bigdata
[3] datascientist
[2] mlsummit
[2] data
[1] gamingdata17

Top Hashtags in Tweet in G4:
[13] analytics
[2] bigdata
[1] hrdatasf
[1] tech
[1] bachicago
[1] businessintelligence
[1] mlsummit
[1] socialmedia
[1] dataviz17

Top Hashtags in Tweet in G5:
[2] deeplearning
[2] ai

Top Hashtags in Tweet in G6:
[1] digitaltransformation
[1] analytics
[1] bachicago

Top Hashtags in Tweet in G7:
[1] science
[1] brain

Top Hashtags in Tweet in G8:
[1] wearables
[1] iot

Top Hashtags in Tweet in G10:
[1] bigdata
[1] healthcare

Top Words
Top Words in Tweet in Entire Graph:
[38] Words in Sentiment List#1: Positive
[26] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[1563] Non-categorized Words
[1627] Total Words
[83] ie_analytics
[68] analytics
[50] data
[23] out
[23] bigdata

Top Words in Tweet in G1:
[50] analytics
[39] data
[37] ie_analytics
[13] bigdata
[13] out
[8] science
[8] summit
[8] marketing
[7] experts
[6] problem

Top Words in Tweet in G2:
[10] socialweb17
[10] ie_analytics
[7] nodexl
[5] bradleyhonan
[5] ie_anneclaire
[5] mdoroud
[5] dlennie
[4] hey_anmol
[3] gt
[3] ie_megan

Top Words in Tweet in G3:
[8] ie_analytics
[6] datascience
[4] data
[4] bigdata
[3] networkx
[3] datascientist
[3] daily
[3] out
[3] stories
[2] latest

Top Words in Tweet in G4:
[14] ie_analytics
[13] analytics
[4] data
[3] facebook
[2] 200
[2] 5
[2] day
[2] https
[2] out
[2] bigdata

Top Words in Tweet in G5:
[2] latest
[2] deep
[2] learning
[2] daily
[2] thanks
[2] wlstcom
[2] romonet
[2] ie_analytics
[2] deeplearning
[2] ai

Top Words in Tweet in G6:
[3] digital
[3] transformation
[3] ie_analytics
[2] daily
[2] out
[2] stories
[2] tjscales
[2] digitalayrshire

Top Words in Tweet in G7:
[2] brain

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[9] data,science
[7] thanks,ie_analytics
[7] out,stories
[5] 5,data
[5] data,startups
[5] startups,watch
[5] watch,out
[5] out,2017
[5] 2017,analytics
[5] bigdata,analytics

Top Word Pairs in Tweet in G1:
[8] data,science
[4] 9,completely
[4] completely,security
[4] security,measures
[4] measures,prevent
[4] prevent,data
[4] data,breach
[4] breach,analytics
[4] working,retail
[4] dataretail,summit

Top Word Pairs in Tweet in G2:
[3] socialweb17,gt
[3] gt,nodexl
[3] nodexl,bradleyhonan
[3] ie_analytics,ie_anneclaire
[2] nodexl,ie_analytics
[2] ie_anneclaire,bradleyhonan
[2] bradleyhonan,dlennie
[2] dlennie,ie_megan
[2] ie_megan,hey_anmol
[2] hey_anmol,mdoroud

Top Word Pairs in Tweet in G3:
[3] networkx,datascience
[3] datascience,datascientist
[3] datascientist,daily
[3] daily,out
[3] out,stories
[3] stories,ie_analytics
[3] ie_analytics,bigdata
[2] latest,data
[2] data,scientists
[2] scientists,thanks

Top Word Pairs in Tweet in G4:
[2] latest,social
[2] social,wannabe
[2] wannabe,thanks
[2] thanks,lisamariapr
[2] lisamariapr,ie_analytics
[2] ie_analytics,automatimatthew
[2] automatimatthew,analytics

Top Word Pairs in Tweet in G5:
[2] latest,deep
[2] deep,learning
[2] learning,daily
[2] daily,thanks
[2] thanks,wlstcom
[2] wlstcom,romonet
[2] romonet,ie_analytics
[2] ie_analytics,deeplearning
[2] deeplearning,ai

Top Word Pairs in Tweet in G6:
[3] digital,transformation
[2] transformation,daily
[2] daily,out
[2] out,stories
[2] stories,tjscales
[2] tjscales,ie_analytics
[2] ie_analytics,digitalayrshire

Top Replied-To
Top Replied-To in Entire Graph:
@ie_analytics
@laliga

Top Replied-To in G1:
@ie_analytics

Top Mentioned
Top Mentioned in Entire Graph:
@ie_analytics
@facebook
@nasa
@netflix
@bradleyhonan
@ie_anneclaire
@mdoroud
@dlennie
@telegraph
@hey_anmol

Top Mentioned in G1:
@ie_analytics
@nasa
@telegraph
@facebook
@netflix
@hsbc
@citi
@salesforce
@airbnb
@twitter

Top Mentioned in G2:
@ie_analytics
@bradleyhonan
@ie_anneclaire
@mdoroud
@dlennie
@hey_anmol
@ie_megan
@iegroup
@kirt_zimmer
@nodexl

Top Mentioned in G3:
@ie_analytics
@pmoneanalytics
@anikasingh01
@jletteboer
@datascientists
@gopro
@loreal
@netflix
@amazon
@linkedin

Top Mentioned in G4:
@ie_analytics
@facebook
@netflix
@lisamariapr
@automatimatthew
@airbnb
@nasa
@socialwannabe
@twitter

Top Mentioned in G5:
@wlstcom
@romonet
@ie_analytics
@rautsan

Top Mentioned in G6:
@ie_analytics
@tjscales
@digitalayrshire
@dksheets

Top Mentioned in G7:
@ie_analytics
@baron_nmt
@dreffy

Top Mentioned in G8:
@srijan
@ie_analytics
@kjproducerk

Top Mentioned in G9:
@ie_analytics
@savemygoodrep
@embrace_succeed

Top Mentioned in G10:
@pmdiesinger
@ie_analytics
@rk9tf19ooxxzk1n

Top Tweeters
Top Tweeters in Entire Graph:
@alevergara78
@ronthornton
@wlstcom
@chidambara09
@telegraph
@data_nerd
@homeaiinfo
@clickmediauk
@4rickstaly
@4billlewis

Top Tweeters in G1:
@ronthornton
@chidambara09
@telegraph
@data_nerd
@homeaiinfo
@4rickstaly
@4billlewis
@itcrowdsource
@4ricopetrocelli
@salesforce

Top Tweeters in G2:
@iegroup
@marc_smith
@mdoroud
@hey_anmol
@mgmresortsintl
@nodexl
@ie_anneclaire
@paulh2s
@ie_megan
@ieondemand

Top Tweeters in G3:
@alevergara78
@google
@gopro
@amazon
@solangepedreir1
@loreal
@linkedin
@uber
@pinterest
@jletteboer

Top Tweeters in G4:
@clickmediauk
@airbnb
@netflix
@kevinhawkinsdc
@twitter
@socialwannabe
@facebook
@automatimatthew
@lisamariapr

Top Tweeters in G5:
@wlstcom
@rautsan
@arichduvet
@romonet

Top Tweeters in G6:
@digitalayrshire
@dksheets
@fritsdevroet
@tjscales

Top Tweeters in G7:
@dreffy
@neuroscientia
@baron_nmt

Top Tweeters in G8:
@kjproducerk
@osunga
@srijan

Top Tweeters in G9:
@savemygoodrep
@embrace_succeed
@tbagmedia

Top Tweeters in G10:
@silverdata
@rk9tf19ooxxzk1n
@pmdiesinger