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predictive analytics_2020-10-24_21-15-00.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
October 25, 2020
Short Description:
predictive analytics via NodeXL https://bit.ly/3mlQuG1
@stpiindia
@ml_tweet_bot
@r_demidchuk
@antgrasso
@blackstembot
@the404code
@gp_pulipaka
@fabriciosx
@ipfconline1
@pank90576241

Top hashtags:
#analytics
#machinelearning
#ai
#bigdata
#predictiveanalytics
#ml

Description:
Description
The graph represents a network of 2,976 Twitter users whose tweets in the requested range contained "predictive analytics", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 25 October 2020 at 04:20 UTC.

The requested start date was Sunday, 25 October 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 16-hour, 20-minute period from Sunday, 11 October 2020 at 00:04 UTC to Saturday, 24 October 2020 at 16:25 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 : 2976
Unique Edges : 2096
Edges With Duplicates : 4847
Total Edges : 6943
Number of Edge Types : 5
MentionsInRetweet : 2666
Retweet : 2002
Tweet : 1324
Mentions : 828
Replies to : 123
Self-Loops : 1361
Reciprocated Vertex Pair Ratio : 0.0227422544495715
Reciprocated Edge Ratio : 0.044473090557525
Connected Components : 907
Single-Vertex Connected Components : 594
Maximum Vertices in a Connected Component : 1131
Maximum Edges in a Connected Component : 4239
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.431199
Graph Density : 0.000350478901237915
Modularity : 0.45981
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 2,976 Twitter users whose tweets in the requested range contained "predictive analytics", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 25 October 2020 at 04:20 UTC.

The requested start date was Sunday, 25 October 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 16-hour, 20-minute period from Sunday, 11 October 2020 at 00:04 UTC to Saturday, 24 October 2020 at 16:25 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 : predictive analytics
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:
[108] https://www.couponed12.com/2020/10/introduction-to-predictive-analytics-on.html
[91] https://software.intel.com/content/www/us/en/develop/articles/increasing-efficiency-and-uptime-with-predictive-maintenance.html?cid=em-elq-35722&utm_source=elq&utm_medium=email&utm_campaign=35722&elq_cid=3686477
[29] https://autome.me/predictive-analytics-will-transform-the-way-cxos-make-decisions/
[26] http://www.siemens.com/predictive-services
[23] https://www.import.io/post/data-mining-and-predictive-analytics/
[22] https://engage.bah.com/Article/Redirect/2b94c361-6749-487b-9593-ae51a4e8eaaf?uc=30185&g=194692e2-a15f-4331-9ef6-4b2c7e906c89&f=145690
[19] https://towardsdatascience.com/predictive-analytics-innovation-a-marriage-of-discord%C2%B9-7364d983ca2f
[17] https://www.smartdatacollective.com/predictive-analytics-made-last-summer-season-of-altcoins/
[17] https://techhq.com/2019/06/why-retailers-are-flocking-to-predictive-analytics/
[16] https://tdwi.org/articles/2020/10/08/biz-all-retail-and-data-1008.aspx

Top URLs in Tweet in G1:
[15] http://www.siemens.com/predictive-services
[9] https://twinybots.ch/
[8] https://blogs.cisco.com/financialservices/competitive-advantage-in-the-next-normal-business-resiliency-analytics-predictive-modeling
[7] https://devops.com/has-the-time-come-for-it-predictive-analytics/
[6] https://sl-asc.com/predictiveanalytics/
[5] https://www.smartdatacollective.com/predictive-analytics-made-last-summer-season-of-altcoins/
[5] https://www.pksi.com/products/awa/
[5] https://www.helpnetsecurity.com/2020/10/21/agile1-predictive-analytics-risk-scoring/?utm_source=dlvr.it&utm_medium=twitter
[4] https://searchbusinessanalytics.techtarget.com/post/How-predictive-and-prescriptive-analytics-impact-the-bottom-line
[4] https://ciowatercooler.co.uk/will-giving-cios-the-tools-to-help-get-the-mid-market-back-on-track-be-the-defining-moment-for-saas-predictive-analytics-and-cloud-based-erp-vendors/?sp_url=6q3i

Top URLs in Tweet in G2:
[97] https://www.couponed12.com/2020/10/introduction-to-predictive-analytics-on.html
[23] https://autome.me/predictive-analytics-will-transform-the-way-cxos-make-decisions/
[17] https://www.import.io/post/data-mining-and-predictive-analytics/
[16] https://engage.bah.com/Article/Redirect/2b94c361-6749-487b-9593-ae51a4e8eaaf?uc=30185&g=194692e2-a15f-4331-9ef6-4b2c7e906c89&f=145690
[15] https://towardsdatascience.com/predictive-analytics-innovation-a-marriage-of-discord%C2%B9-7364d983ca2f
[11] https://martechseries.com/predictive-ai/augmented-reality/augmented-reality-real-game-changer-marketing-2020/
[10] https://www.marketingaiinstitute.com/blog/how-to-decode-your-competitors-strategy-with-predictive-intelligence
[9] https://tdwi.org/articles/2020/10/08/biz-all-retail-and-data-1008.aspx
[9] https://www.amazon.com/dp/1119267005?tag=zippylab-20&linkCode=osi&th=1&psc=1
[9] https://martechseries.com/predictive-ai/ai-platforms-machine-learning/junction-ai-launches-proprietary-ai-platform/?utm_source=rss&utm_medium=Sendible&utm_campaign=RSS

Top URLs in Tweet in G3:
[1] https://tweetedtimes.com/v/12634?s=tnp

Top URLs in Tweet in G4:
[90] https://software.intel.com/content/www/us/en/develop/articles/increasing-efficiency-and-uptime-with-predictive-maintenance.html?cid=em-elq-35722&utm_source=elq&utm_medium=email&utm_campaign=35722&elq_cid=3686477
[6] https://www.couponed12.com/2020/10/introduction-to-predictive-analytics-on.html
[5] https://autome.me/predictive-analytics-will-transform-the-way-cxos-make-decisions/
[5] https://twinybots.ch/
[5] https://www.intel.com/content/www/us/en/internet-of-things/white-papers/industrial-optimizing-manufacturing-with-iot-paper.html
[5] https://www.7wdata.be/predictive-analytics/the-9-biggest-big-data-challenges-for-ecommerce-directors/?utm_source=twitter&utm_medium=7wdata&utm_campaign=mp-rss-24-7wBlog
[5] https://devops.com/has-the-time-come-for-it-predictive-analytics/
[4] https://www.bcg.com/featured-insights/how-to/roi-of-ai?utm_source=twitter&utm_medium=social&utm_campaign=how_to&utm_description=organic&utm_topic=ht_roi_of_ai&utm_geo=global&utm_content=how_to_ai&linkId=82361002&redir=true
[4] https://www.7wdata.be/data-analysis/how-predictive-and-prescriptive-analytics-impact-the-bottom-line/?utm_source=twitter&utm_medium=7wdata&utm_campaign=mp-rss-24-7wBlog
[4] https://iiot-world.com/predictive-analytics/predictive-maintenance/machine-monitoring-your-first-step-in-industrial-iot-machinemetrics/

Top URLs in Tweet in G5:
[5] http://www.siemens.com/predictive-services
[4] https://itchronicles.com/artificial-intelligence/predictive-analytics-vs-machine-learning-similarities-differences-and-how-they-both-benefit-business/?utm_content=buffer68d49&utm_medium=social&utm_source=twitter&utm_campaign=wgoddard
[4] https://onlineebook.tradepub.com/c/pubRD.mpl?sr=rss&_t=rss&qf=w_legd05
[4] https://squarkai.com/3-ways-loyalty-customer-marketers-are-using-predictive-analytics-to-stay-ahead/?utm_source=social&utm_medium=twitter&utm_campaign=loyalty-cm
[3] https://www.preprints.org/manuscript/202010.0436/v1?utm_source=twitter&utm_medium=cpc&utm_campaign=from
[3] https://cxl.com/institute/sprints/predictive-analytics-workshop/
[3] https://squarkai.com/3-ways-loyalty-customer-marketers-are-using-predictive-analytics-to-stay-ahead/
[2] https://alltheinternetofthings.com/entries/710499
[2] https://www.linkedin.com/slink?code=da2y239
[2] https://digitalmarketingfy.com/analytics/2020/10/15/using-cloudera-machine-learning-to-build-a-predictive-maintenance-model-for-jet-engines/

Top URLs in Tweet in G6:
[7] https://datacenterfrontier.com/the-next-gen-data-center-management-powered-by-analytics-and-the-cloud/
[4] https://news.microsoft.com/innovation-stories/microsoft-premonition?OCID=Ignite_PremBlog_FY21Q2_omc_inno_tw_img1co1
[2] https://www.datanami.com/2020/10/19/its-time-to-implement-fair-and-ethical-ai/?utm_source=rss&utm_medium=rss&utm_campaign=its-time-to-implement-fair-and-ethical-ai
[2] https://www.datanami.com/2020/10/21/the-future-of-augmented-intelligence-a-qa-with-ringdna/?utm_source=rss&utm_medium=rss&utm_campaign=the-future-of-augmented-intelligence-a-qa-with-ringdna
[2] https://www.datanami.com/2020/10/22/openness-a-big-advantage-as-edge-grows-ibm-says/?utm_source=rss&utm_medium=rss&utm_campaign=openness-a-big-advantage-as-edge-grows-ibm-says
[2] https://www.marketsandmarkets.com/Market-Reports/predictive-analytics-market-1181.html
[2] https://blogs.sap.com/?p=1207977
[1] https://www.datanami.com/2020/10/23/anger-builds-over-big-techs-big-data-abuses/?utm_source=rss&utm_medium=rss&utm_campaign=anger-builds-over-big-techs-big-data-abuses
[1] https://www.datanami.com/2020/10/13/ai-governance-rises-to-the-top-of-the-stack/?utm_source=rss&utm_medium=rss&utm_campaign=ai-governance-rises-to-the-top-of-the-stack
[1] https://www.datanami.com/2020/10/16/dataloop-drives-labeling-into-the-dataops-pipeline/?utm_source=rss&utm_medium=rss&utm_campaign=dataloop-drives-labeling-into-the-dataops-pipeline

Top URLs in Tweet in G7:
[16] https://techhq.com/2019/06/why-retailers-are-flocking-to-predictive-analytics/
[12] https://www.forbes.com/sites/blakemorgan/2019/02/21/descriptive-analytics-prescriptive-analytics-and-predictive-analytics-for-customer-experience/#56cc1d5069e0
[11] https://techwireasia.com/2019/06/why-retailers-are-betting-big-on-predictive-analytics/
[9] https://www.itopstimes.com/itops/its-prime-time-for-predictive-analytics-in-it-operations/
[8] https://www.forbes.com/sites/blakemorgan/2019/01/16/7-kinds-of-predictive-analytics-for-customer-experience/#2b8b4f0e4223
[7] https://biztechmagazine.com/article/2020/03/guide-predictive-analytics-retail-perfcon
[4] https://www.amazon.com/gp/product/1788398920?ie=UTF8&camp=213733&creative=393177&creativeASIN=1788398920&linkCode=shr&tag=amz0e61-20&linkId=YJQMRTFALOBNE7EM&
[2] https://blog.rstudio.com/2020/09/25/forrester-wave/
[2] https://www.datacamp.com/courses/introduction-to-predictive-analytics-in-python?tap_a=5644-dce66f&tap_s=411670-1f1ebc
[2] https://industrytoday.com/how-tracking-technologies-can-help-improve-food-safety/?utm_source=GaggleAMP-North%20America&utm_medium=Twitter%20(GaggleAMP)&utm_campaign=none%20(GaggleAMP)&utm_content=predictive-analytics-allow-decision-makers-to-improve-their-stra-2731334

Top URLs in Tweet in G8:
[2] https://www.import.io/post/data-mining-and-predictive-analytics/
[1] https://software.intel.com/content/www/us/en/develop/articles/increasing-efficiency-and-uptime-with-predictive-maintenance.html?cid=em-elq-35722&utm_source=elq&utm_medium=email&utm_campaign=35722&elq_cid=3686477
[1] https://www.marketingaiinstitute.com/blog/how-to-decode-your-competitors-strategy-with-predictive-intelligence
[1] https://www.informationweek.com/big-data/big-data-analytics/making-predictive-analytics-work-in-an-uncertain-world/a/d-id/1338492
[1] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Flevelup.gitconnected.com%2Fis-predictive-analytics-the-future-how-ai-will-take-it-to-the-next-level-4ee90a240f9b%3Fsource%3Drss-------8-----------------artificial_intelligence
[1] https://www.martechcube.com/predictive-analytics-company-formotiv-partners-with-unqork/
[1] https://towardsdatascience.com/predictive-analytics-innovation-a-marriage-of-discord%C2%B9-7364d983ca2f
[1] https://blog.contactcenterpipeline.com/2020/10/how-to-apply-predictive-analytics-to-post-covid-recovery-part-1/
[1] http://articlewebbies.com/predictive-analytics-big-data-tool-digital-marketers-cannot-afford-ignore/
[1] https://www.business2community.com/small-business/3-ways-small-businesses-can-leverage-predictive-analytics-02225565

Top URLs in Tweet in G10:
[2] https://twitter.com/refutal/status/795893926095818753?s=20
[1] https://mathworld.wolfram.com/BenfordsLaw.html
[1] https://twitter.com/misterrogerssay/status/1316914489044893697
[1] https://twitter.com/randcorporation/status/1316483866882908160

Top Domains
Top Domains in Tweet in Entire Graph:
[155] ziftsolutions.com
[108] couponed12.com
[98] intel.com
[65] linkedin.com
[53] dy.si
[52] twitter.com
[50] 7wdata.be
[42] forbes.com
[33] tdwi.org
[32] healthitanalytics.com

Top Domains in Tweet in G1:
[155] ziftsolutions.com
[44] linkedin.com
[36] dy.si
[20] twitter.com
[15] healthitanalytics.com
[15] siemens.com
[14] engage.social
[10] forbes.com
[9] twinybots.ch
[8] co.uk

Top Domains in Tweet in G2:
[97] couponed12.com
[23] tdwi.org
[23] autome.me
[20] martechseries.com
[20] amazon.com
[17] import.io
[16] bah.com
[15] towardsdatascience.com
[12] smartdatacollective.com
[10] marketingaiinstitute.com

Top Domains in Tweet in G3:
[1] tweetedtimes.com

Top Domains in Tweet in G4:
[97] intel.com
[19] 7wdata.be
[8] iiot-world.com
[7] engage.social
[6] couponed12.com
[5] autome.me
[5] twinybots.ch
[5] devops.com
[4] bcg.com
[4] labme.ai

Top Domains in Tweet in G5:
[10] dy.si
[10] squarkai.com
[9] linkedin.com
[9] itchronicles.com
[5] siemens.com
[5] cxl.com
[4] tradepub.com
[4] digitalmarketingfy.com
[3] preprints.org
[3] twitter.com

Top Domains in Tweet in G6:
[9] datanami.com
[7] datacenterfrontier.com
[6] microsoft.com
[3] sap.com
[2] marketsandmarkets.com
[1] aboutamazon.com
[1] linkedin.com

Top Domains in Tweet in G7:
[20] forbes.com
[16] techhq.com
[14] 7wdata.be
[11] techwireasia.com
[9] itopstimes.com
[7] biztechmagazine.com
[6] amazon.com
[4] datacamp.com
[4] microsoft.com
[2] rstudio.com

Top Domains in Tweet in G8:
[2] import.io
[1] intel.com
[1] marketingaiinstitute.com
[1] informationweek.com
[1] medium.com
[1] martechcube.com
[1] towardsdatascience.com
[1] contactcenterpipeline.com
[1] articlewebbies.com
[1] business2community.com

Top Domains in Tweet in G10:
[4] twitter.com
[1] wolfram.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[411] analytics
[411] machinelearning
[372] ai
[314] bigdata
[264] predictiveanalytics
[223] ml
[191] datascience
[191] fintech
[158] digitaltransformation
[140] iot



Top Hashtags in Tweet in G1:
[59] analytics
[45] predictiveanalytics
[34] ai
[16] bigdata
[15] digitalenterpriseservices
[12] data
[11] technology
[11] datascience
[9] machinelearning
[9] predictive

Top Hashtags in Tweet in G2:
[240] machinelearning
[171] ai
[149] bigdata
[132] analytics
[127] datascience
[109] bigdataanalytics
[103] predictiveanalytics
[98] cloud9
[98] clouds
[68] iot

Top Hashtags in Tweet in G3:
[163] ml
[163] fintech
[1] stpifinblue
[1] stpicoes
[1] stpiindia
[1] stpiincubation
[1] growwithstpi

Top Hashtags in Tweet in G4:
[79] bigdata
[49] analytics
[34] machinelearning
[33] iot
[29] iiot
[29] digitaltransformation
[22] ai
[21] predictiveanalytics
[16] data
[14] datascience

Top Hashtags in Tweet in G5:
[32] mooc
[30] arcgis
[26] ai
[11] machinelearning
[10] analytics
[8] predictiveanalytics
[7] iot
[5] industrialedge
[5] digitalenterpriseservices
[5] loyalty

Top Hashtags in Tweet in G6:
[23] analytics
[16] cloud
[12] ai
[10] datascience
[10] predictive
[9] ml
[9] dl
[9] neuralnetwork
[7] covid19
[7] datacenter

Top Hashtags in Tweet in G7:
[27] machinelearning
[22] analytics
[16] ai
[16] microsoft
[14] forrester
[7] artificialintelligence
[7] 7wdata
[5] predictiveanalytics
[4] tensorflow
[4] datascience

Top Hashtags in Tweet in G8:
[74] machinelearning
[68] digitaltransformation
[35] bigdata
[13] ai
[9] analytics
[9] datascience
[6] iiot
[6] iot
[4] predictiveanalytics
[3] artificialintelligence

Top Words
Top Words in Tweet in Entire Graph:
[3064] predictive
[2864] analytics
[791] data
[429] learning
[421] machine
[411] #analytics
[404] #machinelearning
[390] use
[372] #ai
[355] business

Top Words in Tweet in G1:
[689] analytics
[687] predictive
[233] business
[179] modeling
[176] next
[171] advantage
[170] competitive
[165] normal
[165] resiliency
[151] data

Top Words in Tweet in G2:
[437] predictive
[394] analytics
[233] #machinelearning
[171] #ai
[149] #bigdata
[132] #analytics
[127] #datascience
[109] #bigdataanalytics
[103] #predictiveanalytics
[103] cloud

Top Words in Tweet in G3:
[165] transactions
[163] algorithms
[163] predictive
[163] analytics
[163] enable
[163] #fintech
[163] companies
[163] monitor
[163] identify
[163] fraudulent

Top Words in Tweet in G4:
[291] predictive
[287] gt
[178] analytics
[176] antgrasso
[114] maintenance
[103] inteliot
[98] increasing
[98] uptime
[98] fourdotone
[98] link

Top Words in Tweet in G5:
[307] analytics
[246] predictive
[190] data
[126] machine
[113] learning
[102] using
[101] making
[99] algorithmic
[94] decision
[93] currently

Top Words in Tweet in G6:
[42] predictive
[38] analytics
[23] #analytics
[19] cloud
[16] #cloud
[16] microsoft
[14] next
[13] data
[13] gen
[13] power

Top Words in Tweet in G7:
[164] analytics
[160] predictive
[67] learning
[34] tensorflow
[31] machine
[30] data
[30] based
[29] named
[29] wave
[29] notebook

Top Words in Tweet in G8:
[79] predictive
[74] #machinelearning
[68] complete
[68] #digitaltransformation
[66] r_demidchuk
[51] analytics
[43] use
[42] infographic
[42] shows
[42] variety

Top Words in Tweet in G10:
[25] algorithms
[23] billpeduto
[20] predictive
[20] analytics
[15] using
[15] twitter
[14] jack
[14] followers
[14] deliberate
[14] action

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1985] predictive,analytics
[366] machine,learning
[208] data,analytics
[200] analytics,predictive
[196] gt,gt
[192] predictive,modeling
[172] predictive,maintenance
[170] competitive,advantage
[167] analytics,enable
[167] algorithms,predictive

Top Word Pairs in Tweet in G1:
[378] predictive,analytics
[174] analytics,predictive
[170] predictive,modeling
[169] competitive,advantage
[165] advantage,next
[165] next,normal
[165] business,resiliency
[165] resiliency,analytics
[159] normal,business
[31] machine,learning

Top Word Pairs in Tweet in G2:
[265] predictive,analytics
[100] sap,analytics
[100] analytics,cloud
[99] introduction,predictive
[99] analytics,sap
[98] blackfreeniken,introduction
[98] cloud,#bigdataanalytics
[98] #bigdataanalytics,#cloud9
[98] #cloud9,#clouds
[75] #ai,#machinelearning

Top Word Pairs in Tweet in G3:
[163] algorithms,predictive
[163] predictive,analytics
[163] analytics,enable
[163] enable,#fintech
[163] #fintech,companies
[163] companies,monitor
[163] monitor,identify
[163] identify,fraudulent
[163] fraudulent,transactions
[162] #ml,algorithms

Top Word Pairs in Tweet in G4:
[189] gt,gt
[146] predictive,analytics
[112] predictive,maintenance
[98] inteliot,fourdotone
[98] link,gt
[97] uptime,predictive
[95] increasing,efficiency
[95] efficiency,uptime
[93] gt,inteliot
[88] maintenance,link

Top Word Pairs in Tweet in G5:
[186] predictive,analytics
[112] machine,learning
[110] data,analytics
[96] using,predictive
[94] decision,making
[93] currently,using
[93] analytics,algorithmic
[93] algorithmic,decision
[93] making,data
[81] council,currently

Top Word Pairs in Tweet in G6:
[35] predictive,analytics
[13] #cloud,#analytics
[13] next,gen
[13] public,health
[12] dcim,reconfigured
[12] reconfigured,next
[12] gen,tools
[12] tools,unlock
[12] unlock,power
[12] power,cloud

Top Word Pairs in Tweet in G7:
[123] predictive,analytics
[31] machine,learning
[29] notebook,based
[29] based,predictive
[27] deep,learning
[20] analytics,customer
[20] customer,experience
[19] learning,predictive
[19] predictive,#analytics
[17] analytics,tensorflow

Top Word Pairs in Tweet in G8:
[68] #digitaltransformation,#machinelearning
[65] r_demidchuk,complete
[50] predictive,analytics
[42] complete,infographic
[42] infographic,shows
[42] shows,variety
[42] variety,predictive
[42] analytics,use
[42] use,cases
[42] cases,#digitaltransformation

Top Word Pairs in Tweet in G10:
[19] predictive,analytics
[14] twitter,followers
[14] followers,deliberate
[14] deliberate,action
[14] action,divide
[14] divide,separate
[14] separate,democrats
[14] democrats,done
[14] done,using
[14] using,algorithms

Top Replied-To
Top Replied-To in Entire Graph:
@carolecadwalla
@cric_analytics
@danpaskins
@cubichealth
@therealallpro
@lakshayrohilla3
@oregonbengalfan
@tractmanager
@ottawahospital
@ancoris

Top Replied-To in G3:
@stpiindia

Top Replied-To in G5:
@ottawahospital
@ancoris
@suryanaaa29
@nocodejournal
@devinpickell
@pablo_andreslv
@ics_marty

Top Replied-To in G6:
@aws
@drdustinduncan
@smerconish
@jeffbezos
@sully_n
@medocityinc
@carlisle4tx

Top Replied-To in G9:
@breezergalway

Top Replied-To in G10:
@patriotdantrum1
@sleepycongress1
@rachel_claveau
@tackotuesdayyy
@cmeudont
@oramireally

Top Mentioned
Top Mentioned in Entire Graph:
@antgrasso
@stpiindia
@r_demidchuk
@inteliot
@blackfreeniken
@fourdotone
@a
@gp_pulipaka
@whiteheartvic
@ipfconline1

Top Mentioned in G1:
@bizswell
@cloudatalytics
@mgus_info
@contactpersona1
@beunited_nieuws
@kategcom

Top Mentioned in G2:
@blackfreeniken
@gp_pulipaka
@r_demidchuk
@whiteheartvic
@ipfconline1
@birdanalytics
@automeme
@kirkdborne
@jblefevre60
@andi_staub

Top Mentioned in G3:
@stpiindia

Top Mentioned in G4:
@antgrasso
@inteliot
@fourdotone
@a
@r_demidchuk
@antgrasso_it
@ume_kyd
@kloudqt
@windowontech
@bcg

Top Mentioned in G5:
@esritraining
@johndkelleher
@mitpress
@winteroakpress
@brianmacnamee
@krisolishq
@insight_c
@peeplaja
@rapidminer
@cxldotcom

Top Mentioned in G6:
@microsoft
@schneiderna
@sap
@google
@amazon
@mylesgilsenan
@tech_journalism
@itsma_b2b
@exasolag
@ibm

Top Mentioned in G7:
@dd_nana_
@dd_fafa_
@machinelearnflx
@msdevirl
@dd_wen_
@dd_bun_
@datascience__
@opsramp
@pythonbot_
@yvesmulkers

Top Mentioned in G8:
@r_demidchuk
@mikequindazzi
@worldtrendsinfo
@ipfconline1
@harry_robots
@gp_pulipaka
@importio
@eli_krumova
@inteliot
@fourdotone

Top Mentioned in G9:
@yellostvstone
@_mamadeb
@matthew900118
@100dianne
@angela_bower
@user1028362792
@stopvaxxedlies
@monstatofu
@kathmarval
@vilethepro

Top Mentioned in G10:
@billpeduto
@jack
@refutal
@cmeudont
@rubinreport
@nypost
@hkrassenstein
@realdonaldtrump
@robertloden
@beverly_hayes1

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@tokoroten510
@chidambara09
@cybersec_feeds
@pparzival
@aaroncuddeback
@evankirstel
@prpnews
@iam__network
@femtech_

Top Tweeters in G1:
@prpnews
@billnigh
@it_securitynews
@rockcheetah
@rantoshak
@evanderburg
@rf_jenkins
@saeedbaygi
@chandanrtcs
@securitynewsbot

Top Tweeters in G2:
@cybersec_feeds
@aaroncuddeback
@iam__network
@femtech_
@codernotesbot
@xaelbot
@codedailybot
@fintechna
@tess_blue815
@calcaware

Top Tweeters in G3:
@tarundsnaol
@shrikant_stpib
@kenfeltman
@basayya_r
@r_shankar_gowda
@guruprasadk_
@rramkumar1976
@umeshb_stp
@dhkshenava
@stpiindia

Top Tweeters in G4:
@sectest9
@chidambara09
@cybersecurityn8
@biconnections
@caring_mobile
@data_nerd
@zephyrzap
@foodmfguk
@gdprai
@grjenkin

Top Tweeters in G5:
@pparzival
@bexxmodd
@ml_tweet_bot
@theiot
@fullnam35087976
@dandaman4us
@w_goddard
@js49
@mochipoppin
@claudiomkd

Top Tweeters in G6:
@viralvideovlogs
@jeanfrancis
@google
@forbeslife
@salesforce
@periscopeislit
@justnasty4real
@azure
@hp
@amazon

Top Tweeters in G7:
@zimei_no_ri
@machinelearnflx
@hdpr2016
@yvesmulkers
@pythonbot_
@fromnazwithlove
@joseph_santoro
@diversity54
@lightifyco1
@abidmarzouq

Top Tweeters in G8:
@itknowingness
@ssxman2
@remi_vladuceanu
@digitaldecoded1
@ricardo_ik_ahau
@albertan48
@simontrbojevic
@ominiks
@jaychance5
@worldtrendsinfo

Top Tweeters in G9:
@eddarrell
@_mamadeb
@beckyjohnson222
@monstercoyliar
@mcfunny
@geoffschuler
@katlarue7
@jeremy_hume
@angela_bower
@yellostvstone

Top Tweeters in G10:
@nypost
@neyebio
@spacemanatee
@jon_shifflett_v
@jbsteelady
@rubinreport
@beverly_hayes1
@ojelibom
@axios
@deepindex


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