Ensemble is a Marketplace, Network + SaaS Tool to Facilitate Testing and Evaluation of Alternative Data - Now Available FREE.

No Obligations, Easy Login, Sample Catalogs

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Ensemble Data Products
Sandbox Datasets
CONNECT Providers

BattleFin is a technology company that helps firms use alternative data to find insights and make better decisions. Save money and time with BattleFin's Data Hunter team, customizable dashboards, intuitive Python testing Sandbox, streamlined purchasing agreements, and more, all available on Ensemble.

Featured Dataset:

Data Provider of the Month - DataPulse

Key Ensemble Features

Take advantage of BattleFin's unique offerings that simplify the process of buying alternative data.
Data Provider Catalog




Utilizing our global event series and an in-house team of data evaluators, Ensemble’s catalogue is continuously updated with qualified data sets from all over the world. Our aim is to be the largest and most trustworthy alternative data platform—streamlining research and transactions between data buyers and data providers globally.

With over 2,400 data sets from nearly 800 data providers around the world, and more being added every week, Ensemble is an extremely useful tool and a great resource for global alternative data sourcing.


Data Product Profile Pages

Ensemble__0002_profileHere you can see an actual sample data product profile page typical of what you will find on Ensemble. It contains all the relevant information about a provider at a glance, with things like product summaries, dataset specifications, relevant insights and even ideas on how the data can be used. Users can check out raw data by clicking the "Access on Ensemble Now" button. 

The Ensemble Platform allows data buyers to access and leverage a secure research environments (Sandbox) to test full historical data products prior to purchase. 

Unlimited Virtual CONNECT Meetings

A CONNECT is our name for video meetings generated through Ensemble. 

When you identify a data provider you like, you simply select one of their available meeting times using the “Request Meeting” button on Ensemble, where calendar scheduling capabilities will open based on the providers selected availability. BattleFin then creates the meeting and provides a private virtual video conference room.

Custom Data Dashboards

Ensemble team builds dashboard to showcase insights from a specific dataset based on a user or data provider request. These dashboard can be used to see trends, make investments and manage risk.  The  dashboard are available to all our paid subscribers.  

Data Quality Reports

BattleFin's Data Quality Reports are designed to help your firm understand your data product quality better. The BattleFin Ensemble platform is built to help data buyers test, evaluate and purchase alternative data at scale, and these reports are used daily by our Ensemble Data Buyers to evaluate products launched on Ensemble.

The BattleFin's team has developed a  standardized process that evaluates each data product across a range of parameters to make it easier to compare products and see what meets your needs. The Data Quality Scorecard  includes:

  • Metadata Summary
  • Univariate Analysis
  • Bivariate Analysis
  • Time Series Analysis
  • Data Completeness

Check out an example of a Data Quality Report HERE.

This feature is only available on paid plans.

Ensemble Pricing Options

Purchase Now

Value Proposition

Purchase Now
Data Hunter Concierge Service

DataHunter_popupWith more and more alternative datasets becoming available every day and over 2,400 datasets on Ensemble, it can be overwhelming to start the data sourcing process. This is where BattleFin's Data Hunter tool can be perfect for recommending and finding the alternative dataset that best suits your needs to gain that inside edge. Data Hunter will ask you a few quick questions about the data you’re looking for and a BattleFin representative will get back to you ASAP with a selection of data providers for you to CONNECT with on Ensemble.

Factors taken into account include: interest / disinterest in specific companies or sectors, interest in specific KPIs, and type of securities traded.

This feature is only available on paid plans.

Rapid Dataset Testing with Sandbox

As a platform that handles data ingestion, monitoring, cataloging and much more, Ensemble allows buyers to easily browse data sets from our extensive list and put them into a secure Sandbox environment for testing using Python or R, currently. Data buyers can then purchase data sets directly on the platform, using our streamlined agreement and purchase process.

This feature is only available on paid plans.

Python Exploration Kits

Essentially, exploration kits are an actual data use case scenario in the sandbox built using a Jupyter Notebook. 

Think of this 'kit' as a turn-by-turn road map to unlocking the most appealing aspects of a particular data product.

In the Sandbox, Ensemble Team or data providers build Jupyter Notebooks in Python and R. The goal of the Exploration Kit is to provide a quick guide to a provider's data with simple models, aggregations or analysis that you can run yourself. The power comes in any user able to modify the base exploration kit to test out different scenarios - it facilitates idea generation, increase productivity and efficiency for buyers who would like to quickly test products and shortlist a few for more indepth look.

This feature is only available on paid plans, with the Sandbox add-on.

FinFeed - Our Catalog at Your Fingertips via API

At Ensemble's highest level, our catalog is deliverable via API. With FinFeed, you’ll have access to:

  • Full catalog with rich attributes of each product available through an API. These 
  • Collateral like white papers, one pagers, data dictionary. 

FinFEED enables firms to integrate Ensemble's  catalog of alt data products into their existing infrastructure in a programmatic way and keep it updated. 

This feature is only available on paid plans.