Market Forecast and Data Analysis for energy and bioproducts
50 USD A market analysis and forecast (market forecast) is required for the following products:
LPG (conventional and bio)
Charcoal (coal)
Wax (paraffin wax)
Pyrolysis Oil (pyrolysis oil)
Main tasks:
Data collection and processing: historical prices and market indices (Argus, MKT, and others).
Dynamics analysis: identifying trends and dependencies between prices and indices.
Market forecast: building forecasts based on statistical methods (regression, ARIMA, or others).
Programming: writing code for automating analysis and forecasting in Python (R is also preferred).
Reporting: preparing a final analytical report with tables, graphs, and business conclusions.
Requirements for the performer:
Experience in data analytics / econometrics / market analysis.
Proficiency in Python (pandas, statsmodels, sklearn, matplotlib/plotly).
Experience with time series and building forecasts.
Ability to present results clearly in the form of an understandable report.
Expected results:
Excel/CSV files with processed data and indices.
Python script for reproducing analysis and forecasting.
Final report (PDF/Word/Presentation) with visualizations and forecasts.
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2 days50 USD
656 9 0 2 days50 USDGood day, Yulia!
In general, the task is clear, but for an accurate response regarding deadlines and pricing, I would like to clarify some questions that arose after analyzing your task.
Please write in private messages – we will discuss the details and your wishes.
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4 days50 USD
654 10 0 4 days50 USDGood day! I have experience working with time series and machine learning models, I can perform your work with quality and practically useful conclusions.
I work with R and Python, I would suggest doing this work in R and preparing a Markdown report with all the conclusions. We can discuss the details in private messages.
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