
Scikit-learn
Pandas
NumPy
OpenCV
Dataiku
htm.java
Figure Eight
Exploratory enables users to understand data by transforming, visualizing, and applying advanced statistics and machine learning algorithms.

Create blank files, custom file types, templates, whole batches, and reusable folder setups exactly where you are working on macOS.

Which is more popular?
Based on our record, Exploratory seems to be more popular. It has been mentioned 6 times since March 2021.
Website, pricing, platforms and company facts side by side.
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| Website | exploratory.io | createfilesplus.com |
| Pricing | ||
| Platforms | — | |
| Company | — | Startup from the United States · 1 - 9 employees · 2026 |
| Listed in |
In their own words, as submitted to SaaSHub.


No description of Exploratory yet.
CreateFiles+ adds the file creation workflow macOS should have had all along. Create a new file exactly where you are working, without opening TextEdit, saving-as, using Terminal, or dragging template files around. Use Finder right-click menus where macOS allows them, or fall back to the Finder...
What each product offers, as listed by its team.


Possible disadvantages
An editorial look at what each product does well and who it suits.


Overall verdict
Why this product is good
Recommended for
Exploratory is recommended for business analysts, data analysts, academic researchers, and any professionals who need to perform data analysis but may not have an extensive programming background. Its intuitive design makes it a good fit for users looking to conduct in-depth data exploration without needing to write extensive code.
Overall verdict
Why this product is good
Recommended for
Walkthroughs and reviews on video.
1.3 Exploratory, Descriptive and Explanatory Nature Of Research
More videos
CreateFiles+ Demo
How often each product is chosen within a category, 0–100% relative to the other.


As answered by people managing Exploratory and CreateFiles+.
CreateFiles+'s answer:
Xcode and Swift
CreateFiles+'s answer:
macOS should have created this feature out of the box but does not exist. Windows users have had this feature for over a decade. I created this to remove that gap for macOS users.
CreateFiles+'s answer:
I am not familiar with any competitors doing this today.
CreateFiles+'s answer:
Power Users, Developers, Productivity focused users, students, teachers, creators.
CreateFiles+'s answer:
Its brand new so that is yet to be determined.
CreateFiles+'s answer:
I have struggled with not having this capability in Finder for years and decided I would fix the problem for me and then see if other users would want the same solution.
Share your experience with using Exploratory and CreateFiles+. For example, how are they different and which one is better?
Recommendations tracked on public social media and blogs since March 2021.


I'm a happy customer of https://exploratory.io/ - it's a very user-friendly interface on top of R and I think you might find it helpful. - Source: Hacker News / about 4 years ago
If the goal here is becoming productive quickly, try https://exploratory.io/ which is a sort of WYSIWYG environment for R that will still let you code by hand if needed. No affiliation, just a happy customer for 2 years. - Source: Hacker News / over 4 years ago
Give https://exploratory.io/ a look. It's free/cheap. It's a nice easy GUI wrapper for R and just works. I stumbled across it a year ago and now use it daily. - Source: Hacker News / over 4 years ago
Tracking CreateFiles+ since Jun 2026.
When comparing Exploratory and CreateFiles+, you can also consider the following products.

scikit-learn (formerly scikits.learn) is an open source machine learning library for the Python programming language.
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Pandas is an open source library providing high-performance, easy-to-use data structures and data analysis tools for the Python.
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NumPy is the fundamental package for scientific computing with Python
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OpenCV is the world's biggest computer vision library
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Dataiku is the developer of DSS, the integrated development platform for data professionals to turn raw data into predictions.
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htm.java is a Hierarchical Temporal Memory implementation in Java, it provide a Java version of NuPIC that has a 1-to-1 correspondence to all systems, functionality and tests provided by Numenta's open source implementation.
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