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• SPSS Survival Manual - Practice Exercises

SPSS Survival Manual: Data files & exercises

Practice exercises.

Each part below contains practice exercises and review questions for each chapter in SPSS Survival Manual .

Part One: Getting started

Part Two: Preparing the data file

Part Three: Preliminary analyses 

Part Four: Statistical techniques to explore relationships among variables

Part Five: Statistical techniques to compare groups

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Statistical data Analysis

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• Design of surveys
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• Scales - Reliability - Cronbach's Alpha
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• Discriminant Analysis
• Sampling Methods: Random, Stratified, Cluster, etc.
• Stem and Leaf
• Normality Tests (Anderson-Darling, Kolmogorov)
• Standard Deviation
• Standard Error of the Mean
• Coefficient of variation
• Coefficient of Correlation
• Coefficient of Determination
• Least Squares Method
• Multiple Linear Regression
• Multivariate Statistical Analysis
• Logistic Regression in SPSS
• Control Charts
• Autocorrelation
• Seasonal Indexes
• Trends, cycles
• Forecasting
• Binomial Distribution
• Poisson Distribution
• Exponential Distribution
• Standard Normal Distribution
• Z-test, two independent samples
• t-test, two independent samples, paired samples
• Non-parametric Chi Square test
• One Way and Two way ANOVA
• Factorial ANOVA
• ANCOVA and MANOVA in SPSS
• Levene's Test
• Chi Square Tests
• Non-Parametric Tests

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Essentials of Social Statistics for a Diverse Society, 3e

Student resources, spss exercises.

Demonstration 1: Producing a One-Sample T Test

            In this chapter, we discussed methods of testing differences in means between a sample and a population value. SPSS includes a One-Sample T Test procedure to do this test. SPSS does not compute the test with the Z statistic; instead, it uses the t statistic to test for all mean differences. The One-Sample T Test procedure can be found under the Analyze menu choice, then under Compare Means, where it is labeled One-Sample T Test. The opening dialog box (Figure 8.1) requires that you place at least one variable in the Test Variable(s) box. Then a test value must be specified.

            We’ll use the GSS2014-B data set for this demonstration. The standard workweek is thought to be 40 hr, so let’s test to see whether American adults work that many hours each week. In this example, place HRS1 in the Test Variable(s) box and “40” in the Test Value box. Then click on OK to run the procedure.

Figure 8.1.  One-Sample T Test Dialog Box

            The output from the One-Sample T Test procedure is not very extensive (see Figure 8.2). A total of 895 people answered the question about number of hours worked per week. The mean number of hours worked is 41.47, with a standard deviation of 15.039. Below this, SPSS lists the test value, 40. It includes the two-tailed significance, or probability, for the one-sample test. This value is .004, given the calculated t statistic of 2.918, with 894 degrees of freedom. Thus, at the .01 significance level, we would reject the null hypothesis and conclude that American adults work more than 40 hr/week.

            SPSS also supplies a 95% confidence interval for the mean difference between the test value and the sample mean. Here, the confidence interval runs from .48 to 2.45, providing estimates of how much more than 40 hr/week Americans work.

Figure 8.2.  One-Sample T Test Output

Demonstration 2: Producing a Test of Mean Differences

            In this chapter, we have also discussed methods of testing differences in means or proportions between two samples (or groups). The Two-Sample T Test procedure can be found under the Analyze menu choice, then under Compare Means , where it is labeled Independent-Samples T Test .

            The opening dialog box requires that you specify various test variables (the dependent variable) and one independent or grouping variable (Figure 8.3). We’ll test the null hypothesis that men and women work the same number of hours each week by using the variable HRS1. Place that variable in the Test Variable(s) box and SEX in the Grouping Variable box. When you do so, question marks appear next to SEX indicating that you must supply two values to define the two groups (independent samples). Click on Define Groups . Then put “1” in the first box and “2” in the second box (1 = male and 2 = female ), as shown in Figure 8.4. Then click on Continue and OK to run the procedure.

Figure 8.3.  Independent-Samples T Test Dialog Box

Figure 8.4.  Define Groups Dialog Box

            The output from Independent Samples T test (Figure 8.5) is detailed and contains more information than we have reviewed in this chapter. The first part of the output displays the mean number of hours worked for Whites and Blacks, the number of respondents in each group, the standard deviation, and the standard error of the mean. We see that males worked 5.00 hr more per week than females (43.92 – 38.92 = 5.00).

Figure 8.5.  Independent-Samples T Test Output

            Earlier in the chapter, we reviewed the Levene’s Test and how to determine whether the variances of the two groups are equal. In this case, we reject the null hypothesis of equal variances (the significance of F is .027 < .05 α). The t obtained is 5.048 (equal variances not assumed) with a probability of .000 (smaller than .05 or .01). We can reject the null hypothesis of no difference and conclude that men work significantly more hours per week than women. The difference of 5.00 hr is significant at the .000 level.

            What if we wanted to do a one-tailed test instead? SPSS does not directly list the probability for a one-tailed test, but it is easy to calculate. If we had specified a directional research hypothesis--such as that men work more hours than women--we would simply take the probability reported by SPSS and divide it into half for a one-tailed test. Because the probability is so large in this case, our conclusion will be the same whether we do a one- or a two-tailed test.

            The last portion of output on each line is the 95% confidence interval for the mean difference in hours worked between the two groups. (Confidence intervals were reviewed in chapter 7.) It is helpful information when testing mean differences because the actual mean difference will vary from sample to sample. The 95% confidence interval gives us a range over which the sample mean differences are likely to vary.

SPSS Problems [GSS14SSDS-B]

1. Use the GSS file to investigate whether or not Americans use the Internet at least 7 hr per week (estimating an hour per day). Perform the One Sample T Test procedure (as presented in SPSS Demonstration 1) to do this test with the variable WWWHR. Do the test at the .01 significance level. What did you find? Do Americans use the Internet 7 hr per week, more or less?

2. The GSS includes a measure of highest educational degree completed (DEGREE). Test whether there is a significant difference between those with less than high school (coded 0) and those with a bachelor’s degree (coded 3) in the number of hours on the Internet per week (WWWHR). Assume α is .05 for a two-tailed test. Summarize your findings.

3. Investigate the difference between individuals who support legalization of marijuana from those who do not based on data from the GSS. Use the variable PRES12 as your independent or grouping variable (1 = Obama and 2 = Romney). Investigate whether there is a significant difference between these two groups in terms of their age (AGE), education (EDUC), and respondent income (NRINCOME06). Assume that α is .05 for a two-tailed test. Based on your analysis, write three Step 5–type statements summarizing your findings.

4. For this analysis, use the variable GOD as your independent variable, comparing individuals who believe in some higher power (3) or know God exists (6). Use the same dependent variables, AGE, EDUC, and NRINCOME06, to estimate t- tests. Assume α is .05 for a two-tailed test. Prepare a statement to summarize your findings.

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What Is SPSS? What Are Its Key Features And Uses/Applications

SPSS, short for the Statistical Package for the Social Sciences, is not just software; it's the secret decoder for the language of data. Crafted by IBM, SPSS is a tool preferred by researchers, statisticians, and analysts for its prowess in dissecting and making sense of data across various fields. Initially tailored for social science pursuits, SPSS finds its applications across diverse domains today. 

Key Features:

• SPSS, with its user-friendly interface, transforms complex data analysis into an accessible journey. Navigating data import, cleaning, and manipulation becomes a breeze, especially for those new to statistical analysis. 
• Its comprehensive set of statistical procedures, ranging from basic descriptive statistics to advanced analyses caters to users with varying expertise levels. 
• SPSS goes beyond historical data examination, delving into predictive analytics. Techniques like linear regression and decision trees allow users to construct and assess predictive models, adding a forward-looking dimension to data analysis. 
• Customization options and automation features bring flexibility, making SPSS a dynamic tool for tailored analyses and efficient workflows. Lastly, its robust reporting capabilities weave together statistical results, tables, and charts, simplifying findings presentation for clearer insights.

Uses/Applications:

• In the world of psychology, sociology, and political science, SPSS aids researchers in deciphering nuanced data patterns and extracting meaningful insights. 
• Market researchers find SPSS a guiding light, unraveling consumer behavior, interpreting survey data, and guiding businesses with informed decision-making.  Healthcare researchers lean on SPSS for clinical studies and epidemiological research.
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Our experts at The Statistics Assignment Help cover a comprehensive array of topics to ensure a holistic understanding and mastery of SPSS for your assignments and homework.

• Data Entry and Management: Efficient methods for entering and managing data within the SPSS environment. Techniques for cleaning and organizing datasets for accurate analysis.
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• Chi-square Tests : Application of chi-square tests to analyze categorical data and assess associations between variables.
• Graphical Representation : Proficient use of SPSS tools for creating clear and visually appealing charts and graphs to represent data findings.
• Cluster Analysis: Exploration of cluster analysis techniques to identify natural groupings within datasets.
• Time Series Analysis : Application of time series analysis to study patterns and trends within data over time.
• Multivariate Analysis of Variance (MANOVA): Understanding and implementation of MANOVA to analyze the differences between groups across multiple dependent variables.
• Logistic Regression : Application of logistic regression for modeling and predicting the probability of categorical outcomes.

Our experts go beyond these key topics, ensuring that you receive comprehensive support tailored to the specific requirements of your SPSS assignments and homework. With our guidance, you can confidently navigate the diverse facets of statistical analysis using SPSS.

Why Students Ask: Do My SPSS Assignment?

Students often wonder, "Can someone do my SPSS assignment?" and it's completely understandable. SPSS, the Statistical Package for the Social Sciences, can be quite a puzzle to unravel. Here are some reasons why students find themselves reaching out for help:

• SPSS Software Jitters: The SPSS software isn't always the friendliest neighbor in the world of academics. It has lots of features, and getting the hang of it can be a bit like trying to learn a new language.
• Statistics Stress: SPSS assignments dive deep into statistical territories with terms like regression and hypothesis testing. Sometimes, understanding and applying these concepts can feel like navigating uncharted waters.
• Race Against Time: Student life is a whirlwind, and deadlines are like tornadoes. Balancing SPSS assignments with other commitments can be a real challenge, leaving students wishing for a bit more time.
• Big Picture Focus: Some students just want to grasp the big picture of their coursework without drowning in the technicalities of SPSS. Outsourcing assignments allows them to breathe and absorb the main concepts.
• Grade Stress: Grades matter and SPSS assignments can carry a lot of weight. The quest for high marks often propels students to seek help, ensuring their analyses are spot-on for that extra boost.
• Yearning for Expert Insights: Recognizing the value of expert guidance, many students seek professionals who can not only help with assignments but also provide insights that make SPSS less of a puzzle.

So, when a student asks, "Could someone do my SPSS assignment?", it's not just about getting it done – it's about finding support, understanding, and a bit of relief in the complex world of SPSS.

Key Services Offered By Us?

Explore our tailored services designed to meet your specific needs in the realm of SPSS :

• SPSS Assignment Help: Unravel the complexities of SPSS assignments with our expert assistance. We ensure precise solutions, adherence to guidelines, and timely delivery for all your SPSS-related tasks.
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Embark on your SPSS learning journey with assurance, as our services are meticulously designed to enrich your educational experience. Whether you need assistance with assignments, homework, projects, or personalized tutoring, we are committed to aiding you in mastering SPSS.

Popular Student Queries While Solving Spss Homework & Assignments?  

How do I Input and Sort Data in SPSS?  Many students find themselves scratching their heads when it comes to putting data into SPSS and making sure it's organized properly. They often seek clear guidance on data input methods, handling missing values, and ensuring accuracy for a smooth analysis.

I'm Stuck Choosing a Statistical Test. Can You Help Me Decide? Navigating through the array of statistical tests can be a daunting task, leaving students in a state of uncertainty about the most suitable choice. Frequently, they seek guidance to determine the optimal statistical test for their data – whether it involves t-tests, ANOVA, or regression – all with the goal of ensuring precision in their analysis.

Deciphering SPSS Output Feels Like a Puzzle. Any Clues? Interpreting the results from SPSS can be akin to solving a mystery. Students frequently express confusion about the significance of statistical output and seek help in unraveling the meaning behind the numbers and charts for a better understanding.

Creating Visuals in SPSS is Tricky. Any Tips for Clear Graphs? Converting raw data into visually engaging graphs and charts presents a considerable challenge. Students frequently seek support to craft visually captivating depictions of their data, aiming not only for accuracy in their findings but also for a presentation that is coherent and easily understood.

SPSS Syntax Seems Like a Different Language. Can You Break it Down? The language of SPSS syntax can feel foreign to students. They frequently request explanations and support in using SPSS syntax to perform advanced analyses, automate tasks, and make their SPSS journey less daunting. Addressing these genuine queries ensures that students receive personalized support, making their SPSS learning experience more accessible and enjoyable.

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Our SPSS assignments are remarkable, and many students are inclined to hire our SPSS homework Help services. We have earned a trusted name in the market with our professionalism and quality work. A few of the perks that a student can reap by availing of our service include:

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If you do want to get rid of the brunt of writing the SPSS assignment, you can hand over the task to us. We are here to do the needful. Submit your assignment at [email protected]  or chat with our Live SPSS Tutors!

Frequently Asked Questions

What can you do to assist me with my spss homework.

• To assist you with your SPSS assignment challenges, our professionals always choose a sequential approach. The following is a step-by-step guide:
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• Our specialists use plagiarism check software before providing your SPSS assignment to you.

How can this service assist me in improving my grades?

Our professionals provide you with the most comprehensive and detailed solutions to your difficulties, along with research data. This will not only help you boost your marks, but it will also help you learn more.

What topics are addressed in SPSS assignment assistance?

We cover all of the topics that lie under the SPSS umbrella. Average-Mean, Mode, Median Descriptive Statistics, Outlier Analysis, Correlation, Standard Deviation, Statistical Graphics, Analysis of Variance (ANOVA), Linear Model, Regression Analysis, and many other SPSS related topics have already been supplied to assist the students. As a result, you can get assistance from our experts on any SPSS issue.

What is SPSS?

SPSS is an acronym for Statistical Package for the Social Sciences in its full form. It is well-known in the field of statistics and in a variety of other markets; nevertheless, it has also made a name for itself in the field of health sciences.

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The amount of time it takes to complete your SPSS project is determined by the deadline, topic, and level of complexity of your academic papers. Our writers have the necessary experience to meet tight deadlines. We make certain that our SPSS assignment solutions adhere to all of the client's requirements and guidelines.

• How It Works

SPSS Helper

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SPSS Helper is a knowledgeable professional who specializes in utilizing the Statistical Package for the Social Sciences (SPSS) for data analysis. They are experts at manipulating data, running statistical tests, and generating meaningful insights from datasets. SPSS Helpers play a crucial role in supporting Ph.D. students, academicians, and individuals in their data analysis endeavours, ensuring that research projects are grounded in sound statistical methods.

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The SPSS Data Analysis Help Service is a specialized offering provided by SPSSanalysis.com . It is tailored to meet the specific needs of researchers and students who require assistance with data analysis using the SPSS software. This service encompasses a wide range of support, including data cleaning, statistical testing, results interpretation, and the creation of data visualizations. The primary objective is to guide clients through the entire process of data analysis, guaranteeing that their research is supported by robust statistical methods. Get a Free Quote Now!

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Once your project is approved, thirdly, we initiate the data analysis and deliver it within the agreed-upon timeframe, directly to your email.

Our dedication to efficiency, accuracy, and convenience sets us apart as a reliable service for all your SPSS data analysis needs. With  SPSSanalysis.com , you can trust that your research is in expert hands, ensuring that your data analysis is a smooth and successful journey.

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SPSS Helpers offer a wide range of services to cater to the diverse needs of their clients, which may include:

• Data Cleaning : SPSS Helpers assist in preparing and cleaning datasets to ensure data integrity and accuracy.
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• Interpretation of Results : SPSS Helpers help clients understand the significance of their findings and interpret results in the context of their research.
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The ultimate goal of an SPSS Helper is to guide clients through the data analysis process , ensuring that their research is supported by robust statistical methods and that results are meaningful and reliable.

SPSS Expert at SPSSanalysis.com

At SPSSanalysis.com, we are your trusted  SPSS helper . Our team of experts provides comprehensive assistance for your data analysis needs. Whether you’re a Ph.D. student, academic, or researcher, our   SPSS analysis services  are designed to simplify the complexity of data analysis and ensure the accuracy and reliability of your results.

As students delve into the world of data analysis, they often seek  SPSS help  to navigate this intricate field. SPSSanalysis.com is the ideal platform for all your  SPSS Analysis Needs .

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We provide comprehensive assistance to ensure that students can confidently tackle the challenges of  SPSS analysis  and succeed in their academic pursuits.

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Getting help from an SPSS Helper is vital for several reasons. Firstly, data analysis can be complex, and an SPSS Helper’s expertise ensures that the analysis is conducted accurately and effectively. This leads to meaningful results and confident conclusions. Additionally, SPSS Helpers can save you valuable time, allowing you to focus on the broader aspects of your research while leaving the intricacies of data analysis in capable hands. Collaborating with an SPSS Helper enhances the quality and credibility of your academic or research work.

SPSS Statistics Help for Students

SPSS Statistics Help for Students is an essential resource for those embarking on academic research projects. Many students encounter statistical analysis for the first time during their studies, and it can be a daunting task. SPSS provides a powerful platform for data analysis, but understanding its intricacies and applying the correct statistical techniques can be challenging. SPSS Helpers at SPSSanalysis.com offer targeted assistance to students, ensuring that they grasp the essentials of the software and the methodologies behind it. This service is tailored to simplify the complexities of data analysis, empowering students to produce high-quality research that adheres to academic standards. Get a Free Quote Now!

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Statistical data analysis using SPSS is a cornerstone of academic research across various disciplines. SPSS offers a wide array of statistical tools that enable researchers to explore and analyze their data comprehensively. From descriptive statistics to advanced inferential tests, SPSS is a versatile and robust software package. When you partner with SPSSanalysis.com , you gain access to experts well-versed in utilizing SPSS for statistical analysis. They apply the appropriate statistical tests, interpret results, and generate meaningful insights from your data, enhancing the credibility and impact of your research.

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SPSS holds a significant place in academic research for its ability to facilitate rigorous and evidence-based analysis. It empowers researchers and students to delve deeper into their data, test hypotheses, and draw valuable conclusions. The use of SPSS ensures that research findings are based on sound statistical principles, adding an essential layer of credibility to academic work. Whether you are conducting a survey , experimental research, or any form of data-driven investigation, SPSS serves as a valuable ally in the journey toward academic excellence.

Can You Pay Someone to Do an SPSS Analysis?

Absolutely, you can pay someone to do SPSS analysis for your research project. SPSSanalysis.com offers professional data analysis services using SPSS . Our team of experts is well-equipped to handle various data analysis tasks, from simple descriptive statistics to complex multivariate analyses. By availing our services, you can ensure that your data analysis is conducted accurately and that you receive meaningful results. This approach allows you to focus on the broader aspects of your research while experts handle the technicalities of SPSS analysis . Get a Free Quote Now!

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Pay Someone to Do My SPSS Homework

Yes, you can pay someone to do your SPSS homework , and many students and researchers choose this option to ensure the quality and accuracy of their assignments. At  SPSSanalysis.com , we offer a dedicated service for individuals seeking expert assistance with their SPSS homework. We offer transparent pricing and ensure that your homework is completed by experts in the field, ensuring that you receive accurate, insightful, and reliable solutions. Whether you’re a student, academic, or researcher,  SPSSanalysis.com  is your trusted partner for  SPSS homework   assistance.  Get a Free Quote for SPSS Homework! 

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The cost of SPSS data analysis can vary based on the specifics of your project. Factors that influence the cost include the size of your dataset, the complexity of the analysis required, and the turnaround time. SPSSanalysis.com provides clear and competitive pricing for data analysis services using SPSS. To receive a precise quote, complete our order form, and our experts will assess your project and provide a cost estimate at no charge. Follow us on Linkedin

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On-time delivery, free revisions, experienced statisticians.

We’ve established a platform that directly connects students to our in-house team of certified statisticians, offering expert support for Statistical Data Analysis in the UK. Our top-tier statistical reports not only enhance your academic performance but also leave a lasting impression on your supervisor, all while ensuring punctual submissions.

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SPSS Homework why we may fit you

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“ Do my SPSS Homework Help ” from experts in data analysis using SPSS, many students in graduate school are exposed to SPSS at some point in their careers. However, in-depth exposure to SPSS as part of a doctoral program is not the norm. Therefore, if you need to complete a homework plan to use SPSS to analyze obtained data, you can pay someone to do your SPSS Homework.

What is SPSS?

SPSS is a statistical software program for using academic research and data analysis. Further, each student may not understand SPSS courses in the classroom or may not follow the statistics courses.  Consequently, they may need special assistance. In addition, you can use SPSS to generate reports, charts, and plots of distributions and trends or descriptive statistics.

What is SPSS Homework Help Service?

SPSS seems like an easy-to-use package, but there might be some difficulties in getting the right results. To solve this problem, we provide the best SPSS Homework Solution .

Certainly, we provide qualified SPSS Homework help for students who are just starting to use SPSS and for those who have never been exposed to the program in the past. That is to say, we can teach you how to use S PSS to run your homework statistics and graphics and to manage your data most appropriately.

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OnlineSPSS.com helps students in all different subject areas for statistics. Firstly, inquire about us with your SPSS homework. Secondly, we will get back to you right away. Therefore,  we can ease some of your stress and help you complete your SPSS analysis report.

The procedure is fairly simple. You can see four easy-to-follow steps.

1. Submit Your SPSS Task 2. Get a Free Quote 3. Make the Payment 4. Get Your Solutions

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One of the primary goals is to provide the highest level of clarity and transparency when it comes to setting prices. Our policies ensure a simple pricing system that does not have any hidden costs and additional fees.

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Please do not forget that when paying someone to my spss homework service is varies based on the academic level, the topic, and the deadline. Once you upload your project, our experts will go through the SPSS homework, SPSS assignment, SPSS dissertation , and dissertation data analysis in detail, and then share the price quote with you.

Lastly, students from different parts of the world rely on our service because we offer a secured payment gateway, confidentiality pact, and encrypted channels for communication. Finally, we do not save any of your details and it automatically alleviates the chances of a data leak.

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The OnlineSPSS.com company concentrates on providing complete customer satisfaction. Every one of our clients will get as many free revisions as necessary if his or her requirements are not met by our writers. Firstly, we employ experienced customer support representatives who are ready to provide high-quality SPSS assistance 24/7. Secondly, our staff is friendly and highly dedicated to every customer. Lastly, we value every individual who turns to Online SPSS Help for assistance. So we promise to do our very best and provide every person with top-quality statistical analysis .

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