#FORRDataInsights, Twitter, 12/6/2018 4:13:24 PM, 177613


FAQ | Problem?

#FORRDataInsights_2018-12-06_08-06-57.xlsx
#FORRDataInsights_2018-12-06_08-06-57.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
December 06, 2018
Short Description:
#FORRDataInsights via NodeXL http://bit.ly/2QiPwik
@forrester
@srividya
@gleganza
@tapan_patel
@bcpurcell
@dihelander
@bevelson
@mvermut
@slangenfeld
@artinarayanan

Top hashtags:
#forrdatainsights
#ai
#data
#analytics
#datacatalog
#datagovernance
#cognitivesearch

Description:
Description
The graph represents a network of 318 Twitter users whose recent tweets contained "#FORRDataInsights", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 06 December 2018 at 16:07 UTC.

The tweets in the network were tweeted over the 7-day, 0-hour, 23-minute period from Thursday, 29 November 2018 at 15:13 UTC to Thursday, 06 December 2018 at 15:36 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 : 318
Unique Edges : 595
Edges With Duplicates : 585
Total Edges : 1180
Self-Loops : 209
Reciprocated Vertex Pair Ratio : 0.0585585585585586
Reciprocated Edge Ratio : 0.11063829787234
Connected Components : 26
Single-Vertex Connected Components : 20
Maximum Vertices in a Connected Component : 273
Maximum Edges in a Connected Component : 1120
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.16672
Graph Density : 0.00699363133146837
Modularity : 0.374096
NodeXL Version : 1.0.1.407

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[4] https://events.forrester.com/ehome/data18/633408/?utm_source=social%20media&utm_medium=web&utm_campaign=content%20curation
[3] https://events.forrester.com/ehome/data18/633403/
[3] https://www.resonate.com/event/forresters-data-strategy-and-insights-forum/?utm_source=twitter&utm_medium=organic-social&utm_campaign=BR-18-General-Forrester-Data-and-Insights-Forum
[3] https://www.amazon.com/dp/B07KXPKMNN/ref=cm_sw_r_tw_dp_U_x_9-RbCbG6HMVNS
[2] https://events.forrester.com/ehome/data18/633408/
[2] https://twitter.com/SophiaTsang_/status/1070077597059571713
[2] https://twitter.com/SASsoftware/status/1069988450064060418
[2] https://go.forrester.com/events/?utm_source=twitter&utm_medium=social&utm_content=100000406744283&utm_campaign=di18&linkId=100000004222587
[2] https://twitter.com/UC_KateM/status/1069961185750077441
[2] https://twitter.com/forrester/status/1069939381107126274

Top URLs in Tweet in G1:
[1] https://twitter.com/allisonsnow/status/1070382439275606018
[1] https://twitter.com/willcmdavis/status/1069956230750355457
[1] https://www.forrester.com/report/The+ThreePart+Guide+To+BI+Modernization/-/E-RES141610
[1] https://twitter.com/ginavon/status/1069959665256198144
[1] https://www.forrester.com/report/AI+Unlocks+The+Business+Intelligence+In+BI/-/E-RES136191
[1] https://go.forrester.com/blogs/transform-your-organizaton-from-data-driven-to-insights-driven/
[1] https://go.forrester.com/events/?utm_source=twitter&utm_medium=social&utm_content=100000406744283&utm_campaign=di18&linkId=100000004222587
[1] https://lnkd.in/ee8ABe7
[1] https://twitter.com/SASsoftware/status/1069988450064060418
[1] https://dy.si/sYJn

Top URLs in Tweet in G2:
[4] https://events.forrester.com/ehome/data18/633408/?utm_source=social%20media&utm_medium=web&utm_campaign=content%20curation
[3] https://www.resonate.com/event/forresters-data-strategy-and-insights-forum/?utm_source=twitter&utm_medium=organic-social&utm_campaign=BR-18-General-Forrester-Data-and-Insights-Forum
[2] https://events.forrester.com/ehome/data18/633408/
[2] https://twitter.com/SophiaTsang_/status/1070077597059571713
[1] https://go.forrester.com/blogs/deep-dive-into-data-commercialization-at-forresters-data-strategy-insights-event/?utm_source=twitter&utm_medium=social&utm_content=100000401444332&utm_campaign=di18&linkId=100000004198564
[1] https://events.forrester.com/ehome/data18/633408/?utm_source=twitter&utm_medium=social&utm_content=100000406742016&utm_campaign=di18&linkId=100000004222584
[1] https://events.forrester.com/ehome/data18/633408/?utm_source=twitter&utm_medium=social&utm_content=100000406744096&utm_campaign=di18&linkId=100000004222611
[1] https://go.forrester.com/events/?utm_source=twitter&utm_medium=social&utm_content=100000406744283&utm_campaign=di18&linkId=100000004222587
[1] https://go.forrester.com/what-it-means/ep92-data-privacy?utm_source=twitter&utm_medium=social&utm_content=100000382820940&utm_campaign=podcast&linkId=100000004093938
[1] https://twitter.com/Infogix/status/1069584860002615297

Top URLs in Tweet in G3:
[1] https://www.forrester.com/report/Use+BI+Fabric+To+Optimize+Your+Multivendor+Business+Intelligence+Environment/-/E-RES138551
[1] https://twitter.com/Alation/status/1069729246258622464
[1] https://alation.com/blog/2018/09/27/back-in-black-join-the-alation-machine-learning-data-catalog-world-tour/?utm_content=80849928&utm_medium=social&utm_source=twitter&hss_channel=tw-119718228
[1] https://alation.com/forrester-orlando-2018-meet-with-us/?utm_content=80742149&utm_medium=social&utm_source=twitter&hss_channel=tw-119718228
[1] https://twitter.com/slangenfeld/status/1070381687270457351
[1] https://events.forrester.com/ehome/data18/633403/?utm_content=80744706&utm_medium=social&utm_source=twitter&hss_channel=tw-119718228
[1] https://events.forrester.com/ehome/data18/633403/?utm_content=80744759&utm_medium=social&utm_source=twitter&hss_channel=tw-119718228

Top URLs in Tweet in G5:
[2] https://twitter.com/forrester/status/1069939381107126274
[1] https://twitter.com/pahu666/status/1070010666734546944
[1] https://twitter.com/UC_KateM/status/1069961185750077441

Top URLs in Tweet in G6:
[1] https://www.attunity.com/forrester-data-strategy-2018/?utm_source=attunity&utm_medium=social&utm_campaign=1-twitter-attu
[1] https://cards.twitter.com/cards/18ce54spnb6/6jwx2
[1] https://twitter.com/UC_KateM/status/1069961185750077441
[1] https://twitter.com/analyticsinme/status/1060038700619325443
[1] https://twitter.com/Reltio/status/1070004878091595777
[1] https://twitter.com/Reltio/status/1063133552823287808
[1] https://twitter.com/forrester/status/1070301769811591169
[1] https://erwin.com/resources/events/

Top URLs in Tweet in G7:
[3] https://events.forrester.com/ehome/data18/633403/

Top URLs in Tweet in G8:
[1] https://events.forrester.com/ehome/data18/633408/?utm_source=3pillar&utm_medium=twitter

Top URLs in Tweet in G9:
[1] https://twitter.com/TKaskocsak/status/1069967097432862720
[1] https://twitter.com/sliuf/status/1069952947558199296
[1] https://twitter.com/trifacta/status/1070322593050386433
[1] https://twitter.com/Trifacta/status/1069955323241422849

Top URLs in Tweet in G10:
[1] https://www.datarobot.com/ai-adoption/ai-driven-enterprise/?utm_content=80786265&utm_medium=social&utm_source=twitter&hss_channel=tw-622519917

Top Domains
Top Domains in Tweet in Entire Graph:
[29] twitter.com
[23] forrester.com
[5] amazon.com
[3] resonate.com
[2] alation.com
[2] dy.si
[2] attunity.com
[1] erwin.com
[1] sas.com
[1] linkedin.com

Top Domains in Tweet in G1:
[6] twitter.com
[4] forrester.com
[1] lnkd.in
[1] dy.si
[1] sas.com
[1] linkedin.com
[1] heytheia.com
[1] nodexlgraphgallery.org

Top Domains in Tweet in G2:
[12] forrester.com
[5] twitter.com
[3] resonate.com
[1] attunity.com

Top Domains in Tweet in G3:
[3] forrester.com
[2] twitter.com
[2] alation.com

Top Domains in Tweet in G5:
[4] twitter.com

Top Domains in Tweet in G6:
[6] twitter.com
[1] attunity.com
[1] erwin.com

Top Domains in Tweet in G7:
[3] forrester.com

Top Domains in Tweet in G8:
[1] forrester.com

Top Domains in Tweet in G9:
[4] twitter.com

Top Domains in Tweet in G10:
[1] datarobot.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[635] forrdatainsights
[51] ai
[50] data
[39] analytics
[21] datacatalog
[20] datagovernance
[17] cognitivesearch
[13] machinelearning
[13] datarobot
[11] forresterpodcast



Top Hashtags in Tweet in G1:
[330] forrdatainsights
[39] ai
[19] data
[17] analytics
[16] cognitivesearch
[9] machinelearning
[9] spotfirex
[9] qlik
[8] iot
[6] tibco

Top Hashtags in Tweet in G2:
[73] forrdatainsights
[13] data
[12] datagovernance
[10] forresterpodcast
[10] analytics
[8] ml
[8] datacatalogs
[8] ai
[6] datastrategy
[6] iotahoe

Top Hashtags in Tweet in G3:
[54] forrdatainsights
[20] datacatalog
[8] mldc
[3] analytics
[3] tdvantage
[3] datagovernance
[2] datascience
[2] teradata
[1] builtforthecloud
[1] cloud

Top Hashtags in Tweet in G4:
[33] forrdatainsights
[3] data
[2] customerservice
[2] beatles
[2] abbeyroad
[1] customersatisfaction
[1] twitterdata
[1] algopocalypse
[1] csat
[1] hitherefuturearcheologists

Top Hashtags in Tweet in G5:
[24] forrdatainsights
[2] intelligenceunlimited
[2] data
[2] machinelearning
[1] webfocus
[1] bi
[1] analytics
[1] cognitivesearch

Top Hashtags in Tweet in G6:
[25] forrdatainsights
[3] data
[2] analytics
[2] datagovernance
[1] attunity
[1] attunityreplicate
[1] compose
[1] datatransformation
[1] postlive
[1] goodreadschoice

Top Hashtags in Tweet in G7:
[19] forrdatainsights
[4] datavirtualization
[3] data
[3] datagovernance
[1] customercentricity
[1] privacy
[1] dontmakeuglycookies
[1] ai
[1] machinelearning

Top Hashtags in Tweet in G8:
[11] forrdatainsights
[3] productmindset
[3] digital
[1] data
[1] digitaltransformation

Top Hashtags in Tweet in G9:
[19] forrdatainsights
[5] analytics
[4] data
[3] identity
[2] customer
[2] datawrangling
[1] incrementality
[1] efficiency
[1] ringo
[1] thebasics

Top Hashtags in Tweet in G10:
[12] datarobot
[1] automatedmachinelearning
[1] ai
[1] forrdatainsights

Top Words
Top Words in Tweet in Entire Graph:
[555] Words in Sentiment List#1: Positive
[135] Words in Sentiment List#2: Negative
[2] Words in Sentiment List#3: Angry/Violent
[16079] Non-categorized Words
[16769] Total Words
[635] forrdatainsights
[583] data
[163] forrester
[156] insights
[146] strategy

Top Words in Tweet in G1:
[330] forrdatainsights
[225] data
[66] ai
[50] analytics
[49] insights
[45] strategy
[40] forrester
[34] governance
[31] srividya
[29] business

Top Words in Tweet in G2:
[92] data
[73] forrdatainsights
[54] forrester
[39] strategy
[29] insights
[26] more
[23] forum
[21] s
[21] booth
[17] fatemehx2

Top Words in Tweet in G3:
[98] data
[54] forrdatainsights
[33] forrester
[21] today
[20] datacatalog
[19] s
[18] gm
[17] charles
[16] thomas
[15] analytics

Top Words in Tweet in G4:
[33] forrdatainsights
[30] data
[13] mdcin303
[8] dihelander
[8] already
[8] next
[8] best
[8] insights
[7] customers
[6] learning

Top Words in Tweet in G5:
[25] data
[24] forrdatainsights
[14] infobldrs
[9] bi
[7] see
[7] bevelson
[7] arcadiadata
[6] out
[6] 3
[5] lake

Top Words in Tweet in G6:
[25] forrdatainsights
[17] data
[10] insights
[6] forrester
[6] strategy
[4] gt
[4] analytics
[4] ai
[3] week
[3] forrester's

Top Words in Tweet in G7:
[20] data
[19] forrdatainsights
[12] forrester
[9] nyuhanna
[8] strategy
[7] insights
[7] great
[7] booth
[7] today
[6] cloud

Top Words in Tweet in G8:
[12] data
[11] forrdatainsights
[11] ddewolf
[11] insights
[9] forrester's
[9] strategy
[8] adam
[8] podber
[8] raomohan
[8] 3pillarglobal

Top Words in Tweet in G9:
[19] forrdatainsights
[11] analytics
[10] data
[5] customer
[4] great
[4] s
[3] users
[3] out
[3] questions
[3] cbirtel

Top Words in Tweet in G10:
[23] datarobot
[12] team
[12] giving
[12] demos
[12] data
[12] strategy
[12] insights
[12] event
[12] orlando
[12] dec

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[118] data,strategy
[89] strategy,insights
[52] data,governance
[47] forrester,data
[33] data,analytics
[31] charles,thomas
[27] insights,2018
[24] insights,forum
[23] forrdatainsights,ai
[21] looking,forward

Top Word Pairs in Tweet in G1:
[33] data,governance
[29] data,strategy
[23] forrdatainsights,ai
[20] data,analytics
[19] strategy,insights
[16] data,quality
[15] michele,goetz
[14] charles,thomas
[14] goetz,data
[14] governance,ai

Top Word Pairs in Tweet in G2:
[36] data,strategy
[21] forrester,data
[18] strategy,insights
[12] booth,21
[10] insights,2018
[10] want,hear
[10] hear,more
[10] more,analyst
[10] analyst,fatemehx2
[10] fatemehx2,listen

Top Word Pairs in Tweet in G3:
[16] charles,thomas
[14] data,strategy
[14] strategy,insights
[13] today,forrdatainsights
[10] data,catalog
[9] philip,banham
[9] banham,hcahealthcare
[8] data,catalogs
[8] forrester,s
[8] s,data

Top Word Pairs in Tweet in G4:
[8] next,best
[6] customers,already
[6] already,freely
[6] freely,publicly
[6] publicly,giving
[6] giving,next
[6] best,data
[6] data,sure
[6] sure,listening
[5] mdcin303,customers

Top Word Pairs in Tweet in G5:
[5] data,lake
[5] vicky,lozovsky
[3] bi,bake
[3] bevelson,forrdatainsights
[3] check,out
[3] out,arcadiadata
[3] arcadiadata,tibco
[3] tibco,infobldrs
[3] infobldrs,live
[3] live,demo

Top Word Pairs in Tweet in G6:
[4] forrester,data
[4] data,strategy
[4] strategy,insights
[3] data,science
[3] data,governance
[2] forrester's,data
[2] insights,2018
[2] gt,gt

Top Word Pairs in Tweet in G7:
[5] cloud,strategy
[4] strategy,data
[4] stop,booth
[4] denodo,datavirtualization
[3] multi,cloud
[3] nyuhanna,forrester
[3] busy,day
[3] day,forrester
[3] forrester,data
[3] data,strategy

Top Word Pairs in Tweet in G8:
[9] forrester's,data
[9] data,strategy
[9] strategy,insights
[8] adam,podber
[6] looking,forward
[6] forward,forrester's
[6] insights,next
[6] next,week
[6] week,wed
[6] wed,7

Top Word Pairs in Tweet in G9:
[2] value,make
[2] customer,customer
[2] conversation,customer
[2] customer,data
[2] data,needs
[2] needs,grounded
[2] grounded,varying
[2] varying,forms
[2] forms,identity
[2] identity,joestanhope

Top Word Pairs in Tweet in G10:
[12] team,datarobot
[12] datarobot,giving
[12] giving,demos
[12] demos,data
[12] data,strategy
[12] strategy,insights
[12] insights,event
[12] event,orlando
[12] orlando,dec
[12] dec,4

Top Replied-To
Top Replied-To in Entire Graph:
@bcpurcell
@katkfred
@brianhforr
@fatemehx2
@evgenybb
@resonatetweets
@nyuhanna
@srividya
@kjellkeli
@jenbelissent

Top Replied-To in G1:
@katkfred
@bcpurcell
@brianhforr
@fatemehx2
@srividya
@tibco
@mgualtieri
@jenbelissent
@kjellkeli
@mgoetz_forr

Top Replied-To in G2:
@evgenybb
@resonatetweets
@dentsuaegis

Top Replied-To in G3:
@bcpurcell
@nyuhanna
@cbirtel
@teradata

Top Replied-To in G5:
@infobldrs

Top Mentioned
Top Mentioned in Entire Graph:
@forrester
@gleganza
@srividya
@fatemehx2
@mgoetz_forr
@bevelson
@bcpurcell
@slangenfeld
@joedossantos
@dihelander

Top Mentioned in G1:
@srividya
@gleganza
@forrester
@joedossantos
@bevelson
@mgualtieri
@mgoetz_forr
@ginavon
@bcpurcell
@fatemehx2

Top Mentioned in G2:
@forrester
@fatemehx2
@infogix
@iotahoe
@mgoetz_forr
@gleganza
@davidhrosen
@mgenser
@jenbelissent
@dentsuaegisusa

Top Mentioned in G3:
@forrester
@slangenfeld
@hcahealthcare
@gm
@alation
@mgoetz_forr
@teradata
@tkaskocsak
@bcpurcell
@imadbirouty

Top Mentioned in G4:
@mdcin303
@dihelander
@crimsonhexagon
@jenbelissent
@bcpurcell
@forrester
@brianhforr
@twiiter
@saritakar
@fatemehx2

Top Mentioned in G5:
@infobldrs
@bevelson
@arcadiadata
@swooledge
@charlesschwab
@tibco
@hadoop
@dihelander
@forrester
@alation

Top Mentioned in G7:
@forrester
@nyuhanna
@denodo
@collibra
@progressive
@kimdossey
@nationwide
@srividya
@ravi_shankar_
@crawford_news

Top Mentioned in G8:
@ddewolf
@forrester
@raomohan
@3pillarglobal
@jennycommonapp
@pvhcorp
@commonapp
@streetshares
@ddew

Top Mentioned in G9:
@cbirtel
@joestanhope
@forrester
@wellsfargo
@evgenybb
@katkfred
@sliuf
@joedossantos
@schwab
@arcadiadata

Top Mentioned in G10:
@datarobot

Top Tweeters
Top Tweeters in Entire Graph:
@nosqldigest
@chidambara09
@asknationwide
@gtcost
@bigdatabatman
@tdbank_us
@dee_marketing
@salesforce
@mlisse
@ticketmaster

Top Tweeters in G1:
@chidambara09
@ticketmaster
@sassoftware
@stanglynn
@lisagualtieri
@tibco
@alainbago
@sjvasadi
@isidreroyo
@ginavon

Top Tweeters in G2:
@gtcost
@bigdatabatman
@tdbank_us
@davidescialpi
@interneteando
@1videobasedcrm
@forrester
@infogix
@cahidalgo
@attunity

Top Tweeters in G3:
@jadp
@kellblog
@rtmixmktg
@allstate
@tableau
@thechrischua
@teradata
@strataconf
@gm
@onionsearch

Top Tweeters in G4:
@esri
@crimsonhexagon
@lindelwalioness
@tesla
@bethtorrie
@pcutty
@davidhrosen
@mdcin303
@siaction
@dihelander

Top Tweeters in G5:
@nosqldigest
@dee_marketing
@charlesschwab
@mapr
@phinessence
@infobldrs
@timwirth
@ibm
@majubandoda
@analyticsrna

Top Tweeters in G6:
@pftbotmenter
@afzal_pupi
@inchartis
@dataiku
@pahu666
@khanna_aj
@thethingaboutx
@erwininctweets
@panoplyio
@backofficeassoc

Top Tweeters in G7:
@asknationwide
@nellinson
@progressive
@nationwide
@denodo
@crawford_news
@acuriousmindset
@ravi_shankar_
@fjmorajr
@collibra

Top Tweeters in G8:
@mlisse
@streetshares
@dobregon
@3pillarglobal
@commonapp
@ddewolf
@iamjives
@jesshallway
@jennycommonapp
@pvhcorp

Top Tweeters in G9:
@vanguard_group
@wellsfargo
@mvermut
@neustar
@joestanhope
@willcmdavis
@a_adam_wilson
@cbirtel
@casey
@katkfred

Top Tweeters in G10:
@datarobot
@timxyoung
@21_nuwanda
@brianbelljr
@mikemartin00
@giannifalzone
@svancetxbuckeye
@blaurent123
@katborovyk
@toddboetticher