neo4j, Twitter, 12/8/2020 7:50:32 AM, 242892


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neo4j_2020-12-07_22-16-24.xlsx
neo4j_2020-12-07_22-16-24.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 08, 2020
Short Description:
neo4j via NodeXL https://bit.ly/37JRCO3
@neo4j
@hotnops
@m3g9tr0n
@xenoscr
@salhaj
@kgconference
@asynchio
@jimwebber
@epuujee
@bigdata_review

Top hashtags:
#neo4j
#graphdatabase
#graphdatabases
#datascience
#twin4j
#graphdatascience
#bigdata
#graph
#osw2020
#cypher

Description:
Description
The graph represents a network of 820 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, 08 December 2020 at 06:17 UTC.

The requested start date was Tuesday, 08 December 2020 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, 24-minute period from Tuesday, 24 November 2020 at 01:10 UTC to Tuesday, 08 December 2020 at 00:34 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 : 820
Unique Edges : 819
Edges With Duplicates : 1878
Total Edges : 2697
Number of Edge Types : 5
MentionsInRetweet : 923
Replies to : 168
Retweet : 548
Tweet : 318
Mentions : 740
Self-Loops : 328
Reciprocated Vertex Pair Ratio : 0.0797697368421053
Reciprocated Edge Ratio : 0.147753236862148
Connected Components : 117
Single-Vertex Connected Components : 74
Maximum Vertices in a Connected Component : 622
Maximum Edges in a Connected Component : 2458
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.59538
Graph Density : 0.00195509097948122
Modularity : 0.369239
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 820 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, 08 December 2020 at 06:17 UTC.

The requested start date was Tuesday, 08 December 2020 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, 24-minute period from Tuesday, 24 November 2020 at 01:10 UTC to Tuesday, 08 December 2020 at 00:34 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:
[22] http://Aclpwn.Py
[19] http://feedproxy.google.com/~r/PentestTools/~3/d4MkUiImWAg/aclpwnpy-active-directory-acl.html
[17] https://couponos.ooo/coupons/neo4j-graph-databases-with-cypher-game-of-thrones-edition/
[12] https://www.datasciencecentral.com/page/search?q=Practical+Apache+Spark+in+10+minutes
[10] https://graphaware.com/hume/2020/11/30/insightful-it-operations-with-hume.html
[10] https://neo4j.com/blog/visualizing-fraud-neo4j-grandstack/?ref=social-blog
[10] https://www.meetup.com/Neo4j-Online-Meetup/events/274496760
[9] https://github.com/gothinkster/realworld
[9] https://lyonwj.com/blog/election-night-dashboard-neo4j-charts-bloom-visualization
[9] https://github.com/ddsneo4j/Graph-Database

Top URLs in Tweet in G1:
[10] https://graphaware.com/hume/2020/11/30/insightful-it-operations-with-hume.html
[10] https://neo4j.com/blog/visualizing-fraud-neo4j-grandstack/?ref=social-blog
[7] https://app.livestorm.co/p/8c1752c6-42e6-4159-bc32-3f4930c7d2c5
[6] https://neo4j.com/blog/graphacademy-course-machine-learning-workflow-link-prediction/?ref=social-blog
[6] https://neo4j.com/blog/5-minute-interview-seyed-hossein-ahmadinejad/?ref=social-blog
[6] https://www.information-age.com/graph-technology-fuel-thats-missing-for-data-based-government-123492787/
[5] https://go.neo4j.com/WBR201203GDSLEmbeddingsGICGDSL_Registration.html
[5] https://neo4j.com/blog/new-certification-exam-neo4j-4-0/?ref=social-blog
[5] https://neo4j.com/blog/5-minute-interview-varun-bhandary/?ref=social-blog
[4] https://neo4j.com/blog/neo4j-bi-connector-many-use-cases/?ref=social-blog

Top URLs in Tweet in G2:
[6] https://lyonwj.com/blog/election-night-dashboard-neo4j-charts-bloom-visualization
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=242196
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=242211
[4] https://github.com/hotnops/COM_Mapper
[3] https://medium.com/neo4j/building-an-election-night-dashboard-with-neo4j-graph-apps-bloom-charts-and-neomap-6763f86a4a32
[2] https://towardsdatascience.com/why-you-should-store-your-survey-data-in-a-graph-database-beac1ae7958b?source=rss----7f60cf5620c9---4&utm_source=dlvr.it&utm_medium=twitter
[1] https://www.graphql-meetup.com/#/
[1] https://github.com/gothinkster/realworld
[1] https://neo4j.com/blog/this-week-in-neo4j-using-neo4j-4-2-with-cloudflare-workers-single-sign-on-for-neo4j-building-a-spotify-dashboard/?ref=twitter#features-1
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DlsGgFxGwHlw&q=EgS4SO-bGMm0vP4FIhkA8aeDSxToBvHre4_dfxd36banSCSEFhk6MgFy

Top URLs in Tweet in G3:
[4] http://Aclpwn.Py
[3] https://neo4j.com/graph-algorithms-book/?src=bookthanks
[3] https://www.reddit.com/r/netsec/comments/k4aash/bruteshark_version_v112_released_bruteshark_is/
[2] https://event.ospn.jp/osc2020-online-fukuoka/session/226881
[2] http://n.name
[2] https://github.com/odedshimon/BruteShark
[2] https://murphyshockeylaw.net/uncategorized/194779/gpu-database-market-2020-analysis-by-business-overview-key-regions-industry-projections-by-manufactureres-graphistry-nvidia-sqream-brytlyt-blazingdb-neo4j-jedox-zilliz-heterodb-kinetica/?utm_source=dlvr.it&utm_medium=twitter
[2] https://murphyshockeylaw.net/uncategorized/56892/open-source-database-software-market-a-latest-research-report-share-insights-and-dynamics-with-key-manufactureres-sqlite-redis-couchbase-neo4j-mariadb-titan-apache-hive-mysql-mongodb/?utm_source=dlvr.it&utm_medium=twitter
[2] https://hcnn.ht/uncategorized/371870/gpu-database-market-2020-industry-status-after-covid-19-growth-forecast-analysis-of-top-key-players-anaconda-sqream-heterodb-jedox-neo4j-kinetica-fuzzy-logix-blazegraph-zilliz-brytlyt-omn/?utm_source=dlvr.it&utm_medium=twitter
[2] https://neo4j.com/blog/the-neo4j-bi-connector-how-it-works/?ref=social-team&utm_source=GaggleAMP-Neo4j&utm_medium=Twitter%20(GaggleAMP)&utm_campaign=none%20(GaggleAMP)&utm_content=the-neo4j-bi-connector-how-it-works-neo4j-graph-database-plat-2792439

Top URLs in Tweet in G4:
[3] https://community.neo4j.com/
[3] https://neo4j.com/docs/cypher-manual/current/syntax/maps/#cypher-map-projection-examples
[3] https://medium.com/neo4j/querying-neo4j-from-microsoft-excel-for-macos-via-odbc-using-cypher-b9308c03aad5
[2] https://sandbox.neo4j.com/
[2] https://github.com/michael-simons/neo4j-from-the-jvm-ecosystem/commit/471707407a2546cd6b3afdadcc7bf61ca2602e0f#diff-fb978e64e786e85464ba93f1e311303ced73654527138448ac96cb5ef16ce0a0R32
[1] https://db-engines.com/en/ranking/graph+dbms
[1] https://neo4j.com/developer
[1] https://neo4j.com/use-cases/
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DVbo0F3BLa7M&q=EgS4SO-bGNC0vP4FIhkA8aeDS23Q7SlnyLs4CXllwPl6seMz2NaNMgFy
[1] https://github.com/jexp/fincen

Top URLs in Tweet in G5:
[4] https://neo4j.com/blog/understanding-graphs-and-graph-data-science/?ref=social-team&utm_source=GaggleAMP-Neo4j&utm_medium=Twitter%20(GaggleAMP)&utm_campaign=none%20(GaggleAMP)&utm_content=understanding-graphs-and-graph-data-science-httpgaggl8sjisz-2777627
[2] https://twitter.com/neo4j/status/1331900647394914304
[2] https://neo4j.com/blog/new-certification-exam-neo4j-4-0/?ref=social-team&utm_source=GaggleAMP-Neo4j&utm_medium=Twitter%20(GaggleAMP)&utm_campaign=Blog%20(GaggleAMP)&utm_content=new-certification-exam-available-neo4j-40-certification-http-2794212
[2] https://neo4j.com/blog/neo4j-bi-connector-introduction/?ref=social-team&utm_source=GaggleAMP-Neo4j&utm_medium=Twitter%20(GaggleAMP)&utm_campaign=none%20(GaggleAMP)&utm_content=the-neo4j-bi-connector-introduction-httpgagglzqdnce-2772448
[2] https://go.neo4j.com/de-201209-neo4j-live-demo-supply-chain.html?ref=social-event&utm_source=GaggleAMP-Neo4j&utm_medium=Twitter%20(GaggleAMP)&utm_campaign=none%20(GaggleAMP)&utm_content=neo4j-the-leader-in-graph-databases-httpgaggltxzuhe-2777631
[2] https://neo4j.com/blog/introducing-neo4j-4-2/?ref=social-team&utm_source=GaggleAMP-Neo4j&utm_medium=Twitter%20(GaggleAMP)&utm_campaign=none%20(GaggleAMP)&utm_content=introducing-neo4j-42-httpgaggluqwqsb-2772451
[2] https://neo4j.com/blog/announcing-spring-data-neo4j-6-0/?ref=social-team&utm_source=GaggleAMP-Neo4j&utm_medium=Twitter%20(GaggleAMP)&utm_campaign=none%20(GaggleAMP)&utm_content=announcing-spring-data-neo4j-60-httpgagglkpnupq-2777617
[2] https://neo4j.com/blog/graphacademy-course-machine-learning-workflow-link-prediction/?ref=social-team&utm_source=GaggleAMP-Neo4j&utm_medium=Twitter%20(GaggleAMP)&utm_campaign=none%20(GaggleAMP)&utm_content=updated-graphacademy-course-using-a-machine-learning-workflow-f-2787734
[2] https://neo4j.com/whitepapers/forrester-wave-graph-data-platforms/?ref=social-camp&utm_source=GaggleAMP-Neo4j&utm_medium=Twitter%20(GaggleAMP)&utm_campaign=none%20(GaggleAMP)&utm_content=the-forrester-wave-graph-data-platforms-neo4j-httpgaggln-2791325
[2] https://neo4j.com/blog/visualizing-fraud-neo4j-grandstack/?ref=social-team&utm_source=GaggleAMP-Neo4j&utm_medium=Twitter%20(GaggleAMP)&utm_campaign=none%20(GaggleAMP)&utm_content=visualizing-fraud-with-neo4j-and-grandstack-httpgaggljikonu-2792445

Top URLs in Tweet in G6:
[16] http://Aclpwn.Py
[16] http://feedproxy.google.com/~r/PentestTools/~3/d4MkUiImWAg/aclpwnpy-active-directory-acl.html
[2] http://feedproxy.google.com/~r/PentestTools/~3/yr7El3AtACY/iotmap-research-project-on.html
[1] https://github.com/SadProcessor/CypherDog
[1] https://github.com/xenoscr/SessionHound
[1] https://github.com/hotnops/COM_Mapper
[1] https://github.com/odedshimon/BruteShark

Top URLs in Tweet in G7:
[6] https://github.com/gothinkster/realworld
[6] https://formation.hackyourjob.com/catalogue/hackyourtraining-christmas-2020/base-de-donnees-graphes-neo4j.html
[4] https://www.meetup.com/Paris-Hackergarten/events/drzfbsybcpbgc/
[1] https://www.meetup.com/Neo4j-Online-Meetup/events/275043838
[1] https://www.meetup.com/Neo4j-Online-Meetup/events/274794112/
[1] https://twitter.com/fbiville/status/1331367162922082304
[1] https://www.meetup.com/Neo4j-Online-Meetup/events/274926970/
[1] https://twitter.com/fbiville/status/1333857410772037637
[1] https://twitter.com/fbiville/status/1333864190398902275
[1] https://neo4j.com/blog/this-week-in-neo4j-using-neo4j-4-2-with-cloudflare-workers-single-sign-on-for-neo4j-building-a-spotify-dashboard/?ref=twitter#features-1

Top URLs in Tweet in G8:
[11] https://www.datasciencecentral.com/page/search?q=Practical+Apache+Spark+in+10+minutes
[2] https://www.bigdata-insider.de/neo4j-ergaenzt-connector-for-apache-spark-a-979637/
[2] https://biplatform.nl/nieuws/2448462/neoj-kondigt-graph-machine-learning-aan.html#.X8zwefd5yrM.hootsuite
[1] https://www.it-finanzmagazin.de/graph-algorithmen-ml-vorhersagen-treffen-115477/
[1] https://www.reddit.com/r/datascience/comments/k806m6/r_how_can_i_generate_fake_data_for_fraude/
[1] https://tweetedtimes.com/v/1653?s=tnp
[1] https://crowintelligence.org/2020/07/08/using-knowledge-graphs-to-predict-customer-needs-improve-product-quality-and-save-costs/?utm_campaign=using-knowledge-graphs-to-predict-customer-needs-improve-product-quality-and-save-costs&utm_medium=social_link&utm_source=missinglettr-twitter
[1] https://www.linkedin.com/slink?code=gzbRtWV
[1] https://www.linkedin.com/slink?code=gzmApNj
[1] https://neo4j.com/blog/graphacademy-course-machine-learning-workflow-link-prediction/?ref=social-team&utm_source=GaggleAMP-Neo4j&utm_medium=LinkedIn%20(GaggleAMP)&utm_campaign=none%20(GaggleAMP)&utm_content=updated-graphacademy-course-using-a-machine-learning-workflow-f-2787731

Top URLs in Tweet in G9:
[16] https://couponos.ooo/coupons/neo4j-graph-databases-with-cypher-game-of-thrones-edition/
[10] https://www.meetup.com/Neo4j-Online-Meetup/events/274496760

Top URLs in Tweet in G10:
[3] https://www.knowledgeconnexions.world/tickets/
[1] https://www.prnewswire.com/news-releases/neo4j-named-a-leader-in-graph-data-platforms-by-independent-research-firm-301173721.html

Top Domains
Top Domains in Tweet in Entire Graph:
[268] neo4j.com
[46] github.com
[42] twitter.com
[37] meetup.com
[34] google.com
[25] medium.com
[22] aclpwn.py
[17] couponos.ooo
[12] lyonwj.com
[12] linkedin.com

Top Domains in Tweet in G1:
[183] neo4j.com
[12] meetup.com
[11] medium.com
[10] twitter.com
[10] graphaware.com
[7] livestorm.co
[7] stackoverflow.com
[6] information-age.com
[5] twitch.tv
[4] eventbrite.com

Top Domains in Tweet in G2:
[9] nodexlgraphgallery.org
[8] lyonwj.com
[5] github.com
[5] neo4j.com
[5] medium.com
[3] google.com
[2] bruggen.com
[2] twitter.com
[2] linkedin.com
[2] towardsdatascience.com

Top Domains in Tweet in G3:
[26] neo4j.com
[11] github.com
[5] twitter.com
[5] google.com
[4] aclpwn.py
[4] murphyshockeylaw.net
[3] reddit.com
[3] medium.com
[3] kitploit.com
[2] heteml.jp

Top Domains in Tweet in G4:
[13] neo4j.com
[8] twitter.com
[6] github.com
[5] medium.com
[2] youtube.com
[1] db-engines.com
[1] google.com
[1] neo4jlabs.com
[1] twitch.tv
[1] michael-simons.eu

Top Domains in Tweet in G5:
[34] neo4j.com
[7] twitter.com
[1] shinyapps.io
[1] co.jp
[1] medium.com
[1] exeley.com

Top Domains in Tweet in G6:
[18] google.com
[16] aclpwn.py
[4] github.com

Top Domains in Tweet in G7:
[7] meetup.com
[6] github.com
[6] hackyourjob.com
[4] twitter.com
[3] neo4j.com
[1] stackoverflow.com
[1] infoworld.com
[1] graphfoundation.org
[1] igovsol.com

Top Domains in Tweet in G8:
[11] datasciencecentral.com
[2] bigdata-insider.de
[2] biplatform.nl
[2] linkedin.com
[1] it-finanzmagazin.de
[1] reddit.com
[1] tweetedtimes.com
[1] crowintelligence.org
[1] neo4j.com

Top Domains in Tweet in G9:
[16] couponos.ooo
[10] meetup.com

Top Domains in Tweet in G10:
[3] knowledgeconnexions.world
[1] prnewswire.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[320] neo4j
[77] graphdatabase
[48] graphdatabases
[39] datascience
[35] twin4j
[34] graphdatascience
[31] bigdata
[29] graph
[26] osw2020
[24] cypher



Top Hashtags in Tweet in G1:
[157] neo4j
[52] graphdatabase
[40] graphdatabases
[28] graphdatascience
[26] twin4j
[19] graphtechnology
[16] datascience
[15] nodes2020
[14] cypher
[14] grandstack

Top Hashtags in Tweet in G2:
[13] neo4j
[6] datascience
[5] graphdatabase
[5] nosql
[4] database
[3] graphql
[3] twin4j
[3] graphdatabases
[3] machinelearning
[2] grandstack

Top Hashtags in Tweet in G3:
[28] neo4j
[9] connecteddata
[7] graphdatabase
[4] activedirectory
[3] aclpwnpy
[3] bloodhound
[3] ntlm
[2] multidatabase
[2] oss_info
[2] opensource

Top Hashtags in Tweet in G4:
[35] neo4j
[26] osw2020
[14] larus
[8] opensourceweek
[6] graph
[6] neo4jlabs
[6] workshop
[6] graphdatabase
[5] graalvm
[5] cto

Top Hashtags in Tweet in G5:
[11] neo4j
[3] arxiv
[3] nlp
[3] graph
[3] datascience
[1] supplychain
[1] graphdataplatform
[1] opensourceweek
[1] graphdatascience
[1] graphalgorithms

Top Hashtags in Tweet in G6:
[16] aclpwn
[3] neo4j
[2] iotmap
[2] requirements
[1] activedirectory
[1] bloodhound
[1] ntlm
[1] sniffing

Top Hashtags in Tweet in G7:
[8] neo4j
[7] golang
[7] hackyourtrainingxsmas
[6] formation
[3] gogm
[3] php
[1] twin4j
[1] continuousdelivery
[1] dbaas
[1] graphql

Top Hashtags in Tweet in G8:
[12] apachespark
[12] bigdata
[11] abdsc
[11] datascience
[11] ai
[6] neo4j
[4] machinelearning
[3] ml
[2] graphdatabase
[1] graphanalytics

Top Hashtags in Tweet in G9:
[26] neo4j
[16] bigdata
[12] blazor
[2] nodes2020
[2] csharp
[1] analytics
[1] datascience
[1] ai
[1] machinelearning
[1] iot

Top Hashtags in Tweet in G10:
[7] knowcon2020
[2] kg
[1] knowledgegraphs
[1] kgs
[1] semantictech

Top Words
Top Words in Tweet in Entire Graph:
[917] neo4j
[323] graph
[315] #neo4j
[249] data
[100] database
[89] using
[82] blog
[77] #graphdatabase
[76] databases
[73] course

Top Words in Tweet in G1:
[347] neo4j
[160] graph
[157] #neo4j
[96] data
[52] #graphdatabase
[46] blog
[40] #graphdatabases
[37] free
[37] using
[37] databases

Top Words in Tweet in G2:
[66] neo4j
[24] lyonwj
[19] graph
[16] data
[13] #neo4j
[13] blog
[12] election
[10] using
[10] night
[9] building

Top Words in Tweet in G3:
[65] neo4j
[28] #neo4j
[28] ãƒ
[21] graph
[11] bruteshark
[11] database
[10] data
[9] #connecteddata
[8] 2020
[8] algorithms

Top Words in Tweet in G4:
[116] neo4j
[31] #neo4j
[30] data
[29] agilelarus
[22] #osw2020
[18] mesirii
[16] live
[15] nostro
[14] using
[14] graph

Top Words in Tweet in G5:
[53] neo4j
[50] data
[28] jimwebber
[26] conservatives
[25] graph
[23] big
[22] sophie_e_hill's
[22] app
[21] fan
[21] little

Top Words in Tweet in G6:
[22] bruteshark
[19] neo4j
[18] bloodhound
[16] kitploit
[16] active
[16] directory
[16] acl
[16] exploitation
[16] #aclpwn
[16] py

Top Words in Tweet in G7:
[51] neo4j
[27] fbiville
[12] par
[11] join
[9] utc
[8] #neo4j
[7] #golang
[7] driver
[7] 10
[7] #hackyourtrainingxsmas

Top Words in Tweet in G8:
[29] neo4j
[14] yes
[13] using
[12] #apachespark
[12] machine
[12] learning
[12] #bigdata
[11] graph
[11] basics
[11] quick

Top Words in Tweet in G9:
[26] #neo4j
[26] graph
[18] neo4j
[16] best
[16] course
[16] udemy
[16] 2021
[16] databases
[16] game
[16] thrones

Top Words in Tweet in G10:
[9] kgconference
[8] thanks
[8] sponsors
[8] neo4j
[7] #knowcon2020
[7] ontotext
[7] join
[6] workshop
[5] datadotworld
[5] timbr_ai

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[64] graph,data
[63] graph,databases
[57] graph,database
[43] data,science
[40] machine,learning
[37] neo4j,graph
[33] spring,data
[33] data,neo4j
[31] neo4j,visualizing
[27] elaine,rosenberg

Top Word Pairs in Tweet in G1:
[36] graph,databases
[33] graph,data
[25] graph,database
[20] #neo4j,#graphdatabase
[19] machine,learning
[19] week's,#twin4j
[19] latest,blog
[18] elaine,rosenberg
[17] certified,neo4j
[17] neo4j,today

Top Word Pairs in Tweet in G2:
[10] election,night
[8] nodexl,neo4j
[6] graph,database
[5] blog,building
[5] building,election
[5] night,dashboard
[5] dashboard,neo4j
[5] neo4j,graph
[5] graph,apps
[5] apps,bloom

Top Word Pairs in Tweet in G3:
[19] ãƒ,ãƒ
[9] #neo4j,#connecteddata
[6] graph,data
[6] php,client
[5] graph,algorithms
[5] bruteshark,version
[5] version,v1
[5] v1,released
[5] released,bruteshark
[5] bruteshark,compatible

Top Word Pairs in Tweet in G4:
[9] agilelarus,#osw2020
[9] michele,lupo
[8] data,neo4j
[8] agilelarus,live
[8] speciale,prodotto
[8] data,engineer
[7] andrea,santurbano
[7] santurbano,santand84
[7] live,#opensourceweek
[7] #opensourceweek,neo4j

Top Word Pairs in Tweet in G5:
[21] big,fan
[21] fan,sophie_e_hill's
[21] sophie_e_hill's,little
[21] little,crony
[21] crony,app
[21] app,data
[21] data,set
[21] set,visualisation
[21] visualisation,cronyism
[21] cronyism,conservatives

Top Word Pairs in Tweet in G6:
[16] active,directory
[16] directory,acl
[16] acl,exploitation
[16] exploitation,bloodhound
[16] bloodhound,#aclpwn
[16] #aclpwn,py
[15] kitploit,active
[15] py,#activedirecto
[11] bruteshark,version
[11] version,v1

Top Word Pairs in Tweet in G7:
[12] par,fbiville
[6] 30pm,utc
[6] neo4j,par
[6] fbiville,10
[6] 10,11
[6] 11,14
[6] 14,15
[6] 15,décembre
[6] décembre,#hackyourtrainingxsmas
[6] dernier,jour

Top Word Pairs in Tweet in G8:
[12] machine,learning
[11] #apachespark,basics
[11] basics,quick
[11] quick,10
[11] 10,minute
[11] minute,tutorials
[11] tutorials,#abdsc
[11] #abdsc,#bigdata
[11] #bigdata,#datascience
[11] #datascience,#ai

Top Word Pairs in Tweet in G9:
[16] best,#neo4j
[16] #neo4j,course
[16] course,udemy
[16] udemy,neo4j
[16] neo4j,2021
[16] 2021,graph
[16] graph,databases
[16] databases,game
[16] game,thrones
[16] thrones,edition

Top Word Pairs in Tweet in G10:
[5] let's,welcome
[5] welcome,amyhodler
[5] amyhodler,join
[5] join,panelist
[5] panelist,next
[5] next,workshop
[5] workshop,ai
[5] ai,knowledge
[5] knowledge,match
[5] match,made

Top Replied-To
Top Replied-To in Entire Graph:
@neo4j
@ldziedziul
@jimwebber
@fbiville
@ggdaniel
@denicmarko
@lizardorman
@lyonwj
@mesirii
@mdavidallen

Top Replied-To in G1:
@ldziedziul
@neo4j
@techmantalking
@rjelsinga
@ikwattro
@canbax18
@graph_aware
@luannem
@mdavidallen

Top Replied-To in G2:
@lyonwj
@neo4j
@jamie_gaskins
@_0131310
@yushuliu_real
@rvanbruggen
@larrymickie
@happydragos
@bikedataproject

Top Replied-To in G4:
@lizardorman
@mdavidallen
@mesirii
@nsmith_piano
@bootleggirl
@ggdaniel
@pedronauck
@icijorg
@stephenaramsey
@spedley1

Top Replied-To in G5:
@jimwebber
@urbanclio
@sophie_e_hill
@kev
@alterisian
@neo4j
@bostonsci
@kaynairv

Top Replied-To in G7:
@fbiville
@fsmontenegro
@diniscruz
@casetalk_dev
@afuturemodern
@neo4j
@rjelsinga

Top Mentioned
Top Mentioned in Entire Graph:
@neo4j
@lyonwj
@fbiville
@agilelarus
@sophie_e_hill
@jimwebber
@conservatives
@tryhume
@amyhodler
@mesirii

Top Mentioned in G1:
@neo4j
@tryhume
@ellazal
@cambridgeintel
@lyonwj
@cjlmiles
@amyhodler
@mdavidallen
@luannem
@twitch

Top Mentioned in G2:
@neo4j
@lyonwj
@redislabs
@mongodb
@salhaj
@hotnops
@emileifrem
@mysql
@elastic
@dynamodb

Top Mentioned in G3:
@acooedi

Top Mentioned in G4:
@neo4j
@agilelarus
@mesirii
@santand84
@rios_opensource
@adamcowley
@meistermeier
@utnaf
@albertodela80
@jbangdev

Top Mentioned in G5:
@neo4j
@sophie_e_hill
@conservatives
@jimwebber
@xxandreww
@urbanclio
@lynxkite
@tdat
@amyhodler
@markhneedham

Top Mentioned in G6:
@kitploit
@_r_netsec
@xenoscr
@sadprocessor
@hotnops

Top Mentioned in G7:
@neo4j
@fbiville
@hackyrjob
@hackyrtraining
@erictg97
@asfmavenproject
@hckrgartenparis
@diniscruz
@neo4jcommunityq
@lyonwj

Top Mentioned in G8:
@neo4j
@kirkdborne
@aaranged
@neo4jde
@bigdata_insider
@david_analytics
@crowintelligen1
@itfinanzmagazin
@dataaugmented
@biplatform

Top Mentioned in G9:
@newcoupon2
@mwherman2000
@aspnetcore_news
@blazor_web
@neo4j
@aspnet
@dotnetkicks
@shahedc
@azureweekly
@aspnetcoredev

Top Mentioned in G10:
@kgconference
@ontotext
@neo4j
@datadotworld
@timbr_ai
@amyhodler
@stardoghq
@semwebcompany
@flureepbc
@metaphacts

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@cybersec_feeds
@femtech_
@allchanges
@bootleggirl
@naka_aki_spl
@db_bahn
@codegnuts
@llnuxbot
@pekkapuhakka

Top Tweeters in G1:
@cybersec_feeds
@thedeveloperbot
@dataaugmented
@stackdevjobs
@sosmcwin
@hubofml
@digitaldecoded1
@zdnet
@acertijo
@mvargasgarro

Top Tweeters in G2:
@fmfrancoise
@salhaj
@trendsinai
@nvsdata
@tiagoooliveira
@ronald_vanloon
@discovertech3
@kdnuggets
@comatose_d
@gp_pulipaka

Top Tweeters in G3:
@call_user_func
@semihito
@itcontractsjobs
@hardreboot
@peaceful1979
@secrecon
@javacodegeeks
@fa
@jotamaggi
@springoverflow

Top Tweeters in G4:
@bootleggirl
@db_bahn
@buzzfeednews
@microsoftrtweet
@luismollegas
@rotnroll666
@kidehen
@real_person_dh
@lizardorman
@juanantoniobm

Top Tweeters in G5:
@allchanges
@epuujee
@wootube
@johnkaster
@cmharle
@sammimckean
@marion94862795
@alterisian
@gop
@hsps1shamac

Top Tweeters in G6:
@a_m_m_7_7
@securityblog
@cybe_rpunkfixer
@cybersecurityzz
@fragmentedsoul5
@_black_traffic_
@douglasmun
@m3g9tr0n
@kmkz_security
@ntoomesense

Top Tweeters in G7:
@aheritier
@php_synopsis
@aalmiray
@brunorommens
@juha_remes
@fbiville
@diniscruz
@afuturemodern
@bsideup
@ouarzy

Top Tweeters in G8:
@chidambara09
@pekkapuhakka
@ml_tweet_bot
@kirkdborne
@thomashilbig2
@rahul_rpandya
@the404code
@domhalps
@robtiffany
@pbucquet

Top Tweeters in G9:
@codegnuts
@llnuxbot
@nlognbot
@serverlessfan
@friday_js_bot
@thecuriousluke
@thesecretjunio1
@quasagroup
@jimlynchcodes
@dotnetkicks

Top Tweeters in G10:
@pacoid
@oracle
@nathanbenaich
@kiryakov_ak
@ontotext
@giuseppe_futia
@semwebcompany
@datadotworld
@iaugenstein
@katsi111


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