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Apache Cassandra VS Google Analytics

Compare Apache Cassandra VS Google Analytics and see what are their differences

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  3. » Reviews
  4. » Alternatives

Apache Cassandra logo Apache Cassandra

The Apache Cassandra database is the right choice when you need scalability and high availability without compromising performance.

Google Analytics logo Google Analytics

Improve your website to increase conversions, improve the user experience, and make more money using Google Analytics. Measure, understand and quantify engagement on your site with customized and in-depth reports.
  • Apache Cassandra Landing page
    Landing page //
    2022-04-17
  • Google Analytics Landing page
    Landing page //
    2023-08-26

Apache Cassandra features and specs

  • Scalability
    Apache Cassandra is designed for linear scalability and can handle large volumes of data across many commodity servers without a single point of failure.
  • High Availability
    Cassandra ensures high availability by replicating data across multiple nodes. Even if some nodes fail, the system remains operational.
  • Performance
    It provides fast writes and reads by using a peer-to-peer architecture, making it highly suitable for applications requiring quick data access.
  • Flexible Data Model
    Cassandra supports a flexible schema, allowing users to add new columns to a table at any time, making it adaptable for various use cases.
  • Geographical Distribution
    Data can be distributed across multiple data centers, ensuring low-latency access for geographically distributed users.
  • No Single Point of Failure
    Its decentralized nature ensures there is no single point of failure, which enhances resilience and fault-tolerance.

Possible disadvantages of Apache Cassandra

  • Complexity
    Managing and configuring Cassandra can be complex, requiring specialized knowledge and skills for optimal performance.
  • Eventual Consistency
    Cassandra follows an eventual consistency model, meaning that there might be a delay before all nodes have the latest data, which may not be suitable for all use cases.
  • Write-heavy Operations
    Although Cassandra handles writes efficiently, write-heavy workloads can lead to compaction issues and increased read latency.
  • Limited Query Capabilities
    Cassandra's query capabilities are relatively limited compared to traditional RDBMS, lacking support for complex joins and aggregations.
  • Maintenance Overhead
    Regular maintenance tasks such as node repair and compaction are necessary to ensure optimal performance, adding to the administrative overhead.
  • Tooling and Ecosystem
    While the ecosystem for Cassandra is growing, it is still not as extensive or mature as those for some other database technologies.

Google Analytics features and specs

  • Comprehensive Data Collection
    Google Analytics offers extensive data collection capabilities, allowing you to track various metrics and derive insights on user behavior, traffic sources, and more.
  • Integration with Other Google Services
    It easily integrates with other Google services like Google Ads, Google Search Console, and Google Tag Manager, providing a cohesive ecosystem.
  • Free Tier Available
    A robust free tier is available that meets the needs of many small- to medium-sized businesses, making it accessible without financial investment.
  • Customizable Reports and Dashboards
    Users can create customized reports and dashboards to focus on the specific metrics and KPIs important to their business.
  • Advanced Segmentation
    The platform allows for advanced segmentation of user data, enabling detailed analysis of different user groups and behaviors.
  • Real-Time Data
    Google Analytics provides real-time reports, facilitating immediate analysis and quicker decision-making.
  • E-commerce Tracking
    Special features for e-commerce websites allow you to track transactions, revenue, and other e-commerce-related metrics effectively.

Possible disadvantages of Google Analytics

  • Complex Interface
    The interface can be overwhelming and difficult to navigate for beginners, requiring a steep learning curve.
  • Data Sampling
    For large datasets, Google Analytics may use data sampling, which can compromise the accuracy and precision of your reports.
  • Privacy Concerns
    There are ongoing privacy concerns about data sharing and user tracking, which have led to legal scrutiny in some regions.
  • Limited Free Tier
    While the free tier is powerful, it has limitations on data collection and features, which may require upgrading to the paid tier for larger businesses.
  • Dependence on Third-Party Cookies
    Google Analytics heavily relies on third-party cookies, which are increasingly being restricted by browsers and privacy regulations.
  • Lag in Data Processing
    There can be a delay in data processing and updates, which may hinder timely decision-making.
  • Limited Customer Support
    Customer support for the free tier is limited, often requiring users to rely on community forums and online resources for assistance.

Apache Cassandra videos

+ Add

Course Intro | DS101: Introduction to Apache Cassandra™

More videos:

  • Review - Introduction to Apache Cassandra™

Google Analytics videos

+ Add

Google Analytics Review

More videos:

  • Review - Google Analytics, Ultimate Beginner’s Guide
  • Review - Google Analytics Review

Category Popularity

0-100% (relative to Apache Cassandra and Google Analytics)

Apache Cassandra

Google Analytics

Databases
100 100%
Databases
0% 0
Analytics
0 0%
Analytics
100% 100
NoSQL Databases
100 100%
NoSQL Databases
0% 0
Web Analytics
0 0%
Web Analytics
100% 100

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare Apache Cassandra and Google Analytics

Apache Cassandra Reviews

16 Top Big Data Analytics Tools You Should Know About
Application Areas: If you want to work with SQL-like data types on a No-SQL database, Cassandra is a good choice. It is a popular pick in the IoT, fraud detection applications, recommendation engines, product catalogs and playlists, and messaging applications, providing fast real-time insights.
Source: www.analytixlabs.co.in
9 Best MongoDB alternatives in 2019
The Apache Cassandra is an ideal choice for you if you want scalability and high availability without affecting its performance. This MongoDB alternative tool offers support for replicating across multiple datacenters.
Source: www.guru99.com

Google Analytics Reviews

10 Best Mixpanel Alternatives for Product Analytics in 2024
Google Analytics is a popular digital insights platform that allows website owners to monitor multiple aspects of their user analytics, online performance, and more. Use the paid or free plan to optimize your website with user behavior insights to get higher conversion rates.
Source: clickup.com
Best Mixpanel Alternatives for SaaS
GA 360 (now GA4) provides higher data limits, BigQuery integration, service level agreements, custom variables, and a dedicated support team. The cost of Google Analytics 360 starts from $12,500 per month and $150,000 per year. Google suggests that the cost of Google Analytics 4 360 starts at a retail price of USD $50,000/year, which entitles customers to 25 million events...
Source: userpilot.com
Top 5 Plausible Analytics Alternatives in 2024
It allows you to bring in data from 17+ sources including multiple shopping carts, payment gateways, Google Analytics, and email marketing platforms.
Source: www.putler.com
Top 9 Plausible Analytics alternatives in 2024
Google Analytics, a prominent player, offers extensive functionalities, making it suitable for businesses needing comprehensive data analysis. Its versatility spans from tracking website traffic, user demographics, and behavior to providing insights on conversion rates and traffic sources.
Source: usermaven.com
Top 5 Self-Hosted, Open Source Alternatives to Google Analytics
Choosing the right open source, self-hosted alternative to Google Analytics depends on your specific needs, whether it's for enhanced privacy, detailed data insights, or ease of use. Each of these tools offers unique strengths, empowering website owners with the flexibility and control needed in today's digital landscape.
Source: zeabur.com

Social recommendations and mentions

Apache Cassandra might be a bit more popular than Google Analytics. We know about 44 links to it since March 2021 and only 36 links to Google Analytics. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

Apache Cassandra mentions (44)

  • Why You Shouldn’t Invest In Vector Databases?
    In fact, even in the absence of these commercial databases, users can effortlessly install PostgreSQL and leverage its built-in pgvector functionality for vector search. PostgreSQL stands as the benchmark in the realm of open-source databases, offering comprehensive support across various domains of database management. It excels in transaction processing (e.g., CockroachDB), online analytics (e.g., DuckDB),... - Source: dev.to / 23 days ago
  • Data integrity in Ably Pub/Sub
    All messages are persisted durably for two minutes, but Pub/Sub channels can be configured to persist messages for longer periods of time using the persisted messages feature. Persisted messages are additionally written to Cassandra. Multiple copies of the message are stored in a quorum of globally-distributed Cassandra nodes. - Source: dev.to / 6 months ago
  • Which Database is Perfect for You? A Comprehensive Guide to MySQL, PostgreSQL, NoSQL, and More
    Cassandra is a highly scalable, distributed NoSQL database designed to handle large amounts of data across many commodity servers without a single point of failure. - Source: dev.to / 11 months ago
  • Consistent Hashing: An Overview and Implementation in Golang
    Distributed storage Distributed storage systems like Cassandra, DynamoDB, and Voldemort also use consistent hashing. In these systems, data is partitioned across many servers. Consistent hashing is used to map data to the servers that store the data. When new servers are added or removed, consistent hashing minimizes the amount of data that needs to be remapped to different servers. - Source: dev.to / about 1 year ago
  • Understanding SQL vs. NoSQL Databases: A Beginner's Guide
    On the other hand, NoSQL databases are non-relational databases. They store data in flexible, JSON-like documents, key-value pairs, or wide-column stores. Examples include MongoDB, Couchbase, and Cassandra. - Source: dev.to / about 1 year ago
View more

Google Analytics mentions (36)

  • Navigating the Digital Landscape: The Role of Website Analytics in Measuring Performance
    Let’s discuss Google Analytics in particular and other tools in general, which are available online to measure the website performance. Source: over 1 year ago
  • 10 BEST FREE SEO REPORTING TOOLS
    Google Analytics: A free tool from Google that provides in-depth website analytics and performance metrics, including traffic sources, user behavior, and conversions. Source: over 1 year ago
  • Affiliate Marketing Automation: How to Save Time and Improve Your Results?
    Automating your affiliate marketing has a clear advantage: scalability. As your affiliate network grows, manual management becomes difficult. Automation makes it easier to handle a larger volume of affiliates, communicate with them, and monitor their performance. This means that your affiliate program can grow without sacrificing efficiency. You can also use automation tools to track and report affiliate... Source: over 1 year ago
  • Which tool do you use the most for SEO?
    Google Analytics: It provides in-depth insights into website traffic, user behavior, conversions, and other important metrics. Source: almost 2 years ago
  • The dos and don'ts of website redesigns and migrations
    Implement a robust website analytics tool, such as Google Analytics, to track key metrics and gather insights about user behavior. Set up goals and conversion tracking to measure the impact of your website redesign or migration on your business objectives. Source: almost 2 years ago
View more

What are some alternatives?

When comparing Apache Cassandra and Google Analytics, you can also consider the following products

Redis - Redis is an open source in-memory data structure project implementing a distributed, in-memory key-value database with optional durability.

Matomo - Matomo is an open-source web analytics platform

MongoDB - MongoDB (from "humongous") is a scalable, high-performance NoSQL database.

Mixpanel - Mixpanel is the most advanced analytics platform in the world for mobile & web.

ArangoDB - A distributed open-source database with a flexible data model for documents, graphs, and key-values.

Adobe Analytics - Adobe Analytics is an industry-leading solution that empowers you to understand your customers as people and steer your business with customer intelligence.

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