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 Lakehouse Implementation: Bridging the Gap Between Lakes and Warehouses
As a software consulting LLC specializing in data, analytics, and innovation, weâve witnessed firsthand the evolution of how businesses manage their ever-growing information repositories. Until recently, companies were forced to choose between sprawling data...
If You Use Excel To Solve a Problem, Youâre in a Waterfall Project
Youâve probably heard it said that Excel is the âSwiss Army Knifeâ of business tools. It can crunch numbers, track budgets, and even spin up in-house dashboards. But when your organization relies on spreadsheet pivot tables to make key decisions, thereâs a strong...
Driving Value in Quick API Consulting Engagements
In an age dominated by digital transformation, quick API consulting engagements are becoming more crucial than ever. Every organization, from emerging startups to established enterprises, is seeking efficient ways to integrate systems, leverage real-time data, and...
How to Transition from Excel to Data Warehousing
Picture this: You've painstakingly maintained dozensâor even hundredsâof Excel workbooks, passed from team to team. Each spreadsheet is a living document with multiple authors, inconsistent formulas, and infinite tabs. Decision fatigue is high, and trust in your data...
Lowering Dependency On Excel, Boosting Morale and Support
Excel has long been the go-to tool for businesses seeking quick solutions to data problems. Spreadsheets are straightforward, widely accessible, and simple to use. However, as your company grows, so do the complexities and risks involved when relying too heavily on...
Predicting Client Churn with Open Source Tools
The modern business landscape moves quickly, and customer retention is no longer just a benefitâit's a strategic imperative. Today's leading organizations proactively leverage predictive analytics and machine learning to anticipate customer churn before it occurs. By...
When to Say No to a Software Feature (and Why That Builds Trust)
Imagine sitting in a boardroom, faced with executives who eagerly suggest new software functionalities. Each request oozes ambition, innovation, and potentialâyet sometimes, the right decision isn't about embracing every new idea but knowing exactly when to say no. As...
Using Analytics to Measure Brand Sentiment Across Channels
In today's hyperconnected digital landscape, your brand is subject to continuous evaluation, conversation, and perception-shaping interactions across countless platforms. Understanding brand sentimentâhow your audience feels about your brandâcan make the difference...
Data Engineering for Small Teams: Maximizing Impact
In today's data-driven world, small teams are frequently tasked with harnessing vast amounts of data to drive informed decision-making. While large enterprises typically have dedicated data engineering squads, smaller teams often face resource limitations that...
Why Hourly Software Consulting is the Future of Adaptive, Scalable Innovation
The digital landscape is evolving at warp speed, and businesses seeking to thrive must find ways to innovate swiftly, adaptively, and at scale. Gone are the days when monolithic, one-size-fits-all solutions could keep pace with todayâs relentless market demands....
How to Fix a Failing Dashboard Strategy: Creative Insights for Data-Driven Transformation
Imagine this: your organization has invested significant time and capital into building sleek dashboards, anticipating clarity, action, and ROI. Yet, the data story is muddled, users are disengaged, and the value falls short of expectations. If this scenario feels...
Why ELT Makes More Sense Than ETL in 2025
Picture this: your team just discovered key customer insights, unlocked hidden market opportunities, and significantly shortened your decision cycleâall thanks to accurately handling data at lightning speed. This isn't some future scenario; it's the rapidly...
What Happens When You Give Engineers Too Much Data
Imagine handing an artist every color imaginable without any instructionâwhat masterpiece or chaos might you expect? Similarly, giving engineers unlimited access to data can lead to groundbreaking innovation, efficiency gains, and informed business decisionsâbut also...
Building Proof-of-Concepts with Clients in Real-Time
In the fast-paced world of data innovation, business leaders are increasingly looking for smarter, faster paths to demonstrate value and test ideas. Real-time development of proof-of-concepts (POCs) alongside clients is becoming a powerful method for software...
The Overlap Between Analytics and SEO Performance
In an increasingly digital-first world, businesses often rely heavily on their websiteâs visibility and discoverability. However, simply having a website isnât enough to guarantee digital success; understanding analytics is essential to drive meaningful results....
No One Looks at Your Reports. Ouch.
Youâve spent hours, days, 6 months (ouch), maybe even years compiling critical reports. Youâve harnessed cutting-edge tools like Tableau, Power BI, PostgreSQL. You dissected gigabytes of data and created graphs that could impress any CEO. Yet, as you hit "send," you...
Consultants Arenât Expensive â Rebuilding It Twice Is
The phrase "you get what you pay for" rings especially true in the field of software development and data analytics. As organizations embark on ambitious digital transformation projects, costs often come under close scrutiny. Yet, the real expense doesn't lie in...
From Gut Feelings to Predictive Models: A Client Journey
Imagine standing on the edge of a data goldmine, uncertain how to tap into its riches. You sense the vast potential, but your instincts alone arenât enough to navigate the complexities of modern analytics. Thatâs precisely where our data-focused software consulting...
Why Hourly Consulting Outperforms Retainers in Software Innovation
In today's rapidly evolving digital landscape, agility and adaptability have swiftly become critical components for organizations seeking innovation. Traditional retainer models, although popular, often create limitations that hinder growth and slow down creative...
How to Identify and Remove “Zombie Data” from Your Ecosystem
âZombie Dataâ lurks in the shadowsâeating up storage, bloating dashboards, slowing down queries, and quietly sabotaging your decision-making. Itâs not just unused or outdated information. Zombie Data is data that should be deadâbut isnât. 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 standardâespecially 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...
The Data-Driven Mindset: How to Think Like a Modern Software Consultant
The most impactful software consultants are not just builders â theyâre interpreters of data, innovators of process, and strategic partners who translate complexity into results. What separates average consultants from those leading the way? A data-driven mindset â an...
Hourly Consulting Support, Expertise When You Need
Agility isnât just a buzzwordâitâs a requirement. Businesses are continuously trying to scale, adapt, and deliver results faster than ever. Traditional fixed-scope software contracts, while historically reliable, are proving to be too rigid for the pace of modern...
Creating Executive Dashboards That Drive Real Decisions
In todayâs analytics environment, executives are overwhelmed with data but underwhelmed with insight. Dashboards are everywhereâbut true decision-making power is not. A well-designed executive dashboard should be more than a digital bulletin board. It should be a...
How to Prioritize Analytics Projects with Limited Budgets
When the budget is tight, every dollar counts. In the world of analytics, it's easy to dream big â AI, predictive dashboards, advanced automation â but the reality often demands careful prioritization. For organizations striving to innovate without overspending, the...
We Audited 10 Dashboards and Found the Same 3 Mistakes
The business world runs on data, but data alone isn't enoughâcompanies need actionable insights presented clearly and accurately. Dashboards have become essential tools for decision-making, empowering everyone from frontline employees to top executives. Yet, most...
Stop Blaming the Data Team â Itâs Your Project Management
Youâve likely uttered these words: âOur data team just doesnât deliver.â This maybe true if they have no experience delivering. However, before pointing fingers at your analysts or engineers, it's worth looking deeper. More often than not, ineffective data practices...
The Role of Human-Centered Design in Data Analytics
In todayâs data-saturated world, analytics projects fail not because of bad data or flawed algorithms, but because they miss the mark on people. The success of any analytics or software initiative hinges on whether the end users can understand, trust, and act on the...
Why We Recommend Python Over Tableau Prep for Data Pipelines
When it comes to building scalable, efficient data pipelines, weâve seen a lot of businesses lean into visual tools like Tableau Prep because they offer a low-code experience. But over time, many teams outgrow those drag-and-drop workflows and need something more...
Automation
Send Tiktok Data to Google BigQuery Using Node.js
Here is an explanation of the code for sending TikTok data to Google BigQuery using Node.js: const { BigQuery } = require('@google-cloud/bigquery'); This line imports the BigQuery class from the @google-cloud/bigquery library. The BigQuery class provides a client for...
8 Reasons to Data Warehouse Your Social Media Data in Google BigQuery
Connecting social media platforms like Twitter, Instagram, LinkedIn, and Facebook to Google BigQuery can provide a number of benefits for businesses and organizations. Here are just a few reasons why you might want to consider integrating these platforms with...
Send Twitter Data to Google BigQuery Using Node.js
To export data from Twitter to Google BigQuery using Node.js, you can use the Twitter API and the BigQuery API. Here's a high-level overview of the process: First, you'll need to register as a developer on the Twitter API platform and obtain an access token and access...
Business
How to Prioritize Analytics Projects with Limited Budgets
When the budget is tight, every dollar counts. In the world of analytics, it's easy to dream big â AI, predictive dashboards, advanced automation â but the reality often demands careful prioritization. For organizations striving to innovate without overspending, the...
Stop Blaming the Data Team â Itâs Your Project Management
Youâve likely uttered these words: âOur data team just doesnât deliver.â This maybe true if they have no experience delivering. However, before pointing fingers at your analysts or engineers, it's worth looking deeper. More often than not, ineffective data practices...
The Role of Human-Centered Design in Data Analytics
In todayâs data-saturated world, analytics projects fail not because of bad data or flawed algorithms, but because they miss the mark on people. The success of any analytics or software initiative hinges on whether the end users can understand, trust, and act on the...
TableauHelp
Tableau Logo – Finding the correct Tableau Logo Built Dev3lop.
Need help Finding the Tableau Logo? Want to learn about the data that helped us build Dev3lop? We explain everything below. Here, you can quickly grab the Tableau logo and many other logos related to the same Tableau Software developed by Tableau partners. Learn about...
6 Quick Steps, How to Make a Tableau Sparkline
Welcome; let's discuss making a sparkline chart on Tableau desktop. If this is your first time creating a sparkline in Tableau Desktop and you're breaking into the data industry, maybe you're still learning the power of data visualization in data science; know you're...
The Tableau definition from every darn place on the internet.
The Tableau definition from every darn place on the internet. Why did we consider this? Because a lot of people are interested, what does Tableau mean? We know the tableau definition means; visualizing and understanding data. We are Tableau consultants and have...
Solutions
A Practical Guide to Dimensional Modeling
In today's data-driven world, almost every strategic decision hinges upon insightful, accessible, and actionable information. Businesses generate massive volumes of data daily, yet without sound techniques for structuring and analyzing this data, it remains untapped...
DataContract-Driven Development: Aligning Teams Around Data
Enterprises increasingly rely on a tangled web of APIs, platforms, and microservices, ensuring consistency, quality, and clarity is becoming critical. DataContract-driven development is the forward-thinking approach that cuts through complexityâaligning development,...
Idempotent Data Transformations: Ensuring Consistency During Reprocessing
The first time I read the word idempotent, I needed to read it a few times. It's pronounced; /ËÄ«demËpĆtnt,ËÄdemËpĆtnt/ -- like, eye-dem-potent. It helps if you say this out loud a few times. The accuracy of analytics pipelines can significantly impact your bottom...
SQL
UPDATE: Modifying Existing Data in a Table
The UPDATE statement in SQL allows you to modify existing data within a table. It is a crucial command that plays a significant role in updating and maintaining the accuracy and integrity of your database. By understanding how to use the UPDATE statement effectively,...
The Power of INSERT INTO: Adding New Rows of Data to a Table in SQL
In SQL, the INSERT INTO statement is a fundamental command that allows you to add new rows of data into a table. This statement plays a vital role in maintaining and updating the data within your database. Understanding how to use the INSERT INTO statement effectively...
Harnessing the Power of Logical Operators in SQL: Exploring AND, OR, and NOT
Structured Query Language (SQL) provides powerful logical operatorsâAND, OR, and NOTâthat allow for flexible querying and filtering of data in a database. These operators enable you to construct complex conditions and retrieve specific subsets of data based on logical...