Data stories

300 stories

• How E-Commerce Data Helps Us Understand Customer Behavior
  In this article, we will explore an e-commerce customer segmentation dataset containing 50,000 records for 2026. We will look at what the data reveals about…
• What Can Data Tell Us About Money? A Simple Look at Savings, Wealth, and Debt
  A simple look at savings, wealth, debt, and spending through data. Money is part of everyone’s life, but our financial habits can be very different. To…
• What Really Makes Someone a Millionaire? The Data Says Diversification Beats Everything
  We analyzed 225 variables to find which factors actually predict millionaire status. The strongest predictors aren't income or luck—they're portfolio…
• What Does Your Customer Data Really Tell You? | Insights from Online Food Delivery Data
  Customer behavior is not just about how many orders are placed. The real story is hidden in the data who the customers are, what patterns they show, and how…
• 50,000 Customers. 8 Data-Driven Insights. One Clearer Path to Growth.
  The real value comes from understanding who your most valuable customers are, what drives their spending, which channels perform best, where churn risk exists,…
• Traffic Data Analysis: Turning Data into Insights
  I recently analyzed traffic data to understand congestion, rush-hour impact, weather effects, traffic signals, and accident risk. The analysis shows how data…
• Mumbai's Real Estate Dominance Masks Rising Inventory Risk Across Markets
  Analysis of H1 2026 sales data reveals Mumbai leads in absolute sales volume but faces the largest unsold inventory, while smaller cities like Ahmedabad…
• India’s Housing Market in 2026: What the Data Really Tells Us
  India’s housing market is changing—and the data tells a bigger story than sales alone. Using current H1 2026 housing data, this analysis explores sales, new…
• What Actually Drives E-Commerce Sales: Reviews Beat Ratings, Discounts Backfire
  This analysis of 50,000+ products reveals surprising patterns in what makes items sell. While most retailers assume star ratings matter, the data shows review…
• Which Majors Offer the Best Career Value? Let the Data Decide.
  Turning raw data into meaningful insights and smarter decisions with DataStam.ai 📊. From analyzing salary and employment trends to identifying correlations,…
• Canadian Grocery Prices Up 31.5% Since 2020, Outpacing Overall Inflation
  Grocery costs in Canada have climbed nearly a third since the pandemic began, far exceeding the overall inflation rate. The sharpest price spikes hit in 2022…
• What Actually Predicts Job Success? Skills Beat Study Hours
  We analyzed placement data from hundreds of students to uncover which factors matter most for landing jobs and earning higher salaries. Interview performance,…
• From Student Data to Career Insights: How Datastam.ai Makes Educational Data Easy to Understand
  Choosing the right college major is one of the most important decisions for students. But with so much information available, it can be difficult to understand…
• Commonwealth Games: 100 Years of Medals, Growth, and Gender Parity
  From 195 medals in 1930 to 877 in 2022, the Commonwealth Games have grown dramatically while achieving near gender parity. Australia leads overall with 2,693…
• Inside a 32-Column Dataset: What the Data Dictionary Reveals
  This analysis breaks down the structure, naming patterns, and documentation quality of a dataset with 32 columns spanning integers, floats, and strings. You'll…
• Turning Fuel Price Data into Actionable Insights with AI
  Fuel prices change every day, but understanding why they change isn't easy. Many factors affect fuel prices, including global crude oil prices, taxes,…
• Which Jobs Are Most Vulnerable to AI? A Data-Driven Look at Exposure and Growth
  We analyzed how artificial intelligence exposure relates to job growth, wages, and required skills across hundreds of occupations. The findings reveal which…
• A Data Analysis of the Jantar Mantar Protest (2026)
  The 26-day Jantar Mantar protest, led by education reformer Sonam Wangchuk alongside thousands of students and supporters, became one of the most discussed…
• Microsoft's Balance Sheet 2021-2025: Strong Equity, Rising Infrastructure Investment
  Microsoft's financial position strengthened significantly over five years, with total equity climbing to $343.5 billion while maintaining a conservative…
• The Hidden Patterns in 25,000 Credit Cards
  This analysis reveals how credit cards are distributed across networks and types, who holds multiple cards, and what's coming down the pipeline. From…
• What Makes AI Tools Popular? A GitHub Data Deep Dive
  We analyzed 500+ AI tools to uncover what drives GitHub adoption—and the results might surprise you. From Python's dominance to the maintenance crisis hiding…
• 3,050 Customers Mapped: Growth Trends, Regional Patterns & Data Quality Issues
  This analysis tracks customer registration growth from 2020 to 2023, revealing that Greater Cairo dominates with 46% of customers while Bronze loyalty tier is…
• What Makes Coffee Lovers Tick: Preferences, Spending, and Brewing Habits
  We analyzed survey responses from thousands of coffee drinkers to uncover what they actually prefer—and why. From which coffee wins in a head-to-head taste…
• When India Celebrates: 200 Years of Hindu Festival Patterns
  This analysis maps 28,500 Hindu calendar events across two centuries, revealing when and how often major festivals occur. October emerges as the busiest month,…
• Conflict Data Quality Report: Missing Notes and Format Inconsistencies
  This analysis examines a dataset of 11 conflict records, revealing data quality issues that affect research reliability. Five records lack supporting…
• What Actually Works on Social Media: A Data-Driven Guide
  We analyzed over 860 posts and 60 campaigns to find what actually drives results on social media. The findings are clear: Instagram dominates with 99.7% ROI,…
• Five Minerals Face Extreme Supply Risk From Single-Country Dominance
  This analysis reveals which minerals are most vulnerable to supply disruptions, with gallium, terbium, and dysprosium leading the risk list due to extreme…
• Analysing the Iran–Israel–U.S. Conflict with Datastam.ai
  Every global conflict generates vast amounts of data but turning that data into meaningful insights is the real challenge. Using Datastam.ai, I analysed the…
• What 18,000 Preprints Reveal About How Scientists Collaborate
  A detailed analysis of bioRxiv submissions shows neuroscience dominates the platform, Stanford leads in output, and most fields rarely publish their preprints.…
• From Raw Data to Strategic Insights: UNICEF Activity Analysis Powered by DataStam AI
  Every dataset has a story—analytics helps reveal it. Using DataStam AI, we analyzed a large UNICEF activity dataset to demonstrate how artificial intelligence…
• Unlocking Content Intelligence with DataStam: Turning Documentation into Actionable Insights
  Every document contains valuable information—but without analytics, important insights often remain hidden. At DataStam, we believe content should be analyzed…
• The Sleep-Success Link: How Rest Patterns Shape College GPAs
  This analysis of 634 college students reveals that sleep duration and consistency matter for academic performance, though their effect is modest. Students…
• 70 Years of F1: How Racing Became a Global Spectacle
  From 7 races in 1950 to 24 in 2024, Formula 1 has transformed into a worldwide phenomenon. This analysis explores how the sport has expanded across continents,…
• Inside 10,000 Trailer Frames: Characters, Weapons, and Scene Patterns Revealed
  We analyzed a dataset of 10,000 video frames from trailers to uncover what filmmakers show audiences. The data reveals clear patterns: nightlife and urban…
• What Makes a Streaming Superstar: Inside the Data
  This analysis breaks down the streaming landscape across 500 artists, revealing who dominates the charts and why. From the surprising dominance of Spoken Word…
• Where Indian Migrants Go: North America Leads, but Data Gaps Tell Another Story
  An analysis of 1,323 migration records reveals that North America is the top destination for Indian migrants, accounting for 41.5% of flows in recent years,…
• What Actually Drives Social Media Engagement: Platform Data Reveals Surprising Truths
  This analysis of 2,200 social media posts across platforms reveals that verification status, follower count, and trending status have almost no impact on…
• Financial Transaction Snapshot: $3.2M in Payments Across Methods & Vendors
  This analysis breaks down over $3 million in transactions from January to February 2026, revealing which payment methods, customers, and account categories…
• Turning Unstructured Text into Meaningful Insights with Datastam
  Every document holds valuable information, but extracting meaningful insights manually can be time-consuming and inefficient. Datastam leverages AI-powered…
• What Drives AI Policy Impact? A Data-Driven Look at 30 Key Policies
  This analysis examines 30 major AI policies across four categories—Regulation, Corporate, Diplomacy, and Trade—to identify what makes some policies more…
• Content Intelligence Report: Transforming Data into Actionable Insights with DataStam
  Every dataset has a story. Our latest analysis with DataStam transformed a simple collection of topics into meaningful insights about content quality,…
• Testing Imbalance: 13 Tests Per Method, But 71% Coverage Concentrated in Top 20%
  This analysis maps 3,386 unique tests across 250 production methods in a large codebase, revealing severe coverage concentration. While the average method gets…
• Gym Membership Dataset: A Complete Data Dictionary Audit
  This analysis examines the structure and documentation quality of a 24-column gym membership dataset, revealing that integer columns dominate (75%) and most…
• What Drives Bank Subscription Success: Age, Call Length, and Marital Status Matter Most
  This analysis reveals the strongest predictors of whether customers subscribe to a bank's offer. Seniors aged 65+ convert at 42.6%, married customers with…
• What Really Drives Used Car Prices? Age and Mileage Trump Everything
  We analyzed thousands of used car listings to uncover which factors actually matter for resale value. Vehicle age and mileage dominate—newer cars and those…
• What Predicts Fetal Health: A Data-Driven Breakdown
  This analysis identifies which measurements and indicators most reliably distinguish between different fetal health outcomes. By examining correlations,…
• What Really Determines Used Car Prices: A Data-Driven Deep Dive
  We analyzed 5,500 vehicle listings to uncover what makes cars worth more or less. Model year is king—a 2024 vehicle sells for 40 times more than a 2005…
• Hindu Festivals: 28,500 Events Mapped Across Time and Lunar Cycles
  This analysis reveals patterns in Hindu calendar events spanning two centuries, showing which lunar dates and festival titles dominate the religious calendar.…
• Formula 1 Grand Prix Economics (2010–2026): What Drives Hosting Fees and Fan Attendance?
  This analysis explores the economic landscape of Formula 1 Grand Prix events from 2010–2026 by examining hosting fees, weekend attendance, circuit…
• How the world spends: A century of government budgets decoded
  We analyzed government spending patterns across 100+ countries and nearly a century of data, uncovering surprising shifts in priorities. From China's explosive…
• How Airlines Bounced Back: A Decade of Growth, Disruption, and Efficiency
  This analysis tracks the global airline industry from 2010 to 2026, revealing a 121% revenue surge interrupted by a sharp pandemic crash in 2020. We explore…
• FIFA 2026 Tournament Breakdown: Goals, Blowouts, and Match Patterns
  We analyzed 92 matches across a summer tournament to uncover scoring trends, competitive balance, and notable results. From identifying the tightest contests…
• How Electronics Prices and Discounts Shifted Across 6 Years of Online Sales
  From September 2020 to July 2026, average electronics prices climbed 73.5% across major platforms, while discounting strategies varied wildly by product…
• How Commodities, Inflation, and the Dollar Move Together
  This analysis reveals the hidden connections between commodity prices, inflation, and the US dollar over 25 years of market data. We found that gold acts as an…
• AI Policy Impact Tracker: From Weak Signals to Major Moves
  This analysis tracks 30 major AI policy developments from March to May 2026, revealing how policy impact scores surged from near-zero to peak effectiveness. We…
• What Separates Winners From Losers in Football
  We analyzed 48 teams across dozens of performance metrics to find what actually drives success on the pitch. Possession, shooting efficiency, and goalkeeping…
• Which Cities and Sectors Drive the Highest Values?
  This analysis examines value trends across five sectors and eight cities from 2019 to 2026, revealing that Los Angeles and Industry dominate overall, while…
• Endangered Traditions: Which Clothing Practices Need Urgent Preservation
  This analysis maps traditional clothing across cultures to identify which garments and practices face extinction. By combining historical significance scores…
• India Tourism Analytics Dashboard: Key Insights from 13,000 Tourist Reviews & Visits
  Explored 13,000 tourism records to analyze visitor satisfaction, travel trends, sentiment, destination rankings, and recommendation patterns across India. The…
• Delhi Air Quality & Weather Analysis 2025: Key Pollution Trends, Hotspots, and Meteorological Insights
  Air pollution patterns across Delhi were analyzed using a full year of 2025 environmental and weather data, uncovering important trends in AQI, particulate…
• Global Air Quality Analysis: Key Pollution Trends Across Major Cities
  Our latest analysis explores pollution patterns across major cities worldwide, uncovering trends in particulate matter, AQI classifications, pollutant…
• Discovering India’s Top Destinations Through Data: Ratings, Reviews & Visitor Engagement
  Discover what the data reveals about India's top tourist destinations. From category performance and city rankings to visitor engagement and ratings, this…
• Sunflowers Dominate in Size; Altitude Shapes Species Habitat
  This analysis compares five plant species across eight measurements—from petal length to chlorophyll levels—revealing that sunflowers have the largest petals…
• What Makes a Good Protein Structure? A Data-Driven Look at 45,000 Models
  This analysis examines nearly 46,000 protein structures to understand what predicts quality. We found that most individual features are weak predictors of…
• Hindu Calendar Analytics (1900–2100): Festival Distribution, Lunar Patterns, and Long-Term Event Trends
  This report presents a comprehensive statistical analysis of 28,515 Hindu calendar events recorded over the period 1900–2100. The study explores how festivals…
• Tech Jobs in India: Skills, Cities, and Salary Trends
  This comprehensive analysis of 23,000+ job postings reveals what skills pay best, where opportunities concentrate, and how experience affects compensation…
• AI Model Benchmarks: Where Top Performers Excel and Struggle
  We analyzed performance across 1,276 benchmark tests spanning multiple AI organizations and task types. The data reveals stark differences: coding tasks prove…
• What Makes Pokémon Strong: A Statistical Deep Dive
  We analyzed base stats across all Pokémon generations to uncover what actually separates the strong from the legendary. Dual-type Pokémon significantly…
• What Makes a Call Fraudulent? Six Key Warning Signs
  This analysis identifies the strongest behavioral and account indicators that separate fraud from legitimate calls. We found that brand-new accounts, high call…
• How BBC Dominates Iran-US News Coverage: A Dataset of 2,286 Articles
  This analysis examines nearly 2,300 news articles on Iran-US relations published between May 2025 and June 2026, revealing that BBC accounts for almost half of…
• The Complete Car Market Analysis: 150+ Insights Across Price, Performance & Efficiency
  This comprehensive analysis breaks down 17,000+ vehicle records across 26 manufacturers to reveal what you're actually paying for. From the Chevrolet Camaro's…
• What Makes Coffee Worth It? Taste Tests, Price, and Preference Revealed
  We analyzed survey responses from thousands of coffee drinkers to uncover what drives preference: blind taste tests show Coffee A wins in blind comparisons,…
• Automation ROI: Which investments actually deliver
  We analyzed 50,000 automation projects over a decade to uncover which types, partners, and geographies drive the strongest returns. Customer onboarding leads…
• What Really Drives EV Adoption? Income, Knowledge, and Charging Access Matter Most
  We analyzed nearly 50,000 customers to identify the strongest predictors of electric vehicle adoption. Bachelor's degree holders earning over $100k show the…
• What Really Drives Better Health: Exercise, Stress, and Diet Matter Most
  We analyzed 10,000 people's health, lifestyle, and wellness data to identify which factors actually improve outcomes. Early morning risers have better energy…
• Coffee Consumer Preferences & Spending Behavior Analysis
  This report analyzes consumer coffee preferences, spending habits, brewing behaviors, and taste profiles based on 3,770 survey responses. The study explores…
• FIFA World Cup 2026 Player Performance Dataset
  An analysis of 54,600 player-match records reveals that expensive players don't necessarily deliver better results on the pitch. Market value shows only weak…
• How Social Media, Sleep, and Screen Time Affect Teen Mental Health
  This analysis examines what actually influences stress, anxiety, and depression in teenagers—and some findings may surprise you. We tested common assumptions…
• How Supplements, Gender, and Age Shape Fitness Gains
  We analyzed data from supplement users to see which combinations work best for weight gain and strength improvement. The findings reveal surprising patterns:…
• Diabetes Risk Factors Analysis 2026: Key Findings from Healthcare Data
  This analysis examines eight health metrics to understand which factors most strongly predict diabetes. Glucose emerges as the dominant indicator—diabetic…
• More Pregnancies, Higher Glucose, Greater Risk: What Predicts Diabetes What 768 Patient Records Revealed About Diabetes Risk
  This analysis of 768 patients reveals the strongest health indicators linked to diabetes, with glucose levels emerging as the top predictor. We found that…
• How Sleep, Exercise, and Smoking Shape Health Outcomes Across Jobs and Ages
  Across multiple health and lifestyle analyses, several clear patterns emerged. Better sleep quality was strongly associated with higher productivity (+49%) and…
• Stock Market Insights 2020–2026: Returns, Risk, Volume & Sector Performance
  Markets tell a story through data. This analysis of 100+ stocks across multiple sectors examines long-term returns, annual performance, volatility, trading…
• Bitcoin Through the Years: A Data-Driven Analysis of Growth, Volatility, and Market Cycles (2014–2026)
  A comprehensive analysis of Bitcoin's historical price and trading data reveals the asset's remarkable growth trajectory, extreme volatility, evolving market…
• The Business of Play: What Video Game Data Reveals About Sales, Genres, and Player Behavior
  Video games are no longer just entertainment products. They are global business engines shaped by player habits, platform choices, publisher power, and…
• The Chess Rating Gap: What FIDE Data Reveals About Skill, Gender, and Geography
  We analyzed over 15,000 FIDE chess players to uncover what drives rating differences. Male players rate higher than female players on average, title categories…
• Airline Crisis Intelligence Report 2026: Key Trends, Triggers & Risk Hotspots
  Our analysis of 108 airline crisis events reveals that Bankruptcy Risk remains the most common challenge, while Fuel Price Shock continues to be the leading…
• America's Home Health and Hospice Need: Why Population and Politics May Limit Elder Care
  An aging U.S. population is driving an increase in demand for home health and hospice care, but employment is not keeping up. This story looks at employment…
• What Makes Laptops Expensive? A Data-Driven Breakdown
  We analyzed thousands of laptops to uncover which factors actually drive prices. RAM and GPU choice matter far more than screen size, while workstations cost…
• Electronic Card Transactions: A Decade of Growth and Seasonal Swings
  Exploring 25 years of electronic card transaction data revealed strong seasonality, significant category differences, notable growth trends, and statistically…
• Updated Disability Insights
  New analysis of disability estimates reveals minimal differences between sexes, with women showing slightly higher rates overall. The findings hold steady…
• Dubai Real Estate: Where Offplan Premiums and Rental Yields Converge
  We analyzed six years of Dubai property data to uncover where buyers pay the biggest premiums for offplan units, which communities deliver the strongest rental…
• Datastam Drug Safety & Patient Outcomes Analysis Report (May 2021 – July 2026)
  This report presents a comprehensive analysis of 63 months of adverse drug event data, examining reporting trends, drug-specific risks, chronic condition…
• What Predicts Success in Campus Placements? A Data-Driven Profile
  This analysis examines 10 key questions about campus recruitment outcomes, from salary drivers and gender equity to placement rates and employability factors.…
• Top 500 Movies Data Analysis: Exploring Quality, Popularity, Critics & Audience Trends
  A comprehensive data-driven analysis of 500 acclaimed films examining director performance, genre rankings, streaming platform quality, critic-audience gaps,…
• Fraud Detection Insights: Transaction Distribution, Class Imbalance, and Amount-Based Analysis
  An analysis of 1,000 financial transactions reveals a highly imbalanced fraud landscape, with 98.2% legitimate transactions (982 records) and only 1.8%…
• The Global Gym Economy: Growth, Disparities, and What Drives Membership
  This analysis maps the worldwide fitness industry from 2000 to 2026, revealing how gym membership and revenue have exploded across regions—with Asia growing…
• Educational Performance Insights 2025: Identifying the Strongest Drivers of Student Achievement
  This comprehensive student performance analysis explores the factors that influence academic outcomes, including study habits, prior academic achievement,…
• Global FIDE Chess Player Analytics Report 2025
  This comprehensive analysis of the global FIDE player database uncovers key patterns across player ratings, competitive experience, federations, titles, gender…
• How AI Usage Affects Human Skills: A Multi-Era Analysis
  This analysis tracks how increased reliance on AI tools impacts core human capabilities like creativity, critical thinking, and problem-solving across…
• What Makes Chemicals Biodegradable? A Data-Driven Guide
  This analysis reveals which molecular properties best predict whether chemicals break down naturally in the environment. We identified the strongest…
• Top User Segments by Average Monthly Social Media Spending
  This analysis identifies the top-performing audience segments based on average monthly social media expenditure. User groups were segmented by age bracket,…
• Family Mental Health History and Stress Level Analysis
  This study investigates whether a family history of mental illness significantly affects stress levels across different age groups using comparative…
• Global Food Product Analytics: Pricing, Ratings, Nutrition & Consumer Preference Insights
  This comprehensive analytics study explores the relationship between product pricing, customer ratings, nutritional composition, bestseller behavior, and…
• Global COVID-19 Trends (2020–2022): Comparative Analysis of Cases and Deaths
  This grouped bar chart presents a year-over-year comparison of global COVID-19 cases and deaths from 2020 through 2022, highlighting the evolving scale and…
• What Makes Countries Happy
  We analyzed 14 years of global happiness data to measure how much each major factor—from wealth and health to freedom and social trust—actually contributes to…
• Global Blood Cancer & BMT Access Inequality Analysis
  A comprehensive healthcare analytics study examining global disparities in Myeloma and Leukemia outcomes across 50 countries, with a focus on disease burden,…
• UFC Fight Data - 2026
  Update 5-20: Downloaded all fights from my database so everything could be in one file, updated through UFC Fight Night 5-16 Arnold Allen vs Melky Costa…
• Marketing Campaign Performance & Revenue Intelligence Report 2025
  This report presents a comprehensive analysis of 10,000 marketing campaigns across multiple digital channels, evaluating campaign profitability, return on…
• Datastam Hiring & Workforce Intelligence Report 2026 Comprehensive Insights into Recruitment Trends, Candidate Behavior, and Job Market Performance
  Datastam conducted an extensive analysis of 6,328 job postings to evaluate hiring patterns, applicant engagement, employment preferences, geographic demand,…
• Disability data for the past 10 years
  A quick look at disability ahead of election season.
• Athlete Recovery Synthetic
  The Athlete Recovery & Biometric Performance Dataset is a comprehensive, longitudinal synthetic dataset that tracks the daily training habits, biometrics, and…
• Ultimate Games Dataset
  A comprehensive, clean dataset of 15,000 video games spanning 1979 to 2026, covering everything from ratings and playtime to platforms, genres, art styles, and…
• Food Menu Nutrition Dataset
  A comprehensive, cross-brand, cross-country dataset capturing nutrition facts, pricing, and popularity signals for food menu items across 18 international fast…
• Academic Performance & Gaming Behavior Analysis: Data-Driven Insights from Student Lifestyle Patterns
  Understanding how lifestyle habits influence academic success is becoming increasingly important in today’s digital world. This analysis examined the…
• Indian Developer Burnout 2026
  The Indian tech industry has seen rapid transformation due to AI adoption, layoffs, intense competition, startup pressure, and changing work cultures. This…
• The Impact of Generative AI on Academic Performance, Skill Retention & Student Well-Being: A Large-Scale Educational Analytics Study
  Datastam conducted a comprehensive educational analytics study examining the impact of Generative AI usage on academic performance, skill retention, burnout…
• Digital Behavior, Mental Health & Academic Outcomes: A Comprehensive Data Analytics Study on Teen Social Media Usage
  Datastam conducted a multi-dimensional analytical study examining the relationship between social media behavior and key mental health indicators among…
• Balanced Medical Dataset
  The fastest way to prototype, benchmark, or fine-tune a medical LLM without spinning up massive compute. MedInstruct-5K is a carefully sampled 5,000-pair…
• Home Surveillance Ecommerce 2026
  This dataset captures the 2026 home surveillance product market as listed across publicly available e-commerce platforms, covering cameras, NVR/DVR systems,…
• Olympic Athletes & Medal History Dataset-2024
  This dataset contains historical Olympic Games data including athlete information, sports events, medals, countries, host cities, and Olympic seasons. It…
• Ai Student Impact Dataset
  As Generative AI tools like ChatGPT, Copilot, and Gemini become deeply embedded in academic life, understanding their true impact on students has never been…
• Continent Name Structure Analysis — Length, Distribution & Naming Patterns
  Analysis of 7 world continents shows name lengths ranging from 4 to 13 characters, with Asia as the shortest and North/South America as the longest. The…
• Global Currency Systems — Exploratory Data Analysis (163 Currencies)
  An end-to-end exploratory analysis was conducted on 163 global currencies to understand structural patterns in currency codes, naming conventions, symbol…
• SIC Industry Intelligence Report: Distribution, Sector Coverage & Classification Analysis
  Comprehensive analysis of 731 SIC codes across 81 industry divisions highlighting classification density, sector concentration, industry gaps, keyword trends,…
• Global Poverty & Economic Inequality (2015-2024)
  This synthetic dataset captures global poverty and economic inequality trends across 2015 to 2024. It contains 10,000 country-year records spanning 40…
• AI Survey
  This is an analysis of my team's survey about AI comfort.
• Gold Market Dynamics & Price Behavior Analysis (2015–2026) with India Pricing Insights
  This analysis examines gold market behavior across 2,800+ trading sessions, focusing on long-term price trends, volatility structure, and trading dynamics,…
• Electric Vehicle Market Intelligence: Sales, Pricing, Revenue, Efficiency & Performance Breakdown
  This end-to-end analysis examines the electric vehicle market across brands, countries, segments, body types, and technical specifications using statistical…
• Tobacco Usage & Public Health Insights Analysis Across Indian States
  This analysis examines tobacco usage patterns, cessation behavior, awareness, and policy compliance across states using statistical and visualization…
• Smoking Behavior Trends (2005–2024): A 20-Year Data Analytics Study on Public Health Transformation
  A comprehensive analysis of smoking trends from 2005–2024 revealed a significant decline in smoking prevalence, with daily smoking rates dropping from 19% to…
• IPL Venue Capacity Analysis: Infrastructure Distribution, Trends & Outlier Insights Across India
  IPL venue analysis across 12 stadiums shows a total capacity of 599,908 with an average of ~49,992 seats. Narendra Modi Stadium (132,000) is a clear outlier,…
• Transforming IPL Match Data into Performance Intelligence with Analytics & Visualization
  A complete analysis of IPL match data using statistical techniques and interactive visualizations to uncover insights into team performance, toss impact, venue…
• IPL Fielding Analytics Dashboard: CPM Efficiency, Catch Distribution & Performance Insights
  This project delivers a comprehensive analysis of IPL fielding performance using statistical modeling, efficiency metrics, and interactive visualizations. The…
• Modern Cricket Analytics: Bowling Efficiency & Match Influence
  This Datastam analysis presents a data-driven evaluation of bowling performance in modern T20 cricket using advanced metrics such as wickets, bowling average,…
• Batting Impact Analysis: Identifying the Most Valuable IPL Players
  Batting performance is more than just runs scored. This Datastam analysis uncovers how strike rate, impact, consistency, boundary scoring, and team depth shape…
• Arxiv Ai Ml Papers
  This dataset captures 7,701 peer-reviewed and preprint research papers submitted to arXiv.org between September 2025 and April 2026 — the most active and…
• India’s Petroleum Trade Insights Through Data Analytics
  Imports dominate India’s petroleum trade by nearly 5x, while seasonal analysis, Pareto trends, and outlier detection reveal the key products and market…
• Indian Bikes Dataset 1000
  Indian Bikes Price & GST Analysis 2020-25 About This Dataset A comprehensive synthetic dataset of 1,000 rows covering 75 popular Indian bike models across 8…
• Electric Vehicle Mobility Usage
  This is a synthetically generated dataset simulating real-world electric vehicle (EV) usage patterns across 7 major Indian cities from 2019 to 2026-Mumbai,…
• Iphone Sales Dataset
  This dataset represents real-world smartphone sales operations and includes important business information such as customer details, iPhone models, storage…
• Hacker News Top Stories 2020-2026
  100,286 Hacker News stories that earned at least 100 points, posted between January 1, 2020 and April 24, 2026. Pulled via the Algolia-hosted Hacker News…
• Gaming Academic Performance
  This dataset explores the relationship between gaming habits and academic performance among students. It includes key lifestyle factors such as study hours,…
• 🎧 Pulse 2026: Music Evolution & Viral Analytics
  This dataset is a professional-grade synthetic expansion of a real world dataset. It is optimized to model the 2026 streaming economy, where "skip rates" and…
• India-Popular Cities Weather
  This dataset contains monthly climate observations for 98 prominent Indian cities over a five-year period, from January 2020 to December 2025.By capturing data…
• TV Shows Netflix
  This dataset contains a curated list of popular TV shows along with their key attributes such as release year, audience classification, IMDb ratings, and…
• Comprehensive Analysis of Rainfall Distribution, Trends, and Extremes Across Indian Subdivisions
  This study presents a detailed statistical analysis of rainfall patterns across Indian subdivisions using long-term data (1901–2015). The analysis explores…
• Comprehensive Analysis of Agricultural Credit Distribution Across Farm Sizes and Crops
  This report presents a multi-dimensional analysis of agricultural credit allocation across five farm size categories — Marginal, Small, Semi-medium, Medium,…
• Government Schemes Analytics: Trends, Gaps, and Distribution Insights
  This analysis of 3,473 government schemes presents a comprehensive view of policy distribution across categories, beneficiary groups, timelines, and complexity…
• WHO Global Health Indicators for Prediction
  This dataset contains REAL, authoritative health data from the World Bank Open Data platform, which hosts World Health Organization (WHO) and United Nations…
• FIFA Football Players Dataset
  This dataset contains information about 19,667 football players, including ratings, potential, and market value. Datasource :
• Producer Price Index (1990–2026): Multi-Decade Trend, Volatility & Distribution Analysis
  A comprehensive statistical exploration of the PCU333415333415D Producer Price Index spanning 1990–2026. The analysis examines long-term price evolution,…
• WHO Pharmaceutical Prequalification Intelligence Dashboard (2002–2026): 572 Products, 17 Therapeutic Areas
  Analysis of 572 WHO prequalified pharmaceutical products (2002–2026) highlighting trends across therapeutic areas, applicants, dosage forms, and drug…
• University Staff Records Analysis: Distribution, Coverage, and Structural Data Quality
  Analysis of 3,556 teaching staff records across 610 universities shows an average of 5.83 records per university with generally balanced distribution. Dataset…
• Higher Education Distribution & Coverage Analysis
  This report analyzes 37,700 colleges to assess institutional distribution, university affiliations, and DCF applicability. Type 1 institutions dominate (~90%),…
• Accreditation Data Quality Crisis: Score Coverage & Performance Analysis
  This report evaluates accreditation scoring data across 5,211 records and uncovers a critical data quality issue—only 0.12% of records contain valid scores.…
• Business News Dataset from Google News API
  This dataset contains real-time global business news articles collected using a public API. The raw JSON response has been cleaned and structured into a…
• Laptop Scrap Data
  It is a comprehensive collection of technical specifications and pricing information for 1,563 unique laptop models. It can be used to train machine learning…
• Social Media Usage vs Sleep, Stress & Productivity
  This dataset explores the relationship between social media usage, sleep patterns, stress levels, and productivity among individuals. With the rapid increase…
• Global Happiness Insights: Key Drivers, Trends, and Regional Analysis
  Happiness isn’t just about wealth — it’s about balance. Our analysis shows that while GDP strongly influences happiness, factors like family support, health,…
• Global Data Intelligence: Distribution, Income Patterns & Data Gaps
  This analysis uncovers how global data is distributed across regions, income groups, and economic systems—while highlighting critical gaps in data quality and…
• Global Military Power Analysis: Strength, Efficiency & Strategic Gaps
  This analysis explores global military strength across air, land, and naval capabilities, along with defense budgets, infrastructure, and economic power. Key…
• Global Corruption Insights (2012–2016): Trends, Rankings & Governance Gaps
  This analysis explores global Corruption Perceptions Index (CPI) data from 2012 to 2016, uncovering patterns in governance quality, regional disparities, and…
• Global Fiscal Analysis: Budget Surplus, Deficit Trends & Revenue-Expenditure Insights
  This report provides a comprehensive evaluation of global fiscal performance, analyzing budget surplus/deficit patterns, revenue-expenditure dynamics, and…
• Retail Basket Analytics: Customer Purchase Behavior & Product Affinity Insights
  This report delivers a comprehensive analysis of customer purchasing behavior across 9,835 transactions, focusing on basket size distribution, item frequency,…
• Student Performance
  Simulated dataset of 500 high school students with demographic info, study habits, and academic performance. Useful for classification (predict pass/fail),…
• World Happiness 2026
  This dataset provides the complete country-level rankings and happiness scores from the World Happiness Report 2026 — the most recent edition, published March…
• HSN Performance & GST Analytics: Concentration, Tax Dynamics, and Data Integrity
  A comprehensive HSN-level analysis highlights key patterns across revenue distribution, tax structure, and transaction quality.
• Fastest Growing Causes of Death (2000–2017)
  The data shows fluctuations in annual death counts, with 2015 recording the highest increase (+172,424 deaths).
• Crypto Asset Snapshot
  Professional dataset combining cryptocurrency market dynamics with social-media-adjacent web attention indicators and sentiment proxies. Datasource :
• Deep Dive into Text Data — Label Behavior & Content Patterns
  Analyzed 500 text records to understand how content structure, length, and patterns vary across two categories: intentional and unintentional.
• 🪰 Bug Attraction
  You’ve probably seen that insects seem to be attracted to artificial lights at night. Insects appear to be most attractive to blue and ultraviolet light, and…
• Iris_Classification
  The Iris Classification dataset is a well-known dataset in machine learning, commonly used for classification tasks. It contains measurements of various iris…
• Credit Fraud
  This dataset contains information about credit card transactions, with a focus on identifying fraudulent activity. Each record represents a single transaction…
• Fifa Player Performance Market Value
  This dataset contains comprehensive information on 2,800 professional football players, including their personal details, performance statistics, ratings,…
• World Bank Import Usd Enriched
  This dataset provides a comprehensive view of global import trends using World Bank indicators. It has been cleaned, enriched, and structured to support data…
• Student Lifestyle Performance Dataset
  This dataset contains synthetic data representing the relationship between student lifestyle habits and academic performance. It includes variables such as…
• Developer Burnout Dataset 7000
  This dataset models developer work patterns, stress levels, and burnout risk based on lifestyle and productivity factors. It captures realistic relationships…
• U.S. Mortality Insights: Trends, Causes & State Disparities (2000–2017)
  A data-driven overview of U.S. mortality patterns uncovering long-term declines in heart disease and cancer, sharp rises in Alzheimer’s and unintentional…
• Road Network Insights: Area, Trends & Segment Distribution Analysis
  Comprehensive analysis of road segments reveals dominant categories, area distribution, and capture trends over time—highlighting infrastructure maturity,…
• PCU Index Up 185% — Growth Strong, Momentum Slowing
  PCU333415333415D has grown ~185% since 1989, reflecting steady long-term expansion. While momentum spiked post-2020, the growth rate is now easing, signaling…
• Market Reaction
  This dataset tracks the real-world impact of US tariff policies and the ongoing trade war - from Section 232 Steel tariffs (2018) to the 2025 Liberation Day…
• Free vs Paid Resources: Pricing Trends in Health Data
  Nearly 90% of resources are free, while a small segment reaches premium pricing up to $6,000. This analysis uncovers accessibility patterns and cost barriers…
• Your HVAC System Isn’t Inefficient — It’s Incomplete (Here’s What the Data Says)
  This HVAC configuration analysis highlights critical parameters, hidden gaps, and optimization opportunities — proving that incomplete data can lead to…
• Aldrees Petroleum And Transport Services Company
  This document serves as the primary Project Requirements Document (PRD) and dataset documentation for the Aldrees Petroleum and Transport Services Company…
• Songs Db
  This dataset is a collection of songs with structured metadata, including attributes such as song title, artist, genre, movie (if applicable), and language.…
• Asteroid Close Approaches 2015-2035
  Every close approach within 0.1 AU of Earth — date, distance, velocity, and whether it already happened or is upcoming. Possible use cases Datasource:
• Global Health Spending vs Life Expectancy
  More money doesn’t always mean better health outcomes. Explore how countries spend on healthcare—and what they actually gain in life expectancy.
• Sunspot Activity Deep Dive: 300 Years of Solar Cycles & Extreme Trends
  300+ years of sunspot data shows clear ~11-year cycles, rising long-term activity, and stronger peaks in the 20th century. Extreme events are increasing, while…
• Dengue Diseases Dataset
  This dataset contains clinical blood parameters used for the detection of dengue disease. It includes key hematological features commonly analyzed in medical…
• Iris Data Analysis: Key Insights & Feature Importance
  Petal measurements clearly dominate iris classification. Virginica stands out with the highest variability and largest size, while Setosa remains the most…
• Comprehensive Diet Impact Analysis: Growth, Consistency & Performance Insights
  A quick comparison of all four diets shows clear differences in growth outcomes. Diet 3 leads with the highest weight gain and fastest growth, while Diet 4…
• Pokemon Complete 2025
  The most complete Pokémon dataset— every Pokémon from Generation I through IX with 40+ features scraped from PokéAPI. Datasource :
• Taxi Data Insights: Unlocking High-Revenue Zones & Smart Earning Patterns
  A comprehensive analysis of taxi trips reveals powerful patterns in pickup zones, revenue hotspots, trip behavior, and driver efficiency. From high-demand…
• Mobile Price Dataset
  This dataset contains detailed information about various smartphones from different brands, focusing on their prices and key technical specifications. It…
• Dow Jones Deep Dive: Volatility, Cycles & Long-Term Growth
  Data-driven analysis of Dow Jones history uncovers key market dynamics across decades — from extreme volatility during the Great Depression to strong post-war…
• Global Healthcare Analysis: Efficiency, Inequality & Life Expectancy Trends
  Analysis of global health data reveals key trends in life expectancy, healthcare spending, and efficiency. Insights highlight strong gains led by Japan, rising…
• WHO Prequalification Landscape Analysis: Trends, Competition & Market Gaps
  Analysis of WHO prequalified pharmaceutical products highlighting top applicants, growth trends, therapeutic distribution, and market concentration. Insights…
• Car Price Dataset
  This dataset is a synthetically generated collection of car specifications designed to simulate real-world automobile market data. It contains detailed…
• Consumer Shopping Trends 2026
  The collection includes details about the purchasing habits and shopping habits of consumers. Age, income, internet usage, online orders, store visits,…
• Washington Ultimate
  This dataset captures 12,017 verified sold properties across the state of Washington, the Pacific coast, eastern Washington farmland, and everything in…
• Supply Chain Intelligence & Sales Performance
  The analysis uncovers critical patterns in supplier performance, product demand, and sales distribution. A high concentration of revenue among top suppliers,…
• School Accountability & Performance Trends
  The data reveals patterns across ratings, distinctions, and demographic factors. A moderate negative correlation exists between economic disadvantage and…
• Disbursement & Policy Trends
  Overall disbursement reached 84.5%, demonstrating solid execution. Policy-level differences and seasonal approval cycles highlight evolving trends in funding…
• Axis Bank Trend Analysis
  Tuesday leads weekly returns, and October stands out as the best-performing month. The stock shows strong growth over time, accompanied by a noticeable rise in…
• Asia Fuel Prices Detailed
  Asia Fuel Prices — Comprehensive Global Comparison\n\nA meticulously curated dataset comparing retail fuel prices (gasoline & diesel) across 60 countries…
• Active Satellites In Orbit
  Real-time catalog of 14,875 active satellites currently orbiting Earth, from the CelesTrak space tracking platform using NORAD Two-Line Element (TLE) data.…
• Ecological Footprint Trends and Environmental Impact Analysis (1961–2014)
  A data analysis project exploring global ecological footprints, carbon dominance, sustainability trends, and resource consumption across countries and regions…
• Income Analysis: Factors Influencing High Earnings
  Income is not random — data shows clear patterns. This analysis highlights the key factors that influence high earners across education, occupation, and…
• Google Play Store Data Analysis | Market Trends, App Performance, and Growth Opportunities
  A complete data analysis of the Google Play Store dataset covering app installs, ratings, pricing, categories, updates, and market opportunities. The analysis…
• ORBs Ratio vs Hamming Distance Comparison
  Images with zero Hamming DCT values show a significantly higher average ORBs ratio (0.9383) compared to non-zero Hamming values (0.2608). This highlights a…
• Titanic Dataset
  The sinking of the Titanic is one of the most infamous shipwrecks in history. On April 15, 1912, during her maiden voyage, the widely considered “unsinkable”…
• March Madness Data set Analysis
• NBA Performance & Era Analysis
  A data-driven NBA analysis exploring team dominance, player efficiency, scoring trends, three-point evolution, and peak performance age across basketball…
• Diabetes Risk Analysis | Glucose, BMI, Age & Health Indicators
  Analysis shows 34.81% diabetes prevalence, with high glucose and high BMI emerging as the strongest risk factors. Age, BMI, glucose, and genetic factors are…
• Global Suicide Rate Analysis
  Data analysis of global suicide trends across age, gender, countries, GDP, and HDI reveals that age and gender are stronger indicators of suicide risk than…
• PUBG Players
  PUBG Players Sample Dataset ek gaming analytics dataset hai jo PlayerUnknown’s Battlegrounds matches me players ki performance ko represent karta hai. Is…
• Home Win Rate Analysis – Home Advantage Across Teams
  This analysis examines home win rates across 20 English football teams to understand home advantage and performance gaps. Manchester United recorded the…
• Domestic Animals Across Animal Classes
  This analysis examines domestic animals, their distribution across class types, and the traits commonly associated with domesticated species.
• Trend in High-Scoring Matches Over Time
  This analysis tracks the proportion of matches with four or more goals across seasons, showing how attacking trends have evolved in the Premier League.
• Pipeline Accident Risk, Cost, and Safety Analysis (2010–2017)
  This data analysis project explores pipeline accident trends, causes, financial costs, environmental impact, and safety risks across multiple dimensions…
• Oscar Best Score Complete (1934-2026)
  All Oscar Soundtracks (1934-2026) The definitive collection of Academy Award-winning film scores. About this Dataset This dataset provides a meticulously…
• LLM Price Performance Tracker (March 2026)
  The most comprehensive cross-provider snapshot of the large language model API landscape as of March 31, 2026. Data source:
• Time Series and Trading Pattern Analysis of HDFC Bank Stock
  A complete data analysis of HDFC Bank stock covering price trends, returns, volatility patterns, trading volume behavior, technical indicators, breakout…
• Intraday Trading Dynamics and Price Action Analysis – HDFC Bank
  A comprehensive data analysis of trading volume, volatility, returns, price trends, technical indicators, and market behavior using HDFC Bank stock market data.
• Gold Dataset Exploration Report
  Category distribution, data quality check, and diversity analysis performed to understand dataset structure and category patterns.
• March Madness Decoded: 24 Years of NCAA Data Reveals What Actually Wins Brackets
  Every March, millions of people fill out brackets based on gut feeling, team loyalty, and pure hope. We took a different approach. This data story analyzes 24…
• Technical Assistance Demand Analysis: SDGs, Sectors, Budgets & Global Trends
• Comprehensive Silver Price Analysis (2011–2026)
  Silver Is Near All-Time Highs — But The Data Story Is More Interesting Than The Price.
• Comprehensive Silver Price Analysis (2011–2026)
  Silver is near all-time highs, but the real story is in the data — volatility, drawdowns, seasonality, gaps, momentum, and trading patterns reveal how silver…
• Gold Price Historical Performance Analysis (1833–2026)
• Open Data Index Analysis – Countries, Scores and Data Availability
  Data analysis and visualization of global open data performance using the datastam.ai
• Student Dataset
  Datasource:
• Disuguaglianza Economica Globale E Povert 1980 - 2024
  Data source:
• Fungal Mycorrhizal Tropical New
  Data source:
• LPG Price Trends in India (2020–2026)
  "A Data Story on how cooking Gas prices changed over time and what may happen next."
• EEG Headset
  Data source:
• LPG Price Trends in India (2020–2026)
  “A Data Story on How Cooking Gas Prices Changed Over Time and What May Happen Next.”
• LPG Price Trends in India (2020–2026): Growth, Volatility, Forecast and Consumer Cost Impact
  “A Data Story on How Cooking Gas Prices Changed Over Time and What May Happen Next.”
• Lack of comprehension by AI
  initiating convo i had with datastam ai to see its capabilities and how it responds to various analytical and data prompts from a general public POV. the AI…
• Fuel Prices 1970 2026
  Data source:
• Hacker News Tech Trend Velocity Final
  Datasource:
• Alcohol Consumption
• Organization in the Dataset
• Youtube Shorts Analysis
  Analyzes YouTube Shorts performance using data insights on views, engagement, growth, and viral trends across channels and videos. Highlights key factors like…
• Agentic AI Customer Support Dataset
  Data source:
• Emissioni Co2 Globali Per Paese 1950 2024
  Data source:
• Stock Market Dataset
  The correlation strength across all analyzed stocks for easy comparison
• Steam Games Dataset
  Data source:
• The analysis includes a bar chart showing the top 15 countries and detailed data tables with unemployment rates for each nation.
  The analysis includes a bar chart showing the top 15 countries and detailed data tables with unemployment rates for each nation.
• Solar plant and Generation
• Netflix User Behavior Dataset
  Data source:
• Resume Dataset 200k Enhanced
  Data source:
• Smartphone Usage And Addiction Analysis
  Data source:
• Synthetic Fooddelivery Dataset
  Data source:
• Oregon Real Estate 2026
  Data source:
• Disoccupazione
  Data source:
• Canada's highest income provinces
• Airline Losses Estimate
  Data source:
• AI Jobs Market 2025-2026
  Data source:
• Coca-Cola (KO) Stock Prices 1980–2026
  Data source:
• Global AI & Data Jobs Salary Dataset
  Data source:
• Global Market Stress And Liquidity Regimes
  Data source:
• Top 50 Universities in the U.S. (Forbes 2026)
  Data source:
• BMW Global Automotive Sales
  Data source:
• Australian Open 2026 Dataset
  Data source:
• Medical Insurance Charges (2021–2025) Enhanced
  Datasource:
• Bitcoin Daily Prices 2014-2023
  Based on the analysis of Bitcoin trading data, Monday shows the highest average daily return at 0.483%, while Friday demonstrates the highest average trading…
• Google (GOOGL) Stock Historical Data
  Data source:
• Gold Price Dataset (2016-2026)
  Data source:
• Computer Science Students Performance
  Data source:
• Daily Food Delivery Orders and Delivery Time
  Data source:
• Global Web Traffic 2026
  Data source:
• FIFA world Cup Matches
  Data source :
• Hearing well being survey
• Stocks Traded, Total Value
  Data source:
• Dynamic_Factor_Model
  Data source:
• Peak Unemployment Analysis
  I've identified when each country experienced its peak unemployment rate during the dataset period.
• Stock correlation analysis
  showing a very strong correlation of 0.9229. This means MSFT's price movements align closely with the overall market direction about 92% of the time.
• World University Student Survey Dataset
  Data source:
• Olympic Games Dataset (CountriesSD)
  Data source:
• AI vs Human Content Detection Dataset 2026
  Data source:
• Student Academic Stress Level
  Data source:
• Microsoft Stock Prices
  Data source:
• Top 250 IMDB Dataset
  Data source:
• Higher Education Investment
  Data source:
• Heart Disease Statlog
  Data source:
• Daily Internet Usage Statistics by Age Group
  Data source:
• India's Top 100 Universities Dataset
  I've identified the top 10 institutes from the NIRF 2020 rankings and analyzed their performance across five key metrics. Data source:
• BMW Data Analysis
  Data source:
• Student Mental Health & Academic Pressure
  Data source:
• Champions League Matches 2025-2026
  Data source:
• Cost of Healthy Diet by Country (2017-2024)
  Data source:
• Diabetes Mexico
  Data source:
• Smartphone Battery Health Prediction Dataset
  Data source :
• Customer Subscription Churn and Usage Patterns
  Data source :
• AI Agents Ecosystem 2026
  Data Source :
• Wine Quality
  Data Source :
• Nobel Prize Winners (1901-2016): A Complete Historical Dataset
  Data Source :
• Sports Footwear Sales & Consumer Behavior
  Data source :