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#bigdata_2019-12-02_12-16-46.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
December 02, 2019
Description:
Description
The graph represents a network of 3,923 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 Monday, 02 December 2019 at 20:19 UTC.

The requested start date was Monday, 02 December 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 10,000.

The tweets in the network were tweeted over the 1-day, 19-hour, 28-minute period from Friday, 29 November 2019 at 17:13 UTC to Sunday, 01 December 2019 at 12:41 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 : 3923
Unique Edges : 7421
Edges With Duplicates : 7989
Total Edges : 15410
Number of Edge Types : 3
Mentions : 12531
Tweet : 2797
Replies to : 82
Self-Loops : 2797
Reciprocated Vertex Pair Ratio : 0.00952032222629074
Reciprocated Edge Ratio : 0.0188610808850199
Connected Components : 512
Single-Vertex Connected Components : 241
Maximum Vertices in a Connected Component : 2754
Maximum Edges in a Connected Component : 14036
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.628995
Graph Density : 0.000537566409372257
Modularity : 0.376644
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 3,923 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 Monday, 02 December 2019 at 20:19 UTC.

The requested start date was Monday, 02 December 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 10,000.

The tweets in the network were tweeted over the 1-day, 19-hour, 28-minute period from Friday, 29 November 2019 at 17:13 UTC to Sunday, 01 December 2019 at 12:41 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 : #bigdata
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:
[211] https://twinybots.ch/
[190] https://twitter.com/thekaushalsoni
[61] https://www.datasciencecentral.com/profiles/blogs/top-7-data-science-use-cases-in-administration
[42] https://www.cpomagazine.com/cyber-security/the-promise-and-challenges-of-ai-and-machine-learning-for-cybersecurity/
[38] https://www.techrepublic.com/article/cybersecurity-in-2020-more-targeted-attacks-ai-not-a-prevention-panacea/#ftag=RSS56d97e7
[33] https://www.forbes.com/sites/charlestowersclark/2019/11/27/planning-better-cities-with-ai--big-data/#53078b167d34
[32] https://www.datasciencecentral.com/page/search?q=Practical+Apache+Spark+in+10+minutes
[30] https://www.aisoma.de/10-useful-ai-ml-slides/
[30] https://customvision.ai:443/
[29] https://www.techradar.com/news/best-gaming-monitor

Top URLs in Tweet in G1:
[26] https://www.forbes.com/sites/quora/2019/11/27/the-surprising-way-artificial-intelligence-is-transforming-transportation/#37dee45b7f28
[16] https://www.ehackingnews.com/2019/11/thousands-of-russians-became-victims-of.html
[14] https://snip.ly/6g7aj3
[14] https://twinybots.ch/
[12] https://www.cpomagazine.com/cyber-security/the-promise-and-challenges-of-ai-and-machine-learning-for-cybersecurity/
[11] https://www.techrepublic.com/article/cybersecurity-in-2020-more-targeted-attacks-ai-not-a-prevention-panacea/#ftag=RSS56d97e7
[10] https://www.data-vault.co.uk/data-warehouse-project-skills/
[9] https://www.silicon.co.uk/data-storage/bigdata/alliance-between-5g-artificial-intelligence-265329
[9] http://truthonthemarket.com/2019/10/08/why-data-is-not-the-new-oil/
[8] https://www.forbes.com/sites/cognitiveworld/2019/11/27/the-artificial-intelligence-industry-and-global-challenges/#a9a1cb73deb9

Top URLs in Tweet in G2:
[179] https://twitter.com/thekaushalsoni
[65] https://twinybots.ch/
[27] https://www.datasciencecentral.com/profiles/blogs/top-7-data-science-use-cases-in-administration
[23] https://www.techrepublic.com/article/cybersecurity-in-2020-more-targeted-attacks-ai-not-a-prevention-panacea/#ftag=RSS56d97e7
[22] https://www.cpomagazine.com/cyber-security/the-promise-and-challenges-of-ai-and-machine-learning-for-cybersecurity/
[16] https://www.techradar.com/news/best-gaming-monitor
[15] https://techsocialnetwork.co.uk/2019/11/18/hadoop-vs-spark-an-accurate-question/
[13] https://www.namecheap.com/domains/marketplace/listing/57233918/
[11] https://www.datasciencecentral.com/profiles/blogs/40-techniques-used-by-data-scientists
[11] https://www.forbes.com/sites/charlestowersclark/2019/11/27/planning-better-cities-with-ai--big-data/#53078b167d34

Top URLs in Tweet in G3:
[69] https://twinybots.ch/
[20] https://e-learning-teleformacion.blogspot.com/2019/11/vol-14-no-22-2019-international-journal.html
[17] https://www.datasciencecentral.com/profiles/blogs/top-7-data-science-use-cases-in-administration
[14] https://www.forbes.com/sites/charlestowersclark/2019/11/27/planning-better-cities-with-ai--big-data/#53078b167d34
[14] https://e-learning-teleformacion.blogspot.com/2019/11/big-data-analytics-and-e-learning-in.html
[11] https://medium.com/@eraser/big-crypto-big-data-blockchain-and-cryptocurrency-ea4509030ec2?source=friends_link&sk=edfb9eef723944770f7a8039eeb34766
[9] https://www.sposea.com/bright-price-optimizer.html
[8] http://po.st/vbcRpA
[8] https://dzone.com/articles/getting-started-with-spring-cloud-stream
[8] http://dailycriticism.com/2019/11/29/insurance-analytics-market-is-set-for-rapid-growth-by-2029/

Top URLs in Tweet in G4:
[17] https://customvision.ai:443/
[14] http://customvision.ai/
[9] https://www.manning.com/?a_aid=r51&chan=tw
[9] https://medium.com/better-programming/cohort-analysis-with-python-e81d9d740a9b
[4] https://udemy-free-coupons.blogspot.com/2019/11/profitable-forex-robotea-simple-way-to.html
[4] http://www.couponfree.uk/2019/11/cutting-edge-ai-deep-reinforcement.html
[4] https://blog.goyello.com/2019/11/27/whats-what-in-tensorflow-2-0/
[3] http://www.globalbigdataconference.com/144685/big-data--higher-education-how-are-they-connected/industrynews-details.html
[3] http://www.couponfree.uk/2019/01/deep-learning-convolutional-neural.html
[3] http://www.deeplearningcentral.com/

Top URLs in Tweet in G5:
[17] http://www.cityfalcon.com/
[5] https://twinybots.ch/
[5] http://dev.geekwall.in/2c160cc3d0
[4] https://www.cityfalcon.com/watchlists?assets=aapl,%20tsla&utm_campaign=T_AT
[3] http://dev.geekwall.in/421bda5986
[3] http://ow.ly/W3E730l0wZY
[2] https://www.hansonregan.com/blog/how-data-analytics-improve-business-decisions/
[2] http://www.inc.com/ryan-jenkins/how-to-gamify-career-paths-to-retain-and-engage-millennials.html
[2] https://venturebeat.com/2019/11/29/probeat-alexa-what-is-the-worst-shopping-website-im-a-big-fan-of-amazon/?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.smartdatacollective.com/is-big-data-creating-competitive-edge-for-small-businesses/

Top URLs in Tweet in G6:
[53] https://twinybots.ch/
[9] https://www.techradar.com/news/best-gaming-monitor
[8] http://www.wiomax.com/lora-and-nb-iot-the-lpwa-technologies-unlock-the-potentials-of-smart-iot/
[8] https://www.hansonregan.com/blog/how-data-analytics-improve-business-decisions/
[7] https://www.datasciencecentral.com/profiles/blogs/top-7-data-science-use-cases-in-administration
[6] https://www.forbes.com/sites/charlestowersclark/2019/11/27/planning-better-cities-with-ai--big-data/#53078b167d34
[6] https://www.techradar.com/news/black-friday-deals-2019
[6] https://vanrijmenam.nl/3-concepts-that-define-future-of-work/
[5] https://govinsider.asia/innovation/qlik-how-big-data-and-blockchain-are-solving-three-key-food-supply-issues/
[5] https://www.forbes.com/sites/cognitiveworld/2019/11/27/the-artificial-intelligence-industry-and-global-challenges/#a9a1cb73deb9

Top URLs in Tweet in G7:
[17] https://www.datasciencecentral.com/page/search?q=Practical+Apache+Spark+in+10+minutes
[15] https://www.datasciencecentral.com/profiles/blogs/large-collection-of-neural-networks-ml-numpy-pandas-matplotlib-sc
[15] https://dy.si/yoptR
[15] https://www.aisoma.de/10-useful-ai-ml-slides/
[14] https://www.datasciencecentral.com/profiles/blogs/critical-tools-used-in-the-data-science-domain
[9] https://www.datasciencecentral.com/profiles/blogs/thursday-news-november-29-special-thanksgiving-edition
[8] https://www.datasciencecentral.com/profiles/blogs/apache-spark-streaming-tutorial-for-beginners
[8] https://twitter.com/KirkDBorne/status/1198462116669411328
[7] https://twitter.com/KirkDBorne/status/1199686373663551491
[6] https://engage.bah.com/Article/Redirect/6fc62cf5-ca7b-4ffb-a593-b5ea180eb641?uc=30185&g=92e04772-590f-4ea2-82bf-a0db28aee553&f=77863

Top URLs in Tweet in G8:
[3] https://www.lebigdata.fr/creer-entreprise-faire-connaitre-big-data
[3] http://www.lexpress.fr/emploi/franchise/le-partage-de-donnees-est-un-gage-de-reussite-en-franchise_2109170.html
[3] https://iatranshumanisme.com/?p=13517
[3] https://www.udemy.com/course/les-12-services-fondamentaux-du-cloud-aws-version-longue/?couponCode=TOULOUSE
[2] https://www.actuia.com/contribution/stephane-amarsy/lia-hybride-rend-possible-la-transparence-algorithmique/
[2] https://www.lebigdata.fr/accorhotels-teraoctet-donnees-fuite?utm_source=Sociallymap&utm_medium=Sociallymap&utm_campaign=Sociallymap
[2] https://www.cio.com/article/3241886/data-enrichment-a-force-multiplier-in-a-big-data-environment.html?utm_campaign=buffer
[2] https://www.la-croix.com/Sciences-et-ethique/Sciences-et-ethique/Voyage-coeur-lintelligence-artifielle-2019-11-26-1201062721
[2] https://www.abondance.com/20191126-41429-bing-ameliore-encore-sa-recherche-dimages.html
[2] https://korii.slate.fr/tech/histoire-lexique-tendances-intelligence-artificielle-etude-mit

Top URLs in Tweet in G9:
[15] https://www.visualcapitalist.com/big-data-keeps-getting-bigger/
[1] https://twitter.com/i/web/status/1200484580043698177
[1] https://twitter.com/i/web/status/1200622230146695168
[1] https://twitter.com/i/web/status/1200623443298766848
[1] https://twitter.com/i/web/status/1200679105798311936

Top URLs in Tweet in G10:
[3] https://spell.run/
[2] https://channels.plos.org/dfs
[1] https://twitter.com/i/web/status/1200467145718718467
[1] https://twitter.com/i/web/status/1200662913926803461
[1] https://www.thelancet.com/journals/landig/issue/current
[1] https://news.efinancialcareers.com/uk-en/285249/machine-learning-and-big-data-j-p-morgan
[1] https://twitter.com/i/web/status/1200625513808744448
[1] https://www.pwc.com/us/en/services/consulting/library/consumer-intelligence-series/5g-small-cells-consumer.html
[1] https://twitter.com/i/web/status/1200472080925560832
[1] https://twitter.com/i/web/status/1200592602149609472

Top Domains
Top Domains in Tweet in Entire Graph:
[2368] twitter.com
[330] datasciencecentral.com
[266] paper.li
[211] twinybots.ch
[183] forbes.com
[104] iotbigdatajobs.com
[91] blogspot.com
[88] co.uk
[85] cpomagazine.com
[69] techrepublic.com

Top Domains in Tweet in G1:
[233] twitter.com
[55] forbes.com
[43] datasciencecentral.com
[37] cpomagazine.com
[23] co.uk
[22] techrepublic.com
[21] snip.ly
[20] securityaffairs.co
[20] ehackingnews.com
[16] viruss.eu

Top Domains in Tweet in G2:
[947] twitter.com
[105] datasciencecentral.com
[65] twinybots.ch
[63] iotbigdatajobs.com
[54] forbes.com
[46] workiniot.com
[37] co.uk
[35] cpomagazine.com
[34] techrepublic.com
[34] techradar.com

Top Domains in Tweet in G3:
[358] twitter.com
[69] twinybots.ch
[65] blogspot.com
[52] datasciencecentral.com
[50] forbes.com
[38] faveeo.com
[28] iotbigdatajobs.com
[22] co.uk
[21] paper.li
[19] medium.com

Top Domains in Tweet in G4:
[154] twitter.com
[31] customvision.ai
[16] globalbigdataconference.com
[12] medium.com
[10] manning.com
[9] towardsdatascience.com
[9] couponfree.uk
[6] blogspot.com
[4] datasciencecentral.com
[4] goyello.com

Top Domains in Tweet in G5:
[310] twitter.com
[43] paper.li
[21] cityfalcon.com
[8] geekwall.in
[7] linkedin.com
[5] twinybots.ch
[4] venturebeat.com
[3] smartdatacollective.com
[3] ow.ly
[3] youtube.com

Top Domains in Tweet in G6:
[73] twitter.com
[53] twinybots.ch
[30] paper.li
[23] wiomax.com
[21] datasciencecentral.com
[18] forbes.com
[17] techradar.com
[11] dzone.com
[9] iotbigdatajobs.com
[8] hansonregan.com

Top Domains in Tweet in G7:
[100] datasciencecentral.com
[63] twitter.com
[25] dy.si
[16] aisoma.de
[8] amazon.com
[7] bah.com
[5] medium.com
[5] datahacker.rs
[3] coindesk.com
[3] cnbc.com

Top Domains in Tweet in G8:
[28] hukum.blog
[27] twitter.com
[7] lebigdata.fr
[6] paper.li
[6] udemy.com
[5] cio.com
[3] lexpress.fr
[3] iatranshumanisme.com
[2] actuia.com
[2] la-croix.com

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

Top Domains in Tweet in G10:
[9] twitter.com
[3] spell.run
[2] efinancialcareers.com
[2] plos.org
[1] thelancet.com
[1] pwc.com
[1] campussanofi.es
[1] customvision.ai

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[7504] bigdata
[4217] ai
[2866] iot
[2725] datascience
[2266] machinelearning
[2199] analytics
[989] artificialintelligence
[780] iiot
[715] deeplearning
[691] cybersecurity



Top Hashtags in Tweet in G1:
[1169] bigdata
[812] ai
[521] iot
[386] machinelearning
[342] datascience
[290] analytics
[285] artificialintelligence
[233] cybersecurity
[183] ml
[166] fintech

Top Hashtags in Tweet in G2:
[2471] bigdata
[1443] ai
[1045] iot
[809] datascience
[743] machinelearning
[644] analytics
[421] artificialintelligence
[338] smm
[321] infographic
[316] cybersecurity

Top Hashtags in Tweet in G3:
[1176] bigdata
[480] ai
[293] iot
[223] datascience
[220] machinelearning
[147] analytics
[141] artificialintelligence
[118] deeplearning
[107] data
[78] cloud

Top Hashtags in Tweet in G4:
[1024] bigdata
[973] datascience
[927] analytics
[786] ai
[660] iot
[613] machinelearning
[461] iiot
[384] pytorch
[272] python
[192] rstats

Top Hashtags in Tweet in G5:
[206] bigdata
[46] ai
[40] iot
[20] data
[18] devops
[17] blackfriday
[16] smartwork
[16] correlation
[16] loveyourcareer
[16] springmvc

Top Hashtags in Tweet in G6:
[508] bigdata
[277] ai
[140] iot
[103] datascience
[80] machinelearning
[76] analytics
[52] business
[50] blockchain
[46] fintech
[37] artificialintelligence

Top Hashtags in Tweet in G7:
[176] bigdata
[158] datascience
[145] ai
[143] machinelearning
[79] datascientists
[52] iot
[50] analytics
[45] abdsc
[39] deeplearning
[35] iiot

Top Hashtags in Tweet in G8:
[85] bigdata
[28] datascience
[20] technology
[19] data
[17] ia
[17] tech
[16] robotics
[15] ai
[13] startup
[13] kunstmatigeintelligentie

Top Hashtags in Tweet in G9:
[25] bigdata
[13] ai
[9] iot
[8] fintech
[8] robotics
[6] tech
[4] marketing
[3] artificialintelligence
[3] analytics
[3] datascience

Top Hashtags in Tweet in G10:
[49] bigdata
[26] analytics
[22] datascience
[20] ai
[17] machinelearning
[14] iot
[8] anthropometric
[8] iiot
[5] python
[5] ncicommons

Top Words
Top Words in Tweet in Entire Graph:
[4633] Words in Sentiment List#1: Positive
[1916] Words in Sentiment List#2: Negative
[10] Words in Sentiment List#3: Angry/Violent
[172830] Non-categorized Words
[179379] Total Words
[7505] #bigdata
[4222] #ai
[2868] #iot
[2725] #datascience
[2266] #machinelearning

Top Words in Tweet in G1:
[1170] #bigdata
[812] #ai
[522] #iot
[386] #machinelearning
[342] #datascience
[335] gt
[290] #analytics
[285] #artificialintelligence
[253] ronald_vanloon
[233] #cybersecurity

Top Words in Tweet in G2:
[2471] #bigdata
[1447] #ai
[1097] gt
[1045] #iot
[809] #datascience
[743] #machinelearning
[644] #analytics
[601] data
[421] #artificialintelligence
[421] mikequindazzi

Top Words in Tweet in G3:
[1176] #bigdata
[491] data
[481] #ai
[329] gt
[294] #iot
[263] big
[223] #datascience
[220] #machinelearning
[147] #analytics
[141] #artificialintelligence

Top Words in Tweet in G4:
[1024] #bigdata
[973] #datascience
[927] #analytics
[786] #ai
[742] gp_pulipaka
[660] #iot
[613] #machinelearning
[461] #iiot
[384] #pytorch
[272] #python

Top Words in Tweet in G5:
[206] #bigdata
[152] data
[102] big
[46] #ai
[40] #iot
[32] news
[31] iot
[28] analytics
[23] ai
[23] top

Top Words in Tweet in G6:
[508] #bigdata
[277] #ai
[157] data
[140] #iot
[103] #datascience
[80] #machinelearning
[76] #analytics
[57] gt
[56] big
[52] #business

Top Words in Tweet in G7:
[176] #bigdata
[159] kirkdborne
[158] #datascience
[145] #ai
[143] #machinelearning
[79] #datascientists
[52] #iot
[50] #analytics
[46] gt
[45] #abdsc

Top Words in Tweet in G8:
[85] #bigdata
[28] #datascience
[20] #technology
[19] #data
[17] #ia
[17] #tech
[16] #robotics
[15] #ai
[13] #startup
[13] #kunstmatigeintelligentie

Top Words in Tweet in G9:
[30] more
[25] #bigdata
[17] day
[17] twitter
[15] getting
[15] bigger
[15] produce
[15] content
[14] 000
[13] #ai

Top Words in Tweet in G10:
[49] #bigdata
[26] #analytics
[22] #datascience
[21] gt
[20] #ai
[20] data
[19] gp_pulipaka
[17] #machinelearning
[14] #iot
[12] big

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1759] #bigdata,#analytics
[1375] #analytics,#datascience
[1267] #datascience,#ai
[1157] gt,gt
[1071] #ai,#machinelearning
[723] #iot,#iiot
[613] big,data
[605] #iot,#bigdata
[558] #iiot,#pytorch
[553] #machinelearning,#iot

Top Word Pairs in Tweet in G1:
[216] gt,gt
[187] #bigdata,#analytics
[167] #iot,#bigdata
[129] #analytics,#datascience
[115] #cybersecurity,#databreach
[115] #datascience,#ai
[113] #ai,#machinelearning
[103] read,more
[98] #databreach,#hackers
[93] artificial,intelligence

Top Word Pairs in Tweet in G2:
[674] gt,gt
[438] #bigdata,#analytics
[290] #iot,#bigdata
[280] #analytics,#datascience
[253] #ai,#machinelearning
[247] #ai,#iot
[212] #datascience,#ai
[179] #infographic,follow
[158] #ai,#bigdata
[158] #bigdata,#infosec

Top Word Pairs in Tweet in G3:
[223] big,data
[179] gt,gt
[74] #iot,#bigdata
[69] #bigdata,#ai
[66] artificial,intelligence
[65] #bigdata,#analytics
[65] #datascience,#ai
[61] #ai,#bigdata
[57] #analytics,#datascience
[54] machine,learning

Top Word Pairs in Tweet in G4:
[923] #bigdata,#analytics
[818] #analytics,#datascience
[728] #datascience,#ai
[546] #ai,#machinelearning
[461] #iot,#iiot
[384] #iiot,#pytorch
[308] #machinelearning,#iot
[235] #pytorch,#python
[188] #python,#rstats
[140] #datascience,#iot

Top Word Pairs in Tweet in G5:
[88] big,data
[23] #iot,#bigdata
[16] #smartwork,#correlation
[16] #correlation,#loveyourcareer
[16] #loveyourcareer,#springmvc
[16] #springmvc,#devops
[16] #devops,#java
[16] #java,#bigdata
[16] #bigdata,#bepositive
[16] #bepositive,#loveyourwork

Top Word Pairs in Tweet in G6:
[55] #bigdata,#analytics
[53] #bigdata,#ai
[49] big,data
[41] #datascience,#ai
[35] #ai,#iot
[35] #analytics,#datascience
[33] #ai,#femtech
[33] #femtech,#cryptocurrency
[33] #cryptocurrency,#blockchain
[33] #blockchain,#mastermind

Top Word Pairs in Tweet in G7:
[83] #datascience,#ai
[60] #bigdata,#datascience
[57] #ai,#machinelearning
[48] #bigdata,#analytics
[38] #analytics,#datascience
[34] #iot,#iiot
[28] #machinelearning,#iot
[27] #machinelearning,#deeplearning
[26] #iiot,#pytorch
[23] gt,gt

Top Word Pairs in Tweet in G8:
[17] #datascience,#bigdata
[16] #robotics,#data
[16] #data,#datascience
[16] #bigdata,#technology
[12] #kunstmatigeintelligentie,#tech
[12] #tech,#toekomst
[12] #toekomst,#algoritmen
[12] #algoritmen,#informatica
[12] #informatica,#robotics
[11] #ia,#bigdata

Top Word Pairs in Tweet in G9:
[15] #bigdata,getting
[15] getting,bigger
[15] bigger,produce
[15] produce,more
[15] more,more
[15] more,content
[15] content,day
[13] sdg2030,#bigdata
[11] 511,200
[10] twitter,user

Top Word Pairs in Tweet in G10:
[25] #bigdata,#analytics
[16] #analytics,#datascience
[15] #datascience,#ai
[13] #ai,#machinelearning
[12] big,data
[11] gt,gt
[9] #machinelearning,#iot
[8] december,issue
[8] issue,live
[8] live,featuring

Top Replied-To
Top Replied-To in Entire Graph:
@chainofthings
@angelicagallegs
@daanvanbeek
@a2ztube
@nomiiguruchiku
@cgtorrijos
@mckinsey
@clark_robotics
@jackcoleman219
@isansys

Top Replied-To in G1:
@wef
@nathealings

Top Replied-To in G2:
@chainofthings
@bing
@a2ztube
@gp_pulipaka

Top Replied-To in G3:
@pat_falzetti
@monteagudo_ai
@jackcoleman219
@clark_robotics
@nomiiguruchiku
@mckinsey
@isansys
@pcatibm
@aoir_org
@rkradhakrishn

Top Replied-To in G4:
@angelicagallegs

Top Replied-To in G7:
@kirkdborne

Top Mentioned
Top Mentioned in Entire Graph:
@gp_pulipaka
@mikequindazzi
@fisher85m
@ronald_vanloon
@kirkdborne
@reach2ratan
@24kmedia
@thekaushalsoni
@richardeudes
@antgrasso

Top Mentioned in G1:
@ronald_vanloon
@reach2ratan
@fisher85m
@gp_pulipaka
@mikequindazzi
@forbes
@andi_staub
@wef
@automeme
@kirkdborne

Top Mentioned in G2:
@fisher85m
@mikequindazzi
@24kmedia
@thekaushalsoni
@gp_pulipaka
@manishrath
@richardeudes
@ronald_vanloon
@antgrasso
@bhargab0071

Top Mentioned in G3:
@mikequindazzi
@eraser
@gp_pulipaka
@analyticsweek
@ronald_vanloon
@fisher85m
@iotbigdatajobs
@ds_analytics
@arjenvanberkum
@thancmarfeldt

Top Mentioned in G4:
@gp_pulipaka
@datasciencefr
@cognilytica
@rschmelzer
@wil_bielert
@analyticsfr
@primary_immune
@richardeudes
@unblockedfuture
@yukarikingdom18

Top Mentioned in G5:
@tala201677
@ume_kyd
@thewritecure
@everlearntweets
@achalait
@primaryvision
@biancarutjes

Top Mentioned in G6:
@gp_pulipaka
@nicochan33
@tableatthetopc1
@mikequindazzi
@xfxie
@gfradelos
@socialnewscorp
@fisher85m
@ronald_vanloon
@hotjobfinder

Top Mentioned in G7:
@kirkdborne
@gp_pulipaka
@aisoma_ag
@datasciencectrl
@andrewyng
@spotify
@jason_mayes
@dalithsteiger
@iot_bigdata
@fisher85m

Top Mentioned in G8:
@lebigdata_fr
@mateusz
@wiwer77
@consulendo
@codataschool
@germainageorges
@anthonyrochand
@modisfrance
@lexpress
@palantir_fr

Top Mentioned in G9:
@twitter
@sdg2030
@vladobotsvadze
@youtube
@google
@cbinsights
@netflix
@instagram
@biz
@bainalerts

Top Mentioned in G10:
@gp_pulipaka
@lancetdigitalh
@lindagrass0
@ncidatasci
@hubbucket
@thenci
@msexcel
@spelldotrun
@nygenome
@claus_nagel

Top Tweeters
Top Tweeters in Entire Graph:
@difusion365
@arkangelscrap
@sectest9
@jurylady5
@huskorkut
@resilient_ent
@javascriptd
@loupo85
@marionspekker
@nosqldigest

Top Tweeters in G1:
@arkangelscrap
@jurylady5
@evankirstel
@b1e56df9ce6549f
@billnigh
@gmizrachi
@fintechna
@jamesjava
@marshacollier
@akwyz

Top Tweeters in G2:
@sectest9
@resilient_ent
@loupo85
@alevergara78
@aaroncuddeback
@hotjobfinder
@santchiweb
@codernotesbot
@swissbusiness
@calcaware

Top Tweeters in G3:
@difusion365
@nosqldigest
@chidambara09
@csa_dvillamizar
@eraser
@kotaknaren
@el_pais
@iam__network
@jeffbullas
@construyenpais

Top Tweeters in G4:
@huskorkut
@javascriptd
@marionspekker
@monicasloves
@ejlazar
@nieuwemarlean
@mhall55nine
@marienassar_
@jilliemary
@pvalsfr

Top Tweeters in G5:
@andysugs
@evanderburg
@portfoliobuzz
@freshsalis
@suriyasubraman
@woodentek_world
@startupmath
@hubbog
@turdface68
@gramsbottom

Top Tweeters in G6:
@clairebotai
@nicochan33
@socialnewscorp
@femtech_
@2601manish
@cristobalvega
@iamrosario_
@janlgordon
@watchdogdiva
@web_pixelportal

Top Tweeters in G7:
@itknowingness
@btptechsearch
@analyticbridge
@jaguilam2003
@kirkdborne
@rnaudmeunier
@charlezenston
@ldsagency
@hackernoon
@eduardoriverosq

Top Tweeters in G8:
@thomasclone
@rldi_lamy
@looping_
@lexpress
@mateusz
@startupbulletin
@anthonyrochand
@catherinemoal
@cloudenfrancais
@spider_gina

Top Tweeters in G9:
@skype
@giuliog
@google
@vladobotsvadze
@sdg2030
@kapoors_s
@androm
@ejyadev
@jemilahmahmood
@netflix

Top Tweeters in G10:
@rosenchild
@caring_mobile
@hubbucket
@datadrivencare
@msexcel
@hcitexpert
@drtechnoluis
@dbi_srl
@msharmas
@plos