{"id":1249,"date":"2019-04-19T15:21:04","date_gmt":"2019-04-19T09:51:04","guid":{"rendered":"http:\/\/blog.tenthplanet.in\/?p=1249"},"modified":"2026-03-03T10:14:39","modified_gmt":"2026-03-03T10:14:39","slug":"25-key-questions-before-you-choose-any-stack-for-data-analytics","status":"publish","type":"post","link":"https:\/\/tenthplanet.in\/blogs\/25-key-questions-before-you-choose-any-stack-for-data-analytics\/","title":{"rendered":"25 Key Questions before you choose any stack for data analytics"},"content":{"rendered":"

Stack for data analytics<\/h3>\n
    \n
  1. What is the data storage platform you would like to use?<\/li>\n
  2. What is the Data Ingestion [ETL] tools you would like to use?<\/li>\n
  3. What is the Data Processing tools you would like to use?<\/li>\n
  4. What is the BI\/Analytics tools you would like to use?<\/li>\n
  5. Can the solution support analyzing large volume of history data?<\/li>\n
  6. Can the solution handle high volume near real time feed?<\/li>\n
  7. Will the solution support high volume of concurrent users access?<\/li>\n
  8. Will the solution work on\u00a0Android mobile\/tablet friendly ?<\/li>\n
  9. Can we do SaaS analytics as a service with multiple instances?<\/li>\n
  10. Can we do OEM [Embedded Analytics]\u00a0white labeling to go-to market?<\/li>\n
  11. Does it have visual designer tools to avoid coding?<\/li>\n
  12. Is it feasible to share\/publish-consume data via APIs?<\/li>\n
  13. Does it allow data\u00a0security at the user\/granular levels?<\/li>\n
  14. Does it allow centralized authentication system with SSO?<\/li>\n
  15. Is it flexible to integrate data science tools [like R\/Python\/Weka]?<\/li>\n
  16. Does it provide administration and monitoring for batch job execution, user audit logs, etc?<\/li>\n
  17. Does it scale for load balancing, job distribution?<\/li>\n
  18. Does it provide pre-built connectors for traditional RDBMS and NoSQL\/HDFS systems?<\/li>\n
  19. Does it secure data during transformation and at rest?<\/li>\n
  20. Does it support offline report generation?<\/li>\n
  21. Does it support adhoc analysis using OLAP cubes with slice\/dice, drill down, share?<\/li>\n
  22. Does it support self service for reporting and analysis, dashboard?<\/li>\n
  23. Does it allow 3rd party integrations for visualization like google maps, d3, mapbox, etc?<\/li>\n
  24. Does it support semi-structured,\u00a0 social\/web data [logs, blog, docs, etc]?<\/li>\n
  25. What are the data science tools it supports?<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"

    What is the data storage platform you would like to use? What is the Data Ingestion [ETL] tools you would like to use?
    \nWhat is the Data Processing tools you would like to use?<\/p>\n","protected":false},"author":23,"featured_media":1250,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[424],"tags":[480],"class_list":["post-1249","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-pentaho","tag-data-analytics"],"acf":[],"_links":{"self":[{"href":"https:\/\/tenthplanet.in\/blogs\/wp-json\/wp\/v2\/posts\/1249","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/tenthplanet.in\/blogs\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/tenthplanet.in\/blogs\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/tenthplanet.in\/blogs\/wp-json\/wp\/v2\/users\/23"}],"replies":[{"embeddable":true,"href":"https:\/\/tenthplanet.in\/blogs\/wp-json\/wp\/v2\/comments?post=1249"}],"version-history":[{"count":0,"href":"https:\/\/tenthplanet.in\/blogs\/wp-json\/wp\/v2\/posts\/1249\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/tenthplanet.in\/blogs\/wp-json\/wp\/v2\/media\/1250"}],"wp:attachment":[{"href":"https:\/\/tenthplanet.in\/blogs\/wp-json\/wp\/v2\/media?parent=1249"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/tenthplanet.in\/blogs\/wp-json\/wp\/v2\/categories?post=1249"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/tenthplanet.in\/blogs\/wp-json\/wp\/v2\/tags?post=1249"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}