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I have a clean survey dataset ready in .sav format and I need a fast, accurate descriptive‐statistics run in IBM SPSS. Specifically, I want: • Mean and standard deviation for all scaled items • Frequency distributions for categorical questions • Crosstabulations where relevant (e.g., demographic variables against key responses) . Data Screening & Cleaning — Missing data, outliers, normality, linearity, multicollinearity Descriptive Statistics — Demographics + composite variable summaries Reliability & Construct Validity — Cronbach's α, KMO, Bartlett's, EFA with factor loadings Correlation Analysis — Pearson matrix for all 5 constructs Multiple Regression — H1, H2, H6 with R², β, VIF Moderated Regression (MMR) — H3, H4, H5 with ΔR², interaction terms, and simple slopes plots Please return the SPSS output tables, the syntax file so I can replicate the work, and a brief written summary highlighting any notable patterns you see. Speed is important—if you can turn this around quickly without sacrificing accuracy, you’re the perfect fit.
Project ID: 40475863
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33 freelancers are bidding on average $7 USD/hour for this job

Drawing from my extensive experience as a Data Science and Machine Learning professional, I am confident in my ability to provide you with the precise and expedient SPSS analysis you need. Having worked for over 5 years with clients ranging across various industries, I've developed an acuity for delivering results across the complete life cycle of Data Science projects – from data cleaning, screening, and analysis, to interpretation and presentation. My proficiencies are not limited to only using SPSS - I'm equally adept at Python and R which gives me an exceptional level of versatility in my work. This particular skill set allows me to build integrated systems for advanced analytics tailored precisely to your project's specific needs. For instance, I can find correlations, run multiple regressions with interactions efficiently. I completely understand the urgency of this project. Having served 180+ clients to their utmost satisfaction, I pride myself on delivering top-notch results within tight deadlines without compromising on accuracy or quality. At the end of this project, you can expect a comprehensive report consisting of explanatory SPSS output tables, syntax files, and noteworthypatterns. Let's get started on unlocking valuable insights from your survey dataset!
$5 USD in 40 days
7.6
7.6

As a seasoned data analyst and SPSS expert, I understand just how crucial accuracy and speed are in descriptive-statistics runs such as the one you need. With over 5 years of experience in utilizing SPSS and conducting thorough analyses, I have honed my skills in managing large datasets, performing complex computations, and ensuring precise results. Additionally, I am well-versed in identifying and cleaning any possible data anomalies such as missing value imputation, outlier treatment, and ensuring data normality for thorough reliability and construct validity testing. When it comes to your project’s specific requirements, be it computing
$7 USD in 40 days
6.9
6.9

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.
$5 USD in 40 days
6.2
6.2

Hi, "SPSS data analysis is right in my wheelhouse." I’d love to help you run fast and accurate descriptive statistics on your clean .sav survey dataset using IBM SPSS while ensuring the results are clearly organized and easy to interpret. I can handle frequency tables, descriptive summaries, cross-tabulations, charts, and any other statistical outputs you need with careful attention to accuracy and formatting. I’ll make sure the analysis is completed efficiently and delivered in a professional, well-structured format. My focus is on providing reliable SPSS results with clear reporting so you can confidently use the findings for your research, academic work, or business project. Feel free to share the dataset and specific statistical requirements to get started. Regards, Arwa...
$5 USD in 40 days
5.5
5.5

I have a PhD in statistics. I am expert in SPSS. I can run all statistical methods presented in the description of the project. I can provide all output files. I can submit all results in 2 days.
$8 USD in 12 days
5.5
5.5

I understand you need urgent descriptive statistics, data screening, and preliminary analysis from your clean .sav survey dataset using IBM SPSS. I've successfully completed similar SPSS analysis projects, including running Cronbach's alpha and Exploratory Factor Analysis to assess construct validity for survey data within tight deadlines. I will deliver a comprehensive SPSS output file detailing mean and standard deviation for all scaled items, frequency distributions for categorical questions, and relevant crosstabulations. This will include thorough data screening for missing values, outliers, normality, linearity, and multicollinearity. I'll also provide descriptive statistics for demographics and composite variables, along with Cronbach's alpha, KMO, Bartlett's test, and EFA with factor loadings, and correlation matrices. For the crosstabulations, should I prioritize specific demographic variables against all key response categories, or are there particular demographic-response pairings you deem most critical for initial exploration? Ready to start as soon as you confirm scope.
$25 USD in 7 days
5.2
5.2

Affordable, Early Delivery. ★★★★★★★★★★★★★★I hold a Masters degree which gives me the requisite background to handle writing from various subjects. I am a highly committed person towards my work. You can rely on QualityXenter for quality and consistency in writing. We never violate copyright rules. I have vast amount of experience in this industry since I am working from 2015 as a professional writer. I provide many modifications till to get your satisfactions. I have access to enough journals to use in your research project. I always produce quality work at VERY LOW RATES so, don't worry if you have a low budget for your work, I will be very happy to make a new client like you. I am producing quality work for my clients including ARTICLE WRITING, REPORT WRITING, ESSAY WRITING, RESEARCH PAPERS, BUSINESS PLAN, TECHNICAL WRITING, MATLAB, THESIS, ACCOUNTING & FINANCE work ETC. Go through my profile link https://www.freelancer.com/u/qualityxenter
$5 USD in 1 day
4.7
4.7

Hello, I’m interested in assisting with your urgent SPSS analysis project. I’m experienced with survey-data analysis in SPSS and can deliver accurate statistical outputs along with clear interpretation and fully reproducible syntax files. I can handle the complete workflow, including data screening and cleaning, descriptive statistics, reliability and validity testing, exploratory factor analysis, Pearson correlations, multiple regression, and moderated regression analysis with interaction terms, ΔR² interpretation, VIF checks, and simple slopes plots. I’ll also review assumptions such as missing data, outliers, normality, linearity, and multicollinearity to ensure the analyses are statistically sound. You will receive organized SPSS output tables, the full syntax file for replication, and a concise written summary explaining key findings, trends, and notable relationships in the data. I’m comfortable working under tight deadlines and can prioritize both speed and accuracy.
$5 USD in 40 days
4.5
4.5

Hi there, I'm Hossam Khater, a seasoned Biostatistician with fluency in tools like SPSS and R programming, and your survey data sounds like an exciting project I'd love to tackle. I've got ample experience in carrying out detailed statistical analyses, starting from basic descriptive statistics to advanced modeling, while ensuring all variables are diligently screened for anomalies like missing data, outliers, and multicollinearity. To me, efficiency is as crucial as accuracy. Aware of the demanding timelines of your work, I assure you that I can deliver comprehensive SPSS tables accompanied by an easily replicable syntax file without compromising on precision. Alongside this, I'll provide a succinct write-up outlining any important observations derived from the data. Hit up my chat so we can discuss and solidify a timeline for your project. Best wishes, Hossam Khater
$5 USD in 20 days
4.6
4.6

Hello, Would you like the analysis to focus more on interpretation of results or strictly clean SPSS output with minimal commentary for your reporting needs? I can run fast and accurate SPSS analysis on you. SAV dataset, including descriptive statistics, reliability tests (Cronbach’s α), factor analysis (KMO & Bartlett’s), correlations, and regression models (including moderated regression), and provide clear output tables along with SPSS syntax so your work is fully reproducible. I also have experience handling academic datasets in SPSS, performing full statistical analysis workflows including data screening, assumption testing, regression modeling, and presenting results in a clean, publication-ready format with concise summaries of key findings. Please join me in the chat to discuss the project in detail, finalize it, and begin working on it promptly. MoIz
$5 USD in 40 days
4.6
4.6

Hello, I am interested in assisting with your SPSS statistical analysis project. I have strong experience in IBM SPSS, quantitative research, and academic data analysis, and I can deliver accurate results quickly while maintaining high analytical standards. I can perform: • Data screening and cleaning (missing data, outliers, normality, linearity, multicollinearity) • Descriptive statistics (means, SDs, frequencies, demographics) • Reliability and validity testing (Cronbach’s Alpha, KMO, Bartlett’s, EFA) • Pearson correlation matrix for all constructs • Multiple regression analysis with R², β, and VIF • Moderated regression (MMR) including interaction terms, ΔR², and simple slopes plots • Crosstabulations for demographic and response variables Deliverables: • Complete SPSS output tables • SPSS syntax file for replication • Brief interpretation summary of key findings • Clean and organized results ready for reporting I am detail-oriented, highly responsive, and experienced in academic statistical reporting and hypothesis testing. Kindly share the .sav dataset, hypotheses, and variable definitions so we can begin immediately. Thank you!
$5 USD in 40 days
5.0
5.0

Hi, I’m a research analyst with 15+ years of experience working with IBM SPSS for academic, business, and survey-based statistical analysis. I can perform the complete analysis workflow for your .sav dataset, including data screening, descriptive statistics, reliability testing, validity analysis, correlation matrices, multiple regression, and moderated regression with properly interpreted outputs and organised reporting. I’m experienced with Cronbach’s alpha, KMO/Bartlett’s testing, EFA, VIF diagnostics, interaction-term modelling, simple slopes analysis, and SPSS syntax preparation for reproducibility. You’ll receive clean SPSS output files, editable syntax files, and a concise written summary explaining key findings, trends, and statistical insights with accuracy and quick turnaround as priorities.
$5 USD in 40 days
5.0
5.0

Hi, I can quickly and accurately process your .sav survey dataset using IBM SPSS to deliver the complete statistical output, syntax file, and a detailed written summary highlighting key patterns. While my primary expertise is in complex data architecture and Python, I handle rigorous statistical logic, data screening, and mathematical modeling daily. I recently developed a custom deterministic data scoring engine using Python and PostgreSQL for high-stakes environments where strict accuracy, data validation, and complex logical operations were non-negotiable. I will apply this same strict analytical rigor to your SPSS dataset. I will ensure your data cleaning, EFA factor loadings, Pearson correlations, multiple regressions, and MMR simple slopes are executed perfectly without missing any outliers or multicollinearity issues. You can view my complete portfolio and data handling case studies here: freelancer.com/u/microlent Let us connect so you can share the dataset and I can start running the syntax immediately to meet your fast turnaround. Best, Rajesh
$8 USD in 40 days
5.3
5.3

Dear Client, Greetings!!!!!!! I have gone through your initial project information of performing fast, accurate descriptive‐statistics run in IBM SPSS. I am glad to mention that I have extensive experience in various subjects in academic writing including Management, HR, Marketing management, finance, law, biological and IT. I have sound knowledge of referencing and citations at the end of academic assignment including the form of APA, MLA, Harvard, Oxford etc. Can you please open your Message box so we can move ahead with further requirements of this project? Please provide us details of topics and subject so we can prove our potential in your project. I make sure that you will not get failed in your submission. Regards Bharti
$5 USD in 40 days
4.8
4.8

Hello, As a result of a detailed review of your project requirements, I fully understand the scope and expectations. I have experience running survey-data analysis in IBM SPSS, including descriptive statistics, reliability testing, EFA, correlation, regression, and moderated regression. I bring strong expertise in SPSS Statistics, Statistical Analysis, Data Processing, Data Management, Linear Regression, Data Visualization, R, and survey-data interpretation. One of the key challenges in projects like this is keeping the analysis replicable and accurate by using clean SPSS syntax, proper screening steps, valid construct checks, and clearly labelled output tables. I can run missing-data, outlier, normality, linearity, and multicollinearity checks, then produce descriptives, Cronbach’s alpha, KMO/Bartlett’s, EFA, Pearson correlations, multiple regression, MMR interaction models, and simple slopes plots. I have a couple of quick questions. • Do you already have the 5 construct variable groupings defined? • Should the written summary follow APA-style reporting? I would be glad to discuss further details and am ready to start immediately. Looking forward to hearing from you. Best regards, Carlos.
$5 USD in 40 days
3.7
3.7

As a Technical Specialist with robust skills in Data Processing and Visualization, I would be the perfect fit for your Urgent SPSS Analysis project. My extensive experience in Research Writing includes statistical analysis using tools like SPSS and SmartPLS which aligns perfectly with your project requirements. I have mastered descriptive statistics with skills in data screening, cleaning, reliability, construct validity, correlation, multiple regression and moderated regression. This guarantees you an accurate delivery of the specific analysis you require including mean and standard deviation for scaled items, frequency distributions for categorical questions, crosstabulations where relevant and comprehensive data screening & cleaning all within a speedy turnaround time. Furthermore, my proficiency in Python further enhances my capabilities as a Data Scientist. Your request for SPSS output tables and syntax file aligns well with my data-driven workflow as I regularly ensure my detailed analytical process is replicable to promote transparency and accessibility to my clients. You will also benefit from my experience leveraging power BI & Tableau to create insightful data visuals that provide a holistic summary of findings - a tool that would be highly beneficial for your research.
$5 USD in 40 days
3.6
3.6

Hello! I can quickly run all the analyses you need in SPSS and give you clean tables, a syntax file, and a short summary of the key findings. I will take care of everything from checking your data for missing values and outliers to running descriptive stats, reliability tests, correlations, regressions, and moderated regressions. I will make sure all your hypotheses are tested, and the results are easy to understand. Lets initiate a chat and discuss the project scope and budget in more detail. ThankYou.
$8 USD in 40 days
3.9
3.9

Hi Dear, I can help you complete the full SPSS analysis accurately and within a fast turnaround. I have experience with survey data analysis, descriptive statistics, reliability testing, correlation, regression, and moderated regression in IBM SPSS. I will provide: * SPSS output tables * Syntax file for replication * Brief written summary of key findings I can ensure accurate analysis, clean reporting, and timely delivery without compromising quality. Regards, Lily.
$5 USD in 40 days
2.8
2.8

Hi there, I can help with mean and standard deviation for all scaled items. Here's how I'll approach it: 1) Understand requirements and confirm scope 2) Implement with clean code + tests 3) Deploy with documentation Timeline: 2 day(s) | Bid: $5 I'll do a small sample/demo first — if you like it, we proceed. No risk for you. Let's discuss — I'm available right now.
$5 USD in 2 days
0.7
0.7

I will assist you with your project, delivering well-structured, high-quality work tailored to your specific needs. As a Ph.D. holder with over 7 years of experience in professional writing, I am well-versed in handling complex topics with precision and expertise. I guarantee 100% Al-free, plagiarism-free content with a free Turnitin report. With a 100% completion rate, on-time delivery, and 170+ five-star ratings, you can trust me to provide top-tier work. Let's collaborate-connect with me via my profile: https://freelancer.com/u/winsomewritiHello! I will assist you with your project, delivering well-structured, high-quality work tailored to your specific needs. As a Ph.D. holder with over 7 years of experience in professional writing, I am well-versed in handling complex topics with precision and expertise. I guarantee 100% AI-free, plagiarism-free content with a free Turnitin report. With a 100% completion rate, on-time delivery, and 170+ five-star ratings, you can trust me to provide top-tier work. Let’s collaborate—connect with me via my profile: https://freelancer.com/u/winsomewriting Best regards, Faraz
$5 USD in 1 day
0.0
0.0

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