Compare Databricks vs Google Analytics vs Mixpanel

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Crozscore:

84%
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52%
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Crozscore:

92%
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91%
87%

Crozscore:

88%
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85%
62%
interest rising
Databricks screenshot view 5 more Google Analytics screenshot view 3 more Mixpanel screenshot view 3 more

Software Description:

Databricks is the solution that combines data science, engineering, and business to use the power of AI within a genuinely unified approach to data analytics. The solution is powered by Apache Spark, which is a completely open-source platform, hosted at the vendor-independent Apache Foundation.

Main users of Databricks are mostly used by data scientists and engineers in medium-sized and large enterprises, belonging to energy and utilities, financial services, advertising, and marketing industries. With this service, users can unify their analytics operations, streamline workflows, increase the productivity of data teams, reduce risk, optimize I/O performance, and many more. It also offers a collaborative workspace, so data teams are able to create data pipelines, test machine learning models, and provide insights to the business via the same platform.

When it comes to security, there are following solutions: role-based access management, identity management, data encryption, compliance standards support, and severe auditing. Databricks is used with the support of Microsoft Azure and Apache Spark.

Software Description:

Google Analytics generates detailed statistics and fresh insights into your website’s traffic and traffic sources. With Google Analytics users can track visitors from all referrers, including search engines and social networks, direct visits and referring sites. It also tracks and monitors display advertising, PPC networks, email marketing and other digital collateral. You can not only measure sales and conversions, but also gain fresh insights into how visitors use your site and how you can keep them coming back.

Google Analytics is the most widely used website statistics service. The basic service is available free of charge.

Software Description:

Mixpanel is a custom event based analytics programme for mobile and web. The app allows users to go much further than measuring their site’s page views by reporting on visitor actions, not views.

Mixpanel is able to ask complex questions by breaking apart events (interactions between people and product) by the properties wanting to be explored. Questions such as, ‘which Google Adwords campaign gives us the most paying users?’ can be explored.

Mixpanel can help businesses to increase conversions by locating where customers are lost at any stage in a process, and run experiments to fix issues that are discovered.

Features:

  • 2-Factor Authentication
  • Data Import
  • Data Export
  • External Integrations
  • API
  • Notifications
  • Analytics
  • Dashboard
  • Data Visualization

Features:

  • Referral Tracking
  • Analytics
  • Forecasting
  • Dashboard
  • Data Import
  • SEO
  • Data Visualization
  • Multi-User
  • Conversion Tracking
  • Keyword Tracking
  • API
  • Multi-Site
  • Data Export
  • Notifications
  • A/B Testing
  • Link Tracking
  • External Integrations

Features:

  • Data Visualization
  • Scheduling

Summary:

  • Databricks runtime

  • Interactive exploration

  • Collaboration

  • Visualization

  • Notebook workflows

  • Notification and logs

  • Role based access control

  • Integrated identity management

  • Auditing

  • Compliance

Summary:

  • Decide what you want to analyze and customise your reports.

  • Analyze your social media programmes and understand your success.

  • Analyse the impact of mobile on your business.

  • Learn how your advertising is performing on social, mobile, search and display ads.

Summary:

  • Advanced analytics without programmers: Mixpanel’s segmentation tool simplifies queries by visualising the questions users are wanting to ask. No more need to write technical SQL queries.

  • Use funnels to increase conversions: Identify where customers are being lost and run experiments to fix these issues.

  • Cohorts: Group customers into cohorts when they sign up to get the full picture on the effects of any changes being made.

  • Online help, tutorials and support: Gain advice from experts to get data-driven quickly.

Databricks for Data engineering workloads

$0.20
per Databricks unit plus Amazon Web Services costs
Included in plan:
  • Apache Spark
  • Databricks I/O
  • Databricks jobs
  • Databricks operational security package

Databricks for Data analytics workloads

$0.40
per Databricks unit plus Amazon Web Services costs
Included in plan:
  • Databricks interactive clusters
  • Databricks workplace

FAQs:

    What are some applications this service is commonly used in tandem with?
  • It is mostly used together with Microsoft Azure and Apache Spark.

  • Does this service offer an API?
  • Yes, it offers an API.

  • Does this service integrate with any other apps?
  • Integrations: Looker, Amazon Redshift, Tableau, Talend, Amazon Kinesis, Alteryx, MnigoDB, TIBC Spotfire, Pentaho, Cassandra, and Redis.

  • Who are the main user groups of this service?
  • Databricks are mostly used by data scientists and engineers in medium-sized and large enterprises, belonging to energy and utilities, financial services, advertising, and marketing industries.

  • What platforms does this service support?
  • Databricks is designed native to the cloud and on top of the propriety platform which allows its runtime to optimize Apache Spark.

  • Does this service offer guides, tutorials and or customer support?
  • Support: Knowledge Base, Online Support, Training, Webinars, and Videos.

  • What is this service generally used for?
  • This service is generally used as a unified data analytic solution.

FAQs:

    No FAQs associated with this application.

FAQs:

    No FAQs associated with this application.

Publisher:

Founded:
-
Based in:
-
Employees:
-
Likes:
10.5k
Followers:
25.4k

Publisher:

Founded:
1998
Based in:
-
Employees:
myself only
Likes:
Followers:

Publisher:

Founded:
2009
Based in:
San Francisco
Employees:
51-200
Likes:
Followers:

Other:

Who uses Databricks
  • SMEs
  • Enterprises
Desktop Platforms:
  • Web App
Languages:
English
Regional Restrictions:
No restrictions.

Other:

Who uses Google Analytics
  • Personal
  • Freelance
  • Startups
  • SMEs
  • Agencies
  • Enterprises
Desktop Platforms:
  • Web App
  • Windows
Mobile Platforms:
  • iOS
  • Android
  • WinPhone
  • Blackberry
Languages:
Chinese, Ukrainian, Turkish, Thai, Swedish, Swahili, Spanish, Russian, Portuguese, Polish, Norwegian, Dutch, Korean, Japanese, Italian, Indonesian, Hungarian, Hebrew, Irish, French, Finnish, English, German, Danish, Czech, Arabic
Regional Restrictions:
No restrictions.

Other:

Regional Restrictions:
No restrictions.
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