Academic AI tools

Data analysis and representation

Key features

These tools can assist in analyzing quantitative and qualitative data. You can upload data in different file formats, and the tools help you clean up, transform, and generate insights from the data.

Caution

You should not rely solely on these AI tools to complete all data analysis without any human intervention. Context and nuance are important. You must be able to explain all results and findings. Learn more in Potential uses in research by Concordia Library.

Tools

CoLoop

Cost: Paid access only.

Feature highlights: Qualitative data analysis (e.g., transcribing audio and video files, creating customized tables to analyze data).

User data transparency: Medium. Does share and store some user data.

External data source: User-uploaded data.

Formula bot

Cost: Free, with paid upgrades.

Feature highlights: Qualitative and quantitative data analysis (e.g., chat with the data you uploaded to generate insights).

User data transparency: High. Does share and store some user data.

External data source: User-uploaded data.

Julius

Cost: Free trial, paid plans.

Feature highlights: Quantitative data analysis (e.g., transform and analyze data uploaded in various formats using natural language).

User data transparency: High. Does not share user data.

External data source: User-uploaded data.