I am a Data Analyst and Statistician with dual MSc degrees in Statistics and Demography, as well as an MBA in Marketing and Management Information Systems. I specialize in transforming complex datasets into meaningful insights through statistical analysis, data visualization, and research reporting. My expertise includes survey research, public health and epidemiological data analysis, education research, demographic analysis, econometrics, and longitudinal data analysis. I work extensively with R, Stata and Excel to clean, manage, analyze, and visualize data. Services I provide include: • Data Cleaning and Data Management • Statistical Analysis and Modelling • Survey Data Analysis (PIAAC, public health, social science surveys) • Epidemiology and Biostatistics • Regression Analysis and Econometrics • Survival Analysis and Time-to-Event Modelling • Data Visualization and Dashboard Preparation • Research Reports, Tables, and Publication-Quality Figures Recent projects include longitudinal analysis of adult education participation in Sweden (KOMVUX and SFI), public health and epidemiological analyses using Stata, and survey-based research using large-scale international datasets. I am committed to delivering accurate, transparent, and well-documented analyses that help researchers, students, organizations, and decision-makers make informed decisions from data.

🌟📊📈 Advanced Economics Expert | SPSS, Stata 18, Stata 17 Excel Pro | 12 Years' Experience I am an Advanced Economics and Finance Expert with 12 years of extensive experience, specializing in economics, econometrics, microeconomics, financial management, investment and portfolio management. My proficiency in SPSS, Stata, and Excel empowers me to conduct robust data analysis and facilitate informed decision-making. I excel in regression analysis, offering detailed interpretations and insightful graphs. My skills with excel are also good and can perform multiple tasks on excel, using calculation, charts, tables, graphs, pivot table, vlookup and hlook up💡🌐🔍 I have a publication on "Impact of Crypto Assets as Risk Diversifiers: A VAR-based Analysis of Portfolio Risk Reduction". My Expertise: 📈 Advanced Economics Mastery: Expert in economic analysis, market trends, and policy evaluation. Areas include Economics, Microeconomics, Macroeconomics, International Economics, Econometrics, Financial Economics, Investment and portfolio management and Mathematical Economics. 📊 IBM SPSS, Stata, Excel Proficiency: Proven track record in utilizing these tools for comprehensive data analysis and visualization, including Panel Data, Cross-Sectional Analysis, Regression Analysis, and more. 🌟 Insightful Data Interpretation: Translate complex economic data into actionable insights for strategic decision-making. Why Choose Me: 🌟 12 years of hands-on experience in advanced economics 🌟 Mastery in SPSS, Stata, and Excel for data-driven solutions 🌟 In-depth insights into economic trends and policy evaluation 🌟 Working proficiency of SPSS/STATA for research purposes 🌟 Strong knowledge of STATA software 🌟 Proficiency in statistical analysis 🌟 Experience with regression techniques 🌟 Data manipulation and management 🌟 Analytical thinking and problem-solving 🌟 Proficiency in programming languages such as Stata 🌟 Strong knowledge of statistics and data analysis 🌟 Experience working with large datasets 🌟 Ability to meet deadlines and deliver high-quality results 🌟 SPSS for conducting PLS-SEM analysis 🌟 Panel data econometrics 🌟 Time series data analysis 🌟 Cross sectional data analysis 🌟 Stata 17 and Stata 18 🌟 Data analysis, econometric modeling, statistical techniques 🌟 Data cleaning, coding, and interpretation of results 🌟 Analyzing data from large-scale surveys 🌟 Advanced skills in producing graphs and tables 🌟 Utilize data in scientific papers 🌟 Gather and clean large datasets from various sources 🌟 Conduct complex data analysis using SPSS, Stata, Eviews, and R 🌟 Create data visualizations and reports 🌟 Work with large datasets from organizations like the United Nations, World Bank, and OECD 🌟 Proficiency in econometrics and strong background in statistics 🌟 Experience with natural experiments 🌟 Customization of graphs and tables, including formatting and use of colors. 🌟 Data visualization I am familair with following statistical test 🌟 Kruskal–Wallis test 🌟 Friedman test 🌟 Log rank test 🌟 Chi-square test 🌟 McNemar test 🌟 Analysis of variance 🌟 Wilcoxon’s rank sum test Test includes 🌟Descriptive Statistics (Mean, Standard Deviation, Skewness and Kurtosis) with Graphical Representation 🌟Data Normality and Identification of Outliers 🌟Correlations Analysis 🌟Regression Analysis, Fixed Effect, Random Effect and GMM (Time series and Panel Data) 🌟Unit Root, VECM, ARDL, Granger Causality, Co-integration, GARCH and ARCH Models 🌟Event Study Analysis 🌟Construct Validity, Discriminant Validity 🌟CFA and EFA 🌟Mediation and Moderation through process macro models 🌟Structural Equation Modelling (SEM) 🌟Univariate Analysis 🌟Bivariate Analysis 🌟Parametric and Non-parametric Techniques 🌟T Test, ANOVA, MANOVA, ANCOVA 🌟VIsualization I also assist with learing 🌟Topic Selection 🌟Research Questions or Hypotheses 🌟Literature Review chapter 2 🌟Research Proposal 🌟Proposal Approval chapter 3 🌟Data Collection 🌟Data Analysis for chapter 4 🌟Results Interpretation chapter 5 🌟Discussion and Conclusion chapter 6 🌟Literature Review (Review) 🌟Thesis/Dissertation Writing 🌟Edit and Revise 🌟Peer Review 🌟Submit for Approval 🌟Prepare for Defense 🌟Final Revisions 🌟Submission and Publication Moreover, I assist Ph.D. graduates in Economics or Finance with their research, data analysis, and paper publication. If you need the expertise of a data analyst with a fast and accurate approach, share with me and we can do a short discussion without any cost! Thanks.

I am experienced researcher with 40+ international publication, excelling in biomedical statistics, helping healthcare professionals and researchers unlock insights from data. I have extensive expertience using Stata, SPSS, SAS and R for data analysis and excel in descriptive and analytical statistics, regression modeling, meta-analysis, and trend analysis. I do secondary data analysis, transforming complex datasets into clearly presentable findings for clinical trials, epidemiological studies, and patient outcomes research. Let’s collaborate to design studies, analyze data, and generate impactful reports. Together, we can uncover the potential hidden in your data.

𝗜𝗳 𝘆𝗼𝘂 𝗻𝗲𝗲𝗱 𝗵𝗶𝗴𝗵-𝗾𝘂𝗮𝗹𝗶𝘁𝘆 𝗮𝗻𝗮𝗹𝘆𝘀𝗶𝘀 𝘄𝗶𝘁𝗵 𝗰𝗹𝗲𝗮𝗿 𝗱𝗲𝘀𝗰𝗿𝗶𝗽𝘁𝗶𝗼𝗻 𝗮𝗻𝗱 𝘃𝗶𝘀𝘂𝗮𝗹𝗶𝘇𝗮𝘁𝗶𝗼𝗻 𝗶𝗻𝘀𝗶𝗴𝗵𝘁𝘀, 𝗺𝗲𝘁𝗵𝗼𝗱𝗼𝗹𝗼𝗴𝗶𝗰𝗮𝗹 𝘀𝘂𝗽𝗽𝗼𝗿𝘁/𝘀𝗲𝗰𝗼𝗻𝗱 𝘃𝗶𝗲𝘄 𝗳𝗼𝗿 𝗰𝗼𝗺𝗽𝗹𝗲𝘅 𝗮𝗻𝗮𝗹𝘆𝘀𝗶𝘀/𝗽𝗿𝗼𝗯𝗹𝗲𝗺𝘀, 𝗰𝗹𝗲𝗮𝗿 𝗽𝗮𝘁𝘁𝗲𝗿𝗻 𝗮𝗻𝗱 𝗶𝗻𝘀𝗶𝗴𝗵𝘁𝘀 𝗳𝗿𝗼𝗺 𝘆𝗼𝘂 𝗱𝗮𝘁𝗮 - 𝘆𝗼𝘂'𝘃𝗲 𝗰𝗼𝗺𝗲 𝘁𝗼 𝘁𝗵𝗲 𝗿𝗶𝗴𝗵𝘁 𝗽𝗹𝗮𝗰𝗲. rich experience; attention to details; timely completion; clear insights, basic and advanced analysis/statistics/visualisation for business and academic purposes; 12 years experience, 200+ successful projects, each client was satisfied. I serve both 𝗯𝘂𝘀𝗶𝗻𝗲𝘀𝘀 𝗮𝗻𝗱 𝗮𝗰𝗮𝗱𝗲𝗺𝗶𝗰 𝗰𝗹𝗶𝗲𝗻𝘁𝘀 providing analysis based on the most suitable approaches and tests. 𝗜 𝗮𝗹𝘄𝗮𝘆𝘀 𝘁𝗿𝗮𝗻𝘀𝗳𝗼𝗿𝗺 𝗱𝗮𝘁𝗮 𝗶𝗻𝘁𝗼 𝗮𝗰𝘁𝗶𝗼𝗻𝗮𝗯𝗹𝗲 𝘀𝘁𝗼𝗿𝗶𝗲𝘀 𝘄𝗶𝘁𝗵 𝗰𝗹𝗲𝗮𝗿 𝗱𝗲𝗰𝗶𝘀𝗶𝗼𝗻 𝗽𝗼𝗶𝗻𝘁𝘀. All my clients receive comprehensive support: full documentation, visualization, and ongoing assistance. In addition for 𝗮𝗰𝗮𝗱𝗲𝗺𝗶𝗰 𝗰𝗹𝗶𝗲𝗻𝘁𝘀 𝗜 𝗽𝗿𝗼𝘃𝗶𝗱𝗲 𝗿𝗼𝗯𝘂𝘀𝘁 𝗮𝗻𝗮𝗹𝘆𝘁𝗶𝗰𝗮𝗹 𝘀𝘂𝗽𝗽𝗼𝗿𝘁 𝗳𝗼𝗿 𝗿𝗲𝘀𝗲𝗮𝗿𝗰𝗵 𝗶𝗻𝗰𝗹𝘂𝗱𝗶𝗻𝗴: Clinical trial analysis; Dissertation and thesis statistical analysis; Preparation for peer-reviewed publications and handling reviewers’ comments; Research design consultation; Complex analysis according to all academic standards with documentation. 𝗔𝗻𝗮𝗹𝘆𝘀𝗶𝘀 𝘁𝗼𝗼𝗹𝘀: R (primary),Excel, Python, SPSS, Stata, EViews Visualization: Excel, Power BI, Tableau. 𝗦𝗽𝗲𝗰𝗶𝗮𝗹𝗶𝘇𝗮𝘁𝗶𝗼𝗻: Survey Analysis, SEM, CFA, EFA, Multigroup CFA, Regression Analysis, Moderation, Mediation, Time Series, Predictive Modeling, Cluster Analysis, Churn/retention, Sales forecasting, demand prediction, Market segmentation, Customer behavior analysis, Performance metrics, KPI development and many other. I consistently go beyond the initial scope to extract maximum insights, identifying patterns that provide additional value. Every analysis includes clear explanation of methodologies and results, ensuring you can confidently use the findings. 𝗟𝗲𝘁'𝘀 𝗱𝗶𝘀𝗰𝘂𝘀𝘀 𝘆𝗼𝘂𝗿 𝗻𝗲𝗲𝗱𝘀. 𝗜 𝗮𝗹𝘄𝗮𝘆𝘀 𝘄𝗶𝗹𝗹 𝗳𝗶𝗻𝗱 𝗮 𝘄𝗮𝘆 𝘁𝗼 𝗵𝗲𝗹𝗽 𝘆𝗼𝘂.

I have already run 500+ such jobs. I am a research scholar with very good data analyzing and interpretation skills, excellent command on SPSS, AMOS, SmartPLS, R Studio, JASP, Jamovi, STATA and Excel. Data customization and fine tuning for desired results is guaranteed. I can correct your data as per results and even provide data for many research models. A brief list things which I can do with proficiency are: - Data scraping / virtual assistant - Data entry - Data analysis assumptions - EFA / CFA - Correlations - Reliability - ANOVA / Kruskal Wallis / Friedman - T-Tests / Mann Whitney / Wilcoxon - General Linear Model GLM - PROCESS Hayes - Chi square / Crosstabulation - SEM - mediation, moderation, moderated mediation - Monte Carlo data simulation - Linear mixed models LMM - Data cleaning & customization - Desired results on hypotheses - Generalized estimating equations GEE - SEM Robustness Checks - PLS Predict - Confirmatory Tetrad Analysis CTA in PLS - Non Linear Effects - Quadratic - Unobserved heterogeneity FIMIX - Endogeneity Gaussian copula - Measurement invariance MICOM Permutations - Linear, Multiple and logistics regression - Electronic Document Management (EDMS) - ACONEX - Oracle University - Electronic Record Management (ERDM) - Preservica - Digital Archiving - Archivist (using MARC, EAD, MODS, DACS and Dublin Core) - Document Controller - Latex Editing - Many more NOTE: 5$/HOUR is starting price for tasks such as data entry etc., for analysis jobs rates are negotiable.

Do you need someone who can handle your entire data journey? From collecting data, to analysing it, to automating the processes around it, and finally presenting it in a stunning, interactive dashboard? You've found that person. I'm Catherine, a data analyst and statistician with deep expertise across the full data pipeline. I don't just run numbers. I help you collect, clean, analyse, automate, and visualise your data in a way that drives real decisions. What I bring to your project: 📊 Statistical analysis & research: Hypothesis testing, regression, SEM, survival analysis, psychometrics/scale validation, and econometric modelling using SPSS, R, Stata, Python, Jamovi, and JMP. I've contributed to peer-reviewed journal publications through my statistical work on surgical databases (NSQIP). 🔍 Qualitative research: Thematic and content analysis using NVivo, MAXQDA, and Atlas.ti for interviews, focus groups, and open-ended survey data. ⚙️ Automation & workflow design: I build end-to-end automated pipelines using Make and Google Apps Script, including integrations with Stripe, Google Forms, Google Sheets, landing pages, and more. Recent clients have seen their manual data workflows fully automated. 📈 Dashboards & data visualisation: Interactive executive dashboards in Power BI and Looker Studio, tailored for marketing teams, operations, healthcare, and finance. I turn raw data into clear, compelling visual stories. 📋 Survey design & data collection: End-to-end survey projects using Google Forms, Typeform, and Qualtrics, including automated data pipelines from form submission to clean, analysis-ready datasets. I've worked across yachting, healthcare, finance, and academia, and I also offer tutoring in SPSS, R, and Stata for students and professionals. Let's talk about how I can support your project.

Hi! 👋 I’m an Economist and Data Science expert with over 3+ years of experience in Python, R, Stata, Excel (with macros), SQL, Social Science Research, Market Research, Machine Learning, Academic Writing and Proofreading. You’ve come to the right place for high quality research work, data cleaning, visualization, and academic writing. 🎖️ 3+ years of experience 🏆 Top-Rated Upwork talent 🥇 Economics & Data Science Expert 💯 100% Job Success Score ⭐️ All 5-star reviews ⏱️ 100+ hours worked 💼 10+ completed jobs ☑️ Identity verified 🚀 Think tanks, non-profits, and academia expertise I can help you clean real-world messy datasets, analyse them in your programming language of choice with machine learning tools, illustrated with stunning visualizations, insightful interpretation, and extensive report and/or academic writing. I have diverse expertise conducting research and data analysis in social sciences, applied mathematics, markets, and firms. I have worked with academic scholars, industry professionals, entrepreneurs, consultants, businesses, non-profit organizations, and think tanks. Here’s more on what I bring to the table: ✅ A deep understanding of the complete research cycle ranging from writing strong elaborate proposals to publication-ready manuscripts. ✅ Constant gauging of industry-relevant trends and mastery of modern tools ✅ A proven and reliable process to deliver tailored results with plenty of room for feedback and reiteration. Skills: ✅ Data Analytics: Python, R, SQL, SPSS, Excel (with macros), ArcGIS/QGIS ✅ Machine Learning: Libraries (Pandas, NumPy, Matplotlib, Seaborn, PyTorch, TensorFlow, Supervised & Unsupervised Learning) ✅ Fields: Economics, Political Science, Sociology, International Relations, Applied Mathematics, Statistics ✅ Academic Research: Literature Review, Problem/Hypothesis Scoping, Data Cleaning & Analysis, Reporting, Writing, Proofreading ✅ Non-Academic Research: Industry Standard Writing, Report Writing (for specific audiences), Presentation Formatting I can work independently with minimal supervision as well as in a team. I’m also able to work with flexible hours, constant availability, and across different timezones. Let’s connect to discuss how I can be of help to you. ✅ Hire me now or invite me to your job posting. ✅ Message me and tell me about your project. Looking forward to working for you! 🤝 Ashutosh G. Top Rated Freelancer

Hey, Welcome to my profile. I am Mathematician and Statistical Data Analyst. I am a PhD. Scholar in Mathematics and I have completed my Master's degree in Mathematics and Statistics from a prestigious university. I can thereby teach you and solve your problems which helps you to understand concepts of Statistics and Probability. I am highly experienced and skilled in carrying out qualitative and quantitative data analysis for research and project works as well as providing a report and interpretation of results. I can help you with: 1) Data entry 2) Basic statistics (mean, median, mode, range, variance, standard deviation etc.) and Descriptive statistics (frequencies, descriptive and Cross tabs) 3) All types of Graphs 4) Bayesian Statistics 5) Hypothesis testing 6) Recoding variables into same and different variables and Compute Variables 7) Dummy variables, Custom Tables, Case summaries, Cross-Tabs with Clustered Bar charts 8) Correlation and Regression analysis 9) Non-Parametric tests 10) Split Cases, Multiple Response Variable Analysis 11) Factor Analysis 12) Cluster Analysis 13) Reliability Analysis 14) Mediation and Moderation Analysis 15) Different types of Regression Analysis TOOLS SPSS ,Excel, MINITAB, EViews, STATCRUNCH, RStudio, STATA, Python WHY CHOOSE ME? Quality Work. Delivery less than 24 hours. 24/7 availability Fast Response On-time delivery Customer satisfaction is priority I look forward to working with you!

I am an experienced Data and Research Analyst with a strong background in quantitative and qualitative analysis, academic writing, and data management. I specialize in transforming complex datasets into clear, actionable insights for research, academic, and business projects. Key Expertise Quantitative Analysis: Skilled in SPSS, Stata, and advanced statistical modeling, including Quantile Regression, hypothesis testing, and APA-style reporting. Delivered projects such as Quantile Regression Analysis of Gender Wage Gape, Emotional Stroop Test analysis and economic trend evaluations. Qualitative Analysis: Proficient in NVivo, MAXQDA, and thematic coding for narrative research. Completed in-depth theme analysis for projects like Institutional resilience, and PhD-level research studies. Academic Writing & Reporting: Expert in crafting abstracts, conclusions, and summaries for academic reports, ensuring clarity and adherence to scholarly standards. Data Management & Cleanup: Experienced in Excel transcription cleanup, data preparation, and visualization for accurate and efficient analysis. Research & Economic Analysis: Delivered comprehensive reports on topics such as recession analysis, gender wage gap studies, and behavioral research. Tools & Software: SPSS | Stata | NVivo | MAXQDA | Excel I help clients achieve high-quality research outputs through rigorous methodologies, precise statistical interpretation, and well-structured reporting. Whether you need quantitative modeling, qualitative coding, or academic summaries, I provide reliable, timely, and professional results tailored to your project goals.

📊 I hold a PhD in Economics with expertise in empirical econometrics, complemented by five years of professional experience in economic analysis and data analytics. My background also includes extensive work in time series forecasting and machine learning applications. 📈 I have collaborated with professionals across the stock market and betting industries to deliver projects forecasting stock market indices and soccer outcomes. 🛠 Technical Skills & Expertise: ✅ Data Analysis: Proficient in data processing, cleaning, and exploratory data analysis using pandas and numpy to derive actionable insights. ✅ Data Visualization: Skilled in effectively communicating findings through tools such as matplotlib, seaborn, and interactive tools such as Streamlit. ✅ Machine Learning: Experienced in creating Machine Learning forecasts and reports using various packages, including scikit-Learn, keras, and statsmodels. ✅ Econometrics: Demonstrated academic success in empirical econometric projects, specializing in causal inference with panel data and employing models such as propensity score matching and difference-in-differences, as well as time series forecasting models (ARIMA/VAR). ✅ Research: Experienced in conducting rigorous empirical research in economics, applying statistical and econometric methods to analyze large datasets. Skilled in extracting meaningful insights and translating them into actionable economic conclusions. Published in peer-reviewed journals on firms' competitiveness. Also experienced in academic writing and research dissemination.