recsys OR recsys22 OR recsys2022, Twitter, 3/19/2023 4:17:36 AM, 291557


FAQ | Problem?

recsys OR recsys22 OR recsys2022_2023-03-18_21-07-15.xlsx
recsys OR recsys22 OR recsys2022_2023-03-18_21-07-15.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 19, 2023
Short Description:
recsys OR recsys22 OR recsys2022 via NodeXL https://bit.ly/3Juh2C2
@talkdatatomee
@tunguz
@juicecountyeth
@elonmusk
@acmrecsys
@radekosmulski
@andrygiles
@kirkdborne
@xamat
@eugeneyan

Top hashtags:
#recsys
#datascience
#ai
#machinelearning
#recsys2022
#bigdata
#iot

Description:
Description
The graph represents a network of 4,622 Twitter users whose recent tweets contained "recsys OR recsys22 OR recsys2022", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/18/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 19 March 2023 at 04:11 UTC.

The tweets in the network were tweeted over the 2560-day, 8-hour, 2-minute period from Monday, 14 March 2016 at 15:57 UTC to Sunday, 19 March 2023 at 00:00 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 4622
Unique Edges : 3085
Edges With Duplicates : 9397
Total Edges : 12482
Number of Edge Types : 9
Retweet : 3044
MentionsInRetweet : 3934
MentionsInReplyTo : 2400
Mentions : 660
Tweet : 1158
Replies to : 987
MentionsInQuote : 119
Quote : 131
MentionsInQuoteReply : 49
Self-Loops : 1730
Reciprocated Vertex Pair Ratio : 0.0520201144442518
Reciprocated Edge Ratio : 0.0988956650733476
Connected Components : 708
Single-Vertex Connected Components : 378
Maximum Vertices in a Connected Component : 2035
Maximum Edges in a Connected Component : 7168
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.435085
Graph Density : 0.000284058693539765
Modularity : 0.468065
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,622 Twitter users whose recent tweets contained "recsys OR recsys22 OR recsys2022", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/18/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 19 March 2023 at 04:11 UTC.

The tweets in the network were tweeted over the 2560-day, 8-hour, 2-minute period from Monday, 14 March 2016 at 15:57 UTC to Sunday, 19 March 2023 at 00:00 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : recsys OR recsys22 OR recsys2022
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:
[70] https://medium.com/better-ml/recsys-model-serving-embeddings-e5a87e67a249
[64] https://www.topbots.com/recommender-systems-offline-evaluation/
[60] https://www.datasciencecentral.com/profiles/blogs/remarkable-applications-of-data-science
[54] https://www.tandfonline.com/doi/full/10.1080/09540253.2021.1884200?src=recsys
[54] https://twitter.com/ConceptualJames/status/1617349568483692544/photo/1
[44] https://developers.cyberagent.co.jp/blog/archives/38014/
[32] https://twinybots.ch/
[31] https://www.tandfonline.com/doi/full/10.1080/14623520601056240?src=recsys
[30] https://www.nvidia.com/en-us/launchpad/ai/build-session-based-recommenders/?ncid=so-nvsh-730673#cid=dl29_so-nvsh_en-us
[26] https://medium.com/@kirk.borne/association-rule-mining-not-your-typical-ml-algorithm-97acda6b86c2

Top URLs in Tweet in G1:
[2] https://twitter.com/tanyakanrl/status/1620591534566703104
[1] https://about.instagram.com/blog/announcements/shedding-more-light-on-how-instagram-works
[1] https://twitter.com/nmonarizqa/status/1620940058424483845
[1] https://twitter.com/tanyakanrl/status/1620591534566703104/photo/1
[1] https://www.tandfonline.com/doi/full/10.11120/ital.2006.05040249?src=recsys

Top URLs in Tweet in G2:
[17] https://academic.oup.com/crawlprevention/governor?content=%2fjoc%2fadvance-article%2fdoi%2f10.1093%2fjoc%2fjqac047%2f6958533%3fsearchresult%3d1
[15] https://recsys.acm.org/recsys23/call/#content-tab-1-3-tab
[12] https://recsys.acm.org/recsys23/dates/
[12] https://twitter.com/JoeranBeel/status/1574479829864521730/photo/1
[12] https://recsys.acm.org/recsys23/call/#content-tab-1-4-tab
[7] https://medium.com/nvidia-merlin/recommender-systems-not-just-recommender-models-485c161c755e
[6] https://register.nvidia.com/events/widget/nvidia/gtcspring2023/1674855343102001AFZp?ncid=so-nvsh-113476
[6] https://www.nvidia.com/en-us/launchpad/ai/build-session-based-recommenders/?ncid=so-nvsh-730673#cid=dl29_so-nvsh_en-us
[5] https://smit.vub.ac.be/vacancy/phd-researcher-algorithms-in-media-strategies
[5] https://decisionmaking4ir.github.io/WWW-2023/

Top URLs in Tweet in G3:
[23] https://www.nvidia.com/en-us/launchpad/ai/build-session-based-recommenders/?ncid=so-nvsh-730673#cid=dl29_so-nvsh_en-us
[22] https://medium.com/better-ml/recsys-model-serving-embeddings-e5a87e67a249
[19] https://twinybots.ch/
[11] https://register.nvidia.com/events/widget/nvidia/gtcspring2023/1674855343102001AFZp?ncid=so-nvsh-113476
[8] https://connpass.com/event/261571/?utm_campaign=event_participate_to_follower&utm_source=notifications&utm_medium=twitter
[7] https://developers.cyberagent.co.jp/blog/archives/38014/
[5] https://techtekt.persol-career.co.jp/entry/tech/221018_01
[4] https://twitter.com/MelanieHanser/status/1577010209117044742/photo/1
[4] https://twitter.com/saurabhchh12/status/1577922300443328514/photo/1
[4] https://twitter.com/CoffeeTravelUK/status/1575386839330033664/photo/1

Top URLs in Tweet in G4:
[6] https://doordash.engineering/2022/10/05/homepage-recommendation-with-exploitation-and-exploration/
[4] https://twitter.com/LifeAtShareChat/status/1576809008396369920/photo/1
[3] https://www.linkedin.com/pulse/xavier-amatriain-opportunities-challenges-recommender-systems-/
[3] https://arxiv.org/abs/2209.07663
[3] https://eugeneyan.com/writing/recsys2022/
[3] https://eugeneyan.com/writing/recsys2022?utm_campaign=Data_Elixir&utm_source=Data_Elixir_408/
[3] https://tech.lgbt/
[2] https://qz.com/1730456/how-pinterest-became-the-only-app-where-people-want-ads
[2] https://twitter.com/jonathanstray/status/1589713981811617792/photo/1
[2] https://twinybots.ch/

Top URLs in Tweet in G5:
[64] https://www.topbots.com/recommender-systems-offline-evaluation/
[55] https://www.datasciencecentral.com/profiles/blogs/remarkable-applications-of-data-science
[48] https://medium.com/better-ml/recsys-model-serving-embeddings-e5a87e67a249
[24] https://medium.com/@kirk.borne/association-rule-mining-not-your-typical-ml-algorithm-97acda6b86c2
[21] https://www.datasciencecentral.com/profiles/blogs/machine-learning-in-one-picture
[19] http://www.datasciencecentral.com/profiles/blogs/a-framework-for-automated-rating-of-online-reviews-against-the
[11] https://twinybots.ch/
[7] https://www.datasciencecentral.com/top-ways-in-which-data-science-improves-e-commerce-sales/
[5] https://github.com/mJackie/RecSys
[4] https://twitter.com/gp_pulipaka/status/1634640852986343424/photo/1

Top URLs in Tweet in G6:
[9] https://medium.com/nvidia-merlin/data-cleaning-and-preprocessing-for-recommender-systems-based-on-nvidias-use-case-778188b3f2aa
[8] https://medium.com/nvidia-merlin/nvidia-merlin-meets-the-mlops-ecosystem-building-a-production-ready-recsys-pipeline-on-cloud-1a16c156166b
[3] https://twitter.com/shendusuipian/status/1616261869630795777/photo/1
[2] https://www.nvidia.com/gtc/?ncid=ref-inor-589587
[2] https://github.com/EmbraceLife/My_Journey_on_Kaggle/blob/main/OTTO%20Recsys%20Comp%20(New).md#a-growing-reflections-on-otto-from-a-beginners-perspective--notebook-54ebe4
[2] https://www.kaggle.com/competitions/otto-recommender-system/discussion/379291
[1] https://twitter.com/radekosmulski/status/1496862506324672515?s=20
[1] https://www.kaggle.com/code/radek1/matrix-factorization-pytorch-merlin-dataloader
[1] https://twitter.com/radekosmulski/status/1593492988444827648/photo/1
[1] https://www.kaggle.com/competitions/otto-recommender-system/discussion/368560

Top URLs in Tweet in G7:
[36] https://developers.cyberagent.co.jp/blog/archives/38014/
[23] https://recsyslab.github.io/recsys-python/
[19] https://corp.zozo.com/topics/20221004-recsys2022/
[18] https://www.m3tech.blog/entry/2022/12/18/110000
[14] https://takuti.me/ja/note/recsys-2021-ab-ndcg/
[12] https://connpass.com/event/261571/
[11] https://speakerdeck.com/zerebom/recsys2022-lun-wen-du-mihui-shao-jie-tutorial-psychology-informed-recommender-systems
[8] https://www.jstage.jst.go.jp/article/jjsai/38/1/38_85/_article/-char/ja/
[7] https://connpass.com/event/261571/?utm_campaign=event_participate_to_follower&utm_source=notifications&utm_medium=twitter
[4] https://twitter.com/usait0/status/1310046958027907074/photo/1

Top URLs in Tweet in G8:
[9] https://www.tandfonline.com/doi/abs/10.1080/00908310390142389?src=recsys
[6] https://www.scirp.org/journal/paperinformation.aspx?paperid=97917
[5] https://agupubs.onlinelibrary.wiley.com/doi/abs/10.1029/92JD01311
[4] https://www.gfdl.noaa.gov/bibliography/related_files/sbf8101.pdf
[4] https://twitter.com/AndryGiles/status/1625686235866886144/photo/1
[4] https://twitter.com/AndryGiles/status/1617228253344989184/photo/1
[4] https://twitter.com/AndryGiles/status/1574200492657238017/photo/1
[2] https://www.worldscientific.com/doi/abs/10.1142/S021797920904984X?cookieSet=1
[2] https://twitter.com/TyotoRiffle/status/1625579447448481794/photo/1
[1] https://agupubs.onlinelibrary.wiley.com/doi/epdf/10.1029/JD090iD06p10541

Top URLs in Tweet in G9:
[11] https://corise.com/track/search
[8] https://recsys.social/@Randy_Au
[5] https://www.the-odd-dataguy.com/2022/09/29/recsys2022/
[4] https://recsys.social/
[3] https://data-folks.masto.host/
[3] https://twitter.com/vboykis/status/1636859624388272130/photo/1
[3] https://twitter.com/vboykis/status/1608071641027813378/photo/1
[3] https://twitter.com/sameersoi/status/1597802645611196416/photo/1
[3] https://twitter.com/daturkel/status/1600190396906475520/photo/1
[3] https://go.comet.ml/webinar-recommender-systems-for-business-impact.html?utm_source=organic_social&utm_medium=twitter&utm_content=1667500564

Top URLs in Tweet in G10:
[1] https://twitter.com/Kolaitd/status/1635315363041931264

Top Domains
Top Domains in Tweet in Entire Graph:
[940] twitter.com
[798] tandfonline.com
[155] bilibili.tv
[149] medium.com
[111] datasciencecentral.com
[100] acm.org
[67] nvidia.com
[64] topbots.com
[61] arxiv.org
[53] co.jp

Top Domains in Tweet in G1:
[4] twitter.com
[1] instagram.com
[1] tandfonline.com

Top Domains in Tweet in G2:
[257] twitter.com
[72] acm.org
[22] nvidia.com
[20] arxiv.org
[17] oup.com
[13] github.io
[12] ac.be
[10] medium.com
[7] recommender-systems.com
[7] dy.si

Top Domains in Tweet in G3:
[245] tandfonline.com
[108] twitter.com
[90] bilibili.tv
[34] nvidia.com
[28] medium.com
[21] acs.org
[19] twinybots.ch
[14] co.jp
[11] google.com
[10] rwth-aachen.de

Top Domains in Tweet in G4:
[55] twitter.com
[13] medium.com
[11] linkedin.com
[8] arxiv.org
[8] eugeneyan.com
[7] getsphere.com
[7] tecton.ai
[6] doordash.engineering
[5] github.com
[5] spotify.com

Top Domains in Tweet in G5:
[104] datasciencecentral.com
[74] medium.com
[64] topbots.com
[40] twitter.com
[11] twinybots.ch
[8] github.com
[5] analyticsindiamag.com
[2] researchgate.net
[2] tandfonline.com
[2] or.kr

Top Domains in Tweet in G6:
[26] twitter.com
[20] medium.com
[10] kaggle.com
[6] github.com
[4] youtube.com
[2] nvidia.com
[2] datasciencecentral.com
[1] arxiv.org
[1] towardsdatascience.com
[1] aicamp.ai

Top Domains in Tweet in G7:
[38] co.jp
[25] twitter.com
[25] github.io
[19] connpass.com
[19] zozo.com
[18] m3tech.blog
[16] wantedly.com
[16] takuti.me
[12] speakerdeck.com
[9] acm.org

Top Domains in Tweet in G8:
[15] twitter.com
[9] tandfonline.com
[7] scirp.org
[6] wiley.com
[4] noaa.gov
[2] worldscientific.com
[1] omicsonline.org
[1] dropbox.com
[1] hindawi.com
[1] globalwitness.org

Top Domains in Tweet in G9:
[38] twitter.com
[14] recsys.social
[11] corise.com
[5] arxiv.org
[5] the-odd-dataguy.com
[3] masto.host
[3] comet.ml
[2] kaggle.com
[2] discord.com
[2] google.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[529] recsys
[250] datascience
[247] ai
[235] machinelearning
[222] recsys2022
[208] bigdata
[81] iot
[80] recsys2023
[80] iiot
[75] artificialintelligence



Top Hashtags in Tweet in G2:
[226] recsys
[153] recsys2022
[75] recsys2023
[35] recsys22
[25] phd
[18] umap2023
[16] cfp
[12] iui2023
[12] womeninrecsys
[12] fairness

Top Hashtags in Tweet in G3:
[56] recsys
[28] machinelearning
[22] artificialintelligence
[21] learning
[11] gtc23
[11] recsys2022
[10] ceurws
[9] recsys2022論文読み会
[5] ai
[4] memgraph

Top Hashtags in Tweet in G4:
[75] recsys
[22] ai
[21] ml
[17] recsys2022
[14] machinelearning
[10] deeplearning
[10] datascience
[7] mlops
[6] automated
[5] hpc

Top Hashtags in Tweet in G5:
[209] datascience
[198] bigdata
[183] ai
[164] machinelearning
[80] iot
[80] iiot
[72] analytics
[62] predictiveanalytics
[62] recsys
[58] nlproc

Top Hashtags in Tweet in G6:
[12] datascience
[5] ai
[3] recsys
[3] ml
[3] bigdata
[2] machinelearning
[2] ds
[2] sigir2023
[1] recommendersystems
[1] normconf

Top Hashtags in Tweet in G7:
[20] recsys2022論文読み会
[17] recsys2022
[10] recsys
[4] thewebconf
[2] fridaywimldspaper
[2] 機械学習
[2] 推薦システム
[1] wimlds
[1] wimldsparis
[1] genderwagegap

Top Hashtags in Tweet in G8:
[3] climatescam
[1] climatecrisis

Top Hashtags in Tweet in G9:
[18] recsys
[6] recsys2022
[5] evalrs
[5] normconf
[4] ml
[3] recsys22
[3] opensource
[2] machinelearning
[2] mlops
[2] flowmoods

Top Words
Top Words in Tweet in Entire Graph:
[1362] recsys
[554] yang
[551] ini
[550] bisa
[550] dengan
[546] suggestion
[546] kamu
[546] jadi
[546] apa
[545] tuh

Top Words in Tweet in G1:
[546] bisa
[545] ini
[545] yang
[545] berdasar
[545] jadi
[545] dengan
[545] kamu
[545] apa
[544] orang2
[544] tentu

Top Words in Tweet in G2:
[226] #recsys
[153] #recsys2022
[145] recommender
[124] acmrecsys
[121] systems
[115] recsys
[83] paper
[75] #recsys2023
[74] co
[65] workshop

Top Words in Tweet in G3:
[138] recsys
[80] dye
[80] sensitized
[80] cells
[80] materials
[80] nanostructured
[80] reverse
[80] polyaniline
[80] facilitated
[80] solar

Top Words in Tweet in G4:
[123] recsys
[121] xamat
[100] read
[98] paper
[97] recommendations
[95] many
[93] team
[90] first
[89] lot
[88] speculated

Top Words in Tweet in G5:
[209] #datascience
[198] #bigdata
[188] kirkdborne
[183] #ai
[164] #machinelearning
[88] recommender
[80] #iiot
[80] #iot
[76] applications
[74] system

Top Words in Tweet in G6:
[239] recsys
[156] radekosmulski
[98] merlin
[91] kaggle
[68] otto
[67] competition
[65] train
[62] use
[55] two
[53] models

Top Words in Tweet in G7:
[186] recsys
[102] 2022
[94] wantedly
[71] 参加レポート
[49] recsys2022
[42] 土
[40] 13
[40] 10月22
[39] jy_msc
[32] ai

Top Words in Tweet in G8:
[14] andrygiles
[14] 3ghtweets
[12] jgorman2424
[12] jimdtweet
[11] mikedel21893959
[10] co2
[10] bernab_2013
[10] science
[9] vlaamse_zaak
[9] kenneth72712993

Top Words in Tweet in G9:
[141] recsys
[64] vboykis
[28] search
[24] data
[24] lot
[24] mastodon
[23] over
[23] recommendations
[21] graph
[20] build

Top Words in Tweet in G10:
[91] such
[90] hot
[90] keeps
[90] nway
[90] ensures
[90] avoiding
[90] popping
[90] debate
[90] elon's
[90] recsys

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[544] berdasar,apa
[544] suka,eeeits
[544] apa,yang
[544] kamu,suka
[544] tuh,berdasar
[544] dengan,kepercayaan
[544] kepercayaan,orang2
[544] ini,bisa
[544] eeeits,belum
[544] orang2,ini

Top Word Pairs in Tweet in G1:
[544] rada,kontra
[544] suka,eeeits
[544] dengan,kepercayaan
[544] berdasar,apa
[544] eeeits,belum
[544] tentu,rada
[544] tuh,berdasar
[544] orang2,ini
[544] kepercayaan,orang2
[544] belum,tentu

Top Word Pairs in Tweet in G2:
[112] recommender,systems
[36] week,#recsys2022
[35] maxharp3r,vanessa_murdock
[33] last,week
[32] #recsys2022,co
[32] co,chaired
[32] challenge,conference
[32] chaired,maxharp3r
[32] biggest,challenge
[32] vanessa_murdock,biggest

Top Word Pairs in Tweet in G3:
[80] materials,dye
[80] solar,cells
[80] polyaniline,counter
[80] nanostructured,polyaniline
[80] synthesis,nanostructured
[80] dye,sensitized
[80] facilitated,synthesis
[80] micelle,facilitated
[80] electrode,materials
[80] sensitized,solar

Top Word Pairs in Tweet in G4:
[88] first,paper
[88] speculated,tiktok's
[88] tiktok's,recommendations
[88] recommendations,first
[88] paper,read
[88] read,team
[88] team,many
[88] lot,speculated
[87] xamat,lot
[87] many,interes

Top Word Pairs in Tweet in G5:
[77] #iot,#iiot
[76] #ai,#machinelearning
[74] #datascience,#ai
[72] #bigdata,#analytics
[72] recommender,system
[64] determine,recommender
[64] system,good
[64] metrics,help
[64] help,determine
[64] good,topbots

Top Word Pairs in Tweet in G6:
[61] recsys,competition
[57] otto,recsys
[55] kaggle,otto
[50] tensorflow,pytorch
[50] radekosmulski,train
[49] merlin,dataloaders
[49] 400x,faster
[49] two,examples
[49] pytorch,recsys
[49] models,400x

Top Word Pairs in Tweet in G7:
[100] recsys,2022
[71] 2022,参加レポート
[48] wantedly,recsys
[40] 土,13
[40] 10月22,土
[27] wantedly,inc
[25] 研究に携わる方々が,recsys2022
[25] より,recsys2022論文読み会をオンラインで開催します
[25] recsys2022論文読み会をオンラインで開催します,2019からやっているので4年目になるようです
[25] 00,より

Top Word Pairs in Tweet in G8:
[6] markinkorea,cbeckj
[6] frankd06830,lesterdent
[6] usna_73,peblackstock
[6] co2,radiatively
[6] cbeckj,frankd06830
[6] cools,earth
[6] radiatively,cools
[5] rln_nelson,mikedel21893959
[5] faktantarkast10,kenneth72712993
[5] kenneth72712993,tedverwey

Top Word Pairs in Tweet in G9:
[14] open,ended
[13] history,prompt
[13] mathemagic1an,alibaba
[13] alibaba,research
[13] customer,browsing
[13] recsys,using
[13] browsing,history
[13] made,open
[13] prompt,recommendations
[13] ended,recsys

Top Word Pairs in Tweet in G10:
[90] tl,nway
[90] popping,tl
[90] elon's,recsys
[90] nway,such
[90] such,hot
[90] hot,takes
[90] recsys,ensures
[90] debate,elon's
[90] keeps,popping
[90] ensures,keeps

Top Replied-To
Top Replied-To in Entire Graph:
@holledge
@vboykis
@xamat
@elonmusk
@marktenenholtz
@randy_au
@andrygiles
@yoavgo
@karlhigley
@tunguz

Top Replied-To in G1:
@ayahhasann
@eno_bening
@nmonarizqa

Top Replied-To in G2:
@seguraandres7
@mdekstrand
@jobergum
@remilouf
@karlhigley
@erasmopurif11
@rajiinio
@jengolbeck
@acmrecsys
@eprosenthal

Top Replied-To in G4:
@xamat
@vboykis
@jonathanstray
@eugeneyan
@j2bryson
@mdekstrand
@bharatr123
@ayushsomani2307
@get_sphere
@fahd09

Top Replied-To in G6:
@marktenenholtz
@tunguz
@radekosmulski
@samnaqvi_1212
@itsnishant14
@realgeorgehotz
@svpino
@xiongchenyan
@debforit
@remza

Top Replied-To in G7:
@tokutokupooh
@__lucab
@alung
@usait0en
@miiitomi
@jonathanstray
@olivierjeunen
@karlhigley
@micro_chop

Top Replied-To in G8:
@andrygiles
@benmooreau
@tyotoriffle
@nickapalmer
@vlaamse_zaak
@unclechopperrip
@movie_gal_10
@asinister
@8el1n

Top Replied-To in G9:
@vboykis
@randy_au
@yoavgo
@ted_underwood
@paul_rietschka
@beeonaposy
@xamat
@eugeneyan
@karlhigley
@htenenbaum

Top Replied-To in G10:
@kirwa_code

Top Mentioned
Top Mentioned in Entire Graph:
@nmonarizqa
@kirkdborne
@radekosmulski
@acmrecsys
@xamat
@kaggle
@mwangi_kabiru
@gp_pulipaka
@topbots
@vboykis

Top Mentioned in G1:
@nmonarizqa

Top Mentioned in G2:
@acmrecsys
@vanessa_murdock
@maxharp3r
@jengolbeck
@anneliensmets
@erik_knudsen
@recsys_c
@christine_bauer
@acm_tors
@m_schedl

Top Mentioned in G3:
@adevotedyogi
@bilalsdadvocate
@sandra04850184
@sixandlaura
@davidasboth
@subyroy
@drfrankwilson
@sustainhistory
@cfiesler

Top Mentioned in G4:
@xamat
@zacharylipton
@eugeneyan
@nvidia
@netflix
@get_sphere
@marcelkurovski
@youtube
@kagglingdieter

Top Mentioned in G5:
@kirkdborne
@gp_pulipaka
@topbots
@genericgranola
@stephenstonking
@ialhazwani
@bernard_juergen
@mlrepositories
@ivda_uzh
@silviamilano1

Top Mentioned in G6:
@radekosmulski
@kaggle
@tunguz
@nikhilk79711688
@bhutanisanyam1
@marktenenholtz
@xamat
@nvidia
@rapidsai
@helloiamleonie

Top Mentioned in G7:
@jy_msc
@yu__ya4
@usait0
@zerebom_3
@ca_developers
@kun1em0n
@consequences_ws
@runnlp
@masa_kazama

Top Mentioned in G8:
@3ghtweets
@jgorman2424
@jimdtweet
@bernab_2013
@rln_nelson
@nikolovscience
@noelturner194
@kenneth72712993
@veritatem2021

Top Mentioned in G9:
@vboykis
@randy_au
@gsingers
@shiraeis
@mathemagic1an
@jacopotagliabue
@hugobowne
@deezer
@npseaver
@beeonaposy

Top Mentioned in G10:
@mwangi_kabiru
@michaeldenver8
@k_boazo

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@watdaswnsay
@britpoptarts
@nnxn_iii
@nerotanprprb_4
@func_hs
@rahul05ranjan
@o_fabriciosouza
@botliberalisme
@reuters

Top Tweeters in G1:
@tanyakanrl
@yohandavin
@murkleechan
@fpoemsh
@yohoyoloyolo
@sofiana12_
@jamkkodaes
@ainoobeat
@putusambernyawa
@niskalaksamerta

Top Tweeters in G2:
@edimosip
@pipo1245671
@derstandardat
@glasgowsvoice
@targatocn
@zarchasmpgmr
@workingbnb
@mgg_2012
@timgollins
@krishaamer

Top Tweeters in G3:
@jimmyroybloom
@adevotedyogi
@friedrichhayek
@stanleyepstein
@subyroy
@eagerbeavertech
@nerubesa
@mediaor
@lalaruefrench75
@milocamj

Top Tweeters in G4:
@savetonotion
@education_24x7
@rattibha
@pyscalellc
@hubbucket
@imabit_inc
@slackhq
@hasdid
@memdotai
@veritasardentur

Top Tweeters in G5:
@chidambara09
@rahul05ranjan
@o_fabriciosouza
@hubofml
@gmizrachi
@ml_tweet_bot
@ssxman2
@ricardo_ik_ahau
@pvalsfr
@pythonroboto

Top Tweeters in G6:
@libardopez
@muktabh
@__tarororobun
@tunguz
@naohisashoji
@jp_axs4ll
@jeremyphoward
@frangodapadaria
@feedsupervised
@rsconsuegra

Top Tweeters in G7:
@func_hs
@niszet0
@drqyuto
@marriagetheorem
@morioka
@vaaaaanquish
@electronnest
@biasandvariance
@tmiya_
@shigekzishihara

Top Tweeters in G8:
@veronicatalbot9
@movie_gal_10
@friendsoscience
@mark_melbin
@davestewart4444
@tony__heller
@veritatem2021
@dawntj90
@vlaamse_zaak
@socalbohogal

Top Tweeters in G9:
@ayirpelle
@boogidffskw2002
@uberpreeya
@xenocryptsite
@kevinmarks
@drmaciver
@yoavgo
@shumayl_
@pozorvlak
@mshook

Top Tweeters in G10:
@kastone_paul
@hiccup_o
@legalezra
@_vee_k
@konemoheavy_
@sharauts
@daven3xus_
@ojimmycee
@iam_meista
@redd_dembe