---

## Ozmosi: BEAM Biotech & Pharmaceutical Company R&D Data | Product Overview

---

## Use Case

Our clinical trial database is the only available source for providing high-quality point in time data for use in real-time assessments of clinical pipelines at the drug, company and disease area levels. Our customers use the data to identify upcoming blockbusters, evaluate the growth potential of companies and asses the likelihood of a company to be acquired. The point in time format and quality of our data enables development of predictive elements within and across clinical trials which can be enhanced even further when applying current NLP techniques to our text heavy fields to support your custom analyses.

---

## Data Collection Methods

Our real-time database is automatically updated daily with raw clinical trials data from https://www.clinicaltrials.gov/ then processed/transformed into the top performing pharmaceutical and biotech data available on the market. Using our proprietary data cleaning libraries and algorithms developed specifically to support the pharmaceutical industry’s market scan and forecasting needs, no other data source can compare in breadth (over 1,500 tickers) or depth (more than 100,000 clinical trials over 20 years), we are the only provider of point in time data at this level of quality in model performance, speed and cost effectiveness.

---

## Dataset Specs

Feature | Value

----|-----

Update Frequency | Daily

Data Categories | Healthcare, Biotech, Pharmaceutical

Data Sectors | Healthcare

Applicable Financial Instruments | Equities, Options

Original Publisher of Data | Ozmosi

Data Source Type | Open Source

Data Origination Date |

Geographic Coverage | United States

Data Set(s) Format(s) | .csv

---

## Additional Information

* [Data Dictionary] (https://s3.amazonaws.com/files.battlefinensemble.com/dataDictionary/dataDictionary_heqpkctvkbljiq8c.xlsx)

* [Sample Data] (https://s3.amazonaws.com/files.battlefinensemble.com/sampleData/sampleData_heqpkctvkbljiw8f.xlsx)

---

## Pricing Information

This data set is available as a monthly subscription for $8,500.

Other package options including custom subsets or use-cases are also available.

Please reach out to mailto:datateam@battlefin.com for more information.

---

## Subscription Verification Request Information

This product will require a subscription request which will need to be verified and approved. In your subscription request, please provide the general use case for this data product, the number of users who will be accessing this data product, Sector/Industry of users, and regions in which this data product will be used.

---

## Explore and Test Data Now

BattleFin Ensemble enables ready access to historical data in BattleFin’s SandBox Environment that comes with multiple testing tools including Python, R and analytics platforms. For users testing it for investment use cases, you will have access to equities/ETF market data, company fundamentals, analyst estimates, and other supplemental products. You will also have access to value added information on all data products that make it easy to understand the nuances of each product and compare them. Most products also have a pre-built Jupyter Notebook that you can use as a starting point to explore data.

If you already have Ensemble credentials, please login at: https://www.battlefinensemble.com/index.html to start exploring and testing this product.

If you would like to get more information on Ensemble or talk to an alternative data expert about your requirements or request a trial subscription, please share your information at: https://web.battlefin.com/data-buyer-interest-form-dc

---

## Need Help?

* If you have questions about our products, please contact mailto:datateam@battlefin.com.

---

## About BattleFin

BattleFin is a technology and events company focused on bringing alternative data to the world. Our Ensemble(c) platform allows corporations, hedge funds and investment firms to Source, Evaluate, Test and Purchase alternative data. BattleFin Alternative Data Discovery Days are One-on-One meeting events held in London, Hong Kong, Miami and New York.