Multidimensional open source intelligence

“You don’t need to know everything. You just need to know everyone who knows something.”

Screenshot of live target map from DataDB

Since the initial project launch 2 months ago, our Open Source Intelligence Database has grown to include 867 data sources and 3960 data feeds. Additionally, we added several new metrics to our core target data points. These new metrics encompass everything from graphics, social media, and contact information, to industry classifications, business relationships, and live data feeds.

Our approach to collecting open-source intelligence for this project begins at the point of monetary origin (central banks) and progresses downward through the standard distribution channels of national governments around the world. We passed our first milestone when we completed entering all central banks and monetary authorities into our database on January 30th. Our team was excited to formally cross the second major milestone in this project last evening. Our database now contains every national government in the world.

Highest density endpoint tags (DataDB)

While many comprehensive information resources exist (Wikipedia, Crunchbase, CityData, etc.), few of them provide access to multidimensional analysis features. Such features enable the user to analyze the data without being confined to a strictly linear or rigid category-based approach. As a result, our multidimensional and open-source approach to economic, political, and business data maximizes the number of actionable insights that can be derived from such complex data.

DataDB is entirely free and open-source. We welcome you to utilize this ongoing project of ours to further your research and business activities. If you are researching a specific industry or topic that we have not covered in our database, or if you have internal datasets that you need to be analyzed, please reach out to us and our team will be happy to assist you.

Explore DataDB here: https://resonova.com/research/datadb/


Disclaimers

This information was assembled by the research team at ResoNova International Consulting, LLC for informational purposes only.

Unless otherwise stated, we are not affiliated, associated, authorized, endorsed by, or in any way officially connected with the third-party entities named herein, or any of its subsidiaries or its affiliates. Any third-party entity names, as well as related names, marks, emblems, and images, may be registered trademarks of the respective parties. 

The use in this website and/or in related content of trademarked names and images is strictly for editorial and research purposes, and no commercial claim to their use, or suggestion of sponsorship or endorsement, is made by ResoNova International Consulting, LLC. No attempt has been made to identify or designate all words or terms to which trademarks or other proprietary rights may exist. Nothing contained herein is intended to express a judgment on or affect the validity of legal status of, any word or term as a trademark, service mark, or other proprietary marks.

Analysis of AXE Scented Products

Overview

The ResoNova research team regularly assembles and analyzes specific industry data for clients. The analysis of AXE’s scented products was focused on discovering the following information:

  1. The colors used on their scented product lines
  2. The words used to describe the product
  3. The words used to describe the fragrance
  4. The exact ingredients used to create the fragrance that was described

AXE was chosen due to their history of extensive market research and proven success with men’s scented products.

Explore the AXE scented product database here: https://resonova.com/research/products/axe/

You can find additional research and resources at resonova.com


Disclaimers

This information was assembled by the research team at ResoNova International Consulting, LLC for informational purposes only.

We are not affiliated, associated, authorized, endorsed by, or in any way officially connected with the third-party entities named herein, or any of its subsidiaries or its affiliates. Any third-party entity names, as well as related names, marks, emblems, and images, may be registered trademarks of the respective parties. 

The use in this website and/or in related content of trademarked names and images is strictly for editorial and research purposes, and no commercial claim to their use, or suggestion of sponsorship or endorsement, is made by ResoNova International Consulting, LLC. No attempt has been made to identify or designate all words or terms to which trademarks or other proprietary rights may exist. Nothing contained herein is intended to express a judgment on or affect the validity of legal status of, any word or term as a trademark, service mark, or other proprietary marks.

An exhaustive database of NAICS and SIC industry classification systems

The research team at ResoNova regularly needs to perform industry research for clients. In the process of performing industry research, we have often had to use the NAICS and SIC industry classification systems in order to find and explore very specific industry information. We quickly realized that it would be very useful to have this information in a single place, so we built the Industry Classifications Database.

This database facilitates two important tasks. 

  1. It compiles all definitions of all industry codes from both SIC and NAICS into a single place.
  2. It performs a bi-directional conversion from SIC to NAICS and NAICS to SIC. This enables rapid processing of information regardless of which industry specification standards are being used by the data source being processed.

The following two sections present an overview of the SIC and NAICS standards.


Standard Industrial Classification (SIC/ISIC)

The Standard Industrial Classification is a system for classifying industries by a four-digit code. Established in the United States in 1937, it is used by government agencies to classify industry areas. The SIC system is also used by agencies in other countries, e.g., by the United Kingdom’s Companies House.

North American Industry Classification System (NAICS)

The North American Industry Classification System (NAICS) is the standard used by Federal statistical agencies in classifying business establishments for the purpose of collecting, analyzing, and publishing statistical data related to the U.S. business economy.

NAICS was developed under the auspices of the Office of Management and Budget (OMB), and adopted in 1997 to replace the Standard Industrial Classification (SIC) system. It was developed jointly by the U.S. Economic Classification Policy Committee (ECPC), Statistics Canada, and Mexico’s Instituto Nacional de Estadistica y Geografia.

Structure

NAICS uses a hierarchical structure. A “hierarchy” is the relationship of one item to a particular category. The organization of NAICS is as follows:

Sector: 2-digit code
Subsector: 3-digit code
Industry Group: 4-digit code
NAICS Industry: 5-digit code
National Industry: 6-digit code
Three sectors are represented by a range of 2-digit codes. These include Manufacturing (31-33), Retail Trade (44-45) and Transportation and Warehousing (48-49).

Resources

Additional information about NAICS may be found on the US Census website at the following location:

https://www.census.gov/programs-surveys/economic-census/guidance/understanding-naics.html

Read the official 2017 NAICS Manual


Access the Industry Classifications Database

Explore the Industry Classifications database here: https://resonova.com/research/industries/

You can find additional research and resources at resonova.com


Disclaimers

This information was assembled by the research team at ResoNova International Consulting, LLC for informational purposes only.

We are not affiliated, associated, authorized, endorsed by, or in any way officially connected with the third-party entities named herein, or any of its subsidiaries or its affiliates. Any third-party entity names, as well as related names, marks, emblems, and images, may be registered trademarks of the respective parties. 

The use in this website and/or in related content of trademarked names and images is strictly for editorial and research purposes, and no commercial claim to their use, or suggestion of sponsorship or endorsement, is made by ResoNova International Consulting, LLC. No attempt has been made to identify or designate all words or terms to which trademarks or other proprietary rights may exist. Nothing contained herein is intended to express a judgment on or affect the validity of legal status of, any word or term as a trademark, service mark, or other proprietary marks.

DATAdb: a collection of publicly-accessible data sources

Our research activities involve numerous different sources depending on what objective is being pursued. Invariably, one consistent facet of every research project and intelligence report is the processing and analysis of Open Source Intelligence (OSINT).
A powerful OSINT framework is not built upon an attempt to know all things. Instead, it attempts to know all who know things. This is why we created DataDB.

DATAdb is a collection of publicly-accessible data sources which are, in form, conducive to programmatic access and automated collection. Examples of data types meeting this description are RSS feeds and public JSON feeds. Data sources need not be official sources to be included in this collection and, as such, some of the included data sources listed are likely considered undocumented or unofficial.

Explore DATAdb here: https://resonova.com/research/datadb/

DATAdb is regularly updated, so please continue to check back for new data sources.

You can find additional research and resources at resonova.com


This information was assembled by the research team at ResoNova International Consulting, LLC for informational purposes only.

We are not affiliated, associated, authorized, endorsed by, or in any way officially connected with the third-party entities named herein, or any of its subsidiaries or its affiliates. Any third-party entity names, as well as related names, marks, emblems, and images, may be registered trademarks of the respective parties. 

The use in this website and/or in related content of trademarked names and images is strictly for editorial and research purposes, and no commercial claim to their use, or suggestion of sponsorship or endorsement, is made by ResoNova International Consulting, LLC. No attempt has been made to identify or designate all words or terms to which trademarks or other proprietary rights may exist. Nothing contained herein is intended to express a judgment on or affect the validity of legal status of, any word or term as a trademark, service mark, or other proprietary marks.