T-Test Analysis & Visualization in SPSS

Hi, I've performed paired t-test many times. I could perform it using SPSS and a robust way to avoid possible issues with distribution, outliers and so on. Also I could perform visualization pos/pre results via boxplot I could complete it in 3 days (considering that tomorrow is Christmas), but possible even today (just I'm not sure that will have time). I'll provide detailed description of results and t-test with all necessary references. Please let me know if you are interested in my services. Regards, Alex.

As a seasoned data scientist with an extensive statistical background, I am well-equipped to undertake your t-test analysis and data visualization project using SPSS. My proficiency in SPSS coupled with my in-depth understanding of statistics and mathematics makes me an ideal candidate to calculate paired sample t-tests precisely, and present the results using effective box plot visualizations that translate complicated findings into tangible insights. My research and data analysis experience spanning over two decades has allowed me to cultivate a strong command over a wide range of statistical techniques including t-tests. Moreover, that same experience has afforded me fluency with data visualization tools like SPSS for meaningful representation of data tailored to different audiences. With 20+ publications to my name, I'm no stranger to rigorous data analysis, interpretation, and reporting. Finally, it's worth mentioning that being an IBM and Google-certified Data Science professional further uplevels my proficiency in SPSS while also demonstrating my capacity to adapt my skill set to diverse analytical tools and platforms. Therefore, if chosen for this project, you can trust me for precision, efficiency, and a delivery aligned with your specific requirements. Let's collaborate on deriving the most valuable insights from your data.

Hi there, I have read your project description and i'm an expert in SPSS/Statistical analysis and machine learning therefore i can do this project for you perfectly.I still have a few questions. please leave a message on my chat so we can discuss the budget and deadline of the project. Thanks. ... .

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Dear client, 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. Finally, I provide detailed answers to your research questions based on the results of the descriptive and inferential 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.

Hi, Statistics is my favorite subject and will be glad to help. I have skills in Data Processing, Statistics, R Programming Language, SPSS, Tableau Excel and python.

Hi, I'm a data analyst, statistician, and economist with over six years of experience. I understand the requirements of your project and have the skills to deliver high-quality results. To better tailor my approach, could you please review my profile for more details on my previous work and client feedback. Looking forward to your response. Best regards,

Hello I am expert statistics instructor and consultant. I am professional in statistical analysis using SPSS till version 28. I have great experience in paired t-test and boxplot. I have completed many similar projects (review my profile)

Hello Lujain, I am excited about the opportunity to assist you with your T-Test Analysis & Visualization project in SPSS. With my PCAP certification and extensive experience in statistical analysis, I have successfully conducted paired samples t-tests and generated insightful box plot visualizations for various research studies. Recently, I worked on a project where I analyzed pre-and post-test data, which involved conducting t-tests and effectively visualizing findings to provide clear insights. I am proficient in SPSS and understand the significance of accurate statistical analysis. My analytical skills will ensure that you receive precise results along with visually appealing representations of the data. I am available immediately to start working on your project and deliver the high-quality results you expect. Thanks, Muhammad Asad

I am an expert statistician, Research Writer, and data analyst with more than eight years of experience. I have full command of Excel analysis, SPSS, STATA, R LANGUAGE, AND PYTHON. I am an expert in creating time series prediction models, working with survey data, conducting marketing analysis, building estimators, and medical analysis. I am a perfect match for your project share other details of the work so I can start working on your project. Will complete task on time.

Hello there, I am a data analyst , majored in SPSS, i can help you in doing pre and post questionnaire analysis, complete the t test with box plot visualisations. I can start right now, please message me and let us connect

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.

Hello, With extensive experience in statistical analysis using SPSS, I can efficiently calculate paired samples t-tests and provide box plot visualizations of your results. I will ensure your data is accurately analyzed and presented in a clear and professional manner. My approach begins by reviewing the data you've compiled from the pre-and post-tests and questionnaires. I will clean and organize the data to ensure it’s ready for analysis. Using SPSS, I will perform the paired samples t-test to compare the means of the two related groups and assess whether any significant differences exist. After calculating the results, I will create clear and informative box plots to visually represent the data and highlight any significant findings. Once the analysis and visualizations are complete, I will provide a comprehensive report detailing the results and their interpretation. 'Hire Me' to receive results that meets your needs and exceeds your expectations. Best Regards, Aneesa

I am highly proficient in SPSS and experienced in conducting paired samples t-tests for pre- and post-test data analysis. I can calculate the t-tests for your study, ensuring accurate statistical results, and create clear, professional box plot visualizations to highlight the differences in your pre- and post-test scores. Previously, I’ve worked on similar projects, including analyzing intervention effectiveness in educational and psychological studies, where I conducted t-tests and visualized results with box plots for clear interpretation. I’ll ensure the analysis is thorough and presented in a format suitable for reporting and decision-making.

As an Academic Writer and a skilled Statistician with a rich experience in using SPSS, I have successfully conducted numerous t-test analyses similar to what your project entails. My solid understanding of SPSS and its various functionalities allows me to manipulate, analyze and visualize data efficiently. Moreover, I am well-versed in conducting paired samples t-tests as well as creating box plots, which you specifically require for this project. In addition to my technical proficiency in SPSS, I bring to the table my knack for transforming raw data into meaningful insights through descriptive and inferential statistics. Throughout my career, I've developed a meticulous approach to ensure accuracy and reliability in my analysis. I'm confident that these skills combined with my ability to adapt to different writing styles as evident from my published work would help in delivering high-quality results for your project. I take immense pride in my work, ensuring not only 100% originality but also providing comprehensive reports like Turn-It-In and AI Detection Reports for complete transparency. With a passion for both research and writing,I guarantee you an exemplary execution of your project earning you nothing shy of the desired outcome. Choose me as your freelancer today, and let's get started on turning your data into impactful visualizations!

Hello Lujain, I appreciate the opportunity to assist you with your T-Test Analysis & Visualization project in SPSS. With over 5 years of extensive experience in statistical analysis and data visualization, I have successfully conducted numerous paired samples t-tests and generated comprehensive box plot visualizations for various research projects. I understand the importance of accuracy and clarity in presenting your pre-and post-test results, and I'm dedicated to providing you with precise calculations along with insightful visualizations. My proficiency in SPSS ensures that I can handle your requirements efficiently, guaranteeing that your findings are well-supported and clearly conveyed. If you have any specific criteria or data formats you would like me to follow, please let me know. I am eager to ensure that the outputs align closely with your expectations. Could you please share the data file you would like me to analyze and visualize? Thanks, Rashid

Dear Lujain A., Hope you doing well. I am a professional data analyst with expertise in SPSS. I have more than 7 years of experience in using SPSS for data analysis. Overall, I have extensive experience in analyzing qualitative and quantitative data. I successfully apply different models to analyze time-series, cross-section, panel and pooled data. Example analyses: Basic Statistical Analysis: Descriptive Analysis, Hypothesis Testing, Correlation and Regression Analysis, ANOVA, etc. Advance Analysis: Time Series and Panel Data Models, Factor Analysis, Cluster Analysis, Machine Learning Models, Bayesian and Survival Analysis I offer my expertise for your project "T-Test Analysis & Visualization in SPSS". Sincerely Sajid Hussain

Hi, I can assist you with the analysis of your pre- and post-test data by performing paired samples t-tests using SPSS and providing clear, informative box plot visualizations of the results. With extensive experience in statistical analysis and data visualization, I can ensure that your data is analyzed accurately and the results are presented in a way that is easy to interpret. As a professional research writer with 8 years of experience in research writing, I have successfully completed a wide range of projects, which includes essay writing, literature reviews, academic report proofreading, thesis, dissertations, case studies, and assessments. I am also adept at creating reflective essays and journal papers, which have been published in reputable platforms like IEEE, SCOPUS, Academia, and ResearchGate. My expertise extends to statistical analysis using tools such as SPSS and Nvivo. I ensure that my content is formal, unbiased, clear, and well-structured. It adheres strictly to academic integrity, including accurate citation of facts and figures as per your professor's guidelines. My writing is research-based, drawing from credible sources to deliver analytical, persuasive, and reflective insights. I am proficient in various referencing styles such as MLA, AAA, APA, IEEE, Chicago, Harvard, and OSCOLA, tailored to your specific project requirements. Regards, Moiz.

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Hello there,, I have advanced experience in Data Mining, Statistics, Statistical Analysis and Data Science. With my vast background in data analysis and management, I am confident in my ability to handle your categorical data project effectively and efficiently. I have extensive experience in collecting, cleaning, analyzing, and visualizing data using Python programming, an invaluable asset for a project of this nature. Additionally, I am well-versed with CRISP-DM framework and adept at identifying patterns within datasets Choosing me means benefitting from not only my expertise but also my personal approach to projects. I understand that each task is unique, requiring tailored skills, and so I'm willing to go the extra mile to provide you with results that meet and exceed your expectations. Let's join forces in this project as our combined strengths will surely produce a result that's efficient, elegant and insightful! Let's not waste any more time! Together, we can mine this data efficiently and answer the questions to achieve your goals. Best Regards, Thanks