I will analyze industrial process data and create visualizations
Process simulation and data analytics
About this Gig
Do you have process data, laboratory results, experimental measurements, or Excel/CSV files that need professional analysis?
I provide Python-based data analytics for chemical engineering, industrial operations, laboratory experiments, energy systems, and process development.
SERVICES OFFERED
1. Data Preparation
- Excel/CSV cleaning and formatting
- Missing-value, duplicate, and outlier checks
- Data validation and quality assessment
2. Exploratory Data Analysis
- Descriptive statistics and correlation analysis
- Distribution plots and time-series trends
- Comparison of operating conditions
3. Industrial Process Analysis
- Temperature, pressure, and flow trends
- Feed/product composition analysis
- Conversion, yield, and selectivity calculations
- Impurity, product quality, energy consumption, and KPI analysis
4. Visualization and Reporting
- Professional Python plots and heatmaps
- Actual-versus-predicted plots, where applicable
- Summary tables and technical interpretation
TOOLS: Python, Pandas, NumPy, Matplotlib, Jupyter Notebook, and Excel.
DELIVERABLES: Cleaned datasets, Python scripts/notebooks, visualizations, statistical summaries, and concise technical reports, depending on your package.
Technology:
Excel
•
Jupyter Notebook
•
MATLAB
•
Pandas
•
Other
Expertise:
Other
Programming language:
Python
•
MATLAB

