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$
USD
I will do statistical data analysis with python
Skilled in Data Analysis, Analyst CVs and Eye Catching Presentations
Hi! I’m Laiba, a passionate freelancer with a strong background in Statistics and Data Analysis. I specialize in creating modern and professional CVs and resumes, clean and accurate data analysis rep...
About this Gig
Are you looking for accurate, professional, and insightful statistical data analysis using Python?
Youre in the right place. I am a Statistician with strong experience in Python, Machine Learning, Data Science, and Advanced Statistical Modeling, and I will help you turn your raw data into meaningful insights.
What You Will Get
Statistical Analysis
- Descriptive statistics (mean, SD, skewness, kurtosis, SE)
- Hypothesis testing (t-test, z-test, ANOVA, Chi-square)
- Correlation & regression analysis
- Non-parametric tests (Wilcoxon, Mann-Whitney, Kruskal-Wallis)
- Time series analysis (ARIMA, SARIMA)
Python Machine Learning
- Linear & Logistic Regression
- Random Forest, XGBoost, SVM, KNN
- Clustering (KMeans, DBSCAN, Hierarchical)
Data Cleaning & Preprocessing
- Missing value handling
- Outlier detection
- Data transformation, encoding, normalization
- Merging, reshaping, filtering datasets
Visualization & Reporting
- Matplotlib, Seaborn, Plotly visuals
- Heatmaps, boxplots, histograms
- Trend lines & regression plots
- Publication ready graphs
- PDF/Word
Deliverables
- Python code (Jupyter Notebook or .py)
- Cleaned dataset
- Statistical summary
- Visualizations
- Clear, detailed explanation of results
FAQ
What do you need from me to start the analysis?
You only need to provide your dataset (CSV, Excel, SPSS, Google Sheets, etc.) and your research question/objective. If you are unsure, I will help you define the right statistical approach.
Can you help with thesis, research papers, or academic assignments?
Yes. I specialize in academic data analysis, including thesis work, research studies, surveys, experimental data, and scientific papers. I can also format results according to university/journal standards.
Will I get the Python code used for the analysis?
Absolutely. You will receive the complete Python code (Jupyter Notebook or .py file) with comments so you can understand and reuse it.
Do you provide a detailed report with interpretation?
Yes. I can provide a PDF/Word report including statistical interpretations, tables, graphs, and conclusions (depending on the package you select).
Can you clean or preprocess my data before analysis?
Yes. I perform full data cleaning, handling missing values, outlier detection, transformations, encoding, and feature engineering.
Will my data remain confidential?
100%. Your data, results, and code will never be shared. Complete privacy and confidentiality are guaranteed.
