{"id":292,"date":"2025-03-10T10:59:07","date_gmt":"2025-03-10T10:59:07","guid":{"rendered":"https:\/\/globextraonline.com\/blogs\/?p=292"},"modified":"2025-06-27T11:39:36","modified_gmt":"2025-06-27T11:39:36","slug":"25-ways-data-analyst-drive-growth","status":"publish","type":"post","link":"https:\/\/globextraonline.com\/blogs\/25-ways-data-analyst-drive-growth\/","title":{"rendered":"25 Ways Data Analyst Drive Growth"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">Wish to start a career as a <strong>data analyst<\/strong> but are not sure how? Read our blog on <strong>data analyst<\/strong> and find out <strong>25<\/strong> amazing facts about them and the role they play.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">At Globextra, we offer tech-enabled solutions that have helped businesses grow. If you want to join the list of successful businesses, book a service with us.\u00a0<\/span><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-360\" src=\"https:\/\/globextraonline.com\/blogs\/wp-content\/uploads\/2025\/03\/DATA-ANALYST.png\" alt=\"Data Analyst- 25 undeniable ways they boost revenue\" width=\"2240\" height=\"1260\" srcset=\"https:\/\/globextraonline.com\/blogs\/wp-content\/uploads\/2025\/03\/DATA-ANALYST.png 2240w, https:\/\/globextraonline.com\/blogs\/wp-content\/uploads\/2025\/03\/DATA-ANALYST-300x169.png 300w, https:\/\/globextraonline.com\/blogs\/wp-content\/uploads\/2025\/03\/DATA-ANALYST-1024x576.png 1024w, https:\/\/globextraonline.com\/blogs\/wp-content\/uploads\/2025\/03\/DATA-ANALYST-768x432.png 768w, https:\/\/globextraonline.com\/blogs\/wp-content\/uploads\/2025\/03\/DATA-ANALYST-1536x864.png 1536w, https:\/\/globextraonline.com\/blogs\/wp-content\/uploads\/2025\/03\/DATA-ANALYST-2048x1152.png 2048w\" sizes=\"auto, (max-width: 2240px) 100vw, 2240px\" \/><\/p>\n<h1><span style=\"font-weight: 400;\">Data Analyst- 25 Proven Ways They Help Businesses Scale<\/span><\/h1>\n<p><span style=\"font-weight: 400;\">In today\u2019s digital age, data is the new currency, and businesses rely on it to make smarter decisions, predict future trends, and gain a competitive edge. However, is raw data enough to help you understand the market trends? The answer is a No, as you need a human to help you analyze the data and have a strategic plan. If you want to start a career in data analysis, this blog should be the ultimate guide you will need. We will guide you through the required skill sets, what to expect, future trends, etc, through <strong>25<\/strong> curated aspects that ought to be known for a successful career as a data analyst. Ready to see what we have in store for you?<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">1. Data Analyst- The Term Explained<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">A <strong>Data Analyst<\/strong> is a professional who collects, processes, and analyzes data to uncover trends, patterns, and insights that drive profitable business decisions. They transform raw data into actionable insights, enabling companies to optimize operations, predict outcomes, and improve their overall performance. They work with various tools, programming languages, and visualization techniques to make data understandable and useful for decision-makers.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">2. What Is The Role Of\u00a0 A Data Analyst?<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Data analysts play a crucial role in various industries as they help businesses with varied roles, and some are included below.\u00a0<\/span><b><\/b><\/p>\n<ul>\n<li aria-level=\"1\"><b>Identify market trends and customer behavior \u2013 Analyze purchase history, demographics(city and country), and browsing habits to refine marketing strategies.<\/b><\/li>\n<\/ul>\n<ul>\n<li aria-level=\"1\"><b>Optimize business strategies using data-driven insights \u2013 Making strategic recommendations based on historical and real-time data.<\/b><\/li>\n<\/ul>\n<ul>\n<li aria-level=\"1\"><b>Monitor financial performance and reduce costs \u2013 Identifying inefficiencies and cost-cutting opportunities through data analysis.<\/b><\/li>\n<\/ul>\n<ul>\n<li aria-level=\"1\"><b>Enhance user experience through data interpretation \u2013 Study user interaction with websites and apps to improve design and usability.<\/b><\/li>\n<li aria-level=\"1\"><b>Detect and prevent fraudulent activities \u2013 Analyzing transaction patterns to identify suspicious behavior in banking and e-commerce.<\/b><\/li>\n<\/ul>\n<h4><b>3. The Skills Needed To Work As A Data Analyst<\/b><\/h4>\n<p><span style=\"font-weight: 400;\">To succeed as a <strong>data analyst<\/strong>, you need a blend of technical and soft skills:<\/span><b><\/b><\/p>\n<ul>\n<li><b>Analytical Thinking \u2013 Ability to extract meaningful insights from complex datasets.<\/b><\/li>\n<li><b>Statistical Knowledge \u2013 Understanding of probability, distributions, and hypothesis testing to interpret data correctly.<\/b><\/li>\n<li><b>Technical Skills \u2013 Proficiency in Excel, SQL, Python, R, and visualization tools like Tableau or Power BI.<\/b><\/li>\n<li><b>Communication Skills \u2013 Translate complex data insights into business-friendly language that stakeholders can understand.<\/b><\/li>\n<li><b>Problem-Solving \u2013 Using data to find innovative solutions to business challenges and improving decision-making processes.<\/b><\/li>\n<\/ul>\n<h5><b>4. The Most Essential Skill To Know When Applying For A Job As A Data Analyst<\/b><\/h5>\n<p><span style=\"font-weight: 400;\">While technical expertise is important, critical thinking and storytelling is considered as the most essential skills. Businesses don\u2019t just need numbers\u2014they need compelling insights that drive action. A great <strong>data analyst<\/strong> knows how to frame findings within a broader context and persuade stakeholders with meaningful interpretations of data.<\/span><\/p>\n<h6><b>5. Do You Need Coding Expertise When Applying For Data Analyst Position?<\/b><\/h6>\n<p><span style=\"font-weight: 400;\">We will say that Yes coding is needed, but the level depends on the job role. Some entry-level <strong>data analyst<\/strong> roles rely on Excel and visualization tools, but advanced roles often require coding skills. <strong>Knowing SQL is almost mandatory for querying databases, while Python and R are valuable for deeper statistical analysis and automation.<\/strong><\/span><\/p>\n<h2><span style=\"font-weight: 400;\">6. Do I Need To Know Python When Applying For A Data Scientist Position?<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Python is one of the most widely used languages due to its powerful libraries like Pandas (data manipulation), NumPy (numerical computing), Matplotlib &amp; Seaborn (data visualization). While this is not always mandatory, learning Python enhances your ability to handle large datasets, automate repetitive tasks, and perform advanced analytics. This also gives you an advantage with the recruiters as your CV will be preferred amongst the other.\u00a0<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">7. The Essential Roadmap To Becoming A Data Analyst That You Need To Know<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Let us see additional skill sets needed to become a successful data analyst in this section.<\/span><\/p>\n<ul>\n<li aria-level=\"1\"><b>Learn Excel and SQL \u2013 Master spreadsheet functions and database queries.<\/b><\/li>\n<\/ul>\n<ul>\n<li aria-level=\"1\"><b>Understand data visualization \u2013 Get hands-on knowledge with tools like Tableau, Power BI, or Google Data Studio.<\/b><\/li>\n<\/ul>\n<ul>\n<li aria-level=\"1\"><b>Build statistical knowledge \u2013 Learn basic and advanced statistics for data interpretation.<\/b><\/li>\n<\/ul>\n<ul>\n<li aria-level=\"1\"><b>Learn Python or R \u2013 Gain proficiency in a programming language for data analysis.<\/b><\/li>\n<\/ul>\n<ul>\n<li aria-level=\"1\"><b>Work on real-world projects \u2013 Participate in Kaggle competitions, internships, or freelancing.<\/b><\/li>\n<\/ul>\n<ul>\n<li aria-level=\"1\"><b>Create a portfolio \u2013 Showcase projects with meaningful insights and visualizations.<\/b><\/li>\n<\/ul>\n<ul>\n<li aria-level=\"1\"><b>Get certifications \u2013 Enroll in Google Data Analytics, Microsoft Certified Data Analyst, or IBM Data Science certifications.<\/b><\/li>\n<\/ul>\n<h4><strong>8. Decoding Data: The Different Types of Data Analysts You Need to Know<\/strong><\/h4>\n<p><span style=\"font-weight: 400;\">Let us see some types of analytics roles that you can opt for in this section.<\/span><\/p>\n<ul>\n<li aria-level=\"1\"><b>Business Analyst \u2013 Your prime focus will be on improving business performance through data insights.<\/b><\/li>\n<\/ul>\n<ul>\n<li aria-level=\"1\"><b>Marketing Analyst \u2013 Analyze consumer behavior and campaign effectiveness.<\/b><\/li>\n<\/ul>\n<ul>\n<li aria-level=\"1\"><b>Financial Analyst \u2013 Work with financial statements, investments, and risk assessments.<\/b><\/li>\n<\/ul>\n<ul>\n<li aria-level=\"1\"><b>Healthcare Analyst \u2013 Use data for patient care optimization and operational efficiency.<\/b><\/li>\n<\/ul>\n<ul>\n<li aria-level=\"1\"><b>Risk Analyst \u2013 Identify and eliminate financial and operational risks.<\/b><\/li>\n<\/ul>\n<h5><b>9. Understanding the Four Levels of Analysis That Need To Be Mastered\u00a0<\/b><\/h5>\n<p><span style=\"font-weight: 400;\">In this section, we will uncover the 4\u00a0 levels of data analysis.\u00a0<\/span><\/p>\n<ul>\n<li aria-level=\"1\"><b>Descriptive Analytics \u2013 Summarizing past data to understand what happened.<\/b><\/li>\n<\/ul>\n<ul>\n<li aria-level=\"1\"><b>Diagnostic Analytics \u2013 Investigating data to determine why it happened.<\/b><\/li>\n<\/ul>\n<ul>\n<li aria-level=\"1\"><b>Predictive Analytics \u2013 Using historical data to forecast future trends or what is likely to happen.<\/b><\/li>\n<\/ul>\n<ul>\n<li aria-level=\"1\"><b>Prescriptive Analytics \u2013 Recommending actions based on predictive insights or what is the best course of action to take.<\/b><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">So, we can say that descriptive analysis is the most basic and prescriptive is the most advanced level.\u00a0<\/span><\/p>\n<h6><b>10. Want To Know How MS-Excel Can Be Used To Analyze Data?<\/b><\/h6>\n<p><span style=\"font-weight: 400;\">MS-Excel is a powerful office suite by Microsoft that offers amazing features and a data analyst relies on MS-excel for the mentioned actions.\u00a0<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><strong><em>Pivot Tables \u2013 To summarize and analyze large datasets.<\/em><\/strong><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><strong><em>VLOOKUP\/XLOOKUP \u2013 For finding specific data points quickly.<\/em><\/strong><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><strong><em>Conditional Formatting \u2013 Used to highlight trends and any key changes in data.<\/em><\/strong><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><strong><em>Power Query \u2013 Automating data cleaning and transformation.<\/em><\/strong><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><strong><em>Data Validation \u2013 Ensuring clean and accurate datasets.<\/em><\/strong><\/li>\n<\/ul>\n<h2><span style=\"font-weight: 400;\">11. Data Cleaning &amp; Preprocessing \u2013 The Hidden Skill Is Another Important Point To Know<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Let us understand what the in-demand skills are in this section.<\/span><\/p>\n<ul>\n<li aria-level=\"1\"><b>Data cleaning and preprocessing are the most crucial yet overlooked aspects of data analysis. Before performing any meaningful analysis, data analysts must ensure the data is free from inconsistencies and inaccuracies. This process involves:<\/b><\/li>\n<\/ul>\n<ul>\n<li aria-level=\"1\"><b>Handling missing values through deletion.<\/b><\/li>\n<\/ul>\n<ul>\n<li aria-level=\"1\"><b>Removing duplicate records to prevent data overload or information that is no longer needed.<\/b><\/li>\n<\/ul>\n<ul>\n<li aria-level=\"1\"><b>Standardizing data formats (e.g., date, currency, categorical values).<\/b><\/li>\n<\/ul>\n<ul>\n<li aria-level=\"1\"><b>Detecting and correcting differences that may occur.<\/b><\/li>\n<\/ul>\n<ul>\n<li aria-level=\"1\"><b>Ensuring data consistency across multiple sources.<\/b><\/li>\n<\/ul>\n<ul>\n<li aria-level=\"1\"><b>Proper data cleaning enhances the accuracy of models and insights, ensuring that businesses make reliable, data-driven decisions.<\/b><\/li>\n<\/ul>\n<h3><b>12. What Is Predictive &amp; Prescriptive Analytics?\u00a0\u00a0<\/b><\/h3>\n<p><b>Predictive analytics involves using historical data to predict future trends, while prescriptive analytics helps organizations take the next step\u2014automating decision-making based on predicted outcomes. Together, they help businesses make proactive decisions.<\/b><span style=\"font-weight: 400;\"> Examples include:<\/span><\/p>\n<ul>\n<li aria-level=\"1\"><b>Retail: Predicting product demand and optimizing inventory levels.<\/b><\/li>\n<\/ul>\n<ul>\n<li aria-level=\"1\"><b>Finance: Detecting fraudulent transactions before they occur.<\/b><\/li>\n<\/ul>\n<ul>\n<li aria-level=\"1\"><b>Healthcare: Forecasting disease outbreaks and recommending preventive measures.<\/b><\/li>\n<\/ul>\n<h4><strong>13. What Is Cross-Disciplinary Skills- The Term Explained<\/strong><\/h4>\n<p><span style=\"font-weight: 400;\">Cross-disciplinary skills refer to the abilities that go beyond traditional data analysis and use knowledge from multiple fields. These skills help data analysts work more effectively across industries, making them more versatile and valuable. Some essential cross-disciplinary skills for data analysts are mentioned below.\u00a0<\/span><\/p>\n<p><b>Domain Knowledge:<\/b><span style=\"font-weight: 400;\"> Understanding industry-specific trends and challenges to enhance analysis accuracy.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Example: A healthcare data analyst must know medical terminologies, while a financial analyst should understand risk management.<\/span><\/p>\n<p><b>Business Sense:<\/b><span style=\"font-weight: 400;\"> The ability to align data insights with business goals to help with strategic decision-making.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Example: Knowing how customer retention metrics impact revenue will help analysts recommend actionable strategies.<\/span><\/p>\n<p><b>Communication &amp; Storytelling:<\/b><span style=\"font-weight: 400;\"> Data analysts must translate complex findings into easy-to-understand insights for stakeholders.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Example: Presenting data through compelling visualizations and narratives helps executives make informed decisions.<\/span><\/p>\n<p><b>Statistics &amp; Probability:<\/b><span style=\"font-weight: 400;\"> A strong foundation in statistical methods ensures accurate data interpretation.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Example: Using hypothesis testing to validate marketing campaign effectiveness.<\/span><\/p>\n<p><b>Psychology &amp; Behavioral Science:<\/b><span style=\"font-weight: 400;\"> Understanding human behavior helps interpret data beyond numbers.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Example: Analyzing user engagement in apps using behavioral psychology principles.<\/span><\/p>\n<p><b>Ethical Decision-Making:<\/b><span style=\"font-weight: 400;\"> Ensuring fairness in data collection, processing, and model development is crucial.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Example: Preventing bias in hiring algorithms to ensure diversity and inclusion.<\/span><\/p>\n<p><b>Cybersecurity Awareness:<\/b><span style=\"font-weight: 400;\"> Understanding data security and privacy regulations helps protect sensitive information.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Example: Complying with GDPR when handling European customer data.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">By mastering cross-disciplinary skills, data analysts become well-rounded professionals capable of delivering deeper insights and driving business success.<\/span><\/p>\n<h5><b>14. Countries Where The Services Of A Data Engineer Are Extensively <\/b><b>Used <\/b><\/h5>\n<p><span style=\"font-weight: 400;\">The demand for data engineers is rapidly increasing worldwide as businesses prioritize data-driven decision-making, cloud computing, and artificial intelligence. So, let us see the countries where they are preferred. <\/span><b>United States, Canada, United Kingdom, Germany, Australia, India, Singapore, Netherlands, China, United Arab Emirates,<\/b><span style=\"font-weight: 400;\"> etc, are some countries that use the services of a\u00a0 Market Research Analyst extensively.\u00a0<\/span><\/p>\n<h6><b>15. Data Bias Detection &amp; Ethical Decision-Making Abilities That Should Be Known<\/b><\/h6>\n<p><span style=\"font-weight: 400;\">A Financial Analyst should be capable of the mentioned aspects.\u00a0<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Identify faults in datasets.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Ensure diverse data collection methods.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Implement fair AI models.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Regularly audit algorithms to prevent unfair outcomes.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Addressing shifts or changes is critical in varied fields like hiring, healthcare, and finance, where an unfair decision can lead to ethical and legal issues.<\/span><\/li>\n<\/ul>\n<h2><span style=\"font-weight: 400;\">16. Some Unknown Sides Influenced By The Workings Of A Data Scientist<\/span><\/h2>\n<ul>\n<li aria-level=\"1\"><b>Data Bias Detection &amp; Ethical Decision-Making\u00a0<\/b><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Not all data is neutral\u2014unwanted patterns and information can come up in unknowingly and hamper results. Skilled data analysts identify biases in datasets (e.g., gender\/racial bias in hiring data).<\/span><\/p>\n<p><span style=\"font-weight: 400;\">They ensure fair, unbiased, and ethical decision-making in business, healthcare, and finance.<\/span><\/p>\n<p><b>Example: A retail company may unknowingly favor high-income areas in its ad targeting<\/b><span style=\"font-weight: 400;\">. A data analyst adjusts the dataset to include a more diverse audience.<\/span><\/p>\n<ul>\n<li aria-level=\"1\"><b>Behavioral Analytics \u2013 Understanding Customer Psychology\u00a0<\/b><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Goes beyond numbers\u2014analyzes how customers think, feel, and behave.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Helps companies predict why users abandon carts, churn from subscriptions, or ignore emails.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Uses techniques like heatmaps, session tracking, and cohort analysis to refine user experience.<\/span><\/p>\n<p><b>Example: A streaming service notices users drop off after 10 minutes<\/b><span style=\"font-weight: 400;\">. A data analyst pinpoints where engagement drops and suggests content modifications.<\/span><\/p>\n<ul>\n<li aria-level=\"1\"><b>Crisis Management &amp; Real-Time Analytics\u00a0<\/b><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Data analysts help companies react quickly to market crashes, PR crises, or cybersecurity threats.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">They monitor real-time data streams to detect anomalies and take immediate action.<\/span><\/p>\n<p><b>Example: A fintech firm notices suspicious transactions increasing in real time\u2014analysts trigger security alerts to prevent fraud.<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Competitive Intelligence &amp; Market Positioning<\/b><span style=\"font-weight: 400;\">\u00a0<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Analyzes competitor data to identify gaps in the market.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Tracks competitor pricing strategies, customer sentiment, and emerging trends.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Helps businesses launch new products or adjust pricing strategies with data-backed decisions.<\/span><\/p>\n<p><b>Example: An airline uses competitor data to adjust ticket prices dynamically based on demand and rival pricing.<\/b><\/p>\n<ul>\n<li aria-level=\"1\"><b>Data Compression &amp; Storage Optimization\u00a0<\/b><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Not just about analyzing data\u2014knowing how to store and retrieve it efficiently is a unique skill.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Helps companies reduce costs by optimizing how data is stored and processed.<\/span><\/p>\n<p><b>Example: An analyst helps a cloud storage company reduce processing costs by 30% by identifying redundant data.<\/b><\/p>\n<ul>\n<li aria-level=\"1\"><b>Predicting Business Failures &amp; Turnarounds\u00a0<\/b><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Uses historical patterns to predict potential financial distress or business failures.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Helps businesses pivot strategies before reaching a critical point.<\/span><\/p>\n<p><b>Example: A data analyst at a struggling e-commerce brand forecasts declining revenue and suggests expanding into new product categories before it\u2019s too late.<\/b><\/p>\n<ul>\n<li aria-level=\"1\"><b>Gamification &amp; Engagement Analytics\u00a0<\/b><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Works in gaming, e-learning, and digital platforms to increase engagement through gamification techniques.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Use data to design reward systems, leaderboards, and user incentives that boost retention.<\/span><\/p>\n<p><b>Example: A data analyst at a fitness app identifies which gamified features (streaks, badges) improve user retention and optimizes them for higher engagement.<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Environmental &amp; Sustainability Data Analysis<\/b><span style=\"font-weight: 400;\">\u00a0<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Helps companies track carbon footprints, energy usage, and sustainable practices with data.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Assists in developing eco-friendly business strategies based on data insights.<\/span><\/p>\n<p><b>Example: A manufacturing company reduces waste by analyzing supply chain inefficiencies through sustainability data analysis.<\/b><\/p>\n<ul>\n<li aria-level=\"1\"><b>Data Democratization &amp; Internal Training\u00a0<\/b><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Not just about analyzing\u2014data analysts train non-technical teams to use data effectively.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Builds self-service analytics tools for employees to access insights without needing SQL knowledge.<\/span><\/p>\n<p><b>Example: A data analyst at a retail company creates an easy-to-use dashboard that store managers use to track sales performance.<\/b><\/p>\n<ul>\n<li aria-level=\"1\"><b>Sentiment Analysis &amp; Social Listening\u00a0<\/b><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Uses natural language processing (NLP) to analyze public sentiment from social media, reviews, and customer feedback.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Helps brands detect PR crises before they escalate.<\/span><\/p>\n<p><b>Example: A brand finds negative sentiment rising on Twitter due to a defective product. A data analyst alerts the PR team, leading to quick damage control.<\/b><\/p>\n<h3><b>17. Which Certification Is Considered The Best For A Data Analyst?<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">Earning a certification can enhance your credibility, validate your skills, and improve your job prospects as a data analyst. Here are some of the best certifications available:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Google Data Analytics Professional Certificate<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Microsoft Certified: Power BI Data Analyst Associate<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">IBM Data Analyst Professional Certificate<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Certified Analytics Professional (CAP)<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">AWS Certified Data Analytics \u2013 Specialty<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Cloudera Data Analyst Certification<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">SAS Certified Data Scientist<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Google Cloud Professional Data Engineer<\/span><\/li>\n<\/ul>\n<h4><b>18. Why Data Analysts Are Suddenly The Most Sought After Advisors In The Current Job Market?<\/b><\/h4>\n<p><span style=\"font-weight: 400;\">Data-driven decision-making is essential in today\u2019s competitive landscape. Data analysts are crucial for the mentioned reasons.\u00a0<\/span><\/p>\n<ul>\n<li aria-level=\"1\"><b>Businesses rely on data to navigate uncertain markets.<\/b><\/li>\n<\/ul>\n<ul>\n<li aria-level=\"1\"><b>Predictive analytics provides a competitive advantage.<\/b><\/li>\n<\/ul>\n<ul>\n<li aria-level=\"1\"><b>Companies optimize costs and maximize profits using data insights.<\/b><\/li>\n<\/ul>\n<ul>\n<li aria-level=\"1\"><b>AI and automation depend on well-structured data for efficiency.<\/b><\/li>\n<\/ul>\n<ul>\n<li aria-level=\"1\"><b>Without skilled data analysts, organizations struggle to harness the power of data effectively.<\/b><\/li>\n<\/ul>\n<h5><strong>19. How Does A Market Research Analyst Help Drive Data?<\/strong><\/h5>\n<p><span style=\"font-weight: 400;\">Data analysts directly impact a company\u2019s bottom line in the following ways.\u00a0<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Identifying profitable customer segments and refining targeting strategies.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Optimizing pricing models based on market trends.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Improving operational efficiency by eliminating wasteful spending.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Personalizing marketing campaigns for higher conversion rates.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">By leveraging data insights, businesses can increase revenue while minimizing costs.<\/span><\/li>\n<\/ul>\n<h6><b>20. Beyond Numbers: The Hidden Powers Of A Data Engineer<\/b><\/h6>\n<p><span style=\"font-weight: 400;\">While data analysts focus on interpreting data, data engineers lay the foundation by designing, building, and optimizing data pipelines. Their hidden powers include, though not limited t,o the mentioned factors.\u00a0<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Data Pipeline Automation \u2013 Streamlining data, transformation, and storage to ensure real-time analytics.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Scalability &amp; Performance Optimization \u2013 Ensuring databases and cloud infrastructure can handle large-scale data efficiently.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Data Security &amp; Governance \u2013 Implementing encryption, compliance protocols, and access control to protect sensitive data.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Machine Learning Deployment \u2013 Preparing and managing datasets for AI-driven analytics.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Real-Time Data Streaming \u2013 Handling live data feeds for instant insights in industries like finance and e-commerce.<\/span><\/li>\n<\/ul>\n<h2><span style=\"font-weight: 400;\">21. Who Is A Tableau Certified Data Analyst?<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">A Tableau Certified Data Analyst is a professional who has demonstrated expertise in using Tableau for data visualization, analysis, and business intelligence. This certification validates a person&#8217;s ability to connect to data sources, transform raw data into meaningful insights, and create interactive dashboards that facilitate data-driven decision-making. Key Skills and Knowledge Areas include the mentioned areas.\u00a0<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Data Connections: Connecting Tableau to different data sources (SQL, Excel, cloud databases).<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Data Preparation: Cleaning and structuring data for analysis.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Visual Analytics: Building charts, graphs, and dashboards to present insights.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Advanced Calculations: Using functions and formulas to perform deeper analysis.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Interactivity &amp; Storytelling: Creating dashboards with filters, parameters, and dynamic visuals for better user engagement.<\/span><\/li>\n<\/ul>\n<h3><b>22. Future Trends To Know In The Field Of Financial Analyst<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">AI-powered analytics like Augmented analytics, Natural language processing (NLP), Generative AI, Self-service analytics tool, Data fabric technology, Edge computing, Edge analytics, Edge computing in 2030, Data-centric AI, Metadata-driven data fabric, Extended reality (XR) in analytics, Data ethics and privacy, Quantum computing, Explainable AI (XAI), Hybrid cloud solutions, etc are some trends to watch for.\u00a0<\/span><\/p>\n<h4><b>23. Some Other Names That Can Be Associated With Data Analyst<\/b><\/h4>\n<p><span style=\"font-weight: 400;\">Let us see some names that data analysts are also known by.<\/span><\/p>\n<p><b>Data Scientist, Business Intelligence Analyst, Market Research Analyst, Risk Analyst, Data Engineer, Insights Analyst, Quantitative Analyst, Operations Analyst, Reporting Analyst, and Financial Analyst.\u00a0<\/b><\/p>\n<p><b>24. Companies To Look For Based On Experience And Skillset<\/b><\/p>\n<p><span style=\"font-weight: 400;\">The demand for data analysts varies based on experience levels, industries, and specific skill sets. Below is a breakdown of companies that actively hire data analysts at different stages of their careers.<\/span><\/p>\n<ul>\n<li aria-level=\"1\"><b>Entry-Level Data Analyst Jobs (0-2 years of experience)<\/b><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Tech &amp; IT: Google, Microsoft, IBM, Accenture, Capgemini<\/span><\/p>\n<p><span style=\"font-weight: 400;\">E-commerce &amp; Retail: Amazon, Walmart, Flipkart<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Banking &amp; Finance: JP Morgan, HSBC, Goldman Sachs<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Healthcare &amp; Pharma: Pfizer, Johnson &amp; Johnson, Novartis<\/span><\/p>\n<ul>\n<li aria-level=\"1\"><b>Mid-Level Data Analyst Jobs (2-5 years of experience)<\/b><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Consulting &amp; Analytics Firms: Deloitte, EY, PwC, McKinsey &amp; Company<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Fintech &amp; Banking: PayPal, Stripe, Visa, American Express<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Media &amp; Entertainment: Netflix, Spotify, Disney+<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Manufacturing &amp; Supply Chain: Tesla, General Electric, Siemens<\/span><\/p>\n<ul>\n<li aria-level=\"1\"><b>Senior Data Analyst &amp; Lead Roles (5+ years of experience)<\/b><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Big Tech &amp; Cloud Computing: Amazon Web Services (AWS), Google Cloud, Microsoft Azure<\/span><\/p>\n<p><span style=\"font-weight: 400;\">AI &amp; Machine Learning Startups: OpenAI, DeepMind, Palantir<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Investment &amp; Hedge Funds: BlackRock, Bridgewater Associates, Citadel<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Government &amp; Research Institutions: NASA, World Bank, WHO<\/span><\/p>\n<h6><b>25. Which Branch Is Considered The Best For Data Analyst &amp; The Undeniable Reason?<\/b><\/h6>\n<p><span style=\"font-weight: 400;\">The field of data analytics is not limited to a certain area or field, and aspiring data engineers can come from various educational backgrounds. However, some academic branches provide a stronger foundation for data analytics. We have mentioned some branches that are considered the best below.\u00a0<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Computer Science &amp; Information Technology:<\/b><span style=\"font-weight: 400;\"> Provides expertise in programming, databases, algorithms, and software development, which are essential for working with large datasets and automation.<\/span><\/li>\n<\/ul>\n<p><b>Key Subjects: SQL, Python, Machine Learning, Data Structures, Cloud Computing.<\/b><\/p>\n<p><b>Best for: Data Analysts who want to transition into Data Science, AI, or Big Data.<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Statistics &amp; Mathematics: <\/b><span style=\"font-weight: 400;\">Helps to develop a deep understanding of probability, statistical modeling, and hypothesis testing, which are crucial for interpreting data.<\/span><\/li>\n<\/ul>\n<p><b>Key Subjects: Regression Analysis, Probability, Data Distributions, Bayesian Statistics.<\/b><\/p>\n<p><b>Best for: Analysts focusing on risk analysis, finance, and predictive modeling.<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Business &amp; Economics:<\/b><span style=\"font-weight: 400;\"> Helps students to gain insights of market trends, financial analytics, and decision-making strategies using data.<\/span><\/li>\n<\/ul>\n<p><b>Key Subjects: Business Intelligence, Market Research, Financial Forecasting, Strategic Analysis.<\/b><\/p>\n<p><b>Best for: Business analysts, marketing analysts, and financial data analysts.<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Engineering (Any Stream with Data Exposure):<\/b><span style=\"font-weight: 400;\"> Engineers often have strong analytical and problem-solving skills, making it easier to transition into data roles. Some branches like Mechanical, Electrical, and Industrial Engineering involve extensive data processing.<\/span><\/li>\n<\/ul>\n<p><b>Key Subjects: Data Modeling, Operations Research, Predictive Analytics.<\/b><\/p>\n<p><b>Best for: Analysts in manufacturing, supply chain, and operational data analysis.<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Healthcare &amp; Life Sciences:<\/b><span style=\"font-weight: 400;\"> With the rise of healthcare analytics, this branch provides a solid foundation for analyzing patient data, medical research, and operational efficiencies.<\/span><\/li>\n<\/ul>\n<p><b>Key Subjects: Bioinformatics, Epidemiology, Healthcare Data Analysis.<\/b><\/p>\n<p><b>Best for: Healthcare analysts, clinical data specialists, pharmaceutical data researchers.<\/b><\/p>\n<p><span style=\"font-weight: 400;\">This concludes our blog on data analyst and we hope this will prove beneficial. <\/span><a href=\"https:\/\/globextraonline.com\/\"><b>We love questions and you can drop them as a comment on our website.<\/b><\/a><\/p>\n<p><b>Happy Analysis!!!<\/b><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Wish to start a career as a data analyst but are not sure how? Read our blog on data analyst and find out 25 amazing facts about them and the role they play.\u00a0 At Globextra, we offer tech-enabled solutions that have helped businesses grow. If you want to join the list of successful businesses, book [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"om_disable_all_campaigns":false,"pagelayer_contact_templates":[],"_pagelayer_content":"","_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2}},"categories":[150,497],"tags":[522,512,498,499,504,503,505,507,520,517,508,502,501,521,506,518,514,511,513,509,510,500,523,515,519,516],"class_list":["post-292","post","type-post","status-publish","format-standard","hentry","category-data-automation-tools","category-data-analyst","tag-companies-to-look-for-based-on-experience-and-skillset","tag-countries-where-the-services-of-a-data-engineer-are-extensively-used","tag-data-analyst-25-proven-ways-they-help-businesses-scale","tag-data-analyst-the-term-explained","tag-do-i-need-to-know-python-when-applying-for-a-data-scientist-position","tag-do-you-need-coding-expertise-when-applying-for-data-analyst-position","tag-essential-roadmap-to-becoming-a-data-analyst","tag-four-levels-of-analysis","tag-future-trends-to-know-in-the-field-of-financial-analyst","tag-how-does-a-market-research-analyst-help-drive-data","tag-how-ms-excel-can-be-used-to-analyze-data","tag-most-essential-skill-to-know-when-applying-for-a-job-as-a-data-analyst","tag-skills-needed-to-work-as-a-data-analyst","tag-some-other-names-that-can-be-associated-with-data-analyst","tag-the-different-types-of-data-analysts","tag-the-hidden-powers-of-a-data-engineer","tag-unknown-sides-influenced-by-the-workings-of-a-data-scientist","tag-what-is-cross-disciplinary-skills","tag-what-is-data-bias-detection-ethical-decision-making-abilities","tag-what-is-data-cleaning-preprocessing","tag-what-is-predictive-prescriptive-analytics","tag-what-is-the-role-of-a-data-analyst","tag-which-branch-is-considered-the-best-for-data-analyst","tag-which-certification-is-considered-the-best-for-a-data-analyst","tag-who-is-a-tableau-certified-data-analyst","tag-why-data-analysts-are-suddenly-the-most-sought-after-advisors-in-the-current-job-market"],"aioseo_notices":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Data Analyst- 19 Worth Knowing Facts To Drive Revenue<\/title>\n<meta name=\"description\" content=\"Want to know how a data analyst helps businesses? Read our blog on data analyst and find out through 25 undeniable aspects.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/globextraonline.com\/blogs\/25-ways-data-analyst-drive-growth\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Data Analyst- 19 Worth Knowing Facts To Drive Revenue\" \/>\n<meta property=\"og:description\" content=\"Want to know how a data analyst helps businesses? Read our blog on data analyst and find out through 25 undeniable aspects.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/globextraonline.com\/blogs\/25-ways-data-analyst-drive-growth\/\" \/>\n<meta property=\"og:site_name\" content=\"Globextra Blogs\" \/>\n<meta property=\"article:published_time\" content=\"2025-03-10T10:59:07+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-06-27T11:39:36+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/globextraonline.com\/blogs\/wp-content\/uploads\/2025\/03\/DATA-ANALYST-1024x576.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1024\" \/>\n\t<meta property=\"og:image:height\" content=\"576\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Sneha Saraogi\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Sneha Saraogi\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"14 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/globextraonline.com\\\/blogs\\\/25-ways-data-analyst-drive-growth\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/globextraonline.com\\\/blogs\\\/25-ways-data-analyst-drive-growth\\\/\"},\"author\":{\"name\":\"Sneha Saraogi\",\"@id\":\"https:\\\/\\\/globextraonline.com\\\/blogs\\\/#\\\/schema\\\/person\\\/32c3468e2abaa50c83935a9fd390c6c1\"},\"headline\":\"25 Ways Data Analyst Drive Growth\",\"datePublished\":\"2025-03-10T10:59:07+00:00\",\"dateModified\":\"2025-06-27T11:39:36+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/globextraonline.com\\\/blogs\\\/25-ways-data-analyst-drive-growth\\\/\"},\"wordCount\":3163,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\\\/\\\/globextraonline.com\\\/blogs\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/globextraonline.com\\\/blogs\\\/25-ways-data-analyst-drive-growth\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/globextraonline.com\\\/blogs\\\/wp-content\\\/uploads\\\/2025\\\/03\\\/DATA-ANALYST.png\",\"keywords\":[\"Companies To Look For Based On Experience And Skillset\",\"Countries Where The Services Of A Data Engineer Are Extensively Used\",\"Data Analyst- 25 Proven Ways They Help Businesses Scale\",\"Data Analyst- The Term Explained\",\"Do I Need To Know Python When Applying For A Data Scientist Position\",\"Do You Need Coding Expertise When Applying For Data Analyst Position\",\"Essential Roadmap To Becoming A Data Analyst\",\"Four Levels of Analysis\",\"Future Trends To Know In The Field Of Financial Analyst\",\"How Does A Market Research Analyst Help Drive Data\",\"How MS-Excel Can Be Used To Analyze Data\",\"Most Essential Skill To Know When Applying For A Job As A Data Analyst\",\"Skills Needed To Work As A Data Analyst\",\"Some Other Names That Can Be Associated With Data Analyst\",\"The Different Types of Data Analysts\",\"The Hidden Powers Of A Data Engineer\",\"Unknown Sides Influenced By The Workings Of A Data Scientist\",\"What Is Cross-Disciplinary Skills\",\"What is Data Bias Detection &amp; Ethical Decision-Making Abilities\",\"What is Data Cleaning &amp; Preprocessing\",\"What Is Predictive &amp; Prescriptive Analytics\",\"What Is The Role Of\u00a0 A Data Analyst\",\"Which Branch Is Considered The Best For Data Analyst\",\"Which Certification Is Considered The Best For A Data Analyst\",\"Who Is A Tableau Certified Data Analyst\",\"Why Data Analysts Are Suddenly The Most Sought After Advisors In The Current Job Market\"],\"articleSection\":[\"Data &amp; Automation Tools\",\"Data Analyst\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/globextraonline.com\\\/blogs\\\/25-ways-data-analyst-drive-growth\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/globextraonline.com\\\/blogs\\\/25-ways-data-analyst-drive-growth\\\/\",\"url\":\"https:\\\/\\\/globextraonline.com\\\/blogs\\\/25-ways-data-analyst-drive-growth\\\/\",\"name\":\"Data Analyst- 19 Worth Knowing Facts To Drive Revenue\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/globextraonline.com\\\/blogs\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/globextraonline.com\\\/blogs\\\/25-ways-data-analyst-drive-growth\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/globextraonline.com\\\/blogs\\\/25-ways-data-analyst-drive-growth\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/globextraonline.com\\\/blogs\\\/wp-content\\\/uploads\\\/2025\\\/03\\\/DATA-ANALYST.png\",\"datePublished\":\"2025-03-10T10:59:07+00:00\",\"dateModified\":\"2025-06-27T11:39:36+00:00\",\"description\":\"Want to know how a data analyst helps businesses? Read our blog on data analyst and find out through 25 undeniable aspects.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/globextraonline.com\\\/blogs\\\/25-ways-data-analyst-drive-growth\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/globextraonline.com\\\/blogs\\\/25-ways-data-analyst-drive-growth\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/globextraonline.com\\\/blogs\\\/25-ways-data-analyst-drive-growth\\\/#primaryimage\",\"url\":\"https:\\\/\\\/globextraonline.com\\\/blogs\\\/wp-content\\\/uploads\\\/2025\\\/03\\\/DATA-ANALYST.png\",\"contentUrl\":\"https:\\\/\\\/globextraonline.com\\\/blogs\\\/wp-content\\\/uploads\\\/2025\\\/03\\\/DATA-ANALYST.png\",\"width\":2240,\"height\":1260,\"caption\":\"Data Analyst- 25 undeniable ways they boost revenue\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/globextraonline.com\\\/blogs\\\/25-ways-data-analyst-drive-growth\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/globextraonline.com\\\/blogs\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"25 Ways Data Analyst Drive Growth\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/globextraonline.com\\\/blogs\\\/#website\",\"url\":\"https:\\\/\\\/globextraonline.com\\\/blogs\\\/\",\"name\":\"Globextra Blogs\",\"description\":\"At Globextra Blogs, we share expert knowledge and practical tips\",\"publisher\":{\"@id\":\"https:\\\/\\\/globextraonline.com\\\/blogs\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/globextraonline.com\\\/blogs\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/globextraonline.com\\\/blogs\\\/#organization\",\"name\":\"Globextra Blogs\",\"url\":\"https:\\\/\\\/globextraonline.com\\\/blogs\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/globextraonline.com\\\/blogs\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/globextraonline.com\\\/blogs\\\/wp-content\\\/uploads\\\/2025\\\/03\\\/globextra-github.jpg\",\"contentUrl\":\"https:\\\/\\\/globextraonline.com\\\/blogs\\\/wp-content\\\/uploads\\\/2025\\\/03\\\/globextra-github.jpg\",\"width\":500,\"height\":500,\"caption\":\"Globextra Blogs\"},\"image\":{\"@id\":\"https:\\\/\\\/globextraonline.com\\\/blogs\\\/#\\\/schema\\\/logo\\\/image\\\/\"}},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/globextraonline.com\\\/blogs\\\/#\\\/schema\\\/person\\\/32c3468e2abaa50c83935a9fd390c6c1\",\"name\":\"Sneha Saraogi\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/48316bbc5588aadaea0c6de8368691459b7f8ecc92f0f4f65a23a54477d72992?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/48316bbc5588aadaea0c6de8368691459b7f8ecc92f0f4f65a23a54477d72992?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/48316bbc5588aadaea0c6de8368691459b7f8ecc92f0f4f65a23a54477d72992?s=96&d=mm&r=g\",\"caption\":\"Sneha Saraogi\"},\"sameAs\":[\"http:\\\/\\\/globextraonline.com\"],\"url\":\"https:\\\/\\\/globextraonline.com\\\/blogs\\\/author\\\/sneha\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Data Analyst- 19 Worth Knowing Facts To Drive Revenue","description":"Want to know how a data analyst helps businesses? Read our blog on data analyst and find out through 25 undeniable aspects.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/globextraonline.com\/blogs\/25-ways-data-analyst-drive-growth\/","og_locale":"en_US","og_type":"article","og_title":"Data Analyst- 19 Worth Knowing Facts To Drive Revenue","og_description":"Want to know how a data analyst helps businesses? Read our blog on data analyst and find out through 25 undeniable aspects.","og_url":"https:\/\/globextraonline.com\/blogs\/25-ways-data-analyst-drive-growth\/","og_site_name":"Globextra Blogs","article_published_time":"2025-03-10T10:59:07+00:00","article_modified_time":"2025-06-27T11:39:36+00:00","og_image":[{"width":1024,"height":576,"url":"https:\/\/globextraonline.com\/blogs\/wp-content\/uploads\/2025\/03\/DATA-ANALYST-1024x576.png","type":"image\/png"}],"author":"Sneha Saraogi","twitter_card":"summary_large_image","twitter_misc":{"Written by":"Sneha Saraogi","Est. reading time":"14 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/globextraonline.com\/blogs\/25-ways-data-analyst-drive-growth\/#article","isPartOf":{"@id":"https:\/\/globextraonline.com\/blogs\/25-ways-data-analyst-drive-growth\/"},"author":{"name":"Sneha Saraogi","@id":"https:\/\/globextraonline.com\/blogs\/#\/schema\/person\/32c3468e2abaa50c83935a9fd390c6c1"},"headline":"25 Ways Data Analyst Drive Growth","datePublished":"2025-03-10T10:59:07+00:00","dateModified":"2025-06-27T11:39:36+00:00","mainEntityOfPage":{"@id":"https:\/\/globextraonline.com\/blogs\/25-ways-data-analyst-drive-growth\/"},"wordCount":3163,"commentCount":0,"publisher":{"@id":"https:\/\/globextraonline.com\/blogs\/#organization"},"image":{"@id":"https:\/\/globextraonline.com\/blogs\/25-ways-data-analyst-drive-growth\/#primaryimage"},"thumbnailUrl":"https:\/\/globextraonline.com\/blogs\/wp-content\/uploads\/2025\/03\/DATA-ANALYST.png","keywords":["Companies To Look For Based On Experience And Skillset","Countries Where The Services Of A Data Engineer Are Extensively Used","Data Analyst- 25 Proven Ways They Help Businesses Scale","Data Analyst- The Term Explained","Do I Need To Know Python When Applying For A Data Scientist Position","Do You Need Coding Expertise When Applying For Data Analyst Position","Essential Roadmap To Becoming A Data Analyst","Four Levels of Analysis","Future Trends To Know In The Field Of Financial Analyst","How Does A Market Research Analyst Help Drive Data","How MS-Excel Can Be Used To Analyze Data","Most Essential Skill To Know When Applying For A Job As A Data Analyst","Skills Needed To Work As A Data Analyst","Some Other Names That Can Be Associated With Data Analyst","The Different Types of Data Analysts","The Hidden Powers Of A Data Engineer","Unknown Sides Influenced By The Workings Of A Data Scientist","What Is Cross-Disciplinary Skills","What is Data Bias Detection &amp; Ethical Decision-Making Abilities","What is Data Cleaning &amp; Preprocessing","What Is Predictive &amp; Prescriptive Analytics","What Is The Role Of\u00a0 A Data Analyst","Which Branch Is Considered The Best For Data Analyst","Which Certification Is Considered The Best For A Data Analyst","Who Is A Tableau Certified Data Analyst","Why Data Analysts Are Suddenly The Most Sought After Advisors In The Current Job Market"],"articleSection":["Data &amp; Automation Tools","Data Analyst"],"inLanguage":"en-US","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/globextraonline.com\/blogs\/25-ways-data-analyst-drive-growth\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/globextraonline.com\/blogs\/25-ways-data-analyst-drive-growth\/","url":"https:\/\/globextraonline.com\/blogs\/25-ways-data-analyst-drive-growth\/","name":"Data Analyst- 19 Worth Knowing Facts To Drive Revenue","isPartOf":{"@id":"https:\/\/globextraonline.com\/blogs\/#website"},"primaryImageOfPage":{"@id":"https:\/\/globextraonline.com\/blogs\/25-ways-data-analyst-drive-growth\/#primaryimage"},"image":{"@id":"https:\/\/globextraonline.com\/blogs\/25-ways-data-analyst-drive-growth\/#primaryimage"},"thumbnailUrl":"https:\/\/globextraonline.com\/blogs\/wp-content\/uploads\/2025\/03\/DATA-ANALYST.png","datePublished":"2025-03-10T10:59:07+00:00","dateModified":"2025-06-27T11:39:36+00:00","description":"Want to know how a data analyst helps businesses? Read our blog on data analyst and find out through 25 undeniable aspects.","breadcrumb":{"@id":"https:\/\/globextraonline.com\/blogs\/25-ways-data-analyst-drive-growth\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/globextraonline.com\/blogs\/25-ways-data-analyst-drive-growth\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/globextraonline.com\/blogs\/25-ways-data-analyst-drive-growth\/#primaryimage","url":"https:\/\/globextraonline.com\/blogs\/wp-content\/uploads\/2025\/03\/DATA-ANALYST.png","contentUrl":"https:\/\/globextraonline.com\/blogs\/wp-content\/uploads\/2025\/03\/DATA-ANALYST.png","width":2240,"height":1260,"caption":"Data Analyst- 25 undeniable ways they boost revenue"},{"@type":"BreadcrumbList","@id":"https:\/\/globextraonline.com\/blogs\/25-ways-data-analyst-drive-growth\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/globextraonline.com\/blogs\/"},{"@type":"ListItem","position":2,"name":"25 Ways Data Analyst Drive Growth"}]},{"@type":"WebSite","@id":"https:\/\/globextraonline.com\/blogs\/#website","url":"https:\/\/globextraonline.com\/blogs\/","name":"Globextra Blogs","description":"At Globextra Blogs, we share expert knowledge and practical tips","publisher":{"@id":"https:\/\/globextraonline.com\/blogs\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/globextraonline.com\/blogs\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/globextraonline.com\/blogs\/#organization","name":"Globextra Blogs","url":"https:\/\/globextraonline.com\/blogs\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/globextraonline.com\/blogs\/#\/schema\/logo\/image\/","url":"https:\/\/globextraonline.com\/blogs\/wp-content\/uploads\/2025\/03\/globextra-github.jpg","contentUrl":"https:\/\/globextraonline.com\/blogs\/wp-content\/uploads\/2025\/03\/globextra-github.jpg","width":500,"height":500,"caption":"Globextra Blogs"},"image":{"@id":"https:\/\/globextraonline.com\/blogs\/#\/schema\/logo\/image\/"}},{"@type":"Person","@id":"https:\/\/globextraonline.com\/blogs\/#\/schema\/person\/32c3468e2abaa50c83935a9fd390c6c1","name":"Sneha Saraogi","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/secure.gravatar.com\/avatar\/48316bbc5588aadaea0c6de8368691459b7f8ecc92f0f4f65a23a54477d72992?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/48316bbc5588aadaea0c6de8368691459b7f8ecc92f0f4f65a23a54477d72992?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/48316bbc5588aadaea0c6de8368691459b7f8ecc92f0f4f65a23a54477d72992?s=96&d=mm&r=g","caption":"Sneha Saraogi"},"sameAs":["http:\/\/globextraonline.com"],"url":"https:\/\/globextraonline.com\/blogs\/author\/sneha\/"}]}},"jetpack_publicize_connections":[],"_links":{"self":[{"href":"https:\/\/globextraonline.com\/blogs\/wp-json\/wp\/v2\/posts\/292","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/globextraonline.com\/blogs\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/globextraonline.com\/blogs\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/globextraonline.com\/blogs\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/globextraonline.com\/blogs\/wp-json\/wp\/v2\/comments?post=292"}],"version-history":[{"count":11,"href":"https:\/\/globextraonline.com\/blogs\/wp-json\/wp\/v2\/posts\/292\/revisions"}],"predecessor-version":[{"id":1112,"href":"https:\/\/globextraonline.com\/blogs\/wp-json\/wp\/v2\/posts\/292\/revisions\/1112"}],"wp:attachment":[{"href":"https:\/\/globextraonline.com\/blogs\/wp-json\/wp\/v2\/media?parent=292"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/globextraonline.com\/blogs\/wp-json\/wp\/v2\/categories?post=292"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/globextraonline.com\/blogs\/wp-json\/wp\/v2\/tags?post=292"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}