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MENU * Home * About * RSS * add your blog! * Learn R * R jobs ► * Submit a new job (it’s free) * Browse latest jobs (also free) * Contact us R-BLOGGERS R NEWS AND TUTORIALS CONTRIBUTED BY HUNDREDS OF R BLOGGERS * Home * About * RSS * add your blog! * Learn R * R jobs * Submit a new job (it’s free) * Browse latest jobs (also free) * Contact us LITTLE USELESS-USEFUL R FUNCTIONS – HOW TO MAKE R-SQUARED USELESS November 27, 2023 | tomaztsql Uselessness is such a long useless word! In statistics, R-squared is a statistical measure, that determines the proportion of variance in dependent variable that can be explained by the independent variable. Therefore, it ranges in value from 0 to 1…Read more › [Read more...] R SOLUTION FOR EXCEL PUZZLES November 27, 2023 | Numbers around us Week 47 — Puzzles no. 329–333PuzzlesAuthor: ExcelBIPuzzles:# 329: content file# 330: content file# 331: content file# 332: content file# 333: content fileLets dive into solutions!Puzzle 329In this puzzle we were asked to generate first 50 elements of I... [Read more...] R VALIDATION HUB: WRAPPING UP 2023 AND WELCOMING 2024! November 27, 2023 | R Consortium Abstract: Join us on November 28th for our last Community meeting of 2023. The R Validation Hub’s Executive Committee will summarize this year’s achievements, our presence at conferences and other... The post R Validation Hub: Wrapping up 2023 and Welcoming 2024! appeared first on R Consortium. [Read more...] UNVEILING POWER REGRESSION: A STEP-BY-STEP GUIDE IN R November 26, 2023 | Steven P. Sanderson II, MPH Introduction In the realm of statistics, power regression stands out as a versatile tool for exploring the relationship between two variables, where one variable is the power of the other. This type of regression is particularly useful when ther... [Read more...] QUASI-RANDOMIZED NNETWORKS IN JULIA, PYTHON AND R November 26, 2023 | T. Moudiki Machine Learning Classification with quasi-randomized nnetworks in Julia, Python and R [Read more...] INTRODUCTION TO DATA MANIPULATION IN R WITH {DPLYR} November 26, 2023 | R on Stats and R Introduction Data {dplyr} package Filter observations The pipe operator Extract observations Based on their positions Based on their values Sample observations Sort observations Select variables Rename variables Create or modify variables Summ... [Read more...] QUERY BIGQUERY THROWS ERROR: ERROR IN STRSPLIT(NAME, “.”, FIXED = TRUE) : NON-CHARACTER ARGUMENT November 25, 2023 | rstats-tips.net Lately I tried to query BigQuery using bigrquery. Unfortunately I got an error: Error in strsplit(name, ".", fixed = TRUE) : non-character argument Updating to the latest packages on CRAN doesn’t solve the problem. So I had to dig deepe... [Read more...] BLACK & WHITE November 24, 2023 | Michael Adelie Penguin (Pygoscelis adeliae) – CC-BY-SA by Gregory “Slobirdr” Smith Day 24 of 30DayMapChallenge: « Black & white » (previously). All #RStats enthusiasts seem to love Penguins (at least as a toy dataset), so I made a... [Read more...] REACTABLE.EXTRAS 0.2.0 RELEASE: ENHANCED INTERACTIVITY AND EFFICIENCY FOR SHINY APPS November 24, 2023 | Eduardo Almeida We are thrilled to announce the release of reactable.extras, which is now available for seamless integration into your Shiny applications, marking its debut as a significant release on CRAN. With reactable.extras, you can elevate your data tables to new heights, simplifying the management of interactive components within reactable ... [Read more...] ROPENSCI NEWS DIGEST, NOVEMBER 2023 November 23, 2023 | rOpenSci - open tools for open science Dear rOpenSci friends, it’s time for our monthly news roundup! You can read this post on our blog. Now let’s dive into the activity at and around rOpenSci! rOpenSci HQ Giving season: consider donating to rOpenSci This Giving Season con... [Read more...] WEEKLY DIGEST — 2023/11/24 November 23, 2023 | R - datawookie My information highlights for the week: CodeWhisperer on the Command Line Jobs with Higher Income and Fewer Hours and httr2 v1.0.0. [Read more...] GETTING STARTED WITH THEME() November 23, 2023 | The Jumping Rivers Blog The theme() function in {ggplot2} is awesome. Although it’s only one function, it gives you so much control over your final plot. theme() allows us to generate a consistent, in-house style for our graphics, modify the text within our plots and mo... [Read more...] TANAKA November 23, 2023 | Michael Mount Fuji sunrise – CC-BY-NC-ND by Gilbert Sopakuwa Day 23 of 30DayMapChallenge: « 3D » (previously). The Tanaka contours (Tanaka 1950) are a method of displaying 3D as a succession of terraces. library(elevatr) library(terr... [Read more...] REVOLUTIONIZING CLINICAL RESEARCH WITH INTERACTIVE REPORTS: SHINY AND QUARTO IN ACTION November 23, 2023 | Anirban Shaw The introduction of innovative tools like Shiny and Quarto has empowered researchers and data scientists to transform complex data into interactive and insightful reports. This progress is not just an improvement in data visualization but a significant leap towards a new paradigm in clinical research. In this article, we’ll ... [Read more...] OBJECT-ORIENTED EXPRESS: REFACTORING IN R November 23, 2023 | Numbers around us The Journey to OOP in RIn the world of programming, embarking on the path of Object-Oriented Programming (OOP) is akin to boarding a high-speed train towards more structured, efficient, and maintainable code. As we continue our series, our next stop is... [Read more...] USING CHATGPT FOR EXPLORATORY DATA ANALYSIS WITH PYTHON, R AND PROMPTING WORKSHOP November 23, 2023 | Dariia Mykhailyshyna Join our workshop on Using ChatGPT for Exploratory Data Analysis with Python, R and prompting, which is a part of our workshops for Ukraine series! Here’s some more info: Title:Using ChatGPT for Exploratory Data Analysis with Python, R and prompting Date: Thursday, November 30th, 18:00 – 20:00 CET (Rome, Berlin, Paris ... [Read more...] THE “SECRET SAUCE” USED IN MANY QEML FUNCTIONS November 22, 2023 | matloff In writing an R package, it is often useful to build up some function call in string form, then “execute” the string. To give a really simple example: Quite a lot of trouble to go to just to find that 1+1 = 2? Yes, but this trick can be extremely useful, as we’... [Read more...] NORTH November 22, 2023 | Michael Arrows – CC-BY by Dean Hochman Day 22 of 30DayMapChallenge: « North » (previously). Indeed, north is not always up. Actually, north is not even always north… Setup library(tidyverse) library(rnaturalearth) library(sf) librar... [Read more...] TIME SERIES ANALYSIS IN R: HOW TO READ AND UNDERSTAND TIME SERIES DATA November 22, 2023 | Dario Radečić If there’s one type of data no company has a shortage of, it has to be time series data. Yet, many beginner and intermediate R developers struggle to grasp their heads around basic R time series concepts, such as manipulating datetime values, visualizing time data over time, and handling ... [Read more...] TIME SERIES ANALYSIS AND UNDERSTANDING A EUROBOND FUND WITH PROPHET November 22, 2023 | Selcuk Disci The Eurobonds are so popular in Turkey nowadays. The reason for this is that the CDS of Turkey fell for quite a while since the new economic outlook began, according to the economists. We will look into the factors that shape this trend in this article. First, we build our ... [Read more...] 1 2 3 … 2,056 » MOST VIEWED POSTS (WEEKLY) * PCA vs Autoencoders for Dimensionality Reduction * How to install (and update!) 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Data collected and processed: Browsing and interaction data, Device identifiers, Probabilistic identifiers, IP addresses, Privacy choices, User-provided data, Authentication-derived identifiers, Device characteristics more Cookie duration resets each session. Uses other forms of storage. View details | Privacy policylaunch Consent FLASHTALKING Cookie duration: 730 (days). Data collected and processed: Users’ profiles, Browsing and interaction data, Non-precise location data, Device identifiers, Probabilistic identifiers, IP addresses, Privacy choices, Authentication-derived identifiers, Device characteristics more View details | Privacy policylaunch ConsentLegitimate interesthelp_outline PULSEPOINT, INC. Cookie duration: 365 (days). Data collected and processed: Device identifiers, IP addresses, Device characteristics more Cookie duration resets each session. Uses other forms of storage. View details | Privacy policylaunch ConsentLegitimate interesthelp_outline SMAATO, INC. Cookie duration: 21 (days). Data collected and processed: Users’ profiles, Browsing and interaction data, Non-precise location data, Device identifiers, IP addresses, Privacy choices, User-provided data, Precise location data, Authentication-derived identifiers, Device characteristics more Cookie duration resets each session. Uses other forms of storage. View details | Storage details | Privacy policylaunch ConsentLegitimate interesthelp_outline SEMASIO GMBH Cookie duration: 366 (days). Data collected and processed: Browsing and interaction data, Device identifiers, IP addresses, Privacy choices more Cookie duration resets each session. View details | Storage details | Privacy policylaunch Consent CRIMTAN HOLDINGS LIMITED Cookie duration: 365 (days). Data collected and processed: Users’ profiles, Browsing and interaction data, Non-precise location data, Device identifiers, Probabilistic identifiers, IP addresses, Privacy choices, User-provided data, Precise location data, Authentication-derived identifiers, Device characteristics more Cookie duration resets each session. View details | Privacy policylaunch ConsentLegitimate interesthelp_outline GENIUS SPORTS UK LIMITED Cookie duration: 365 (days). Data collected and processed: Users’ profiles, Browsing and interaction data, Non-precise location data, Device identifiers, Probabilistic identifiers, IP addresses, Privacy choices, Authentication-derived identifiers, Device characteristics more Cookie duration resets each session. View details | Storage details | Privacy policylaunch Consent CRITEO SA Cookie duration: 390 (days). Data collected and processed: Users’ profiles, Browsing and interaction data, Non-precise location data, Device identifiers, Probabilistic identifiers, IP addresses, Privacy choices, Authentication-derived identifiers, Device characteristics 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, Device identifiers, Probabilistic identifiers, IP addresses, Device characteristics more Uses other forms of storage. View details | Privacy policylaunch ConsentLegitimate interesthelp_outline BLIS GLOBAL LIMITED Cookie duration: 400 (days). Data collected and processed: Users’ profiles, Browsing and interaction data, Non-precise location data, Device identifiers, Probabilistic identifiers, IP addresses, Privacy choices, User-provided data, Precise location data, Authentication-derived identifiers, Device characteristics more Cookie duration resets each session. Uses other forms of storage. View details | Storage details | Privacy policylaunch ConsentLegitimate interesthelp_outline LOTAME SOLUTIONS, INC Cookie duration: 274 (days). Data collected and processed: Users’ profiles, Browsing and interaction data, Device identifiers, Probabilistic identifiers, IP addresses, Privacy choices, User-provided data, Authentication-derived identifiers, Device characteristics more Cookie duration resets each session. Uses other forms of storage. View details | Privacy policylaunch Consent LIVERAMP Cookie duration: 365 (days). Data collected and processed: Browsing and interaction data, Non-precise location data, Device identifiers, IP addresses, Privacy choices, Authentication-derived identifiers, Device characteristics more Cookie duration resets each session. Uses other forms of storage. View details | Storage details | Privacy policylaunch ConsentLegitimate interesthelp_outline GROUPM UK LIMITED Cookie duration: 395 (days). Data collected and processed: Browsing and interaction data, Non-precise location data, Device identifiers, Probabilistic identifiers, IP addresses, Privacy choices, Precise location data, Authentication-derived identifiers, Device characteristics more Cookie duration resets each session. View details | Storage details | Privacy policylaunch ConsentLegitimate interesthelp_outline LOOPME LIMITED Cookie duration: 90 (days). Data collected and processed: Users’ profiles, Browsing and interaction data, Non-precise location data, Device identifiers, Probabilistic identifiers, IP addresses, Privacy choices, User-provided data, Precise location data, Device characteristics more Cookie duration resets each session. Uses other forms of storage. View details | Storage details | Privacy policylaunch ConsentLegitimate interesthelp_outline DYNATA LLC Cookie duration: 365 (days). Data collected and processed: Users’ profiles, Browsing and interaction data, Non-precise location data, Device identifiers, IP addresses, Privacy choices, User-provided data, Authentication-derived identifiers, Device characteristics more Cookie duration resets each session. View details | Storage details | Privacy policylaunch Consent ASK LOCALA Doesn't use cookies. Data collected and processed: Non-precise location data, Device identifiers, IP addresses, Privacy choices, Precise location data, Device characteristics more Uses other forms of storage. View details | Privacy policylaunch ConsentLegitimate interesthelp_outline NEAR INTELLIGENCE Doesn't use cookies. Data collected and processed: Browsing and interaction data, Non-precise location data, Device identifiers, IP addresses, Precise location data, Device characteristics more Uses other forms of storage. View details | Privacy policylaunch ConsentLegitimate interesthelp_outline DOUBLEVERIFY INC. Doesn't use cookies. Data collected and processed: Browsing and interaction data, Non-precise location data, Probabilistic identifiers, IP addresses, Privacy choices, Device characteristics more View details | Privacy policylaunch ConsentLegitimate interesthelp_outline BIDSWITCH GMBH Cookie duration: 365 (days). Data collected and processed: Browsing and interaction data, Non-precise location data, Device identifiers, Probabilistic identifiers, IP addresses, Privacy choices, Precise location data, Authentication-derived identifiers, Device characteristics 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: Browsing and interaction data, Non-precise location data, Device identifiers, IP addresses, Privacy choices, User-provided data, Authentication-derived identifiers, Device characteristics 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: Users’ profiles, Browsing and interaction data, Non-precise location data, Device identifiers, IP addresses, Privacy choices, User-provided data, Device characteristics more Cookie duration resets each session. View details | Privacy policylaunch ConsentLegitimate interesthelp_outline TEADS FRANCE SAS Cookie duration: 365 (days). Data collected and processed: Users’ profiles, Browsing and interaction data, Non-precise location data, Device identifiers, Probabilistic identifiers, IP addresses, Privacy choices, Device characteristics 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: Users’ profiles, Browsing and interaction data, Non-precise location data, Device identifiers, Probabilistic identifiers, IP addresses, Privacy choices, Device characteristics more Uses other forms of storage. View details | Storage details | Privacy policylaunch ConsentLegitimate interesthelp_outline OS DATA SOLUTIONS GMBH & CO. KG Cookie duration: 90 (days). Data collected and processed: Users’ profiles, Browsing and interaction data, Non-precise location data, Device identifiers, Probabilistic identifiers, IP addresses, Privacy choices, User-provided data, Device characteristics 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: Users’ profiles, Browsing and interaction data, Non-precise location data, Device identifiers, IP addresses, Privacy choices, Device characteristics more Uses other forms of storage. View details | Privacy policylaunch ConsentLegitimate interesthelp_outline PLATFORM161 B.V. Cookie duration: 396 (days). Data collected and processed: Users’ profiles, Browsing and interaction data, Non-precise location data, Device identifiers, Probabilistic identifiers, IP addresses, Privacy choices, Precise location data, Device characteristics 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: Browsing and interaction data, Non-precise location data, IP addresses, Privacy choices more Cookie duration resets each session. View details | Storage details | Privacy policylaunch ConsentLegitimate interesthelp_outline BASIS GLOBAL TECHNOLOGIES, INC. Cookie duration: 365 (days). Data collected and processed: Users’ profiles, Browsing and interaction data, Non-precise location data, Device identifiers, IP addresses, Privacy choices, Precise location data, Authentication-derived identifiers, Device characteristics 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: Users’ profiles, Non-precise location data, Device identifiers, Probabilistic identifiers, IP addresses, Privacy choices, User-provided data, Device characteristics more Cookie duration resets each session. View details | Storage details | Privacy policylaunch ConsentLegitimate interesthelp_outline BOMBORA INC. Cookie duration: 365 (days). Data collected and processed: Users’ profiles, Browsing and interaction data, Non-precise location data, Device identifiers, IP addresses, Authentication-derived identifiers, Device characteristics 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: Users’ profiles, Browsing and interaction data, Non-precise location data, Device identifiers, Probabilistic identifiers, IP addresses, Privacy choices, Precise location data, Device characteristics 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, Device identifiers, IP addresses, Device characteristics 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. View details | Storage details | Privacy policylaunch ConsentLegitimate interesthelp_outline MAGNITE CTV, INC. Cookie duration: 366 (days). Data collected and processed: Browsing and interaction data, Non-precise location data, Device identifiers, Probabilistic identifiers, IP addresses, Privacy choices, Precise location data, Device characteristics more View details | Storage details | Privacy policylaunch ConsentLegitimate interesthelp_outline DELTA PROJECTS AB Cookie duration: 365 (days). Data collected and processed: Users’ profiles, Browsing and interaction data, Non-precise location data, Device identifiers, Probabilistic identifiers, IP addresses, Privacy choices, User-provided data, Precise location data, Authentication-derived identifiers, Device characteristics 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. View details | Storage details | Privacy policylaunch ConsentLegitimate interesthelp_outline EMETRIQ GMBH Cookie duration: 365 (days). Data collected and processed: Users’ profiles, Browsing and interaction data, Non-precise location data, Device identifiers, Probabilistic identifiers, IP addresses, Privacy choices, User-provided data, Authentication-derived identifiers, Device characteristics 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: Users’ profiles, Browsing and interaction data, Non-precise location data, Device identifiers, Probabilistic identifiers, IP addresses, Privacy choices, User-provided data, Authentication-derived identifiers, Device characteristics 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: Browsing and interaction data, Non-precise location data, Device identifiers, Probabilistic identifiers, IP addresses, Privacy choices, User-provided data, Device characteristics more View details | Storage details | Privacy policylaunch ConsentLegitimate interesthelp_outline ONETAG LIMITED Cookie duration: 396 (days). Data collected and processed: Browsing and interaction data, Non-precise location data, Device identifiers, IP addresses, Privacy choices, Device characteristics more Cookie duration resets each session. Uses other forms of storage. View details | Storage details | Privacy policylaunch ConsentLegitimate interesthelp_outline CLOUD TECHNOLOGIES S.A. Cookie duration: 365 (days). Data collected and processed: Users’ profiles, Browsing and interaction data, Non-precise location data, Device identifiers, IP addresses, Privacy choices, Authentication-derived identifiers, Device characteristics more Cookie duration resets each session. View details | Privacy policylaunch ConsentLegitimate interesthelp_outline 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: Users’ profiles, Browsing and interaction data, Non-precise location data, Device identifiers, Probabilistic identifiers, IP addresses, Privacy choices, User-provided data, Precise location data, Authentication-derived identifiers, Device characteristics more Cookie duration resets each session. View details | Storage details | Privacy policylaunch ConsentLegitimate interesthelp_outline ADOBE ADVERTISING CLOUD Cookie duration: 365 (days). Data collected and processed: Device identifiers, IP addresses, Privacy choices, Authentication-derived 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: Users’ profiles, Browsing and interaction data, Non-precise location data, Device identifiers, Probabilistic identifiers, IP addresses, Privacy choices, User-provided data, Precise location data, Device characteristics more Uses other forms of storage. View details | Privacy policylaunch ConsentLegitimate interesthelp_outline INTEGRAL AD SCIENCE (INCORPORATING ADMANTX) Doesn't use cookies. Data collected and processed: Browsing and interaction data, Non-precise location data, IP addresses, Privacy choices, Device characteristics more View details | Privacy policylaunch ConsentLegitimate interesthelp_outline WIZALY Cookie duration: 365 (days). Data collected and processed: Browsing and interaction data, Non-precise location data, IP addresses, Privacy choices, Authentication-derived identifiers, 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: Users’ profiles, Browsing and interaction data, Non-precise location data, Device identifiers, Probabilistic identifiers, IP addresses, Privacy choices, User-provided data, Authentication-derived identifiers, Device characteristics 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: Users’ profiles, Browsing and interaction data, Non-precise location data, Device identifiers, IP addresses, Privacy choices, Precise location data more Cookie duration resets each session. View details | Storage details | Privacy policylaunch ConsentLegitimate interesthelp_outline MOBILE PROFESSIONALS BV / SAGE&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: Browsing and interaction data, Non-precise location data, Device identifiers, IP addresses, User-provided data, Precise location data, Device characteristics 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 ConsentLegitimate interesthelp_outline EXACTAG GMBH Cookie duration: 180 (days). Data collected and processed: Browsing and interaction data, Device identifiers, IP addresses, Privacy choices, Authentication-derived identifiers, Device characteristics more Cookie duration resets each session. View details | Storage details | Privacy policylaunch Consent CELTRA INC. Doesn't use cookies. Data collected and processed: Device identifiers, IP addresses, Precise location data, Device characteristics 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: Browsing and interaction data, Non-precise location data, Device identifiers, IP addresses, Privacy choices, User-provided data, Device characteristics more Uses other forms of storage. View details | Privacy policylaunch ConsentLegitimate interesthelp_outline GEMIUS SA Cookie duration: 1825 (days). Data collected and processed: Users’ profiles, Browsing and interaction data, Device identifiers, Privacy choices, Device characteristics more Cookie duration resets each session. Uses other forms of storage. View details | Privacy policylaunch Consent THE KANTAR GROUP LIMITED Cookie duration: 914 (days). Data collected and processed: Browsing and interaction data, Non-precise location data, Device identifiers, IP addresses, Privacy choices, Device characteristics more Cookie duration resets each session. Uses other forms of storage. View details | Privacy policylaunch Consent NIELSEN MEDIA RESEARCH LTD. Cookie duration: 120 (days). Data collected and processed: Browsing and interaction data, Device identifiers, IP addresses, Privacy choices, Device characteristics 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: Users’ profiles, Browsing and interaction data, Non-precise location data, Device identifiers, IP addresses, Privacy choices, User-provided data, Precise location data, Device characteristics 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, Device identifiers, IP addresses, Device characteristics more View details | Storage details | Privacy policylaunch ConsentLegitimate interesthelp_outline ORACLE ADVERTISING Cookie duration: 180 (days). Data collected and processed: Users’ profiles, Browsing and interaction data, Non-precise location data, Device identifiers, Privacy choices, User-provided data, Authentication-derived identifiers, Device characteristics more Uses other forms of storage. View details | Storage details | Privacy policylaunch Consent NUMBERLY Cookie duration: 180 (days). Data collected and processed: Users’ profiles, Browsing and interaction data, Non-precise location data, Device identifiers, IP addresses, Privacy choices, User-provided data, Authentication-derived identifiers, Device characteristics more Cookie duration resets each session. View details | Storage details | Privacy policylaunch Consent AUDIENCEPROJECT APS Cookie duration: 365 (days). Data collected and processed: Users’ profiles, Browsing and interaction data, Non-precise location data, Device identifiers, Probabilistic identifiers, IP addresses, Privacy choices, User-provided data, Authentication-derived identifiers, Device characteristics 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: Users’ profiles, Browsing and interaction data, Non-precise location data, Device identifiers, Probabilistic identifiers, IP addresses, Privacy choices, User-provided data, Precise location data, Device characteristics more Cookie duration resets each session. Uses other forms of storage. View details | Storage details | Privacy policylaunch ConsentLegitimate interesthelp_outline 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: Device identifiers, IP addresses more View details | Storage details | Privacy policylaunch Consent TRAVEL AUDIENCE GMBH Cookie duration: 397 (days). Data collected and processed: Users’ profiles, Browsing and interaction data, Non-precise location data, Device identifiers, Probabilistic identifiers, IP addresses, Precise location data, Authentication-derived identifiers, Device characteristics 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, Device identifiers, Probabilistic identifiers, IP addresses, Device characteristics more View details | Privacy policylaunch ConsentLegitimate interesthelp_outline BLENDEE SRL Cookie duration: 366 (days). Data collected and processed: Users’ profiles, Browsing and interaction data, Non-precise location data, Device identifiers, IP addresses, Privacy choices, User-provided data, Authentication-derived identifiers, Device characteristics more Cookie duration resets each session. Uses other forms of storage. View details | Privacy policylaunch Consent INNOVID LLC Cookie duration: 90 (days). Data collected and processed: Browsing and interaction data, Non-precise location data, Device identifiers, IP addresses, Privacy choices, Device characteristics 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 ConsentLegitimate interesthelp_outline NEUSTAR, INC., A TRANSUNION COMPANY Cookie duration: 365 (days). Data collected and processed: Users’ profiles, Browsing and interaction data, Non-precise location data, Device identifiers, Probabilistic identifiers, IP addresses, Privacy choices, User-provided data, Authentication-derived identifiers, Device characteristics 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: Users’ profiles, Browsing and interaction data, Non-precise location data, Device identifiers, Privacy choices, User-provided data, Authentication-derived identifiers, Device characteristics 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: Users’ profiles, Browsing and interaction data, Non-precise location data, Device identifiers, IP addresses, Privacy choices, User-provided data, Precise location data, Authentication-derived identifiers, Device characteristics more Uses other forms of storage. View details | Privacy policylaunch ConsentLegitimate interesthelp_outline OTTO (GMBH & CO KG) Cookie duration: 365 (days). Data collected and processed: Users’ profiles, Browsing and interaction data, Device identifiers, IP addresses, Privacy choices, User-provided data 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: Users’ profiles, Browsing and interaction data, Non-precise location data, Device identifiers, Probabilistic identifiers, IP addresses, Privacy choices, User-provided data, Precise location data, Authentication-derived identifiers, Device characteristics more Cookie duration resets each session. View details | Privacy policylaunch ConsentLegitimate interesthelp_outline LOCALSENSOR B.V. Doesn't use cookies. Data collected and processed: Non-precise location data, Device identifiers, IP addresses, Privacy choices, Precise location data, Device characteristics more Uses other forms of storage. View details | Privacy policylaunch Consent ONLINE SOLUTION Cookie duration: 365 (days). Data collected and processed: Users’ profiles, Browsing and interaction data, Non-precise location data, Device identifiers, Probabilistic identifiers, IP addresses, Privacy choices, User-provided data, Precise location data, Device characteristics more Cookie duration resets each session. Uses other forms of storage. View details | Privacy policylaunch ConsentLegitimate interesthelp_outline RELAY42 NETHERLANDS B.V. Cookie duration: 730 (days). Data collected and processed: Users’ profiles, Browsing and interaction data, Device identifiers, Probabilistic identifiers, IP addresses, Privacy choices, User-provided data, Device characteristics more View details | Storage details | Privacy policylaunch Consent GP ONE GMBH Cookie duration: Uses session cookies. Data collected and processed: Browsing and interaction data, Non-precise location data, IP addresses, Privacy choices, User-provided data, 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: Browsing and interaction data, Non-precise location data, Device identifiers, Probabilistic identifiers, IP addresses, Privacy choices, Device characteristics more Uses other forms of storage. View details | Privacy policylaunch ConsentLegitimate interesthelp_outline THE MEDIAGRID INC. Cookie duration: 365 (days). Data collected and processed: Browsing and interaction data, Non-precise location data, Device identifiers, Probabilistic identifiers, IP addresses, Privacy choices, Precise location data, Device characteristics 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, Device identifiers, Probabilistic identifiers, IP addresses, Device characteristics more Uses other forms of storage. View details | Privacy policylaunch ConsentLegitimate interesthelp_outline CINT AB Cookie duration: 730 (days). Data collected and processed: Browsing and interaction data, Device identifiers, IP addresses, Privacy choices, Device characteristics more View details | Privacy policylaunch ConsentLegitimate interesthelp_outline GOOGLE ADVERTISING PRODUCTS Cookie duration: 396 (days). Data collected and processed: Users’ profiles, Browsing and interaction data, Non-precise location data, Device identifiers, IP addresses, Privacy choices, User-provided data, Authentication-derived identifiers, Device characteristics more Uses other forms of storage. View details | Privacy policylaunch ConsentLegitimate interesthelp_outline GFK SE Cookie duration: 730 (days). Data collected and processed: Users’ profiles, Browsing and interaction data, Non-precise location data, Device identifiers, IP addresses, Privacy choices, User-provided data, Authentication-derived identifiers, Device characteristics more Uses other forms of storage. View details | Privacy policylaunch Consent REVJET Cookie duration: 730 (days). Data collected and processed: Users’ profiles, Non-precise location data, Device identifiers, IP addresses, Privacy choices more Cookie duration resets each session. View details | Storage details | Privacy policylaunch ConsentLegitimate interesthelp_outline PROTECTED MEDIA LTD Doesn't use cookies. Data collected and processed: Browsing and interaction data, Device identifiers, Probabilistic identifiers, IP addresses, Device characteristics more View details | Privacy policylaunch ConsentLegitimate interesthelp_outline CLINCH LABS LTD Cookie duration: 730 (days). Data collected and processed: Users’ profiles, Browsing and interaction data, Non-precise location data, Device identifiers, Probabilistic identifiers, IP addresses, Privacy choices, Device characteristics 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 ConsentLegitimate 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 ConsentLegitimate interesthelp_outline AMAZON ADVERTISING Cookie duration: 396 (days). Data collected and processed: Users’ profiles, Browsing and interaction data, Non-precise location data, Device identifiers, IP addresses, Privacy choices, Authentication-derived identifiers, Device characteristics more Cookie duration resets each session. Uses other forms of storage. View details | Storage details | Privacy policylaunch ConsentLegitimate interesthelp_outline MOLOCO, INC. Cookie duration: 730 (days). Data collected and processed: Non-precise location data, Device identifiers, IP addresses, Device characteristics more Cookie duration resets each session. Uses other forms of storage. View details | Privacy policylaunch ConsentLegitimate interesthelp_outline ADTRIBA GMBH Cookie duration: 730 (days). Data collected and processed: Browsing and interaction data, Non-precise location data, Device identifiers, IP addresses, Privacy choices, Authentication-derived identifiers, Device characteristics more Cookie duration resets each session. View details | Storage details | Privacy policylaunch Consent OBJECTIVE PARTNERS BV Cookie duration: 90 (days). Data collected and processed: Device identifiers more Cookie duration resets each session. View details | Storage details | Privacy policylaunch Consent ENSIGHTEN Cookie duration: 1825 (days). Data collected and processed: Browsing and interaction data, Device identifiers, IP addresses, Privacy choices, Device characteristics more Cookie duration resets each session. View details | Storage details | Privacy policylaunch ConsentLegitimate interesthelp_outline EBAY INC Cookie duration: 90 (days). Data collected and processed: IP addresses, Privacy choices, Device characteristics more View details | Storage details | Privacy policylaunch ConsentLegitimate interesthelp_outline HURRA COMMUNICATIONS GMBH Cookie duration: 366 (days). Data collected and processed: Non-precise location data, Device identifiers, IP addresses, Precise location data, Authentication-derived identifiers, Device characteristics more Cookie duration resets each session. View details | Storage details | Privacy policylaunch ConsentLegitimate interesthelp_outline Ad partners help_outline GSKINNER Privacy policylaunch Consent AKAMAI Privacy policylaunch Consent FACEBOOK Privacy policylaunch Consent AUNICA Privacy policylaunch Consent BOOKING.COM Privacy policylaunch Consent C3 METRICS Privacy policylaunch Consent IBM Privacy policylaunch Consent EVIDON Privacy policylaunch Consent CUBED Privacy policylaunch Consent OPTOMATON Privacy policylaunch Consent INTELLIAD Privacy policylaunch Consent ANALIGHTS Privacy policylaunch Consent DSTILLERY Privacy policylaunch Consent MEDIAMATH Privacy policylaunch Consent DMA INSTITUTE Privacy policylaunch Consent ZMS Privacy policylaunch Consent DENTSU AEGIS NETWORK Privacy policylaunch Consent IGNITION ONE Privacy policylaunch Consent OMNICOM MEDIA GROUP Privacy policylaunch Consent DIGISEG Privacy policylaunch Consent RESONATE Privacy policylaunch Consent SOJERN Privacy policylaunch Consent HAENSEL AMS Privacy policylaunch Consent BDSK HANDELS GMBH & CO. 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