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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 SHINY.GOSLING IS NOW ON BIOCONDUCTOR – AN OPEN-SOURCE SOFTWARE FOR BIOINFORMATICS June 10, 2024 | Dario Radečić Inclusion of our shiny.gosling package on Bioconductor is a three-fold milestone for us. First, it gives our developers the recognition they deserve. Second, it strengthens our position as a leading voice in bioinformatics software development. And finally, it amplifies our visibility and credibility within the scientific community. For you, ... [Read more...] R SOLUTION FOR EXCEL PUZZLES June 10, 2024 | Numbers around us Puzzles no. 469–473PuzzlesAuthor: ExcelBIAll files (xlsx with puzzle and R with solution) for each and every puzzle are available on my Github. Enjoy.Puzzle #469This task is suprisingly easy and interesting at once. We have sequence of letters separate... [Read more...] INTRODUCTION TO MY CONTENT SERIES June 9, 2024 | Steven P. Sanderson II, MPH Introduction Hello Everyone, I’m excited to kick off a new content series dedicated to reviewing and exploring the R packages I’ve developed. Over the coming weeks, I’ll be diving into the details, features, and practical applications of each ... [Read more...] FORECASTING THE UEFA EURO 2024 WITH A MACHINE LEARNING ENSEMBLE June 9, 2024 | Achim Zeileis Probabilistic forecasts for the UEFA Euro 2024 are obtained by using a hybrid model that combines data from four advanced statistical models. The favorite is France, followed by England and host Germany. Football fans arou... [Read more...] REMOVE ROWS FROM DATAFRAME BASED ON CONDITION IN R June 9, 2024 | Zubair Goraya In data science, the ability to manipulate data frames is essential. Whether you're a seasoned data scientist or a budding analyst, removing specific rows from a data frame based on certain conditions is a fundamental skill. It's the digital equivalen... [Read more...] NEW PAPER ON DATA PRIVACY June 9, 2024 | matloff Readers who are interested in the Data Privacy field may find our new paper (Perry, Matloff, Tendick) of interest, https://tdp.cat/issues21/tdp.a478a22.pdf…. There we introduce a new method that we call RWN, Randomization within Neighborhoods. We present a bit of supporting theory and do some ... [Read more...] WHY YOU SHOULDN’T USE BOXPLOTS June 8, 2024 | Albert Rapp Box plots are a very common tool in data visualization to show how your data is distributed. But they have a crucial flaw. Let’s find out what that flaw is. And if you’re interested in the video version of this blog post, you can find it here: ... [Read more...] THE HITCHHIKER’S GUIDE TO LINEAR MODELS June 7, 2024 | pacha.dev/blog About The Hitchhiker’s Guide to Linear Models can be downloaded for free (or for a suggested price of 10 USD) from Leanpub. For every exercise I did my best to connect the specific statistical concepts with R code, and every time I use linear alg... [Read more...] LOGANALYZER: AN EASY-TO-USE LOG MONITORING TOOL FOR R/SHINY APPLICATIONS June 7, 2024 | Deepansh Khurana Posit Connect is often the de facto platform to deploy R/Shiny applications, Python applications, and Quarto-Shiny documents. And when something goes wrong, we immediately go and visit the logs. But often the logs are walls of text that we have to scour through and when you have been coding ... [Read more...] HOW TO CHECK IF A CHARACTER IS IN A STRING IN R June 6, 2024 | Steven P. Sanderson II, MPH Introduction When working with text data in R, one common task is to check if a character or substring is present within a larger string. R offers multiple ways to accomplish this, ranging from base R functions to packages like stringr and stri... [Read more...] MATRICES WITH FIXED ROW AND COLUMN SUMS June 6, 2024 | Stéphane Laurent Given two vectors \(p\) and \(q\) of non-negative integer numbers, denote by \(A(p, q)\) the number of matrices with non-negative integer entries whose row sum and column sum respectively are \(p\... [Read more...] JUNE 2024 TRAINING UPDATE June 6, 2024 | The Jumping Rivers Blog Our courses for the second half of 2024 have now been released. We have everything from the very basics of R and Python for data science, to advanced statistical modelling and machine learning. Interested in dashboards and reporting? We have cour... [Read more...] PUBLIC PINBALL MACHINES PER CAPITA: A NEW GLOBAL INDICATOR June 6, 2024 | R on Publishable Stuff There are tons of well-known global indicators. We’ve all heard of gross domestic product, life expectancy, rate of literacy, etc. But, ever since I discovered pinballmap.com, possibly the world’s most comprehensive database of public pinball locations, I’ve been thinking about a potential new global indicator: Public ... [Read more...] JOINS ARE NO MYSTERY ANYMORE: HANDS-ON TUTORIAL — PART 2 June 6, 2024 | Numbers around us Joins Are No Mystery Anymore: Hands-On Tutorial — Part 2Welcome back to the second part of our series, “Joins Are No Mystery Anymore: Hands-On Tutorial.” In the first part, we explored the foundational types of joins, including Inner Join, Left Join, R... [Read more...] R ONE BILLION ROW CHALLENGE: IS R VIABLE OPTION FOR ANALYZING HUGE DATASETS? June 6, 2024 | Dario Radečić Note: Thank you Kamil Żyła for providing guidance and expertise in writing R code for this article. R, being single-threaded in nature, isn’t the fastest programming language out there. You have options when it comes to parallelism, but these often don’t reduce the runtime as much as ... [Read more...] INTRODUCTION OF MY CONTENT SERIES June 5, 2024 | Steven P. Sanderson II, MPH Introduction Hello, everyone! I’m excited to introduce a new content series that will be shared across multiple platforms, including my blog, LinkedIn, Mastodon, and Telegram. This series is designed to provide you with valuable insights, pract... [Read more...] FROM SCRIPTS TO PACKAGE. DEVELOPING DENDRONETWORK AND LEARNING WITH ROPENSCI June 5, 2024 | rOpenSci - open tools for open science Developing dendroNetwork as a package was not a goal from the beginning, but looking back, I think that it should have been. I wish someone had suggested making a package to me much earlier. Why? Because of many things, but mostly: reproducibility and... [Read more...] HOW TO DEVELOP ROBUST AND MAINTAINABLE JAVASCRIPT CODE WITHIN A SHINY APPLICATION June 5, 2024 | Pavel Demin The ability to write JavaScript code is essential to creating fast, custom, highly interactive Shiny applications. Whenever you want near-instant user interaction, use browser features, or add custom server-client communication, you would reach out to JavaScript. Despite all that, the majority of JS code in Shiny apps looks… sad. As ... [Read more...] THE SANCTUARY: STATS AND DATA FROM {SURVIVOR} June 5, 2024 | Daniel Oehm I wanted a space to throw all my tables and charts made using the {survivoR} R package into, so I […] The post The Sanctuary: Stats and data from {survivoR} appeared first on Dan Oehm | Gradient Descending. [Read more...] INSTALL POSTGIS ON RED HAT ENTERPRISE LINUX (RHEL) 8 June 4, 2024 | pacha.dev/blog Motivation I was ready to copy a table with a geometry column from R to PostgreSQL, and I saw this error that wasn’t there yesterday: Error: Failed to fetch row : ERROR: type "geometry" does not exist at character 108 I ran sudo -i -u postgres; ... [Read more...] 1 2 3 … 2,110 » MOST VIEWED POSTS (WEEKLY) * How to install (and update!) R and RStudio * Why you shouldn’t use boxplots * Forecasting the UEFA Euro 2024 with a machine learning ensemble * PCA vs Autoencoders for Dimensionality Reduction * Date Formats in R * Principal component analysis (PCA) in R * R One Billion Row Challenge: Is R Viable Option for Analyzing Huge Datasets? 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Data collected and processed: Authentication-derived identifiers, Device characteristics, Non-precise location data, IP addresses, Users’ profiles, Precise location data, Privacy choices, Browsing and interaction data, User-provided data, Device identifiers more Cookie duration resets each session. Uses other forms of storage. View details | Storage details | Privacy policylaunch ConsentLegitimate interesthelp_outline SEMASIO GMBH Cookie duration: 366 (days). Data collected and processed: IP addresses, Privacy choices, Browsing and interaction data, Device identifiers more Cookie duration resets each session. View details | Storage details | Privacy policylaunch Consent CRIMTAN HOLDINGS LIMITED Cookie duration: 365 (days). Data collected and processed: Authentication-derived identifiers, Device characteristics, Non-precise location data, IP addresses, Probabilistic identifiers, Users’ profiles, Precise location data, Privacy choices, Browsing and interaction data, User-provided data, Device identifiers 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: Authentication-derived identifiers, Device characteristics, Non-precise location data, IP addresses, Probabilistic identifiers, Users’ profiles, Privacy choices, Browsing and interaction data, Device identifiers more Cookie duration resets each session. View details | Storage details | Privacy policylaunch Consent CRITEO SA Cookie duration: 390 (days). Data collected and processed: Authentication-derived identifiers, Device characteristics, Non-precise location data, IP addresses, Probabilistic identifiers, Users’ profiles, Privacy choices, Browsing and interaction data, Device identifiers more Uses other forms of storage. View details | Storage details | Privacy policylaunch Consent ADLOOX SA Doesn't use cookies. Data collected and processed: Device characteristics, Non-precise location data, IP addresses, Probabilistic identifiers, Browsing and interaction data, 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: Authentication-derived identifiers, Device characteristics, Non-precise location data, IP addresses, Probabilistic identifiers, Users’ profiles, Precise location data, Privacy choices, Browsing and interaction data, User-provided data, 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: Authentication-derived identifiers, Device characteristics, IP addresses, Probabilistic identifiers, Users’ profiles, Privacy choices, Browsing and interaction data, User-provided data, 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: Authentication-derived identifiers, Device characteristics, Non-precise location data, IP addresses, Privacy choices, Browsing and interaction data, 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: Authentication-derived identifiers, Device characteristics, Non-precise location data, IP addresses, Probabilistic identifiers, Precise location data, Privacy choices, Browsing and interaction data, Device identifiers 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: Device characteristics, Non-precise location data, IP addresses, Probabilistic identifiers, Users’ profiles, Precise location data, Privacy choices, Browsing and interaction data, User-provided data, 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: Authentication-derived identifiers, Device characteristics, Non-precise location data, IP addresses, Users’ profiles, Privacy choices, Browsing and interaction data, User-provided data, 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: Device characteristics, Non-precise location data, IP addresses, Precise location data, Privacy choices, Device identifiers more Uses other forms of storage. View details | Privacy policylaunch Consent AZIRA Doesn't use cookies. Data collected and processed: Device characteristics, Non-precise location data, IP addresses, Users’ profiles, Precise location data, Privacy choices, Browsing and interaction data, Device identifiers more Uses other forms of storage. View details | Privacy policylaunch ConsentLegitimate interesthelp_outline DOUBLEVERIFY INC. Doesn't use cookies. Data collected and processed: Device characteristics, Non-precise location data, IP addresses, Probabilistic identifiers, Privacy choices, Browsing and interaction data more View details | Privacy policylaunch Legitimate interesthelp_outline BIDSWITCH GMBH Cookie duration: 365 (days). Data collected and processed: Authentication-derived identifiers, Device characteristics, Non-precise location data, IP addresses, Probabilistic identifiers, Precise location data, Privacy choices, Browsing and interaction data, Device identifiers more Cookie duration resets each session. Uses other forms of storage. View details | Privacy policylaunch Consent IPONWEB GMBH Cookie duration: 365 (days). Data collected and processed: Authentication-derived identifiers, Device characteristics, Non-precise location data, IP addresses, Privacy choices, Browsing and interaction data, User-provided data, 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: Device characteristics, Non-precise location data, IP addresses, Users’ profiles, Privacy choices, Browsing and interaction data, User-provided data, Device identifiers more Cookie duration resets each session. View details | Privacy policylaunch Consent TEADS FRANCE SAS Cookie duration: 365 (days). Data collected and processed: Device characteristics, Non-precise location data, IP addresses, Probabilistic identifiers, Users’ profiles, Privacy choices, Browsing and interaction data, 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: Device characteristics, Non-precise location data, IP addresses, Probabilistic identifiers, Users’ profiles, Privacy choices, Browsing and interaction data, Device identifiers 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: Device characteristics, Non-precise location data, IP addresses, Probabilistic identifiers, Users’ profiles, Privacy choices, Browsing and interaction data, User-provided data, Device identifiers more Uses other forms of storage. View details | Storage details | Privacy policylaunch ConsentLegitimate interesthelp_outline PERMODO GMBH Doesn't use cookies. Data collected and processed: Device characteristics, Non-precise location data, IP addresses, Users’ profiles, Privacy choices, Browsing and interaction data, Device identifiers more Uses other forms of storage. View details | Privacy policylaunch Consent PLATFORM161 B.V. Cookie duration: 396 (days). Data collected and processed: Device characteristics, Non-precise location data, IP addresses, Probabilistic identifiers, Users’ profiles, Precise location data, Privacy choices, Browsing and interaction data, Device identifiers more Cookie duration resets each session. Uses other forms of storage. View details | Storage details | Privacy policylaunch Consent ADACADO TECHNOLOGIES INC. (DBA ADACADO) Cookie duration: 365 (days). Data collected and processed: Non-precise location data, IP addresses, Privacy choices, Browsing and interaction data 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: Authentication-derived identifiers, Device characteristics, Non-precise location data, IP addresses, Users’ profiles, Precise location data, Privacy choices, Browsing and interaction data, 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: Device characteristics, Non-precise location data, IP addresses, Probabilistic identifiers, Users’ profiles, Privacy choices, User-provided data, Device identifiers more Cookie duration resets each session. View details | Storage details | Privacy policylaunch Consent BOMBORA INC. Cookie duration: 365 (days). Data collected and processed: Authentication-derived identifiers, Device characteristics, Non-precise location data, IP addresses, Users’ profiles, Browsing and interaction data, Device identifiers more Cookie duration resets each session. Uses other forms of storage. View details | Storage details | Privacy policylaunch ConsentLegitimate interesthelp_outline EASYMEDIA GMBH Cookie duration: 365 (days). Data collected and processed: Device characteristics, Non-precise location data, IP addresses, Probabilistic identifiers, Users’ profiles, Precise location data, Privacy choices, Browsing and interaction data, 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: Device characteristics, Non-precise location data, IP addresses, Browsing and interaction data, 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. View details | Storage details | Privacy policylaunch ConsentLegitimate interesthelp_outline MAGNITE CTV, INC. Cookie duration: 366 (days). Data collected and processed: Device characteristics, Non-precise location data, IP addresses, Probabilistic identifiers, Precise location data, Privacy choices, Browsing and interaction data, Device identifiers more Cookie duration resets each session. Uses other forms of storage. View details | Storage details | Privacy policylaunch ConsentLegitimate interesthelp_outline DELTA PROJECTS AB Cookie duration: 365 (days). Data collected and processed: Authentication-derived identifiers, Device characteristics, Non-precise location data, IP addresses, Probabilistic identifiers, Users’ profiles, Precise location data, Privacy choices, Browsing and interaction data, User-provided data, 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. View details | Storage details | Privacy policylaunch Consent EMETRIQ GMBH Cookie duration: 365 (days). Data collected and processed: Authentication-derived identifiers, Device characteristics, Non-precise location data, IP addresses, Probabilistic identifiers, Users’ profiles, Privacy choices, Browsing and interaction data, User-provided data, 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: 1825 (days). Data collected and processed: Authentication-derived identifiers, Device characteristics, Non-precise location data, IP addresses, Probabilistic identifiers, Users’ profiles, Privacy choices, Browsing and interaction data, User-provided data, 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: Device characteristics, Non-precise location data, IP addresses, Probabilistic identifiers, Privacy choices, Browsing and interaction data, User-provided data, Device identifiers more View details | Storage details | Privacy policylaunch ConsentLegitimate interesthelp_outline ONETAG LIMITED Cookie duration: 396 (days). Data collected and processed: Device characteristics, Non-precise location data, IP addresses, Privacy choices, Browsing and interaction data, Device identifiers more Cookie duration resets each session. Uses other forms of storage. View details | Storage details | Privacy policylaunch Consent CLOUD TECHNOLOGIES S.A. Cookie duration: 365 (days). Data collected and processed: Authentication-derived identifiers, Device characteristics, Non-precise location data, IP addresses, Users’ profiles, Privacy choices, Browsing and interaction data, Device identifiers more Cookie duration resets each session. View details | Privacy policylaunch Consent SMARTOLOGY LIMITED Doesn't use cookies. Data collected and processed: IP addresses more Uses other forms of storage. View details | Privacy policylaunch ConsentLegitimate interesthelp_outline IMPROVE DIGITAL Cookie duration: 90 (days). Data collected and processed: Authentication-derived identifiers, Device characteristics, Non-precise location data, IP addresses, Probabilistic identifiers, Users’ profiles, Precise location data, Privacy choices, Browsing and interaction data, User-provided data, Device identifiers 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: Authentication-derived identifiers, IP addresses, Privacy choices, Device identifiers more View details | Storage details | Privacy policylaunch ConsentLegitimate interesthelp_outline BANNERFLOW AB Cookie duration: 366 (days). Data collected and processed: Device characteristics, Non-precise location data, IP addresses, Privacy choices more Cookie duration resets each session. View details | Storage details | Privacy policylaunch ConsentLegitimate interesthelp_outline TABMO SAS Doesn't use cookies. Data collected and processed: Device characteristics, Non-precise location data, IP addresses, Probabilistic identifiers, Users’ profiles, Precise location data, Privacy choices, Browsing and interaction data, User-provided data, Device identifiers more Uses other forms of storage. View details | Privacy policylaunch Consent INTEGRAL AD SCIENCE (INCORPORATING ADMANTX) Doesn't use cookies. Data collected and processed: Device characteristics, Non-precise location data, IP addresses, Privacy choices, Browsing and interaction data more View details | Privacy policylaunch Legitimate interesthelp_outline WIZALY Cookie duration: 365 (days). Data collected and processed: Authentication-derived identifiers, Device characteristics, Non-precise location data, IP addresses, Privacy choices, Browsing and interaction data 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: Authentication-derived identifiers, Device characteristics, Non-precise location data, IP addresses, Probabilistic identifiers, Users’ profiles, Privacy choices, Browsing and interaction data, User-provided data, 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: Non-precise location data, IP addresses, Users’ profiles, Precise location data, Privacy choices, Browsing and interaction data, Device identifiers more Cookie duration resets each session. View details | Storage details | Privacy policylaunch Consent 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: Device characteristics, Non-precise location data, IP addresses, Precise location data, Browsing and interaction data, User-provided data, Device identifiers more View details | Storage details | Privacy policylaunch Consent ROCKABOX MEDIA LTD Doesn't use cookies. Data collected and processed: Device characteristics, Non-precise location data, IP addresses, Browsing and interaction data more View details | Storage details | Privacy policylaunch Legitimate interesthelp_outline EXACTAG GMBH Cookie duration: 180 (days). Data collected and processed: Authentication-derived identifiers, Device characteristics, IP addresses, Privacy choices, Browsing and interaction data, 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: Device characteristics, IP addresses, Precise location data, Device identifiers more Uses other forms of storage. View details | Storage details | Privacy policylaunch Consent MAINADV SRL Cookie duration: 30 (days). Data collected and processed: Device characteristics, Non-precise location data, IP addresses, Privacy choices, Browsing and interaction data, User-provided data, Device identifiers more Uses other forms of storage. View details | Privacy policylaunch Consent GEMIUS SA Cookie duration: 1825 (days). Data collected and processed: Device characteristics, Users’ profiles, Privacy choices, Browsing and interaction data, Device identifiers more Cookie duration resets each session. Uses other forms of storage. View details | Storage details | Privacy policylaunch Consent THE KANTAR GROUP LIMITED Cookie duration: 914 (days). Data collected and processed: Device characteristics, Non-precise location data, IP addresses, Privacy choices, Browsing and interaction data, Device identifiers more Cookie duration resets each session. Uses other forms of storage. View details | Privacy policylaunch Consent NIELSEN MEDIA RESEARCH LTD. Cookie duration: 120 (days). Data collected and processed: Device characteristics, IP addresses, Privacy choices, Browsing and interaction data, 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: Device characteristics, Non-precise location data, IP addresses, Users’ profiles, Precise location data, Privacy choices, Browsing and interaction data, User-provided data, 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: Device characteristics, Non-precise location data, IP addresses, Browsing and interaction data, Device identifiers more View details | Storage details | Privacy policylaunch Consent ORACLE ADVERTISING Cookie duration: 180 (days). Data collected and processed: Authentication-derived identifiers, Device characteristics, Non-precise location data, IP addresses, Users’ profiles, Privacy choices, Browsing and interaction data, User-provided data, Device identifiers more Uses other forms of storage. View details | Storage details | Privacy policylaunch Consent NUMBERLY Cookie duration: 180 (days). Data collected and processed: Authentication-derived identifiers, Device characteristics, Non-precise location data, IP addresses, Users’ profiles, Privacy choices, Browsing and interaction data, User-provided data, Device identifiers more Cookie duration resets each session. View details | Storage details | Privacy policylaunch Consent AUDIENCEPROJECT A/S Cookie duration: 365 (days). Data collected and processed: Authentication-derived identifiers, Device characteristics, Non-precise location data, IP addresses, Probabilistic identifiers, Users’ profiles, Privacy choices, Browsing and interaction data, User-provided data, 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: Device characteristics, Non-precise location data, IP addresses, Probabilistic identifiers, Users’ profiles, Precise location data, Privacy choices, Browsing and interaction data, User-provided data, Device identifiers more Cookie duration resets each session. Uses other forms of storage. View details | Storage details | Privacy policylaunch Consent EFFILIATION / EFFINITY Cookie duration: 30 (days). Data collected and processed: Device characteristics more Cookie duration resets each session. View details | Storage details | Privacy policylaunch Consent ARRIVALIST CO. Cookie duration: 365 (days). Data collected and processed: Non-precise location data, IP addresses more Cookie duration resets each session. View details | Storage details | Privacy policylaunch Consent SEENTHIS AB Doesn't use cookies. Data collected and processed: Device characteristics, IP addresses more View details | Privacy policylaunch COMMANDERS ACT Cookie duration: 365 (days). Data collected and processed: IP addresses, Device identifiers more View details | Storage details | Privacy policylaunch Consent TRAVEL AUDIENCE GMBH Cookie duration: 397 (days). Data collected and processed: Authentication-derived identifiers, Device characteristics, Non-precise location data, IP addresses, Probabilistic identifiers, Users’ profiles, Precise location data, Browsing and interaction data, 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: Device characteristics, Non-precise location data, IP addresses, Probabilistic identifiers, Device identifiers more View details | Privacy policylaunch Legitimate interesthelp_outline ADLUDIO LTD. Doesn't use cookies. Data collected and processed: Device characteristics more View details | Privacy policylaunch Consent BLENDEE SRL Cookie duration: 366 (days). Data collected and processed: Authentication-derived identifiers, Device characteristics, Non-precise location data, IP addresses, Users’ profiles, Privacy choices, Browsing and interaction data, User-provided data, 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: Device characteristics, Non-precise location data, IP addresses, Privacy choices, Browsing and interaction data, 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: Authentication-derived identifiers, Device characteristics, Non-precise location data, IP addresses, Probabilistic identifiers, Users’ profiles, Privacy choices, Browsing and interaction data, User-provided data, Device identifiers more Cookie duration resets each session. Uses other forms of storage. View details | Privacy policylaunch ConsentLegitimate interesthelp_outline VERVE GROUP EUROPE GMBH Doesn't use cookies. Data collected and processed: Authentication-derived identifiers, Device characteristics, Non-precise location data, IP addresses, Users’ profiles, Precise location data, Privacy choices, Browsing and interaction data, User-provided data, Device identifiers more Uses other forms of storage. View details | Privacy policylaunch Consent OTTO (GMBH & CO KG) Cookie duration: 365 (days). Data collected and processed: IP addresses, Users’ profiles, Privacy choices, Browsing and interaction data, User-provided data, 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: Authentication-derived identifiers, Device characteristics, Non-precise location data, IP addresses, Probabilistic identifiers, Users’ profiles, Precise location data, Privacy choices, Browsing and interaction data, User-provided data, Device identifiers more Cookie duration resets each session. View details | Storage details | Privacy policylaunch Consent LOCALSENSOR B.V. Doesn't use cookies. Data collected and processed: Device characteristics, Non-precise location data, IP addresses, Precise location data, Privacy choices, Device identifiers more Uses other forms of storage. View details | Privacy policylaunch Consent ONLINE SOLUTION Cookie duration: 365 (days). Data collected and processed: Device characteristics, Non-precise location data, IP addresses, Probabilistic identifiers, Users’ profiles, Precise location data, Privacy choices, Browsing and interaction data, User-provided data, 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: Device characteristics, IP addresses, Probabilistic identifiers, Users’ profiles, Privacy choices, Browsing and interaction data, User-provided data, Device identifiers more View details | Storage details | Privacy policylaunch Consent GP ONE GMBH Cookie duration: Uses session cookies. Data collected and processed: Device characteristics, Non-precise location data, IP addresses, Privacy choices, Browsing and interaction data, User-provided data more Uses other forms of storage. View details | Storage details | Privacy policylaunch ConsentLegitimate interesthelp_outline THE MEDIAGRID INC. Cookie duration: 365 (days). Data collected and processed: Device characteristics, Non-precise location data, IP addresses, Probabilistic identifiers, Precise location data, Privacy choices, Browsing and interaction data, 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: Device characteristics, IP addresses, Probabilistic identifiers, Users’ profiles, Browsing and interaction data, Device identifiers more Uses other forms of storage. View details | Privacy policylaunch Consent CINT AB Cookie duration: 730 (days). Data collected and processed: Device characteristics, IP addresses, Privacy choices, Browsing and interaction data, Device identifiers more Uses other forms of storage. View details | Privacy policylaunch Consent GOOGLE ADVERTISING PRODUCTS Cookie duration: 396 (days). Data collected and processed: Authentication-derived identifiers, Device characteristics, Non-precise location data, IP addresses, Users’ profiles, Privacy choices, Browsing and interaction data, User-provided data, Device identifiers more Uses other forms of storage. View details | Storage details | Privacy policylaunch ConsentLegitimate interesthelp_outline GFK GMBH Cookie duration: 730 (days). Data collected and processed: Authentication-derived identifiers, Device characteristics, Non-precise location data, IP addresses, Users’ profiles, Privacy choices, Browsing and interaction data, User-provided data, Device identifiers more Uses other forms of storage. View details | Storage details | Privacy policylaunch Consent REVJET Cookie duration: 730 (days). Data collected and processed: Non-precise location data, IP addresses, Users’ profiles, Privacy choices, 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: Device characteristics, IP addresses, Probabilistic identifiers, Browsing and interaction data, Device identifiers more View details | Privacy policylaunch Legitimate interesthelp_outline CLINCH LABS LTD Cookie duration: 730 (days). Data collected and processed: Device characteristics, Non-precise location data, IP addresses, Probabilistic identifiers, Users’ profiles, Privacy choices, Browsing and interaction data, Device identifiers more Cookie duration resets each session. View details | Storage 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: Authentication-derived identifiers, Device characteristics, Non-precise location data, IP addresses, Users’ profiles, Privacy choices, Browsing and interaction data, Device identifiers more Cookie duration resets each session. Uses other forms of storage. View details | Storage details | Privacy policylaunch Consent MOLOCO, INC. Cookie duration: 730 (days). Data collected and processed: Device characteristics, Non-precise location data, IP addresses, Device identifiers 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: Authentication-derived identifiers, Device characteristics, Non-precise location data, IP addresses, Privacy choices, Browsing and interaction data, Device identifiers 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: Device characteristics, IP addresses, Privacy choices, Browsing and interaction data, Device identifiers more Cookie duration resets each session. View details | Storage details | Privacy policylaunch Legitimate interesthelp_outline EBAY INC Cookie duration: 90 (days). Data collected and processed: Device characteristics, IP addresses, Privacy choices more View details | Storage details | Privacy policylaunch Consent HURRA COMMUNICATIONS GMBH Cookie duration: 366 (days). Data collected and processed: Authentication-derived identifiers, Device characteristics, Non-precise location data, IP addresses, Probabilistic identifiers, Precise location data, Browsing and interaction data, Device identifiers more Cookie duration resets each session. View details | Storage details | Privacy policylaunch Consent Ad partners help_outline AKAMAI Privacy policylaunch Consent META 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 INTELLIAD Privacy policylaunch Consent DSTILLERY Privacy policylaunch Consent MEDIAMATH Privacy policylaunch Consent ZMS Privacy policylaunch Consent OMNICOM MEDIA GROUP Privacy policylaunch Consent RESONATE Privacy policylaunch Consent SOJERN Privacy policylaunch Consent TRADEDOUBLER AB Privacy policylaunch Consent TRUSTARC Privacy policylaunch Consent TRUEFFECT Privacy policylaunch Consent TRAVEL DATA COLLECTIVE Privacy policylaunch Consent ADVOLUTION.CONTROL Privacy policylaunch Consent LIFESTREET Privacy policylaunch Consent ADMAXIM Privacy policylaunch Consent BATCH MEDIA Privacy policylaunch Consent VODAFONE GMBH Privacy policylaunch Consent MAGNITE Privacy policylaunch Consent SCENESTEALER Privacy policylaunch Consent NETQUEST Privacy policylaunch Consent MANAGE.COM Privacy policylaunch Consent CLOUDFLARE Privacy policylaunch Consent SALESFORCE DMP Privacy policylaunch Consent NETFLIX Privacy policylaunch Consent MACROMILL GROUP Privacy policylaunch Consent EBUILDERS Privacy policylaunch Consent APPLOVIN CORP. Privacy policylaunch Consent FRACTIONAL MEDIA Privacy policylaunch Consent RACKSPACE Privacy policylaunch Consent LIFTOFF Privacy policylaunch Consent MSI-ACI Privacy policylaunch Consent NAVEGG Privacy policylaunch Consent ADMEDO Privacy policylaunch Consent KOCHAVA Privacy policylaunch Consent MOBITRANS Privacy policylaunch Consent ADEX Privacy policylaunch Consent IMPACT Privacy policylaunch Consent SPOTAD Privacy policylaunch Consent AARKI Privacy policylaunch Consent SFR Privacy policylaunch Consent CABLATO Privacy policylaunch Consent WAYSTACK Privacy policylaunch Consent TRESENSA Privacy policylaunch Consent GSKINNER Privacy policylaunch Consent CUBED Privacy policylaunch Consent OPTOMATON Privacy policylaunch Consent ANALIGHTS Privacy policylaunch Consent DENTSU AEGIS NETWORK Privacy policylaunch Consent DIGISEG Privacy policylaunch Consent HAENSEL AMS Privacy policylaunch Consent BDSK HANDELS GMBH & CO. KG Privacy policylaunch Consent MARKETING SCIENCE CONSULTING GROUP, INC. Privacy policylaunch Consent DENTSU Privacy policylaunch Consent KOBLER Privacy policylaunch Consent WIDESPACE Privacy policylaunch Consent VIMEO Privacy policylaunch Consent Accept all Confirm choices Close