Tableau Data Visualizations & Analysis
Bellow is an interactive Tableau visualization filtered by top section
More Tableau visualizations
Bellow are non-interactive Tableau visualization.
Excel based data analysis & interactive dashboards
Lorem ipsum dolor sit amet, consectetur adipiscing elit. Ut elit tellus, luctus nec ullamcorper mattis, pulvinar dapibus leo.
Economic Summary & Outlook
Data Collection & Preparation
Gathered and processed the most credible data from trusted public sources to assess the current performance of the Canadian economy, focusing on key economic indicators. Data was cleaned, formatted, and analyzed. Integrated insights from both personal analysis and expert industry forecasts to inform projections for upcoming business cycles.
Employment & Labour Market
Analyzed employment trends and unemployment rates from Q1 2024 to Q4 2026. Developed a forward-looking perspective based on historical patterns and market conditions.
Macroeconomic Trends
Evaluated quarterly changes in Real GDP growth and the Bank of Canada’s year-over-year inflation rates across the same timeframe. Provided context and projections for future economic activity.
Housing Market Insights
Assessed trends in housing starts and home prices from 2024 through 2026. Offered an outlook on residential construction activity and price movements within the real estate market.
Tools & Methodologies
Used official government data sources for historical economic performance. Interpreted a wide range of financial publications to support a comprehensive outlook for the North American economy. Combined these external insights with independent analysis to deliver an informed, customized forecast.
Applied advanced Excel functions including PivotTables, slicers, and formulas like SWITCH, XLOOKUP, and FORECAST.
Consumer & Market Trends Analysis / Product Penetration Study
Data Collection & Preparation
Researched the most reliable public sources to obtain the latest and most comprehensive chocolate sales data for leading brands across major consumer markets. Collected, cleaned, and formatted the data for analysis.
Market & Consumer Insights
- Performed market analysis for 22 chocolate brands across key regions including the UK, Canada, USA, Australia, New Zealand, and India.
- Identified market share for each brand in each region.
- Analyzed consumer behavior by studying monthly sales patterns and product share percentages.
- Developed market share trend lines and forecasts using historical data and linear regression.
Product Performance Analysis
- Conducted product performance reviews across six geographical regions.
- Determined periods of peak, low, and stable annual revenue for each brand in specific markets.
- Built revenue trend models and forecasts incorporating seasonality and historical data using linear regression.
Tools & Methodologies
Utilized pivot tables and slicers for organizing and filtering geographic and product data. Applied consumer trend analysis and linear projections using tools such as SWITCH, XLOOKUP, FORECAST, and the Data Analysis Toolpak for regression modeling.
Consumer & Market Trends Analysis / Product Penetration Study
Data Collection & Preparation
Researched the most reliable public sources to obtain the latest and most comprehensive chocolate sales data for leading brands across major consumer markets. Collected, cleaned, and formatted the data for analysis.
Market & Consumer Insights
- Performed market analysis for 22 chocolate brands across key regions including the UK, Canada, USA, Australia, New Zealand, and India.
- Identified market share for each brand in each region.
- Analyzed consumer behavior by studying monthly sales patterns and product share percentages.
- Developed market share trend lines and forecasts using historical data and linear regression.
Product Performance Analysis
- Conducted product performance reviews across six geographical regions.
- Determined periods of peak, low, and stable annual revenue for each brand in specific markets.
- Built revenue trend models and forecasts incorporating seasonality and historical data using linear regression.
Tools & Methodologies
Utilized pivot tables and slicers for organizing and filtering geographic and product data. Applied consumer trend analysis and linear projections using tools such as SWITCH, XLOOKUP, FORECAST, and the Data Analysis Toolpak for regression modeling.
Power BI based data analysis & visualizations
Lorem ipsum dolor sit amet, consectetur adipiscing elit. Ut elit tellus, luctus nec ullamcorper mattis, pulvinar dapibus leo.