SPSS Descriptive Statistics Expert

@proffesor1

Hello, I work with SPSS 10+ years for data analysis (please check my profile) and could help you with any descriptive analysis. I have worked with different data and could handle effectively both numeric and categorical data. I could suggest the best tests and approaches to analyse data and test hypotheses/answer research questions. I'll provide a comprehensive report with tables and charts according to all academic standards with clear results description and summary. I could start today evening or tomorrow. Please let me know if you are interested in my services. Regards, Alex.

@HelpingHut

Descriptive statistics on mixed datasets requires careful attention to data structure, appropriate summary measures for each variable type, and proper interpretation of categorical versus numerical relationships. This analysis demands precision in variable classification and selection of relevant statistical outputs. Seven years of applied statistical work across academic and commercial projects has established proficiency with SPSS for exactly this type of analysis. Secondary data cleaning, univariate descriptive summaries, frequency distributions, central tendency measures, and dispersion analysis are standard deliverables. Categorical data receives proper treatment through cross-tabulations and mode calculations, while numerical variables receive complete descriptive outputs including means, medians, standard deviations, ranges, and distribution shape metrics. Deliverables include comprehensive descriptive statistics tables organized by variable type, frequency distributions with valid percentages, missing data assessments, and narrative interpretation of key findings. Output files maintain full SPSS syntax documentation for reproducibility. Data quality checks identify outliers, skewness issues, and potential coding problems before analysis proceeds. Turnitin statistical reports and detailed methodology documentation accompany all work. Timeline depends on dataset size and complexity—typically 3-5 business days for standard mixed datasets. Ready to begin immediately upon file receipt.

@ShaikhAneesa

Hello, I have thoroughly reviewed your project requirements for an expert in SPSS to conduct descriptive statistics on a mixed dataset. With a strong background in statistics and experience handling both categorical and numerical data, I am confident in my ability to meet your needs. Let's chat and discuss it further. To handle your project, I will start with a comprehensive analysis of the dataset using SPSS, ensuring accurate and insightful statistical summaries. My approach involves utilizing advanced statistical techniques and tools to derive meaningful insights from the data. I will deliver detailed descriptive statistics and insightful summaries of the mixed dataset, providing valuable insights for your analysis. Before signing-off my bid, I would like to ask a question, i.e., how would you prefer the results of the descriptive statistics to be presented? Best Regards, Aneesa.

@sumbali

HI I AM AVAILABLE FOR YOUR PROJECT CAN WE DISCUSS ITS UNDER YOUR BUDGET AND TIMELINE I CAN SHOW MY PREVIOUS WORK AS WELL.

@eldadshericks

I am a Data Analyst by practice, and by using SPSS, I can help you discover facts from your pool of data. I run both quantitative and qualitative analyses professionally. I conduct a comprehensive descriptive analysis of the data, providing summaries and measures of central tendency, dispersion, and distribution. This helps you understand the characteristics and patterns of your sample data, providing valuable insights into the variables of interest. Based on your research questions, I can perform appropriate inferential statistical tests, such as t-tests, ANOVA, chi-square tests, correlation analysis, or regression analysis. These tests enable us to draw conclusions and make inferences about the larger population from which the sample was drawn. Additionally, I conduct predictive analytics to help forecast future trends and outcomes based on your data by applying Regression Analysis (linear and logistic), Time Series Analysis, and Machine Learning Models (Decision Trees, Neural Networks). This allows you to make data-driven decisions, optimize strategies, and anticipate future trends. Finally, I provide detailed answers to your research questions based on the results of the descriptive, inferential, and predictive statistical analyses, with visualizations, tables, and charts to support the analysis and enhance comprehension. Please get in touch so we can proceed with the project.

@HiraMahmood4072

Hello, With over 7 years of experience in Data Processing, SPSS Statistics, Data Visualization, Statistical Analysis, Statistics, and Data Mining, I am well-equipped to handle your project requirements. I have carefully reviewed the project description and am confident in my ability to deliver high-quality results. To tackle this project, I will begin by thoroughly examining the mixed dataset provided, identifying the variables, and categorizing them as either categorical or numerical. Utilizing SPSS, I will then conduct comprehensive descriptive statistics, including measures of central tendency, variability, and distribution for both types of data. I will also generate visual representations to aid in data interpretation and analysis. My approach will involve meticulous attention to detail to ensure the accuracy and reliability of the statistical summaries produced. I am committed to delivering insightful insights that will meet your expectations and contribute valuable findings to your research. I would appreciate the opportunity to discuss the project further in chat to understand your specific requirements and objectives. Please feel free to connect so we can delve deeper into the details. You can visit my Profile: https://www.freelancer.com/u/HiraMahmood4072 Thank you.

@tangramua

Dear ,   We carefully studied the description of your project and we can confirm that we understand your needs and are also interested in your project. Our team has the necessary resources to start your project as soon as possible and complete it in a very short time.   We are 25 years in this business and our technical specialists have strong experience in Data Processing, Statistics, Data Mining, Statistical Analysis, SPSS Statistics, Data Visualization, Data Analysis, Data Management and other technologies relevant to your project.   Please, review our profile https://www.freelancer.com/u/tangramua where you can find detailed information about our company, our portfolio, and the client's recent reviews.   Please contact us via Freelancer Chat to discuss your project in details.    Best regards, Sales department Tangram Canada Inc.     

@arwamoizds

Hi, I’ve worked on similar secondary datasets where the real challenge was not running the statistics, but preparing the data correctly so the outputs were meaningful and publication ready. I’ve 8+ years of experience in SPSS, statistical analysis, and academic research support, with strong expertise in handling mixed datasets involving both categorical and numerical variables. My work includes data cleaning, variable coding, frequency distributions, cross tabulations, measures of central tendency, dispersion analysis, and clear interpretation of outputs. My approach is to first review and structure your dataset carefully, ensuring correct variable labeling and handling of missing or inconsistent entries. I then perform the required descriptive statistics, ensuring outputs are accurate, clearly organized, and easy to interpret. If needed, I also provide brief explanations so you can confidently use the results in reports or research papers. I maintain strict accuracy standards and ensure results are clean, well formatted, and ready for academic or professional use. Your satisfaction is my guarantee! Just message me & consider your project is done. Thank You, Arwa M.

@tbrifki64

Hi there, I would like to assist you. Kindly advise me for further instructions. Thank you very much. I will be waiting for your message.

@KolmanOuassou

Hi, I am a data analyst/statistician and Economist with more than 6 years of experience. I can do your project, Please take time to check my profile and then you decide to contact me.

@muratalper99

I have a PhD in statistics with vast experience in studying data and running various statistical analyses using SPSS. I can provide all insights and pattern of the data. You can check all assessments privided bu employers in my freelancer account

@moizdzo3l

Hi, Clear, accurate summaries that turn mixed data into meaningful insights are what make analysis truly useful. I will run descriptive statistics on your dataset in SPSS, handling both categorical and numerical variables with precise outputs that make interpretation straightforward and reliable. 1. accurate statistical summaries that support confident decision-making 2. clean, well-structured outputs for easy reporting and review 3. consistent handling of mixed data for dependable results I bring 6 years of experience working with SPSS and statistical analysis. I handle frequency distributions, cross-tabulations, measures of central tendency, and dispersion while ensuring data is cleaned and properly coded before analysis. I also create visual summaries and can format results for reports or presentations if needed. The bid price is tentative; let’s connect over chat to discuss the project, exchange sample works, and go over the budget in more detail. Moiz H.

@Freelancersedo

Hello, I can help with your SPSS descriptive statistics project and deliver accurate, insightful analysis of your mixed dataset. I have strong experience working with both categorical and numerical variables, including secondary datasets, and can provide clear summaries such as frequencies, percentages, means, medians, standard deviations, cross-tabs, and well-formatted tables/charts where needed. I pay close attention to data quality and interpretation to ensure reliable results. Kindly contact me so that we can discuss more about it. Thank you.

@assignsolver

Descriptive statistics on mixed datasets require precise handling of categorical-numerical integration and meaningful summarization—this proposal addresses that directly. With 15+ years of statistical analysis experience and demonstrated proficiency in SPSS, I've completed numerous secondary data analyses across academic, financial, and research domains. The approach here involves data validation, frequency distributions for categorical variables, and descriptive measures (mean, median, standard deviation, skewness) for numerical data. Cross-tabulation and visual representations ensure the output communicates patterns effectively. Secondary datasets often contain missing values and inconsistent coding—these are handled systematically to maintain analytical integrity. Deliverables include SPSS output files, a detailed statistical summary report with interpretation, and visualization of key findings. All analysis follows standard statistical protocols with clear documentation of methodology and assumptions. Timeline depends on dataset size, but typical mixed datasets are completed within 3-5 days. Ready to begin immediately upon data upload. Previous projects available for review upon request.

@GameOfWords

As an experienced and versatile freelancer, I'd like to offer my unique skillset to your project. Although my background is mainly in writing, my deep understanding of statistics perfectly complements your SPSS descriptive statistics needs. Having worked on numerous research projects, I'm well-versed in handling both categorical and numerical data - a crucial requirement for our project. My proficiency in SPSS coupled with a keen eye for detail guarantees that the resulting summaries will be accurate, insightful, and aligned with your expectations. Through my previous projects, including analyzing mixed datasets, I have developed a knack for delivering outputs that meet or exceed client needs. Furthermore, I understand the value of secondary datasets in research and the need for rigorous analysis. My almost decade-long career as a professional writer has cultivated strong analytical skills that allow me to turn complex data into clear and concise insights. With me working on your project, you can rest assured that you'll receive high-quality work that is accurate, engaging, and ready for use. Let's connect and help shape your dataset into meaningful conclusions.

@Nada100200

I can provide precise, publication-quality descriptive statistical analysis using IBM SPSS Statistics, working seamlessly with mixed datasets (categorical and numerical) from secondary sources; I will clean and structure your data, handle missing values appropriately, and generate clear summaries including frequencies, cross-tabulations, measures of central tendency and dispersion, and well-formatted tables/graphs ready for reports or academic use, along with concise interpretations of key patterns and insights; I’ve previously completed similar projects involving healthcare survey data and socioeconomic datasets where I delivered SPSS output files (.sav/.spv), Excel summaries, and written reports tailored for decision-making and research publication, and I ensure high accuracy, consistency, and reproducibility throughout the analysis.

@SolutionMart

Descriptive statistics on mixed datasets require precision in handling categorical frequencies, cross-tabulations, and numerical summaries without conflating measurement levels. Secondary data introduces additional complexity—missing value patterns, coding inconsistencies, and documentation gaps often compromise analysis quality. My approach addresses these directly. The dataset will be cleaned, recoded where necessary, and analyzed systematically using SPSS to generate frequency distributions, descriptive measures (mean, median, standard deviation, skewness), and categorical summaries. Cross-tabulation and visual outputs will clarify relationships between variables. All procedures are documented transparently so findings remain reproducible. Previous work includes statistical analysis across health research datasets, economic surveys, and social science secondary data. Each project delivered cleaned datasets, comprehensive descriptive tables, and interpretive summaries formatted for publication or presentation. Turnitin reports and full documentation are standard deliverables. Deliverables include cleaned dataset, SPSS output files, summary tables, and a written interpretation of key patterns. Timeline and revisions are flexible based on dataset size.

@aqsaishrat

Heyyy, Your dataset can be transformed into clear, meaningful insights with accurate descriptive statistics that make both categorical and numerical data easy to interpret. A structured SPSS analysis will help you understand patterns, distributions, and key trends for better decision-making. With 8 years of expertise in statistical analysis and SPSS, data is handled with precision to deliver reliable and well-organized results. 1. Clean descriptive statistics output 2. Analysis of categorical and numerical data 3. Tables and summaries for clarity 4. Accurate interpretation of results Let’s turn your data into insights that actually add value to your work. For further discussion, the budget will be discussed in chat to align with your project scope and expectations. Warm Regads Aqsa I.

@FineIdeas

Descriptive statistics on mixed datasets requires careful handling of categorical and numerical variables—each demands different analytical approaches and presentation formats. Secondary data introduces additional layers of validation and cleaning before analysis can proceed. My experience spans 5 years of statistical work using SPSS, with demonstrated proficiency in handling both categorical and numerical data types. I've completed extensive descriptive statistics projects involving frequency distributions, cross-tabulations, measures of central tendency, dispersion analysis, and data validation on secondary datasets. This includes proper coding verification, missing data assessment, and outlier detection before producing summary statistics. For your mixed dataset, I'll deliver frequency tables, descriptive summaries, and appropriate visualizations based on variable types. All outputs include SPSS syntax documentation for full transparency and reproducibility. Turnitin reports and detailed methodology documentation are included with every deliverable. Ready to begin immediately upon dataset access. Timeline and final deliverables can be discussed based on dataset size and complexity.