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%22data science%22 OR #datascience_2017-03-02_22-41-15.xlsx
"data science" OR #datascience_2017-03-02_22-41-15.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 03, 2017
Short Description:
"data science" OR #datascience via NodeXL http://bit.ly/2m2hQ7R
@alevergara78
@kirkdborne
@gp_pulipaka
@datasciencectrl
@kdnuggets

Description:
Description
The graph represents a network of 3,210 Twitter users whose tweets in the requested range contained ""data science" OR #datascience", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 03 March 2017 at 06:42 UTC.

The requested start date was Friday, 03 March 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 1-day, 5-hour, 51-minute period from Wednesday, 01 March 2017 at 19:09 UTC to Friday, 03 March 2017 at 01:01 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 : 3210
Unique Edges : 4397
Edges With Duplicates : 2521
Total Edges : 6918
Self-Loops : 1843
Reciprocated Vertex Pair Ratio : 0.0142602495543672
Reciprocated Edge Ratio : 0.0281195079086116
Connected Components : 819
Single-Vertex Connected Components : 537
Maximum Vertices in a Connected Component : 1776
Maximum Edges in a Connected Component : 5328
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.042146
Graph Density : 0.000386665618213572
Modularity : 0.509486
NodeXL Version : 1.0.1.373

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[46] http://www.datasciencecentral.com/profiles/blogs/data-science-summarized-in-one-picture
[31] http://www.datasciencecentral.com/profiles/blogs/business-intelligence-and-data-science-fuzzy-borders
[31] http://www.datasciencecentral.com/profiles/blogs/data-science-summarized-in-one-picture?utm_content=buffer6da62&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[30] https://medium.com/@ageitgey/machine-learning-is-fun-80ea3ec3c471#.etzri0lh0
[27] http://www.xmind.net/m/WvfC
[25] http://www.r-bloggers.com/?p=147841
[24] http://www.r-bloggers.com/?p=147818
[23] http://floq.to/EVzRJ/
[23] http://bavc.pass.org/Giveaway.aspx
[22] https://dzone.com/articles/realtime-big-data-processing-with-spark-and-memsql?utm_content=bufferc22e2&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G1:
[7] https://deals.thenextweb.com/sales/ultimate-data-analytics-bundle?utm_medium=referral&utm_source=t.co&utm_campaign=tnwd-ultimate-data-analytics-bundle-02032017
[6] https://blogs.scientificamerican.com/guest-blog/when-the-big-lie-meets-big-data/?wt.mc=SA_Twitter-Share
[5] http://searchbusinessanalytics.techtarget.com/news/450414067/Successful-data-science-process-not-simple-to-set-up-sustain
[5] http://searchbusinessanalytics.techtarget.com/news/450414067/Successful-data-science-process-not-simple-to-set-up-sustain?utm_source=dlvr.it&utm_medium=twitter
[4] http://www.kdnuggets.com/2017/03/data-science-project-playbook.html
[4] http://ericbrown.com/dont-forget-the-science-in-data-science.htm?utm_campaign=March%20Social&utm_content=47803940&utm_medium=social&utm_source=twitter
[3] http://venturebeat.com/2017/02/15/google-releases-tensorflow-1-0-with-new-machine-learning-tools/
[3] https://blog.coursera.org/coursera-data-science-manager-emily-sands-talks-with-inside-big-data/?utm_source=dlvr.it&utm_medium=twitter
[3] http://www.ibtimes.co.in/fintech-approach-data-science-machine-learning-717786
[3] https://twitter.com/i/web/status/837095123947245569

Top URLs in Tweet in G2:
[32] http://www.datasciencecentral.com/profiles/blogs/data-science-summarized-in-one-picture
[27] http://www.xmind.net/m/WvfC
[17] https://iot-for-all.com/28-free-internet-of-things-classes-you-can-take-right-now-d7082861af35
[16] http://www.datasciencecentral.com/profiles/blogs/mega-collection-of-data-science-books-and-terminology?overrideMobileRedirect=1
[16] http://www.xmind.stfi.re/m/LKF2/?sf=jkzrbvo#aa
[15] http://www.datasciencecentral.com/profiles/blogs/business-intelligence-and-data-science-fuzzy-borders
[15] http://dataconomy.com/2017/03/artificial-intelligence-heres-need-know-understand-machines-learn/
[15] http://abunchofdata.com/cloud-computing-cartoons/
[13] http://www.datasciencecentral.com/profiles/blogs/18-great-blogs-posted-in-the-last-12-months-2
[11] http://www.datasciencecentral.com/profiles/blogs/deducer-tutorial-creating-linear-model-using-r-deducer-package

Top URLs in Tweet in G3:
[8] http://www.activevoice.us/article.jsp?name=spark-picks-up-machine-learning-gpu-acceleration&t=engineering
[6] http://paper.li/jletteboer/1434116816?edition_id=7d5daa50-fef2-11e6-a350-0cc47a0d164b
[6] http://101.datascience.community/2017/03/02/netflix-data-scientist-on-machine-learning-free-webinar/
[6] http://www.infoworld.com/article/3136309/analytics/spark-picks-up-machine-learning-gpu-acceleration.html?utm_content=bufferb03d3&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[6] http://tweetedtimes.com/v/1866
[5] http://www.readcube.com/articles/10.1038/nmeth.4210
[5] https://www.udemy.com/data-science-supervised-machine-learning-in-python/?siteID=tYVgjDatze4-k11SMNvUDPgEON44G8YNsw&LSNPUBID=tYVgjDatze4
[5] http://www.datasciencecentral.com/profiles/blogs/business-intelligence-and-data-science-fuzzy-borders
[4] http://www.ibtimes.co.in/fintech-approach-data-science-machine-learning-717786
[4] https://docs.google.com/presentation/d/1dSiIlFLX1uGyAiBv_n9GPoYLrqN5D2GUvNVeZ6Kjw5U/edit#slide=id.p

Top URLs in Tweet in G4:
[15] https://dzone.com/articles/realtime-big-data-processing-with-spark-and-memsql?utm_content=bufferc22e2&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[11] http://www.datasciencecentral.com/profiles/blogs/data-science-summarized-in-one-picture?utm_content=buffer9d84e&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[10] http://semiengineering.com/what-does-an-ai-chip-look-like/?utm_content=buffer4c14c&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[9] http://jonathankinlay.com/2016/08/machine-learning-model-spy/?utm_content=buffer4802e&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[8] http://www.datasciencecentral.com/profiles/blogs/business-intelligence-and-data-science-fuzzy-borders
[8] https://www.technologyreview.com/s/603366/mathematical-model-reveals-the-patterns-of-how-innovations-arise/?utm_content=bufferc0e49&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[7] http://www.eetimes.com/document.asp?doc_id=1331403&utm_content=bufferd51aa&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[7] https://dzone.com/articles/predictive-analysis-using-linear-regression-with-s?utm_content=buffer3985d&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[7] http://www.mediacom.com/en/Article/Index/2230?utm_content=buffer00b6b&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[7] http://data-science-university.thinkific.com/courses/Datacleaninginexcelforanalysisandresearch

Top URLs in Tweet in G5:
[19] http://floq.to/EVzRJ/
[7] http://www.ds3-datascience-polytechnique.fr/
[5] http://r4stats.com/2017/02/28/r-passes-sas/
[5] https://www.opendatascience.com/blog/scikit-learn-tutorial-statistical-learning-for-scientific-data-processing/
[3] https://www.eiuperspectives.economist.com/technology-innovation/artificial-intelligence-real-world-0
[3] http://www.nature.com/news/the-power-of-big-data-must-be-harnessed-for-medical-progress-1.21026
[3] https://opendatascience.com/blog/installing-jupyter-with-the-pyspark-and-r-kernels-for-spark-development/
[3] https://twitter.com/IotoneHQ/status/836825560336728065
[3] http://www.datasciencecentral.com/profiles/blogs/new-book-time-series-forecasting-with-python
[3] http://www.businesszone.co.uk/community/blogs/johnnymorgan/big-data-bring-changes-to-insurance-health-care-0?utm_content=buffer19eff&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G6:
[19] http://www.datasciencecentral.com/profiles/blogs/data-science-summarized-in-one-picture?utm_content=buffer6da62&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[9] http://www.datasciencecentral.com/profiles/blogs/20-big-data-repositories-you-should-check-out-1?utm_content=buffer869f3&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[8] http://blogs.microsoft.com/iot/2016/07/27/azure-logic-apps-facilitates-rapid-integration-for-iot-solutions/?wt.mc_id=WW_CE_IOT_OO_SCL_TW&Ocid=C+E
[8] Social
[8] FY17_Social_TW_MSCloud_20160728_529262910
[5] https://www.weforum.org/agenda/2016/12/how-artificial-intelligence-could-change-the-face-of-business/?utm_content=bufferc1218&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] http://www.information-management.com/news/big-data-analytics/are-you-blind-to-the-merits-of-content-analytics-10030913-1.html?utm_content=buffer92a68&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://www.quora.com/What-do-experienced-data-scientists-know-that-beginner-data-scientists-dont-know/answer/Yujun-Deng-2?utm_content=bufferdca0c&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] http://www.ibmbigdatahub.com/blog/data-science-cloud
[3] https://blog.dataiku.com/dataiku-works-with-microsoft-hdinsight

Top URLs in Tweet in G7:
[8] http://thenextweb.stfi.re/artificial-intelligence/2017/02/27/4-challenges-artificial-intelligence-address/?sf=eglglpp
[3] http://www.datasciencecentral.com/profiles/blogs/data-science-summarized-in-one-picture?utm_content=buffer9d84e&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] http://www.kdnuggets.com/2017/01/big-data-iot-business-smarter-analytics-data-science.html
[2] https://www.forbes.com/sites/piyankajain/2016/10/11/the-athena-boom-women-in-analytics/#4e990342494e
[2] http://www.ossalabs.com/request-demo/
[2] http://bridgei2i.com/blog/technological-innovations-driving-retail-industry/
[1] https://twitter.com/i/web/status/837401954729017345
[1] https://twitter.com/i/web/status/837366457835081729
[1] https://twitter.com/i/web/status/832264094405230592
[1] https://twitter.com/i/web/status/827557433509806081

Top URLs in Tweet in G8:
[19] http://www.r-bloggers.com/?p=147841
[18] http://www.r-bloggers.com/?p=147818
[6] http://www.r-bloggers.com/?p=147810
[5] http://www.r-bloggers.com/?p=147808
[5] http://www.r-bloggers.com/?p=147827
[5] http://www.r-bloggers.com/?p=147847
[5] http://www.r-bloggers.com/?p=147849
[4] http://www.r-bloggers.com/?p=147725
[3] http://www.r-bloggers.com/?p=147780
[2] http://www.r-bloggers.com/?p=147784

Top URLs in Tweet in G9:
[18] https://medium.com/@ageitgey/machine-learning-is-fun-80ea3ec3c471#.etzri0lh0
[11] http://www.huffingtonpost.com/entry/how-do-we-prepare-for-the-artificial-intelligence-society_us_58b680d1e4b0e5fdf61978b5
[4] http://www.amadeus.com/blog/22/02/tourists-get-smarter-destinations/?platform=hootsuite
[2] http://read.aici.al/r8lzz
[2] http://click.linksynergy.com/link?id=kLCTlhkookQ&offerid=323058.614620&type=2&murl=https%3A%2F%2Fwww.udemy.com%2Ftableau-advanced%2F
[2] http://click.linksynergy.com/link?id=kLCTlhkookQ&offerid=323058.919922&type=2&murl=https%3A%2F%2Fwww.udemy.com%2Fdata-science-using-r%2F
[2] https://www.forbes.com/sites/bernardmarr/2017/02/28/is-data-socialization-the-next-big-thing-in-data-analytics/
[2] https://www.linkedin.com/pulse/incredible-ways-facebook-uses-machine-learning-get-know-bernard-marr
[1] http://www.datasciencecentral.com/profiles/blogs/python-vs-r-4-implementations-of-same-machine-learning-technique?utm_content=buffer79aae&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://twitter.com/i/web/status/836880528846565377

Top URLs in Tweet in G10:
[7] https://www.continuum.io/blog/developer-blog/secure-and-scalable-data-science-deployments-anaconda
[4] https://www.datanami.com/2017/02/16/anacondas-data-science-tent-big-getting-bigger/
[3] https://www.r-bloggers.com/data-science-job-report-2017-r-passes-sas-but-python-leaves-them-both-behind/
[3] https://www.datacamp.com/courses/python-data-science-toolbox-part-2
[2] http://www.jenunderwood.com/2017/03/01/skimming-gartner-magic-quadrant-data-science/
[2] http://www.kdnuggets.com/2017/03/seven-more-steps-machine-learning-python.html#.WLceCr2i500.twitter
[2] https://www.datacamp.com/community/blog/data-engineering-vs-data-science-infographic
[2] https://www.datacamp.com/community/blog/python-pandas-cheat-sheet?fb_ref=OF0sAykWVO-Twitter&utm_source=Twitter&utm_medium=ShareButton&utm_campaign=GetSocial
[2] https://data36.com/bash-intro-2-data-coding-101/?utm_content=buffer8fc70&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://i2.wp.com/blog.datacamp.com/wp-content/uploads/2015/05/R-vs-Python-216-2.png

Top Domains
Top Domains in Tweet in Entire Graph:
[652] twitter.com
[445] datasciencecentral.com
[168] kdnuggets.com
[155] r-bloggers.com
[107] linkedin.com
[104] linkis.com
[76] paper.li
[71] medium.com
[45] dataconomy.com
[44] dzone.com

Top Domains in Tweet in G1:
[103] twitter.com
[32] linkedin.com
[29] datasciencecentral.com
[24] kdnuggets.com
[19] linkis.com
[11] techtarget.com
[10] meetup.com
[10] careerarc.com
[9] google.com
[9] homeai.info

Top Domains in Tweet in G2:
[226] datasciencecentral.com
[97] twitter.com
[63] kdnuggets.com
[27] xmind.net
[23] linkis.com
[22] stfi.re
[20] r-bloggers.com
[19] dataconomy.com
[17] iot-for-all.com
[17] forbes.com

Top Domains in Tweet in G3:
[80] twitter.com
[54] datasciencecentral.com
[29] kdnuggets.com
[14] linkedin.com
[14] t.co
[12] linkis.com
[12] paper.li
[11] learninglover.com
[10] medium.com
[10] r-bloggers.com

Top Domains in Tweet in G4:
[141] twitter.com
[46] datasciencecentral.com
[30] dzone.com
[22] co.uk
[18] r-bloggers.com
[15] kdnuggets.com
[11] dataconomy.com
[11] oreilly.com
[11] tunguzreview.com
[10] linkedin.com

Top Domains in Tweet in G5:
[32] twitter.com
[26] opendatascience.com
[19] floq.to
[15] kdnuggets.com
[12] datasciencecentral.com
[7] ds3-datascience-polytechnique.fr
[5] r4stats.com
[4] scoop.it
[4] co.uk
[4] 7wdata.be

Top Domains in Tweet in G6:
[33] datasciencecentral.com
[16] twitter.com
[8] microsoft.com
[5] information-management.com
[5] weforum.org
[3] quora.com
[3] ibmbigdatahub.com
[3] dataiku.com
[3] okt.to
[2] bicorner.com

Top Domains in Tweet in G7:
[13] twitter.com
[8] stfi.re
[4] bridgei2i.com
[4] datasciencecentral.com
[2] kdnuggets.com
[2] forbes.com
[2] ossalabs.com
[1] linkedin.com
[1] upflow.co
[1] 7wdata.be

Top Domains in Tweet in G8:
[83] r-bloggers.com
[2] packtpub.com
[1] rstudio.com
[1] valeriovaccaro.it
[1] eventbrite.com
[1] r-users.com
[1] r4stats.com
[1] co.uk
[1] gettopical.com
[1] datasciencecentral.com

Top Domains in Tweet in G9:
[18] medium.com
[11] huffingtonpost.com
[9] linksynergy.com
[5] twitter.com
[4] amadeus.com
[3] datasciencecentral.com
[2] aici.al
[2] forbes.com
[2] linkedin.com
[1] udemy.com

Top Domains in Tweet in G10:
[10] twitter.com
[7] continuum.io
[7] datacamp.com
[6] datanami.com
[6] kdnuggets.com
[4] r-bloggers.com
[2] linkis.com
[2] jenunderwood.com
[2] paper.li
[2] data36.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4033] datascience
[2071] bigdata
[1312] machinelearning
[1125] ai
[732] analytics
[604] deeplearning
[325] iot
[255] python
[255] rstats
[214] data



Top Hashtags in Tweet in G1:
[226] datascience
[62] bigdata
[35] data
[33] machinelearning
[33] analytics
[20] python
[19] ai
[15] science
[13] hiring
[12] job

Top Hashtags in Tweet in G2:
[911] datascience
[512] bigdata
[284] machinelearning
[193] analytics
[189] ai
[132] abdsc
[88] deeplearning
[80] iot
[78] python
[49] rstats

Top Hashtags in Tweet in G3:
[678] datascience
[280] bigdata
[181] machinelearning
[141] ai
[123] analytics
[73] deeplearning
[63] iot
[48] hadoop
[45] ml
[33] python

Top Hashtags in Tweet in G4:
[912] datascience
[723] bigdata
[601] machinelearning
[520] ai
[363] deeplearning
[123] analytics
[97] iot
[46] python
[43] rstats
[27] programming

Top Hashtags in Tweet in G5:
[165] datascience
[85] bigdata
[42] ai
[40] machinelearning
[31] analytics
[29] odsc
[25] ml
[17] deeplearning
[13] python
[13] iot

Top Hashtags in Tweet in G6:
[103] datascience
[48] rt
[36] bigdata
[31] machinelearning
[18] iot
[17] ai
[15] analytics
[9] google
[7] business
[6] deeplearning

Top Hashtags in Tweet in G7:
[123] datascience
[121] bigdata
[85] analytics
[73] makeyourownlane
[66] defstar5
[58] socialmediaanalytics
[49] ai
[42] ml
[24] hadoop
[23] datascientist

Top Hashtags in Tweet in G8:
[93] datascience
[85] rstats
[4] bigdata
[3] machinelearning
[3] ai
[2] r
[2] analytics
[2] deeplearning
[1] statistics
[1] rstudio

Top Hashtags in Tweet in G9:
[57] datascience
[52] ai
[50] bigdata
[44] machinelearning
[31] data
[31] science
[22] python
[21] tech
[20] artificialintelligence
[18] dl

Top Hashtags in Tweet in G10:
[52] datascience
[22] bigdata
[15] python
[14] machinelearning
[10] rstats
[7] anaconda
[6] dataanalysis
[5] datascientist
[4] sas
[4] ai

Top Words
Top Words in Tweet in Entire Graph:
[2104] Words in Sentiment List#1: Positive
[804] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[73868] Non-categorized Words
[76776] Total Words
[4047] datascience
[2299] data
[2080] bigdata
[1578] science
[1312] machinelearning

Top Words in Tweet in G1:
[451] data
[361] science
[226] datascience
[63] bigdata
[51] analytics
[49] python
[33] machinelearning
[33] big
[29] 9
[29] r

Top Words in Tweet in G2:
[912] datascience
[515] bigdata
[363] data
[291] kirkdborne
[284] machinelearning
[227] science
[219] analytics
[201] ai
[156] learning
[139] python

Top Words in Tweet in G3:
[678] datascience
[283] bigdata
[275] data
[181] machinelearning
[168] science
[152] ai
[139] analytics
[126] learning
[106] machine
[76] python

Top Words in Tweet in G4:
[912] datascience
[724] bigdata
[601] machinelearning
[561] ai
[419] gp_pulipaka
[363] deeplearning
[156] https
[128] analytics
[125] data
[105] iot

Top Words in Tweet in G5:
[165] datascience
[85] bigdata
[81] data
[52] odsc
[51] science
[44] ai
[40] machinelearning
[31] analytics
[25] ml
[23] kdnuggets

Top Words in Tweet in G6:
[103] datascience
[50] ronald_vanloon
[41] data
[36] bigdata
[33] science
[31] machinelearning
[26] dataiku
[26] iot
[20] summarized
[20] one

Top Words in Tweet in G7:
[123] datascience
[121] bigdata
[85] analytics
[73] makeyourownlane
[66] defstar5
[58] socialmediaanalytics
[49] ai
[42] ml
[34] 2017
[32] 10

Top Words in Tweet in G8:
[93] datascience
[85] rstats
[68] rbloggers
[57] data
[55] r
[19] analysis
[19] fast
[19] lookups
[19] dplyr
[19] vs

Top Words in Tweet in G9:
[57] datascience
[54] ai
[50] bigdata
[49] data
[44] machinelearning
[42] science
[31] prepare
[31] society
[31] creativity
[31] key

Top Words in Tweet in G10:
[56] datascience
[28] data
[23] python
[22] science
[22] bigdata
[14] machinelearning
[12] anaconda
[11] 2017
[11] continuumio
[10] rstats

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1498] data,science
[734] machinelearning,datascience
[674] datascience,ai
[577] bigdata,datascience
[451] deeplearning,machinelearning
[447] bigdata,deeplearning
[284] machine,learning
[223] datascience,machinelearning
[217] bigdata,analytics
[205] bigdata,machinelearning

Top Word Pairs in Tweet in G1:
[344] data,science
[27] science,platform
[26] platform,market
[26] market,expected
[26] expected,reach
[26] reach,101
[26] 101,37
[26] 37,billion
[26] billion,usd
[26] usd,2021

Top Word Pairs in Tweet in G2:
[217] data,science
[183] bigdata,datascience
[104] machinelearning,datascience
[100] datascience,ai
[95] bigdata,analytics
[79] machine,learning
[74] datascience,machinelearning
[55] abdsc,bigdata
[50] deeplearning,machinelearning
[49] bigdata,deeplearning

Top Word Pairs in Tweet in G3:
[159] data,science
[99] machine,learning
[97] bigdata,datascience
[71] machinelearning,datascience
[57] datascience,ai
[45] datascience,machinelearning
[42] bigdata,analytics
[39] deeplearning,machinelearning
[37] bigdata,deeplearning
[35] analytics,datascience

Top Word Pairs in Tweet in G4:
[479] machinelearning,datascience
[439] datascience,ai
[319] deeplearning,machinelearning
[316] bigdata,deeplearning
[149] bigdata,datascience
[143] bigdata,machinelearning
[42] machine,learning
[39] big,data
[38] ai,https
[35] data,science

Top Word Pairs in Tweet in G5:
[47] data,science
[24] bigdata,datascience
[21] machinelearning,datascience
[19] odsc,datascience
[17] datascience,ai
[14] francesco_ai,bigdata
[14] bigdata,deeplearning
[13] deeplearning,machinelearning
[12] datascience,bigdata
[12] datascience,machinelearning

Top Word Pairs in Tweet in G6:
[31] data,science
[21] ronald_vanloon,data
[20] science,summarized
[20] summarized,one
[20] one,picture
[20] picture,datascience
[20] datascience,machinelearning
[14] datascience,iot
[9] 20,big
[9] big,data

Top Word Pairs in Tweet in G7:
[47] datascience,socialmediaanalytics
[47] socialmediaanalytics,makeyourownlane
[40] makeyourownlane,defstar5
[36] defstar5,analytics
[33] bigdata,datascience
[32] ai,ml
[32] 10,bigdata
[32] bigdata,trends
[32] trends,watch
[32] watch,out

Top Word Pairs in Tweet in G8:
[84] rstats,datascience
[19] fast,data
[19] data,lookups
[19] lookups,r
[19] r,dplyr
[19] dplyr,vs
[19] vs,data
[19] data,table
[19] table,rstats
[18] sentiment,analysis

Top Word Pairs in Tweet in G9:
[42] data,science
[31] prepare,ai
[31] society,creativity
[31] creativity,data
[31] science,key
[22] bigdata,datascience
[21] datascience,ai
[20] ai,artificialintelligence
[20] artificialintelligence,society
[20] key,tech

Top Word Pairs in Tweet in G10:
[21] data,science
[8] report,2017
[8] passes,sas
[8] sas,python
[8] bigdata,datascience
[6] secure,scalable
[6] scalable,datascience
[6] datascience,deployments
[6] deployments,anaconda
[6] python,datascience

Top Replied-To
Top Replied-To in Entire Graph:
@miiafrica
@allendowney
@argyris
@gmariotti10
@kdnuggets
@h2oai
@stanford
@cazena
@jennybryan
@msubbaiah1

Top Replied-To in G2:
@ptullochott
@timoreilly
@kdnuggets
@brownuniversity
@spirosmargaris

Top Replied-To in G3:
@h2oai
@oreillymedia
@kennesawstate
@cazena
@normapadron_

Top Replied-To in G4:
@google
@stanford
@jennybryan
@facebook
@suniljose_

Top Mentioned
Top Mentioned in Entire Graph:
@gp_pulipaka
@kirkdborne
@datasciencectrl
@kdnuggets
@rbloggers
@ronald_vanloon
@xmind
@ipfconline1
@odsc
@analyticbridge

Top Mentioned in G1:
@formacionenmk
@jaimechinchi
@freedomfirecom
@dacota_one
@dataninjaapi
@csv_mapper
@cstorenews_

Top Mentioned in G2:
@kirkdborne
@datasciencectrl
@gp_pulipaka
@kdnuggets
@xmind
@analyticbridge
@datascienceinc
@evansinar
@4orgexcellence
@kaggle

Top Mentioned in G3:
@gp_pulipaka
@kirkdborne
@kdnuggets
@thingsexpo
@bcohen777
@techjunkiejh
@datasciencectrl
@4orgexcellence
@ronald_vanloon
@moorejh

Top Mentioned in G4:
@gp_pulipaka
@kirkdborne
@ipfconline1
@miketamir
@mikequindazzi
@marcusborba
@pwc_llp
@xilinxinc
@kdnuggets
@forrester

Top Mentioned in G5:
@odsc
@kdnuggets
@francesco_ai
@gp_pulipaka
@diegokuonen
@kirkdborne
@datafloq
@scoopit
@agonigrammi
@polytechnique

Top Mentioned in G6:
@ronald_vanloon
@dataiku
@gartner_inc
@infomgmt
@gp_pulipaka
@we
@azure
@rogermoore
@bicorner
@datafloq

Top Mentioned in G7:
@asthanakamit
@bourseettrading
@cloudpreacher
@birdoncloud
@ipfconline1
@evankirstel
@sarahetodd
@alexclcheung
@jlmico
@tensorflowp

Top Mentioned in G8:
@rbloggers
@gp_pulipaka
@odsc
@datascienceinc
@diegokuonen
@r_programming
@datascience_top
@kirkdborne

Top Mentioned in G9:
@gp_pulipaka
@jblefevre60
@deeplearn007
@coolhuntingnews
@travelonmove
@kirkdborne
@amadeu
@ipfconline1
@dd_fafa_

Top Mentioned in G10:
@continuumio
@datacamp
@datanami
@datadotworld
@alex_woodie
@beskotw
@koverholt
@marcel_dmg
@ga_atx
@teoliphant

Top Tweeters
Top Tweeters in Entire Graph:
@alt_bit_coins
@nosqldigest
@mikkil
@arkangelscrap
@jbkavungal
@harley_woody
@kellyroosve
@startupsupastar
@_globalcareers
@janinebucks

Top Tweeters in G1:
@alt_bit_coins
@jbkavungal
@harley_woody
@kellyroosve
@_globalcareers
@msdtechnews
@secnewsbot
@semanticearth
@lisabriercliffe
@floridarussian

Top Tweeters in G2:
@arkangelscrap
@roomeezon
@evankirstel
@innova_scape
@itknowingness
@nytimes
@data_nerd
@b2community
@sidelinedbuddah
@punjabimodern1

Top Tweeters in G3:
@sale_ebook
@mcdonalds
@vikasjee
@biconnections
@dustcloud_io
@trippbraden
@georgiaretweet
@heysannahosanna
@alevergara78
@fastcompany

Top Tweeters in G4:
@startuprealtime
@sectest9
@ottlegalrebels
@kingofpayments
@orlandoandresm4
@walesbuzz
@inkalex
@mariuskarma
@buzzsaffa
@o2webdev

Top Tweeters in G5:
@yvesmulkers
@rosenchild
@pieterdenijs
@thedaily_web
@tableteer
@vanrijmenam
@datafloq
@infopronetwork
@cued_
@lgaretio

Top Tweeters in G6:
@gezgintrk
@volkergoebbels
@nancyrubin
@chidambara09
@vanalich
@dzone
@sshin6591
@maxdinizandrade
@juliebhunt
@geraldsantucci

Top Tweeters in G7:
@kaidoagency
@bourseettrading
@txescu
@natasharaynerz
@watchem_foldup
@djsmuvbeatz
@karthicktalks
@bareecatoonny
@saleemakram
@soundcloudmouth

Top Tweeters in G8:
@guenterhack
@r_linux
@obsmexcrisis
@aad34210
@antoviral
@ardalby71
@przzzyy
@iamvaalpaiyan_
@copypasteusa
@rbloggers

Top Tweeters in G9:
@zillman
@nandito94
@alban_jarry
@hernangraffe
@severinelienard
@jblefevre60
@hazels_universe
@risto_matti
@conorcusack
@realpython

Top Tweeters in G10:
@mashable
@cathchenavas
@juliotrujillo_
@be3d
@hyperchickaisha
@beskotw
@danielcantorna
@homeaway
@adduco_tech
@datanami