Data Dictionary

The feed contains 3.5+ GB (400+ MB Compressed size) per hour of data. The table below contains the fields, descriptions, examples, notes, and potential use cases of the currently available data. Other potential variables available upon request.

Field

Description

Example

Notes

Potential Use Cases

BROWSER_
FINGERPRINT

Combines approximately 20 different digital variables to create a fingerprint of the device. Example variables: User Agent + Plugins + Platform + Time Zone + Etc.

07087749c3ae56998f24e7d232fb2d47

Use the Fingerprint field in combination with other fields to see patterns and trends.

ASNUM

Autonomous system number (ASN) of the IP. A numeric value that uniquely identifies each network on the internet.

11426

Use this number to map the route of traffic through the internet.

NETWORK _ORGANIZATION

The company or organization that an internet connection originated from.

AT&T, T-Mobile, Charter Communications Inc., etc.

Evaluate customer and subscriber volume and patterns across large and small telecoms and other organizations worldwide.

NETWORK_ORG_TICKER

The ticker symbol, if applicable, for the Network Organization.

T, TMUS, CHTR, etc.

Evaluate customer and subscriber volume and patterns across publicly traded telecoms worldwide.

COUNTRY

ISO two letter country code.

Map traffic/device/browser/ operating system usage patterns to a country or global region.

DEVICETYPE

Device type category (mobile, tablet, desktop).

mobile

See mobile device usage patterns across countries.

Internet protocol (IP) address of the end user.

111.222.333.444

The first octet of the IP is not included in EU data.

See internet usage patterns and trends from specific IPs.

IP_ORG

The company or organization that an IP is registered to.

Fairfield Marriott

This field is not included in EU data.

Identify internet traffic from specific companies and see usage patterns and trends.

IP_ISP

Internet Service Provider (ISP) (i.e., the company that is providing access to the Internet) of the IP address.

Spectrum

This field is not included in EU data.

See usage patterns and trends from specific telecom/ISPs.

CONNECTION TYPE

Connection type is how the device connected to the internet: WIFI, Other (includes local cable, VPN, etc.), Cellular, or Cannot Verify.

wifi

See patterns and trends in WIFI/cellular usage across countries.

USERAGENT

HTTP User-Agent: Specific information about the software and hardware running on a device.

Mozilla/5.0 (iPhone; CPU iPhone OS 11_2_2 like Mac OS X) AppleWebKit/604.1.34 (KHTML, like Gecko) CriOS/63.0.3239.73 Mobile/15C202 Safari/604.1

Compare specific device configurations (e.g., Apple devices using a Chrome browser).

BROWSERNAME

Browser Name (e.g., Chrome, Safari, Firefox, Internet Explorer, etc.)

Chrome

See usage patterns and trends of browsers.

BROWSER_
VENDOR

Company that created the browser used (e.g., Google, Apple, Microsoft, etc.)

Google

Track the usage rates of browsers developed by specific companies.

BROWSER_
TICKER

Ticker symbol of the browser vendor.

GOOGL

Track the usage rates of browsers from a company’s stock ticker.

Operating System (e.g., Android 7.0, iPhone 12.1.1, etc.)

iPhone 11.2.2

See usage patterns and trends across specific operating systems.

OS_TICKER

Ticker symbol of the operating system company.

AAPL

Track operating system usage from a company’s stock ticker.

DEVICE_MODEL

Device model (e.g., Galaxy S8+, LG L8VL, MotoG3)

Galaxy S8+

The device model is available for most non-Apple devices. Specific iPhone models are included in data after March 16, 2019.

Track the usage rates of browsers from a company’s stock ticker.

DEVICE_VENDOR

Company that manufactured the device used.

Samsung

The device vendor is inferred from patterns identified in device model names. It may not accurately detect vendors for brands with unique/random naming conventions.

See usage patterns/trends of device manufacturers.

PLUGINS

List of all detected installed browser extension plugins identified on the end user’s machine (e.g., Chrome PDF Viewer, Shockwave Flash, Citrix Receiver, Salesforce, Facebook Video Calling Plugin)

{"0":"Chrome PDF Plugin - - internal-pdf-viewer - Portable Document Format", "1":"Chrome PDF Viewer - - mhjfbmdgcfjbbpaeojofohoefgiehjai ","2":"Native Client - - internal-nacl-plugin ","3":"Widevine Content Decryption Module - - widevinecd madapter.dll - Enables Widevine licenses for playback of HTML audio2Fvideo content. 28version: 1.4.8.102929"}

Track usage patterns and trends of specific plugins across different variables.

DATE

Date of record in YYYY-MM-DD format.

1/28/2018

Track variables and see changes over time.

HOUR

Hour of record in 00 format, based on EST time zone.

Track variables and see changes at different hours of the day.

IN_APP

Determines whether or not the record originated from within an app.

TRUE or FALSE

Available on some mobile data starting in December 2018.

Track general app usage across other variables (devices, geography, etc.)

TIME_ZONE

Time zone of record based on UTC time offset.

-5.1

Timezone in the example is -5 followed by a . (dot) and then a Boolean 0 or 1 defining if daylight savings time is active or not.

Track variables across countries and time zones for more specific geographic location.

DISPLAY_
RESOLUTION

Device's display resolution.

414_736_3

Screen width_height_pixel ratio. The first value will always be the lower in case of orientation. Available on some data starting in December 2018.

Some devices (e.g., iOS) do not include a model in their user agent string but it's possible to make an assumption based on screen resolution. The iPhone 7-8 Plus have a resolution of 414x736, for example.

SRC_PORT

The source port used by client.

51724

SSL_CIPHER

The SSL Cipher used by the client.

ECDHE-RSA-AES128-GCM-SHA256

SSL_PROTOCOL

SSL (TLS) protocol used by client.

TLSv1.2

GPU

(Graphics Processing Unit) A programmable logic chip (processor) specialized for display functions. The GPU renders images, animations and video for the computer's screen. GPUs are located on plug-in cards, in a chipset on the motherboard or in the same chip as the CPU

Intel(R) Iris(TM) Pro Graphics 6200

GPU is available on data beginning May 15, 2019 and may not be available for all records.

Track the usage of specific chips associated with different companies (e.g., Intel).

CELLULAR_
BANDWIDTH

The mobile communications standard (referring to the speed of wireless Internet access).

Cellular bandwidth is available on data beginning May 30, 2019 and may not be available for all records. Current functionality to detect 2G, 3G, and 4G. Ability to detect 5G coming soon.

Track different internet access speeds and implementations across Telecoms and geographic regions.