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GLOBAL TRADE TURNED POSITIVE IN Q1 2024: UNCTAD

 * THIS SURGE, FUELLED BY POSITIVE TRADE DYNAMICS FOR THE US AND DEVELOPING
   COUNTRIES, PARTICULARLY LARGE ASIAN DEVELOPING ECONOMIES, IS EXPECTED TO ADD
   AROUND $250 BILLION TO GOODS TRADE, AND $100 BILLION TO SERVICES TRADE IN THE
   FIRST HALF OF 2024, COMPARED TO THE SECOND HALF OF 2023.

Rhik Kundu
Published2 Jul 2024, 08:57 PM IST

If positive trends persist, international trade in 2024 could reach almost $32
trillion, though it is unlikely to surpass the record levels seen in 2022,
UNCTAD said. (AFP)

Global trade trends turned positive in the first quarter of 2024 (January-March)
after contracting in 2023. According to the latest update from UN Trade and
Development (UNCTAD) released on Tuesday, the value of trade in goods and
services increased sequentially by about 1% and 1.5%, respectively.

"This surge, fuelled by positive trade dynamics for the US and developing
countries, particularly large Asian developing economies, is expected to add
approximately $250 billion to goods trade and $100 billion to services trade in
the first half of 2024 compared to the second half of 2023," it said.

While global gross domestic product (GDP) growth forecasts remain around 3% for
2024, the short-term trade outlook is cautiously optimistic, UNCTAD said. If
positive trends persist, international trade in 2024 could reach almost $32
trillion, though it is unlikely to surpass the record levels seen in 2022, it
added.




ALSO READ | MINT EXPLAINER: WHY INDIA'S PUSH FOR TRADE IN RUPEES HAS HAD LIMITED
SUCCESS


GEOPOLITICAL CONCERNS

Global trade performance in 2024 was shaped by several geopolitical events.
Houthi attacks on ships in the Red Sea led to higher freight costs and disrupted
supply chains. The ongoing Russia-Ukraine war kept crude oil prices high.
US-China trade tensions increased the cost of value chains, while the EU's
proposed carbon tax and forest regulations added to the complexities.

Additionally, high interest rates, especially in developed economies, hampered
trade. According to UNCTAD, global trade saw a 3% annual contraction, amounting
to roughly $1 trillion, compared to the record high of $32 trillion in 2022.
Despite this, the services sector showed resilience with a $500 billion, or 8%,
increase over the previous year, while goods trade witnessed a 5% decline
compared to 2022 to $1.3 trillion.




ALSO READ | MINT EXPLAINER: THE UNPRECEDENTED CRISIS IN THE PANAMA CANAL HURTING
WORLD TRADE


GOOD AND SERVICES

During the January-March period, trade growth varied across sectors, with green
energy and AI-related products experiencing stronger growth, it said. “The
outlook for 2024 remains positive, but geopolitical issues and industrial
policies will continue reshaping global trade patterns.”

Although the steep decline in merchandise trade across major economies reversed
in the first quarter of 2024, only a few countries, including Russia, the US,
India and China, improved their exports. 

"Specifically, imports increased for Brazil, the Russian Federation, and the US.
On the export side, China and India exhibited very strong quarter-over-quarter
export performance. "Exports also grew for the Russian Federation and the US. In
contrast, trade continued to decline for Japan and South Africa," it added.



Indian exports registered 7% quarterly growth, while imports fell by 1% during
the period. In contrast, China's exports rose 9%, while imports remained flat.
The US's exports and imports rose by 2% and 3%, respectively.

"In Q1 2024, developing countries experienced a positive trend in both imports
and exports (about 2% increase). While developed countries saw positive exports
(1% increase), their imports remained unchanged QoQ," it added.

"Geo-economic issues continue to play a significant role in shaping key
bilateral trade trends. These factors not only impact trade between the major
economies but can also influence their trade dynamics with other trading
partners. Another significant factor impacting bilateral trade is the ongoing
reshaping of value chains," it said.

 

Catch all the Business News , Economy news , Breaking News Events andLatest News
Updates on Live Mint. Download TheMint News App to get Daily Market Updates.

Business NewsEconomyGlobal trade turned positive in Q1 2024: UNCTAD
MoreLess

First Published:2 Jul 2024, 08:57 PM IST




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SAVE AND COMMUNICATE PRIVACY CHOICES

The choices you make regarding the purposes and entities listed in this notice
are saved and made available to those entities in the form of digital signals
(such as a string of characters). This is necessary in order to enable both this
service and those entities to respect such choices.

View details


MATCH AND COMBINE DATA FROM OTHER DATA SOURCES

Information about your activity on this service may be matched and combined with
other information relating to you and originating from various sources (for
instance your activity on a separate online service, your use of a loyalty card
in-store, or your answers to a survey), in support of the purposes explained in
this notice.

View details


LINK DIFFERENT DEVICES

In support of the purposes explained in this notice, your device might be
considered as likely linked to other devices that belong to you or your
household (for instance because you are logged in to the same service on both
your phone and your computer, or because you may use the same Internet
connection on both devices).

View details


IDENTIFY DEVICES BASED ON INFORMATION TRANSMITTED AUTOMATICALLY

Your device might be distinguished from other devices based on information it
automatically sends when accessing the Internet (for instance, the IP address of
your Internet connection or the type of browser you are using) in support of the
purposes exposed in this notice.

View details


USE PRECISE GEOLOCATION DATA

With your acceptance, your precise location (within a radius of less than 500
metres) may be used in support of the purposes explained in this notice.

View details
Consent

You can choose your data preferences. This site or app wants your permission to
do the following:

Site or app


STORE AND/OR ACCESS INFORMATION ON A DEVICE

Cookies, device or similar online identifiers (e.g. login-based identifiers,
randomly assigned identifiers, network based identifiers) together with other
information (e.g. browser type and information, language, screen size, supported
technologies etc.) can be stored or read on your device to recognise it each
time it connects to an app or to a website, for one or several of the purposes
presented here.

View details
Consent


USE LIMITED DATA TO SELECT ADVERTISING

Advertising presented to you on this service can be based on limited data, such
as the website or app you are using, your non-precise location, your device type
or which content you are (or have been) interacting with (for example, to limit
the number of times an ad is presented to you).

View details
Consent


CREATE PROFILES FOR PERSONALISED ADVERTISING

Information about your activity on this service (such as forms you submit,
content you look at) can be stored and combined with other information about you
(for example, information from your previous activity on this service and other
websites or apps) or similar users. This is then used to build or improve a
profile about you (that might include possible interests and personal aspects).
Your profile can be used (also later) to present advertising that appears more
relevant based on your possible interests by this and other entities.

View details
Consent


USE PROFILES TO SELECT PERSONALISED ADVERTISING

Advertising presented to you on this service can be based on your advertising
profiles, which can reflect your activity on this service or other websites or
apps (like the forms you submit, content you look at), possible interests and
personal aspects.

View details
Consent


CREATE PROFILES TO PERSONALISE CONTENT

Information about your activity on this service (for instance, forms you submit,
non-advertising content you look at) can be stored and combined with other
information about you (such as your previous activity on this service or other
websites or apps) or similar users. This is then used to build or improve a
profile about you (which might for example include possible interests and
personal aspects). Your profile can be used (also later) to present content that
appears more relevant based on your possible interests, such as by adapting the
order in which content is shown to you, so that it is even easier for you to
find content that matches your interests.

View details
Consent


USE PROFILES TO SELECT PERSONALISED CONTENT

Content presented to you on this service can be based on your content
personalisation profiles, which can reflect your activity on this or other
services (for instance, the forms you submit, content you look at), possible
interests and personal aspects. This can for example be used to adapt the order
in which content is shown to you, so that it is even easier for you to find
(non-advertising) content that matches your interests.

View details
Consent


MEASURE ADVERTISING PERFORMANCE

Information regarding which advertising is presented to you and how you interact
with it can be used to determine how well an advert has worked for you or other
users and whether the goals of the advertising were reached. For instance,
whether you saw an ad, whether you clicked on it, whether it led you to buy a
product or visit a website, etc. This is very helpful to understand the
relevance of advertising campaigns.

View details
Consent


MEASURE CONTENT PERFORMANCE

Information regarding which content is presented to you and how you interact
with it can be used to determine whether the (non-advertising) content e.g.
reached its intended audience and matched your interests. For instance, whether
you read an article, watch a video, listen to a podcast or look at a product
description, how long you spent on this service and the web pages you visit etc.
This is very helpful to understand the relevance of (non-advertising) content
that is shown to you.

View details
Consent


UNDERSTAND AUDIENCES THROUGH STATISTICS OR COMBINATIONS OF DATA FROM DIFFERENT
SOURCES

Reports can be generated based on the combination of data sets (like user
profiles, statistics, market research, analytics data) regarding your
interactions and those of other users with advertising or (non-advertising)
content to identify common characteristics (for instance, to determine which
target audiences are more receptive to an ad campaign or to certain contents).

View details
Consent


DEVELOP AND IMPROVE SERVICES

Information about your activity on this service, such as your interaction with
ads or content, can be very helpful to improve products and services and to
build new products and services based on user interactions, the type of
audience, etc. This specific purpose does not include the development or
improvement of user profiles and identifiers.

View details
Consent


USE LIMITED DATA TO SELECT CONTENT

Content presented to you on this service can be based on limited data, such as
the website or app you are using, your non-precise location, your device type,
or which content you are (or have been) interacting with (for example, to limit
the number of times a video or an article is presented to you).

View details
Consent

How this consent management platform (CMP) works:

CMP privacy choices


STORAGE, DURATION, AND USAGE DETAILS

The choices you make with this CMP regarding the purposes and entities will
affect how personalized advertising is presented to you. We need to store these
choices to respect them on future visits, and they are stored differently based
on the type of site or app you're using:
 * For sites, your choices are saved in a cookie named “FCCDCF” for a maximum
   duration of 390 days.
 * For apps, your choices are saved in device storage prefixed by “IABTCF_”.
   Your choices will be invalidated after 390 days and overwritten once you make
   new privacy choices on this app.
 * For accelerated mobile page (AMP) sites, your choices are saved in local
   storage prefixed by “amp-store”. Your choices will be invalidated after 390
   days and overwritten once you make new privacy choices on this site.

Vendor preferences

Accept all



Confirm choices

Vendor preferences





CONFIRM OUR VENDORS

Vendors can use your data to provide services. Declining a vendor can stop them
from using the data you shared.

TCF vendors


EXPONENTIAL INTERACTIVE, INC D/B/A VDX.TV

Cookie duration: 90 (days).

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

more

Cookie duration resets each session.


View details | Privacy policy
Consent


ROQ.AD GMBH

Cookie duration: 365 (days).

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

more

Cookie duration resets each session.


View details | Storage details | Privacy policy
Consent


ADMAXIM LIMITED

Cookie duration: 30 (days).

Data collected and processed: IP addresses, Probabilistic identifiers, Browsing
and interaction data

more

Cookie duration resets each session.


View details | Privacy policy
Consent


INDEX EXCHANGE INC.

Cookie duration: 395 (days).

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

more

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


View details | Storage details | Privacy policy
Consent


QUANTCAST

Cookie duration: 396 (days).

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

more

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


View details | Storage details | Privacy policy
ConsentLegitimate interest


BEESWAXIO CORPORATION

Cookie duration: 395 (days).

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

more

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


View details | Storage details | Privacy policy
Consent


SOVRN, INC.

Cookie duration: 365 (days).

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

more

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


View details | Privacy policy
Consent


ADIKTEEV

Doesn't use cookies.

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

more

Uses other forms of storage.


View details | Privacy policy
ConsentLegitimate interest


RTB HOUSE S.A.

Cookie duration: 365 (days).

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

more

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


View details | Storage details | Privacy policy
Consent


THE UK TRADE DESK LTD

Cookie duration: 365 (days).

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

more

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


View details | Storage details | Privacy policy
ConsentLegitimate interest


NEXXEN INC.

Cookie duration: 180 (days).

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

more

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


View details | Storage details | Privacy policy
ConsentLegitimate interest


EPSILON

Cookie duration: 184 (days).

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

more

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


View details | Privacy policy
Consent


YAHOO EMEA LIMITED

Cookie duration: 397 (days).

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

more

Cookie duration resets each session.


View details | Storage details | Privacy policy
Consent


ADVENTORI SAS

Cookie duration: 90 (days).

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

more

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


View details | Privacy policy
Consent


TRIPLE LIFT, INC.

Cookie duration: 90 (days).

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

more

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


View details | Privacy policy
ConsentLegitimate interest


XANDR, INC.

Cookie duration: 90 (days).

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

more

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


View details | Storage details | Privacy policy
ConsentLegitimate interest


NEORY GMBH

Cookie duration: 90 (days).

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

more

Cookie duration resets each session.


View details | Privacy policy
Consent


NEXXEN GROUP LLC

Cookie duration: 365 (days).

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

more

Cookie duration resets each session.


View details | Privacy policy
ConsentLegitimate interest


NEURAL.ONE

Cookie duration: 365 (days).

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

more

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


View details | Privacy policy
Consent


ADITION (VIRTUAL MINDS GMBH)

Cookie duration: 90 (days).

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

more

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


View details | Storage details | Privacy policy
Consent


ACTIVE AGENT (VIRTUAL MINDS GMBH)

Cookie duration: 90 (days).

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

more

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


View details | Storage details | Privacy policy
Consent


TABOOLA EUROPE LIMITED

Cookie duration: 366 (days).

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

more

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


View details | Storage details | Privacy policy
Consent


EQUATIV

Cookie duration: 396 (days).

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

more

Uses other forms of storage.


View details | Storage details | Privacy policy
Consent


ADFORM A/S

Cookie duration: 3650 (days).

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

more

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


View details | Storage details | Privacy policy
ConsentLegitimate interest


MAGNITE, INC.

Cookie duration: 365 (days).

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

more

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


View details | Storage details | Privacy policy
ConsentLegitimate interest


RATEGAIN ADARA INC

Cookie duration: 730 (days).

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

more




View details | Storage details | Privacy policy
Consent


SIFT MEDIA, INC

Doesn't use cookies.

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

more




View details | Privacy policy
Consent


RAKUTEN MARKETING LLC

Cookie duration: 730 (days).

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

more

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


View details | Privacy policy
ConsentLegitimate interest


LUMEN RESEARCH LIMITED

Doesn't use cookies.

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

more




View details | Privacy policy
Legitimate interest


AMAZON AD SERVER

Cookie duration: 396 (days).

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

more

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


View details | Storage details | Privacy policy
ConsentLegitimate interest


OPENX

Cookie duration: 365 (days).

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

more

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


View details | Storage details | Privacy policy
Consent


YIELDLAB (VIRTUAL MINDS GMBH)

Cookie duration: 90 (days).

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

more

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


View details | Storage details | Privacy policy
Consent


ROKU ADVERTISING SERVICES

Cookie duration: 396 (days).

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

more

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


View details | Storage details | Privacy policy
ConsentLegitimate interest


NANO INTERACTIVE GROUP LTD.

Doesn't use cookies.

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

more




View details | Privacy policy
Consent


SIMPLIFI HOLDINGS LLC

Cookie duration: 366 (days).

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

more

Uses other forms of storage.


View details | Privacy policy
Consent


PUBMATIC, INC

Cookie duration: 365 (days).

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

more

Uses other forms of storage.


View details | Storage details | Privacy policy
ConsentLegitimate interest


COMSCORE B.V.

Cookie duration: 720 (days).

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

more

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


View details | Privacy policy
Consent


FLASHTALKING

Cookie duration: 730 (days).

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

more




View details | Privacy policy
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 policy
Consent


SMAATO, INC.

Cookie duration: 21 (days).

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

more

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


View details | Storage details | Privacy policy
ConsentLegitimate interest


SEMASIO GMBH

Cookie duration: 366 (days).

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

more

Cookie duration resets each session.


View details | Storage details | Privacy policy
Consent


CRIMTAN HOLDINGS LIMITED

Cookie duration: 365 (days).

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

more

Cookie duration resets each session.


View details | Privacy policy
ConsentLegitimate interest


GENIUS SPORTS UK LIMITED

Cookie duration: 365 (days).

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

more

Cookie duration resets each session.


View details | Storage details | Privacy policy
Consent


CRITEO SA

Cookie duration: 390 (days).

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

more

Uses other forms of storage.


View details | Storage details | Privacy policy
Consent


ADLOOX SA

Doesn't use cookies.

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

more

Uses other forms of storage.


View details | Privacy policy
ConsentLegitimate interest


BLIS GLOBAL LIMITED

Cookie duration: 400 (days).

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

more

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


View details | Storage details | Privacy policy
Consent


LOTAME SOLUTIONS, INC

Cookie duration: 274 (days).

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

more

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


View details | Privacy policy
Consent


LIVERAMP

Cookie duration: 365 (days).

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

more

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


View details | Storage details | Privacy policy
Consent


GROUPM UK LIMITED

Cookie duration: 395 (days).

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

more

Cookie duration resets each session.


View details | Storage details | Privacy policy
ConsentLegitimate interest


LOOPME LIMITED

Cookie duration: 90 (days).

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

more

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


View details | Storage details | Privacy policy
Consent


DYNATA LLC

Cookie duration: 365 (days).

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

more

Cookie duration resets each session.


View details | Storage details | Privacy policy
Consent


ASK LOCALA

Doesn't use cookies.

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

more

Uses other forms of storage.


View details | Privacy policy
Consent


AZIRA

Doesn't use cookies.

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

more

Uses other forms of storage.


View details | Privacy policy
ConsentLegitimate interest


DOUBLEVERIFY INC.

Doesn't use cookies.

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

more




View details | Privacy policy
Legitimate interest


BIDSWITCH GMBH

Cookie duration: 365 (days).

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

more

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


View details | Storage details | Privacy policy
Consent


IPONWEB GMBH

Cookie duration: 365 (days).

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

more

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


View details | Storage details | Privacy policy
Consent


NEXTROLL, INC.

Cookie duration: 183 (days).

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

more

Cookie duration resets each session.


View details | Privacy policy
Consent


TEADS FRANCE SAS

Cookie duration: 365 (days).

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

more

Uses other forms of storage.


View details | Storage details | Privacy policy
ConsentLegitimate interest


STRÖER SSP GMBH (SSP)

Cookie duration: 365 (days).

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

more

Uses other forms of storage.


View details | Storage details | Privacy policy
ConsentLegitimate interest


OS DATA SOLUTIONS GMBH

Cookie duration: 90 (days).

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

more

Uses other forms of storage.


View details | Storage details | Privacy policy
ConsentLegitimate interest


PERMODO GMBH

Doesn't use cookies.

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

more

Uses other forms of storage.


View details | Privacy policy
Consent


PLATFORM161 B.V.

Cookie duration: 396 (days).

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

more

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


View details | Storage details | Privacy policy
Consent


BASIS GLOBAL TECHNOLOGIES, INC.

Cookie duration: 365 (days).

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

more

Cookie duration resets each session.


View details | Privacy policy
ConsentLegitimate interest


SMADEX, S.L.U.

Cookie duration: 365 (days).

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

more

Cookie duration resets each session.


View details | Storage details | Privacy policy
Consent


BOMBORA INC.

Cookie duration: 365 (days).

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

more

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


View details | Storage details | Privacy policy
ConsentLegitimate interest


EASYMEDIA GMBH

Cookie duration: 365 (days).

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

more

Cookie duration resets each session.


View details | Storage details | Privacy policy
Consent


REMERGE GMBH

Doesn't use cookies.

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

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Uses other forms of storage.


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ADVANCED STORE GMBH

Cookie duration: 365 (days).

Data collected and processed: Device identifiers

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MAGNITE CTV, INC.

Cookie duration: 366 (days).

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

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


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DELTA PROJECTS AB

Cookie duration: 365 (days).

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

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USEMAX ADVERTISEMENT (EMEGO GMBH)

Cookie duration: 365 (days).

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EMETRIQ GMBH

Cookie duration: 365 (days).

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

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


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PUBLICIS MEDIA GMBH

Cookie duration: 1825 (days).

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

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


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M.D. PRIMIS TECHNOLOGIES LTD.

Cookie duration: 25 (days).

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

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ConsentLegitimate interest


ONETAG LIMITED

Cookie duration: 396 (days).

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

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


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CLOUD TECHNOLOGIES S.A.

Cookie duration: 365 (days).

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

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Cookie duration resets each session.


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SMARTOLOGY LIMITED

Doesn't use cookies.

Data collected and processed: IP addresses

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Uses other forms of storage.


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IMPROVE DIGITAL

Cookie duration: 90 (days).

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

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Cookie duration resets each session.


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ADOBE ADVERTISING CLOUD

Cookie duration: 365 (days).

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

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BANNERFLOW AB

Cookie duration: 366 (days).

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

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Cookie duration resets each session.


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TABMO SAS

Doesn't use cookies.

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

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Uses other forms of storage.


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Consent


INTEGRAL AD SCIENCE (INCORPORATING ADMANTX)

Doesn't use cookies.

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

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Legitimate interest


WIZALY

Cookie duration: 365 (days).

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

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


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Consent


WEBORAMA

Cookie duration: 393 (days).

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

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Uses other forms of storage.


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ConsentLegitimate interest


JIVOX CORPORATION

Cookie duration: 30 (days).

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

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Cookie duration resets each session.


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Consent


VISTAR MEDIA EMEA BV

Doesn't use cookies.

Data collected and processed: Non-precise location data

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ON DEVICE RESEARCH LIMITED

Cookie duration: 30 (days).

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

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Consent


ROCKABOX MEDIA LTD

Doesn't use cookies.

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

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Legitimate interest


EXACTAG GMBH

Cookie duration: 180 (days).

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

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Cookie duration resets each session.


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Consent


CELTRA INC.

Doesn't use cookies.

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

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Uses other forms of storage.


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Consent


MAINADV SRL

Cookie duration: 30 (days).

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

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Uses other forms of storage.


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Consent


GEMIUS SA

Cookie duration: 1825 (days).

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

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


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Consent


THE KANTAR GROUP LIMITED

Cookie duration: 914 (days).

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

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


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Consent


NIELSEN MEDIA RESEARCH LTD.

Cookie duration: 120 (days).

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

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


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Consent


SOLOCAL SA

Cookie duration: 396 (days).

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

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

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Consent


NUMBERLY

Cookie duration: 180 (days).

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

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Cookie duration resets each session.


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Consent


AUDIENCEPROJECT A/S

Cookie duration: 365 (days).

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

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


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ConsentLegitimate interest


DEMANDBASE, INC.

Cookie duration: 730 (days).

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

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


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Consent


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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Consent


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

Doesn't use cookies.

Data collected and processed: IP addresses, Device characteristics

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COMMANDERS ACT

Cookie duration: 365 (days).

Data collected and processed: IP addresses, Device identifiers

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Consent


TRAVEL AUDIENCE GMBH

Cookie duration: 397 (days).

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

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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, Device characteristics, Device
identifiers, Probabilistic identifiers, Non-precise location data

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Legitimate interest


BLENDEE SRL

Cookie duration: 366 (days).

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

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

more

Cookie duration resets each session.


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ConsentLegitimate interest


PAPIRFLY AS

Doesn't use cookies.

Data collected and processed: Device characteristics

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Legitimate interest


NEUSTAR, INC., A TRANSUNION COMPANY

Cookie duration: 365 (days).

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

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


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ConsentLegitimate interest


VERVE GROUP EUROPE GMBH

Doesn't use cookies.

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

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Uses other forms of storage.


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OTTO (GMBH & CO KG)

Cookie duration: 365 (days).

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

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

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Cookie duration resets each session.


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LOCALSENSOR B.V.

Doesn't use cookies.

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

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Uses other forms of storage.


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ONLINE SOLUTION

Cookie duration: 365 (days).

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

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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: IP addresses, Device characteristics, Device
identifiers, Probabilistic identifiers, Browsing and interaction data,
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Consent


GP ONE GMBH

Cookie duration: Uses session cookies.

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

more

Uses other forms of storage.


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ConsentLegitimate interest


LIFTOFF MONETIZE AND VUNGLE EXCHANGE

Doesn't use cookies.

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

more

Uses other forms of storage.


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ConsentLegitimate interest


THE MEDIAGRID INC.

Cookie duration: 365 (days).

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

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REPPUBLIKA RESEARCH & ANALYTICS AUSTRIA GMBH

Cookie duration: 180 (days).

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

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Uses other forms of storage.


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CINT AB

Cookie duration: 730 (days).

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

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Uses other forms of storage.


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GOOGLE ADVERTISING PRODUCTS

Cookie duration: 396 (days).

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

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Uses other forms of storage.


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GFK GMBH

Cookie duration: 730 (days).

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

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Uses other forms of storage.


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REVJET

Cookie duration: 365 (days).

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

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PROTECTED MEDIA LTD

Doesn't use cookies.

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identifiers, Probabilistic identifiers, Browsing and interaction data

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CLINCH LABS LTD

Cookie duration: 730 (days).

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

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Cookie duration resets each session.


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ORACLE DATA CLOUD - MOAT

Doesn't use cookies.

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

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HEARTS AND SCIENCE MÜNCHEN GMBH

Cookie duration: 60 (days).

Data collected and processed: IP addresses

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AMAZON ADVERTISING

Cookie duration: 396 (days).

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

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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, Device
identifiers, Non-precise location data

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


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ConsentLegitimate interest


ADTRIBA GMBH

Cookie duration: 730 (days).

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

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Cookie duration resets each session.


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ENSIGHTEN

Cookie duration: 1825 (days).

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identifiers, Browsing and interaction data, Privacy choices

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Cookie duration resets each session.


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EBAY INC

Cookie duration: 90 (days).

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

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Consent


METRIXLAB NEDERLAND B.V.

Cookie duration: 730 (days).

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

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Uses other forms of storage.


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Consent


HURRA COMMUNICATIONS GMBH

Cookie duration: 366 (days).

Data collected and processed: IP addresses, Device characteristics, Device
identifiers, Probabilistic identifiers, Authentication-derived identifiers,
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Cookie duration resets each session.


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AKAMAI

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META

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AUNICA

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BOOKING.COM

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C3 METRICS

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IBM

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EVIDON

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ADACADO

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INTELLIAD

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DSTILLERY

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MEDIAMATH

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ZMS

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OMNICOM MEDIA GROUP

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RESONATE

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SMART

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SOJERN

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TRADEDOUBLER AB

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TRUSTARC

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TRUEFFECT

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TRAVEL DATA COLLECTIVE

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ADVOLUTION.CONTROL

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LIFESTREET

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BATCH MEDIA

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VODAFONE GMBH

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MAGNITE

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SCENESTEALER

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NETQUEST

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MANAGE.COM

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SALESFORCE DMP

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NETFLIX

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EBUILDERS

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APPLOVIN CORP.

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FRACTIONAL MEDIA

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RACKSPACE

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MSI-ACI

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ADMETRICS

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NAVEGG

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ADMEDO

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KOCHAVA

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MOBITRANS

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ADEX

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AARKI

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SFR

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GSKINNER

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CUBED

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OPTOMATON

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DENTSU AEGIS NETWORK

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DIGISEG

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HAENSEL AMS

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BDSK HANDELS GMBH & CO. KG

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OBJECTIVE PARTNERS

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MARKETING SCIENCE CONSULTING GROUP, INC.

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DENTSU

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