Articles.
In 2016, DEV3LOPCOM, LLC began sharing informative articles and technical tutorials about software, methodologies, research and programming languages. Our articles are designed to be accessible and informative, drawing readers interested in solving technical problems and understanding concepts. Dive into our collection to learn how these technical articles may benefit you. Click a button transition to the content or start with a recent read.
Recent Articles
Data Governance Metrics Collection and Visualization
Every decision-maker understands the critical importance of data-driven strategies, yet establishing a robust data governance framework remains a challenge for many organizations. Data governance metrics are essential tools that offer companies precise insights into...
Implementing Data Asset Deprecation Workflows
The art and science of data management calls for continuous evolution. Over time, as organizations expand their data landscapes along multiple dimensions, aging data assets inevitably lose relevance and impose hidden liabilities in performance, compliance,...
Responsible AI Governance Framework Implementation
As artificial intelligence expands its reach across critical industries, organizations have abdicated the luxury of ambiguity in AI governance. We stand at the intersection of unprecedented technological breakthroughs and rising ethical, social, and privacy concerns....
Data Citizenship Program Technology Implementation
In today’s data-driven business landscape, ensuring that all team members can effectively navigate, utilize, and benefit from the organization’s data assets is essential for sustained innovation and competitive advantage. Implementing a data citizenship program goes...
Hidden Technical Metadata Management and Exposure
In the fast-paced landscape of modern data-driven business, clarity surrounding your operational data isn't just helpful—it's essential. Hidden technical metadata, often overlooked yet deeply influential to data governance and insights accuracy, forms the backbone of...
Data Ethics Board Technical Advisory Process
In an increasingly data-driven world, organizational leaders and chief technology officers face mounting pressures to ensure their data solutions are not just innovative and effective, but ethically responsible. Every cutting-edge technology—from advanced machine...
Privacy Impact Assessment Automation Framework
In today's rapidly evolving data landscape, businesses are collecting more information than ever before. With great data power comes considerable responsibility, particularly when handling sensitive customer information. Privacy Impact Assessments (PIAs) have emerged...
Test Data Management for Sensitive Information
In an era defined by data, testing systems rigorously is the backbone of software excellence. However, when dealing with sensitive information—be it personally identifiable data (PII), financial records, or healthcare data—the stakes rise exponentially. Organizations...
Data Provenance Capture in Transformation Workflows
Today, smart organizations are diving deeper into their data processes than ever before, unlocking new insights, accelerating analytics tasks, and paving the way for truly informed decision-making. However, as transformation complexities increase, businesses must ask...
Building a Culture of Data Literacy in Your Organization
Imagine an organization where every department, from marketing to supply chain, confidently utilizes data-driven insights to make smarter decisions every day. Today’s most competitive organizations are propelled by robust data literacy, enabling their teams to not...
Progressive Loading Strategies for Large Dataset Visualization
Today's enterprise decision-makers rely more on massive data sets than ever before to shape strategies, optimize operations, and predict market shifts. Visualization plays a crucial role, transforming incomprehensible quantities of raw data into digestible insights....
Visualization Grammar Implementation with Vega-Lite
Today's decision-makers navigate complex data landscapes and rely on technologies that provide clarity and actionable insights. Achieving compelling data visualization isn't just about collecting numbers—it's about translating data into strategic insight. One robust...
Decluttering Techniques for Complex Dashboard Design
In today's data-driven world, effective dashboard design has become mission-critical for businesses keen on optimizing decision-making and driving innovation. Yet, amidst a wealth of information, dashboards often transform from intuitive tools into burdensome visual...
Colorblind-Friendly Palette Generation for Data Visualization
In today's data-driven world, the way we display information visually isn't just an aesthetic decision; it's a strategic business choice. Effective data visualization isn't merely about attractive charts and vibrant dashboards—it's about ensuring clarity,...
Unit Visualization: Showing Individual Data Points at Scale
Every business leader knows that within every data set lie powerful insights waiting to be uncovered. Yet, when working at scale, crucial details often become obscured as we summarize or aggregate data to provide quick views. Enter unit visualization—a powerful...
Animated Sparklines for Real-Time Data Monitoring
In today's rapidly evolving digital landscape, leaders and decision-makers need actionable insights at a glance. Enter animated sparklines—concise yet powerful visualizations that provide real-time context, clarity and simplicity to complex data streams. As technology...
Narrative Visualization Techniques for Data Storytelling
In today's digitally accelerated environment, data has evolved beyond numbers and charts—it's become a canvas for compelling stories that drive strategic decisions. Effective storytelling through narrative visualization can transform complex analytical insights into...
Gestalt Principles Applied to Analytics Dashboard Design
Successful analytics dashboards must do more than simply aggregate data—they must guide users to insights clearly and intuitively. As decision-makers increasingly rely on data for strategic moves, it is crucial to ensure dashboards communicate information efficiently...
Parallel Coordinates Plots for Multivariate Data Analysis
In today’s rapidly evolving data-driven landscape, organizations must make sense of intricate, multidimensional data to maintain a critical edge in a competitive market. With datasets growing in both size and complexity, traditional visualization techniques often fall...
3D Visualization Techniques: When They Add Value vs. Distract
The world of data visualization continues to evolve rapidly, bringing forward technologies that allow more insightful and intuitive representations of complex data. Today, one of the more sophisticated methods emerging in the field is 3D visualization. But while these...
Federated Data Governance Implementation Across Business Units
In today's fast-paced digital landscape, businesses seek agility, flexibility, and faster insights into their operations. Effective data governance isn't merely regulatory adherence—it's an indispensable enabler of innovation, data accuracy, and strategic growth....
Data Sovereignty Requirements: Regional Compliance Implementation
Understanding data sovereignty is no longer a luxury—it's an absolute business necessity for thriving companies across the globe. As regulations around data management evolve rapidly, aligning your organization's approach to compliance is critical for risk mitigation,...
Pseudonymization Implementation for Analytics on PII
In the digital age, every business leader worth their salt understands that data is an essential asset. However, with great data comes great responsibility—particularly safeguarding personally identifiable information (PII). Balancing powerful analytics capabilities...
Attribute-Based Access Control for Fine-Grained Data Permissions
Data is the lifeblood of modern businesses, fueling insights, innovation, and strategic growth—that much is evident. But as data increases exponentially, so do the complexities surrounding its accessibility, security, and governance. Today, decision-makers aren't...
Legal Entity Identifier Integration for Cross-System Identification
In today's interconnected economy, clear and precise entity identification across digital systems isn't just helpful—it's essential. When organizations navigate complex global markets, redundant or fragmented entity identification can lead to costly errors, compliance...
Data Sharing Agreements: Technical Implementation Guide
In the modern landscape, data reigns supreme, powering everything from analytical insights and strategic decisions to innovative customer experiences. Effective data sharing agreements (DSAs) act as the traffic lights governing your data highways, ensuring every byte...
De-identification Techniques for Protected Health Information
In an era where data fuels innovation, analytics capabilities have expanded exponentially across industries, revolutionizing healthcare significantly. Protected Health Information (PHI) is at the core of this transformation, offering immense potential for enhancing...
Business Glossary Integration with Technical Metadata
In today's increasingly data-driven world, clarity and accuracy are paramount. Data forms the backbone of strategic decisions, guiding business leaders through an ever-changing landscape of technology and innovation. Yet, with mounting volumes of data and growing...
Data Catalog Federation Across Multiple Tools
In today's data-driven landscape, enterprises are often managing multiple data platforms, each harboring crucial insight yet isolated in distinct silos. This complexity demands smarter strategies for data integration, accessibility, and governance, fueling a rapidly...
Regulatory-Driven Data Classification Framework
In an era shaped by expanding digital interactions, regulations on data management continue to evolve in rigor and complexity. As decision-makers within the fast-paced fields of data analytics, software development, or digital innovation, staying ahead in managing...
Automation
Python Code to Begin Part-of-Speech Tagging Using a Web Scrapped Website
Part-of-speech tagging, also known as POS tagging or grammatical tagging, is a method of annotating words in a text with their corresponding grammatical categories, such as noun, verb, adjective, adverb, and sometimes this is referred to as data mining. This process...
Collaboration Across the Company: Driving Reliability, Performance, Scalability, and Observability in Your Database System
Partnering with teams across the company to drive reliability, performance, scalability, and observability of the database system is essential for ensuring the smooth operation of the system. In this article, we will discuss the benefits of partnering with other teams...
Creating an Efficient System for Addressing High-Priority Issues: Building a Tooling Chain
Building a tooling chain to help diagnose operational issues and address high-priority issues as they arise is crucial for ensuring the smooth operation of any system. In this article, we will discuss the steps that you can take to build a tooling chain that can help...
Business
How to Identify and Remove “Zombie Data” from Your Ecosystem
“Zombie Data” lurks in the shadows—eating up storage, bloating dashboards, slowing down queries, and quietly sabotaging your decision-making. It’s not just unused or outdated information. Zombie Data is data that should be dead—but isn’t. And if you're running...
Real Use Cases Where ELT Outperformed ETL
In the ever-evolving world of data architecture, decision-makers are often faced with a foundational choice: ETL (Extract, Transform, Load) or ELT (Extract, Load, Transform)? For years, ETL was the gold standard—especially when on-prem systems and batch processing...
Data Governance for Strategic Decision-Making: A Business Perspective
Companies are generating more data than ever before. But with this surge in information comes a critical question: are we using our data strategically, or just storing it? The difference between data hoarding and data empowerment often comes down to one foundational...
TableauHelp
The Min(1) Paradigm for KPI Charts in Tableau
Today's blog is about the min(1) paradigm for KPI charting in Tableau desktop and how to make advanced KPI charts without needing slow table calculations to do the computations for you. Instead, we will show you how to utilize Tableau features to generate a better KPI...
Improving Tableau Server Meta Data Collection with A Template
Tableau Dashboard development and end user usage dictates meta data creation or lack thereof. We have a template for you. It helps you formulate a large amount of navigation from a single landing page. A large journey that increases views per visit. This is helpful...
Create a Trailing Period over Period logic in Tableau Desktop
Today, we would like to highlight the functionality of Date Buckets, which is how we like to think of it mentally, and others call it Period-over-Period Analysis within Tableau Desktop. Both periods are buckets of dates and work great with min(1) kpi dashboards and...
Solutions
Data Mesh vs. Data Lake: Understanding Modern Data Architectures
In the digital age, organizations are constantly navigating the evolving landscape of data management architectures—striving to extract maximum business value from increasingly large and complex data sets. Two buzzing concepts in contemporary data strategy discussions...
Choosing the Right Chart Type for Your Data
In a world constantly generating massive volumes of data, the ability to portray compelling, concise, and actionable visual information has become a fundamental skill for every modern business leader. Choosing the correct chart type isn't merely about aesthetics—it's...
Finding the 1% in Your Data That’s Costing You 10% of Revenue
Every division within an organization understands that data-driven decisions are essential for meaningful progress. Yet most managers and analysts overlook small, hidden inefficiencies buried within a company's vast datasets. Imagine this: somewhere in that ocean of...
SQL
REVOKE: Revoking Privileges, Managing Access Control in SQL
The REVOKE statement in SQL is used to remove specific privileges and permissions from users or user roles within a database. It allows you to revoke previously granted privileges and restrict user access to database objects. By using the REVOKE statement effectively,...
CREATE VIEW: Creating Virtual Tables with Query Results in SQL
The CREATE VIEW statement in SQL allows you to define a virtual table based on the results of a query. A view is a saved SQL query that can be treated as a table, providing a convenient way to simplify complex queries, encapsulate business logic, and enhance data...
CREATE INDEX: Enhancing Data Retrieval with Indexing in SQL
The CREATE INDEX statement in SQL allows you to create an index on one or more columns of a table. Indexing is a powerful technique used to improve the performance and speed of data retrieval operations. By creating indexes, you can efficiently locate and access data...