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BUSINESS GLOSSARY VS DATA CATALOG: A TALE OF TWO CITIES?

30/05/2023/by Datalumen

Business glossaries and data catalogs play vital roles within data management. They are essential components in virtually any data architecture, but their purposes and interconnections are not always clear to everyone and as such worth exploring.

Exploring the relationships

A business glossary and a data catalog are closely related components within the field of data management. They both serve the purpose of organizing and documenting information about data assets within an organization, but they focus on different aspects.

Business Glossaries – Establishing the common language

A business glossary is a centralized repository or collection of terms and definitions that are specific to the organization’s business domain. It provides a common understanding and consistent definition of business terms used across different departments and stakeholders. The business glossary helps ensure clear communication and alignment between business users, data professionals, and technical teams by establishing a shared vocabulary.

Data Catalogs – Unveiling the data landscape

On the other hand, a data catalog is a comprehensive inventory of the available data assets within an organization. It provides detailed information about the structure, content, and characteristics of each dataset or data source. A data catalog captures metadata about the data, including data lineage, data sources, data quality, and other relevant information. It serves as a valuable reference for data consumers, data analysts, and data scientists to discover, understand, and effectively utilize the available data assets.

Complementary forces

The link between a business glossary and a data catalog lies in their complementary roles in facilitating data understanding and governance. While the business glossary focuses on defining business terms and ensuring consistent business vocabulary, the data catalog provides technical information about the underlying data assets. The business glossary helps users interpret and understand the data catalog by providing clear definitions of the business terms used in the metadata descriptions. In turn, the data catalog helps enrich the business glossary by associating technical metadata with the corresponding business terms, enhancing the overall understanding of the data assets and their context within the organization.

By integrating a business glossary with a data catalog, organizations can bridge the gap between business and technical perspectives, fostering better collaboration, data governance, and data-driven decision-making.


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const vgoAlias = typeof visitorGlobalObjectAlias === 'undefined' ? 'vgo' : visitorGlobalObjectAlias; var visitorObject = window[vgoAlias]; if (email && typeof visitorObject !== 'undefined') { visitorObject('setEmail', email); visitorObject('update'); } else if (typeof(trackcmp_url) != 'undefined' && trackcmp_url) { // Site tracking URL to use after inline form submission. _load_script(trackcmp_url); } if (typeof window._form_callback !== 'undefined') window._form_callback(id); }; window._load_script = function(url, callback, isSubmit) { var head = document.querySelector('head'), script = document.createElement('script'), r = false; var submitButton = document.querySelector('#_form_15_submit'); script.charset = 'utf-8'; script.src = url; if (callback) { script.onload = script.onreadystatechange = function() { if (!r && (!this.readyState || this.readyState == 'complete')) { r = true; callback(); } }; } script.onerror = function() { if (isSubmit) { if (script.src.length > 10000) { _show_error("15", "Sorry, your submission failed. Please shorten your responses and try again."); } else { _show_error("15", "Sorry, your submission failed. Please try again."); } submitButton.disabled = false; submitButton.classList.remove('processing'); } }

head.appendChild(script); }; (function() { if (window.location.search.search("excludeform") !== -1) return false; var getCookie = function(name) { var match = document.cookie.match(new RegExp('(^|; )' + name + '=([^;]+)')); return match ? match[2] : null; } var setCookie = function(name, value) { var now = new Date(); var time = now.getTime(); var expireTime = time + 1000 * 60 * 60 * 24 * 365; now.setTime(expireTime); document.cookie = name + '=' + value + '; expires=' + now + ';path=/; Secure; SameSite=Lax;'; } var addEvent = function(element, event, func) { if (element.addEventListener) { element.addEventListener(event, func); } else { var oldFunc = element['on' + event]; element['on' + event] = function() { oldFunc.apply(this, arguments); func.apply(this, arguments); }; } } var _removed = false; var form_to_submit = document.getElementById('_form_15_'); var allInputs = form_to_submit.querySelectorAll('input, select, textarea'), tooltips = [], submitted = false;

var getUrlParam = function(name) { if (name.toLowerCase() !== 'email') { var params = new URLSearchParams(window.location.search); return params.get(name) || false; } // email is a special case because a plus is valid in the email address var qString = window.location.search; if (!qString) { return false; } var parameters = qString.substr(1).split('&'); for (var i = 0; i < parameters.length; i++) { var parameter = parameters[i].split('='); if (parameter[0].toLowerCase() === 'email') { return parameter[1] === undefined ? true : decodeURIComponent(parameter[1]); } } return false; }; var acctDateFormat = "%d/%m/%Y"; var getNormalizedDate = function(date, acctFormat) { var decodedDate = decodeURIComponent(date); if (acctFormat && acctFormat.match(/(%d|%e).*%m/gi) !== null) { return decodedDate.replace(/(d{2}).*(d{2}).*(d{4})/g, '$3-$2-$1'); } else if (Date.parse(decodedDate)) { var dateObj = new Date(decodedDate); var year = dateObj.getFullYear(); var month = dateObj.getMonth() + 1; var day = dateObj.getDate(); return `${year}-${month < 10 ? `0${month}` : month}-${day < 10 ? `0${day}` : day}`; } return false; }; var getNormalizedTime = function(time) { var hour, minutes; var decodedTime = decodeURIComponent(time); var timeParts = Array.from(decodedTime.matchAll(/(d{1,2}):(d{1,2})W*([AaPp][Mm])?/gm))[0]; if (timeParts[3]) { // 12 hour format var isPM = timeParts[3].toLowerCase() === 'pm'; if (isPM) { hour = parseInt(timeParts[1]) === 12 ? '12' : `${parseInt(timeParts[1]) + 12}`; } else { hour = parseInt(timeParts[1]) === 12 ? '0' : timeParts[1]; } } else { // 24 hour format hour = timeParts[1]; } var normalizedHour = parseInt(hour) < 10 ? `0${parseInt(hour)}` : hour; var minutes = timeParts[2]; return `${normalizedHour}:${minutes}`; }; for (var i = 0; i < allInputs.length; i++) { var regexStr = "field[(d+)]"; var results = new RegExp(regexStr).exec(allInputs[i].name); if (results != undefined) { allInputs[i].dataset.name = allInputs[i].name.match(/[time]$/) ? `${window.cfields[results[1]]}_time` : window.cfields[results[1]]; } else { allInputs[i].dataset.name = allInputs[i].name; } var fieldVal = getUrlParam(allInputs[i].dataset.name); if (fieldVal) { if (allInputs[i].dataset.autofill === "false") { continue; } if (allInputs[i].type == "radio" || allInputs[i].type == "checkbox") { if (allInputs[i].value == fieldVal) { allInputs[i].checked = true; } } else if (allInputs[i].type == "date") { allInputs[i].value = getNormalizedDate(fieldVal, acctDateFormat); } else if (allInputs[i].type == "time") { allInputs[i].value = getNormalizedTime(fieldVal); } else { allInputs[i].value = fieldVal; } } } var remove_tooltips = function() { for (var i = 0; i < tooltips.length; i++) { tooltips[i].tip.parentNode.removeChild(tooltips[i].tip); } tooltips = []; }; var remove_tooltip = function(elem) { for (var i = 0; i < tooltips.length; i++) { if (tooltips[i].elem === elem) { tooltips[i].tip.parentNode.removeChild(tooltips[i].tip); tooltips.splice(i, 1); return; } } }; var create_tooltip = function(elem, text) { var tooltip = document.createElement('div'), arrow = document.createElement('div'), inner = document.createElement('div'), new_tooltip = {}; if (elem.type != 'radio' && elem.type != 'checkbox') { tooltip.className = '_error'; arrow.className = '_error-arrow'; inner.className = '_error-inner'; inner.innerHTML = text; tooltip.appendChild(arrow); tooltip.appendChild(inner); elem.parentNode.appendChild(tooltip); } else { tooltip.className = '_error-inner _no_arrow'; tooltip.innerHTML = text; elem.parentNode.insertBefore(tooltip, elem); new_tooltip.no_arrow = true; } new_tooltip.tip = tooltip; new_tooltip.elem = elem; tooltips.push(new_tooltip); return new_tooltip; }; var resize_tooltip = function(tooltip) { var rect = tooltip.elem.getBoundingClientRect(); var doc = document.documentElement, scrollPosition = rect.top - ((window.pageYOffset || doc.scrollTop) - (doc.clientTop || 0)); if (scrollPosition < 40) { tooltip.tip.className = tooltip.tip.className.replace(/ ?(_above|_below) ?/g, '') + ' _below'; } else { tooltip.tip.className = tooltip.tip.className.replace(/ ?(_above|_below) ?/g, '') + ' _above'; } }; var resize_tooltips = function() { if (_removed) return; for (var i = 0; i < tooltips.length; i++) { if (!tooltips[i].no_arrow) resize_tooltip(tooltips[i]); } }; var validate_field = function(elem, remove) { var tooltip = null, value = elem.value, no_error = true; remove ? remove_tooltip(elem) : false; if (elem.type != 'checkbox') elem.className = elem.className.replace(/ ?_has_error ?/g, ''); if (elem.getAttribute('required') !== null) { if (elem.type == 'radio' || (elem.type == 'checkbox' && /any/.test(elem.className))) { var elems = form_to_submit.elements[elem.name]; if (!(elems instanceof NodeList || elems instanceof HTMLCollection) || elems.length <= 1) { no_error = elem.checked; } else { no_error = false; for (var i = 0; i < elems.length; i++) { if (elems[i].checked) no_error = true; } } if (!no_error) { tooltip = create_tooltip(elem, "Please select an option."); } } else if (elem.type =='checkbox') { var elems = form_to_submit.elements[elem.name], found = false, err = []; no_error = true; for (var i = 0; i < elems.length; i++) { if (elems[i].getAttribute('required') === null) continue; if (!found && elems[i] !== elem) return true; found = true; elems[i].className = elems[i].className.replace(/ ?_has_error ?/g, ''); if (!elems[i].checked) { no_error = false; elems[i].className = elems[i].className + ' _has_error'; err.push("Checking %s is required".replace("%s", elems[i].value)); } } if (!no_error) { tooltip = create_tooltip(elem, err.join('
')); } } else if (elem.tagName == 'SELECT') { var selected = true; if (elem.multiple) { selected = false; for (var i = 0; i < elem.options.length; i++) { if (elem.options[i].selected) { selected = true; break; } } } else { for (var i = 0; i < elem.options.length; i++) { if (elem.options[i].selected && (!elem.options[i].value || (elem.options[i].value.match(/n/g))) ) { selected = false; } } } if (!selected) { elem.className = elem.className + ' _has_error'; no_error = false; tooltip = create_tooltip(elem, "Please select an option."); } } else if (value === undefined || value === null || value === '') { elem.className = elem.className + ' _has_error'; no_error = false; tooltip = create_tooltip(elem, "This field is required."); } } if (no_error && (elem.id == 'field[]' || elem.id == 'ca[11][v]')) { if (elem.className.includes('phone-input-error')) { elem.className = elem.className + ' _has_error'; no_error = false; } } if (no_error && elem.name == 'email') { if (!value.match(/^[+_a-z0-9-'&=]+(.[+_a-z0-9-']+)*@[a-z0-9-]+(.[a-z0-9-]+)*(.[a-z]{2,})$/i)) { elem.className = elem.className + ' _has_error'; no_error = false; tooltip = create_tooltip(elem, "Enter a valid email address."); } else { // New code to reject hotmail.com, yahoo.com, gmail.com addresses and addresses containing the firstname field as the domain var domain = value.split('@')[1].toLowerCase(); var firstname = document.getElementById('firstname').value.toLowerCase(); var lastname = document.getElementById('lastname').value.toLowerCase(); if (domain === 'hotmail' || domain === 'aol' || domain === 'gmail' || domain === 'yahoo' || domain === 'live' || domain === 'outlook' || domain === 'msn.com' || domain.includes(firstname) || domain.includes(lastname)) { elem.className = elem.className + ' _has_error'; no_error = false; tooltip = create_tooltip(elem, "We do not accept private email addresses. Please submit your valid business email."); } } } if (no_error && /date_field/.test(elem.className)) { if (!value.match(/^dddd-dd-dd$/)) { elem.className = elem.className + ' _has_error'; no_error = false; tooltip = create_tooltip(elem, "Enter a valid date."); } } tooltip ? resize_tooltip(tooltip) : false; return no_error; }; var needs_validate = function(el) { if(el.getAttribute('required') !== null){ return true } if(el.name === 'email' && el.value !== ""){ return true } if((el.id == 'field[]' || el.id == 'ca[11][v]') && el.className.includes('phone-input-error')){ return true } return false }; var validate_form = function(e) { var err = form_to_submit.querySelector('._form_error'), no_error = true; if (!submitted) { submitted = true; for (var i = 0, len = allInputs.length; i < len; i++) { var input = allInputs[i]; if (needs_validate(input)) { if (input.type == 'tel') { addEvent(input, 'blur', function() { this.value = this.value.trim(); validate_field(this, true); }); } if (input.type == 'text' || input.type == 'number' || input.type == 'time') { addEvent(input, 'blur', function() { this.value = this.value.trim(); validate_field(this, true); }); addEvent(input, 'input', function() { validate_field(this, true); }); } else if (input.type == 'radio' || input.type == 'checkbox') { (function(el) { var radios = form_to_submit.elements[el.name]; for (var i = 0; i < radios.length; i++) { addEvent(radios[i], 'click', function() { validate_field(el, true); }); } })(input); } else if (input.tagName == 'SELECT') { addEvent(input, 'change', function() { validate_field(this, true); }); } else if (input.type == 'textarea'){ addEvent(input, 'input', function() { validate_field(this, true); }); } } } } remove_tooltips(); for (var i = 0, len = allInputs.length; i 31 && (charCode 57) && charCode !== 8) { e.preventDefault(); } }); };

var showPhoneInputError = function(inputId) { var errorMessage = document.getElementById("error-msg-" + inputId); var input = document.getElementById(inputId); errorMessage.classList.add("phone-error"); errorMessage.classList.remove("phone-error-hidden"); input.classList.add("phone-input-error"); };

window['recaptcha_callback'] = function() { // Get all recaptchas in the DOM (there may be more than one form on the page). var recaptchas = document.getElementsByClassName("g-recaptcha"); for (var i in recaptchas) { // Set the recaptcha element ID, so the recaptcha can be applied to each element. var recaptcha_id = "recaptcha_" + i; recaptchas[i].id = recaptcha_id; var el = document.getElementById(recaptcha_id); if (el != null) { var sitekey = el.getAttribute("data-sitekey"); var stoken = el.getAttribute("data-stoken"); grecaptcha.render(recaptcha_id, {"sitekey":sitekey,"stoken":stoken}); } } }; _load_script( "https://www.google.com/recaptcha/api.js?onload=recaptcha_callback&render=explicit" ); var _form_serialize = function(form){if(!form||form.nodeName!=="FORM"){return }var i,j,q=[];for(i=0;i<form.elements.length;i++){if(form.elements[i].name===""){continue}switch(form.elements[i].nodeName){case"INPUT":switch(form.elements[i].type){case"tel":q.push(form.elements[i].name+"="+encodeURIComponent(form.elements[i].previousSibling.querySelector('div.iti__selected-dial-code').innerText)+encodeURIComponent(" ")+encodeURIComponent(form.elements[i].value));break;case"text":case"number":case"date":case"time":case"hidden":case"password":case"button":case"reset":case"submit":q.push(form.elements[i].name+"="+encodeURIComponent(form.elements[i].value));break;case"checkbox":case"radio":if(form.elements[i].checked){q.push(form.elements[i].name+"="+encodeURIComponent(form.elements[i].value))}break;case"file":break}break;case"TEXTAREA":q.push(form.elements[i].name+"="+encodeURIComponent(form.elements[i].value));break;case"SELECT":switch(form.elements[i].type){case"select-one":q.push(form.elements[i].name+"="+encodeURIComponent(form.elements[i].value));break;case"select-multiple":for(j=0;j { if (key !== 'hideButton') { formData.append(key, value); } //formData.append(key, value); }); let request = { headers: { "Accept": "application/json" }, body: formData, method: "POST" };

let pageUrlParams = new URLSearchParams(window.location.search); if (pageUrlParams.has('t')) { request.headers.Authorization = 'Bearer ' + pageUrlParams.get('t'); } const response = await fetch('https://datalumen.activehosted.com/proc.php?jsonp=true', request); return response.json(); } if (formSupportsPost) { submitForm().then((data) => { eval(data.js); }); } else { _load_script('https://datalumen.activehosted.com/proc.php?' + serialized + '&jsonp=true', null, true); } } return false; }; addEvent(form_to_submit, 'submit', form_submit); })();

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