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I am professional statistical data analyst. I am providing quantitative and qualitative statistical data analysis services on:
R and Rstudio
stata
eviews
minitab
spss
excel
jamovi
nvivo
python
I will do data analysis with interpretations of results and complete report writing.

📊 CASE STUDY | Natural Gas Price Forecasting Using EViewsHow can statistical modelling help us understand and forecast v...
26/09/2026

📊 CASE STUDY | Natural Gas Price Forecasting Using EViews

How can statistical modelling help us understand and forecast volatile energy prices? ⛽📈

In this study, TRPC Natural Gas prices from 2011–2025 were analyzed using OLS, VAR, ARIMA, SARIMA and GARCH models.

🔍 What did the analysis reveal?

Natural Gas and Coal showed a very strong relationship (r = 0.90). The initial OLS model achieved R² = 0.82, but diagnostic tests identified autocorrelation and heteroskedasticity, showing why model diagnostics are essential before relying on regression results.

A significant structural break around March 2020 was also detected, indicating a major change in the underlying price relationships.

📈 Different forecasting models were then compared. ARIMA and SARIMA achieved MAPE values around 4%, while GARCH produced considerably higher forecast errors in this analysis.

🎯 Key takeaway:
A high R² alone does not guarantee a reliable forecasting model. Diagnostics, model selection and forecast evaluation are essential for meaningful research.

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📊 Professional Statistical Data Analysis & Research Consultancy Services

Support available for:

🎓 Assignments & Class Modules
📚 Research Projects & Coursework
📝 Thesis & Dissertation Analysis
📄 Research Papers & Journal Publications
📊 Statistical & Econometric Analysis
📈 Data Visualization & Interpretation
🔬 Quantitative & Qualitative Research
💼 One-to-One Paid Consultancy

🌍 Serving Students, Researchers & Professionals Worldwide

🇬🇧 UK | 🇺🇸 USA | 🇦🇺 Australia | 🇨🇦 Canada | 🇪🇺 Europe | 🌎 Middle East | Asia & Other Countries

🛠️ Tools:
RStudio | SPSS | Stata | EViews | Python | Jamovi | Minitab | Excel | SmartPLS | AMOS | NVivo | Power BI | Tableau | Atlas.ti

📩 WhatsApp: +92 305 6302785

24/09/2026

📊 **Master Correlation Analysis in RStudio | Turn Data into Insightful Visuals**

Tired of staring at endless rows and columns of numbers? 🚀 In this quick **6-minute tutorial**, you’ll learn how to perform **Correlation Analysis in RStudio** and transform complex relationships between variables into clear, professional visualizations using the powerful **`corrplot`** package.

🔍 **What You’ll Learn:**
✅ How to identify relationships and patterns between variables
✅ How to interpret the **direction and strength of correlations** correctly
✅ How to create professional correlation matrices with `corrplot`
✅ How to customize your visualizations for reports, research, and presentations
✅ How to make complex data relationships easier to understand at a glance

Whether you're a **student working on a research project, a researcher preparing a publication, or a data analyst improving your reporting skills**, this step-by-step walkthrough will help you present correlation results with greater clarity and confidence. 📈

🔥 **Watch the tutorial and take your R programming, statistics, and data visualization skills to the next level!**

Part 13

24/09/2026

📊 **Master Correlation Analysis in RStudio | Turn Data into Insightful Visuals**

Tired of staring at endless rows and columns of numbers? 🚀 In this quick **6-minute tutorial**, you’ll learn how to perform **Correlation Analysis in RStudio** and transform complex relationships between variables into clear, professional visualizations using the powerful **`corrplot`** package.

🔍 **What You’ll Learn:**
✅ How to identify relationships and patterns between variables
✅ How to interpret the **direction and strength of correlations** correctly
✅ How to create professional correlation matrices with `corrplot`
✅ How to customize your visualizations for reports, research, and presentations
✅ How to make complex data relationships easier to understand at a glance

Whether you're a **student working on a research project, a researcher preparing a publication, or a data analyst improving your reporting skills**, this step-by-step walkthrough will help you present correlation results with greater clarity and confidence. 📈

🔥 **Watch the tutorial and take your R programming, statistics, and data visualization skills to the next level!**

Part 12

24/09/2026

📊 **Master Correlation Analysis in RStudio | Turn Data into Insightful Visuals**

Tired of staring at endless rows and columns of numbers? 🚀 In this quick **6-minute tutorial**, you’ll learn how to perform **Correlation Analysis in RStudio** and transform complex relationships between variables into clear, professional visualizations using the powerful **`corrplot`** package.

🔍 **What You’ll Learn:**
✅ How to identify relationships and patterns between variables
✅ How to interpret the **direction and strength of correlations** correctly
✅ How to create professional correlation matrices with `corrplot`
✅ How to customize your visualizations for reports, research, and presentations
✅ How to make complex data relationships easier to understand at a glance

Whether you're a **student working on a research project, a researcher preparing a publication, or a data analyst improving your reporting skills**, this step-by-step walkthrough will help you present correlation results with greater clarity and confidence. 📈

🔥 **Watch the tutorial and take your R programming, statistics, and data visualization skills to the next level!**

Part 11

24/09/2026

📊 **Master Correlation Analysis in RStudio | Turn Data into Insightful Visuals**

Tired of staring at endless rows and columns of numbers? 🚀 In this quick **6-minute tutorial**, you’ll learn how to perform **Correlation Analysis in RStudio** and transform complex relationships between variables into clear, professional visualizations using the powerful **`corrplot`** package.

🔍 **What You’ll Learn:**
✅ How to identify relationships and patterns between variables
✅ How to interpret the **direction and strength of correlations** correctly
✅ How to create professional correlation matrices with `corrplot`
✅ How to customize your visualizations for reports, research, and presentations
✅ How to make complex data relationships easier to understand at a glance

Whether you're a **student working on a research project, a researcher preparing a publication, or a data analyst improving your reporting skills**, this step-by-step walkthrough will help you present correlation results with greater clarity and confidence. 📈

🔥 **Watch the tutorial and take your R programming, statistics, and data visualization skills to the next level!**

Part 10

24/09/2026

📊 **Master Correlation Analysis in RStudio | Turn Data into Insightful Visuals**

Tired of staring at endless rows and columns of numbers? 🚀 In this quick **6-minute tutorial**, you’ll learn how to perform **Correlation Analysis in RStudio** and transform complex relationships between variables into clear, professional visualizations using the powerful **`corrplot`** package.

🔍 **What You’ll Learn:**
✅ How to identify relationships and patterns between variables
✅ How to interpret the **direction and strength of correlations** correctly
✅ How to create professional correlation matrices with `corrplot`
✅ How to customize your visualizations for reports, research, and presentations
✅ How to make complex data relationships easier to understand at a glance

Whether you're a **student working on a research project, a researcher preparing a publication, or a data analyst improving your reporting skills**, this step-by-step walkthrough will help you present correlation results with greater clarity and confidence. 📈

🔥 **Watch the tutorial and take your R programming, statistics, and data visualization skills to the next level!**

Part 9

24/09/2026

📊 **Master Correlation Analysis in RStudio | Turn Data into Insightful Visuals**

Tired of staring at endless rows and columns of numbers? 🚀 In this quick **6-minute tutorial**, you’ll learn how to perform **Correlation Analysis in RStudio** and transform complex relationships between variables into clear, professional visualizations using the powerful **`corrplot`** package.

🔍 **What You’ll Learn:**
✅ How to identify relationships and patterns between variables
✅ How to interpret the **direction and strength of correlations** correctly
✅ How to create professional correlation matrices with `corrplot`
✅ How to customize your visualizations for reports, research, and presentations
✅ How to make complex data relationships easier to understand at a glance

Whether you're a **student working on a research project, a researcher preparing a publication, or a data analyst improving your reporting skills**, this step-by-step walkthrough will help you present correlation results with greater clarity and confidence. 📈

🔥 **Watch the tutorial and take your R programming, statistics, and data visualization skills to the next level!**

Part 8

24/09/2026

📊 **Master Correlation Analysis in RStudio | Turn Data into Insightful Visuals**

Tired of staring at endless rows and columns of numbers? 🚀 In this quick **6-minute tutorial**, you’ll learn how to perform **Correlation Analysis in RStudio** and transform complex relationships between variables into clear, professional visualizations using the powerful **`corrplot`** package.

🔍 **What You’ll Learn:**
✅ How to identify relationships and patterns between variables
✅ How to interpret the **direction and strength of correlations** correctly
✅ How to create professional correlation matrices with `corrplot`
✅ How to customize your visualizations for reports, research, and presentations
✅ How to make complex data relationships easier to understand at a glance

Whether you're a **student working on a research project, a researcher preparing a publication, or a data analyst improving your reporting skills**, this step-by-step walkthrough will help you present correlation results with greater clarity and confidence. 📈

🔥 **Watch the tutorial and take your R programming, statistics, and data visualization skills to the next level!**

Part 7

24/09/2026

📊 **Master Correlation Analysis in RStudio | Turn Data into Insightful Visuals**

Tired of staring at endless rows and columns of numbers? 🚀 In this quick **6-minute tutorial**, you’ll learn how to perform **Correlation Analysis in RStudio** and transform complex relationships between variables into clear, professional visualizations using the powerful **`corrplot`** package.

🔍 **What You’ll Learn:**
✅ How to identify relationships and patterns between variables
✅ How to interpret the **direction and strength of correlations** correctly
✅ How to create professional correlation matrices with `corrplot`
✅ How to customize your visualizations for reports, research, and presentations
✅ How to make complex data relationships easier to understand at a glance

Whether you're a **student working on a research project, a researcher preparing a publication, or a data analyst improving your reporting skills**, this step-by-step walkthrough will help you present correlation results with greater clarity and confidence. 📈

🔥 **Watch the tutorial and take your R programming, statistics, and data visualization skills to the next level!**

Part 6

24/09/2026

📊 **Master Correlation Analysis in RStudio | Turn Data into Insightful Visuals**

Tired of staring at endless rows and columns of numbers? 🚀 In this quick **6-minute tutorial**, you’ll learn how to perform **Correlation Analysis in RStudio** and transform complex relationships between variables into clear, professional visualizations using the powerful **`corrplot`** package.

🔍 **What You’ll Learn:**
✅ How to identify relationships and patterns between variables
✅ How to interpret the **direction and strength of correlations** correctly
✅ How to create professional correlation matrices with `corrplot`
✅ How to customize your visualizations for reports, research, and presentations
✅ How to make complex data relationships easier to understand at a glance

Whether you're a **student working on a research project, a researcher preparing a publication, or a data analyst improving your reporting skills**, this step-by-step walkthrough will help you present correlation results with greater clarity and confidence. 📈

🔥 **Watch the tutorial and take your R programming, statistics, and data visualization skills to the next level!**

Part 5

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