Top AI Tools for Data Analysts in 2024
AI has fundamentally transformed the workflow of data analysts in two main ways:
- Non-technical individuals can now perform data analysis by posing questions to AI tools.
- Data analysis can now be conducted without the need for coding.
In this article, we will introduce the top 4 AI tools for data analysts in 2024, which should significantly enhance productivity with these tools.
AskYourDatabase
AskYourDatabase is designed to enable "chat" interactions with your SQL databases, allowing non-technical users to directly obtain insights without the need to write or learn SQL. It comes with built-in visualization and data analysis capabilities, establishing it as one of the premier SQL database AI tools for anyone looking to perform data analysis on their databases.
Features
- Business Intelligence
- Interactive chatting interface
- AI-powered data visualization
- Predictive analytics
- Enterprise-grade security, including support for on-premise deployment.
- Supports large databases with thousands of tables.
- Multiple file format import & export like .csv/.excel.
Pricing
It offers two subscription plans: a Professional plan, priced at $23 per month without GPT-4 access, and an Ultimate plan at $39 per month, powered by GPT-4. A free trial is also available. Additionally, custom solutions tailored for enterprise-specific use cases, such as on-premise hosting, are provided.
Julius AI
Julius AI offers a web-based data analysis tool, along with versions for Android and iOS.
It's primarily designed for analyzing CSV files, users can upload their files to the platform, allowing AI to conduct further analysis based on the data.
Features
- AI powered data visualization
- Gif animation generation.
- Data export into csv/excel.
- Interactive chat interface.
Pricing
It offers three plans: Basic at $17, Essential at $37, and Pro at $49. Higher-tier plans provide more credits.
ChatGPT Data Analyst
ChatGPT offers comprehensive AI data analysis capabilities, including a dedicated GPT for data analysts. Previously known as the "Code Interpreter," it was rebranded to "Advanced Data Analysis" several months ago.
This feature is enabled through a virtual Python sandbox, allowing users to analyze files by executing Python code. It also supports the export of files generated by Python scripts.
Notably, ChatGPT's offerings are similar to those of Julius AI but at a more affordable price point. Access to these capabilities requires only a ChatGPT Plus subscription, priced at $20 per month.
Features
- The latest GPT-4 Turbo model features a 128k context window。
- Multiple file type support.
- File import & analysis & export.
Pricing
Priced at only $20/month, this plan includes a limit of 40 messages every 3 hours. For users requiring a higher cap, options are available through ChatGPT Team or Enterprise plans.
Tableau
Tableau has been a leading tool in Business Intelligence (BI) for many years and was acquired by Salesforce. Recently, they have expanded their offerings to include AI capabilities.
Tableau has established a comprehensive suite of BI capabilities over the years. With the introduction of Tableau AI, users can now interact with their BI dashboards through chat, enhancing the way insights are accessed and analyzed.
Features
- Quick data visualization
- Predictive analytics
- Large data handling
- Collaboration and workflow tools
- Dashboard customization
- Data transformation
Pricing
Tableau offers a Creator plan at $75 per user monthly, an Explorer plan priced at $42 per user monthly, and a Viewer plan at $15 per user monthly. Additionally, Tableau provides a free trial option.
Final thoughts
Utilizing AI tools for data analysis can significantly reduce barriers and enhance productivity.
Choosing the right tool depends on the specifics of your job, the types of data sources you're utilizing, whether you need to create dashboards, and if team collaboration is necessary.
Certain tools excel at providing insights from SQL databases, such as AskYourDatabase, while others, like Julius AI, specialize in analyzing CSV files. Platforms like Tableau offer a more complex and versatile solution.
