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PYTHON TUTORIAL

This Python tutorial helps you learn Python programming from scratch.



If you want to master Python programming quickly, this Python tutorial is for
you.

The tutorial will take you through the understanding of the Python programming
language, help you deeply learn the concepts, and show you how to apply
practical programming techniques to your specific challenges.

What you’ll learn:

 * Gain basic Python programming concepts.
 * How to develop real-world Python applications.
 * Apply Python programming techniques in specific fields such as Data Science,
   Machine Learning, and AI.


GETTING STARTED WITH PYTHON PROGRAMMING

This section helps you get started with Python programming quickly and
effectively. After completing this section, you'll have a basic understanding of
the Python language. And you'll know how to set up the Python development
environment on your computer.


PYTHON BASICS

In this section, you'll learn the basic Python programming. If you're completely
new to Python programming, this section is perfect for you. After completing the
tutorials, you'll be familiar with the basic Python programming.


PYTHON OOP

This Python OOP explains to you the Python object-oriented programming clearly
so that you can apply it to develop software more effectively.


ADVANCED PYTHON

This section covers the advanced Python concepts so that you understand how and
why things works in Python.


PYTHON CONCURRENCY

In this section, you'll learn how to implement Python cocurrency using
multithreading, multiprocessing, and asyncio package.


PYTHON REGEX

In this section, you'll learn about regular expressions in Python step by step
from scratch.


TKINTER TUTORIAL

This Tkinter tutorial helps you learn how to develop beautiful GUI applications
from scratch with step-by-step guidance.


PYTHON UNIT TESTING

This section shows you how to use the Python unittest module to perform unit
testing to make your code more robust.


PYTHON NUMPY

This Python NumPy Tutorial helps you learn NumPy from scratch so that you can
use it effectively in your data science & machine learning projects.


PYQT TUTORIAL

This PyQt tutorial helps you develop beautiful GUI applications from scratch
with PyQt6.


DJANGO TUTORIAL

This Django tutorial helps you learn how to use the Django web framework from
scratch via practical and real-world examples.
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GETTING STARTED

 * What is Python
 * Install Python
 * Setup VS Code for Python
 * Develop Python Hello World Program




PYTHON FUNDAMENTALS

 * Python Syntax
 * Variables
 * Strings
 * Numbers
 * Boolean
 * Constants
 * Comments
 * Type Conversion


CONTROL FLOW

 * if…else
 * Ternary Operator
 * for Loop
 * while Loop
 * break
 * continue
 * pass


FUNCTIONS

 * Python Functions
 * Default Parameters
 * Keyword Arguments
 * Recursive Functions
 * Lambda Expressions
 * Function Docstrings


PYTHON LIST

 * List
 * Tuple
 * Sorting a List in Place: sort()
 * Sorting a List: sorted()
 * Slicing a List: [::]
 * Unpacking a List
 * Iterating over a List: for loop
 * Finding Index of an Element: index()
 * Iterables
 * Transform List Elements: map()
 * Filtering List Elements: filter()
 * Reducing List Elements: reduce()
 * List Comprehensions




PYTHON DICTIONARY

 * Dictionary
 * Dictionary Comprehension


PYTHON SET

 * Set
 * Set Comprehension
 * Union of Sets
 * Intersection of Sets
 * Difference between Sets
 * Symmetric Difference of Sets
 * Subset
 * Superset
 * Disjoint Sets


EXCEPTION HANDLING

 * try…except
 * try…except…finally
 * try…except…else


PYTHON LOOP WITH ELSE CLAUSE

 * for…else
 * while…else
 * do…while Emulation


MORE ON FUNCTIONS

 * Unpacking Tuples
 * The *args Parameters
 * The **kwargs Parameters
 * Partial Functions
 * Type Hints


MODULES

 * Modules
 * Module Search Path
 * Python __name__
 * Packages


FILE I/O

 * Reading a Text File
 * Writing to a Text File
 * Creating a Text File
 * Checking If a File Exists
 * Reading from a CSV File
 * Writing to a CSV File
 * Renaming a File
 * Delete a File


DIRECTORY

 * Working with Directory
 * Listing Files in a Directory


MANAGING THIRD-PARTY PACKAGES

 * Python Package Index (PyPI) & PIP
 * Python Virtual Environments




ABOUT PYTHONTUTORIAL.NET

Pythontutorial.net helps you master Python programming from scratch fast.


SITE LINKS

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RECENT PYTHON TUTORIALS

 * Tkinter System Tray
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 * Python Monkey Patching
 * Django REST Framework Pagination
 * Django REST Framework JWT


PYTHON REFERENCES

 * Python String Methods
 * Python Built-in Functions
 * Python Standard Library
 * Python MySQL
 * Python PostgreSQL
 * Python Oracle
 * Python SQLite

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

more

Uses other forms of storage.


View details | Storage details | Privacy policylaunch
ConsentLegitimate interesthelp_outline


ADLOOX SA

Doesn't use cookies.

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

more

Uses other forms of storage.


View details | Privacy policylaunch
ConsentLegitimate interesthelp_outline


BLIS GLOBAL LIMITED

Cookie duration: 400 (days).

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

more

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


View details | Storage details | Privacy policylaunch
Consent


LOTAME SOLUTIONS, INC

Cookie duration: 274 (days).

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

more

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


View details | Storage details | Privacy policylaunch
Consent


GROUPM UK LIMITED

Cookie duration: 395 (days).

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

more

Cookie duration resets each session.


View details | Storage details | Privacy policylaunch
ConsentLegitimate interesthelp_outline


SONOBI, INC

Cookie duration: 60 (days).

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

more




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ConsentLegitimate interesthelp_outline


LOOPME LIMITED

Cookie duration: 90 (days).

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

more

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


View details | Storage details | Privacy policylaunch
Consent


DYNATA LLC

Cookie duration: 365 (days).

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

more

Cookie duration resets each session.


View details | Storage details | Privacy policylaunch
Consent


ASK LOCALA

Doesn't use cookies.

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

more

Uses other forms of storage.


View details | Privacy policylaunch
Consent


NEAR INTELLIGENCE

Doesn't use cookies.

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

more

Uses other forms of storage.


View details | Privacy policylaunch
Consent


DOUBLEVERIFY INC.

Doesn't use cookies.

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

more




View details | Privacy policylaunch
Legitimate interesthelp_outline


BIDSWITCH GMBH

Cookie duration: 365 (days).

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

more

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


View details | Storage details | Privacy policylaunch
Consent


IPONWEB GMBH

Cookie duration: 365 (days).

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

more

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


View details | Storage details | Privacy policylaunch
Consent


NEXTROLL, INC.

Cookie duration: 183 (days).

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

more

Cookie duration resets each session.


View details | Privacy policylaunch
Consent


TEADS FRANCE SAS

Cookie duration: 365 (days).

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

more

Uses other forms of storage.


View details | Storage details | Privacy policylaunch
ConsentLegitimate interesthelp_outline


STRÖER SSP GMBH (SSP)

Cookie duration: 365 (days).

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

more

Uses other forms of storage.


View details | Storage details | Privacy policylaunch
ConsentLegitimate interesthelp_outline


OS DATA SOLUTIONS GMBH &AMP; CO. KG

Cookie duration: 90 (days).

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

more

Uses other forms of storage.


View details | Privacy policylaunch
Consent


PLATFORM161 B.V.

Cookie duration: 396 (days).

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

more

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


View details | Storage details | Privacy policylaunch
Consent


MEDIA.NET ADVERTISING FZ-LLC

Cookie duration: 2190 (days).

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

more

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


View details | Privacy policylaunch
ConsentLegitimate interesthelp_outline


ADACADO TECHNOLOGIES INC. (DBA ADACADO)

Cookie duration: 365 (days).

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

more

Cookie duration resets each session.


View details | Storage details | Privacy policylaunch
Consent


BASIS GLOBAL TECHNOLOGIES, INC.

Cookie duration: 365 (days).

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

more

Cookie duration resets each session.


View details | Privacy policylaunch
ConsentLegitimate interesthelp_outline


SMADEX, S.L.U.

Cookie duration: 365 (days).

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

more

Cookie duration resets each session.


View details | Storage details | Privacy policylaunch
Consent


YIELDMO, INC.

Cookie duration: 365 (days).

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

more

Cookie duration resets each session.


View details | Storage details | Privacy policylaunch
Consent


REMERGE GMBH

Doesn't use cookies.

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

more

Uses other forms of storage.


View details | Privacy policylaunch
ConsentLegitimate interesthelp_outline


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

more




View details | Storage details | Privacy policylaunch
ConsentLegitimate interesthelp_outline


DELTA PROJECTS AB

Cookie duration: 365 (days).

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

more




View details | Storage details | Privacy policylaunch
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, Privacy choices, Users’
profiles, Browsing and interaction data, Non-precise location data,
Authentication-derived identifiers, IP addresses, Device characteristics,
Probabilistic identifiers, Device identifiers

more

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


View details | Storage details | Privacy policylaunch
Consent


PUBLICIS MEDIA GMBH

Cookie duration: 90 (days).

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

more

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


View details | Privacy policylaunch
Consent


M.D. PRIMIS TECHNOLOGIES LTD.

Cookie duration: 25 (days).

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

more




View details | Storage details | Privacy policylaunch
ConsentLegitimate interesthelp_outline


ONETAG LIMITED

Cookie duration: 396 (days).

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

more

Cookie duration resets each session.


View details | Storage details | Privacy policylaunch
ConsentLegitimate interesthelp_outline


DT EXCHANGE (FYBER MONETIZATION LTD.)

Doesn't use cookies.

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

more




View details | Storage details | Privacy policylaunch
ConsentLegitimate interesthelp_outline


BANNERFLOW AB

Cookie duration: 366 (days).

Data collected and processed: IP addresses

more




View details | Storage details | Privacy policylaunch
ConsentLegitimate interesthelp_outline


TABMO SAS

Doesn't use cookies.

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

more




View details | Privacy policylaunch
Legitimate interesthelp_outline


WIZALY

Cookie duration: 365 (days).

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

more

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


View details | Storage details | Privacy policylaunch
Consent


WEBORAMA

Cookie duration: 393 (days).

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

more

Uses other forms of storage.


View details | Storage details | Privacy policylaunch
ConsentLegitimate interesthelp_outline


JIVOX CORPORATION

Cookie duration: 30 (days).

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

more

Cookie duration resets each session.


View details | Storage details | Privacy policylaunch
Consent


MOBILE PROFESSIONALS BV / SAGE&#43;ARCHER BV

Doesn't use cookies.

Data collected and processed: Non-precise location data

more




View details | Privacy policylaunch
Consent


ON DEVICE RESEARCH LIMITED

Cookie duration: 30 (days).

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

more




View details | Storage details | Privacy policylaunch
Consent


ROCKABOX MEDIA LTD

Doesn't use cookies.

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

more




View details | Storage details | Privacy policylaunch
Legitimate interesthelp_outline


MOBFOX US LLC

Cookie duration: 14 (days).

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

more

Cookie duration resets each session.


View details | Storage details | Privacy policylaunch
Consent


EXACTAG GMBH

Cookie duration: 180 (days).

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

more

Cookie duration resets each session.


View details | Storage details | Privacy policylaunch
Consent


CELTRA INC.

Doesn't use cookies.

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

more

Uses other forms of storage.


View details | Storage details | Privacy policylaunch
ConsentLegitimate interesthelp_outline


MAINADV SRL

Cookie duration: 30 (days).

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

more

Uses other forms of storage.


View details | Privacy policylaunch
Consent


GEMIUS SA

Cookie duration: 1825 (days).

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

more

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


View details | Privacy policylaunch
Consent


INMOBI PTE LTD

Doesn't use cookies.

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

more

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


View details | Storage details | Privacy policylaunch
ConsentLegitimate interesthelp_outline


SOLOCAL SA

Cookie duration: 396 (days).

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

more

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


View details | Storage details | Privacy policylaunch
ConsentLegitimate interesthelp_outline


PIXALATE, INC.

Doesn't use cookies.

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

more




View details | Storage details | Privacy policylaunch
Consent


ORACLE ADVERTISING

Cookie duration: 180 (days).

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

more

Uses other forms of storage.


View details | Storage details | Privacy policylaunch
Consent


NUMBERLY

Cookie duration: 180 (days).

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

more

Cookie duration resets each session.


View details | Storage details | Privacy policylaunch
Consent


AUDIENCEPROJECT APS

Cookie duration: 365 (days).

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

more

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


View details | Storage details | Privacy policylaunch
ConsentLegitimate interesthelp_outline


DEMANDBASE, INC.

Cookie duration: 730 (days).

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

more

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


View details | Storage details | Privacy policylaunch
Consent


EFFILIATION / EFFINITY

Cookie duration: 2 (days).

Data collected and processed: Device characteristics

more

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


View details | Storage details | Privacy policylaunch
Consent


SEENTHIS AB

Doesn't use cookies.

Data collected and processed: IP addresses, Device characteristics

more




View details | Privacy policylaunch


COMMANDERS ACT

Cookie duration: 365 (days).

Data collected and processed: IP addresses, Device identifiers

more




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Consent


TRAVEL AUDIENCE GMBH

Cookie duration: 397 (days).

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

more

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


View details | Privacy policylaunch
Consent


HUMAN

Doesn't use cookies.

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

more




View details | Privacy policylaunch
Legitimate interesthelp_outline


BLENDEE SRL

Cookie duration: 366 (days).

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

more

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


View details | Storage details | Privacy policylaunch
Consent


INNOVID LLC

Cookie duration: 90 (days).

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

more

Cookie duration resets each session.


View details | Storage details | Privacy policylaunch
ConsentLegitimate interesthelp_outline


PAPIRFLY AS

Doesn't use cookies.

Data collected and processed: Device characteristics

more




View details | Privacy policylaunch
Legitimate interesthelp_outline


NEUSTAR, INC., A TRANSUNION COMPANY

Cookie duration: 365 (days).

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

more

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


View details | Privacy policylaunch
ConsentLegitimate interesthelp_outline


SALESFORCE.COM, INC.

Cookie duration: 180 (days).

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

more

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


View details | Privacy policylaunch
Consent


VERVE GROUP EUROPE GMBH

Doesn't use cookies.

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

more

Uses other forms of storage.


View details | Privacy policylaunch
Consent


OTTO (GMBH &AMP; CO KG)

Cookie duration: 365 (days).

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

more

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


View details | Storage details | Privacy policylaunch
ConsentLegitimate interesthelp_outline


ADOBE AUDIENCE MANAGER, ADOBE EXPERIENCE PLATFORM

Cookie duration: 180 (days).

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

more

Cookie duration resets each session.


View details | Privacy policylaunch
Consent


LOCALSENSOR B.V.

Doesn't use cookies.

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

more

Uses other forms of storage.


View details | Privacy policylaunch
Consent


ONLINE SOLUTION

Cookie duration: 365 (days).

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

more

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


View details | Privacy policylaunch
Consent


RELAY42 NETHERLANDS B.V.

Cookie duration: 730 (days).

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

more




View details | Storage details | Privacy policylaunch
Consent


GP ONE GMBH

Cookie duration: Uses session cookies.

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

more

Uses other forms of storage.


View details | Storage details | Privacy policylaunch
ConsentLegitimate interesthelp_outline


LIFTOFF MOBILE, INC.

Doesn't use cookies.

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

more

Uses other forms of storage.


View details | Privacy policylaunch
ConsentLegitimate interesthelp_outline


THE MEDIAGRID INC.

Cookie duration: 365 (days).

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

more

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


View details | Storage details | Privacy policylaunch
Consent


MINDTAKE RESEARCH GMBH

Cookie duration: 180 (days).

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

more

Uses other forms of storage.


View details | Privacy policylaunch
Consent


CINT AB

Cookie duration: 730 (days).

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

more




View details | Privacy policylaunch
Consent


GOOGLE ADVERTISING PRODUCTS

Cookie duration: 396 (days).

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

more

Uses other forms of storage.


View details | Storage details | Privacy policylaunch
ConsentLegitimate interesthelp_outline


GFK SE

Cookie duration: 730 (days).

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

more

Uses other forms of storage.


View details | Privacy policylaunch
Consent


REVJET

Cookie duration: 730 (days).

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

more

Cookie duration resets each session.


View details | Storage details | Privacy policylaunch
Consent


PROTECTED MEDIA LTD

Doesn't use cookies.

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

more




View details | Privacy policylaunch
Legitimate interesthelp_outline


CLINCH LABS LTD

Cookie duration: 730 (days).

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

more

Cookie duration resets each session.


View details | Privacy policylaunch
ConsentLegitimate interesthelp_outline


ORACLE DATA CLOUD - MOAT

Doesn't use cookies.

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

more




View details | Privacy policylaunch
Legitimate interesthelp_outline


HEARTS AND SCIENCE MÜNCHEN GMBH

Cookie duration: 60 (days).

Data collected and processed: IP addresses

more

Cookie duration resets each session.


View details | Privacy policylaunch
Consent


AMAZON ADVERTISING

Cookie duration: 396 (days).

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

more

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


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ADTRIBA GMBH

Cookie duration: 730 (days).

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OBJECTIVE PARTNERS BV

Cookie duration: 90 (days).

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ENSIGHTEN

Cookie duration: 1825 (days).

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

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EBAY INC

Cookie duration: 90 (days).

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HURRA COMMUNICATIONS GMBH

Cookie duration: 366 (days).

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