#NLProc, Twitter, 9/15/2019 11:50:51 PM, 209854


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#NLProc_2019-09-15_16-27-47.xlsx
#NLProc_2019-09-15_16-27-47.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
September 15, 2019
Short Description:
#NLProc via NodeXL http://bit.ly/31pbRMp
@kirkdborne
@emilymbender
@leonderczynski
@gp_pulipaka
@yvespeirsman
@thecuriousluke
@iaugenstein
@deliprao
@yuvalmarton
@kdnuggets

Top hashtags:
#nlproc
#ai
#datascience
#machinelearning
#bigdata
#analytics
#iot
#iiot
#python

Description:
Description
The graph represents a network of 2,248 Twitter users whose tweets in the requested range contained "#NLProc", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 15 September 2019 at 23:29 UTC.

The requested start date was Sunday, 15 September 2019 at 23:27 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 27-day, 9-hour, 23-minute period from Monday, 19 August 2019 at 03:15 UTC to Sunday, 15 September 2019 at 12:38 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 : 2248
Unique Edges : 3532
Edges With Duplicates : 3222
Total Edges : 6754
Self-Loops : 1201
Reciprocated Vertex Pair Ratio : 0.0342646283605693
Reciprocated Edge Ratio : 0.0662589194699287
Connected Components : 93
Single-Vertex Connected Components : 56
Maximum Vertices in a Connected Component : 2071
Maximum Edges in a Connected Component : 6543
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.81596
Graph Density : 0.000776836493735419
Modularity : 0.467457
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[457] https://www.cs.cl/
[113] https://www.datasciencecentral.com/profiles/blogs/top-20-python-libraries-for-data-science-in-2018
[62] https://www.powells.com/book/-9780262042840
[62] https://www.amazon.com/Introduction-Language-Processing-Adaptive-Computation/dp/0262042843
[61] https://www.datasciencecentral.com/profiles/blogs/10-machine-learning-methods-that-every-data-scientist-should-know
[61] https://www.analyticsvidhya.com/blog/2019/08/complete-list-important-frameworks-nlp/
[37] https://dy.si/yuDBg
[32] https://dy.si/Dh6bH
[32] https://www.datasciencecentral.com/profiles/blogs/top-20-r-libraries-for-data-science-in-2018-infographic
[26] https://dy.si/HBrRfL

Top URLs in Tweet in G1:
[108] https://www.datasciencecentral.com/profiles/blogs/top-20-python-libraries-for-data-science-in-2018
[57] https://www.datasciencecentral.com/profiles/blogs/10-machine-learning-methods-that-every-data-scientist-should-know
[54] https://www.analyticsvidhya.com/blog/2019/08/complete-list-important-frameworks-nlp/
[33] https://dy.si/yuDBg
[30] https://www.datasciencecentral.com/profiles/blogs/top-20-r-libraries-for-data-science-in-2018-infographic
[29] https://dy.si/Dh6bH
[25] https://www.datasciencecentral.com/profiles/blogs/handbook-of-deep-learning-applications-springer-book
[22] https://dy.si/HBrRfL
[20] https://hackernoon.com/multilayer-bidirectional-lstm-gru-for-text-summarization-made-easy-tutorial-4-a63db108b44f
[20] https://www.datasciencecentral.com/profiles/blogs/nlp-picks-bestsellers-a-lesson-in-using-nlp-for-hidden-feature-ex

Top URLs in Tweet in G2:
[13] http://opus.nlpl.eu/JW300.php
[11] https://aclweb.org/aclwiki/Ethics_in_NLP
[8] https://www.powells.com/book/-9780262042840
[8] https://www.amazon.com/Introduction-Language-Processing-Adaptive-Computation/dp/0262042843
[7] https://acl2020.org/calls/demos/
[6] https://twitter.com/aclmeeting/status/1164187901044744192
[5] https://acl2020.org/calls/workshops/
[5] https://pypi.org/project/wikipron/
[3] https://twitter.com/eurnlp/status/1172431523347218433
[3] http://arxiv.org/abs/1908.07898

Top URLs in Tweet in G3:
[15] https://www.youtube.com/channel/UCzKZf82vIuI8uMazyL0LIvQ
[13] https://www.cs.cl/
[11] https://github.com/microsoft/presidio
[9] https://medium.com/huggingface/introducing-fastbert-a-simple-deep-learning-library-for-bert-models-89ff763ad384
[7] https://github.com/wenhuchen/Table-Fact-Checking
[7] https://arxiv.org/abs/1908.06177
[5] https://blog.exxactcorp.com/tensorflow-vs-pytorch-vs-keras-for-nlp/
[5] https://medium.com/syncedreview/nasty-language-processing-textual-triggers-transform-bots-into-bigots-25f99b5a633
[5] https://blog.dominodatalab.com/natural-language-in-python-using-spacy/
[4] https://www.powells.com/book/-9780262042840

Top URLs in Tweet in G4:
[10] https://couponos.ooo/coupons/python-programming-algorithms-and-data-structures/
[9] https://couponos.ooo/coupons/spring-boot-microservices-with-spring-cloud-beginner-to-guru/
[7] http://CareerVillage.com
[4] https://venturebeat.com/2019/08/13/nvidia-trains-worlds-largest-transformer-based-language-model/
[3] https://couponos.me/coupon/pytorch-for-deep-learning-with-python-bootcamp/
[3] https://couponos.me/coupon/data-science-for-beginners-hands-on-data-science-in-python/
[3] https://www.cortical.io/pressrelease/2019/08/23/cortical-io-contract-intelligence-wins-ai-techaward.html
[2] https://www.packtpub.com/free-learning
[2] https://arxiv.org/pdf/1907.05337.pdf
[2] https://ai.facebook.com/blog/new-advances-in-natural-language-processing-to-better-connect-people/

Top URLs in Tweet in G5:
[2] https://www.cost.eu/actions/CA18231/#tabs|Name:overview
[2] https://www.youtube.com/channel/UCzKZf82vIuI8uMazyL0LIvQ
[2] https://researcher.watson.ibm.com/researcher/view_group_subpage.php?id=10141
[1] https://www.aclweb.org/anthology/P19-1167/
[1] https://twitter.com/KristianLindbe3/status/1166042124481175552
[1] https://copenlu.github.io/publication/2019_emnlp_augenstein/
[1] https://acl2020.org/
[1] https://copenlu.github.io/talk/2019_08_phd/
[1] https://cmi.ucsd.edu/job-postings#274
[1] https://www.nature.com/articles/d41586-019-02142-1

Top URLs in Tweet in G6:
[18] https://www.surrey.ac.uk/news/surrey-wins-ps356m-expanding-excellence-england-award-intelligent-integration-human-and
[1] https://github.com/insight-centre/saffron
[1] https://twitter.com/SemanticsConf/status/1171684847070433281
[1] https://www.aclweb.org/anthology/W19-6615
[1] https://twitter.com/Turchi_Marco/status/1169918561235722240
[1] https://ict.fbk.eu/magmatic/
[1] https://www.aclweb.org/anthology/P19-2033
[1] https://twitter.com/surafelml/status/1166608301255249920
[1] https://jobs.surrey.ac.uk/043019-R
[1] https://moment2019.insight-centre.org/?page_id=472

Top URLs in Tweet in G7:
[48] https://www.powells.com/book/-9780262042840
[48] https://www.amazon.com/Introduction-Language-Processing-Adaptive-Computation/dp/0262042843
[4] https://www.nyas.org/events/2019/natural-language-dialog-and-speech-nds-symposium/
[1] https://github.com/dkpro/dkpro-core/releases/tag/rel/dkpro-core-2.0.0
[1] http://noisy-text.github.io
[1] http://fever.ai/
[1] https://twitter.com/amin_farajian/status/1166361132531159041
[1] https://www.surrey.ac.uk/news/surrey-wins-ps356m-expanding-excellence-england-award-intelligent-integration-human-and

Top URLs in Tweet in G8:
[2] https://twitter.com/WilliamWangNLP/status/1167646677445967872
[1] https://towardsdatascience.com/attn-illustrated-attention-5ec4ad276ee3
[1] https://openai.com/blog/gpt-2-6-month-follow-up/
[1] https://github.com/facebookresearch/XLM#pretrained-cross-lingual-language-models
[1] https://twitter.com/ed_hawkins/status/1167769410238595072
[1] https://www.youtube.com/watch?v=6zm9NC9uRkk&t=3239s

[1] https://www.amazon.com/dp/1491984414/?coliid=IQ3Z17AAZHUZG&colid=30NXK92RNKQ5H&psc=1&ref_=lv_ov_lig_dp_it
[1] https://www.linkedin.com/slink?code=eAgFdeg
[1] https://www.analyticsindiamag.com/facebook-introduces-new-model-for-word-embeddings-which-are-resilient-to-misspellings/
[1] https://aithority.com/guest-authors/five-use-cases-for-natural-language-processing-nlp-techniques-in-marketing-analytics/

Top URLs in Tweet in G9:
[7] https://twinybots.ch/
[5] http://www.peterbloem.nl/blog/transformers
[4] https://medium.com/@mgalkin/knowledge-graphs-in-natural-language-processing-acl-2019-7a14eb20fce8
[2] https://monkeylearn.com/
[2] https://www.analyticsvidhya.com/blog/2019/08/complete-list-important-frameworks-nlp/
[2] https://nbsite.000webhostapp.com/buy.htm
[1] https://twitter.com/solyarisoftware/status/1156487279105515522
[1] https://docs.google.com/presentation/d/1fIhGikFPnb7G5kr58OvYC3GN4io7MznnM0aAgadvJfc/edit?fbclid=IwAR0uN7Ns-kglrTF6gTQVvKBZ8DdMNmiPLuDNjiLv9Kit2qoCtv9wefA6eDU#slide=id.g58bdd596a1_0_0
[1] https://twitter.com/ProductHunt/status/1164916212868009985
[1] http://www.natalieparde.com/teaching/cs421_fall2019.html

Top URLs in Tweet in G10:
[1] https://tabnine.com/blog/deep
[1] https://hackernoon.com/multilayer-bidirectional-lstm-gru-for-text-summarization-made-easy-tutorial-4-a63db108b44f

Top Domains
Top Domains in Tweet in Entire Graph:
[749] arxiv.org
[457] cs.cl
[314] datasciencecentral.com
[226] twitter.com
[126] medium.com
[108] dy.si
[92] analyticsvidhya.com
[91] amazon.com
[62] powells.com
[62] github.com

Top Domains in Tweet in G1:
[295] datasciencecentral.com
[97] dy.si
[82] analyticsvidhya.com
[69] medium.com
[60] twitter.com
[25] bah.com
[21] amazon.com
[20] hackernoon.com
[18] kdnuggets.com
[13] predictiveanalyticstoday.com

Top Domains in Tweet in G2:
[62] twitter.com
[15] aclweb.org
[13] acl2020.org
[13] arxiv.org
[13] nlpl.eu
[9] amazon.com
[8] powells.com
[6] nodalida2019.org
[5] github.io
[5] github.com

Top Domains in Tweet in G3:
[117] arxiv.org
[27] github.com
[19] medium.com
[17] youtube.com
[13] cs.cl
[6] twitter.com
[5] exxactcorp.com
[5] dominodatalab.com
[4] powells.com
[4] amazon.com

Top Domains in Tweet in G4:
[23] couponos.ooo
[17] kaggle.com
[7] towardsdatascience.com
[7] careervillage.com
[6] couponos.me
[5] medium.com
[5] venturebeat.com
[5] arxiv.org
[5] datasciencecentral.com
[5] twitter.com

Top Domains in Tweet in G5:
[5] twitter.com
[4] arxiv.org
[2] cost.eu
[2] github.io
[2] acl2020.org
[2] youtube.com
[2] ibm.com
[1] aclweb.org
[1] ucsd.edu
[1] nature.com

Top Domains in Tweet in G6:
[19] ac.uk
[3] twitter.com
[2] aclweb.org
[1] github.com
[1] fbk.eu
[1] insight-centre.org

Top Domains in Tweet in G7:
[48] powells.com
[48] amazon.com
[4] nyas.org
[1] github.com
[1] github.io
[1] fever.ai
[1] twitter.com
[1] ac.uk

Top Domains in Tweet in G8:
[3] twitter.com
[2] arxiv.org
[1] towardsdatascience.com
[1] openai.com
[1] github.com
[1] youtube.com
[1] amazon.com
[1] linkedin.com
[1] analyticsindiamag.com
[1] aithority.com

Top Domains in Tweet in G9:
[7] twitter.com
[7] twinybots.ch
[5] peterbloem.nl
[5] medium.com
[5] github.com
[4] monkeylearn.com
[3] github.io
[3] arxiv.org
[2] google.com
[2] analyticsvidhya.com

Top Domains in Tweet in G10:
[1] tabnine.com
[1] hackernoon.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3002] nlproc
[1475] ai
[1460] datascience
[1300] machinelearning
[1260] bigdata
[932] analytics
[612] iot
[423] iiot
[333] python
[269] nlp



Top Hashtags in Tweet in G1:
[714] datascience
[675] nlproc
[649] ai
[602] machinelearning
[567] bigdata
[251] analytics
[215] abdsc
[198] python
[192] infographic
[175] nlp

Top Hashtags in Tweet in G2:
[435] nlproc
[38] wecnlp19
[32] linguistics
[24] ethnlp
[24] digitalhumanities
[16] ai
[16] nlp
[15] winlp2020
[14] wecnlp
[13] clicit2019

Top Hashtags in Tweet in G3:
[149] nlproc
[16] ai
[16] emnlp2019
[16] akbc2019
[13] legaltech
[10] search
[10] opensource
[10] textmining
[7] machinelearning
[5] ml

Top Hashtags in Tweet in G4:
[661] datascience
[644] analytics
[636] ai
[622] bigdata
[578] machinelearning
[508] nlproc
[414] iot
[298] iiot
[151] pytorch
[120] python

Top Hashtags in Tweet in G5:
[34] nlproc
[16] emnlp2019
[8] ml
[3] dlearn
[3] phd
[3] microbiome
[2] akbc2019
[1] acl2019
[1] acl2019nlp
[1] factchecking

Top Hashtags in Tweet in G6:
[47] machinetranslation
[36] nlproc
[21] mtsummit2019
[12] loresmt
[9] knowledgegraphs
[9] moment2019
[8] knowledgebases
[7] multimodal
[6] linguistic
[6] lucy

Top Hashtags in Tweet in G7:
[85] nlproc
[6] emnlp
[5] conversationalai
[5] dialoguesystems
[1] linguistics
[1] tap_incption
[1] textannotation
[1] ethnlp
[1] wnut
[1] emnlp2019

Top Hashtags in Tweet in G8:
[33] nlproc
[7] deeplearning
[6] nlp
[4] ai
[4] datascience
[3] aaate2019
[3] speechtech
[2] machinelearning
[2] aaai2020
[2] bologna

Top Hashtags in Tweet in G9:
[84] nlproc
[15] machinelearning
[14] ai
[10] deeplearning
[6] nlp
[5] transformers
[4] neuralnetworks
[4] acl2019nlp
[4] datascience
[3] artificialintelligence

Top Hashtags in Tweet in G10:
[2] nlproc
[1] bigdata
[1] datascience

Top Words
Top Words in Tweet in Entire Graph:
[2782] Words in Sentiment List#1: Positive
[1007] Words in Sentiment List#2: Negative
[48] Words in Sentiment List#3: Angry/Violent
[94927] Non-categorized Words
[98716] Total Words
[3002] #nlproc
[1475] #ai
[1460] #datascience
[1300] #machinelearning
[1260] #bigdata

Top Words in Tweet in G1:
[714] #datascience
[675] #nlproc
[649] #ai
[602] #machinelearning
[567] #bigdata
[530] kirkdborne
[382] gt
[251] #analytics
[224] gp_pulipaka
[215] #abdsc

Top Words in Tweet in G2:
[435] #nlproc
[106] emilymbender
[82] nlp
[76] papers
[74] language
[71] languages
[64] deadline
[52] leonderczynski
[50] speech
[50] ethics

Top Words in Tweet in G3:
[149] #nlproc
[127] learning
[116] language
[101] models
[95] natural
[93] arxiv_cs_cl
[86] processing
[81] large
[76] transfer
[76] great

Top Words in Tweet in G4:
[661] #datascience
[644] #analytics
[636] #ai
[622] #bigdata
[578] #machinelearning
[530] gp_pulipaka
[508] #nlproc
[414] #iot
[298] #iiot
[151] #pytorch

Top Words in Tweet in G5:
[42] multi
[40] iaugenstein
[34] #nlproc
[29] dataset
[21] language
[20] task
[20] copenlu
[16] #emnlp2019
[15] paper
[15] multifc

Top Words in Tweet in G6:
[55] mtsummitxvii
[52] workshop
[47] #machinetranslation
[36] #nlproc
[31] language
[31] thanks
[28] new
[28] today
[26] fbk_mt
[23] very

Top Words in Tweet in G7:
[85] #nlproc
[63] nlp
[52] 1
[48] intro
[48] coming
[48] october
[48] pre
[48] order
[48] here
[47] jacobeisenstein

Top Words in Tweet in G8:
[132] released
[74] deliprao
[73] models
[69] languages
[68] today
[68] english
[67] facebook
[66] openai
[66] gpt
[66] 2

Top Words in Tweet in G9:
[84] #nlproc
[25] language
[16] processing
[15] #machinelearning
[14] #ai
[13] natural
[13] gt
[12] text
[10] #deeplearning
[8] models

Top Words in Tweet in G10:
[102] deep
[52] learning
[51] amazing
[51] based
[51] nlp
[51] techniques
[51] going
[51] revolutionize
[51] way
[51] write

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1033] #datascience,#ai
[924] #analytics,#datascience
[908] #ai,#machinelearning
[896] #bigdata,#analytics
[679] #machinelearning,#nlproc
[656] https,t
[641] t,co
[541] #nlproc,#iot
[457] natural,language
[425] co,hw5rvw4uke

Top Word Pairs in Tweet in G1:
[379] #datascience,#ai
[313] #ai,#machinelearning
[249] #analytics,#datascience
[246] #bigdata,#analytics
[233] #bigdata,#datascience
[204] gt,gt
[197] #machinelearning,#nlproc
[152] #nlp,#nlproc
[151] #nlproc,#iot
[150] natural,language

Top Word Pairs in Tweet in G2:
[47] natural,language
[40] language,processing
[33] computational,linguistics
[32] colleague,leaving
[32] leaving,computational
[32] linguistics,decades
[32] decades,bc
[32] bc,nlp
[32] nlp,surveillance
[32] surveillance,selling

Top Word Pairs in Tweet in G3:
[95] natural,language
[86] language,processing
[76] transfer,learning
[75] learning,works
[75] works,great
[75] great,natural
[75] processing,sometimes
[75] sometimes,large
[75] large,models
[75] models,hard

Top Word Pairs in Tweet in G4:
[638] #analytics,#datascience
[613] #bigdata,#analytics
[609] #datascience,#ai
[540] #ai,#machinelearning
[441] #machinelearning,#nlproc
[369] #nlproc,#iot
[298] #iot,#iiot
[146] #iiot,#pytorch
[96] #pytorch,#python
[74] #python,#rstats

Top Word Pairs in Tweet in G5:
[17] multi,task
[15] multifc,real
[15] real,world
[15] world,multi
[15] multi,domain
[15] domain,dataset
[11] preprint,dataset
[11] dataset,codalab
[11] codalab,competition
[11] competition,#emnlp2019

Top Word Pairs in Tweet in G6:
[42] workshop,mtsummitxvii
[22] host,3rd
[21] very,proud
[21] proud,host
[21] 3rd,celtic
[21] celtic,language
[21] language,technology
[21] technology,workshop
[21] mtsummitxvii,dublincityuni
[21] dublincityuni,today

Top Word Pairs in Tweet in G7:
[48] intro,nlp
[48] nlp,coming
[48] coming,october
[48] october,1
[48] 1,pre
[48] pre,order
[48] order,here
[48] here,#nlproc
[47] jacobeisenstein,intro
[8] dkpro,core

Top Word Pairs in Tweet in G8:
[66] today,openai
[66] openai,released
[66] released,gpt
[66] gpt,2
[66] 2,774m
[66] 774m,english
[66] english,facebook
[66] facebook,released
[66] released,xlm
[66] xlm,pre

Top Word Pairs in Tweet in G9:
[12] natural,language
[12] language,processing
[6] #deeplearning,#nlproc
[6] #ai,#machinelearning
[6] gt,gt
[5] transformers,scratch
[4] scratch,#deeplearning
[4] #nlproc,#transformers
[4] knowledge,graphs
[4] graphs,natural

Top Word Pairs in Tweet in G10:
[51] amazing,deep
[51] deep,learning
[51] learning,based
[51] based,nlp
[51] nlp,techniques
[51] techniques,going
[51] going,revolutionize
[51] revolutionize,way
[51] way,write
[51] write,software

Top Replied-To
Top Replied-To in Entire Graph:
@tschfflr
@emilymbender
@alienelf
@facebookai
@techreview
@hubvoicenlp
@shlomoargamon
@leonderczynski
@clic_it_conf
@tdietterich

Top Replied-To in G1:
@facebookai
@hubvoicenlp
@techreview
@activewizards
@github
@huggingface
@googleai
@joelgrus
@sanhestpasmoi

Top Replied-To in G2:
@tschfflr
@emilymbender
@leonderczynski
@shlomoargamon
@clic_it_conf
@annargrs
@ben_j_lindsay
@edchi
@lisa_b_davidson
@seetedtalk

Top Replied-To in G3:
@coursera
@pdasigi
@koustuvsinha
@nlpmattg
@sserkancng

Top Replied-To in G5:
@mkeyoung
@kordonin
@xinyu_hua_neu
@iaugenstein

Top Replied-To in G6:
@mtsummitxvii

Top Replied-To in G7:
@animaanandkumar
@violetnpeng
@sameer_
@nnakashole

Top Mentioned
Top Mentioned in Entire Graph:
@gp_pulipaka
@kirkdborne
@activewizards
@arxiv_cs_cl
@emilymbender
@yvespeirsman
@deliprao
@voicetechcarl
@hubbucket
@leonderczynski

Top Mentioned in G1:
@kirkdborne
@gp_pulipaka
@activewizards
@hubbucket
@voicetechcarl
@rosenchild
@quantum_stat
@analyti
@theadamgabriel
@hubvoicenlp

Top Mentioned in G2:
@emilymbender
@leonderczynski
@wecnlp
@tschfflr
@aclmeeting
@wwrob
@barbara_plank
@wellformedness
@seetedtalk
@winlpworkshop

Top Mentioned in G3:
@arxiv_cs_cl
@yvespeirsman
@spacy_io
@ml_nlp
@emnlp2019
@iclrand
@pdasigi
@akbc_conf
@rony_armon
@williamwangnlp

Top Mentioned in G4:
@gp_pulipaka
@neptanum
@venturebeat
@newcoupon2
@wil_bielert
@rzembo
@kirkdborne
@coursegift
@tdatascience
@richardeudes

Top Mentioned in G5:
@iaugenstein
@copenlu
@aclmeeting
@miserlis_
@lwolfsonkin
@ibmresearch
@leonderczynski
@bogers
@aldo369369369
@kthorborg

Top Mentioned in G6:
@mtsummitxvii
@fbk_mt
@dublincityuni
@cigilt
@insight_centre
@miharcan
@vr_interpreting
@moment_ws19
@unlp_nuig
@fbk_

Top Mentioned in G7:
@jacobeisenstein
@usc_isi
@nlp_usc
@i_am_rec
@tuhin66978276
@emilymbender
@nyasciences
@amin_farajian
@astent
@animaanandkumar

Top Mentioned in G8:
@deliprao
@yvespeirsman
@leonderczynski
@kschoolcom
@jcvasquezc1
@seetedtalk
@juarelerrr
@tschfflr
@rosenchild
@ryandcotterell

Top Mentioned in G9:
@solyarisoftware

Top Mentioned in G10:
@gdm3000
@yvespeirsman
@kirkdborne
@wellformedness

Top Tweeters
Top Tweeters in Entire Graph:
@arkangelscrap
@sectest9
@javascriptd
@nosqldigest
@gamergeeknews
@chidambara09
@alizardx
@itknowingness
@aaroncuddeback
@rvp

Top Tweeters in G1:
@arkangelscrap
@nosqldigest
@gamergeeknews
@rosenchild
@calcaware
@maheshc78848209
@caring_mobile
@_steve3_
@hubbucket
@bernardo_pirola

Top Tweeters in G2:
@vilinthril
@shyduroff
@hiway
@ayirpelle
@lurino
@b_cavello
@mattsiegel
@motherboard
@techmemechatter
@tinygc

Top Tweeters in G3:
@nipox25
@frankolken
@desertnaut
@mminevich
@neo4j
@leahmolatseli
@sandeshr
@naohisashoji
@medium
@chajeongwon

Top Tweeters in G4:
@sectest9
@javascriptd
@alizardx
@aaroncuddeback
@pvalsfr
@sharerussharing
@phoenixgyaan
@hannaraptor
@hectorsmx
@js_bot_code

Top Tweeters in G5:
@oveucsj
@evolvedbiofilm
@genreresearch
@bogers
@kthorborg
@ibmresearch
@stephenworoniec
@asmusolsen
@tbandholm
@miguelsicart

Top Tweeters in G6:
@henryliu_fit
@interpretaatioo
@uwemuegge
@ucc
@seekjobs
@mikelforcada
@osgurociardha
@wicicymru
@dailingual
@alfons_valencia

Top Tweeters in G7:
@yuvalpi
@sorishapragyan
@permutans
@signedkjv
@nyasciences
@izumism3
@clemkn
@unsorsodicorda
@oneinfinitezero
@y8o

Top Tweeters in G8:
@rejectionking
@ceobillionaire
@industryai
@ath_ray_
@arthurcamara
@peteskomoroch
@zzprosper
@deliprao
@pwang
@sehetw

Top Tweeters in G9:
@amruthasuri
@melissablive
@chiefscientist
@necio_news
@salomonoli
@ilceruttino
@solyarisoftware
@njxxllc
@evpokpadding
@prakashadvani

Top Tweeters in G10:
@iinderz
@khanimambobar
@philshapiro
@sphericon
@rje
@generativist
@imnickhuber
@glenbeer
@oldengold
@diogo_eberhardt