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#bigdata_2017-02-16_23-14-00.xlsx
#bigdata_2017-02-16_23-14-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 17, 2017
Short Description:
#bigdata via NodeXL http://bit.ly/2lUuTGd
@kirkdborne
@instantmediaana
@gp_pulipaka
@ipfconline1
@binaryloom
@ottlegalrebels
@nosqldigest

Description:
Description
The graph represents a network of 3,288 Twitter users whose tweets in the requested range contained "#bigdata", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 17 February 2017 at 07:15 UTC.

The requested start date was Friday, 17 February 2017 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 5-day, 2-hour, 0-minute period from Saturday, 11 February 2017 at 01:45 UTC to Thursday, 16 February 2017 at 03:45 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 : 3288
Unique Edges : 4651
Edges With Duplicates : 2640
Total Edges : 7291
Self-Loops : 2191
Reciprocated Vertex Pair Ratio : 0.00617566331198536
Reciprocated Edge Ratio : 0.0122755171629916
Connected Components : 624
Single-Vertex Connected Components : 325
Maximum Vertices in a Connected Component : 2082
Maximum Edges in a Connected Component : 5911
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.580341
Graph Density : 0.000407026278408565
Modularity : 0.527306
NodeXL Version : 1.0.1.372

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[48] https://straighttalk.hcltech.com/artificial-intelligence-closing-gap-between-data-and-understanding
[35] http://okt.to/XXtUqH
[33] http://www.holmesreport.com/sponsored/article/the-age-of-me-iot-and-big-data#.WJyOaChI-ao.twitter
[31] https://www.starboardit.com/bank-poc-1-of-4/?utm_content=buffer725b6&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[28] http://insideanalysis.com/2016/03/bringing-analytics-data-new-movement-big-data-analytics/?utm_content=bufferb210f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[28] http://www.ibmbigdatahub.com/blog/5-key-attributes-effective-data-monetization-strategy?cm_mmc=OSocial_Twitter-_-IBM+Analytics_Inbound+Marketing-_-WW_WW-_-B+Sachdeva+2-6-17&cm_mmca1=000000VQ&cm_mmca2=10000742&
[24] http://informaticaworld.com/iw17/innovation/index.html
[23] http://www.activevoice.us/article.jsp?name=howgpucomputingcouldreinventrealtimeanalyticsrtinsights&t=engineering
[21] http://www.datasciencecentral.com/profiles/blogs/selecting-forecasting-methods-in-data-science
[21] https://www.informatica.com/about-us/news/news-releases/2017/02/20170214-informatica-world-2017-media-alert.html

Top URLs in Tweet in G1:
[30] https://www.starboardit.com/bank-poc-1-of-4/?utm_content=buffer725b6&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[26] http://insideanalysis.com/2016/03/bringing-analytics-data-new-movement-big-data-analytics/?utm_content=bufferb210f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[21] http://www.activevoice.us/article.jsp?name=howgpucomputingcouldreinventrealtimeanalyticsrtinsights&t=engineering
[13] http://www.cnbc.com/2017/02/09/how-smart-cities-are-building-the-future.html
[11] http://www.datasciencecentral.com/profiles/blogs/selecting-forecasting-methods-in-data-science
[11] http://www.wiomax.com/the-internet-of-smart-things-brings-us-the-greatest-value/
[10] https://www.starcloudservices.com/blog/iot-retail-coming/
[10] http://informaticaworld.com/iw17/innovation/index.html
[9] http://www.datasciencecentral.com/profiles/blogs/5-types-of-recommenders
[8] http://www.datasciencecentral.com/profiles/blogs/reasons-to-hire-a-director-of-data-science-before-hiring-your-fir

Top URLs in Tweet in G2:
[34] http://okt.to/XXtUqH
[19] http://www.ibmbigdatahub.com/blog/5-key-attributes-effective-data-monetization-strategy?cm_mmc=OSocial_Twitter-_-IBM+Analytics_Inbound+Marketing-_-WW_WW-_-B+Sachdeva+2-6-17&cm_mmca1=000000VQ&cm_mmca2=10000742&
[11] http://okt.to/eYxpIc
[10] https://datafloq.com/read/traditional-business-intelligence-is-too-slow/2049?utm_content=bufferf98d6&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[8] http://okt.to/nco40v
[8] http://www.digitalistmag.com/iot/2016/09/20/finding-value-in-iot-data-04498113
[8] http://www.newsweek.com/data-shows-wall-street-profited-financial-crash-504426
[8] https://thoughts.manthan.com/2015/11/03/timeline-of-analytics?utm_content=buffere6a6a&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[7] http://www.ibmbigdatahub.com/infographic/innovation-through-digital-intelligence?cm_mmc=OSocial_Twitter-_-IBM+Analytics_Inbound+Marketing-_-WW_WW-_-I+digital+intelligence+2-7-17&cm_mmca1=000000VO&cm_mmca2=10000793&
[7] http://linkis.com/ov9wU

Top URLs in Tweet in G3:
[10] http://jobs.aptask.com/candidates/myjobs/searchjobsdone.jsp?a=4ujdnwqsdebu7m13em5f0pt5dw80o500d7dv9cbq5ebzngb7yk0n43mjtefnbx0d
[5] http://www.forbes.com/sites/bernardmarr/2016/07/14/how-afraid-should-you-be-of-the-perfect-storm-big-data-breach/?utm_content=buffer6077e&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer#4a0f4d75bd6b
[4] https://theinnovationenterprise.com/summits/big-data-beijing-2015#sthash.9HIXSH2a.uxfs&st_refDomain=&st_refQuery=
[3] http://abunchofdata.com/ben-van-lier-blockchain-and-securing-distributed-things/
[3] https://twitter.com/IE_BigData
[2] http://paper.li/rameshbabua?edition_id=638b0eb0-f001-11e6-ba17-0cc47a0d1609
[2] https://www.actioniq.com/blog/eleanor-roosevelt-big-data-guru/
[2] http://www.honzuki.jp/book/202734/review/92580/
[2] http://www.amazon.co.jp/%E3%83%89%E3%83%AA%E3%83%BC%E3%83%A0%E3%83%AF%E3%83%BC%E3%83%AB%E3%83%89-%E8%A8%98%E6%86%B6%E5%85%B1%E6%9C%89%E4%B8%96%E7%95%8C-bigdata-simulator-machine%E2%80%95/dp/4286131157/ref=sr_1_1?s=books&ie=UTF8&qid=1353560973&sr=1-1
[2] https://www.ted.com/talks/hans_rosling_shows_the_best_stats_you_ve_ever_seen

Top URLs in Tweet in G4:
[7] http://paper.li/JornBuhring/1348740476?edition_id=84633d40-f323-11e6-ba17-0cc47a0d1609
[6] http://www.ibm.com/analytics/us/en/events/machine-learning/?cm_mmc=OSocial_Twitter-_-IBM+Analytics_Inbound+Marketing-_-WW_WW-_-Machine+learning+social+promo&cm_mmca1=000000VQ&cm_mmca2=10000779&
[6] http://www.urenio.org/2016/12/14/oecd-science-technology-innovation/?utm_content=buffer7b791&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] http://whatsthebigdataidea.com/2016/10/24/showing-your-tatas/
[4] http://www.evontech.com/what-we-are-saying/entry/top-5-concerns-of-big-data-hadoop-implementation.html
[4] http://www.dqindia.com/hadoop-creator-doug-cutting-5-ways-to-be-successful-with-open-source-in-2017/
[3] https://www.linkedin.com/pulse/big-data-analytics-tip-your-tongue-dharmesh-desai
[3] http://www.forbes.com/sites/bernardmarr/2017/01/13/is-big-data-analytics-the-secret-to-successful-fire-fighting/#62a83f396d9a
[3] http://www.ibmbigdatahub.com/blog/charting-data-lake-building-business-language-data-lake?utm_source=rss&utm_medium=feed&utm_campaign=Feed:+ibm-big-data-hub+(IBM+Big+Data+%26+Analytics+Hub+-+All+Content)&utm_campaign=RSS&utm_medium=Sendible
[3] http://channels.theinnovationenterprise.com/articles/how-to-use-analytics-to-get-to-know-your-users?utm_content=buffercf0fd&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G5:
[5] http://economictimes.indiatimes.com/small-biz/startups/how-these-startups-are-hoping-to-cash-in-on-massive-opportunity-in-internet-of-things-market/articleshow/53467777.cms
[5] https://www.weforum.org/agenda/2016/05/central-banks-want-to-issue-national-digital-currencies-but-are-countries-ready
[5] http://okt.to/Rwo8kF
[4] http://www.techrepublic.com/article/edge-computing-deserves-a-spot-in-your-big-data-playbook/
[4] https://www.ericsson.com/res/docs/2015/ict-and-sdg-interim-report.pdf
[4] http://www.forbes.com/sites/richdaly/2016/07/11/blockchain-wall-streets-most-game-changing-technology-advance-since-the-internet/
[4] https://www.therobotreport.com/news/june-fundings-acquisitions-and-failures
[4] https://www.ted.com/talks/sue_desmond_hellmann_a_smarter_more_precise_way_to_think_about_public_health
[4] https://www.therobotreport.com/news/swiss-startup-makes-good-on-broadway
[4] http://www.forbes.com/sites/niallmccarthy/2016/06/27/which-industries-attract-the-most-venture-capital-infographic/#669c125c6778

Top URLs in Tweet in G6:
[6] http://data-speaks.luca-d3.com/2017/02/these-4-people-are-using-big-data-to.html
[5] http://healthitanalytics.com/news/value-based-care-fuels-healthcare-big-data-analytics-market
[5] http://www.datasciencecentral.com/profiles/blogs/data-engineering-vs-data-science-infographic-by-datacamp
[4] http://www.sparklane-group.stfi.re/en/2016/09/19/big-data-predictive-analytics-beyond-the-buzzwords/?sf=xnnopag
[4] https://docs.google.com/forms/d/e/1FAIpQLScwUB51rn3dS1WfgJPSHWARSWcJkVlSdRVTmNZFrZrQ978X2A/viewform?c=0&w=1&usp=send_form
[3] http://www.influenceagents.stfi.re/blog/accelerating-results-big-data-influencer-marketing?sf=rybokee&utm_content=46061485&utm_medium=social&utm_source=twitter
[3] https://community.mapr.com/community/mapr-academy/blog/2016/06/20/now-available-new-big-data-essentials-courses
[2] http://thevarguy.com/network-security-and-data-protection-software-solutions/why-iot-popular-because-open-source-big-data?utm_content=buffer6b318&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.meetup.com/Big-Data-as-a-Service/events/237209923/i3/socialmedia/
[2] http://1tsin.ga/U7EPe

Top URLs in Tweet in G7:
[6] http://interestingengineering.com/geometrical-proof-fermats-theorem/?utm_content=bufferdd04a&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] http://www.r2d3.us/visual-intro-to-machine-learning-part-1/?utm_content=buffer3290e&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] http://homepage.divms.uiowa.edu/~mshafiq/files/zubair-dimva.pdf?utm_content=buffer0cc67&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://arxiv.org/abs/1611.06257?utm_content=buffer9e993&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] http://www.forbes.com/sites/katieelizabeth1/2017/02/08/silicon-valleys-women-in-data-science-creating-new-opportunities-for-all-women-in-startups-and-stem/
[3] http://technewsgazette.com/2016/12/26/astronomers-detect-new-wave-of-fast-radio-bursts/?utm_content=buffer1fcd4&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] http://www.wiley.com/WileyCDA/WileyTitle/productCd-0470116625.html?utm_content=buffer4cf13&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] http://dlib.net/ml.html?utm_content=bufferd1ebb&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] http://www.cbronline.com/news/internet-of-things/smart-technology/ibm-moves-a-step-closer-to-making-ai-a-reality-with-phase-change-material-4968739?utm_content=buffer25759&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] http://okt.to/KOAjl0

Top URLs in Tweet in G8:
[4] https://fromthelabs.bcm.edu/2017/02/10/collaboration-matters-when-looking-for-answers-to-undiagnosed-diseases/
[3] https://medium.com/@NathanBenaich/6-areas-of-artificial-intelligence-to-watch-closely-673d590aa8aa
[2] https://www.eurekalert.org/pub_releases/2017-01/acom-gds010517.php
[2] http://www.informationsecuritybuzz.com/articles/4-ways-bots-can-affect-online-media-publishing-business/
[2] http://calgary.eventguide.com/events/e500016.htm#.WKMLoFbrxJI.twitter
[2] http://www.slideshare.net/bobmarcus/standards-and-open-source-for-big-data-cloud-and-iot
[2] http://www.informationweek.stfi.re/big-data/big-data-analytics/ai-machine-learning-rising-in-the-enterprise/d/d-id/1323929?sf=agwjagx
[2] https://bicorner.com/2017/02/12/10-ways-big-data-analytics-and-sensors-are-helping-behind-the-scenes/
[2] https://bizplanntoday.com/focusing-on-small-data-to-tell-your-marketing-stories/
[2] http://healthitanalytics.com/news/congress-health-it-big-data-tools-crucial-for-quality-care

Top URLs in Tweet in G9:
[20] https://www.informatica.com/about-us/news/news-releases/2017/02/20170214-informatica-world-2017-media-alert.html
[13] http://informaticaworld.com/iw17/innovation/index.html
[9] http://infa.media/pr170214a?utm_source=GaggleAMP-INFA17&utm_medium=Twitter%20(GaggleAMP)&utm_campaign=none%20(GaggleAMP)&utm_content=news-informatica-world-2017-returns-to-san-francisco-may-15-1-838548
[3] https://twitter.com/Informatica/status/831256112988950528
[3] http://blogs.informatica.com/2017/01/30/fear-not-get-data-mess-good-data-catalog/
[2] https://datafloq.com/read/big-data-scientists-benefit-from-human-judgements/2680
[2] http://www.dataplumbing.com/blog/9-key-benefits-of-data-lake
[2] https://eventosti.net/blog/2016/12/22/cuando-la-analitica-se-aplica-a-la-seguridad-ciudadana/
[2] http://blog.mixpanel.com/2017/01/31/fitbit-machine-learning/
[2] http://infa.media/wp170210b

Top URLs in Tweet in G10:
[2] http://www.forbes.com/sites/pikeresearch/2017/02/09/can-iot-redefine-your-shopping-experience/
[2] http://www.cio.com/article/3170125/software/12-ideas-for-advanced-devops-practices.html?utm_source=dlvr.it&utm_medium=twitter#tk.rss_all
[1] https://straighttalk.hcltech.com/artificial-intelligence-closing-gap-between-data-and-understanding
[1] https://www.digitaldoughnut.com/articles/2017/february/big-data-use-cases-in-the-fin-tech-industry?utm_content=buffer864b2&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.futurum.xyz/living-iot-sensors-open-data/?utm_content=buffer890f5&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top Domains
Top Domains in Tweet in Entire Graph:
[840] twitter.com
[193] datasciencecentral.com
[164] paper.li
[116] okt.to
[82] forbes.com
[81] google.com
[80] linkedin.com
[61] bit.ly
[59] linkis.com
[56] floq.to

Top Domains in Tweet in G1:
[200] twitter.com
[100] datasciencecentral.com
[37] starboardit.com
[34] abunchofdata.com
[28] activevoice.us
[26] insideanalysis.com
[23] wiomax.com
[22] blogspot.com
[20] okt.to
[18] bit.ly

Top Domains in Tweet in G2:
[91] twitter.com
[67] okt.to
[52] floq.to
[36] ibmbigdatahub.com
[28] datasciencecentral.com
[20] ow.ly
[20] forbes.com
[19] datafloq.com
[18] bit.ly
[15] linkis.com

Top Domains in Tweet in G3:
[98] twitter.com
[25] paper.li
[20] aptask.com
[17] linkedin.com
[16] google.com
[14] dataunion.info
[11] forbes.com
[10] theinnovationenterprise.com
[9] redestelecom.es
[9] cio.com

Top Domains in Tweet in G4:
[33] twitter.com
[28] paper.li
[28] google.com
[13] datasciencecentral.com
[13] whatsthebigdataidea.com
[9] linkedin.com
[9] ibmbigdatahub.com
[9] theinnovationenterprise.com
[9] ift.tt
[9] 7wdata.be

Top Domains in Tweet in G5:
[91] twitter.com
[12] forbes.com
[10] therobotreport.com
[9] indiatimes.com
[9] weforum.org
[9] datasciencecentral.com
[6] okt.to
[5] techrepublic.com
[4] techcrunch.com
[4] ericsson.com

Top Domains in Tweet in G6:
[23] twitter.com
[12] datasciencecentral.com
[10] stfi.re
[7] healthitanalytics.com
[6] luca-d3.com
[5] bit.ly
[4] 1tsin.ga
[4] cio.com
[4] google.com
[4] paper.li

Top Domains in Tweet in G7:
[63] twitter.com
[9] datasciencecentral.com
[6] interestingengineering.com
[5] r2d3.us
[5] forbes.com
[4] uiowa.edu
[4] arxiv.org
[3] technewsgazette.com
[3] wiley.com
[3] dlib.net

Top Domains in Tweet in G8:
[37] twitter.com
[4] bcm.edu
[3] dy.si
[3] medium.com
[3] datasciencecentral.com
[2] eurekalert.org
[2] informationsecuritybuzz.com
[2] eventguide.com
[2] slideshare.net
[2] stfi.re

Top Domains in Tweet in G9:
[24] informatica.com
[13] infa.media
[13] informaticaworld.com
[7] twitter.com
[3] dataplumbing.com
[3] eventosti.net
[2] datafloq.com
[2] linkedin.com
[2] mixpanel.com
[2] workforce.com

Top Domains in Tweet in G10:
[2] forbes.com
[2] cio.com
[1] hcltech.com
[1] digitaldoughnut.com
[1] futurum.xyz

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[5815] bigdata
[1301] ai
[1248] iot
[1049] datascience
[956] analytics
[839] machinelearning
[428] data
[364] deeplearning
[362] tech
[312] fintech



Top Hashtags in Tweet in G1:
[1350] bigdata
[392] iot
[313] datascience
[278] ai
[274] analytics
[219] machinelearning
[118] abdsc
[111] fintech
[79] tech
[72] data

Top Hashtags in Tweet in G2:
[910] bigdata
[214] analytics
[191] datascience
[180] iot
[177] ai
[135] machinelearning
[96] deeplearning
[96] rt
[63] data
[48] ml

Top Hashtags in Tweet in G3:
[460] bigdata
[94] analytics
[50] iot
[39] ai
[27] data
[25] datascience
[24] bi
[21] tech
[19] analyticship
[17] machinelearning

Top Hashtags in Tweet in G4:
[389] bigdata
[50] hadoop
[45] analytics
[40] opines
[30] iot
[30] machinelearning
[21] datascience
[20] ai
[16] googlealerts
[13] data

Top Hashtags in Tweet in G5:
[494] bigdata
[251] ai
[224] iot
[105] startup
[98] makeyourownlane
[86] robotics
[70] machinelearning
[69] smb
[69] defstar5
[66] fintech

Top Hashtags in Tweet in G6:
[230] bigdata
[34] analytics
[30] datascience
[21] iot
[20] ai
[15] machinelearning
[14] abdsc
[11] data
[10] hadoop
[9] healthcare

Top Hashtags in Tweet in G7:
[294] bigdata
[263] datascience
[208] machinelearning
[204] ai
[127] deeplearning
[41] cybersecurity
[38] analytics
[27] iot
[22] malware
[21] python

Top Hashtags in Tweet in G8:
[129] bigdata
[42] ai
[37] iot
[35] datascience
[29] analytics
[25] tech
[25] machinelearning
[18] startups
[16] deeplearning
[14] fintech

Top Hashtags in Tweet in G9:
[99] bigdata
[44] infa17
[32] cloud
[18] ai
[15] innovation
[10] datascience
[7] analytics
[6] machinelearning
[6] abdsc
[6] iot

Top Hashtags in Tweet in G10:
[73] bigdata
[72] iot
[66] ai
[66] 4ir
[65] tech
[64] data
[64] artificialintelligence
[3] retail
[2] shopping
[2] consumer

Top Words
Top Words in Tweet in Entire Graph:
[2335] Words in Sentiment List#1: Positive
[1102] Words in Sentiment List#2: Negative
[3] Words in Sentiment List#3: Angry/Violent
[79987] Non-categorized Words
[83426] Total Words
[5829] bigdata
[1560] data
[1353] ai
[1314] iot
[1286] analytics

Top Words in Tweet in G1:
[1350] bigdata
[402] analytics
[400] iot
[347] data
[313] datascience
[289] ai
[219] machinelearning
[126] big
[118] abdsc
[117] kirkdborne

Top Words in Tweet in G2:
[910] bigdata
[327] data
[253] analytics
[219] iot
[194] ai
[192] datascience
[138] machinelearning
[132] big
[95] deeplearning
[91] ronald_vanloon

Top Words in Tweet in G3:
[462] bigdata
[151] data
[135] analytics
[73] big
[51] iot
[42] ai
[30] business
[28] tech
[27] latest
[25] datascience

Top Words in Tweet in G4:
[389] bigdata
[140] data
[90] big
[80] analytics
[57] hadoop
[40] opines
[34] iot
[30] machinelearning
[25] ai
[25] latest

Top Words in Tweet in G5:
[494] bigdata
[254] ai
[228] iot
[184] arnabch01
[105] startup
[103] https
[98] makeyourownlane
[86] robotics
[70] machinelearning
[69] smb

Top Words in Tweet in G6:
[234] bigdata
[59] data
[55] analytics
[30] datascience
[28] big
[21] iot
[20] ai
[16] kirkdborne
[15] machinelearning
[14] https

Top Words in Tweet in G7:
[294] bigdata
[263] datascience
[208] machinelearning
[206] ai
[173] gp_pulipaka
[127] deeplearning
[61] https
[49] learning
[44] machine
[42] analytics

Top Words in Tweet in G8:
[129] bigdata
[47] ai
[40] iot
[35] datascience
[30] analytics
[26] tech
[25] machinelearning
[24] startups
[22] data
[22] mikequindazzi

Top Words in Tweet in G9:
[99] bigdata
[62] informatica
[44] infa17
[33] world
[33] cloud
[31] 2017
[30] news
[30] returns
[30] san
[30] francisco

Top Words in Tweet in G10:
[73] bigdata
[72] iot
[66] ai
[66] 4ir
[65] tech
[64] closing
[64] gap
[64] between
[64] data
[64] understanding

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[572] bigdata,analytics
[501] big,data
[357] ai,bigdata
[344] machinelearning,datascience
[336] datascience,ai
[277] bigdata,datascience
[265] bigdata,machinelearning
[233] bigdata,iot
[200] bigdata,deeplearning
[193] iot,bigdata

Top Word Pairs in Tweet in G1:
[170] bigdata,analytics
[111] big,data
[99] bigdata,datascience
[85] ai,bigdata
[84] abdsc,bigdata
[76] machinelearning,datascience
[68] bigdata,iot
[68] bigdata,machinelearning
[65] datascience,ai
[62] finance,philanthropy

Top Word Pairs in Tweet in G2:
[134] bigdata,analytics
[115] big,data
[58] bigdata,datascience
[51] iot,bigdata
[49] bigdata,iot
[44] datascience,ai
[41] machinelearning,datascience
[39] ai,bigdata
[37] bigdata,machinelearning
[34] three,ways

Top Word Pairs in Tweet in G3:
[62] big,data
[60] bigdata,analytics
[23] data,analytics
[20] bi,bigdata
[19] analyticship,bi
[14] bigdata,correlation
[14] correlation,histogram
[14] histogram,share
[13] analytics,bigdata
[13] share,database

Top Word Pairs in Tweet in G4:
[78] big,data
[39] opines,bigdata
[33] bigdata,analytics
[23] data,analytics
[16] bigdata,hadoop
[16] googlealerts,bigdata
[13] hadoop,bigdata
[12] data,bigdata
[12] bigdata,machinelearning
[11] bigdata,iot

Top Word Pairs in Tweet in G5:
[173] ai,bigdata
[67] makeyourownlane,defstar5
[54] startup,smb
[51] bigdata,iot
[34] defstar5,bigdata
[33] share,web
[33] web,traffic
[33] traffic,device
[33] device,mobilemarketing
[33] mobilemarketing,mobile

Top Word Pairs in Tweet in G6:
[35] bigdata,analytics
[24] big,data
[11] abdsc,bigdata
[8] bigdata,machinelearning
[7] curso,introducción
[7] introducción,bigdata
[7] bigdata,mongodb
[7] mongodb,hadoop
[7] hadoop,diponible
[7] diponible,durante

Top Word Pairs in Tweet in G7:
[187] datascience,ai
[186] machinelearning,datascience
[98] bigdata,deeplearning
[97] bigdata,machinelearning
[96] deeplearning,machinelearning
[52] bigdata,datascience
[37] ai,cybersecurity
[36] machine,learning
[19] cybersecurity,https
[18] malware,classification

Top Word Pairs in Tweet in G8:
[11] entrepreneur,tech
[11] tech,fintech
[11] fintech,bigdata
[11] bigdata,ai
[10] ai,bigdata
[10] iot,ai
[9] machinelearning,bigdata
[9] analytics,bigdata
[9] gartner_inc,bimodal
[9] bimodal,approach

Top Word Pairs in Tweet in G9:
[42] infa17,bigdata
[31] informatica,world
[31] bigdata,cloud
[30] news,informatica
[30] world,2017
[30] 2017,returns
[30] returns,san
[30] san,francisco
[30] francisco,15
[30] 15,18

Top Word Pairs in Tweet in G10:
[64] ai,closing
[64] closing,gap
[64] gap,between
[64] between,data
[64] data,understanding
[64] understanding,bigdata
[64] bigdata,tech
[64] tech,artificialintelligence
[64] artificialintelligence,iot
[64] iot,4ir

Top Replied-To
Top Replied-To in Entire Graph:
@gartner_inc
@opinepr
@digr_io
@txaggie94
@ubc
@ncstate
@vidsys
@pareekhjain
@hpccsystems
@dltsolutions

Top Replied-To in G1:
@ncstate
@randal_olson
@markmcardle
@hubbucket
@remotepython

Top Replied-To in G2:
@digr_io
@pareekhjain

Top Replied-To in G3:
@adriansysnet

Top Replied-To in G4:
@opinepr

Top Replied-To in G7:
@hpe

Top Replied-To in G8:
@gartner_inc
@txaggie94

Top Replied-To in G9:
@dltsolutions

Top Mentioned
Top Mentioned in Entire Graph:
@gp_pulipaka
@kirkdborne
@arnabch01
@ipfconline1
@dez_blanchfield
@ronald_vanloon
@ioxhub
@danielnewmanuv
@insightbrief
@deeplearn007

Top Mentioned in G1:
@kirkdborne
@dez_blanchfield
@gp_pulipaka
@4orgexcellence
@cerebrus7
@ipfconline1
@domenclature
@hipaaex
@xfxie
@techjunkiejh

Top Mentioned in G2:
@ipfconline1
@ronald_vanloon
@kirkdborne
@insightbrief
@bernardmarr
@gp_pulipaka
@datafloq
@grahampenrose2
@dbaker007
@kdnuggets

Top Mentioned in G3:
@gkharbanda
@analyticsrna
@zippylab
@analytikabycim
@skytreehq
@adriansysnet
@krachik
@bcolwell_invest

Top Mentioned in G4:
@ibmanalytics
@iamontheinet
@janereid5
@randomshandom
@kidgoldie
@ygaudry
@8pathsolutions
@jornbuhring
@kirkdborne
@linkedin

Top Mentioned in G5:
@arnabch01
@asthanakamit
@imagerycreative
@bourseettrading
@cloudpreacher
@sarahetodd
@kirkdborne
@_zoomarch_
@gp_pulipaka
@ipfconline1

Top Mentioned in G6:
@kirkdborne
@anantcman
@joandbaena
@luca_d3
@joannaprieto
@hitanalytics
@culturelabts_
@universidadces
@pmicylbranch
@datacamp

Top Mentioned in G7:
@gp_pulipaka
@mrdatascience
@kirkdborne
@marcusborba
@ronald_vanloon
@ipfconline1
@bobehayes
@analyticsvidhya
@hpe_iot
@datacamp

Top Mentioned in G8:
@mikequindazzi
@gartner_inc
@idc
@infi_abhishek
@kirkdborne
@starcloudsvcs
@primary_immune1
@bizplantoday
@ipfconline1
@ravikikan

Top Mentioned in G9:
@informatica
@sandy_carter
@infa_bd
@kirkdborne
@dltsolutions
@daverubal
@vanrijmenam
@diegokuonen
@kevinttully
@gp_pulipaka

Top Mentioned in G10:
@danielnewmanuv
@ioxhub
@forbes
@eclasshosting
@imagerycreative
@gp_pulipaka
@domenclature

Top Tweeters
Top Tweeters in Entire Graph:
@jovitaxaxa
@robinsnewswire
@alt_bit_coins
@nosqldigest
@robre62
@arkangelscrap
@techl0g
@nodesystems
@appitysnacks
@manjugautam1962

Top Tweeters in G1:
@robinsnewswire
@alt_bit_coins
@robre62
@appitysnacks
@startuprealtime
@sectest9
@beingexample
@earlyopter
@kingofpayments
@hoshtokoloshi

Top Tweeters in G2:
@arkangelscrap
@evankirstel
@waterwayrealty
@itknowingness
@simonlporter
@jingbay
@walesbuzz
@jpsosa
@adamsconsulting
@forbes

Top Tweeters in G3:
@jovitaxaxa
@bitcoinagile
@innova_scape
@shyam17
@vikasjee
@zippylab
@aseataxicab
@rodgerrodgersu
@residualbitcoin
@securiteit

Top Tweeters in G4:
@nosqldigest
@nodesystems
@randomshandom
@tabishch
@pdeblassieiii
@3d_genuity
@7wdata
@shakamunyi
@stackdevjobs
@jazzmanahn

Top Tweeters in G5:
@infographicsits
@beefent
@anyecheg
@glengilmore
@testimonialr
@donaldndoro
@nageshpolu
@gtgrazyt
@techpearce3
@scaleup_rt

Top Tweeters in G6:
@sam___hurley
@ottlegalrebels
@bigdataexpo
@megadatamama
@golfredoe
@realmadrid
@big_data_flow
@joannaprieto
@laferraioli
@matt_hodkinson

Top Tweeters in G7:
@italiastartup_
@mirandastweets
@bereanopartners
@mwifrc
@abridgwater
@tableteer
@bobehayes
@gp_pulipaka
@hawproductions
@marcusborba

Top Tweeters in G8:
@mary_b_68
@infi_abhishek
@clinicspectrum
@ramavenu
@primary_immune1
@chitguppi
@hwingo
@ravikikan
@hcltech
@gartner_inc

Top Tweeters in G9:
@montraydavis
@jonnahurmerinta
@sandy_carter
@eventostinet
@kevinttully
@daverubal
@bobgourley
@informatica
@steevansaldana
@localsocialmob

Top Tweeters in G10:
@danielnewmanuv
@pros_p33
@_backlink_
@herbertlsamuels
@duvestor
@zeromilenet
@jeff_walker10
@stevegarcia01
@dorothynelson90
@kevin280kevin