neo4j, Twitter, 12/14/2021 1:13:44 PM, 268313


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neo4j_2021-12-13_22-31-36.xlsx
neo4j_2021-12-13_22-31-36.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 14, 2021
Short Description:
neo4j via NodeXL https://bit.ly/3E6tCmB
@neo4j
@swapnakpanda
@francis_anyuru
@johnnjii
@kdnuggets
@zaks1000
@mesirii
@jahedul0789
@webcoderz
@datasciencebot_

Top hashtags:
#neo4j
#graphdatabase
#panamapapers
#datascience
#learning
#dataanalytics
#cypher
#graph
#ai

Description:
Description
The graph represents a network of 1,370 Twitter users whose tweets in the requested range contained "neo4j", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 14 December 2021 at 06:33 UTC.

The requested start date was Tuesday, 14 December 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 22-hour, 49-minute period from Tuesday, 30 November 2021 at 02:09 UTC to Tuesday, 14 December 2021 at 00:59 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 : 1370
Unique Edges : 1229
Edges With Duplicates : 3105
Total Edges : 4334
Number of Edge Types : 5
Mentions : 967
Retweet : 1071
MentionsInRetweet : 1664
Replies to : 287
Tweet : 345
Self-Loops : 376
Reciprocated Vertex Pair Ratio : 0.0462124821343497
Reciprocated Edge Ratio : 0.0883424408014572
Connected Components : 180
Single-Vertex Connected Components : 117
Maximum Vertices in a Connected Component : 1074
Maximum Edges in a Connected Component : 3920
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.196437
Graph Density : 0.00117086903435296
Modularity : 0.39518
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,370 Twitter users whose tweets in the requested range contained "neo4j", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 14 December 2021 at 06:33 UTC.

The requested start date was Tuesday, 14 December 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 22-hour, 49-minute period from Tuesday, 30 November 2021 at 02:09 UTC to Tuesday, 14 December 2021 at 00:59 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 : neo4j
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:
[41] https://www.kdnuggets.com/2021/12/analyzing-scientific-articles-finetuned-scibert-ner-model-neo4j.html
[21] https://webjahedul.blogspot.com/2021/11/kerala-govt-to-create-databank-for.html
[19] https://www.kdnuggets.com/2021/11/build-knowledge-graph-neo4j-transformers.html
[17] https://webjahedul.blogspot.com/2021/10/food-heres-why-armenia-is-emerging-as.html
[14] https://webjahedul.blogspot.com/2021/11/weight-lose-want-to-lose-weight-train.html
[12] https://webjahedul.blogspot.com/2021/11/weight-loss-drinking-habits-for-weight.html
[11] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fexploring-electronic-health-records-with-medcat-and-neo4j-f376c03d8eef
[10] https://towardsdatascience.com/how-to-build-a-knowledge-graph-with-neo4j-and-transformers-72b9471d6969
[9] https://www.icij.org/investigations/pandora-papers/icij-releases-new-pandora-papers-data-from-two-offshore-service-providers/
[9] https://towardsdatascience.com/knowledge-graph-completion-with-pykeen-and-neo4j-6bca734edf43?source=social.tw

Top URLs in Tweet in G1:
[7] https://okt.to/hBF1fD
[4] https://healthecco.org/covidgraph/covidgraph-applications/
[3] https://okt.to/ke5uTt
[3] https://twitter.com/i/broadcasts/1dRKZlpdebwJB
[3] https://okt.to/hf8vUo
[3] https://okt.to/39FYfd
[3] https://github.com/halftermeyer/AoC2021WithCypher/blob/main/day6/day6.cypher
[3] https://okt.to/Y0Cqck
[3] https://twitter.com/i/broadcasts/1dRKZlpNNdbJB
[3] https://twitter.com/neo4j/status/1466046228341436416

Top URLs in Tweet in G2:
[6] https://quarkus.io/blog/quarkus-native-neo4j-call-tree/
[6] https://www.icij.org/investigations/pandora-papers/icij-releases-new-pandora-papers-data-from-two-offshore-service-providers/
[6] https://neo4j.com/release-notes/database/neo4j-4-4-0/
[5] https://okt.to/kpMI2a
[4] https://twitter.com/i/broadcasts/1RDGlgDRbjkKL
[4] https://towardsdatascience.com/how-to-build-a-knowledge-graph-with-neo4j-and-transformers-72b9471d6969
[3] https://www.youtube.com/watch?v=hOCkHXVRbSs&feature=youtu.be

[2] https://neo4j.com/developer-blog/digging-into-the-icij-pandora-papers-dataset-with-neo4j/
[2] https://github.com/neo4j-php
[2] https://community.neo4j.com/t/log4j-cve-mitigation-for-neo4j/48856

Top URLs in Tweet in G3:
[14] https://www.kdnuggets.com/2021/12/analyzing-scientific-articles-finetuned-scibert-ner-model-neo4j.html
[6] https://www.kdnuggets.com/2021/11/build-knowledge-graph-neo4j-transformers.html
[4] https://www.kdnuggets.com/2021/12/analyzing-scientific-articles-finetuned-scibert-ner-model-neo4j.html?utm_source=dlvr.it&utm_medium=twitter
[3] https://twitter.com/neo4j/status/1314024715585871873
[3] https://www.kdnuggets.com/2021/12/analyzing-scientific-articles-finetuned-scibert-ner-model-neo4j.html?p=136111
[2] https://twitter.com/neo4j/status/1424787822997909514
[2] https://cloud.google.com/blog/ja/topics/partners/solving-financial-services-challenges-with-graph-technology
[2] https://github.com/neo4j/neo4j/issues/12796
[2] http://www.learningonlinecourse.com/2021/12/neo4j-graphdb-foundations-with-cypher75.html?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.globenewswire.com/news-release/2021/11/30/2342592/0/en/Docker-Official-Images-Now-Available-on-Amazon-Elastic-Container-Registry-Public-Completes-Integration-with-AWS-Graviton-Service.html

Top URLs in Tweet in G4:
[4] https://www.researchgate.net/publication/350457864_Trend_of_Anti-SARS-COV-2_Seropositivity_in_Karachi
[4] https://www.researchgate.net/publication/348360865_Diagnostic_Accuracy_of_Electro-Chemiluminescence_Immunoassay_Anti-SARS-CoV-2_Serological_Test
[3] https://www.researchgate.net/publication/355444184_Effectiveness_of_Fosfomycin_against_Extended_Spectrum_Beta-Lactamase_Producing_Escherichia_coli_in_Urinary_Cultures
[2] https://www.tripleclicks.com/21748362/indexContests
[2] http://www.fiverr.com/234677338?utm_campaign=gigs_show_buyers&utm_medium=shared&utm_source=copy_link&utm_term=Q689W1
[2] http://www.fiverr.com/206127116?utm_campaign=gigs_show&utm_medium=shared&utm_source=twitter&utm_term=pkKgZR
[2] https://www.fiverr.com/share/27VrDQ
[2] https://twitter.com/neo4j/status/1424787822997909514
[2] https://intelligentebooks.com/
[1] https://twitter.com/neo4j/status/1467778464732176384

Top URLs in Tweet in G6:
[2] https://neo4j.com/graphies/?ref=social-&utm_source=graphie-winner&utm_medium=social-post
[2] https://github.com/RedisGraph/RedisGraph
[1] https://jobs.lever.co/neo4j/af6b458e-98a1-4f8e-9eb6-0df08b898334
[1] https://medium.com/neo4j/graph-modeling-all-about-super-nodes-d6ad7e11015b
[1] https://okt.to/hf8vUo
[1] https://github.com/raysan5/raylib
[1] https://twitter.com/neo4j/status/1466046228341436416
[1] https://twitter.com/neo4j/status/1466046228341436416?s=21
[1] https://www.businessinsider.com/power10-activists-transformed-accounts-bots-spread-conspiracies-2020-02?r=MX&IR=T

Top URLs in Tweet in G7:
[1] https://message.neo4j.com/NzEwLVJSQy0zMzUAAAGBVGc-jlyHMGbKbUwnDbkK0aJrgaoyhbhWzlyI8tp3bxsQiSgJVedmkPBhqFeFKAypx9nvjW8=
[1] https://www.icij.org/investigations/pandora-papers/icij-releases-new-pandora-papers-data-from-two-offshore-service-providers/
[1] https://www.datanami.com/2021-readers-choice-awards/
[1] https://www.verifiedmarketresearch.com/product/graph-database-market/
[1] https://twitter.com/kidehen/status/1289198407177785346
[1] https://next-auth.js.org/adapters/neo4j
[1] https://github.com/usedandloved/dockerized-neo4j-with-nextjs#nextjs-with-next-auth

Top URLs in Tweet in G8:
[9] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fexploring-electronic-health-records-with-medcat-and-neo4j-f376c03d8eef
[7] https://towardsdatascience.com/knowledge-graph-completion-with-pykeen-and-neo4j-6bca734edf43?source=social.tw
[6] https://towardsdatascience.com/how-to-build-a-knowledge-graph-with-neo4j-and-transformers-72b9471d6969
[4] https://towardsdatascience.com/making-fastrp-graph-embeddings-work-for-you-f7344a535dc3
[3] https://medium.com/towards-data-science/exploring-electronic-health-records-with-medcat-and-neo4j-f376c03d8eef
[3] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fknowledge-graph-perspectives-88b69c7b1921%3Fsource%3Dsocial.tw
[2] https://towardsdatascience.com/knowledge-graph-completion-with-pykeen-and-neo4j-6bca734edf43?source=rss----7f60cf5620c9---4
[2] https://towardsdatascience.com/how-to-build-a-knowledge-graph-with-neo4j-and-transformers-72b9471d6969?source=rss----7f60cf5620c9---4
[1] https://youtu.be/Y5YYqQW88vw
[1] https://youtu.be/H5wYeMzbsMM

Top URLs in Tweet in G9:
[2] https://aipocrates.org/2021/12/12/la-evitabilidad-y-la-ai-hacia-la-generacion-de-valor-en-salud/
[1] https://aipocrates.org/2021/12/05/ciencia-de-datos-quo-vadis/

Top URLs in Tweet in G10:
[20] https://webjahedul.blogspot.com/2021/11/kerala-govt-to-create-databank-for.html
[16] https://webjahedul.blogspot.com/2021/10/food-heres-why-armenia-is-emerging-as.html
[13] https://webjahedul.blogspot.com/2021/11/weight-lose-want-to-lose-weight-train.html
[11] https://webjahedul.blogspot.com/2021/11/weight-loss-drinking-habits-for-weight.html
[6] https://www.amazon.co.jp/gp/product/B01N4WL0XS/ref=as_li_qf_asin_il_tl?ie=UTF8&tag=akitonaha-22&creative=1211&linkCode=as2&creativeASIN=B01N4WL0XS&linkId=21774574251fdc26966c1899df5b2c39
[4] https://t.ly/ZL7R
[3] https://www.datastorageasean.com/news-press-releases/neo4j-auradb-free-now-available-asia-pacific?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[2] https://nebula-graph.io/posts/neo4j-nebula-graph-import-best-practice/
[2] https://neo4j.com/blog/how-the-financial-services-industry-uses-graph-technology-infographic/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[1] https://okt.to/Rupg6Y

Top Domains
Top Domains in Tweet in Entire Graph:
[99] okt.to
[79] kdnuggets.com
[73] twitter.com
[67] blogspot.com
[61] neo4j.com
[52] towardsdatascience.com
[48] github.com
[32] youtube.com
[31] medium.com
[17] fiverr.com

Top Domains in Tweet in G1:
[85] okt.to
[27] twitter.com
[25] neo4j.com
[22] github.com
[13] kenwagatsuma.com
[7] youtube.com
[4] healthecco.org
[4] towardsdatascience.com
[4] startup.jobs
[3] icij.org

Top Domains in Tweet in G2:
[15] neo4j.com
[11] twitter.com
[11] okt.to
[10] towardsdatascience.com
[9] youtube.com
[9] github.com
[7] icij.org
[6] quarkus.io
[3] medium.com
[2] google.com

Top Domains in Tweet in G3:
[33] kdnuggets.com
[13] twitter.com
[8] github.com
[6] neo4j.com
[6] linkedin.com
[5] google.com
[4] medium.com
[4] towardsdatascience.com
[2] neue-pressemitteilungen.de
[2] fiverr.com

Top Domains in Tweet in G4:
[13] researchgate.net
[12] fiverr.com
[10] tripleclicks.com
[10] youtube.com
[9] twitter.com
[3] blogspot.com
[2] investsocial.com
[2] intelligentebooks.com
[1] linkedin.com
[1] amazon.com

Top Domains in Tweet in G6:
[3] github.com
[2] neo4j.com
[2] twitter.com
[1] lever.co
[1] medium.com
[1] okt.to
[1] businessinsider.com

Top Domains in Tweet in G7:
[1] neo4j.com
[1] icij.org
[1] datanami.com
[1] verifiedmarketresearch.com
[1] twitter.com
[1] js.org
[1] github.com

Top Domains in Tweet in G8:
[24] towardsdatascience.com
[17] medium.com
[5] youtu.be
[2] neo4j.com
[1] okt.to
[1] kdnuggets.com
[1] connected-data.world

Top Domains in Tweet in G9:
[3] aipocrates.org

Top Domains in Tweet in G10:
[60] blogspot.com
[6] co.jp
[4] t.ly
[3] datastorageasean.com
[2] nebula-graph.io
[2] neo4j.com
[1] okt.to

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[491] neo4j
[211] graphdatabase
[129] panamapapers
[91] datascience
[73] learning
[51] dataanalytics
[44] cypher
[38] graph
[35] ai
[35] machinelearning



Top Hashtags in Tweet in G1:
[182] graphdatabase
[157] neo4j
[114] panamapapers
[32] datascience
[30] cypher
[25] adventofcode
[20] database
[10] graphdatabases
[10] graphalgorithms
[10] gameofthrones

Top Hashtags in Tweet in G2:
[77] neo4j
[22] datascience
[20] graph
[18] ml
[16] pykeen
[16] linkprediction
[13] knowledgegraph
[13] bigdata
[10] pandorapapers
[8] pandora

Top Hashtags in Tweet in G3:
[17] neo4j
[16] data
[10] author
[10] merge
[10] match
[6] knowledgegraph
[5] graph
[4] graphie
[4] awards
[4] knowledge

Top Hashtags in Tweet in G4:
[69] neo4j
[11] graphdatabase
[7] panamapapers
[4] photo
[3] fiverr
[2] introvideo
[2] video
[2] logointro
[2] introoutro
[2] logoanimation

Top Hashtags in Tweet in G5:
[1] panamapapers
[1] graphdatabase
[1] graphalgorithms
[1] datascience
[1] gameofthrones

Top Hashtags in Tweet in G6:
[25] hubby
[22] graphies
[22] projectdomino
[7] neo4j
[2] graphdatabase
[1] cypher
[1] graph
[1] spacy
[1] nodejs
[1] vertexai

Top Hashtags in Tweet in G7:
[4] ff
[4] database
[3] graphdatabase
[2] knowledgegraph
[2] linkeddata
[2] sparql
[2] cypher
[2] virtuosordbms
[1] bloom2
[1] graphtech

Top Hashtags in Tweet in G8:
[17] neo4j
[11] machinelearning
[10] datascience
[6] biomedical
[3] health
[3] ehr
[3] medcat
[2] graphs
[1] twin4j
[1] nlproc

Top Hashtags in Tweet in G9:
[1] 3g

Top Hashtags in Tweet in G10:
[68] neo4j
[61] learning
[45] dataanalytics
[10] opensource
[5] coding
[5] datascience
[5] python
[5] 100daysofcode
[4] machinelearning
[4] bigdata

Top Words
Top Words in Tweet in Entire Graph:
[1453] neo4j
[475] #neo4j
[393] graph
[330] data
[245] free
[208] today
[202] #graphdatabase
[181] something
[178] try
[165] explore

Top Words in Tweet in G1:
[452] neo4j
[197] data
[173] #graphdatabase
[169] today
[154] try
[150] graph
[148] something
[147] #neo4j
[140] explore
[131] set

Top Words in Tweet in G2:
[247] neo4j
[72] #neo4j
[66] graph
[52] data
[36] knowledge
[32] mesirii
[28] native
[27] rotnroll666
[26] call
[25] use

Top Words in Tweet in G3:
[110] neo4j
[33] graph
[26] model
[25] analyzing
[25] fine
[24] scientific
[24] tuned
[24] scibert
[23] articles
[23] ner

Top Words in Tweet in G4:
[169] neo4j
[140] alexandererdl
[127] ellazal
[69] #neo4j
[64] free
[61] miss
[61] episode
[61] discover
[61] aura
[61] catch

Top Words in Tweet in G5:
[86] neo4j
[84] building
[84] fun
[84] project
[84] deploy
[84] database
[84] free
[84] mongodb
[84] atlas
[84] datastax

Top Words in Tweet in G6:
[80] webcoderz
[62] neo4j
[37] project
[36] domino
[34] work
[30] louisemensch
[29] congratulations
[26] years
[26] proud
[25] #hubby

Top Words in Tweet in G7:
[16] neo4j
[7] mongodb
[6] teradata
[5] data
[5] oracledatabase
[5] sqlserver
[5] db2zlabnews
[5] mysql
[5] postgresql
[5] filemakertoday

Top Words in Tweet in G8:
[65] neo4j
[52] graph
[36] tdatascience
[35] knowledge
[21] using
[18] transformers
[17] #neo4j
[17] building
[17] latest
[15] embeddings

Top Words in Tweet in G9:
[9] mutazalsabah
[9] kalrasadi
[9] dr_i3rahimsaleh
[9] almuftifawaz
[9] austral_ed
[9] iia_es
[9] discriminantbot
[8] healthdotinc
[8] alghabiwe
[8] ahmed_albeshri

Top Words in Tweet in G10:
[68] #neo4j
[61] #learning
[56] jahedul0789
[45] #dataanalytics
[24] weight
[20] kerala
[20] govt
[20] create
[20] databank
[20] people

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[165] try,something
[165] something,today
[157] neo4j,try
[156] today,explore
[149] data,set
[135] easy,started
[133] alexandererdl,ellazal
[129] knowledge,graph
[127] set,#graphdatabase
[126] #graphdatabase,sandbox

Top Word Pairs in Tweet in G1:
[144] try,something
[144] something,today
[136] neo4j,try
[132] today,explore
[131] data,set
[120] easy,started
[114] set,#graphdatabase
[113] #graphdatabase,sandbox
[113] sandbox,easy
[112] explore,#panamapapers

Top Word Pairs in Tweet in G2:
[35] knowledge,graph
[22] graph,completion
[17] native,call
[17] call,path
[17] path,universe
[17] universe,neo4j
[16] quarkus,native
[16] integrate,#neo4j
[16] #neo4j,#pykeen
[16] #pykeen,perform

Top Word Pairs in Tweet in G3:
[24] fine,tuned
[24] tuned,scibert
[23] scientific,articles
[23] articles,fine
[23] scibert,ner
[23] ner,model
[23] model,neo4j
[22] analyzing,scientific
[13] neo4j,kdnuggets
[10] neo4j,gibt

Top Word Pairs in Tweet in G4:
[127] alexandererdl,ellazal
[72] neo4j,alexandererdl
[61] episode,discover
[61] discover,#neo4j
[61] #neo4j,aura
[61] aura,free
[61] free,alexandererdl
[61] ellazal,catch
[61] repo,write
[60] neo4j,miss

Top Word Pairs in Tweet in G5:
[84] building,fun
[84] fun,project
[84] project,deploy
[84] deploy,database
[84] database,free
[84] free,mongodb
[84] mongodb,atlas
[84] atlas,datastax
[84] datastax,astra
[84] astra,neo4j

Top Word Pairs in Tweet in G6:
[36] project,domino
[25] proud,#hubby
[25] #hubby,webcoderz
[25] webcoderz,watched
[25] watched,work
[25] work,tirelessly
[25] tirelessly,years
[25] years,truly
[25] truly,altruistic
[25] altruistic,reasons

Top Word Pairs in Tweet in G7:
[5] oracledatabase,sqlserver
[5] sqlserver,db2zlabnews
[5] db2zlabnews,mysql
[5] mysql,postgresql
[5] postgresql,mongodb
[5] mongodb,teradata
[5] teradata,filemakertoday
[5] filemakertoday,redisinc
[4] #ff,#database
[4] #database,oracledatabase

Top Word Pairs in Tweet in G8:
[35] knowledge,graph
[18] graph,neo4j
[18] neo4j,transformers
[15] concise,guide
[15] guide,building
[15] building,knowledge
[15] transformers,head
[15] head,over
[15] over,ubiai5's
[15] ubiai5's,latest

Top Word Pairs in Tweet in G9:
[9] mutazalsabah,kalrasadi
[9] kalrasadi,dr_i3rahimsaleh
[9] dr_i3rahimsaleh,almuftifawaz
[9] almuftifawaz,austral_ed
[9] austral_ed,iia_es
[9] iia_es,discriminantbot
[8] discriminantbot,alghabiwe
[8] alghabiwe,ahmed_albeshri
[7] ahmed_albeshri,neo4j
[4] drpmiramontes,sonybec

Top Word Pairs in Tweet in G10:
[61] #neo4j,#learning
[45] #learning,#dataanalytics
[20] kerala,govt
[20] govt,create
[20] create,databank
[20] databank,people
[20] people,above
[20] above,30
[20] 30,treat
[20] treat,#neo4j

Top Replied-To
Top Replied-To in Entire Graph:
@neo4j
@mesirii
@technige
@codexeditor
@webcoderz
@rotnroll666
@boobboo
@jnbrymn
@meistermeier
@louisemensch

Top Replied-To in G1:
@neo4j
@restaov
@rastadidi
@technige
@opengov_asia
@mfiandor
@thesaigonbabe
@cannibal
@arquitextonica
@topologicbim

Top Replied-To in G2:
@neo4j
@technige
@mesirii
@boobboo
@rotnroll666
@jnbrymn
@meistermeier
@fbiville
@luannem
@ikwattro

Top Replied-To in G4:
@neo4j
@tstar830
@hoffsim

Top Replied-To in G6:
@webcoderz
@louisemensch
@projhastings
@cassidoo
@immaculateloo
@ashkenaz89
@natalya_sukmeov
@dawg_won
@g_korland

Top Replied-To in G7:
@neo4j
@craigmullins

Top Replied-To in G8:
@neo4j

Top Replied-To in G9:
@healthdotinc
@kosmosplatform
@mutazalsabah

Top Mentioned
Top Mentioned in Entire Graph:
@neo4j
@alexandererdl
@ellazal
@swapnakpanda
@webcoderz
@jahedul0789
@mesirii
@tdatascience
@icijorg
@louisemensch

Top Mentioned in G1:
@neo4j
@halftep
@mesirii
@aliciaframe1
@derivo
@icijorg
@orbitmi_
@_nikunjvora
@alexandererdl
@ellazal

Top Mentioned in G2:
@neo4j
@mesirii
@graph_aware
@rotnroll666
@tb_tomaz
@icijorg
@keenuniverse
@quarkusio
@tryhume
@galderz

Top Mentioned in G3:
@tota_meso

Top Mentioned in G4:
@alexandererdl
@ellazal
@neo4j
@resonatecoop
@mesirii
@boardgamegeek
@nba
@fivethirtyeight
@icijorg
@joedepeau

Top Mentioned in G5:
@swapnakpanda
@neo4j

Top Mentioned in G6:
@webcoderz
@neo4j
@louisemensch
@americanlarper
@datacollectac
@exalteddata
@3r1ng
@laura_greenaura
@stillgrannyp
@deepfates

Top Mentioned in G7:
@neo4j
@mongodb
@teradata
@oracledatabase
@sqlserver
@db2zlabnews
@mysql
@postgresql
@filemakertoday
@redisinc

Top Mentioned in G8:
@tdatascience
@ubiai5
@cjlovesdata1
@neo4j
@zeljkokr
@carlos_f_enguix
@giuseppe_futia
@hubbucket
@kdnuggets
@hubdevops

Top Mentioned in G9:
@kalrasadi
@dr_i3rahimsaleh
@almuftifawaz
@austral_ed
@iia_es
@discriminantbot
@mutazalsabah
@alghabiwe
@ahmed_albeshri
@neo4j

Top Mentioned in G10:
@jahedul0789
@bookloveru2
@vector_editor
@osourcenews
@neo4j
@nebulagraph
@id_python
@cjlovesdata1
@nsmith_piano

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@chidambara09
@xaelbot
@codedailybot
@zolangegonzalez
@thedeveloperbot
@cybersecurityn8
@rosenchild
@ipythonistabot
@morolswediu

Top Tweeters in G1:
@businessinsider
@powerglobalus
@celiapfau
@nensoniuch
@bishodip
@the404code
@ibrahimacar5334
@syawal
@ssr57
@mdrechsler

Top Tweeters in G2:
@chidambara09
@thedeveloperbot
@morolswediu
@ene3112
@djriveraros
@goaidev
@lucasoft_co_uk
@ctechtvbfy
@cheonjihae08
@starbuxman

Top Tweeters in G3:
@dataaugmented
@presseticker
@chandanrtcs
@myu65_laurant
@morioka
@realgophersship
@eagerbeavertech
@presse_mobi
@__snow_rabbit__
@babie

Top Tweeters in G4:
@zolangegonzalez
@xolanixnkosi
@slavski_kolac
@lkafle
@nba
@quijada_cruz
@linuxmil
@kellenbergerz
@0244ato
@bird4669

Top Tweeters in G5:
@junjudapi
@ayibatonye0
@chicagoedgehub
@shirleman
@mr_baagii
@hgfernan
@factoranalyzer
@og_james_
@lor_ronny
@rot13e

Top Tweeters in G6:
@stunnedvoter
@jsinvr
@meljmcd
@tamaraciocci
@rhscsmtms
@jacobradkins
@adogslifeto
@margarethardwi5
@sujilu
@oliviajthorne2

Top Tweeters in G7:
@nick_barnes
@jadp
@craigmullins
@awscloud
@tableau
@microsoft
@teradata
@filemakertoday
@oracle
@ibm

Top Tweeters in G8:
@rosenchild
@caring_mobile
@hubbucket
@edrc30
@fmarradi
@datafitter
@eelrekab
@tdatascience
@esmktdigital
@esmarketingdigi

Top Tweeters in G9:
@jj_angelus
@discriminantbot
@raehanbobby
@alghabiwe
@sylviaduckworth
@rafael52987
@ahmed_albeshri
@n
@giant_health
@rafratinam

Top Tweeters in G10:
@sectest9
@xaelbot
@codedailybot
@cybersecurityn8
@discovertech3
@jfsebastian146
@coderretweet
@ml_tweet_bot
@womencodersbot
@_funbot


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