graph database, Twitter, 2/23/2021 6:44:50 PM, 249467


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graph database_2021-02-23_06-16-57.xlsx
graph database_2021-02-23_06-16-57.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 23, 2021
Short Description:
graph database via NodeXL https://bit.ly/3pOqsMQ
@neo4j
@ipythonistabot
@salhaj
@chidambara09
@richniemiec
@miilan_s
@tigergraphdb
@nancytr83158469
@tdatascience
@nebulagraph

Top hashtags:
#graph
#data
#ai
#database
#python
#ml
#datascience
#tech
#startup
#business

Description:
Description
The graph represents a network of 680 Twitter users whose tweets in the requested range contained "graph database", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 23 February 2021 at 14:19 UTC.

The requested start date was Tuesday, 23 February 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, 23-hour, 14-minute period from Tuesday, 09 February 2021 at 01:15 UTC to Tuesday, 23 February 2021 at 00:30 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 : 680
Unique Edges : 497
Edges With Duplicates : 1007
Total Edges : 1504
Number of Edge Types : 5
Retweet : 418
MentionsInRetweet : 604
Mentions : 153
Tweet : 285
Replies to : 44
Self-Loops : 293
Reciprocated Vertex Pair Ratio : 0.0265210608424337
Reciprocated Edge Ratio : 0.0516717325227964
Connected Components : 247
Single-Vertex Connected Components : 167
Maximum Vertices in a Connected Component : 244
Maximum Edges in a Connected Component : 939
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.687365
Graph Density : 0.0014251061249242
Modularity : 0.45189
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 680 Twitter users whose tweets in the requested range contained "graph database", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 23 February 2021 at 14:19 UTC.

The requested start date was Tuesday, 23 February 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, 23-hour, 14-minute period from Tuesday, 09 February 2021 at 01:15 UTC to Tuesday, 23 February 2021 at 00:30 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 : graph database
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:
[32] https://venturebeat.com/2021/02/08/what-is-a-graph-database/
[29] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fcreate-a-graph-database-in-neo4j-using-python-4172d40f89c4
[27] https://techcrunch.com/2021/02/17/tigergraph-raises-105m-series-c-for-its-enterprise-graph-database/
[27] https://techcrunch.com/2021/02/17/tigergraph-raises-105m-series-c-for-its-enterprise-graph-database/?utm_source=dlvr.it&utm_medium=twitter
[25] https://www.7wdata.be/data-analysis/the-future-of-data-a-decentralized-graph-database/?utm_source=twitter&utm_medium=7wdata&utm_campaign=mp-rss-24-7wBlog
[16] https://jp.techcrunch.com/2021/02/18/2021-02-17-tigergraph-raises-105m-series-c-for-its-enterprise-graph-database/
[12] https://trib.al/9F9kyU1
[10] https://towardsdatascience.com/create-a-graph-database-in-neo4j-using-python-4172d40f89c4?source=social.tw
[9] https://www.linkedin.com/slink?code=eAUey_W
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=249024

Top URLs in Tweet in G1:
[20] https://techcrunch.com/2021/02/17/tigergraph-raises-105m-series-c-for-its-enterprise-graph-database/?utm_source=dlvr.it&utm_medium=twitter
[16] https://venturebeat.com/2021/02/08/what-is-a-graph-database/
[16] https://techcrunch.com/2021/02/17/tigergraph-raises-105m-series-c-for-its-enterprise-graph-database/
[15] https://jp.techcrunch.com/2021/02/18/2021-02-17-tigergraph-raises-105m-series-c-for-its-enterprise-graph-database/
[4] https://neo4j.com/whitepapers/advantages-neo4j-aura-enterprise/?ref=social-team
[4] https://vskumar.blog/2018/07/15/2-graph-database-docker-how-to-install-neo4j-on-a-docker-container-for-ubuntu-18-04-vm/
[4] https://vskumar.blog/2017/12/08/how-to-install-neo4j-3-2-6-graph-database-on-ubuntu/
[3] https://techcrunch.com/2021/02/17/tigergraph-raises-105m-series-c-for-its-enterprise-graph-database/?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+Techcrunch+%28TechCrunch%29
[3] https://finance.yahoo.com/news/tigergraph-raises-105m-series-c-130037609.html?utm_source=dlvr.it&utm_medium=twitter
[2] https://venturebeat.com/2021/02/08/what-is-a-graph-database/?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G2:
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=249024
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=247401
[4] https://neo4j.com/blog/extensive-representation-of-contact-tracing-with-neo4j-in-the-canton-of-geneva/?ref=social-team&utm_source=GaggleAMP-Neo4j&utm_medium=Twitter%20(GaggleAMP)&utm_campaign=Blog%20(GaggleAMP)&utm_content=extensive-representation-of-contact-tracing-with-neo4j-in-the-ca-2880548
[4] https://neo4j.com/event/graph-data-science-for-dummies-a-discussion-with-the-authors/?utm_source=GaggleAMP-Neo4j&utm_medium=Twitter%20(GaggleAMP)&utm_campaign=none%20(GaggleAMP)&utm_content=graph-data-science-for-dummies-a-discussion-with-the-authors-2887135
[4] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fcreate-a-graph-database-in-neo4j-using-python-4172d40f89c4
[4] https://www.7wdata.be/data-analysis/the-future-of-data-a-decentralized-graph-database/?utm_source=twitter&utm_medium=7wdata&utm_campaign=mp-rss-24-7wBlog
[4] https://neo4j.com/blog/graphs-for-artificial-intelligence-and-machine-learning/?ref=social-blog
[3] https://ai-summary.com/summary-create-a-graph-database-in-neo4j-using-python/?utm_medium=social-organic&utm_source=twitter
[3] https://briefly.co/anchor/Data_science/story/create-a-graph-database-in-neo4j-using-python?f=gravlax&utm_source=Twitter&utm_medium=autotweet&utm_content=unhighlighted&utm_campaign=Data_science
[2] https://www.cbronline.com/news/google-fly-brain-project

Top URLs in Tweet in G3:
[20] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fcreate-a-graph-database-in-neo4j-using-python-4172d40f89c4
[9] https://towardsdatascience.com/create-a-graph-database-in-neo4j-using-python-4172d40f89c4?source=social.tw
[3] https://searchdatamanagement.techtarget.com/news/252495411/Neo4j-unveils-cloud-graph-database-for-the-enterprise
[1] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fwhat-is-a-graph-database-249cd7fdf24d%3Fsource%3Dsocial.tw
[1] https://towardsdatascience.com/create-a-graph-database-in-neo4j-using-python-4172d40f89c4

Top URLs in Tweet in G4:
[20] https://www.7wdata.be/data-analysis/the-future-of-data-a-decentralized-graph-database/?utm_source=twitter&utm_medium=7wdata&utm_campaign=mp-rss-24-7wBlog
[2] https://venturebeat.com/2021/02/08/what-is-a-graph-database/
[2] http://dlvr.it/RsvMD2
[1] https://techcrunch.com/2021/02/17/tigergraph-raises-105m-series-c-for-its-enterprise-graph-database/
[1] https://twitter.com/OracleDatabase/status/1359169189668339715
[1] https://www.remote-developer-jobs.com/job/505282/
[1] https://www.remote-developer-jobs.com/job/503443/
[1] https://www.remote-developer-jobs.com/job/503430/
[1] https://techcrunch.com/2021/02/17/tigergraph-raises-105m-series-c-for-its-enterprise-graph-database/?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+Techcrunch+%28TechCrunch%29
[1] https://www.youtube.com/watch?v=OzDG68VvPxY&feature=youtu.be


Top URLs in Tweet in G5:
[12] https://trib.al/9F9kyU1
[7] https://techcrunch.com/2021/02/17/tigergraph-raises-105m-series-c-for-its-enterprise-graph-database/
[2] https://info.tigergraph.com/ebook-4-1-0-0?utm_campaign=2020%20Paid%20Twitter-%20eBook%20N%20America&utm_source=twitter&utm_medium=paidsocial
[1] https://www.tigergraph.com/2020/04/07/using-a-graph-database-for-big-data-entity-resolution/?utm_content=153736148&utm_medium=social&utm_source=twitter&hss_channel=tw-509849786
[1] https://info.tigergraph.com/entity-resolution-mini-guide?utm_campaign=2020%20Entity%20Resolution%20Mini%20Guide&utm_content=144910517&utm_medium=social&utm_source=twitter&hss_channel=tw-509849786
[1] http://www.tigergraph.com/cloud?utm_content=153876694&utm_medium=social&utm_source=twitter&hss_channel=tw-509849786
[1] http://www.tigergraph.com/cloud?utm_content=153960949&utm_medium=social&utm_source=twitter&hss_channel=tw-509849786
[1] https://www.tigergraph.com/2020/04/07/using-a-graph-database-for-big-data-entity-resolution/?utm_content=154415628&utm_medium=social&utm_source=twitter&hss_channel=tw-509849786
[1] https://info.tigergraph.com/graph-ai-world-data-science-panel?utm_campaign=2020%20Graph%2BAI%20World&utm_content=154879702&utm_medium=social&utm_source=twitter&hss_channel=tw-509849786
[1] https://www.tigergraph.com/blog/implementing-a-24-join-sql-query-in-a-graph-database/?utm_content=154880091&utm_medium=social&utm_source=twitter&hss_channel=tw-509849786

Top URLs in Tweet in G7:
[4] https://github.com/vesoft-inc/nebula-docs/blob/master/docs-2.0/1.introduction/1.what-is-nebula-graph.md
[4] https://www.nextplatform.com/2021/01/19/third-time-is-the-charm-for-nebula-graph-database/
[4] https://neo4j.com/blog/jetbrains-ide-plugin-graph-database/
[2] https://github.com/vesoft-inc/nebula-docs/blob/master/docs-2.0/2.quick-start/4.nebula-graph-crud.md
[2] https://nebula-graph.io/posts/stock-interrelation-analysis-nebula-graph-machine-learning/
[2] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DeQQ4r2PK-kM&q=EgS4SO-bGIqd1IEGIhkA8aeDS-e7KzA0tpAasPv5M8DlysGy52orMgFy
[2] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DeQQ4r2PK-kM&q=EgS4SO-bGIud1IEGIhkA8aeDSwfiroiAFC_mhlRhbcAu_fEQ9yPmMgFy
[1] https://github.com/vesoft-inc/nebula-docs/blob/master/docs_2.0/manual_EN/2.introduction/1.what-is-nebula-graph.md
[1] https://github.com/vesoft-inc/nebula-docs/blob/master/docs-2.0/2.quick-start/3.connect-to-nebula-graph.md
[1] https://nebula-graph.io/posts/review-on-graph-databases/

Top URLs in Tweet in G8:
[1] https://www.youtube.com/watch?v=OzDG68VvPxY&feature=youtu.be


Top URLs in Tweet in G10:
[9] https://venturebeat.com/2021/02/08/what-is-a-graph-database/
[1] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fcreate-a-graph-database-in-neo4j-using-python-4172d40f89c4%3Fsource%3Dsocial.tw

Top Domains
Top Domains in Tweet in Entire Graph:
[88] techcrunch.com
[35] medium.com
[35] venturebeat.com
[30] 7wdata.be
[27] neo4j.com
[19] linkedin.com
[19] google.com
[18] nodexlgraphgallery.org
[16] github.com
[15] towardsdatascience.com

Top Domains in Tweet in G1:
[57] techcrunch.com
[19] venturebeat.com
[8] neo4j.com
[8] vskumar.blog
[5] google.com
[4] linkedin.com
[4] medium.com
[4] towardsdatascience.com
[4] github.com
[4] twitter.com

Top Domains in Tweet in G2:
[18] nodexlgraphgallery.org
[15] neo4j.com
[6] medium.com
[4] 7wdata.be
[3] ai-summary.com
[3] briefly.co
[2] cbronline.com
[2] linkedin.com
[1] twitter.com
[1] towardsdatascience.com

Top Domains in Tweet in G3:
[21] medium.com
[10] towardsdatascience.com
[3] techtarget.com

Top Domains in Tweet in G4:
[20] 7wdata.be
[3] remote-developer-jobs.com
[2] venturebeat.com
[2] techcrunch.com
[2] dlvr.it
[1] twitter.com
[1] youtube.com

Top Domains in Tweet in G5:
[12] trib.al
[9] tigergraph.com
[8] techcrunch.com
[1] datanami.com
[1] insidehpc.com
[1] techmeme.com

Top Domains in Tweet in G7:
[13] google.com
[10] github.com
[4] nextplatform.com
[4] neo4j.com
[3] nebula-graph.io
[1] twitter.com
[1] 7wdata.be

Top Domains in Tweet in G8:
[1] youtube.com

Top Domains in Tweet in G10:
[9] venturebeat.com
[1] medium.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[116] graph
[115] data
[114] ai
[111] database
[103] python
[101] ml
[88] datascience
[75] tech
[75] startup
[75] business



Top Hashtags in Tweet in G1:
[11] enterprise
[7] amgen
[6] neo4j
[5] analytics
[5] cloud
[4] graph
[4] aura
[4] technology
[4] arangodb
[4] semantic

Top Hashtags in Tweet in G2:
[72] graph
[72] python
[64] ai
[63] datascience
[63] data
[60] ml
[57] database
[56] tech
[56] business
[54] startup

Top Hashtags in Tweet in G3:
[3] dsc_techtarget
[1] dsc_hash_smama
[1] datascience
[1] webdevelopment
[1] fullstack
[1] neo4j

Top Hashtags in Tweet in G4:
[39] ai
[36] data
[36] ml
[29] devops
[28] database
[22] bigdata
[22] analytics
[21] 100daysofcode
[20] 100daysofmlcode
[19] graph

Top Hashtags in Tweet in G5:
[9] bigdata
[8] analytics
[8] graphdatabase
[6] graphanalytics
[5] graphdb
[3] entityresolution
[3] nosql
[2] cloud
[2] ai
[2] mdm

Top Hashtags in Tweet in G7:
[24] opensource
[22] nebulagraph
[22] graphdatabase
[15] database
[14] software
[10] graphdb
[9] codenewbie
[7] founder
[7] facebook
[7] alibaba

Top Hashtags in Tweet in G8:
[16] graphql

Top Hashtags in Tweet in G10:
[2] bigdata
[2] database
[1] neo4j
[1] python

Top Words
Top Words in Tweet in Entire Graph:
[617] graph
[554] database
[210] neo4j
[149] create
[147] using
[122] tigergraph
[116] #graph
[115] enterprise
[115] #data
[114] #ai

Top Words in Tweet in G1:
[165] graph
[160] database
[74] tigergraph
[70] enterprise
[67] series
[62] 105m
[61] raises
[20] data
[18] neo4j
[14] analytics

Top Words in Tweet in G2:
[132] neo4j
[72] create
[72] using
[72] #graph
[72] #python
[71] database
[64] graph
[64] #ai
[63] nancytr83158469
[63] #datascience

Top Words in Tweet in G3:
[52] graph
[35] database
[34] neo4j
[30] python
[29] create
[29] using
[22] data
[20] cleaning
[18] population
[17] pythonhub

Top Words in Tweet in G4:
[51] database
[45] graph
[39] #ai
[36] #data
[36] #ml
[29] #devops
[28] #database
[22] #bigdata
[22] #analytics
[21] #100daysofcode

Top Words in Tweet in G5:
[34] graph
[29] database
[23] series
[22] tigergraph
[22] enterprise
[22] 105m
[20] raises
[19] techcrunch
[14] fredericl
[9] data

Top Words in Tweet in G6:
[27] origin
[27] trail
[27] masterpiece
[27] trac
[27] never
[27] seen
[27] such
[27] massive
[27] combination
[27] crypto

Top Words in Tweet in G7:
[90] graph
[78] nebula
[40] nebulagraph
[29] database
[26] docs
[24] #opensource
[22] #nebulagraph
[22] #graphdatabase
[17] platform
[15] #database

Top Words in Tweet in G8:
[17] graph
[17] database
[16] working
[16] dgraphlabs
[16] recently
[16] pretty
[16] awesome
[16] native
[16] #graphql
[16] orms

Top Words in Tweet in G9:
[25] prq
[24] based
[14] market
[14] cap
[13] grt
[12] uses
[12] push
[12] services
[12] time
[12] actions

Top Words in Tweet in G10:
[10] graph
[9] database
[9] venturebeat
[2] #bigdata
[2] #database

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[406] graph,database
[121] neo4j,using
[101] 105m,series
[99] raises,105m
[93] enterprise,graph
[92] using,#python
[89] tigergraph,raises
[82] series,enterprise
[82] create,#graph
[77] #graph,#database

Top Word Pairs in Tweet in G1:
[135] graph,database
[59] raises,105m
[59] 105m,series
[59] enterprise,graph
[56] tigergraph,raises
[55] series,enterprise
[14] エンタープライズ,グラフ
[14] グラフ,データベースのtigergraphが111
[14] データベースのtigergraphが111,3億円を調達
[10] database,analytics

Top Word Pairs in Tweet in G2:
[66] neo4j,using
[64] using,#python
[56] #ai,#ml
[55] create,#graph
[55] #graph,#database
[55] #datascience,#data
[54] #tech,#business
[54] #business,#startup
[53] #database,neo4j
[53] #python,#ai

Top Word Pairs in Tweet in G3:
[33] graph,database
[29] create,graph
[29] database,neo4j
[29] neo4j,using
[29] using,python
[18] python,data
[18] data,cleaning
[18] cleaning,graph
[18] graph,population
[17] pythonhub,create

Top Word Pairs in Tweet in G4:
[30] graph,database
[20] future,#data
[20] #data,decentralized
[20] decentralized,graph
[20] database,#ai
[20] #ai,#100daysofmlcode
[20] #100daysofmlcode,#ml
[20] #ml,#100daysofcode
[18] slides,today's
[18] today's,converged

Top Word Pairs in Tweet in G5:
[28] graph,database
[22] 105m,series
[20] enterprise,graph
[20] raises,105m
[17] tigergraph,raises
[17] series,enterprise
[11] techcrunch,tigergraph
[11] database,fredericl
[6] entity,resolution
[6] #bigdata,#analytics

Top Word Pairs in Tweet in G6:
[27] origin,trail
[27] trail,masterpiece
[27] masterpiece,trac
[27] trac,never
[27] never,seen
[27] seen,such
[27] such,massive
[27] massive,combination
[27] combination,crypto
[27] crypto,world

Top Word Pairs in Tweet in G7:
[72] nebula,graph
[20] graph,database
[13] introduction,docs
[13] docs,v2
[13] v2,nebula
[13] graph,docs
[13] docs,introduce
[13] introduce,explain
[13] explain,nebula
[11] #software,#graphdatabase

Top Word Pairs in Tweet in G8:
[17] graph,database
[16] working,dgraphlabs
[16] dgraphlabs,graph
[16] database,recently
[16] recently,pretty
[16] pretty,awesome
[16] awesome,native
[16] native,#graphql
[16] #graphql,orms
[15] fireship_dev,working

Top Word Pairs in Tweet in G9:
[14] market,cap
[12] prq,uses
[12] uses,push
[12] push,based
[12] based,services
[12] services,time
[12] time,actions
[12] actions,prq
[12] prq,market
[12] cap,142m

Top Word Pairs in Tweet in G10:
[9] graph,database
[8] database,venturebeat
[2] venturebeat,#bigdata
[2] #bigdata,#database

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@nancytr83158469
@neo4j
@nebulagraph
@miilan_s
@rmoug_org
@richniemiec
@salhaj
@techcrunch
@pythonhub
@dgraphlabs

Top Mentioned in G1:
@semanticbeeng
@juchtervbergen
@ric9871ric
@technofactr
@estream_studios

Top Mentioned in G2:
@nancytr83158469
@neo4j
@salhaj
@gcpcloud
@tb_tomaz
@danielcfng
@ellazal
@ipythonistabot
@miilan_s
@mdavidallen

Top Mentioned in G3:
@pythonhub
@tdatascience
@cjlovesdata1
@analyticbridge

Top Mentioned in G4:
@rmoug_org
@richniemiec
@nancytr83158469
@thisisgulshan
@techopcode
@remote_dev_jobs
@tigergraphdb
@ioug
@naveens16
@switchon2021

Top Mentioned in G5:
@techcrunch
@fredericl
@tigergraphdb
@datanami
@techmeme

Top Mentioned in G6:
@miilan_s

Top Mentioned in G7:
@nebulagraph
@graknlabs
@theyotg
@haikalpribadi
@st3llasia
@apache_age
@nancytr83158469
@tasabat
@doctor_cerulean
@rocksdb

Top Mentioned in G8:
@dgraphlabs
@fireship_dev

Top Mentioned in G9:
@jonathanbosh

Top Mentioned in G10:
@venturebeat
@tdatascience
@evankirstel

Top Tweeters
Top Tweeters in Entire Graph:
@easy_branches
@zyiteblog
@marciojmsilva
@zyitegadgets
@chidambara09
@teshawnedmonds
@easyjanjansen
@evankirstel
@xaelbot
@rosenchild

Top Tweeters in G1:
@marciojmsilva
@m_hayase256
@geekinfonow
@jetup1
@m157q_news_rss
@thearticletrunk
@dizzedcom
@pavelnosok
@estream_studios
@abnewswire

Top Tweeters in G2:
@xaelbot
@llnuxbot
@epuujee
@trendsinai
@serverlessfan
@popasmedia
@linuxdreams
@salhaj
@_codenewbiebot
@ipythonistabot

Top Tweeters in G3:
@rosenchild
@analyticbridge
@pythonhub
@salgadohugo1
@chriseolive
@guvvalapavanku1
@tdatascience
@lsc_david_isaac
@patri_vaquero_
@nasser_b_o

Top Tweeters in G4:
@chidambara09
@thedeveloperbot
@dataaugmented
@friday_js_bot
@hubofml
@women_who_code
@fabriciosx
@30xcodes
@devvibesbot
@morolswediu

Top Tweeters in G5:
@teshawnedmonds
@techcrunch
@techmeme
@bogenbroomdr
@jadp
@techchaser
@andreweeckert
@m42k371n9m1k3
@parisfinforum
@insidehpc

Top Tweeters in G6:
@0openscience0
@riceandcrypto
@rajkumarbas11
@donmiguelsoto
@pucko_simon
@thedabski
@mucke121
@jefnzt
@crypto_charger
@kred71367065

Top Tweeters in G7:
@codegnuts
@thefierybot
@opensource_orgs
@newbie_codes
@iamanusmith
@mcolebrook
@ot_luk
@azoppello
@10words_io
@haikalpribadi

Top Tweeters in G8:
@thelifesway
@krcomet
@blainsmith
@tdinkar
@movingux
@micheldizaeh
@manishrjain
@dgraphlabs
@fireship_dev
@rajivk

Top Tweeters in G9:
@ethadvocate
@ruloriver
@matijanakani
@coinesper
@trevor_sande
@waham83708281
@jonathanbosh
@0xcryptoking
@crivalrie
@m00ksmd

Top Tweeters in G10:
@evankirstel
@venturebeat
@liberationtech
@teezeh
@autom8
@tweeterboy
@ayataanalytics
@datenoekonomie
@prashadventurer
@carlos_f_enguix