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POSTGRESQL TUTORIAL

Welcome to the PostgreSQLTutorial.com website! This PostgreSQL tutorial helps
you quickly understand PostgreSQL. You’ll master PostgreSQL very fast through
many practical examples and apply this knowledge to the development of
applications using PostgreSQL.

If you are…

 * Looking to learn PostgreSQL fast.
 * Developing applications using PostgreSQL as the back-end database management
   system.
 * Migrating from other database management systems such as MySQL, Oracle, and
   Microsoft SQL Server to PostgreSQL.

You’ll find all you need to know to quickly and effectively get started with
PostgreSQL right here on this website.

PostgreSQL tutorial demonstrates many unique features of PostgreSQL that
position it as the most advanced open-source database management system.


GETTING STARTED WITH POSTGRESQL

This section helps you get started with PostgreSQL by showing you how to install
PostgreSQL on Windows, Linux, and macOS. You also learn how to connect to
PostgreSQL using the psql tool as well as how to load a sample database into the
PostgreSQL for practicing.


BASIC POSTGRESQL TUTORIAL

First, you’ll learn how to query data from a single table using basic data
techniques, which include selecting data, sorting result sets, and filtering
rows.

Next, you’ll delve into advanced queries, which include joining multiple tables,
using set operations, and constructing the subquery.

Finally, you’ll learn how to manage database tables, including creating a new
table or modifying the structure of an existing table.


SECTION 1. QUERYING DATA

 * Select – show you how to query data from a single table.
 * Column aliases – learn how to assign temporary names to columns or
   expressions within a query.
 * Order By – guide you on how to sort the result set returned by a query.
 * Select Distinct  – provide you with a clause that removes duplicate rows in
   the result set.


SECTION 2. FILTERING DATA

 * Where – filter rows based on a specified condition.
 * AND operator – combine two boolean expressions and return true if both
   expressions evaluate to true.
 * OR operator – combine two boolean expressions and return false if either
   expression evaluates to false.
 * Limit – retrieve a subset of rows generated by a query.
 * Fetch– limit the number of rows returned by a query.
 * In – select data that matches any value in a list of values.
 * Between – select data that is a range of values.
 * Like – filter data based on pattern matching.
 * Is Null – check if a value is null or not.


SECTION 3. JOINING MULTIPLE TABLES

 * Joins – show you a brief overview of joins in PostgreSQL.
 * Table aliases – describes how to use table aliases in the query.
 * Inner Join – select rows from one table that have the corresponding rows in
   other tables.
 * Left Join – select rows from one table that may or may not have the
   corresponding rows in other tables.
 * Self-join – join a table to itself by comparing a table to itself.
 * Full Outer Join – use the full join to find a row in a table that does not
   have a matching row in another table.
 * Cross Join – produce a Cartesian product of the rows in two or more tables.
 * Natural Join – join two or more tables using implicit join conditions based
   on the common column names in the joined tables.


SECTION 4. GROUPING DATA

 * Group By – divide rows of a result set into groups and optionally apply an
   aggregate function to each group.
 * Having – apply conditions to groups, which allow you to filter groups.


SECTION 5. SET OPERATIONS

 * Union – combine result sets of multiple queries into a single result set.
 * Intersect – combine the result sets of two or more queries and return a
   single result set containing rows that appear in both result sets.
 * Except – return the rows from the first query that do not appear in the
   output of the second query.


SECTION 6. GROUPING SETS, CUBES, AND ROLLUPS

 * Grouping Sets  – generate multiple grouping sets in reporting.
 * Cube – define multiple grouping sets that include all possible combinations
   of dimensions.
 * Rollup – generate reports that contain totals and subtotals.


SECTION 7. SUBQUERY

 * Subquery – write a query nested inside another query.
 * Correlated Subquery – show you how to use a correlated subquery to perform a
   query that depends on the values of the current row being processed.
 * ANY  – retrieve data by comparing a value with a set of values returned by a
   subquery.
 * ALL – query data by comparing a value with a list of values returned by a
   subquery.
 * EXISTS  – check for the existence of rows returned by a subquery.


SECTION 8. COMMON TABLE EXPRESSIONS

 * PostgreSQL CTE – introduce you to PostgreSQL common table expressions or
   CTEs.
 * Recursive query using CTEs – discuss the recursive query and learn how to
   apply it in various contexts.


SECTION 9. MODIFYING DATA

In this section, you will learn how to insert data into a table with the INSERT
statement, modify existing data with the UPDATE statement, and remove data with
the DELETE statement. Additionally, you will learn how to use the UPSERT
statement to merge data.

 * Insert – guide you on how to insert a single row into a table.
 * Insert multiple rows – show you how to insert multiple rows into a table.
 * Update – update existing data in a table.
 * Update join – update values in a table based on values in another table.
 * Delete – delete data in a table.
 * Upsert – insert or update data if the new row that already exists in the
   table.


SECTION 10. TRANSACTIONS

 * PostgreSQL Transactions – show you how to handle transactions in PostgreSQL
   using BEGIN, COMMIT, and ROLLBACK statements.


SECTION 11. IMPORT & EXPORT DATA

You will learn how to import and export PostgreSQL data from and to CSV file
format using the copy command.

 * Import CSV file into Table – show you how to import CSV file into a table.
 * Export PostgreSQL Table to CSV file – show you how to export tables to a CSV
   file.


SECTION 12. MANAGING TABLES

In this section, you will begin exploring the PostgreSQL data types and learn
how to create new tables and modify the structure of the existing ones.

 * Data types – cover the most commonly used PostgreSQL data types.
 * Create a table – guide you on how to create a new table in the database.
 * Select Into & Create table as– shows you how to create a new table from the
   result set of a query.
 * Auto-increment column with SERIAL – uses SERIAL to add an auto-increment
   column to a table.
 * Sequences – introduce you to sequences and describe how to use a sequence to
   generate a sequence of numbers.
 * Identity column – show you how to use the identity column.
 * Alter table – modify the structure of an existing table.
 * Rename table – change the name of the table to a new one.
 * Add column – show you how to add one or more columns to an existing table.
 * Drop column – demonstrate how to drop a column of a table.
 * Change column data type – show you how to change the data of a column.
 * Rename column – illustrate how to rename one or more columns of a table.
 * Drop table – remove an existing table and all of its dependent objects.
 * Truncate table – remove all data in a large table quickly and efficiently.
 * Temporary table – show you how to use the temporary table.
 * Copy a table – show you how to copy a table to a new one.


SECTION 13. POSTGRESQL CONSTRAINTS

 * Primary key – illustrate how to define a primary key when creating a table or
   adding a primary key to an existing table.
 * Foreign key – show you how to define foreign key constraints when creating a
   new table or adding foreign key constraints for existing tables.
 * DELETE CASCADE – show you how to automatically delete rows in child tables
   when the corresponding rows in the parent table are deleted.
 * CHECK constraint – add logic to check value based on a Boolean expression.
 * UNIQUE constraint – ensure that values in a column or a group of columns are
   unique across the table.
 * NOT NULL constraint – ensure values in a column are not NULL.
 * DEFAULT constraint – specify a default value for a column using the DEFAULT
   constraint.


SECTION 14. POSTGRESQL DATA TYPES IN DEPTH

 * Boolean – store TRUE and FALSE values with the Boolean data type.
 * CHAR, VARCHAR, and TEXT – learn how to use various character types including
   CHAR, VARCHAR, and TEXT.
 * NUMERIC – show you how to use NUMERIC type to store values that precision is
   required.
 * DOUBLE PRECISION – learn to store inexact, variable-precision numbers in the
   database. The DOUBLE PRECISION type is also known as the FLOAT type.
 * REAL – guide you on how to use single-precision floating-point numbers in the
   database.
 * Integer – introduce you to various integer types in PostgreSQL including
   SMALLINT, INT and BIGINT.
 * DATE  – introduce the DATE data type for storing date values.
 * Timestamp – understand timestamp data types quickly.
 * Interval – show you how to use interval data type to handle a period
   effectively.
 * TIME – use the TIME datatype to manage the time of day values.
 * UUID – guide you on how to use UUID datatype and how to generate UUID values
   using supplied modules.
 * Array – show you how to work with arrays and introduce you to some handy
   functions for array manipulation.
 * hstore – introduce you to the hstore data type which is a set of key/value
   pairs stored in a single value in PostgreSQL.
 * JSON – illustrate how to work with JSON data type and use some of the most
   important JSON operators and functions.
 * User-defined data types – show you how to use the CREATE DOMAIN and CREATE
   TYPE statements to create user-defined data types.
 * Enum – learn how to create an enum type that defines a list of fixed values
   for a column.
 * XML – show you how to store XML documents in the database using the XML data
   type.
 * BYTEA – learn how to store binary strings in the database.
 * Composite Types – show you how to define a composite type that consists of
   multiple fields.


SECTION 15. CONDITIONAL EXPRESSIONS & OPERATORS

 * CASE – show you how to form conditional queries with CASE expression.
 * COALESCE – return the first non-null argument. You can use it to
   substitute NULL by a default value.
 * NULLIF – return NULL if the first argument equals the second one.
 * CAST – convert from one data type into another e.g., from a string into an
   integer, from a string into a date.


SECTION 16. POSTGRESQL UTILITIES

 * psql commands – show you the most common psql commands that help you interact
   with psql faster and more effectively.


SECTION 17. POSTGRESQL RECIPES

 * How to compare two tables – describe how to compare data in two tables in a
   database.
 * How to delete duplicate rows in PostgreSQL – show you various ways to delete
   duplicate rows from a table.
 * How to generate a random number in a range  – illustrate how to generate a
   random number in a specific range.
 * EXPLAIN statement– guide you on how to use the EXPLAIN statement to return
   the execution plan of a query.
 * PostgreSQL vs. MySQL – compare PostgreSQL with MySQL in terms of
   functionalities.


ADVANCED POSTGRESQL TUTORIAL

This advanced PostgreSQL tutorial covers the advanced concepts including stored
procedures, indexes, views, triggers, and database administrations.


POSTGRESQL PL/PGSQL

This PostgreSQL stored procedures section shows you step by step how to develop
PostgreSQL user-defined functions using PL/pgSQL procedural language.


POSTGRESQL TRIGGERS

This section provides you with PostgreSQL trigger concept and shows how to
manage triggers in PostgreSQL.


POSTGRESQL VIEWS

This section introduces you to PostgreSQL views concept and shows you how to
manage views in the database.


POSTGRESQL INDEXES

In this tutorial, you will learn how to use PostgreSQL indexes to enhance the
data retrieval speed and various index types.


POSTGRESQL ADMINISTRATION

PostgreSQL administration covers common database administrative tasks including
role and database management, backup, and restore.
Search for:


POSTGRESQL QUICK START

 * What is PostgreSQL?
 * PostgreSQL Sample Database
 * Install PostgreSQL on Windows
 * Connect to Database
 * Load Sample Database
 * Install PostgreSQL on macOS
 * Install PostgreSQL on Linux




QUERYING DATA

 * SELECT
 * Column Aliases
 * ORDER BY
 * SELECT DISTINCT


FILTERING DATA

 * WHERE
 * AND Operator
 * OR Operator
 * LIMIT
 * FETCH
 * IN
 * BETWEEN
 * LIKE
 * IS NULL




JOIN TABLES

 * Joins
 * Table Aliases
 * INNER JOIN
 * LEFT JOIN
 * RIGHT JOIN
 * SELF-JOIN
 * FULL OUTER JOIN
 * Cross Join
 * Natural Join


GROUP DATA

 * GROUP BY
 * HAVING
 * GROUPING SETS
 * CUBE
 * ROLLUP


SET OPERATIONS

 * UNION
 * INTERSECT
 * EXCEPT


COMMON TABLE EXPRESSION (CTE)

 * Common Table Expression (CTE)
 * Recursive CTE


MODIFYING DATA

 * INSERT
 * INSERT Multiple Rows
 * UPDATE
 * UPDATE Join
 * DELETE
 * DELETE Join
 * Upsert
 * MERGE


TRANSACTIONS

 * PostgreSQL Transaction


IMPORT / EXPORT

 * Import CSV File into Table
 * Export Table to CSV File


SUBQUERY

 * Subquery
 * Correlated Subquery
 * ANY Operator
 * ALL Operator
 * EXISTS Operator


MANAGING TABLES

 * PostgreSQL Data Types
 * Create Table
 * Select Into
 * Create Table As
 * SERIAL
 * Sequences
 * Identity Column
 * Generated Columns
 * Alter Table
 * Rename Table
 * Add Column
 * Drop Column
 * Change Column’s Data Type
 * Rename Column
 * Drop Table
 * Temporary Table
 * Truncate Table




DATABASE CONSTRAINTS

 * Primary Key
 * Foreign Key
 * CHECK Constraint
 * UNIQUE Constraint
 * NOT NULL Constraint
 * DEFAULT Constraint


POSTGRESQL DATA TYPES

 * Boolean
 * CHAR, VARCHAR, and TEXT
 * NUMERIC
 * DOUBLE PRECISION
 * REAL
 * Integer
 * SERIAL
 * DATE
 * TIMESTAMP
 * Interval
 * TIME
 * UUID
 * JSON
 * HSTORE
 * Array
 * User-defined Data Types
 * Enum
 * XML
 * BYTEA
 * Composite Types


SET OPERATORS

 * UNION
 * INTERSECT
 * EXCEPT


CONDITIONAL EXPRESSIONS & OPERATORS

 * CASE
 * COALESCE
 * NULLIF
 * CAST




ABOUT POSTGRESQLTUTORIAL.COM

PostgreSQLTutorial.com provides you with useful PostgreSQL tutorials to help you
up-to-date with the latest PostgreSQL features and technologies. All PostgreSQL
tutorials are simple, easy-to-follow and practical.


LATEST TUTORIALS

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 * PostgreSQL BYTEA Data Type
 * PostgreSQL XML Data Type
 * PostgreSQL enum
 * PostgreSQL REAL Data Type
 * PostgreSQL LOG() Function
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XANDR, INC.

Cookie duration: 90 (days).

Data collected and processed: Precise location data, Browsing and interaction
data, IP addresses, Users’ profiles, Authentication-derived identifiers, Privacy
choices, Device characteristics, Non-precise location data, Device identifiers

more

Cookie duration resets each session. Uses other forms of storage.


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ConsentLegitimate interesthelp_outline


NEORY GMBH

Cookie duration: 90 (days).

Data collected and processed: User-provided data, Browsing and interaction data,
IP addresses, Users’ profiles, Authentication-derived identifiers, Privacy
choices, Probabilistic identifiers, Device characteristics, Non-precise location
data, Device identifiers

more

Cookie duration resets each session.


View details | Privacy policylaunch
Consent


NEXXEN GROUP LLC

Cookie duration: 365 (days).

Data collected and processed: IP addresses, Users’ profiles, Privacy choices,
Probabilistic identifiers, Device characteristics, Non-precise location data,
Device identifiers

more

Cookie duration resets each session.


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NEURAL.ONE

Cookie duration: 365 (days).

Data collected and processed: Browsing and interaction data, IP addresses,
Privacy choices, Probabilistic identifiers, Device characteristics, Non-precise
location data

more

Cookie duration resets each session. Uses other forms of storage.


View details | Storage details | Privacy policylaunch
Consent


ADITION (VIRTUAL MINDS GMBH)

Cookie duration: 365 (days).

Data collected and processed: Precise location data, User-provided data,
Browsing and interaction data, IP addresses, Users’ profiles, Privacy choices,
Probabilistic identifiers, Device characteristics, Non-precise location data,
Device identifiers

more

Cookie duration resets each session.


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Consent


ACTIVE AGENT (VIRTUAL MINDS GMBH)

Cookie duration: 365 (days).

Data collected and processed: Precise location data, User-provided data,
Browsing and interaction data, IP addresses, Users’ profiles, Privacy choices,
Probabilistic identifiers, Device characteristics, Non-precise location data,
Device identifiers

more

Cookie duration resets each session.


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Consent


TABOOLA EUROPE LIMITED

Cookie duration: 366 (days).

Data collected and processed: Browsing and interaction data, IP addresses,
Users’ profiles, Privacy choices, Probabilistic identifiers, Device
characteristics, Non-precise location data, Device identifiers

more

Cookie duration resets each session. Uses other forms of storage.


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Consent


EQUATIV

Cookie duration: 396 (days).

Data collected and processed: Precise location data, Browsing and interaction
data, IP addresses, Users’ profiles, Authentication-derived identifiers, Privacy
choices, Probabilistic identifiers, Device characteristics, Non-precise location
data, Device identifiers

more

Uses other forms of storage.


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Consent


ADFORM A/S

Cookie duration: 3650 (days).

Data collected and processed: User-provided data, Browsing and interaction data,
IP addresses, Users’ profiles, Authentication-derived identifiers, Privacy
choices, Probabilistic identifiers, Device characteristics, Non-precise location
data, Device identifiers

more

Cookie duration resets each session.


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ConsentLegitimate interesthelp_outline


MAGNITE, INC.

Cookie duration: 365 (days).

Data collected and processed: Precise location data, Browsing and interaction
data, IP addresses, Privacy choices, Probabilistic identifiers, Device
characteristics, Non-precise location data, Device identifiers

more

Uses other forms of storage.


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ConsentLegitimate interesthelp_outline


RATEGAIN ADARA INC

Cookie duration: 730 (days).

Data collected and processed: User-provided data, Browsing and interaction data,
IP addresses, Users’ profiles, Authentication-derived identifiers, Privacy
choices, Device characteristics, Non-precise location data, Device identifiers

more




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Consent


SIFT MEDIA, INC

Doesn't use cookies.

Data collected and processed: Precise location data, IP addresses, Device
characteristics, Non-precise location data, Device identifiers

more




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Consent


RAKUTEN MARKETING LLC

Cookie duration: 730 (days).

Data collected and processed: User-provided data, Browsing and interaction data,
IP addresses, Users’ profiles, Authentication-derived identifiers, Privacy
choices, Probabilistic identifiers, Device characteristics, Non-precise location
data, Device identifiers

more

Cookie duration resets each session. Uses other forms of storage.


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LUMEN RESEARCH LIMITED

Doesn't use cookies.

Data collected and processed: Browsing and interaction data, IP addresses,
Device characteristics, Non-precise location data

more




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Legitimate interesthelp_outline


AMAZON AD SERVER

Cookie duration: 396 (days).

Data collected and processed: Browsing and interaction data, IP addresses,
Users’ profiles, Authentication-derived identifiers, Privacy choices, Device
characteristics, Non-precise location data, Device identifiers

more

Cookie duration resets each session. Uses other forms of storage.


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OPENX

Cookie duration: 365 (days).

Data collected and processed: Browsing and interaction data, IP addresses,
Privacy choices, Device characteristics, Non-precise location data, Device
identifiers

more

Cookie duration resets each session.


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Consent


YIELDLAB (VIRTUAL MINDS GMBH)

Cookie duration: 365 (days).

Data collected and processed: Precise location data, User-provided data,
Browsing and interaction data, IP addresses, Users’ profiles, Privacy choices,
Device characteristics, Non-precise location data, Device identifiers

more

Cookie duration resets each session.


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Consent


ROKU ADVERTISING SERVICES

Cookie duration: 396 (days).

Data collected and processed: Precise location data, User-provided data,
Browsing and interaction data, IP addresses, Users’ profiles,
Authentication-derived identifiers, Privacy choices, Probabilistic identifiers,
Device characteristics, Non-precise location data, Device identifiers

more

Cookie duration resets each session. Uses other forms of storage.


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ConsentLegitimate interesthelp_outline


NANO INTERACTIVE GROUP LTD.

Doesn't use cookies.

Data collected and processed: Browsing and interaction data, Device
characteristics, Non-precise location data

more




View details | Privacy policylaunch
Consent


SIMPLIFI HOLDINGS LLC

Cookie duration: 366 (days).

Data collected and processed: Precise location data, IP addresses, Device
identifiers

more

Uses other forms of storage.


View details | Privacy policylaunch
Consent


PUBMATIC, INC

Cookie duration: 365 (days).

Data collected and processed: Precise location data, User-provided data,
Browsing and interaction data, IP addresses, Users’ profiles,
Authentication-derived identifiers, Privacy choices, Probabilistic identifiers,
Device characteristics, Non-precise location data, Device identifiers

more

Uses other forms of storage.


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ConsentLegitimate interesthelp_outline


COMSCORE B.V.

Cookie duration: 720 (days).

Data collected and processed: User-provided data, Browsing and interaction data,
IP addresses, Authentication-derived identifiers, Privacy choices, Probabilistic
identifiers, Device characteristics, Device identifiers

more

Cookie duration resets each session. Uses other forms of storage.


View details | Privacy policylaunch
Consent


FLASHTALKING

Cookie duration: 730 (days).

Data collected and processed: Browsing and interaction data, IP addresses,
Users’ profiles, Authentication-derived identifiers, Privacy choices,
Probabilistic identifiers, Device characteristics, Non-precise location data,
Device identifiers

more




View details | Privacy policylaunch
Consent


SHARETHROUGH, INC

Cookie duration: 30 (days).

Data collected and processed: Browsing and interaction data, IP addresses,
Users’ profiles, Privacy choices, Device characteristics, Non-precise location
data, Device identifiers

more

Cookie duration resets each session. Uses other forms of storage.


View details | Storage details | Privacy policylaunch
Consent


PULSEPOINT, INC.

Cookie duration: 365 (days).

Data collected and processed: IP addresses, Device characteristics, Device
identifiers

more

Cookie duration resets each session. Uses other forms of storage.


View details | Privacy policylaunch
Consent


SMAATO, INC.

Cookie duration: 21 (days).

Data collected and processed: Precise location data, User-provided data,
Browsing and interaction data, IP addresses, Users’ profiles,
Authentication-derived identifiers, Privacy choices, Device characteristics,
Non-precise location data, Device identifiers

more

Cookie duration resets each session. Uses other forms of storage.


View details | Storage details | Privacy policylaunch
ConsentLegitimate interesthelp_outline


SEMASIO GMBH

Cookie duration: 366 (days).

Data collected and processed: Browsing and interaction data, IP addresses,
Privacy choices, Device identifiers

more

Cookie duration resets each session.


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Consent


CRIMTAN HOLDINGS LIMITED

Cookie duration: 365 (days).

Data collected and processed: Precise location data, User-provided data,
Browsing and interaction data, IP addresses, Users’ profiles,
Authentication-derived identifiers, Privacy choices, Probabilistic identifiers,
Device characteristics, Non-precise location data, Device identifiers

more

Cookie duration resets each session.


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GENIUS SPORTS UK LIMITED

Cookie duration: 365 (days).

Data collected and processed: Browsing and interaction data, IP addresses,
Users’ profiles, Authentication-derived identifiers, Privacy choices,
Probabilistic identifiers, Device characteristics, Non-precise location data,
Device identifiers

more

Cookie duration resets each session.


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Consent


CRITEO SA

Cookie duration: 390 (days).

Data collected and processed: Browsing and interaction data, IP addresses,
Users’ profiles, Authentication-derived identifiers, Privacy choices,
Probabilistic identifiers, Device characteristics, Non-precise location data,
Device identifiers

more

Uses other forms of storage.


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Consent


ADLOOX SA

Doesn't use cookies.

Data collected and processed: Browsing and interaction data, IP addresses,
Probabilistic identifiers, Device characteristics, Non-precise location data,
Device identifiers

more

Uses other forms of storage.


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BLIS GLOBAL LIMITED

Cookie duration: 400 (days).

Data collected and processed: Precise location data, User-provided data,
Browsing and interaction data, IP addresses, Users’ profiles,
Authentication-derived identifiers, Privacy choices, Probabilistic identifiers,
Device characteristics, Non-precise location data, Device identifiers

more

Cookie duration resets each session. Uses other forms of storage.


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Consent


LOTAME SOLUTIONS, INC

Cookie duration: 274 (days).

Data collected and processed: User-provided data, Browsing and interaction data,
IP addresses, Users’ profiles, Authentication-derived identifiers, Privacy
choices, Probabilistic identifiers, Device characteristics, Device identifiers

more

Cookie duration resets each session. Uses other forms of storage.


View details | Privacy policylaunch
Consent


LIVERAMP

Cookie duration: 365 (days).

Data collected and processed: Browsing and interaction data, IP addresses,
Authentication-derived identifiers, Privacy choices, Device characteristics,
Non-precise location data, Device identifiers

more

Cookie duration resets each session. Uses other forms of storage.


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Consent


GROUPM UK LIMITED

Cookie duration: 395 (days).

Data collected and processed: Precise location data, Browsing and interaction
data, IP addresses, Authentication-derived identifiers, Privacy choices,
Probabilistic identifiers, Device characteristics, Non-precise location data,
Device identifiers

more

Cookie duration resets each session.


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SONOBI, INC

Cookie duration: 60 (days).

Data collected and processed: IP addresses, Non-precise location data, Device
identifiers

more




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LOOPME LIMITED

Cookie duration: 90 (days).

Data collected and processed: Precise location data, User-provided data,
Browsing and interaction data, IP addresses, Users’ profiles, Privacy choices,
Probabilistic identifiers, Device characteristics, Non-precise location data,
Device identifiers

more

Cookie duration resets each session. Uses other forms of storage.


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Consent


DYNATA LLC

Cookie duration: 365 (days).

Data collected and processed: User-provided data, Browsing and interaction data,
IP addresses, Users’ profiles, Authentication-derived identifiers, Privacy
choices, Device characteristics, Non-precise location data, Device identifiers

more

Cookie duration resets each session.


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Consent


ASK LOCALA

Doesn't use cookies.

Data collected and processed: Precise location data, IP addresses, Privacy
choices, Device characteristics, Non-precise location data, Device identifiers

more

Uses other forms of storage.


View details | Privacy policylaunch
Consent


AZIRA

Doesn't use cookies.

Data collected and processed: Precise location data, Browsing and interaction
data, IP addresses, Users’ profiles, Privacy choices, Device characteristics,
Non-precise location data, Device identifiers

more

Uses other forms of storage.


View details | Privacy policylaunch
ConsentLegitimate interesthelp_outline


DOUBLEVERIFY INC.

Doesn't use cookies.

Data collected and processed: Browsing and interaction data, IP addresses,
Privacy choices, Probabilistic identifiers, Device characteristics, Non-precise
location data

more




View details | Privacy policylaunch
Legitimate interesthelp_outline


BIDSWITCH GMBH

Cookie duration: 365 (days).

Data collected and processed: Precise location data, Browsing and interaction
data, IP addresses, Authentication-derived identifiers, Privacy choices,
Probabilistic identifiers, Device characteristics, Non-precise location data,
Device identifiers

more

Cookie duration resets each session. Uses other forms of storage.


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Consent


IPONWEB GMBH

Cookie duration: 365 (days).

Data collected and processed: User-provided data, Browsing and interaction data,
IP addresses, Authentication-derived identifiers, Privacy choices, Device
characteristics, Non-precise location data, Device identifiers

more

Cookie duration resets each session. Uses other forms of storage.


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Consent


NEXTROLL, INC.

Cookie duration: 183 (days).

Data collected and processed: User-provided data, Browsing and interaction data,
IP addresses, Users’ profiles, Privacy choices, Device characteristics,
Non-precise location data, Device identifiers

more

Cookie duration resets each session.


View details | Privacy policylaunch
Consent


TEADS FRANCE SAS

Cookie duration: 365 (days).

Data collected and processed: Browsing and interaction data, IP addresses,
Users’ profiles, Privacy choices, Probabilistic identifiers, Device
characteristics, Non-precise location data, Device identifiers

more

Uses other forms of storage.


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ConsentLegitimate interesthelp_outline


STRÖER SSP GMBH (SSP)

Cookie duration: 365 (days).

Data collected and processed: Browsing and interaction data, IP addresses,
Users’ profiles, Privacy choices, Probabilistic identifiers, Device
characteristics, Non-precise location data, Device identifiers

more

Uses other forms of storage.


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ConsentLegitimate interesthelp_outline


OS DATA SOLUTIONS GMBH &AMP; CO. KG

Cookie duration: 90 (days).

Data collected and processed: User-provided data, Browsing and interaction data,
IP addresses, Users’ profiles, Privacy choices, Probabilistic identifiers,
Device characteristics, Non-precise location data, Device identifiers

more

Uses other forms of storage.


View details | Storage details | Privacy policylaunch
ConsentLegitimate interesthelp_outline


PERMODO GMBH

Doesn't use cookies.

Data collected and processed: Browsing and interaction data, IP addresses,
Users’ profiles, Privacy choices, Device characteristics, Non-precise location
data, Device identifiers

more

Uses other forms of storage.


View details | Privacy policylaunch
Consent


PLATFORM161 B.V.

Cookie duration: 396 (days).

Data collected and processed: Precise location data, Browsing and interaction
data, IP addresses, Users’ profiles, Privacy choices, Probabilistic identifiers,
Device characteristics, Non-precise location data, Device identifiers

more

Cookie duration resets each session. Uses other forms of storage.


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Consent


MEDIA.NET ADVERTISING FZ-LLC

Cookie duration: 2190 (days).

Data collected and processed: User-provided data, Browsing and interaction data,
IP addresses, Users’ profiles, Authentication-derived identifiers, Privacy
choices, Probabilistic identifiers, Device characteristics, Non-precise location
data, Device identifiers

more

Cookie duration resets each session. Uses other forms of storage.


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ADACADO TECHNOLOGIES INC. (DBA ADACADO)

Cookie duration: 365 (days).

Data collected and processed: Browsing and interaction data, IP addresses,
Privacy choices, Non-precise location data

more

Cookie duration resets each session.


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Consent


BASIS GLOBAL TECHNOLOGIES, INC.

Cookie duration: 365 (days).

Data collected and processed: Precise location data, Browsing and interaction
data, IP addresses, Users’ profiles, Authentication-derived identifiers, Privacy
choices, Device characteristics, Non-precise location data, Device identifiers

more

Cookie duration resets each session.


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ConsentLegitimate interesthelp_outline


SMADEX, S.L.U.

Cookie duration: 365 (days).

Data collected and processed: User-provided data, IP addresses, Users’ profiles,
Privacy choices, Probabilistic identifiers, Device characteristics, Non-precise
location data, Device identifiers

more

Cookie duration resets each session.


View details | Storage details | Privacy policylaunch
Consent


BOMBORA INC.

Cookie duration: 365 (days).

Data collected and processed: Browsing and interaction data, IP addresses,
Users’ profiles, Authentication-derived identifiers, Device characteristics,
Non-precise location data, Device identifiers

more

Cookie duration resets each session. Uses other forms of storage.


View details | Storage details | Privacy policylaunch
ConsentLegitimate interesthelp_outline


EASYMEDIA GMBH

Cookie duration: 365 (days).

Data collected and processed: Precise location data, Browsing and interaction
data, IP addresses, Users’ profiles, Privacy choices, Probabilistic identifiers,
Device characteristics, Non-precise location data, Device identifiers

more

Cookie duration resets each session.


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Consent


YIELDMO, INC.

Cookie duration: 365 (days).

Data collected and processed: Browsing and interaction data, IP addresses,
Users’ profiles, Authentication-derived identifiers, Privacy choices,
Probabilistic identifiers, Device characteristics, Non-precise location data,
Device identifiers

more

Cookie duration resets each session.


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Consent


REMERGE GMBH

Doesn't use cookies.

Data collected and processed: Browsing and interaction data, IP addresses,
Device characteristics, Non-precise location data, Device identifiers

more

Uses other forms of storage.


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ADVANCED STORE GMBH

Cookie duration: 365 (days).

Data collected and processed: Device identifiers

more

Cookie duration resets each session. Uses other forms of storage.


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ConsentLegitimate interesthelp_outline


MAGNITE CTV, INC.

Cookie duration: 366 (days).

Data collected and processed: Precise location data, Browsing and interaction
data, IP addresses, Privacy choices, Probabilistic identifiers, Device
characteristics, Non-precise location data, Device identifiers

more




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ConsentLegitimate interesthelp_outline


DELTA PROJECTS AB

Cookie duration: 365 (days).

Data collected and processed: Precise location data, User-provided data,
Browsing and interaction data, IP addresses, Users’ profiles,
Authentication-derived identifiers, Privacy choices, Probabilistic identifiers,
Device characteristics, Non-precise location data, Device identifiers

more




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ConsentLegitimate interesthelp_outline


USEMAX ADVERTISEMENT (EMEGO GMBH)

Cookie duration: 365 (days).

Data collected and processed: Users’ profiles

more

Cookie duration resets each session.


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Consent


EMETRIQ GMBH

Cookie duration: 365 (days).

Data collected and processed: User-provided data, Browsing and interaction data,
IP addresses, Users’ profiles, Authentication-derived identifiers, Privacy
choices, Probabilistic identifiers, Device characteristics, Non-precise location
data, Device identifiers

more

Cookie duration resets each session. Uses other forms of storage.


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Consent


PUBLICIS MEDIA GMBH

Cookie duration: 1825 (days).

Data collected and processed: User-provided data, Browsing and interaction data,
IP addresses, Users’ profiles, Authentication-derived identifiers, Privacy
choices, Probabilistic identifiers, Device characteristics, Non-precise location
data, Device identifiers

more

Cookie duration resets each session. Uses other forms of storage.


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Consent


M.D. PRIMIS TECHNOLOGIES LTD.

Cookie duration: 25 (days).

Data collected and processed: User-provided data, Browsing and interaction data,
IP addresses, Privacy choices, Probabilistic identifiers, Device
characteristics, Non-precise location data, Device identifiers

more




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ConsentLegitimate interesthelp_outline


ONETAG LIMITED

Cookie duration: 396 (days).

Data collected and processed: Browsing and interaction data, IP addresses,
Privacy choices, Device characteristics, Non-precise location data, Device
identifiers

more

Cookie duration resets each session. Uses other forms of storage.


View details | Storage details | Privacy policylaunch
Consent


CLOUD TECHNOLOGIES S.A.

Cookie duration: 365 (days).

Data collected and processed: Browsing and interaction data, IP addresses,
Users’ profiles, Authentication-derived identifiers, Privacy choices, Device
characteristics, Non-precise location data, Device identifiers

more

Cookie duration resets each session.


View details | Privacy policylaunch
Consent


SMARTOLOGY LIMITED

Doesn't use cookies.

Data collected and processed: IP addresses

more

Uses other forms of storage.


View details | Privacy policylaunch
ConsentLegitimate interesthelp_outline


IMPROVE DIGITAL

Cookie duration: 90 (days).

Data collected and processed: Precise location data, User-provided data,
Browsing and interaction data, IP addresses, Users’ profiles,
Authentication-derived identifiers, Privacy choices, Probabilistic identifiers,
Device characteristics, Non-precise location data, Device identifiers

more

Cookie duration resets each session.


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ConsentLegitimate interesthelp_outline


DT EXCHANGE (FYBER MONETIZATION LTD.)

Doesn't use cookies.

Data collected and processed: IP addresses, Privacy choices, Device
characteristics, Device identifiers

more

Uses other forms of storage.


View details | Privacy policylaunch
Consent


ADOBE ADVERTISING CLOUD

Cookie duration: 365 (days).

Data collected and processed: IP addresses, Authentication-derived identifiers,
Privacy choices, Device identifiers

more




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ConsentLegitimate interesthelp_outline


BANNERFLOW AB

Cookie duration: 366 (days).

Data collected and processed: IP addresses, Privacy choices, Device
characteristics, Non-precise location data

more




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ConsentLegitimate interesthelp_outline


TABMO SAS

Doesn't use cookies.

Data collected and processed: Precise location data, User-provided data,
Browsing and interaction data, IP addresses, Users’ profiles, Privacy choices,
Probabilistic identifiers, Device characteristics, Non-precise location data,
Device identifiers

more

Uses other forms of storage.


View details | Privacy policylaunch
Consent


INTEGRAL AD SCIENCE (INCORPORATING ADMANTX)

Doesn't use cookies.

Data collected and processed: Browsing and interaction data, IP addresses,
Privacy choices, Device characteristics, Non-precise location data

more




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Legitimate interesthelp_outline


WIZALY

Cookie duration: 365 (days).

Data collected and processed: Browsing and interaction data, IP addresses,
Authentication-derived identifiers, Privacy choices, Device characteristics,
Non-precise location data

more

Cookie duration resets each session. Uses other forms of storage.


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Consent


WEBORAMA

Cookie duration: 393 (days).

Data collected and processed: User-provided data, Browsing and interaction data,
IP addresses, Users’ profiles, Authentication-derived identifiers, Privacy
choices, Probabilistic identifiers, Device characteristics, Non-precise location
data, Device identifiers

more

Uses other forms of storage.


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ConsentLegitimate interesthelp_outline


JIVOX CORPORATION

Cookie duration: 30 (days).

Data collected and processed: Precise location data, Browsing and interaction
data, IP addresses, Users’ profiles, Privacy choices, Non-precise location data,
Device identifiers

more

Cookie duration resets each session.


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Consent


SAGE&#43;ARCHER BV

Doesn't use cookies.

Data collected and processed: Non-precise location data

more




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Consent


ON DEVICE RESEARCH LIMITED

Cookie duration: 30 (days).

Data collected and processed: Precise location data, User-provided data,
Browsing and interaction data, IP addresses, Device characteristics, Non-precise
location data, Device identifiers

more




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Consent


ROCKABOX MEDIA LTD

Doesn't use cookies.

Data collected and processed: Browsing and interaction data, IP addresses,
Device characteristics, Non-precise location data

more




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Legitimate interesthelp_outline


MOBFOX US LLC

Cookie duration: 14 (days).

Data collected and processed: Precise location data, IP addresses, Probabilistic
identifiers, Device characteristics, Non-precise location data, Device
identifiers

more

Cookie duration resets each session.


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Consent


EXACTAG GMBH

Cookie duration: 180 (days).

Data collected and processed: Browsing and interaction data, IP addresses,
Authentication-derived identifiers, Privacy choices, Device characteristics,
Device identifiers

more

Cookie duration resets each session.


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Consent


CELTRA INC.

Doesn't use cookies.

Data collected and processed: Precise location data, IP addresses, Device
characteristics, Device identifiers

more

Uses other forms of storage.


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Consent


MAINADV SRL

Cookie duration: 30 (days).

Data collected and processed: User-provided data, Browsing and interaction data,
IP addresses, Privacy choices, Device characteristics, Non-precise location
data, Device identifiers

more

Uses other forms of storage.


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Consent


GEMIUS SA

Cookie duration: 1825 (days).

Data collected and processed: Browsing and interaction data, Users’ profiles,
Privacy choices, Device characteristics, Device identifiers

more

Cookie duration resets each session. Uses other forms of storage.


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Consent


INMOBI PTE LTD

Doesn't use cookies.

Data collected and processed: Precise location data, User-provided data,
Browsing and interaction data, IP addresses, Users’ profiles, Probabilistic
identifiers, Device characteristics, Non-precise location data, Device
identifiers

more

Uses other forms of storage.


View details | Privacy policylaunch
Consent


THE KANTAR GROUP LIMITED

Cookie duration: 914 (days).

Data collected and processed: Browsing and interaction data, IP addresses,
Privacy choices, Device characteristics, Non-precise location data, Device
identifiers

more

Cookie duration resets each session. Uses other forms of storage.


View details | Privacy policylaunch
Consent


NIELSEN MEDIA RESEARCH LTD.

Cookie duration: 120 (days).

Data collected and processed: Browsing and interaction data, IP addresses,
Privacy choices, Device characteristics, Device identifiers

more

Cookie duration resets each session. Uses other forms of storage.


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SOLOCAL SA

Cookie duration: 396 (days).

Data collected and processed: Precise location data, User-provided data,
Browsing and interaction data, IP addresses, Users’ profiles, Privacy choices,
Device characteristics, Non-precise location data, Device identifiers

more

Cookie duration resets each session. Uses other forms of storage.


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PIXALATE, INC.

Doesn't use cookies.

Data collected and processed: Browsing and interaction data, IP addresses,
Device characteristics, Non-precise location data, Device identifiers

more




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Consent


ORACLE ADVERTISING

Cookie duration: 180 (days).

Data collected and processed: User-provided data, Browsing and interaction data,
IP addresses, Users’ profiles, Authentication-derived identifiers, Privacy
choices, Device characteristics, Non-precise location data, Device identifiers

more

Uses other forms of storage.


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NUMBERLY

Cookie duration: 180 (days).

Data collected and processed: User-provided data, Browsing and interaction data,
IP addresses, Users’ profiles, Authentication-derived identifiers, Privacy
choices, Device characteristics, Non-precise location data, Device identifiers

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Cookie duration resets each session.


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AUDIENCEPROJECT A/S

Cookie duration: 365 (days).

Data collected and processed: User-provided data, Browsing and interaction data,
IP addresses, Users’ profiles, Authentication-derived identifiers, Privacy
choices, Probabilistic identifiers, Device characteristics, Non-precise location
data, Device identifiers

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Cookie duration resets each session. Uses other forms of storage.


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DEMANDBASE, INC.

Cookie duration: 730 (days).

Data collected and processed: Precise location data, User-provided data,
Browsing and interaction data, IP addresses, Users’ profiles, Privacy choices,
Probabilistic identifiers, Device characteristics, Non-precise location data,
Device identifiers

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Cookie duration resets each session. Uses other forms of storage.


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EFFILIATION / EFFINITY

Cookie duration: 30 (days).

Data collected and processed: Device characteristics

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Cookie duration resets each session.


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ARRIVALIST CO.

Cookie duration: 365 (days).

Data collected and processed: IP addresses, Non-precise location data

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Cookie duration resets each session.


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SEENTHIS AB

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COMMANDERS ACT

Cookie duration: 365 (days).

Data collected and processed: IP addresses, Device identifiers

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TRAVEL AUDIENCE GMBH

Cookie duration: 397 (days).

Data collected and processed: Precise location data, Browsing and interaction
data, IP addresses, Users’ profiles, Authentication-derived identifiers,
Probabilistic identifiers, Device characteristics, Non-precise location data,
Device identifiers

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Cookie duration resets each session. Uses other forms of storage.


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HUMAN

Doesn't use cookies.

Data collected and processed: IP addresses, Probabilistic identifiers, Device
characteristics, Non-precise location data, Device identifiers

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ADLUDIO LTD.

Doesn't use cookies.

Data collected and processed: Device characteristics

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BLENDEE SRL

Cookie duration: 366 (days).

Data collected and processed: User-provided data, Browsing and interaction data,
IP addresses, Users’ profiles, Authentication-derived identifiers, Privacy
choices, Device characteristics, Non-precise location data, Device identifiers

more

Cookie duration resets each session. Uses other forms of storage.


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INNOVID LLC

Cookie duration: 90 (days).

Data collected and processed: Browsing and interaction data, IP addresses,
Privacy choices, Device characteristics, Non-precise location data, Device
identifiers

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Cookie duration resets each session.


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PAPIRFLY AS

Doesn't use cookies.

Data collected and processed: Device characteristics

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NEUSTAR, INC., A TRANSUNION COMPANY

Cookie duration: 365 (days).

Data collected and processed: User-provided data, Browsing and interaction data,
IP addresses, Users’ profiles, Authentication-derived identifiers, Privacy
choices, Probabilistic identifiers, Device characteristics, Non-precise location
data, Device identifiers

more

Cookie duration resets each session. Uses other forms of storage.


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VERVE GROUP EUROPE GMBH

Doesn't use cookies.

Data collected and processed: Precise location data, User-provided data,
Browsing and interaction data, IP addresses, Users’ profiles,
Authentication-derived identifiers, Privacy choices, Device characteristics,
Non-precise location data, Device identifiers

more

Uses other forms of storage.


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OTTO (GMBH &AMP; CO KG)

Cookie duration: 365 (days).

Data collected and processed: User-provided data, Browsing and interaction data,
IP addresses, Users’ profiles, Privacy choices, Device identifiers

more

Cookie duration resets each session. Uses other forms of storage.


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ADOBE AUDIENCE MANAGER, ADOBE EXPERIENCE PLATFORM

Cookie duration: 180 (days).

Data collected and processed: Precise location data, User-provided data,
Browsing and interaction data, IP addresses, Users’ profiles,
Authentication-derived identifiers, Privacy choices, Probabilistic identifiers,
Device characteristics, Non-precise location data, Device identifiers

more

Cookie duration resets each session.


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LOCALSENSOR B.V.

Doesn't use cookies.

Data collected and processed: Precise location data, IP addresses, Privacy
choices, Device characteristics, Non-precise location data, Device identifiers

more

Uses other forms of storage.


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ONLINE SOLUTION

Cookie duration: 365 (days).

Data collected and processed: Precise location data, User-provided data,
Browsing and interaction data, IP addresses, Users’ profiles, Privacy choices,
Probabilistic identifiers, Device characteristics, Non-precise location data,
Device identifiers

more

Cookie duration resets each session. Uses other forms of storage.


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RELAY42 NETHERLANDS B.V.

Cookie duration: 730 (days).

Data collected and processed: User-provided data, Browsing and interaction data,
IP addresses, Users’ profiles, Privacy choices, Probabilistic identifiers,
Device characteristics, Device identifiers

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GP ONE GMBH

Cookie duration: Uses session cookies.

Data collected and processed: User-provided data, Browsing and interaction data,
IP addresses, Privacy choices, Device characteristics, Non-precise location data

more

Uses other forms of storage.


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THE MEDIAGRID INC.

Cookie duration: 365 (days).

Data collected and processed: Precise location data, Browsing and interaction
data, IP addresses, Privacy choices, Probabilistic identifiers, Device
characteristics, Non-precise location data, Device identifiers

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Cookie duration resets each session. Uses other forms of storage.


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MINDTAKE RESEARCH GMBH

Cookie duration: 180 (days).

Data collected and processed: Browsing and interaction data, IP addresses,
Users’ profiles, Probabilistic identifiers, Device characteristics, Device
identifiers

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Uses other forms of storage.


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CINT AB

Cookie duration: 730 (days).

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Uses other forms of storage.


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GOOGLE ADVERTISING PRODUCTS

Cookie duration: 396 (days).

Data collected and processed: User-provided data, Browsing and interaction data,
IP addresses, Users’ profiles, Authentication-derived identifiers, Privacy
choices, Device characteristics, Non-precise location data, Device identifiers

more

Uses other forms of storage.


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GFK GMBH

Cookie duration: 730 (days).

Data collected and processed: User-provided data, Browsing and interaction data,
IP addresses, Users’ profiles, Authentication-derived identifiers, Privacy
choices, Device characteristics, Non-precise location data, Device identifiers

more

Uses other forms of storage.


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REVJET

Cookie duration: 730 (days).

Data collected and processed: IP addresses, Users’ profiles, Privacy choices,
Non-precise location data, Device identifiers

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Cookie duration resets each session.


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PROTECTED MEDIA LTD

Doesn't use cookies.

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CLINCH LABS LTD

Cookie duration: 730 (days).

Data collected and processed: Browsing and interaction data, IP addresses,
Users’ profiles, Privacy choices, Probabilistic identifiers, Device
characteristics, Non-precise location data, Device identifiers

more

Cookie duration resets each session.


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ORACLE DATA CLOUD - MOAT

Doesn't use cookies.

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HEARTS AND SCIENCE MÜNCHEN GMBH

Cookie duration: 60 (days).

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Cookie duration resets each session.


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AMAZON ADVERTISING

Cookie duration: 396 (days).

Data collected and processed: Browsing and interaction data, IP addresses,
Users’ profiles, Authentication-derived identifiers, Privacy choices, Device
characteristics, Non-precise location data, Device identifiers

more

Cookie duration resets each session. Uses other forms of storage.


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MOLOCO, INC.

Cookie duration: 730 (days).

Data collected and processed: IP addresses, Device characteristics, Non-precise
location data, Device identifiers

more

Cookie duration resets each session. Uses other forms of storage.


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ADTRIBA GMBH

Cookie duration: 730 (days).

Data collected and processed: Browsing and interaction data, IP addresses,
Authentication-derived identifiers, Privacy choices, Device characteristics,
Non-precise location data, Device identifiers

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Cookie duration resets each session.


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OBJECTIVE PARTNERS BV

Cookie duration: 90 (days).

Data collected and processed: Device identifiers

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Cookie duration resets each session.


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ENSIGHTEN

Cookie duration: 1825 (days).

Data collected and processed: Browsing and interaction data, IP addresses,
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more

Cookie duration resets each session.


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EBAY INC

Cookie duration: 90 (days).

Data collected and processed: IP addresses, Privacy choices, Device
characteristics

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BYTEDANCE PTE. LTD.

Doesn't use cookies.

Data collected and processed: IP addresses, Privacy choices, Probabilistic
identifiers, Device characteristics, Non-precise location data

more

Uses other forms of storage.


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HURRA COMMUNICATIONS GMBH

Cookie duration: 366 (days).

Data collected and processed: Precise location data, Browsing and interaction
data, IP addresses, Authentication-derived identifiers, Probabilistic
identifiers, Device characteristics, Non-precise location data, Device
identifiers

more

Cookie duration resets each session.


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