SPSS Analysis for Two Groups

@arwamoizds

Hey, I can assist you in your project of publication-ready analysis comparing two independent groups. I am a professional research writer with experience of more than 8 years and within this tenure, I have done many projects that includes: • Essay writing, literature review & effective proofreading of academic reports • Thesis & dissertation • Case studies • Reflective essays • Journal papers along with the publishing (IEEE, SCOPUS, SSCI, Academia, Research gate) • Statistical analysis (SPSS, Nvivo) I will provide you content that will be formal & unbiased, clear & precise, focused & well structured, free from plagiarism as per the facts, figures & your professor guideline which is highly research based from authentic sources that will be analytical, persuasive & reflective with correct punctuation. I have experience about qualitative, quantitative & different referencing style like MLA, AAA, APA, IEEE, Chicago, Harvard, OSCOLA and many more depends on your work requirement. Let’s come over a chat so I can share my samples with you & we can discuss further Thanks.

@geologistt

As a proficient and experienced research professional, I am well-versed in using SPSS for data analysis, which falls in line with the requirements of your project. I can efficiently compute descriptive statistics, run normality tests on continuous variables, perform Mann-Whitney U tests for non-normal data, and use Chi-square for categorical variables. Rest assured, all analyses will be clean, comprehensive, and appropriate for your scholarly write-up. Over my decade-long career at A2Z Research Consultants, my primary focus has been to provide exceptional quality outputs that meet the rigorous standards of academic publication. My skills span across various statistical analysis tools including SPSS, ANOVA, MANOVA, NVivo, Python, and R. Furthermore, I take pride in my attention to detail and ability to produce accurate results with a keen research mindset. Lastly, I understand the importance of delivering well-documented outputs for seamless integration into your academic work. As such, I assure you that the deliverables from this project will include not only the precise SPSS output file but also the syntax employed and a brief yet insightful note on key findings. With me as part of your team on this project, you can propel your research forward with confidence in accurate and effective statistical analysis. Let's make this happen!

@ShaikhAneesa

Hi there, I understand you need a publication-ready SPSS analysis of Likert-scale survey data comparing two independent groups, including descriptive statistics, normality testing, Mann-Whitney U tests, and Chi-square analyses. I am confident I can deliver a rigorous, academically sound analysis suitable for journal submission or dissertation use. My approach will be to first review and clean the dataset, verify coding, identify variable types, and assess data quality. I will then generate group-wise descriptive statistics (mean, standard deviation, variance), perform normality testing for all continuous variables, and apply the appropriate inferential tests. For non-normally distributed variables, I will conduct Mann-Whitney U tests with full interpretation, while categorical variables will be analyzed using Chi-square tests. All outputs will be checked for accuracy and presented following academic reporting standards. The deliverable will include the SPSS output file (.spv), fully documented SPSS syntax (.sps), publication-ready tables, and a concise findings summary highlighting statistically significant results, effect interpretations, and key conclusions that can be incorporated directly into your manuscript. Could you share the sample size, number of variables, and whether you require reporting in APA style or a specific journal format? I’m ready to start immediately. Warm Regards, Aneesa.

@DevBenchHQ

I am PH.D Writer, Editor 12+ years, And would have no problem providing you with the HIGH-Quality work you need. All my work is 100% my own and never Copied, Spun or Plagiarized, so you won’t have to worry about that at all. My three core values are EFFICIENCY, QUALITY, and EXPERTISE. I will deliver this work within the stipulated DEADLINE and a guarantee of NON-PLAGIARIZED work. Hire me, and you will get value for your money.

@aqsaishrat

Hello, I specialize in processing survey datasets, performing non-parametric and categorical comparisons, and producing publication-ready statistical outputs with clear interpretation. I will deliver: • Descriptive statistics (mean, standard deviation, variance) for each variable split by group • Normality testing for all continuous variables • Mann Whitney U tests for group comparisons where normality assumptions are violated, including effect size reporting where applicable • Chi-square tests for all relevant categorical variables with clear interpretation of significance • SPSS output file (.spv) containing all results • Complete SPSS syntax file (.sps) for full reproducibility • Brief academic summary of key findings formatted for direct inclusion in your write-up I have worked on survey datasets involving Likert-scale analysis, group comparisons, and non-parametric testing, ensuring outputs are correctly structured, statistically appropriate, and ready for publication or thesis integration. Regards, Aqsa.

@HelpingHut

Publication-ready SPSS analysis requires precise handling of assumption testing before selecting appropriate inferential statistics—a step many analysts rush. This project demands methodological rigor across multiple test families. The workflow here is straightforward: descriptive statistics by group, normality assessment via Shapiro-Wilk or Kolmogorov-Smirnov, then conditional testing. Non-normal continuous variables route to Mann-Whitney U; categorical items to Chi-square. Each decision gets documented in syntax for reproducibility and peer review scrutiny. Deliverables will include the complete .spv output file, annotated SPSS syntax showing all procedures, and a findings summary structured for direct integration into the results section. Key statistics—test names, degrees of freedom, p-values, effect sizes—will be presented in academic format ready for publication standards. Turnaround is rapid with Turnitin reports included. The analysis assumes clean data entry; if recoding or missing value handling is needed, that gets flagged upfront.

@iwebphpdeveloper

Hello, This sounds like a great fit. I can handle your SPSS analysis in a clean, publication-ready format with a focus on accuracy and academic reporting standards. I’ll generate descriptive statistics (mean, SD, variance) for both groups, run normality tests for all relevant variables, and apply Mann–Whitney U tests where assumptions are not met. For categorical variables, I’ll conduct Chi-square analyses and ensure results are clearly structured for interpretation. Along with the analysis, I’ll provide the SPSS output file (.spv), full syntax used for reproducibility, and a concise summary of key findings written in a way that can be directly inserted into your academic paper. Happy to proceed once you share the dataset and any specific grouping or variable details. Best Regards, Abhijeet

@citijayamala

1. I am an expert in Statistics, Regression analysis, Linear regression analysis, p value, ANOVAs, etc. I use excel and other statistical software like SPSS, STATA, E-views for data analysis and statistical analysis based on client requirement. 2. Have done many projects in statistics using SPSS, STATA, E-views. I read your project and sure I can handle your project. 3. Your project will be delivered on time with high standard 4. Assistance will be provided with number of clarifications until client satisfaction 5. I will provide assistance even after the payment. And will maintain data (content) security.

@EightVeer

Hi there, We will analyze your survey dataset in SPSS with a publication-ready workflow: group-wise descriptive statistics, normality tests for each continuous variable, Mann–Whitney U tests where assumptions are not met, and Chi-square tests for categorical items. We will also provide the .spv output file, the SPSS syntax used, and a concise findings note tied to the reported statistics and p-values. Our initial assumption is that the two independent groups are already coded in the dataset and that the Likert items are ready for analysis. One point to confirm is the exact grouping variable and which items should be treated as continuous versus categorical so the output, syntax, and write-up note align cleanly with your academic report. Best Regards, 8veer

@Statxn

السلام عليكم I am an experienced statistician and SPSS user with extensive experience in survey data analysis and academic research. I can deliver: Descriptive statistics by group; Normality tests; Mann–Whitney U tests; Chi-square analyses; SPSS output (.spv), syntax file, and a concise publication-ready summary of findings. I guarantee accurate, well-documented, and academically rigorous results. Best regards.

@lilliiand

Hi, I can confidently assist you in analyzing your survey dataset in SPSS and preparing publication-ready results for your research project. I have experience working with Likert-scale survey data and can provide descriptive statistics (mean, standard deviation, variance), normality testing, Mann–Whitney U tests for non-normal variables, and Chi-square analyses for categorical items. I will also deliver the SPSS output file (.spv), complete syntax, and a concise summary of key findings written in an academic format that you can directly use in your paper. Before we begin, I have two questions: 1. How many variables and survey responses are included in the dataset? 2. Do you already have the two comparison groups defined, or should I identify and code them from the data? I focus on accuracy, clear reporting, and research-quality results suitable for publication. Thanks.

@PrimoSkill11

Expert Research Writer | Business & Financial Consultant | Data Analyst | SPSS & Statistic Analysis Welcome to my profile! I’m Maryam B., a seasoned freelancer with over 8 years of experience delivering high-quality research writing, business planning, and data analysis services. With a proven track record of success, 5-star ratings, and 49+ positive reviews, I am trusted by clients for excellence and reliability. ✅ Research Writing Published in top-tier journals (ScienceDirect, Scopus) Proficient in academic & professional writing with expertise in APA, MLA, IEEE, OSCOLA, Harvard ✅ Business & Financial Planning Skilled in business plans, financial modeling, market research, and strategy development ✅ SPSS & Data Analysis Expert in statistical testing, data interpretation, and visualization using SPSS ✅ Data Analysis & Visualization Proficient in Excel and presentation design for impactful data storytelling ✅ Business Documentation Experienced in company profiles, proposals, feasibility studies, and investor presentations ✅ Resume Writing Crafts tailored, industry-specific resumes and cover letters that highlight client strengths I am committed to client satisfaction, offering polished, error-free work with timely revisions. Let's collaborate to achieve your goals!

@khaliduom103

‎Hi i am an experienced SPSS/python/Matlab developer with PhD in applied mathematics and data analyst.I can help you paper redesigning with statistical analysis SPSS,Matlab/python coding, optimization, numerical analysis،simulation and stock data prediction of the stock data. ‎

@GdevDataSceince

Hi there, I am delighted to present for providing SPSS data analysis and consulting services to help you gain valuable insights from your data and make informed decisions. I am of experienced data analysts and SPSS experts who are dedicated to delivering accurate and insightful data analysis solutions. Assisting with data collection and preparation to ensure the data is clean, organized, and ready for analysis in SPSS. Conducting a wide range of statistical analyses, including descriptive statistics, inferential statistics, regression analysis, ANOVA, and more. Identifying patterns, correlations, and trends within your data using SPSS. Creating visually appealing charts and graphs to present survey results effectively. https://www.freelancer.com.bd/u/GdevDataSceince My commitment to client satisfaction is unwavering. Throughout the development process, I prioritize open communication, responsiveness, and collaboration. Welcome feedback and are always ready to address any concerns or modifications you may require. Regards @GdevDataSceince

@koolvishruth

With over 7 years of experience in data-driven fields, I bring a deep expertise in both data analysis and visualization, making me the perfect fit for your SPSS project. Having worked on more than 125 similar projects successfully, I understand the importance of not just producing clean and accurate results but also presenting them in a clear and publication-ready format. This aligns perfectly with your requirements. I am highly proficient in SPSS and statistical modelling, skills that will enable me to effortlessly create descriptive statistics for each group as well as perform accurate Mann-Whitney U tests where normality is not met.

@MZITSERVICES

Hi there, I am A.R.M. MASUD with a strong background in data science. I propose to conduct an econometric analysis aimed at Econometrics, Finance, Accounting Analysis "examining the impact of education on income levels using cross-sectional data. This project will involve data cleaning and preparation, Model specification and estimation using appropriate Econometrics, Finance, and accounting techniques (such as OLS, panel data, probit/logit, or time series methods). Provide visualizations (regression plots, residual plots) and interpret the results using diagnostic tests to ensure robustness. The analysis will be performed using statistical software such as SPSS, STATA, R, or Python, and findings will be summarized in a clear, concise report with actionable insights or policy recommendations. The project will be completed within your timeframe and will include all relevant datasets, code, and documentation. https://www.freelancer.com.bd/projects/excel/Finance-Excel-Sheet-Population/reviews https://www.freelancer.com.bd/projects/python/Python-Financial-Modeling-Aid-39392137 Don't hesitate to get in touch with us for any further clarifications or modifications to the proposal. Thanks A.R.M MASUD

@mohjib092

Hi i can do it , I can run the full SPSS analysis for your two-group Likert survey dataset, including descriptives, normality tests, Mann–Whitney U, Chi-square tests, syntax, .spv output, and a publication-ready findings note; delivery in 24 hours ,

@mobasherreza10

As an adaptable and multi-skilled professional, I bring valuable expertise to your SPSS analysis needs. Although my profile primarily emphasizes branding, design, and software development with a focus on DevOps, my experience extends broadly into the realm of data analysis and visualization. I have hands-on familiarity with statistical techniques encompassing Mann–Whitney U tests, Chi-square analysis, and normality tests - the very analyses you require for your two independent groups' dataset. Besides proficiency in using SPSS for producing descriptive statistics, I possess a deep understanding of generating clean, precise output files with accompanying syntaxes to ensure replicable research. I've developed this meticulous approach through my work as a Technical Writer where precision was key in conveying scientific findings accurately. Given that you seek publication-ready output, my ability to provide a clear-note highlighting key findings will undoubtedly prove extremely useful.

@snehamehta525

Hello, I can analyse your survey dataset in SPSS and provide publication-ready results with complete accuracy. The analysis will include descriptive statistics, normality testing, Mann–Whitney U tests for non-normal variables, and Chi-square tests for categorical items. You will receive the SPSS output file (.spv), syntax file (.sps), and a concise summary of key findings suitable for academic reporting. I have experience working with research data and understand the importance of statistically sound results for publication. Best regards Sneh