#oow19, Twitter, 9/17/2019 10:03:18 PM, 210084


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#oow19_2019-09-17_12-28-54.xlsx
#oow19_2019-09-17_12-28-54.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
September 17, 2019
Short Description:
#oow19 via NodeXL http://bit.ly/31Bw81K
@oracle
@oracleopenworld
@oraclecloud
@rwang0
@infosysevents
@falsaif
@oracledatabase
@oracle_me
@oraclecodeone
@quinnypig

Top hashtags:
#oow19
#cloud
#oracle
#codeone
#oracleopenworld
#ai
#oraclecloud
#thinkautonomous
#oow

Description:
Description
The graph represents a network of 5,789 Twitter users whose recent tweets contained "#oow19", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Tuesday, 17 September 2019 at 20:08 UTC.

The tweets in the network were tweeted over the 7-day, 20-hour, 10-minute period from Monday, 09 September 2019 at 23:18 UTC to Tuesday, 17 September 2019 at 19:28 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 : 5789
Unique Edges : 16260
Edges With Duplicates : 20165
Total Edges : 36425
Self-Loops : 3944
Reciprocated Vertex Pair Ratio : 0.0455741935483871
Reciprocated Edge Ratio : 0.0871754368644486
Connected Components : 462
Single-Vertex Connected Components : 398
Maximum Vertices in a Connected Component : 5227
Maximum Edges in a Connected Component : 35554
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.337277
Graph Density : 0.00060459492140266
Modularity : 0.351533
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[89] https://www.latamready.com
[63] https://www.oracle.com/corporate/pressrelease/oow19-oracle-autonomous-linux-091619.html
[40] https://events.rainfocus.com/widget/oracle/oow19/catalogow19?
[39] http://suiteconnect.netsuite.com/
[30] https://www.pscp.tv/w/cE-4zzE0ODgwMTB8MWRSS1pMb1BwYXdKQrYHF7klLQcpL1ZBobLpiDKQVuKrc5vIKC_AC_pOnk21
[26] https://www.oracle.com/openworld/
[26] https://www2.deloitte.com/global/en/pages/technology/events/oracle-openworld.html
[24] https://www.pscp.tv/w/cE_IXDE0ODgwMTB8MUJSSmpxZEVXZ2RHd28D87Ihl9N6VqZzhOYjVOhe0rnr6SP-6w2_ZVTeWzeR
[24] https://www.pscp.tv/w/cE-6KTE0ODgwMTB8MU1uR25FQUxPQmpLT4eEKj8gpuYC-Fc91XKIkm1AOTSMDq9Z12wuo6xxRuV0
[22] https://www.oracle.com/corporate/pressrelease/oow19-oracle-cloud-accelerates-global-expansion-091619.html

Top URLs in Tweet in G1:
[30] https://events.rainfocus.com/widget/oracle/oow19/catalogow19?
[18] https://www.oracle.com/corporate/pressrelease/oow19-oracle-autonomous-linux-091619.html
[16] https://events.rainfocus.com/widget/oracle/oow19/catalogow19?search.productsandsolutionsaz=1549411796393004mQ5N
[14] https://searchoracle.techtarget.com/news/252470532/The-roots-of-Oracles-cloud-evolution-A-20-year-review
[13] https://searchbusinessanalytics.techtarget.com/news/252470699/Oracle-BI-platform-on-the-comeback-trail
[11] https://www.constellationr.com/blog-news/creating-modern-digital-workplace-and-employee-experience
[11] https://redthread.sjc1.qualtrics.com/jfe/form/SV_ezxWNcjO62wCeax
[10] https://twitter.com/Oracle/status/1173474050137444352
[10] http://s.ravenpeerreview.com/s3/ee0ad8b07d58
[8] https://sloanreview.mit.edu/article/three-people-centered-design-principles-for-deep-learning/

Top URLs in Tweet in G2:
[21] https://www.oracle.com/corporate/pressrelease/oow19-oracle-autonomous-linux-091619.html
[13] https://events.rainfocus.com/widget/oracle/oow19/1562697483097001UTqx
[13] https://www.itconvergence.com/
[12] https://go.oracle.com/LP=78019?elqCampaignId=179851
[10] https://events.rainfocus.com/widget/oracle/oow19/catalogow19?
[10] https://link.medium.com/EFWKMv9G2Z
[8] https://www.pscp.tv/w/cE_jKzFQbUtxZ2RCcGd4RW98MWdxR3ZnbWJ3amFKQrjRlWFmnDYdY3aYTMFPcmEF8NaQavCIU_PV0HbT1rTx
[7] https://www.facebook.com/events/2464419823596577/
[7] https://hackaday.com/2019/09/10/why-ada-is-the-language-you-want-to-be-programming-your-systems-with/
[7] https://twitter.com/oracleopenworld/status/1173265468481855489

Top URLs in Tweet in G3:
[79] https://www.latamready.com
[29] http://suiteconnect.netsuite.com/
[28] https://www.pscp.tv/w/cE-4zzE0ODgwMTB8MWRSS1pMb1BwYXdKQrYHF7klLQcpL1ZBobLpiDKQVuKrc5vIKC_AC_pOnk21
[25] https://www2.deloitte.com/global/en/pages/technology/events/oracle-openworld.html
[24] https://www.pscp.tv/w/cE_IXDE0ODgwMTB8MUJSSmpxZEVXZ2RHd28D87Ihl9N6VqZzhOYjVOhe0rnr6SP-6w2_ZVTeWzeR
[23] https://www.pscp.tv/w/cE-6KTE0ODgwMTB8MU1uR25FQUxPQmpLT4eEKj8gpuYC-Fc91XKIkm1AOTSMDq9Z12wuo6xxRuV0
[20] https://www.oracle.com/corporate/pressrelease/oow19-oracle-cloud-accelerates-global-expansion-091619.html
[19] https://www.oracle.com/corporate/pressrelease/oow19-oracle-autonomous-linux-091619.html
[14] https://www.dellemc.com/resources/en-us/asset/brochures/products/data-protection/top-reasons-powerprotect-and-oracle.pdf
[13] http://continube.com

Top URLs in Tweet in G4:
[21] https://blog.equinix.com/blog/2019/09/03/join-equinix-at-oracle-openworld-2019/
[5] https://www.oracle.com/openworld/
[5] https://www.oracle.com/openworld/live/
[5] https://twitter.com/spoonen/status/1173756343649366016
[5] https://t.co/3PNFcYTg1u
[4] https://www.datacenterknowledge.com/oracle/oracle-and-vmware-partner-hybrid-cloud
[4] https://www.accenture.com/us-en/about/events/oracle-openworld?c=acn_glb_oracleopenworldtwitter_11033863&n=smc_0919&linkId=100000007989766
[3] https://www.oracle.com/support/advanced-customer-services/openworld-2019.html
[3] https://www.linkedin.com/company/1028/admin/
[3] https://events.rainfocus.com/widget/oracle/oow19/catalogow19?search=PRO4944

Top URLs in Tweet in G5:
[10] http://suiteconnect.netsuite.com/
[10] https://www.latamready.com
[7] https://www.fortinet.com/blog/business-and-technology/fortinet-talks-cloud-security-oracle-openworld-2019.html
[6] https://www.qsoftware.com/event/oracleopenworld2019/?utm_source=Twitter&utm_medium=social&utm_campaign=OOW19
[4] http://www.cvent.com/api/email/dispatch/v1/email/view/p2-y4qk9j7nnqhl4w-qx47948p-avv-kkdj?view=html
[3] https://eprentise.simplybook.me/sheduler/manage/event/8
[3] https://www.fortinet.com/blog/business-and-technology/fortinet-oracle-security-alliance.html
[3] https://goo.gl/TJjYRY
[2] https://events.rainfocus.com/widget/oracle/oow19/1562873144787001GeNG
[2] https://events.rainfocus.com/widget/oracle/oow19/catalogow19?search=con2208

Top URLs in Tweet in G6:
[4] https://twitter.com/oracleopenworld/status/1174003883309293568
[2] https://twitter.com/jbrodley/status/1173694444119265280
[1] https://www.oracle.com/us/education/eblasts/seo100820599-oow-test-fest-2019-us.html
[1] https://twitter.com/quinnypig/status/1173295030158516224
[1] https://twitter.com/c_martin2/status/1173719139267088385
[1] https://twitter.com/jbrodley/status/1173748524472684544
[1] https://krebsonsecurity.com/2016/08/data-breach-at-oracles-micros-point-of-sale-division/
[1] https://www.oracle.com/corporate/pressrelease/oow19-oracle-free-tier-091619.html
[1] https://twitter.com/co_sol/status/1173751550285471744
[1] https://twitter.com/spoonen/status/1173756343649366016

Top URLs in Tweet in G7:
[8] https://www.infosys.com/newsroom/events/Pages/oracle-openworld2019.aspx?soc=smo_tw_OOW19_Announcement_Brand_Link_43705_c64f9ea7b14b8226dca2c4f9e98a4819_tw168402_lq
[8] https://www.pwc.com/us/en/services/alliances/oracle-implementation/events/oracle-open-world.html?WT.mc_id=CT1-PL52-DM2-TR1-LS2-ND30-TTA9-CN_OracleOpenWorld2019-&eq=CT1-PL52-DM2-CN_OracleOpenWorld2019
[6] https://www.pwc.com/us/en/services/alliances/oracle-implementation/events/oracle-open-world.html
[4] https://www.pwc.com/us/en/services/alliances/oracle-implementation/events/oracle-open-world.html?WT.mc_id=CT1-PL52-DM1-TR1-LS2-ND30-TTA9-CN_OracleOpenWorld2019-&eq=CT1-PL52-DM1-CN_OracleOpenWorld2019
[4] http://www.cvent.com/api/email/dispatch/v1/email/view/p2-q46lz8vb6qsn4m-bj48p4rx-avv-kkdj?view=html
[4] http://go.incorta.com/2019.09.16-Incorta-at-Oracle-Open-World-LP.html?utm_medium=social-free&utm_source=twitter&utm_term=na&utm_content=na&utm_campaign=2019-09-16-oracle-open-world-sf
[4] https://www.hcltech.com/events/hcl-technologies-oracle-openworld-2019
[3] https://www.infosys.com/newsroom/events/Pages/oracle-openworld2019.aspx?soc=smo_tw_OOW19_Announcement_Oracle_Link-Image_43721_c64f9ea7b14b8226dca2c4f9e98a4819_tw1684334_lq
[3] http://www.cvent.com/api/email/dispatch/v1/email/view/p2-y4qk9j7nnqhl4w-qx47948p-avv-kkdj?view=html
[3] https://www.accenture.com/us-en/about/events/oracle-openworld?c=acn_glb_oracleopenworldtwitter_11033863&n=smc_0919&linkId=100000007989766

Top URLs in Tweet in G9:
[3] https://twitter.com/oracleopenworld/status/1173755859484045314
[1] https://www.meetup.com/bayazure/events/264002116
[1] https://www.linkedin.com/slink?code=gMeT7TB
[1] https://twitter.com/edburns/status/1172574751593615361
[1] https://www.meetup.com/ja-JP/bayazure/events/264002116/
[1] https://www.oracle.com/corporate/pressrelease/oow19-oracle-autonomous-linux-091619.html
[1] https://twitter.com/oraclenews/status/1173759596025958400
[1] https://twitter.com/oracleopenworld/status/1169247865018843136
[1] https://dy.si/T8Mn4
[1] https://www.linkedin.com/slink?code=eptFhmq

Top URLs in Tweet in G10:
[10] https://www.redhat.com/en/events/red-hat-oracle-openworld-and-codeone-2019
[4] https://www.pscp.tv/w/cE_v6jMxODYzMjJ8MXlvSk16UUJCV294UXN0eAQo8K6AzDH6OQo3nwrVzOTD8RZ96KJXvma3npcW
[1] https://www.redhat.com/en/resources/nxp-semiconductors-customer-case-study?sc_cid=701f2000000tyBjAAI
[1] https://www.redhat.com/es/blog/Red-Hat-Customer-Portal-Named-One-of-Ten-Best-Web-Support-Sites-for-Second-Consecutive-Year
[1] https://outfit-v2-exports-production.s3.ap-southeast-2.amazonaws.com/exports/attachments/000/689/374/original/latest_jeodonne@redhat.com_-_AWS_ReInvent_Theater_Schedule.pdf?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=AKIAIZ6K5DPA232M7RJA/20190916/ap-southeast-2/s3/aws4_request&X-Amz-Date=20190916T190402Z&X-Amz-Expires=3600&X-Amz-SignedHeaders=host&X-Amz-Signature=ef71b993936386050265af2262dd23f0859982b20eea18c36c7fcb8d0db812ad
[1] https://www.redhat.com/en/success-stories/intermountain-healthcare?sc_cid=701f2000000tyBjAAI
[1] http://www.oracle.com/startup
[1] https://www.oracle.com/openworld
[1] http://tweetedtimes.com/OpenTechSource

Top Domains
Top Domains in Tweet in Entire Graph:
[1304] dy.si
[724] twitter.com
[623] oracle.com
[468] rainfocus.com
[258] linkedin.com
[166] sociabble.com
[143] pscp.tv
[89] latamready.com
[74] youtube.com
[67] cognizant.com

Top Domains in Tweet in G1:
[336] dy.si
[267] twitter.com
[156] oracle.com
[115] rainfocus.com
[71] linkedin.com
[36] techtarget.com
[31] constellationr.com
[16] bit.ly
[16] youtube.com
[12] ibm.com

Top Domains in Tweet in G2:
[409] dy.si
[239] rainfocus.com
[224] oracle.com
[188] twitter.com
[53] linkedin.com
[40] pscp.tv
[36] itconvergence.com
[21] youtube.com
[14] innovative-trends.de
[11] blogspot.com

Top Domains in Tweet in G3:
[154] dy.si
[98] oracle.com
[86] pscp.tv
[82] twitter.com
[79] latamready.com
[43] rainfocus.com
[31] linkedin.com
[29] netsuite.com
[26] deloitte.com
[24] hitachiconsulting.com

Top Domains in Tweet in G4:
[148] dy.si
[50] oracle.com
[32] twitter.com
[21] equinix.com
[14] hitachiconsulting.com
[12] rainfocus.com
[11] linkedin.com
[9] t.co
[6] datacenterknowledge.com
[5] birlasoft.com

Top Domains in Tweet in G5:
[165] dy.si
[65] linkedin.com
[30] twitter.com
[22] oracle.com
[12] rainfocus.com
[10] fortinet.com
[10] netsuite.com
[10] latamready.com
[8] fiverr.com
[7] instagram.com

Top Domains in Tweet in G6:
[17] twitter.com
[5] oracle.com
[2] computerworld.dk
[1] krebsonsecurity.com
[1] tweetedtimes.com

Top Domains in Tweet in G7:
[162] sociabble.com
[24] pwc.com
[24] dy.si
[19] infosys.com
[19] twitter.com
[10] cvent.com
[8] fortinet.com
[4] incorta.com
[4] hcltech.com
[4] adobe.com

Top Domains in Tweet in G9:
[6] twitter.com
[2] meetup.com
[2] linkedin.com
[1] oracle.com
[1] dy.si

Top Domains in Tweet in G10:
[13] redhat.com
[4] pscp.tv
[2] oracle.com
[1] amazonaws.com
[1] tweetedtimes.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[13658] oow19
[961] cloud
[940] oracle
[707] codeone
[508] oracleopenworld
[343] ai
[290] oraclecloud
[274] thinkautonomous
[254] oow
[244] oow19ar



Top Hashtags in Tweet in G1:
[3857] oow19
[315] oracle
[300] cloud
[219] oow19ar
[142] ai
[94] oow2019
[89] oow
[83] oraclecloud
[82] oracleanalytics
[82] autonomousdatabase

Top Hashtags in Tweet in G2:
[3790] oow19
[288] oracle
[287] codeone
[165] thinkautonomous
[155] cloud
[134] orclapex
[127] oracleopenworld
[93] emeapartners
[92] oraclecodeone
[90] oraclecloud

Top Hashtags in Tweet in G3:
[1725] oow19
[123] oracle
[116] cloud
[90] suiteconnect
[87] netsuite
[82] tim
[80] actglobalbelocal
[79] oraclenetsuite
[65] startups
[57] innovation

Top Hashtags in Tweet in G4:
[1092] oow19
[213] oracleopenworld
[164] vmware
[162] cloud
[148] gartner
[92] apps
[48] oracle
[47] cosol_oow19
[36] autonomousdatabase
[27] partnership

Top Hashtags in Tweet in G5:
[615] oow19
[55] oracle
[38] cloud
[30] oracleopenworld
[25] oraclecertification
[25] cloudlearning
[18] oraclesupport
[18] oraclecloud
[12] whenimgonetheywillsay
[11] suiteconnect

Top Hashtags in Tweet in G6:
[443] oow19
[140] codeone
[98] mysql8isgreat
[39] mysql
[32] cosol_oow19
[21] mercari
[14] python
[8] mysql_jp
[6] oow
[5] wepay

Top Hashtags in Tweet in G7:
[369] oow19
[201] liveenterprise
[102] digitaltransformation
[100] infosysatoow
[46] cloud
[25] blockchain
[21] analytics
[18] fortinet
[16] manufacturing
[13] ai

Top Hashtags in Tweet in G8:
[8] oow19
[1] technology
[1] business
[1] oracle

Top Hashtags in Tweet in G9:
[98] oow19
[54] codeone
[30] oraclecodeone
[12] java
[8] groundbreakers
[8] unconference
[7] c1jp
[5] groundbreakershub
[3] keynote
[3] azure

Top Hashtags in Tweet in G10:
[79] oow19
[35] codeone
[22] redhat
[16] programmer
[16] nationalprogrammersday
[16] inteligencia
[14] linux
[12] ansible
[11] rhel
[6] openshift

Top Words
Top Words in Tweet in Entire Graph:
[17191] Words in Sentiment List#1: Positive
[7835] Words in Sentiment List#2: Negative
[17] Words in Sentiment List#3: Angry/Violent
[408409] Non-categorized Words
[433447] Total Words
[18294] #oow19
[10750] oracle
[3439] cloud
[2481] oracleopenworld
[1873] more

Top Words in Tweet in G1:
[5234] #oow19
[3097] oracle
[893] cloud
[702] oracleopenworld
[556] s
[499] autonomous
[456] new
[439] #cloud
[435] more
[402] openworld

Top Words in Tweet in G2:
[4878] #oow19
[2640] oracle
[872] cloud
[698] session
[606] oracleopenworld
[536] moscone
[500] autonomous
[499] database
[485] more
[460] oracleace

Top Words in Tweet in G3:
[2374] #oow19
[1401] oracle
[934] oracleopenworld
[364] booth
[331] cloud
[329] more
[292] oraclebelux
[288] s
[280] learn
[279] openworld

Top Words in Tweet in G4:
[1923] oracle
[1619] #oow19
[761] cloud
[645] vmware
[446] support
[406] running
[400] win
[363] #vmware
[362] #oracleopenworld
[359] big

Top Words in Tweet in G5:
[616] #oow19
[456] oracle
[110] autonomous
[99] cloud
[91] free
[84] more
[74] linux
[65] announces
[62] zdnet
[58] join

Top Words in Tweet in G6:
[584] #oow19
[236] #codeone
[191] mysql
[140] oracle
[130] 8
[117] 0
[106] #mysql8isgreat
[66] 18
[65] chrisantognini
[65] new

Top Words in Tweet in G7:
[643] #oow19
[413] #infosysatoow
[359] #liveenterprise
[330] infosys
[325] oracle
[321] booth
[283] transform
[226] solutions
[222] #1101
[193] business

Top Words in Tweet in G8:
[224] في
[202] عالمية
[202] المملكة
[202] تخدم
[131] #oow19
[123] اوراكل
[101] لحظة
[101] رائعه
[101] حين
[101] تعلن

Top Words in Tweet in G9:
[150] #oow19
[63] #codeone
[50] java
[33] jakartaee
[30] #oraclecodeone
[29] booth
[28] oraclecodeone
[25] 3
[25] microprofileio
[23] join

Top Words in Tweet in G10:
[142] #oow19
[73] #codeone
[59] oracle
[34] pública
[33] know
[28] cluster
[27] booth
[26] week
[25] más
[24] #redhat

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1286] oracle,openworld
[1173] oracle,cloud
[710] oracle,autonomous
[704] larry,ellison
[617] #oow19,#codeone
[589] moscone,south
[586] openworld,2019
[570] learn,more
[553] san,francisco
[536] autonomous,database

Top Word Pairs in Tweet in G1:
[343] oracle,openworld
[281] oracle,cloud
[271] #oow19,#oow19ar
[221] larry,ellison
[195] oracle,autonomous
[176] autonomous,database
[166] oracleopenworld,#oow19
[137] next,week
[134] san,francisco
[126] moscone,west

Top Word Pairs in Tweet in G2:
[367] oracle,openworld
[319] moscone,south
[283] oracle,cloud
[267] oracle,autonomous
[240] #oow19,#codeone
[229] openworld,2019
[224] autonomous,database
[160] #oow19,groundbreakers
[143] oracle,linux
[139] san,francisco

Top Word Pairs in Tweet in G3:
[299] #oow19,oracleopenworld
[248] oracleopenworld,oraclebelux
[226] oracle,openworld
[213] larry,ellison
[129] oracle,cloud
[120] san,francisco
[104] learn,more
[98] stop,booth
[90] september,16
[89] oracleopenworld,#oow19

Top Word Pairs in Tweet in G4:
[414] support,oracle
[348] #oracleopenworld,#oow19
[323] oracle,cloud
[217] time,oracle
[201] big,news
[200] #oow19,1
[200] running,vmware
[199] oracle,products
[199] products,running
[199] virtualized,environments

Top Word Pairs in Tweet in G5:
[86] oracle,autonomous
[64] autonomous,linux
[62] oracle,announces
[62] announces,oracle
[62] linux,zdnet
[62] zdnet,#oow19
[49] oracle,openworld
[45] always,free
[42] oracle,cloud
[35] open,world

Top Word Pairs in Tweet in G6:
[154] #oow19,#codeone
[117] 8,0
[100] mysql,8
[74] #codeone,#oow19
[66] 0,18
[60] 18,comes
[60] vlad_mihalcea,lukaseder
[60] lukaseder,markuswinand
[60] markuswinand,chrisantognini
[52] #oow19,#mysql8isgreat

Top Word Pairs in Tweet in G7:
[247] transform,#liveenterprise
[222] booth,#1101
[178] #oow19,#infosysatoow
[123] visit,booth
[116] #liveenterprise,#oow19
[96] solutions,transform
[89] #infosysatoow,#oow19
[83] industry,solutions
[81] drive,#digitaltransformation
[80] infosys,industry

Top Word Pairs in Tweet in G8:
[101] لحظة,رائعه
[101] رائعه,حين
[101] حين,تعلن
[101] تعلن,شركة
[101] شركة,عالمية
[101] عالمية,مثل
[101] مثل,اوراكل
[101] اوراكل,الاسثمار
[101] الاسثمار,ببناء
[101] ببناء,مركزين

Top Word Pairs in Tweet in G9:
[28] #oow19,#oraclecodeone
[18] jakartaee,microprofileio
[16] #codeone,#oow19
[15] booth,3228
[15] java,dying
[15] dying,#codeone
[14] microprofileio,more
[13] eclipsefdn,booth
[12] next,week
[11] #oow19,#codeone

Top Word Pairs in Tweet in G10:
[70] #oow19,#codeone
[22] booth,501
[19] ciudades,inteligentes
[18] #oow19,next
[18] next,week
[18] larry,ellison
[16] know,#programmer
[16] #programmer,distrust
[16] distrust,anything
[16] anything,works

Top Replied-To
Top Replied-To in Entire Graph:
@oracle
@mysql
@oracleopenworld
@redthreadre
@ravenintell
@larryellison
@java
@sai_penumuru
@steve_daheb
@exchangeseva

Top Replied-To in G1:
@oracle
@redthreadre
@ravenintell
@oracleopenworld
@steve_daheb
@larryellison
@sarbjeetjohal
@rtarkoff
@neilcattermull
@ron_miller

Top Replied-To in G2:
@sai_penumuru
@oracleopenworld
@oraclejet
@accenture
@oracle
@iamkirantailor
@groundbreakers
@pradeepvattem
@oraclecodeone
@cruepprich

Top Replied-To in G3:
@oracle
@oracleopenworld
@project_experts
@oraclecloud
@oraclestartup
@hiralchandrana
@invisiblefarm
@hitzkee
@exponentsus
@scadafence

Top Replied-To in G4:
@larryellison
@oracle
@oracleopenworld
@zeddba
@mclynd
@oraclecloud
@mikulskychicago
@intel
@svilmune
@daspradipk

Top Replied-To in G6:
@mysql
@rkajiyama
@wepay
@awscloud
@quinnypig
@chrisantognini

Top Replied-To in G9:
@java
@jakartaee
@soujava
@yanaga
@jen_s_nicholson

Top Replied-To in G10:
@nxp
@intermountain

Top Mentioned
Top Mentioned in Entire Graph:
@oracle
@oracleopenworld
@oraclecloud
@oracleace
@vmware
@groundbreakers
@oraclebelux
@larryellison
@oraclepartners
@awscloud

Top Mentioned in G1:
@oracle
@oracleopenworld
@oraclecloud
@larryellison
@steve_daheb
@stevenrmiranda
@rwang0
@holgermu
@constellationr
@oracle_uki

Top Mentioned in G2:
@oracleopenworld
@oracleace
@oracle
@groundbreakers
@oraclecloud
@oraclepartners
@oracleemeaps
@oraclelinux
@sai_penumuru
@oracledatabase

Top Mentioned in G3:
@oracleopenworld
@oracle
@oraclebelux
@oraclecloud
@oraclestartup
@dellemcprotect
@scadafence
@deloitteoracle
@identvsf
@larryellison

Top Mentioned in G4:
@oracle
@vmware
@oraclecloud
@azure
@awscloud
@googlecloud
@ibmcloud
@alibaba_cloud
@oracleopenworld
@oracleexadata

Top Mentioned in G5:
@eprentise

Top Mentioned in G6:
@chrisantognini
@vlad_mihalcea
@lukaseder
@markuswinand
@mysql
@awscloud
@oraclecloud
@fakeoraclelarry
@oracle
@lefred

Top Mentioned in G7:
@oracleopenworld
@gopikonnanath
@oraclecloud
@benwiener
@wongdoody
@raghuboddupally
@idc
@oracle
@jameswester
@pwcadvisory

Top Mentioned in G8:
@oracle_me
@oraclecloud
@oracle
@oracledatabase

Top Mentioned in G9:
@oraclecodeone
@jakartaee
@microprofileio
@java
@eclipsefdn
@ondromih
@johanvos
@acelopezco
@ivar_grimstad
@marcusbiel

Top Mentioned in G10:
@u_geobe
@oracle
@redhat

Top Tweeters
Top Tweeters in Entire Graph:
@americanair
@arkangelscrap
@sectest9
@paoloigna1
@british_airways
@nosqldigest
@hrblock_21
@klm
@delta
@gamergeeknews

Top Tweeters in G1:
@arkangelscrap
@nosqldigest
@gamergeeknews
@chidambara09
@businessinsider
@edwardcalame
@threadreaderapp
@zimei_no_ri
@24hrtvmazi
@marshacollier

Top Tweeters in G2:
@paoloigna1
@british_airways
@delta
@itknowingness
@aaroncuddeback
@rosenchild
@db_bahn
@tmobile
@santchiweb
@releaseteam

Top Tweeters in G3:
@sectest9
@klm
@john_siracusa
@eltiempo
@luisffierro
@dtncanada
@calcaware
@johnapp63499667
@maxemc
@diariolibre

Top Tweeters in G4:
@startupsbot
@mohitsmartlove
@ssad_n1
@pickooo
@reuters
@i_am_ibbu
@janlokpaal
@wernerkeil
@frattigiovanni
@krishworlds

Top Tweeters in G5:
@orana
@grjenkin
@tableteer
@cabanes
@lmtwy
@claudiomkd
@solucionetcp
@thekidouto
@elsovo
@ross_radev

Top Tweeters in G6:
@rnitsch
@marypcbuk
@getwired
@soudai1025
@grimrose
@alejosangel
@rdonoghue
@tachouhoner
@whereisthespai
@bushgrey

Top Tweeters in G7:
@hrblock_21
@rockchristopher
@ramikantari
@andrewmorrisuk
@mjoehlerich
@stfuimtweetn0_o
@shelbytmitchell
@smilenewa
@mahermahert
@wordfinga

Top Tweeters in G8:
@2_aw9
@robaen
@asma_alrajeh
@abdulrahmans
@yasserovic
@aboodk1881
@rasheid_f
@reemy3m_0_
@khalidxalali
@ali_almajnooni

Top Tweeters in G9:
@fcassia
@cukoo4u
@jag_____
@shela_
@blackhairsalons
@colourspeak
@hansolo_
@aneesrehmanpak
@salonsaturday
@java

Top Tweeters in G10:
@victor_ruiz
@cynsol
@hildiuppis
@_oxido_
@crisvida
@redimido
@richie_anaya
@pizu
@bytepodcast
@alejuareza


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