Seasonality Analysis of Futures Prices -- 2

@mannanmaan1425

Hello Venkatesh Y., I have read the project details and understood the overall requirement. With 5 years of experience in Python, Statistics, Finance, and Data Analysis, I am well-equipped to conduct a comprehensive seasonality analysis of futures prices. My approach will involve analyzing daily, weekly, and monthly trends to identify and interpret seasonal patterns accurately. You can view my portfolio here: https://www.freelancer.com/u/mannanmaan1425 Please ping me back so we can discuss the project further in the chat. Best regards, Abdul

@rabbiawebjuggler

As a data analyst with a strong finance background, I believe I am perfectly aligned to conduct the comprehensive seasonality analysis of futures prices you require. My experience in data analysis and analytics spans across multiple industries and I have carried out similar studies using Python, Excel, and other statistical analysis tools - all of which I possess advanced proficiency in. I'll bring to your project not just my technical skills but also a deep understanding of the underlying economic and financial factors that influence the futures markets.

@monicawriter99

Hello, I am excited about the opportunity to conduct a comprehensive seasonality analysis of futures prices. With a strong background in finance and economics, I have in-depth knowledge of the futures markets and proficiency in analyzing price trends across daily, weekly, and monthly time intervals. Leveraging my expertise in statistical analysis tools such as Python and Excel, I am well-equipped to identify and interpret seasonal patterns effectively. Additionally, my experience with data visualization techniques will ensure that the insights derived from the analysis are presented in a clear and compelling manner. I am committed to delivering high-quality results that meet your expectations and help inform better decision-making in your futures trading strategies. Thanks, Monicah

@Herculesz

Hello, I understand you need a comprehensive seasonality study of futures prices—capturing daily, weekly, and monthly patterns and translating them into clear, actionable insights. I’ve delivered quantitative research for futures and FX desks, with deep experience in contract stitching, roll conventions, and detecting true seasonal effects versus noise. My background includes Python/R analytics for commodities, rates, and equity index futures, with robust statistical validation and clear visualization. I’ll build a reproducible Python pipeline (pandas, statsmodels, NumPy) to create back‑adjusted continuous series per your roll rules, then quantify seasonality via STL decomposition, Fourier terms, and day‑of‑week/month‑of‑year effects. I’ll validate signal stability with walk‑forward tests, permutation tests, and FDR control, and visualize outcomes in Plotly dashboards plus a concise PDF/Notebook report. The core challenge is avoiding spurious seasonality from contract rolls, holidays, and regime shifts; I’ll address this with explicit roll modeling, holiday calendars, regime detection, and robustness checks across subperiods and nearby contracts. Let’s connect to align on instruments, roll specs, and deliverables. Thanks, Hercules.

@ShaikhAneesa

Hello, I have studied your requirements and understand you need a rigorous seasonality analysis of futures prices across daily, weekly, and monthly horizons for actionable insight. With my specialization in quantitative research for derivatives, I am confident that I can deliver a defensible, transparent workflow. I will start by ingesting your contracts, aligning sessions and rolling series using Python with pandas, then create continuous back adjusted or ratio adjusted series as appropriate. I will resample to required frequencies and compute returns, log returns, and volatility measures to standardize seasonality signals. Next, I will detect and validate patterns using STL decomposition, harmonic regression, and autocorrelation diagnostics in statsmodels, cross checking with nonparametric tests and bootstrapped confidence intervals. I will compare regimes and contract months to separate calendar effects from roll and delivery artifacts. Lastly, I will visualize results with Matplotlib and Plotly, including heatmaps by day of year, weekday profiles, month seasonality bars, and cumulative seasonal curves, then package clean CSVs, a reproducible notebook, and an executive summary. Would you like the series built with back adjusted or ratio adjusted rolls, and should I include holiday and contract expiration controls in the models? Best Regards, Aneesa.

@chraheelbhatti

With an in-depth understanding of data analysis and visualization, combined with my proficiency in Python and statistics, I am the perfect candidate to analyze the seasonality of futures prices for your project. My academic background and professional experience in finance-related AI projects (such as Unilever Pakistan and State Bank of Pakistan) have given me a unique perspective on analyzing and interpreting financial data. Having worked with epochs of data, I am acquainted with tools like Python, R, and Excel that are key to this project. Additionally, my research-oriented mindset makes me skillful at identifying long-standing trends and patterns. Using these skills, I will provide you with a comprehensive analysis covering daily, weekly, and monthly price trends. Lastly, as a proficient technical writer, I will ensure that my findings are laid out in an easily comprehensible manner. To expedite progress during the project, you can expect timely updates from me. Selecting me means that you get a blend of practical expertise backed by solid academic foundations in AI and Machine Learning- resulting in a high-quality analysis that is not only insightful but also actionable!

@eldadshericks

Hello there, I am a Data Analyst by practice, and by using appropriate statistical software, I can help you discover facts from your pool of data. I run both quantitative and qualitative analyses, professionally; I use MS Excel, SPSS, STATA, R, EVIEWS, NVIVO, TABLEAU, Power BI, and JAMOVI, providing reports with visualizations, tables, and charts to support the analysis and enhance comprehension. Please get in touch so we can proceed with the project.

@hoangnn90

✅Full Experience in Financial Data Analysis and Forecasting with Python/R/Excel Programming✅. ✳️I am very confident that complete your project perfectly. My job review is insufficient, but you don’t need to worry! ✳️I can guarantee the quality of the job and deliver the result on time. I hope we will discuss in more detail via chat. Best regards!

@ashrafsbai6655

Hi there, I checked your requirements and guarantee you that i have relevant experience in Python,AI and data science it's gonna be done within the highest quality . Let's contact via chat so that I can start work immediately

@Tanmoy236

Greetings! I specialize in futures seasonality—turning raw price data into clear daily/weekly/monthly patterns with Python/R and finance-grade visuals (9+ years). Here’s how I can help: * Clean, align, and validate contract data (continuous, back-adjusted) * Extract seasonal trends (STL/Loess), cycle stats, and ACF/PACF signals * Build heatmaps, rolling return plots, and weekday/month-of-year profiles * Deliver notebook + exportable charts and a concise insight summary Which tickers and data source (CME, Quandl, broker API) should I use, and do you prefer Python or R for the deliverables?

@akritisood94

As a seasoned data analyst with a keen understanding of the finance industry, I have in-depth knowledge of futures markets and analyzing price trends. My invaluable expertise will be pivotal in identifying and interpreting the seasonal patterns your project requires. I am well-versed in using statistical analysis tools such as Python, R, and Excel to gather insights from data, making me an ideal choice for this task. In addition to these specific skills, I also bring a range of complementary abilities to this project. Drawing from my background in finance and economics, I possess a strong understanding of the dynamics that influence the market, which will be vital for accurate seasonality analysis. My knack for data visualization and command over G-Sheets will bring your analysis to life in a visually appealing manner for easy comprehension. Beyond technical competencies, my focus on innovation, problem-solving aptitude and commitment to client satisfaction serves as an assurance that your project will not just meet but exceed your expectations. Together we can build a strategic model that optimizes your data analysis, empowers decision-making process and elevates your business. Let us turn your project into an exemplar of insightful seasonality analysis! Click on the "Hire Me" button, and we can get started on delivering exceptional results!

@usmanbashir12100

Hi, I have been working with R, Rstudio, Python, weka, stata and rapidminer for a long time and I have a solid programming background . I'm available 24/7 to receive and deliver your order. What you can get from my Gig Data cleaning Descriptive analysis Predictive modeling Linear Regression, Logistic regression, SVM and Random Forest Principal component analysis Time Series modeling (ARIMA - SARIMA) Regression, classification problems Sentiment analysis (text mining, bag of words...) Plots and charts (Boxplot, Scatter chart, histograms, multi-variables plots...) Fourier Analysis Factor Analysis Data entry / import from .txt .csv .xlsx Statistical analysis

@denisSolution

Hello client, I'm Denis Redzepovic, an experienced developer with expertise in Finance, Data Visualization, Statistics, Statistical Analysis, Data Analytics, Python, Data Analysis and SPSS Statistics. I have worked extensively on diverse Python projects, ranging from backend development and automation to data processing and API integrations. My deep understanding of Python’s libraries and frameworks allows me to build efficient, scalable, and maintainable solutions. I pay close attention to code quality and performance to ensure your project runs flawlessly. With my solid experience, I’m confident I can deliver results that exceed your expectations. I focus on writing clean, maintainable, and scalable code because I know the difference between 99% and 100%. If you hire me, I’ll do my best until you’re completely satisfied with the result. Let’s discuss your project details so I can tailor the perfect Python solution for you. Thanks, Denis

@khaliduom103

‎Hi i am an experienced python/Matlab developer with PhD in applied mathematics and data analyst.I can help you Matlab/python coding, optimization, numerical analysis،simulation and stock data prediction of the stock data. ‎

@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

@Stopsolution

Seasonality Analysis of Futures Prices -- 2 I am PhD writer with over 7 years of experience in various writing fields. I have completed thousands of projects, ensuring 100% accuracy and meeting client requirements. You can trust me to deliver plagiarism-free work within the agreed deadline while maintaining your privacy. I specialize in creating diverse content, from assignments and quizzes to business plans, sales and marketing plans, SEO articles, blogs, and more. Feel free to join the chat box and give me a try. I am dedicated to fulfilling and surpassing all your expectations, and I guarantee you won't be let down. I'm looking forward to hearing back from you. It's my portfolio link. https://www.freelancer.com/u/Stopsolution I’d love to hear about your Project. Message me!!

@emilesd617

Hi, I am a full-stack AI developer with 8 years of experience in software development, specializing in analyzing price trends in futures markets. I have a background in finance and economics, with strong analytical skills to identify and interpret seasonal patterns in futures prices. Proficient in Python, R, and Excel for statistical analysis and data visualization, I can provide a comprehensive seasonality analysis covering daily, weekly, and monthly intervals. I am well-equipped to deliver the insights you need for informed decision-making in futures trading. Looking forward to discussing further. Thank you. Emile.

@maddifreelancer

With my extensive background in full-stack development and the languages you require (Python, R, Excel), I possess a versatile skill set that uniquely positions me to analyze and interpret seasonal patterns in futures data. My experience in deep learning, AI, and machine vision further enhances my capability to efficiently carry out this project. Understanding the financial markets is fundamental to conducting a successful seasonality analysis of prices, and it just so happens that I have a strong foundation in finance and economics. Moreover, my proficiency in data visualization techniques will enable me to present your findings in the most insightful manner possible. Lastly, I appreciate the significance of statistical analysis tools and software for effective research. In line with this understanding, I am adept at using Python, R and Excel for advanced statistical analysis. By selecting me, you are not just adding another proficient analyst to your team; rather someone who seeks to add value by leveraging convergence of finance, programming and complex analytics. Let's demonstrate how price trends vary by season!

@assignsolver

I am thrilled to bid on this project, leveraging my 12+ years of experience in refining academic writing, research papers, and dissertations. My personalized approach is designed to help you achieve your academic goals, whether you're looking to improve your writing skills, enhance your research, or perfect your dissertation. I offer a comprehensive range of services tailored to your needs, including academic consultation, research paper editing, dissertation support, essay writing assistance, and expert formatting in Harvard, APA, MLA, Chicago, and Vancouver styles. My goal is to provide you with the guidance and support you need to produce high-quality work that showcases your knowledge and expertise. By working together, I am confident that we can achieve great results, including improved writing clarity, coherence, and structure, leading to better academic performance and increased confidence. I'm excited about the opportunity to collaborate with you and help you reach your full potential. Please message me for further discussion!