Clickstream data / Alternative data / User behavioral data - 30m Panelists globally

panelist_id	session_id	host_session_id	product_id	region	city	zip_code	url	content_type	timestamp	referrer	navigation_method	user_agent	scheme	domain	host	prev_host	request_country_code	accept_language	device_type	device_manufacturer	device_model	os_name	os_version	browser_name	browser_version	search_query	year	month	day	utc_date	navigation_type	zone_id
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Volume

30M

Panelists

Avail. Formats

.csv, .json, and .parquet

File

Coverage

250

Countries

History

years

[Sample] Clickstream Data Dictionary & Sample Dataset.Xlsx Sample (10k Rows Us)

Attribute	Type	Example	Mapping
panelist_id	String	475B2CD0432EBC204168634C1F2A1B657299923D22C56FF10B9CB5D13...	UID
session_id	String	AAE71511574B6894D08E5052794A7379C471FA73CB999E4B2A09A0B67...
host_session_id	String	19B7B288752C9E1094FCB37A2FF7B2F4B21CB395DFDEABCC510FEDF2B...
product_id	Integer	252	Product ID
region	String	Manhattan	City District Name
city	String	Alexandria	City Name
zip_code	String		ZIP Code
url	String	https://m2recovery.com/about-us/	URL
content_type
timestamp	Integer	1670353296000
referrer	String	https://m2recovery.com/bte-crypto-insurance/	Website
navigation_method	String	request
user_agent	String	Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebK...
scheme	String	https
domain	String	m2recovery.com	Website
host	String	m2recovery.com
prev_host	String	m2recovery.com
request_country_code	String	US
accept_language	String	en-US
device_type	String	***
device_manufacturer
device_model
os_name	String	macos
os_version
browser_name	String	chrome
browser_version	String	###.#.#.#
search_query
year	Integer	2022
month	Integer	12
day	Integer	6
utc_date	String	12/6/2022
navigation_type	String	foreground
zone_id	Integer	1

Insights into user browsing behavior & full consumer journey. User-anonymous 24/7 browsing history for over 30 million panelists. Covering over 50 countries.

Clickstream data / Alternative data / User behavioral data - which provides User-anonymous insights into 24/7 user browsing behavior & full consumer journey of over 30 million panelists. Covering over 50 countries. All proprietary to BIScience and collected from our owned & operated desktop and mobile apps. Financial institutions, hedge funds, investors, Market Research and Data aggregators use our Clickstream to uncover market trends, validate investment theses, and identify early signals of brand performance. Our data solves key challenges like delayed financial reporting, limited consumer visibility, and reliance on lagging indicators by providing real-time insights into user behavior and engagement empowering smarter, faster, and more data-driven investment decisions.

Africa (58)

Algeria

Angola

Benin

Botswana

Burkina Faso

Burundi

Cabo Verde

Cameroon

Central African Republic

Chad

Comoros

Congo

Congo (Democratic Republic of the)

Côte d'Ivoire

Djibouti

Egypt

Equatorial Guinea

Eritrea

Ethiopia

Gabon

Gambia

Ghana

Guinea

Guinea-Bissau

Kenya

Lesotho

Liberia

Libya

Madagascar

Malawi

Mali

Mauritania

Mauritius

Mayotte

Morocco

Mozambique

Namibia

Niger

Nigeria

Rwanda

Réunion

Saint Helena, Ascension and Tristan da Cunha

Sao Tome and Principe

Senegal

Seychelles

Sierra Leone

Somalia

South Africa

South Sudan

Sudan

Swaziland

Tanzania, United Republic of

Togo

Tunisia

Uganda

Western Sahara

Zambia

Zimbabwe

Asia (51)

Afghanistan

Armenia

Azerbaijan

Bahrain

Bangladesh

Bhutan

Brunei Darussalam

Cambodia

China

Cyprus

Georgia

Hong Kong

India

Indonesia

Iran (Islamic Republic of)

Iraq

Israel

Japan

Jordan

Kazakhstan

Korea (Democratic People's Republic of)

Korea (Republic of)

Kuwait

Kyrgyzstan

Lao People's Democratic Republic

Lebanon

Macao

Malaysia

Maldives

Mongolia

Myanmar

Nepal

Oman

Pakistan

Palestine, State of

Philippines

Qatar

Saudi Arabia

Singapore

Sri Lanka

Syrian Arab Republic

Taiwan

Tajikistan

Thailand

Timor-Leste

Turkey

Turkmenistan

United Arab Emirates

Uzbekistan

Vietnam

Yemen

Europe (52)

Albania

Andorra

Austria

Belarus

Belgium

Bosnia and Herzegovina

Bulgaria

Croatia

Czech Republic

Denmark

Estonia

Faroe Islands

Finland

France

Germany

Gibraltar

Greece

Guernsey

Holy See

Hungary

Iceland

Ireland

Isle of Man

Italy

Jersey

Kosovo

Latvia

Liechtenstein

Lithuania

Luxembourg

Macedonia (the former Yugoslav Republic of)

Malta

Moldova (Republic of)

Monaco

Montenegro

Netherlands

Norway

Poland

Portugal

Romania

Russian Federation

San Marino

Serbia

Slovakia

Slovenia

Spain

Svalbard and Jan Mayen

Sweden

Switzerland

Ukraine

United Kingdom

Åland Islands

North America (13)

Belize

Bermuda

Canada

Costa Rica

El Salvador

Greenland

Guatemala

Honduras

Mexico

Nicaragua

Panama

Saint Pierre and Miquelon

United States of America

Oceania (25)

American Samoa

Australia

Cook Islands

Fiji

French Polynesia

Guam

Kiribati

Marshall Islands

Micronesia (Federated States of)

Nauru

New Caledonia

New Zealand

Niue

Norfolk Island

Northern Mariana Islands

Palau

Papua New Guinea

Pitcairn

Samoa

Solomon Islands

Tokelau

Tonga

Tuvalu

Vanuatu

Wallis and Futuna

Other (9)

Antarctica

Bouvet Island

British Indian Ocean Territory

Christmas Island

Cocos (Keeling) Islands

French Southern Territories

Heard Island and McDonald Islands

South Georgia and the South Sandwich Islands

United States Minor Outlying Islands

South America (42)

Anguilla

Antigua and Barbuda

Argentina

Aruba

Bahamas

Barbados

Bolivia (Plurinational State of)

Bonaire, Sint Eustatius and Saba

Brazil

Cayman Islands

Chile

Colombia

Cuba

Curaçao

Dominica

Dominican Republic

Ecuador

Falkland Islands (Malvinas)

French Guiana

Grenada

Guadeloupe

Guyana

Haiti

Jamaica

Martinique

Montserrat

Paraguay

Peru

Puerto Rico

Saint Barthélemy

Saint Kitts and Nevis

Saint Lucia

Saint Martin (French part)

Saint Vincent and the Grenadines

Sint Maarten (Dutch part)

Suriname

Trinidad and Tobago

Turks and Caicos Islands

Uruguay

Venezuela (Bolivarian Republic of)

Virgin Islands (British)

Virgin Islands (U.S.)

8 years of historical data

30 million

Panelists

License	Starts at
One-off purchase	Available
Monthly License	Available
Yearly License	Available
Usage-based	Not available

Request detailed pricing

Methods

Frequency

Format

Investing

Market Intelligence

Data Intelligence

Financial Intelligence

Customer Data Intelligence

Consumer Behavior Data Alternative Data Web Browsing Data Clickstream Data

Pricing available upon request

Pricing available upon request

What is Clickstream data / Alternative data / User behavioral data - 30m Panelists globally?

Insights into user browsing behavior & full consumer journey. User-anonymous 24/7 browsing history for over 30 million panelists. Covering over 50 countries.

What is Clickstream data / Alternative data / User behavioral data - 30m Panelists globally used for?

This product has 5 key use cases. BIScience LTD recommends using the data for Investing, Market Intelligence, Data Intelligence, Financial Intelligence, and Customer Data Intelligence. Global businesses and organizations buy Consumer Behavior Data from BIScience LTD to fuel their analytics and enrichment.

Who can use Clickstream data / Alternative data / User behavioral data - 30m Panelists globally?

This product is best suited if you’re a Medium-sized Business or Enterprise looking for Consumer Behavior Data. Get in touch with BIScience LTD to see what their data can do for your business and find out which integrations they provide.

How far back does the data in Clickstream data / Alternative data / User behavioral data - 30m Panelists globally go?

This product has 8 years of historical coverage. It can be delivered on a daily basis.

Which countries does Clickstream data / Alternative data / User behavioral data - 30m Panelists globally cover?

This product includes data covering 250 countries like USA, China, Japan, Germany, and India. BIScience LTD is headquartered in United States of America.

How much does Clickstream data / Alternative data / User behavioral data - 30m Panelists globally cost?

Pricing information for Clickstream data / Alternative data / User behavioral data - 30m Panelists globally is available by getting in contact with BIScience LTD. Connect with BIScience LTD to get a quote and arrange custom pricing models based on your data requirements.

How can I get Clickstream data / Alternative data / User behavioral data - 30m Panelists globally?

Businesses can buy Consumer Behavior Data from BIScience LTD and get the data via S3 Bucket. Depending on your data requirements and subscription budget, BIScience LTD can deliver this product in .csv, .json, .parquet, and .xls format.

What is the data quality of Clickstream data / Alternative data / User behavioral data - 30m Panelists globally?

You can compare and assess the data quality of BIScience LTD using Datarade’s data marketplace.

What are similar products to Clickstream data / Alternative data / User behavioral data - 30m Panelists globally?

This product has 3 related products. These alternatives include Factori Web Data Global web browsing & activity data feed (4.2 Billion records), Audience Data 750M+ User Profiles 300M+ Updates a Month, Accurate Consumer Behavior & Identity Insights, and Venture Capital Data Global Job Postings Data Discover New Startups 214M+ Records Since 2018. You can compare the best Consumer Behavior Data providers and products via Datarade’s data marketplace and get the right data for your use case.

Pricing available upon request

License	Starts at
One-off purchase	Available
Monthly License	Available
Yearly License	Available
Usage-based	Not available

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Clickstream data / Alternative data / User behavioral data - 30m Panelists globally

Data Dictionary

Description

Country Coverage

History

Volume

Pricing

Suitable Company Sizes

Delivery

Use Cases

Categories

Related Products

Factori Web Data | Global web browsing & activity data feed (4.2 Billion records)

Audience Data | 750M+ User Profiles | 300M+ Updates a Month, Accurate Consumer Behavior & Identity Insights

Venture Capital Data | Global Job Postings Data | Discover New Startups | 214M+ Records Since 2018

Unacast Consumer Behavior Data Enrichment

Frequently asked questions

BIScience LTD
Digital Intelligence at Scale

Trusted by

Clickstream data / Alternative data / User behavioral data - 30m Panelists globally

Data Dictionary

Description

Country Coverage

History

Volume

Pricing

Suitable Company Sizes

Delivery

Use Cases

Categories

Related Products

Factori Web Data | Global web browsing & activity data feed (4.2 Billion records)

Audience Data | 750M+ User Profiles | 300M+ Updates a Month, Accurate Consumer Behavior & Identity Insights

Venture Capital Data | Global Job Postings Data | Discover New Startups | 214M+ Records Since 2018

Unacast Consumer Behavior Data Enrichment

Frequently asked questions

BIScience LTD Digital Intelligence at Scale

Trusted by

BIScience LTD
Digital Intelligence at Scale