{"id":24824,"date":"2022-11-18T00:00:00","date_gmt":"2022-11-18T00:00:00","guid":{"rendered":"https:\/\/www.mailgun.com\/blog\/processamento-de-dados-metodos\/"},"modified":"2026-09-16T19:08:56","modified_gmt":"2026-09-16T19:08:56","slug":"processamento-de-dados-metodos","status":"publish","type":"blog","link":"https:\/\/www.mailgun.com\/pt\/blog\/it-and-engineering\/processamento-de-dados-metodos\/","title":{"rendered":"Processamento de dados: m\u00e9todos por tr\u00e1s da loucura"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">It\u2019s a mad, mad world of data that we live in, but if you know how to harness its power, data can fuel everything from your SEO to your scalability. Understanding data processing methods is no picnic but we\u2019ve got the guide \u2013 and you guessed it, the data \u2013 to break it down into byte-sized pieces. Pun intended.<\/p>\n\r\n    <nav data-content-type=\"longform\" class=\"toc-block longform-spacings px-5 py-6 px-md-6 px-lg-7 py-md-7 bg-light fs-sm rounded-lg\" aria-labelledby=\"toc-title-1705\"><p class=\"h5 m-0\" id=\"toc-title-1705\">\u00cdndice<\/p><div class=\"d-flex mt-3\"><div class=\"w-auto fw-bold text-accent d-flex me-2\">01<\/div><div class=\"d-flex flex-column\"><a class=\"fw-bold scrollme link-body-color text-accent\" href=\"#what-is-data\">What is data?<\/a><\/div><\/div><div class=\"d-flex mt-3\"><div class=\"w-auto fw-bold text-accent d-flex me-2\">02<\/div><div class=\"d-flex flex-column\"><a class=\"fw-bold scrollme link-body-color text-accent\" href=\"#what-is-data-processing\">What is data processing?<\/a><\/div><\/div><div class=\"d-flex mt-3\"><div class=\"w-auto fw-bold text-accent d-flex me-2\">03<\/div><div class=\"d-flex flex-column\"><a class=\"fw-bold scrollme link-body-color text-accent\" href=\"#types-of-data-processing\">Types of data processing<\/a><a class=\"scrollme link-body-color\" href=\"#batch-processing\">Batch processing<\/a><a class=\"scrollme link-body-color\" href=\"#online-processing\">Online processing<\/a><a class=\"scrollme link-body-color\" href=\"#time-sharing-and-real-time-data-processing\">Time-sharing and real-time data processing<\/a><\/div><\/div><div class=\"d-flex mt-3\"><div class=\"w-auto fw-bold text-accent d-flex me-2\">04<\/div><div class=\"d-flex flex-column\"><a class=\"fw-bold scrollme link-body-color text-accent\" href=\"#what-is-data-collection\">What is data collection?<\/a><a class=\"scrollme link-body-color\" href=\"#data-collection-compliance-and-strategy\">Data collection: Compliance and strategy<\/a><\/div><\/div><div class=\"d-flex mt-3\"><div class=\"w-auto fw-bold text-accent d-flex me-2\">05<\/div><div class=\"d-flex flex-column\"><a class=\"fw-bold scrollme link-body-color text-accent\" href=\"#types-of-data\">Types of data<\/a><a class=\"scrollme link-body-color\" href=\"#structured-data\">Structured data<\/a><a class=\"scrollme link-body-color\" href=\"#semi-structured-data\">Semi-structured data<\/a><a class=\"scrollme link-body-color\" href=\"#unstructured-data\">Unstructured data<\/a><\/div><\/div><div class=\"d-flex mt-3\"><div class=\"w-auto fw-bold text-accent d-flex me-2\">06<\/div><div class=\"d-flex flex-column\"><a class=\"fw-bold scrollme link-body-color text-accent\" href=\"#what-is-data-analysis\">What is data analysis?<\/a><a class=\"scrollme link-body-color\" href=\"#six-vs-of-data-analysis\">Six Vs of data analysis\u202f<\/a><\/div><\/div><div class=\"d-flex mt-3\"><div class=\"w-auto fw-bold text-accent d-flex me-2\">07<\/div><div class=\"d-flex flex-column\"><a class=\"fw-bold scrollme link-body-color text-accent\" href=\"#storing-data\">Storing data<\/a><a class=\"scrollme link-body-color\" href=\"#data-centers-and-the-cloud\">Data centers and the cloud<\/a><a class=\"scrollme link-body-color\" href=\"#data-storage-and-compliance\">Data storage and compliance<\/a><\/div><\/div><div class=\"d-flex mt-3\"><div class=\"w-auto fw-bold text-accent d-flex me-2\">08<\/div><div class=\"d-flex flex-column\"><a class=\"fw-bold scrollme link-body-color text-accent\" href=\"#applying-your-data\">Applying your data<\/a><\/div><\/div><div class=\"d-flex mt-3\"><div class=\"w-auto fw-bold text-accent d-flex me-2\">09<\/div><div class=\"d-flex flex-column\"><a class=\"fw-bold scrollme link-body-color text-accent\" href=\"#mailguns-knowledge-database\">Mailgun\u2019s knowledge database<\/a><\/div><\/div><\/nav>\n<h2 class=\"wp-block-heading\">What is data?<\/h2>\n\n<p class=\"wp-block-paragraph\">Besides a conversation starter\u2026<\/p>\n\n<p class=\"wp-block-paragraph\"><b>Data is information (graphs, facts, and statistics) generated by actions and transactions we make online<\/b>. Try walking into an office, joining a Zoom call, or even hitting your local bar without data coming up in conversation. You might hear \u201cI swear my smartphone is listening to me,\u201d or \u201cdid you hear about the new compliance legislation?\u201d<\/p>\n\n<p class=\"wp-block-paragraph\">Don\u2019t freak out. This is not a post about sentient phones or data rights (but if you\u2019re interested, check out our posts on the <a href=\"https:\/\/www.mailgun.com\/pt\/blog\/email\/o-gdpr-esta-chegando\/\" target=\"_tabs\" rel=\"noopener noreferrer\">GDPR<\/a> and <a href=\"https:\/\/www.mailgun.com\/pt\/blog\/email\/california-privacy-laws\/\" target=\"_tabs\" rel=\"noopener noreferrer\">CCPA<\/a>). This blog is about how to manage and process the data that runs your business.<\/p>\n\n<h2 class=\"wp-block-heading\">What is data processing?<\/h2>\n\n<p class=\"wp-block-paragraph\"><b>Data processing turns information collected from a variety of sources into usable information<\/b>. When we talk about data processing we\u2019re mainly talking about electronic data processing which uses machine learning, algorithms, and statistical models to turn raw data into a format that can be read by machines so that it can be easily processed and manipulated for forecasting and reporting by humans.<\/p>\n\n<p class=\"wp-block-paragraph\">Remember elementary school, when you learned about reduce, reuse, recycle? Well, data processing is like recycling. Data is collected and \u201creduced\u201d or broken down and processed for machine interpretation. Then, it is \u201creused,\u201d or analyzed and stored for human interpretation and application. Finally, it\u2019s \u201crecycled\u201d, or stored in an active database so it can be used to build more accurate projections and applications.<\/p>\n\n<p class=\"wp-block-paragraph\">To fully understand the logistics of data processing, you have to view it almost as a natural resource rather than just collected information.<\/p>\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" class=\"wp-image-4954\" width=\"1785\" height=\"1077\" src=\"https:\/\/www.mailgun.com\/wp-content\/uploads\/2025\/07\/IG-MG-Big-Data-Cycle.png\" alt=\"Image shows the data processing cycle\" srcset=\"https:\/\/www.mailgun.com\/wp-content\/uploads\/2025\/07\/IG-MG-Big-Data-Cycle.png 1785w, https:\/\/www.mailgun.com\/wp-content\/uploads\/2025\/07\/IG-MG-Big-Data-Cycle-300x181.png 300w, https:\/\/www.mailgun.com\/wp-content\/uploads\/2025\/07\/IG-MG-Big-Data-Cycle-768x463.png 768w, https:\/\/www.mailgun.com\/wp-content\/uploads\/2025\/07\/IG-MG-Big-Data-Cycle-1024x618.png 1024w, https:\/\/www.mailgun.com\/wp-content\/uploads\/2025\/07\/IG-MG-Big-Data-Cycle-1536x927.png 1536w\" sizes=\"(max-width: 1785px) 100vw, 1785px\" \/><\/figure>\n\n<h2 class=\"wp-block-heading\">Types of data processing<\/h2>\n\n<p class=\"wp-block-paragraph\">Data can be processed in a variety of ways using different algorithms. In fact, you\u2019re really only limited by the capacity of your infrastructure. Let\u2019s take a quick look at the top three ways to process data.<\/p>\n\n<h3 class=\"wp-block-heading\">Batch processing<\/h3>\n\n<p class=\"wp-block-paragraph\"><b>In batch processing, your data is collected and processed in batches.<\/b> This is the cookie analogy \u2013 you can make a giant batter of cookie dough, but you can only cook them in the batch sizes that will fit in your oven.<\/p>\n\n<p class=\"wp-block-paragraph\">Have multiple ovens? Great, that means you can process more batches faster. <b>Batch processing is best for really large amounts of data.<\/b><\/p>\n\n<h3 class=\"wp-block-heading\">Online processing<\/h3>\n\n<p class=\"wp-block-paragraph\"><b>With online processing, your data feeds directly into your CPU<\/b> making it the preferred method of processing for <b>data that needs to be available immediately<\/b> \u2013 like if you\u2019re checking out at the grocery store and the cashier is scanning bar codes to recall your items in their system.<\/p>\n\n<h3 class=\"wp-block-heading\">Time-sharing and real-time data processing<\/h3>\n\n<p class=\"wp-block-paragraph\">A simple way to look at the time-sharing method is to think of a vacation timeshare where the resource (the vacation property) is split between multiple families. This method, also known as parallel processing, works by <b>breaking data into small amounts and processing it between multiple CPUs either in parallel or consecutively<\/b>.<\/p>\n\n<p class=\"wp-block-paragraph\">Real-time processing is similar to timesharing in how data is processed. The main difference is how time is interpreted. Real-time processing provides data with very short latency periods (usually milliseconds) to a single application, while time-sharing deals with several applications.<\/p>\n\n<h2 class=\"wp-block-heading\">What is data collection?<\/h2>\n\n<p class=\"wp-block-paragraph\"><b>Data collection is data entry performed by your users.<\/b> Before you can start processing, you have to get your hands on enough data to make an impact.<\/p>\n\n<p class=\"wp-block-paragraph\">There are a lot of ways to collect data and you can (and should) use multiple collection points. <b>Data comes from internet transactions, interactions, observations, and monitoring.<\/b> Here are a few common methods:<\/p>\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>Meth\u00adod<\/th><th>Desc\u00adrip\u00adtion<\/th><\/tr><\/thead><tbody><tr><td>Tran\u00adsactional trac\u00adking<\/td><td>Data\u00ad capt\u00adured afte\u00adr an even\u00adt like\u00ad an onli\u00adne purc\u00adhase, form\u00ad subm\u00adission, or pass\u00adword rese\u00adt requ\u00adest.<\/td><\/tr><tr><td>Onli\u00adne trac\u00adking<\/td><td>Anal\u00adysis of the beha\u00advior of onli\u00adne user\u00ads i.e.\u00ad, brow\u00adser trac\u00adking, web trac\u00adking, cook\u00adies.<\/td><\/tr><tr><td>Surv\u00adeys and inte\u00adrviews<\/td><td>Data\u00ad coll\u00adected by acti\u00adve\/intentional user\u00ad part\u00adicipation.<\/td><\/tr><tr><td>Obs\u00ader\u00adva\u00adtional<\/td><td>How peop\u00adle inte\u00adract with\u00ad your\u00ad prod\u00aduct\/site.<\/td><\/tr><\/tbody><\/table><\/figure>\n\n<h3 class=\"wp-block-heading\">Data collection: Compliance and strategy<\/h3>\n\n<p class=\"wp-block-paragraph\">In general, data compliance is a very political issue in terms of protecting consumers against data mining and other privacy violations. When it comes to data collection, the point in which the data is collected is important. For example, we recommend always <a href=\"https:\/\/www.mailgun.com\/pt\/blog\/deliverability\/como-criar-lista-e-mails-jeito-certo\/\" target=\"_tabs\" rel=\"noopener noreferrer\">growing your contact lists organically over purchasing them<\/a>. Not only for the quality of the addresses, but for your sender reputation.<\/p>\n\n<p class=\"wp-block-paragraph\">The point of collection can also have a lot of compliance legislation surrounding it regarding disclaimers and data policies you need to provide to potential users at the beginning of their journey.<\/p>\n\n<p class=\"wp-block-paragraph\">In terms of data collection strategies, you want to approach data collection with the mindset of capturing the most useful and active data that you can. What do we mean? The point of collection is where you can involve users and add Captcha, require confirmation emails, verification codes via SMS, etc. to avoid accumulating a large amount of bot data that won\u2019t benefit you.<\/p>\n\n<h2 class=\"wp-block-heading\">Types of data<\/h2>\n\n<p class=\"wp-block-paragraph\">Not all the data you collect is going to be names and emails. <b>We can break data down into three general types: structured, semi-structured, and unstructured.<\/b><\/p>\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" class=\"wp-image-4955\" width=\"2000\" height=\"1311\" src=\"https:\/\/www.mailgun.com\/wp-content\/uploads\/2025\/07\/IG-MG-Big-data-Types-of-data.png\" alt=\"Types of data\" srcset=\"https:\/\/www.mailgun.com\/wp-content\/uploads\/2025\/07\/IG-MG-Big-data-Types-of-data.png 2000w, https:\/\/www.mailgun.com\/wp-content\/uploads\/2025\/07\/IG-MG-Big-data-Types-of-data-300x197.png 300w, https:\/\/www.mailgun.com\/wp-content\/uploads\/2025\/07\/IG-MG-Big-data-Types-of-data-768x503.png 768w, https:\/\/www.mailgun.com\/wp-content\/uploads\/2025\/07\/IG-MG-Big-data-Types-of-data-1024x671.png 1024w, https:\/\/www.mailgun.com\/wp-content\/uploads\/2025\/07\/IG-MG-Big-data-Types-of-data-1536x1007.png 1536w\" sizes=\"(max-width: 2000px) 100vw, 2000px\" \/><\/figure>\n\n<h3 class=\"wp-block-heading\">Structured data<\/h3>\n\n<p class=\"wp-block-paragraph\"><b>Structured data is formatted to be easily understood by machine language.<\/b> It is highly formatted and organized repository or dedicated database like <a href=\"https:\/\/www.mysql.com\/\" target=\"_tabs\" rel=\"noopener noreferrer\">My SQL<\/a> or something similar.<\/p>\n\n<ul class=\"wp-block-list\">\n<li>Structured data is incredibly specific.<\/li>\n\n\n\n<li>Formats for structured data are pre-defined using schema-on-write.<\/li>\n\n\n\n<li>Fields can support a variety of information from a name to geolocational data.<\/li>\n<\/ul>\n\n<h3 class=\"wp-block-heading\">Semi-structured data<\/h3>\n\n<p class=\"wp-block-paragraph\"><b>Semi-structured data is organized but not in a relational database<\/b> (one or more interrelated tables\/rows.) <\/p>\n\n<p class=\"wp-block-paragraph\">Semi-structured data has tags and is categorized or organized but it is not classified under a particular database. In other words, semi-structured data doesn\u2019t conform to any one schema, or data format. Semi-structured data can be integrated from many sources, anything from zipped files to TCP packets or XML.<\/p>\n\n<h3 class=\"wp-block-heading\">Unstructured data<\/h3>\n\n<p class=\"wp-block-paragraph\"><b>Unstructured data has no organization or data model and can come in a variety of formats like images, text, or media.<\/b><\/p>\n\n<p class=\"wp-block-paragraph\">Unstructured data has no predetermined format. Let\u2019s say that structured data is like a roll of pennies, and only pennies can be collected because only pennies fit into the format. Unstructured data is the random loose change in your car. Anything from social media surveys to text files, audio, video, or images applies.<\/p>\n\n<p class=\"wp-block-paragraph\">Where structured data uses schema-on-write, unstructured uses schema-on-read which means that data formatting is done on analysis for an individual set of data because the collection of the data is more important than how it\u2019s organized. If we translate this to our coin example, all the coins can be quantified but you must first determine if you\u2019re going to define them by color, value, size, etc.<\/p>\n\n<h2 class=\"wp-block-heading\">What is data analysis?<\/h2>\n\n<p class=\"wp-block-paragraph\">Making a decision with <i>some<\/i> data is better than decision-making with no data at all. The first step to using your data is data preparation. <b>In order to use the data you have collected, it needs to be machine-readable and then analyzed.<\/b><\/p>\n\n<p class=\"wp-block-paragraph\">We\u2019ve already talked about the different types of data structure, but what will different data aspects reveal?<\/p>\n\n<h3 class=\"wp-block-heading\">Six Vs of data analysis\u202f<\/h3>\n\n<p class=\"wp-block-paragraph\">Data analytics is the processing of taking big data and breaking it down into a readable format so you can apply the benefits of the data to your business ventures and projections. There are a lot of ways to interpret data, so it helps to break down your analysis into these six segments.<\/p>\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>Type<\/th><th>Desc\u00adrip\u00adtion<\/th><\/tr><\/thead><tbody><tr><td>\n<strong>VO\u00adLUME:<\/strong> Volu\u00adme is abou\u00adt scal\u00adability.\n<\/td><td>Volu\u00adme forc\u00ades you to answ\u00ader one big ques\u00adtion, how much\u00ad data\u00ad are you capa\u00adble of proc\u00adessing? Coll\u00adecting data\u00ad is one thin\u00adg, but when\u00ad we talk\u00ad abou\u00adt volu\u00adme what\u00ad we\u2019r\u00ade real\u00adly talk\u00ading abou\u00adt is the proc\u00adessing powe\u00adr of your\u00ad infr\u00adastructure. How much\u00ad data\u00ad can you stor\u00ade, and how much\u00ad data\u00ad can you mani\u00adpulate at any give\u00adn mome\u00adnt?<\/td><\/tr><tr><td>\n<strong>VE\u00adLOCITY:<\/strong> Velo\u00adcity is abou\u00adt defi\u00adning the cond\u00aditions for proc\u00adessing your\u00ad data\u00ad with\u00adin mome\u00adnts to get the resu\u00adlts you need\u00ad.\n<\/td><td>Velo\u00adcity enta\u00adils how fast\u00ad your\u00ad data\u00ad is bein\u00adg rece\u00adived, such\u00ad as in real\u00ad-time or in batc\u00adhed quan\u00adtities. Data\u00ad is in a cons\u00adtant stat\u00ade of flux\u00ad, and it beco\u00admes impo\u00adrtant to be able\u00ad to proc\u00adess diff\u00aderent type\u00ads of data\u00ad (str\u00aductured\/unstructured) quic\u00adkly in orde\u00adr to seiz\u00ade geol\u00adocational oppo\u00adrtunities and take\u00ad adva\u00adntage of real\u00ad-time tren\u00adds.<\/td><\/tr><tr><td>\n<strong>VA\u00adRIETY:<\/strong> Vari\u00adety is abou\u00adt how your\u00ad data\u00ad is coll\u00adected infl\u00aduences how it can be anal\u00adyzed.\n<\/td><td>Vari\u00adety spea\u00adks to the dive\u00adrsity of your\u00ad data\u00ad; wher\u00ade it came\u00ad from\u00ad, the valu\u00ade of the data\u00ad, whet\u00adher it was obta\u00adined from\u00ad indi\u00advidual user\u00ads or came\u00ad from\u00ad a larg\u00ader ente\u00adrprise sour\u00adce, etc.\u00ad In term\u00ads of anal\u00adysis, vari\u00adety deal\u00ads with\u00ad how diff\u00aderent data\u00ad is stan\u00addardized and dist\u00adributed afte\u00adr you\u2019\u00adve coll\u00adected it.<\/td><\/tr><tr><td>\n<strong>VE\u00adRACITY:<\/strong> Vera\u00adcity is abou\u00adt the qual\u00adity of the orig\u00adin of your\u00ad data\u00ad.\n<\/td><td>How accu\u00adrate is your\u00ad data\u00ad? Or, more\u00ad impo\u00adrtantly, what\u00ad is the qual\u00adity of the orig\u00adin of your\u00ad data\u00ad. Vera\u00adcity call\u00ads back\u00ad your\u00ad data\u00ad coll\u00adection proc\u00adess and the fact\u00adors you have\u00ad in plac\u00ade to ensu\u00adre the data\u00ad is high\u00ad qual\u00adity user\u00ad data\u00ad vs. bot data\u00ad or disp\u00adosable emai\u00adls, etc.\u00ad<\/td><\/tr><tr><td>\n<strong>VA\u00adLUE:<\/strong> Valu\u00ade is abou\u00adt usab\u00adility. What\u00ad are the appl\u00adications for your\u00ad data\u00ad?\n<\/td><td>Dete\u00adrmining the valu\u00ade of data\u00ad is subj\u00adective. One way is to link\u00ad the cont\u00adribution of the data\u00ad to how it affe\u00adcts your\u00ad bott\u00adom line\u00ad. Anot\u00adher is to valu\u00ade it by its usab\u00adility \u2013 does\u00ad your\u00ad data\u00ad have\u00ad prac\u00adtical appl\u00adications acro\u00adss init\u00adiatives or serv\u00ade as a valu\u00adable reso\u00adurce?<\/td><\/tr><tr><td>\n<strong>VA\u00adRIABILITY:<\/strong> Vari\u00adability is abou\u00adt buil\u00adding a base\u00adline to comp\u00adare one set of data\u00ad to anot\u00adher for anal\u00adysis.\n<\/td><td>What\u00ad is the rang\u00ade of your\u00ad data\u00ad? Vari\u00adability is how spre\u00adad apar\u00adt your\u00ad coll\u00adected data\u00ad poin\u00adts are.\u00ad Vari\u00adance in a data\u00ad set dete\u00adrmines the rang\u00ade of the data\u00ad coll\u00adected (fro\u00adm smal\u00adlest to larg\u00adest poin\u00adts), as well\u00ad as the devi\u00adation or how tigh\u00adtly your\u00ad data\u00ad poin\u00adts are clus\u00adtered toge\u00adther arou\u00adnd the aver\u00adage of the poin\u00adts.<\/td><\/tr><\/tbody><\/table><\/figure>\n\n<h2 class=\"wp-block-heading\">Storing data<\/h2>\n\n<p class=\"wp-block-paragraph\">Storing data doesn\u2019t just mean that you collect it and throw it in a box in a digital basement somewhere for later use. <b>Stored data is recorded data, processed so you can retain it on a computer or other device.<\/b> Storing data also means you are capturing it in order to make it accessible. What\u2019s the point in collecting data if you can\u2019t apply it?<\/p>\n\n<h3 class=\"wp-block-heading\">Data centers and the cloud<\/h3>\n\n<p class=\"wp-block-paragraph\">You have options when it comes to where you store your data. <a href=\"https:\/\/www.mailgun.com\/pt\/blog\/it-and-engineering\/nuvem-vs-on-premise\/\" target=\"_tabs\" rel=\"noopener noreferrer\">Cloud vs. on premise<\/a> is its own debate, regardless of whether you\u2019re looking at security or at data storage. In terms of data processing, you can either house your own data storage or you can store on hosted cloud solutions that utilize larger off-site data warehouses.<\/p>\n\n<p class=\"wp-block-paragraph\"><b>Data is alive.<\/b> Ok, not <i>actually<\/i> alive, but data does grow as it\u2019s collected. And the more data you have, the more powerful your applications can be. So, when you\u2019re thinking about storage it\u2019s a good idea to keep scalability in mind \u2013 and that tends to be simpler and more cost-effective with cloud-based solutions.<\/p>\n\n<h3 class=\"wp-block-heading\">Data storage and compliance<\/h3>\n\n<p class=\"wp-block-paragraph\">Possibly the biggest hurdle for data processing as it evolves is secure storage and responsible use. Data compliance legislation is evolving quickly. One way to keep up with the policies is to opt for cloud-based infrastructure solutions that are built to scale as laws change \u2013 otherwise you\u2019re on the hook to spend the money to update your own infrastructure.<\/p>\n\n<p class=\"wp-block-paragraph\">While the U.S. doesn\u2019t have federal data policies <i>yet<\/i>, states like California are starting to implement them with legislation like the <a href=\"https:\/\/www.mailgun.com\/pt\/blog\/email\/california-privacy-laws\/\" target=\"_tabs\" rel=\"noopener noreferrer\">CCPA<\/a>. And let\u2019s face it, many businesses operate globally and have to factor in European legislations like the <a href=\"https:\/\/www.mailgun.com\/pt\/blog\/email\/o-gdpr-esta-chegando\/\" target=\"_tabs\" rel=\"noopener noreferrer\">GDPR<\/a> into their policies.<\/p>\n    <div data-content-type=\"longform\"  class=\"callout text-body-color px-5 py-6 px-md-6 px-lg-7 py-md-7 longform-spacings rounded-lg bg-light\" data-theme=\"light\">\r\n\r\n        <div class=\"content-body\"> <b>Processing your data and making it accessible is only half the battle. You can\u2019t use it if it\u2019s not compliant.<\/b> Curious how Mailgun manages your data? Check out our <a href='https:\/\/www.mailgun.com\/pt\/resources\/guides\/seguranca-e-conformidade-de-e-mail\/'>email and security compliance ebook<\/a> for all the details.<\/div>\r\n    <\/div>\r\n\n<h2 class=\"wp-block-heading\">Applying your data<\/h2>\n\n<p class=\"wp-block-paragraph\"><b>Data processing is the playbook for making your data usable.<\/b> Once your data has been evaluated and analyzed by machines, you can apply the data output to your business ventures. Use data to project market trends, user behaviors, and strategies performance improvements.<\/p>\n\n<p class=\"wp-block-paragraph\">In our world, the world of email, data helps us offer features like <a href=\"https:\/\/www.mailgun.com\/pt\/products\/inbox\/email-verification\/email-validator\/\" target=\"_tabs\" rel=\"noopener noreferrer\">Email validation<\/a> that help you validate your emails addresses against our database to catch spam domains, typos, and other inconsistencies with incredible accuracy. <\/p>\n\n<p class=\"wp-block-paragraph\">Like we said, data is a natural resource, and it can seem like an unlimited one. Data will likely not run out. As long as people interact online, data will remain a powerful tool, but without proper processing and effective data storage, your data is dead in the water. If you can\u2019t manage your data, you can\u2019t apply it.<\/p>\n\n<h2 class=\"wp-block-heading\">Mailgun\u2019s knowledge database<\/h2>\n\n<p class=\"wp-block-paragraph\">We can\u2019t think of a subject bigger than data, or one that\u2019s more interesting. Data informs everything from your email deliverability to your policies and information systems. It\u2019s a giant topic and our team talks about it a lot.<\/p>\n\n<p class=\"wp-block-paragraph\">Join our conversation and subscribe to our newsletter so you don\u2019t miss out on insights and guides like this one.<\/p>\n    <div data-content-type=\"longform\" class=\"longform-spacings\">\r\n        <div class=\"cta bg-primary rounded-lg px-5 py-6 p-md-7 px-md-6\">\r\n                    <div class=\"form-subscription\">\r\n                            <div class=\"h4 mb-3\">\r\n                    Keep me posted! Get great resources in your inbox every week.                <\/div>\r\n                                    <form accept-charset=\"UTF-8\" action=\"\" enctype=\"multipart\/form-data\" data-form-subscription method=\"POST\" style=\"max-width: 400px;\">\r\n                <div class=\"row justify-content-between align-items-top g-2\">\r\n                    <div class=\"col-10\">\r\n                        <input type=\"email\" name=\"email\" class=\"form-control\" placeholder=\"Email\" autocomplete=\"email\" required>\r\n                        <div data-fs=\"error\" role=\"alert\" class=\"invalid-feedback\">\r\n                            Please complete this required field.                        <\/div>\r\n                    <\/div>\r\n                                            <div class=\"col-12 order-last mt-3 fs-xxs\" data-fs=\"acceptance\" style=\"display:none;\">\r\n                            \r\n                                <div class=\"form-check\">\r\n                                    <input id=\"formSubscriptionAcceptance-terms-6245\" class=\"form-check-input\"\r\n                                        type=\"checkbox\" name=\"terms\">\r\n                                    <label for=\"formSubscriptionAcceptance-terms-6245\" class=\"form-check-label text-body-color\">\r\n                                        I have read and agree to the Terms of Service.                                        <span class=\"hs-form-required\">*<\/span>\r\n                                    <\/label>\r\n                                <\/div>\r\n\r\n                            \r\n                                <div class=\"form-check\">\r\n                                    <input id=\"formSubscriptionAcceptance-privacy-6781\" class=\"form-check-input\"\r\n                                        type=\"checkbox\" name=\"privacy\">\r\n                                    <label for=\"formSubscriptionAcceptance-privacy-6781\" class=\"form-check-label text-body-color\">\r\n                                        I have read and agree to the Privacy Policy.                                        <span class=\"hs-form-required\">*<\/span>\r\n                                    <\/label>\r\n                                <\/div>\r\n\r\n                                                    <\/div>\r\n                    \r\n                                            <div class=\"col-12 order-last fs-xxs mb-0 mt-2 text-body-color\">\r\n                            Send me the Mailjet Newsletter. I expressly agree to receive the newsletter and know that I can easily unsubscribe at any time.                        <\/div>\r\n                    \r\n                    <div class=\"col-2\">\r\n                        <button type=\"submit\" value=\"Submit\" aria-label=\"Submit\" class=\"btn btn-secondary btn-icon\">\r\n                            <svg aria-hidden=\"true\" data-url=\"https:\/\/www.mailgun.com\/wp-content\/plugins\/sinch-core\/assets\/icons\/layout\/chevron-right.svg\"><\/svg>\r\n                        <\/button>\r\n                    <\/div>\r\n                <\/div>\r\n\r\n                <input type=\"hidden\" name=\"formSubscriptionRecaptchaToken\" data-fs=\"recaptcha-token\">\r\n                <input type=\"hidden\" name=\"customListID\" value=\"\">\r\n\r\n            <\/form>\r\n            <div data-fs=\"message-success\" style=\"display: none;\">\r\n                <p class=\"mb-0 mt-2 text-body-color\">\r\n                    Check your inbox monthly for your Mailjet Newsletter!                <\/p>\r\n            <\/div>\r\n        <\/div>\r\n        <\/div>\r\n    <\/div>\r\n","protected":false},"excerpt":{"rendered":"<p>Os dados est\u00e3o em toda parte. Com uma variedade de m\u00e9todos de coleta de dados, op\u00e7\u00f5es de armazenamento e protocolos de an\u00e1lise, como voc\u00ea planeja decifrar e usar seus dados? Temos tudo sobre os detalhes estruturais do processamento de dados. Acredite, \u00e9 mais din\u00e2mico do que parece.<\/p>\n","protected":false},"author":28,"featured_media":4843,"menu_order":0,"template":"","meta":{"_acf_changed":false,"footnotes":""},"blog_category":[23],"class_list":["post-24824","blog","type-blog","status-publish","has-post-thumbnail","hentry","blog_category-it-and-engineering"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>O que voc\u00ea precisa saber sobre o processamento de dados na sua infraestrutura? - Transactional Email API Service For Developers | Mailgun<\/title>\n<meta name=\"description\" content=\"Os dados est\u00e3o por toda parte e n\u00f3s coletamos uma grande quantidade deles. 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