--- title: Ritinder Kaur image: https://www.selecthub.com/wp-content/uploads/2021/06/cropped-Ritinder-Kaur-v2-1.png --- ![Avatar photo](https://www.selecthub.com/wp-content/uploads/2021/06/cropped-Ritinder-Kaur-v2-1-96x96.png) # Ritinder Kaur [ ![Ritinder Kaur LinkedIn Profile](https://www.selecthub.com/display/images/linkedin_logo.svg) ](https://www.linkedin.com/in/ritinder-kaur/) Ritinder Kaur is a Senior Technical Content Writer at SelectHub and has ten years of experience writing about B2B software and quality assurance. She has a Masters degree in English language and literature and writes about Business Intelligence and Data Science. Her articles on software testing have been published on Stickyminds. [HR Management](https://www.selecthub.com/category/hr-management/) When exploring HR software pricing, what feels like it should be simple math quickly grows into a complex equation of price ranges, additional fees, and models that are tricky to compare apples to apples. In this guide, I’ll clarify how HR pricing actually works and what to expect so you have a baseline when it’s time to compare vendors. Ritinder KaurHR Software Pricing Guide for 2026: Ranges, Cost Drivers, and Buyer Tips [read more](https://www.selecthub.com/hr-management/hr-software-pricing/) [Medical Billing](https://www.selecthub.com/category/medical-billing/) Between handling claims, managing payments and keeping up with insurance rules, the last thing you need is to sit through demo after demo just to figure out which medical billing software is the real deal. That’s why we created this guide. Backed by hundreds of hours of research from our analysts and real data from our software selection platform, it breaks down the best medical billing software of 2025 including what each one does well and where it might fall short. Ritinder KaurThe 10 Best Medical Billing Software of 2026 [read more](https://www.selecthub.com/medical-billing/best-medical-billing-software/) [Business Intelligence](https://www.selecthub.com/category/business-intelligence/) Siloed reports, slow decision-making and missed opportunities can hold your business back. The right business intelligence tools cut through the noise, turning raw data into clear, actionable insights. To help you get the best fit for your needs, our analyst team spent hundreds of hours researching the market to find the 10 best BI tools. So whether you’re looking for better reporting, predictive analytics or an intuitive way to sift through your data, these tools are the best of the best. Ritinder KaurThe 10 Best Business Intelligence (BI) Tools of 2026 [read more](https://www.selecthub.com/business-intelligence/best-bi-tools/) [Business Analytics](https://www.selecthub.com/category/business-analytics/) This article discusses the top six advanced analytics tools based on our research team’s extensive analysis of the market. I tested all the following products except Oracle Analytics Cloud, as setting up an Oracle ecosystem was beyond the scope of this review. From data preparation to charting, reporting and AI, I had the insider ticket to it all. Here’s my take. Ritinder KaurThe Top 6 Advanced Analytics Tools for 2026 [read more](https://www.selecthub.com/business-analytics/advanced-analytics-tools/) [Business Intelligence](https://www.selecthub.com/category/business-intelligence/) Can Tableau dethrone Excel? I think not. CEOs will tell you that dashboards in [BI tools](https://www.selecthub.com/c/business-intelligence-tools/) aren’t everything. They would rather have somebody explain what’s happening and take it from there. If your team already uses Excel and you wonder if Tableau would be overkill, this article is for you. In this Tableau vs. Excel comparison, we’ll examine the two tools and explore how they can serve you better together — there are no clear winners here. Ritinder KaurTableau vs. Excel: Why They’re Better Together [read more](https://www.selecthub.com/business-intelligence/tableau-and-excel/) [Business Intelligence](https://www.selecthub.com/category/business-intelligence/) Direct Lake in Microsoft Fabric is a query technology that lets [Power BI](https://www.selecthub.com/p/business-intelligence-tools/power-bi/) users create semantic data models from OneLake. It’s a step up from Direct Query and Import Mode and intends to remedy their limitations. This article takes a closer look at how it fares in supporting Power BI to be more agile and efficient, especially in light of the [AtScale TPC-DS Benchmark Report](https://www.atscale.com/resource/performance-benchmark-powerbi-directlake-snowflake/). Ritinder KaurPower BI Direct Lake: A Critical Look at Its Semantic Layer Potential [read more](https://www.selecthub.com/business-intelligence/power-bi-direct-lake/) [Business Intelligence](https://www.selecthub.com/category/business-intelligence/) [Enterprise reporting](https://www.selecthub.com/category/business-intelligence/enterprise-reporting/) is the pillar of business intelligence and analytics — where would we be without reports? Though Excel supports insights on the fly, modern enterprises want more robust and faster ad hoc reporting tools. In this article, we discuss their applications, benefits and features, with the challenges in implementing them. Ritinder KaurWhat Is Ad Hoc Reporting? A Comprehensive Guide [read more](https://www.selecthub.com/business-intelligence/importance-ad-hoc-reporting/) [Business Intelligence](https://www.selecthub.com/category/business-intelligence/) In 2004, when Hurricane Frances hit Florida’s Atlantic coast, people were ready…with six packs of beer and, wait for it, pop-tarts! Days before the hurricane hit, Walmart had stocked up on the stuff in stores that were in the hurricane’s path, thanks to predictive and prescriptive analytics. Learning customer preferences with [business analytics](https://www.selecthub.com/category/business-analytics/) paid off for the retailer — they registered huge sales at the time. Ritinder KaurDescriptive vs Predictive vs Prescriptive vs Diagnostic Analytics [read more](https://www.selecthub.com/business-intelligence/predictive-descriptive-prescriptive-analytics/) [HR Management](https://www.selecthub.com/category/hr-management/) Your company’s looking for new HR software, so your boss asked you to do some research. A few Google searches in and you’re drowning in acronyms like HRIS vs. HCM vs. HRMS. To make matters worse, vendors use these terms interchangeably, making you feel like you’re going around in circles. You’re not alone. Ritinder KaurHRIS vs. HRMS vs. HCM Explained [read more](https://www.selecthub.com/hr-management/difference-hcm-hrms-hris/) [Business Intelligence](https://www.selecthub.com/category/business-intelligence/) Tableau is a market leader in providing analytics and data visualization in one platform. Despite a large fan base that swears by Tableau, other [BI tools](https://www.selecthub.com/c/business-intelligence-tools/) are disrupting the market. Domo is one such embedded analytics and automated data discovery tool. In this article, we break down the Domo vs. Tableau comparison feature-by-feature, with Tableau taking the crown. Ritinder KaurTableau vs Domo: Which BI Tool is the Winner? [read more](https://www.selecthub.com/business-intelligence/tableau-and-domo/) [Business Intelligence](https://www.selecthub.com/category/business-intelligence/) Excel organizes data for visual analysis and exploration using functions, formulas and arrays. You can build data models, charts and graphs from simple tables. Did you know Excel supports machine learning (ML) and natural language querying (NLQ)? The platform stays relevant by offering new features and interfacing with many [BI (business intelligence) tools](https://www.selecthub.com/c/business-intelligence-tools/). But, is Excel for business intelligence enough or do you need to invest in a [BI platform](https://www.selecthub.com/business-intelligence/key-types-business-intelligence-tools/)? Ritinder KaurExcel For Business Intelligence: A Comprehensive Guide [read more](https://www.selecthub.com/business-intelligence/excel-for-bi-tool-using-replacing/) [Business Intelligence](https://www.selecthub.com/category/business-intelligence/) According to [6sense](https://6sense.com/tech/business-intelligence-bi/tableausoftware-vs-microstrategy), Tableau claims a 15.03% share in the BI market, while MicroStrategy carries 1.53%. That’s a large gap, and yet MicroStrategy emerges as a Tableau competitor in big data analytics. This article intends to support your [BI software](https://www.selecthub.com/c/business-intelligence-tools/) search with a MicroStrategy vs. Tableau comparison. As Tableau comes out on top, it’s worth diving into the details. Ritinder KaurMicroStrategy vs Tableau: Which BI Software Is the Winner? [read more](https://www.selecthub.com/business-intelligence/tableau-and-microstrategy/) [HR Management](https://www.selecthub.com/category/hr-management/) Key Takeaways * Assess your readiness first. Understand the risks and confirm leadership buy-in, team availability, and data quality before committing to a timeline. * Build your team and lock down the scope and success metrics. Assign decision-makers, define roles, and lock the scope. * Get your house in order. Document your workflows, clean data, and build your UAT before configuration starts. * Perform rigorous testing in pre-production. Run end-to-end and parallel tests to catch issues early. * Treat Year I post-go-live as part of the project. Stabilize the system and evaluate the outcomes as your HR system becomes part of daily operations. Ritinder KaurHRIS Implementation Done Right: A 7-Phase Field Guide for HR Leaders [read more](https://www.selecthub.com/hr-management/key-considerations-implementing-hr-system/) [Big Data](https://www.selecthub.com/category/big-data-analytics/), [Business Analytics](https://www.selecthub.com/category/business-analytics/), [Business Intelligence](https://www.selecthub.com/category/business-intelligence/) Would you believe that over [100,000 business analytics jobs](https://hbr.org/2023/02/why-retailers-fail-to-adopt-advanced-data-analytics) were posted in the U.S. as of Feb. 2023? As new blood fills the industry and demand for [BI](https://www.selecthub.com/category/business-intelligence/) skills skyrockets, understanding business analytics vs. data analytics is crucial. This article breaks it down with the associated roles, courses and certifications. Plus, it has information for software buyers. Which tool should you choose? Ritinder KaurBusiness Analytics vs. Data Analytics: What’s the Difference? [read more](https://www.selecthub.com/business-analytics/web-analytics-and-business-analytics/) [Embedded Analytics](https://www.selecthub.com/category/embedded-analytics/) “That’s not a dashboard!” I smiled, looking at the image on my phone. I was discussing writing this [embedded analytics](https://www.selecthub.com/category/business-intelligence/embedded-bi/) article with a friend, and she was coming up blank. “What’s a dashboard? Is it like the Tumblr dashboard?” she asked. I asked her to share the image, which was her Tumblr feed. Like her, this article is for you if you don’t know what dashboards are and what they do. It includes a how-to tutorial for Excel dashboarding with everyday challenges and burning questions. Ritinder KaurDashboarding: A Comprehensive Guide [read more](https://www.selecthub.com/embedded-analytics/dashboarding/) [Business Analytics](https://www.selecthub.com/category/business-analytics/) Business analytics involves tasks you can’t do with standard analytics software, like documentation, requirements and project management. Searching for best-fit [business analytics tools](https://www.selecthub.com/c/business-analytics-tools/) is challenging — you don’t want piecemeal solutions that cost more than they solve. One way to go is shortlisting integrated solutions, but you need to match them with your requirements and budget. Ritinder KaurThe 5 Best Business Analytics Tools of 2026 [read more](https://www.selecthub.com/business-analytics/7-cutting-edge-business-analytics-tools/) [Business Intelligence](https://www.selecthub.com/category/business-intelligence/) When it comes to cutting-edge [business intelligence](https://www.selecthub.com/c/business-intelligence-tools/) and analytics tools, the SAS, SAP BI vs. Power BI comparison covers it. The three products are analytics market leaders with the latest capabilities that set them miles ahead of their competitors. However, Power BI leads the pack. Let’s see how. Ritinder KaurSAS vs SAP vs Power BI [read more](https://www.selecthub.com/business-intelligence/sas-and-sap-and-power-bi/) [Embedded Analytics](https://www.selecthub.com/category/embedded-analytics/) If you’re struggling with adoption pains regarding [business intelligence tools](https://www.selecthub.com/c/business-intelligence-tools/), you’re not alone. Many businesses struggle to wean their employees off familiar platforms like Microsoft Excel and PowerPoint. Switching between applications wastes man-hours and impacts downstream processes. It affects sales dashboards too, slowing down analysis, decisions and strategy-building. This article discusses the barriers to software adoption for dashboard users and suggests possible solutions. Ritinder KaurSales Dashboards: Comprehensive Examples [read more](https://www.selecthub.com/embedded-analytics/sales-dashboard/) [Embedded Analytics](https://www.selecthub.com/category/embedded-analytics/) Alfatech’s finance team struggled to deliver monthly figures and forecasts with data siloed in several systems. Plus, information on out-for-approval invoices and unbooked amounts was falling through the cracks. Bas Verweij, the CFO at Alfatech, knew it was time for action. They upgraded to an advanced version of their [embedded analytics tools](https://www.selecthub.com/c/embedded-analytics-tools/). Within three weeks, their finance team was ready to generate basic reports and financial dashboards with the new tool. If you’re in the same position, you’re in the right place. Let’s take a deep dive into the world of financial dashboards. Ritinder KaurFinancial Dashboard Examples: A Comprehensive Guide [read more](https://www.selecthub.com/embedded-analytics/financial-dashboard/) [Business Intelligence](https://www.selecthub.com/category/business-intelligence/) The name Microsoft speaks for itself. This technology leader offers a rich palette of [BI software](https://www.selecthub.com/c/business-intelligence-tools/). But which platform will work for your unique needs? This article dissects Microsoft BI tools with their benefits and key features. By the end, you’ll be ready to proceed with software selection if you’re a buyer. If you’re a student, you’ll gain in-depth information about Microsoft BI systems. Ritinder KaurEverything You Need to Know about Microsoft Business Intelligence Tools [read more](https://www.selecthub.com/business-intelligence/microsoft-business-intelligence-tools/) [Business Analytics](https://www.selecthub.com/category/business-analytics/) What separates the top-performing companies from the pack? A winning approach to data with a focus on strategy, modern [business analytics tools](https://www.selecthub.com/c/business-analytics-tools/) and a consistent push for data literacy with a “when you know better, do better” mindset. Make data work for you by getting to know it better. This article discusses the types of analytics with software examples and use cases. Ritinder KaurTypes Of Data Analytics: A Comprehensive Guide [read more](https://www.selecthub.com/business-analytics/types-of-data-analytics/) [Business Intelligence](https://www.selecthub.com/category/business-intelligence/) The vendor is phasing out your data mining platform. You want to stick around by upgrading to the new version, but it won’t have your preferred features. It’s time to move on to another [BI tool](https://www.selecthub.com/c/business-intelligence-tools/) but which one? This article showcases the top data mining tools to help you select the right system. Ritinder KaurThe 5 Best Data Mining Tools of 2026 [read more](https://www.selecthub.com/business-intelligence/data-mining-tools/) [Embedded Analytics](https://www.selecthub.com/category/embedded-analytics/) Did you know that Dominos sold more than 200,000 pizzas a day in the combined region of the UK, the Republic of Ireland, Germany and Switzerland in 2014? We know this thanks to [embedded analytics](https://www.selecthub.com/category/business-intelligence/embedded-bi/). This article highlights embedded analytics examples to show how this technology boosts customer satisfaction and revenue for industries. Ritinder KaurKey Embedded Analytics Examples [read more](https://www.selecthub.com/embedded-analytics/embedded-analytics-examples/) [ETL](https://www.selecthub.com/category/etl/) ETL (extract, transform and load) gathers [business intelligence](https://www.selecthub.com/category/business-intelligence/), but it isn’t fast enough for specific use cases. Enterprises need the latest data 24/7, and small latency and processing issues can have a huge impact on query performance. ELT (extract, load and transform) is faster, aggregating only the desired information on demand to prepare it for analysis. Does it mean the end of ETL? Find out with this ETL vs. ELT breakdown. Ritinder KaurETL vs ELT: A Comprehensive Comparison [read more](https://www.selecthub.com/etl/etl-and-elt/) [Business Analytics](https://www.selecthub.com/category/business-analytics/) Data floods your inbox, dashboards blink incessantly and reports pile up. Yet, amidst this information tsunami, the answers you desperately need remain murky and elusive. You’re not alone. Countless businesses are caught in an agonizing Catch-22 — most [business analytics tools](https://www.selecthub.com/c/business-analytics-tools/) are too simplistic, while advanced ones are anything but user-friendly. We understand your frustration and have handy tips to guide your software selection, along with a showcase of the top data analytics tools. Ritinder KaurThe Best Data Analysis Tools Of 2026 [read more](https://www.selecthub.com/business-analytics/data-analysis-tools/) [Business Intelligence](https://www.selecthub.com/category/business-intelligence/) Effective [business intelligence](https://www.selecthub.com/category/business-intelligence/) (BI) is critical for enterprises to generate revenue and maximize their ROI. With data increasing in complexity and volume every day, businesses need something more out of their [BI software](https://www.selecthub.com/business-intelligence-tools/) than a traditional database to store historical and transactional information for analytics. Many companies want live insights as well, and analyzing big data in real time requires a solution beyond a regular database. Data warehouse is [a big data storage system](https://www.selecthub.com/big-data-storage-software/) that enable data management for enterprise reporting and data analytics. Ritinder KaurWhat is Data Warehouse? Ultimate Guide to the Data Warehouse System [read more](https://www.selecthub.com/business-intelligence/what-is-data-warehouse/) [Business Intelligence](https://www.selecthub.com/category/business-intelligence/) [Business intelligence software](https://www.selecthub.com/business-intelligence-tools/) like Power BI Desktop is perpetually free but limited in functionality — you can create content but not share it with others unless you get a Pro or Premium license. But which one? This article breaks down the Power BI Pro vs. Premium comparison. The discussion includes the Premium Per User (PPU) license, which offers all the Pro capabilities and Premium benefits at the user level. Ritinder KaurPower BI Pro vs Premium: What’s The Difference? [read more](https://www.selecthub.com/business-intelligence/power-bi-pro-and-premium/) [Business Intelligence](https://www.selecthub.com/category/business-intelligence/) Though we associate early [business intelligence (BI)](https://www.selecthub.com/category/business-intelligence/) with reporting, it’s never been about simply displaying figures and numbers. Humans have always analyzed information to make deductions and decisions. It’s what makes us superior to other species. Where does data analytics fit when seeking [BI software](https://www.selecthub.com/c/business-intelligence-tools/), and how will it impact your buying decision? This article includes these and other frequently asked questions about business intelligence and data analytics. Ritinder KaurBusiness Intelligence And Data Analytics: A Comprehensive Guide [read more](https://www.selecthub.com/business-intelligence/business-intelligence-and-data-analytics/) [Embedded Analytics](https://www.selecthub.com/category/embedded-analytics/) Flying blind doesn’t cut it when it comes to business intelligence. A 2019 [HubSpot travel and expense (T&E) management report](https://cdn2.hubspot.net/hubfs/429178/2019%5FT%26E%5FTrendsSurvey-Tallie-FA.pdf) said over a quarter of the companies polled didn’t know if the submitted expenses complied with T&E policy! Data transparency issues can plague enterprises as they struggle to manage large data volumes. It’s why [enterprise reporting](https://www.selecthub.com/category/business-intelligence/enterprise-reporting/) can seem daunting, but automation can help. Ritinder KaurAutomated Reporting: A Comprehensive Guide [read more](https://www.selecthub.com/embedded-analytics/automated-reporting/) [Business Intelligence](https://www.selecthub.com/category/business-intelligence/) Cloud data warehouses are the next best thing to happen to information storage after massively parallel processing (MPP) databases. Considering the cloud component, how will they complement your existing [business intelligence systems](https://www.selecthub.com/business-intelligence-tools/) and tech stack? What will it entail, and do you have the budget? In this article, we discuss their evolution from relational databases and the challenges, some best practices and considerations to keep in mind before choosing one for your organization. Ritinder KaurCloud Data Warehouses: A Comprehensive Guide [read more](https://www.selecthub.com/business-intelligence/cloud-data-warehouses/) [Business Intelligence](https://www.selecthub.com/category/business-intelligence/) The list of dos and don’ts can be long when tasked with acquiring a suitable [BI (business intelligence) solution](https://www.selecthub.com/c/business-intelligence-tools/) for your company. You need to balance the business intelligence capabilities with cost, a short learning curve and watertight security. You must check for data quality, user autonomy, interactivity and visualization capabilities. The list goes on. Amidst this noise, having a list of essential capabilities saves time. Ritinder KaurThe Big List of Business Intelligence Capabilities [read more](https://www.selecthub.com/business-intelligence/list-bi-capabilities/) [Business Intelligence](https://www.selecthub.com/category/business-intelligence/) This article dives deep into the world of business intelligence integration. We’ll explore the basics, walk you through the integration process and unveil the benefits BI brings to your organization. Industry experts share their valuable insights, and there’s a curated list of [BI tools](https://www.selecthub.com/c/business-intelligence-tools/). We’ll examine the key features to consider and explore the future trends shaping the BI landscape. Let’s dive in! Ritinder KaurUnlocking Data Insights: A Comprehensive Guide to Business Intelligence Integration [read more](https://www.selecthub.com/business-intelligence/business-intelligence-software-integration/) [Business Intelligence](https://www.selecthub.com/category/business-intelligence/) Imagine navigating rush hour traffic while blindfolded and in a new car. You don’t know all the controls, and you didn’t bother to ask. Disaster! It’s a reality for many businesses struggling to harness their [BI tools](https://www.selecthub.com/c/business-intelligence-tools/). In this article, we delve into the nitty-gritty of business intelligence implementation. It includes nuggets of wisdom and experience from my interview with Anurag Sanghai, Principal Solutions Architect with Intellicus Technologies. Ritinder KaurBusiness Intelligence Implementation: A Comprehensive Guide [read more](https://www.selecthub.com/business-intelligence/business-intelligence-implementation/) [EHR](https://www.selecthub.com/category/ehr/) If the search for the right [EHR software](https://www.selecthub.com/c/ehr-software/) for your small practice has been challenging, you’re not alone. Let’s explore our research team’s picks for the best EHRs for small practices to discover the top performers and understand what sets them apart. Ritinder KaurThe 5 Best EHRs for Small Practices in 2026 [read more](https://www.selecthub.com/ehr/ehr-small-practices/) [HR Management](https://www.selecthub.com/category/hr-management/) Choosing the best HR software can feel like chasing a moving target — the more platforms you explore, the more they start to blur together. You just want a system that scales and takes the manual burden off you. But with so many HR software companies — all conveniently claiming to be the best — it’s hard to shake the nagging feeling that maybe you didn’t look far enough and deep enough. Ritinder KaurThe 10 Best HR Management Software of 2026 [read more](https://www.selecthub.com/hr-management/best-hr-management-software/) [Business Intelligence](https://www.selecthub.com/category/business-intelligence/) Power BI is an obvious choice when seeking [BI (business intelligence) software](https://www.selecthub.com/c/business-intelligence-tools/). What’s not to like? It’s affordable, easy to use and carries the Microsoft name. But, unlike the Coca-Cola recipe, its development code isn’t top-secret, and other products are catching up fast with competitive functionality. If you’re on the fence about using Power BI, you’re in the right place. This article discusses the results of our analyst research for Power BI alternatives. Ritinder KaurTop Power BI Alternatives And Competitors [read more](https://www.selecthub.com/business-intelligence/power-bi-alternatives/) [EHR](https://www.selecthub.com/category/ehr/), [EMR](https://www.selecthub.com/category/emr/) In a world where vendor-based [EHR software](https://www.selecthub.com/c/ehr-software/) and [EMR software](https://www.selecthub.com/c/emr-software/) implementations strain budgets, open-source solutions can help you reduce costs. So what are the top open-source electronic health records (EHR) and electronic medical records (EMR) on the market? Ritinder KaurThe 4 Best Open-Source EMR / EHR Software of 2026 [read more](https://www.selecthub.com/emr/open-source-emr-software/) [Big Data](https://www.selecthub.com/category/big-data-analytics/) Hadoop and Spark are open-source [big data software](https://www.selecthub.com/big-data-analytics-tools/) meant to replace traditional information warehouses. They help organizations harness the power of big data for real-time analytics and business intelligence. When searching for big data solutions, the Hadoop vs. Spark comparison is common. This article delves into a comparative analysis of the two platforms. Though Spark comes out as the winner, we can’t dismiss Hadoop altogether. Ritinder KaurHadoop vs Spark: Who Is The Winner? [read more](https://www.selecthub.com/big-data-analytics/hadoop-and-spark/) [Enterprise Reporting](https://www.selecthub.com/category/enterprise-reporting/) Every SaaS reporting tool promises speed, clarity, and flexibility. But your real concern is what happens after rollout. Will your team actually use it? Will it integrate without duct tape? Will it adapt when your data model evolves? Our research team spend hundreds of hours evaluating the market so you don’t have to. I’ll walk you through the top options so you can pick a tool that fits your workflows today and won’t bottleneck you tomorrow. Ritinder KaurThe 5 Best SaaS Reporting Tools for 2026 [read more](https://www.selecthub.com/enterprise-reporting/saas-reporting-tools/) [ETL](https://www.selecthub.com/category/etl/) ETL requirements gathering is a team effort, and it can be overwhelming to carry everyone along. Managing stakeholder expectations and balancing them with organizational goals is a tightrope walk. Add to it assigning ownership for data engineering tasks to prepare for an ETL deployment, and you’ve got your hands full. Relax, we got you. Ritinder KaurThe Top 7 ETL Requirements Template & Checklist [read more](https://www.selecthub.com/etl/etl-requirements/) ```json {"@context":"https:\/\/schema.org","@graph":[{"@type":"ProfilePage","@id":"https:\/\/www.selecthub.com\/author\/ritinder-kaur\/","url":"https:\/\/www.selecthub.com\/author\/ritinder-kaur\/","name":"Ritinder Kaur, Author at SelectHub","isPartOf":{"@id":"https:\/\/www.selecthub.com\/#website"},"breadcrumb":{"@id":"https:\/\/www.selecthub.com\/author\/ritinder-kaur\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.selecthub.com\/author\/ritinder-kaur\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/www.selecthub.com\/author\/ritinder-kaur\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.selecthub.com\/"},{"@type":"ListItem","position":2,"name":"Research Ritinder Kaur"}]},{"@type":"WebSite","@id":"https:\/\/www.selecthub.com\/#website","url":"https:\/\/www.selecthub.com\/","name":"SelectHub","description":"Confidence in Software","publisher":{"@id":"https:\/\/www.selecthub.com\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.selecthub.com\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/www.selecthub.com\/#organization","name":"SelectHub","url":"https:\/\/www.selecthub.com\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.selecthub.com\/#\/schema\/logo\/image\/","url":"","contentUrl":"","caption":"SelectHub"},"image":{"@id":"https:\/\/www.selecthub.com\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/selecthub\/","https:\/\/x.com\/SelectHub","https:\/\/www.linkedin.com\/company\/selecthub"]},{"@type":"Person","@id":"https:\/\/www.selecthub.com\/#\/schema\/person\/7ef713c9c022e75ea5995d3c1cd516b2","name":"Ritinder Kaur","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.selecthub.com\/wp-content\/uploads\/2021\/06\/cropped-Ritinder-Kaur-v2-1-96x96.png","url":"https:\/\/www.selecthub.com\/wp-content\/uploads\/2021\/06\/cropped-Ritinder-Kaur-v2-1-96x96.png","contentUrl":"https:\/\/www.selecthub.com\/wp-content\/uploads\/2021\/06\/cropped-Ritinder-Kaur-v2-1-96x96.png","caption":"Ritinder Kaur"},"description":"Ritinder Kaur is a Senior Technical Content Writer at SelectHub and has ten years of experience writing about B2B software and quality assurance. She has a Masters degree in English language and literature and writes about Business Intelligence and Data Science. Her articles on software testing have been published on Stickyminds.","sameAs":["https:\/\/www.selecthub.com","https:\/\/www.linkedin.com\/in\/ritinder-kaur\/"],"mainEntityOfPage":{"@id":"https:\/\/www.selecthub.com\/author\/ritinder-kaur\/"}}]} ```