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I need a solid, well-documented workflow in both MATLAB and Python that takes my raw numerical data, cleans it, runs the agreed-upon statistical or exploratory routines, and outputs clear, reproducible results and visualisations. All scripts should be easy to follow, with comments that explain each major step so I can tweak parameters later if needed. Please show me examples of similar numerical-data projects you have handled in the past—finished notebooks, published toolboxes, or any concise code snippets that highlight your approach to data cleaning, transformation, and visual presentation. Once we agree on the techniques to use, I will provide the dataset and a brief describing the specific questions I want answered. Final hand-off will include: • The complete MATLAB code (.m files) • The equivalent Python implementation (preferably in a Jupyter notebook) • A short read-me noting dependencies and execution steps • Generated plots or tables that illustrate your findings Clean, modular code and transparent methodology will be the key factors in selecting the freelancer.
Project ID: 40450487
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84 freelancers are bidding on average $21 USD/hour for this job

I am an experienced data analyst specialized in MATLAB and Python for numerical data analysis. With extensive experience in handling data cleaning, analysis, and visualization, I can create a solid, well-documented workflow that meets your project needs. I have completed multiple projects involving both MATLAB and Python, focusing on data transformation and statistical analysis. My portfolio includes Jupyter notebooks and MATLAB toolboxes that clearly demonstrate my ability to produce clean, modular code and transparent methodologies. I ensure all scripts are thoroughly commented to facilitate easy parameter adjustments. I am keen to discuss the specific statistical routines and visualization methods you have in mind. Please let me know if there are any detailed examples or concerns you would like me to address. I look forward to collaborating to develop a robust analytical solution for your data.
$20 USD in 40 days
8.4
8.4

Hello, I trust you're doing well. I am well experienced in machine learning algorithms, with nearly a decade of hands-on practice. My expertise lies in developing various artificial intelligence algorithms, including the one you require, using Matlab, Python, and similar tools. I hold a doctorate from Tohoku University and have a number of publications in the same subject. My portfolio, which showcases my past work, is available for your review. Your project piqued my interest, and I would be delighted to be part of it. Let's connect to discuss in detail. Warm regards. please check my portfolio link: https://www.freelancer.com/u/sajjadtaghvaeifr
$20 USD in 40 days
7.9
7.9

As much as I am an Electrical Engineer, my journey through academia and my professional experience has had to delve deep into data using languages such as MATLAB and Python. My command over numerical data is exceptional, enabling me to effectively handle your scientific or exploratory analysis needs. Most interestingly, I'm well-versed in documenting my methodology and writing clean, modular code which would be useful throughout your project. I offer a transparent approach to my work which aligns perfectly with your requirement of having commentary for each major step of the project. This strategy hasn't only helped me deliver reproducible results but it also enables easy parameter tweaking as per client's discretion. In respect to this task as well, I ensure the submission of self-explanatory codes that one can follow even after years Lastly, I must emphasize the quality of hand-off is equally important to me. My final submission entails everything from complete MATLAB and Python codes to generated clear plots and tables depicting the different questions you wanted answered. All are presented alongside a brief report about dependencies and execution steps. In hiring me, you secure not just the proficiency you seek but also dedication to seamless project delivery in line with your preference.
$25 USD in 40 days
7.0
7.0

i’ve done very similar recently building MATLAB and Python analysis pipelines for numerical datasets with reproducible preprocessing, statistical modeling, and synchronized visual outputs across both environments. What type of data are you working with, and do you already know which statistical routines or exploratory methods should be applied? Do you need the MATLAB and Python outputs to match exactly, including plots and numerical tolerances? I’d recommend structuring the workflow into separate cleaning, transformation, and analysis modules because testing and future parameter tuning become much easier. I’d also add validation checks and intermediate export logs so data-quality issues are caught before they affect downstream results. I’ll first review the dataset structure, define the analysis workflow, and align the MATLAB/Python implementations. Then I’ll build the scripts, generate reproducible plots/tables, and deliver documented code with execution instructions and consistent outputs across both platforms. Best, Dev S.
$25 USD in 40 days
6.6
6.6

Hi there, I’ve read your project and I’m confident I can build a solid MATLAB and Python workflow for cleaning, analyzing, and visualizing your numerical data. I will deliver modular, well-commented code in both MATLAB and Python with clear outputs and reproducible steps. I have several experiences with similar projects, including finished notebooks and toolboxes, and I’ll tailor the approach after we agree on techniques. After we lock the techniques, I’ll provide a clear timeline and deliverables, and you’ll see the next steps with a ready for your input. Best regards,
$15 USD in 15 days
6.4
6.4

Hi, I’ve developed multiple data analysis pipelines in both Python and MATLAB, focusing on clean, modular code and reproducible results. For instance, I created a Python-based COVID-19 analysis tool that fetched data from multiple sources, cleaned it, and generated visualizations, all while ensuring the code was easy to modify for future use. I can also integrate advanced AI features to automate data cleaning and enhance exploratory analysis, saving you time and effort. Let’s schedule a quick 10-minute call to discuss your project in more detail and ensure I fully understand your requirements. I usually respond within 10 minutes. I’m eager to learn more about your exciting project. Best regards, Adil
$25 USD in 40 days
6.0
6.0

Hello, I am an experienced freelancer with over 2 years of active engagement on Freelancer.com. I hold a Ph.D. in Applied Mathematics and have strong expertise in mathematics, statistics, physics, and programming using Python and MATLAB. As a data analyst and academic expert, I can assist you with mathematical and physics-related problems, as well as provide high-quality solutions in MATLAB and Python ( Jupyter notebook)coding.
$25 USD in 40 days
6.0
6.0

I can help you build this dual-platform workflow. To guarantee identical results across MATLAB and Python, I will map MATLAB's native functions directly to their exact Python equivalents (using NumPy, Pandas, SciPy, and Matplotlib) within a parallel, modular architecture. To make future parameter tweaking easy, all variables and statistical thresholds will be abstracted to a dedicated configuration block at the top of the Jupyter Notebook and the main `.m` file. The data pipeline will be strictly divided into distinct, isolated blocks for ingestion, cleaning, mathematical processing, and visualization. Every major transformation step will feature explicit inline comments explaining the logic, allowing you to easily trace, modify, and reproduce the analysis without needing to reverse-engineer the codebase.
$20 USD in 40 days
5.9
5.9

I'm a data analyst experienced in numerical computing across both MATLAB and Python. I'll clean your raw data, run the agreed statistical or exploratory routines, and deliver clean modular code — well-commented .m files, a Jupyter notebook, a short README with dependencies and execution steps, and all generated plots and tables. Transparent methodology, fully reproducible, and easy for you to tweak independently. Share the dataset and brief and I'll get started immediately.
$20 USD in 40 days
5.8
5.8

Hi, I am a numerical data analysis developer with 8 years of rich experience with a background in MATLAB, Python, Jupyter Notebook, statistical analysis, data cleaning, and data visualization. For this project, the most important part is building a clear and reproducible workflow in both MATLAB and Python so the same raw data produces consistent results and easy-to-understand plots. I can clean and transform the dataset, run the agreed statistical or exploratory analysis, generate visual reports, and deliver well-commented .m files, a Python notebook, and a short README with dependencies and execution steps. I'm an individual freelancer and can work on any time zone you want. Please contact me with the best time for you to have a quick chat. Looking forward to discussing more details. Thanks. Emile.
$20 USD in 40 days
5.3
5.3

Hello Mr. Client, I will build your robust well documented script using MATLAB and Python. I will completely develop a scalable application. Please, award me to start the work. Thanks Ashish Kumar
$20 USD in 40 days
5.3
5.3

You want parallel MATLAB and Python workflows that are easy to read, fully commented and reproducible — that is exactly what I build. The real challenge is not just cleaning data but making each step parameterizable so you can swap routines or thresholds and get identical, auditable outputs. I built the CrowdAxis pipeline that ingested multiple raw feeds, normalized fields, cleaned anomalies and produced repeatable scoring tables and visual dashboards used by marketers. My approach 1. Ingest and validate sample files, create a small test harness 2. Clean and transform with configurable rules and unit checks 3. Run agreed exploratory and statistical routines and save intermediate outputs 4. Produce publication quality plots and summary tables 5. Package as MATLAB m files plus a Jupyter notebook and a short README I can share a concise Jupyter notebook and a MATLAB script excerpt from CrowdAxis that show my cleaning, transformation and plotting style. Final handoff will include the files you listed. Do you have preferred statistical routines to include first for the demo? If you send a small sample CSV I will prepare an example notebook and draft README. I can do this for 20 USD.
$20 USD in 7 days
4.8
4.8

Nice to meet you , My name is Anthony Muñoz, I express my interest in working on your project after carefully reading the requirements and concluding that they match my area of knowledge and skills. I am currently the lead engineer for the IT agency DSPro and I have more than 10 years of experience in the field. I have successfully completed a large number of similar jobs and I consider your project to be a challenge in which I would like to work and be able to make it a reality. Please feel free to contact me, it will be my pleasure to help you. I greatly appreciate the time provided and I remain attentive to any questions or concerns. Greetings
$48 USD in 40 days
4.6
4.6

✋ Hi There!!! ✋ The Goal of the project:- To develop a clean, well-documented workflow in MATLAB and Python for numerical data analysis, including data cleaning, statistical routines, and reproducible visualizations. I have carefully read and understood your project requirements and can deliver precise, modular, and easy-to-follow code. I am the best fit for this project because I combine strong programming skills with statistical analysis and clear data visualization expertise. I will provide complete MATLAB scripts, equivalent Python Jupyter notebooks, and a detailed read-me file, along with plots and tables illustrating your results. I provide UI design for plots, testing, full source code delivery, and documentation. I have 9+ years experience as a full stack developer and have completed similar numerical data analysis projects successfully. Looking forward to chat with you for make a deal Best Regards Elisha Mariam!
$15 USD in 40 days
4.6
4.6

As an experienced software developer with a specialization in both Python and MATLAB, I assure you of my solid knowledge of designing clean, detailed, and well-documented numerical data analysis workflows. I have successfully tackled various numerical-data projects in the past, implementing thorough data cleaning, transformation, and visualization steps. One such project involved building a fully functional financial data analysis script using Python and MATLAB that is coherent, easy to follow and delivered intricate visualizations for better insights. In terms of code quality, my clients have praised me for my clean, modular code that is easily understandable even for non-technical stakeholders. For instance, I developed an inventory management system using JavaScript and Shopify that incorporated thorough comments explaining each major step in the process. Lastly, I understand the essence of a thorough hand-off following completion of any project. To ensure complete transparency and ease of future-use, my final deliverables will include all the required MATLAB (.m files), Python (Jupyter notebook), clear documentation highlighting dependencies and execution steps as well as your desired visualizations or results prominently presented. Your satisfaction is paramount and I assure you that working with me would provide you with an unparalleled mix of technical expertise, communication capacity and a drive for utmost client acknowledgment.
$20 USD in 40 days
4.2
4.2

Dear Sir/Madam, I have experience in both MATLAB and Python for data cleaning, statistical analysis, and visualization. I can create well-documented scripts and Jupyter notebooks that are easy to understand, modify, and reproduce. Let’s connect in the chatbox to discuss the project further, including the budget and timeline. I am ready to work with you, please connect in the chatbox for further discussions. Thank You. Dr. Divya.
$15 USD in 40 days
4.5
4.5

Hi, I’m an experienced MATLAB and Python data analysis developer with strong experience building reproducible numerical-data workflows, including data cleaning, transformation, statistical analysis, exploratory analysis, and visualization. I’ve done similar projects where raw numerical datasets needed to be cleaned, checked for missing values/outliers, transformed into analysis-ready tables, processed through statistical routines, and exported into clear charts, tables, and summary reports. For your project, I can create both MATLAB .m scripts and an equivalent Python Jupyter notebook with matching logic, clean comments, modular functions, and easy-to-adjust parameters. I will also include a short README covering dependencies, execution steps, input/output structure, and how to rerun the analysis when new data is added. Best regards, George
$25 USD in 40 days
4.1
4.1

A Warm Hello! Your project perfectly matches my experience with numerical data processing, statistical analysis, and reproducible research workflows in both MATLAB and Python. I can help you build a clean, modular pipeline that includes: Data cleaning and preprocessing Statistical/exploratory analysis Transformation and feature handling Clear visualizations and reproducible outputs Well-commented MATLAB scripts and equivalent Python/Jupyter implementations Readable documentation with execution steps and dependency notes I’ve previously worked on analytical workflows involving: Time-series and sensor-data analysis Statistical modeling and anomaly detection Automated reporting dashboards Scientific/engineering datasets using NumPy, Pandas, Matplotlib, SciPy, and MATLAB toolboxes My approach focuses on transparency and maintainability, so every stage of the workflow is easy to audit and modify later. I also structure notebooks and .m files in a modular way to simplify future experimentation and parameter tuning. Once you share the dataset and research questions, I can propose the most suitable statistical and visualization techniques before implementation begins. Let’s set up a quick call to discuss things better. Let’s discuss it more in chat. Best Regards, Jemin Sagar
$20 USD in 40 days
4.3
4.3

Hello, After reviewing your project requirements carefully, I fully understand that you need reproducible MATLAB and Python workflows for numerical data cleaning, analysis, and visualisation. I have experience building structured data analysis scripts, statistical workflows, Jupyter notebooks, and MATLAB implementations, and I’m available to start immediately. I bring strong expertise in Python, MATLAB, statistical analysis, data cleaning, numerical processing, mathematics, and data visualisation. One important part of this project is keeping both implementations aligned, modular, and well-commented so the same logic can be reviewed, adjusted, and reproduced easily in either environment. I can provide complete .m files, an equivalent Python/Jupyter workflow, clear dependency notes, generated plots/tables, and a short README explaining how to run and modify the analysis. For similar work, I can share concise code samples showing data preprocessing, outlier handling, statistical summaries, regression/exploratory analysis, and plotted results during discussion. I have a quick question. • What type of numerical data are you working with, such as time-series, experimental measurements, survey data, or financial data? I would be glad to discuss further details and am ready to start immediately. Looking forward to hearing from you. Best regards, Carlos
$15 USD in 40 days
3.7
3.7

Hi, this is Kris from McKinney, Texas. I've reviewed your project requirements and understand that you are looking for a comprehensive workflow in both MATLAB and Python to analyze raw numerical data, perform statistical routines, and generate clear visualizations. The key challenge here will be ensuring the scripts are well-documented and easily understandable for future tweaking. My approach would involve creating modular scripts with detailed comments for each major step, ensuring reproducibility and ease of parameter adjustments. I have experience handling similar numerical data projects in the past, and I can provide you with examples of my work to showcase my approach to data cleaning, transformation, and visualization. A few additional questions: Q1: Are there any specific statistical tests or algorithms you prefer to be included in the analysis? Q2: Do you have a preference for any particular visualization libraries in Python? Q3: How soon are you looking to get started on this project? Best regards, Kris Kramer
$20 USD in 40 days
4.3
4.3

Singapore, China
Member since May 17, 2026
£20-250 GBP
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$30-250 USD
$8-15 USD / hour
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£20-250 GBP
$30-250 USD
₹12500-37500 INR
₹12500-37500 INR
$750-1500 AUD
$250-750 USD
$30-250 USD
$25-50 AUD / hour
$250-750 USD
$25-50 USD / hour
₹1500-12500 INR
£10-15 GBP / hour
$15-25 USD / hour
$30-250 AUD