Emotion Study Data Analysis & Reporting

@schoudhary1553

With my comprehensive understanding and extensive experience in data analysis, compliant excel handling, statistical testing using SPSS (Advanced level) and clean syntax generation for reproducibility, I'm supremely confident that I can offer an exceptional service for your valuable project on emotion study data analysis & reporting. My proficiency in Excel macros, SPSS, ANOVA and logistic regression is a perfect match for the tasks at hand for producing clear summaries underling key points such as bias hits/error patterns; examining differences between ADHD and neurotypical participants; male vs female differences etc. I assure you of an accurate, well-commented and timely project delivery. Moreover, my seven years of in-depth experience with top companies has honed my 100% employer-satisfaction-oriented skills which includes emphasizing on developing good and long term relationships based on speed, quality, accuracy& transparency. By accepting me as part of your team for this project you can be rest assured that your pennies are worth the quality work output that you expect to receive. My work ethic speaks for itself, and I invite you to reach out so we can dive further into how we can execute your project together.

@ShaikhAneesa

Hello, I have reviewed your project details and fully understand the requirements for reshaping, analysing, and clearly summarising your emotion recognition dataset. I am confident I can handle this end to end, drawing on my experience with Excel data restructuring, SPSS statistical analysis, and academic style reporting for experimental research involving ANOVA and regression models. My approach will start with cleaning and reshaping the raw Excel file into a participant level dataset, calculating mean ratings for each of the six emotions and ensuring accuracy and traceability. I will then build a pivot table to clearly surface bias hits and error patterns by correct versus incorrect responses. Next, I will run the required ANOVA and interaction analyses in SPSS, followed by logistic regression modelling correct identification across emotion, diagnosis, and gender, using transparent and well commented SPSS syntax. Finally, I will deliver clear statistical outputs and a concise interpretive report with effect sizes and assumptions checks. Would you like the write up formatted to match a specific journal or thesis standard before I begin? Lets chat and discuss further! Best Regards, Aneesa.

@doctorkendrick20

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

@ameenulhaq66

Hi Chelsea, Thank you for considering my proposal. With over 8 years of real-world Excel experience, I am well-equipped to handle your Emotion Study Data Analysis & Reporting project. I have carefully reviewed the requirements and am eager to assist you with this task. I would like to connect with you in chat to discuss the details of your project further. I believe my expertise in reshaping and analyzing data, creating pivot tables, and conducting statistical tests using SPSS align well with the scope of work you have outlined. Looking forward to discussing this project with you. Regards

@arwamoizds

Hello, I have experience managing, reshaping, and analysing behavioural and experimental datasets, with over a decade of work in research support and statistical analysis. I am familiar with both Excel data manipulation and SPSS, ensuring analyses are accurate, reproducible, and clearly interpretable. For your experiment, I will first restructure your Excel file so each participant has a single row summarising mean ratings for all six emotions. I’ll then create a pivot table highlighting hits, errors, and bias patterns. Using SPSS, I will run ANOVAs comparing ADHD and neurotypical groups across genders and emotions, plus logistic regression modelling correct identification likelihood, reporting effect sizes, p-values, and checking assumptions. You will receive a revised Excel sheet, pivot table, SPSS dataset, annotated statistical output, reproducible syntax, and a concise methodological report summarising results. Every step will be transparent, reproducible, and ready for publication or further analysis. Let’s come for a chat so we can discuss further. Regards, Arwa M.

@koolvishruth

As an experienced software developer and data analyst, I'm confident in my ability to tackle the complex tasks that your project entails. Over the past 8+ years, I've developed a strong proficiency in Python - one of my core competencies being data processing on platforms like Excel. With the requested task of reshaping and analyzing your emotion-recognition dataset, I assure you that not only will I promptly compress the data into one row per participant with mean ratings for each emotion, but also provide you with clean syntax files to reproduce the analysis and draw actionable insights from it.

@merinsinha

I can do it. As 9+ years experiences in these field. I can give good quality work. I have read the guidelines of your work.I believe that i can provide you the best quality works you are anticipating from this platform give me a chance to show you the best i can do at your service.

@qualityxenter

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

@moizdzo3l

Hi, I understand that your project involves reshaping and analyzing participant-level data from an emotion-recognition experiment, with a focus on comparing ADHD and neurotypical participants while examining gender effects. The goal is to provide a clean, interpretable dataset, rigorous statistical analysis, and reproducible documentation. I have experience in handling similar behavioral datasets and performing ANOVA and logistic regression analyses in SPSS, ensuring results are clear, reproducible, and accurately reported. My approach will start with compressing your Excel data to one row per participant, calculating mean ratings for the six emotions, and building a pivot table to highlight bias hits and error patterns. Next, I will conduct the specified statistical tests in SPSS, check assumptions, report p-values and effect sizes, and document everything with well-commented syntax for reproducibility. Deliverables will include a revised Excel file, SPSS dataset, statistical outputs, a concise methodological report, and a reproducible syntax file. Let’s come over a chat so we can discuss more. Regards, Moiz

@wilfrednjorog

Hi, I’m excited to help with your emotion study data analysis. With extensive experience in SPSS and Excel, I can reshape your dataset to showcase one row per participant while effectively summarizing the mean ratings for each emotion. I’ll create the pivot table to reveal bias hits and implement ANOVA for thorough statistical testing across participant groups. Additionally, I will provide a concise report detailing the findings, including p-values and effect sizes. Thanks,

@Freelancersedo

Hello client? I can help you reshape, analyse, and clearly report your emotion-recognition experiment data. I’m experienced in working with Excel and SPSS for behavioural and experimental datasets, including participant-level aggregation, bias/error analysis, and inferential statistics. I can consolidate your data to one row per participant with mean ratings for each emotion, build clear pivot tables highlighting correct versus incorrect responses and bias patterns, and run the required SPSS analyses. This includes ANOVA comparing ADHD and neurotypical participants, gender effects and interactions, and a logistic regression modelling correct identification across emotion, diagnostic group, and gender, with appropriate assumption checks, p-values, and effect sizes. You’ll receive a revised Excel file, an SPSS dataset, clean and well-commented SPSS syntax for full reproducibility, statistical outputs, and a concise 1–2 page methodological report interpreting the findings in clear, academic language. I’m detail-oriented and focused on producing transparent, reproducible analyses.

@abhisaini0188

Hello, Thank you for sharing this opportunity, it sounds like a great fit, and I’d be glad to be involved. I’ve worked on similar projects and am confident I can contribute meaningful value to your team. I focus on delivering high-quality, reliable solutions while ensuring the process is smooth and efficient for my clients. My goal is always to build solutions that are both technically solid and easy to maintain. You’re welcome to review my profile to see examples of my previous work. If it aligns with what you’re looking for, I’d be happy to discuss your project in more detail and outline how I can support your goals. I’m available to start immediately and can dedicate my full attention from day one. Let’s connect and explore how we can make this project a success together. Looking forward to your response. With Regards! Abhishek Saini

@aqsaishrat

Hello, Turning your raw emotion-recognition data into clear, defensible results, this analysis reshapes the dataset, surfaces bias patterns, and delivers statistics that stand up to review. With strong experience in behavioural data analysis using Excel and SPSS, every step is structured for accuracy, clarity, and reproducibility. 1 Consolidate participant-level means across six emotions and build pivot tables for hits and errors 2 Run ANOVA testing ADHD vs neurotypical groups, gender effects, and interactions 3 Model correct identification through logistic regression across emotions, diagnosis, and gender The outcome is a clean dataset, transparent statistics, and concise interpretations that support publication or reporting needs, this is a placeholder bid, and budget will be discussed after reviewing the file structure and variables. Let’s collaborate and turn this experiment into results that clearly tell the story your data holds. Warm Regards Aqsa!

@Techroj

Dear Client, Greetings!! I have gone through the project description, and found that all of the mentioned requirements fall over my expertise, as I have hands-on experience on python, AI/ML, Data Science, software building, etc. I can reshape your dataset to one row per participant, build pivot tables highlighting response patterns, and run the required statistical analyses in SPSS, including ANOVA and logistic regression. I’ll provide clean, reproducible syntax, a concise methodological report, and all outputs so your results are easy to interpret and verify. Are the emotion ratings numeric scales, or categorical labels that need conversion before analysis? Should the methodological report focus mainly on statistical interpretation, or include some visual summaries like charts and graphs? Lets disucss over a chat . Also,I have been coding on Machine Learning and Data Science with python from past 7 years. I have the experience of working with 4 giant tech companies, including freelancing on upwork, fiverr and freelancer. Hope to hear from you soon!!. Regards, Rojan

@subaigfalcon

Greetings! With a strong combination of business analysis, research, and content writing skills, I am well positioned to deliver a clear and high quality Emotion Study data analysis and report. I have extensive experience translating complex datasets into structured, meaningful insights and presenting results in a way that is both accurate and easy to understand. I’d love to assist you clean, analyze, and clearly report the results of your emotion recognition study. I will first restructure your Excel dataset so that each participant appears on a single row, with mean ratings calculated for all six emotions. I’ll also build a pivot table to clearly show correct vs. incorrect responses, bias hits, and error patterns. For the analysis, I will run the required statistical tests in SPSS, including: • ANOVA comparing ADHD and neurotypical participants • Gender (male, female) effects and their interaction • Logistic regression modelling correct identification across emotions, diagnostic group, and gender, including unbiased hit rates You’ll receive clear, concise results with p-values, effect sizes, and assumption checks, along with clean, well commented SPSS syntax so everything can be reproduced easily. I focus on accuracy, clarity, and practical interpretation, and I’ll make sure the final outputs are easy to understand and ready to use for reporting or publication. Best regards, Baig

@rositai9805

Hi there, I understand you need refined analysis and clear summarization of an emotion-recognition experiment data set, ensuring robust statistical evaluations and reproducible outputs. I have 7+ years of experience in data analysis and statistical modeling, and I have mastered SPSS Statistics and Excel macros. I focus on clear execution, practical delivery, and results that align with your exact requirements. 1️⃣ Create a consolidated Excel sheet with one row per participant showing mean emotion ratings as specified. 2️⃣ Develop a pivot table in Excel highlighting bias hits, error patterns, and correct vs incorrect responses. 3️⃣ Perform ANOVA in SPSS to compare ADHD vs neurotypical groups and examine gender and interaction effects. 4️⃣ Run logistic regression modeling correct identification likelihood across emotion, group, and gender variables. 5️⃣ Deliver clean SPSS syntax, annotated statistical outputs, and a concise report with interpretation, p-values, effect sizes, and assumptions checks. I am looking forward to work with you. Best regards, Rosita Iniesta

@letsgetstarted12

With over 7 years of experience in research and analysis, I'm confident I can excel in providing you with high-quality deliverables for your emotion study data. As a dedicated professional, I'm highly skilled in data manipulation and using statistical software like SPSS to conduct complex analyses. I'll effectively transform your daunting raw Excel file into a concise and informative format by creating a participant-level sheet that reports mean ratings for each of the six emotions. In addition to data reshaping and analysis, my proficiency extends to report writing. I understand the importance of not just presenting numbers but drawing insightful conclusions from them. Therefore, I promise a methodological report interpreting the ANOVA and logistic regression findings in light of gender and diagnostic group differences. What truly sets me apart is my commitment to client satisfaction, always respecting deadlines while delivering flawless results at high standards. Remember, hiring me unlocks more than just my expertise, but also relentless dedication to achieving nothing short of excellence in this project. Let's do incredible things together!

@josephm626

Good morning , How are you? I hope this proposal finds you well. I have checked your project (Emotion Study Data Analysis & Reporting), which lies in the field of my certification & experience. This is to inform you that I have KEENLY gone through your project description, CLEARLY understood all the project requirements as instructed in your project proposal and this is to let you know that I will perfectly deliver as desired. Being in possession of all stated required skills like; Data Visualization, Data Management, Statistical Analysis, SPSS Statistics, Data Processing, Statistics, Data Analysis, Excel Macros, ANOVA and Excel:, as this is my field of professional specialization having completed all certifications and developed adequate experience in the respective field, I hereby humbly request you to consider my bid for professional, quality and affordable services that meet all your requirements. I always guarantee timely delivery and unlimited revisions where necessary hence you are assured of utmost satisfaction when working with me. Please send me a message so that we can discuss more and seal the project. WELCOME.

@KirtikaKataria

Hi there, I understand you’ve completed an emotion recognition experiment with repeated measures per participant and now need the data reshaped, statistically analysed, and clearly summarised across emotions, diagnostic groups, and gender. My approach is to first restructure the Excel data into a participant level dataset, calculating mean ratings for each of the six emotions and building a pivot table to surface unbiased hit rates, bias patterns, and correct versus incorrect responses. I’ll then move the cleaned data into SPSS, running factorial ANOVA to compare ADHD versus neurotypical participants, test male female differences and interactions, and follow with a logistic regression modelling correct identification by emotion, diagnosis, and gender. All analyses will include assumption checks, effect sizes, and fully commented SPSS syntax for reproducibility. Deliverables: Revised Excel file with summaries, SPSS dataset, statistical outputs, reproducible syntax, and a concise results report. QUESTION: Are emotion ratings continuous Likert scores, or should responses be binarised for hit rate and logistic modelling? If you want this analysed rigorously and documented clearly for review or publication, share the dataset and let’s get started immediately. Regards, Shehwani.