Data Analysis
Project scope
Categories
Data visualization Data analysis Market research Data scienceSkills
data cleansing stock markets exploratory data analysis financial market statistical analysis cryptocurrency statistical methods data virtualizationThe objective of this project is to leverage data analysis to uncover key financial market trends and deliver actionable insights that support decision-making within our company. Students will be responsible for analyzing large datasets from various financial sources, cleaning and structuring the data, and performing statistical analysis to identify patterns, trends, and anomalies in the data. By the end of the project, students will present a comprehensive report summarizing their findings and offering strategic recommendations.
Data Cleaning and Preparation: Gather and clean financial datasets (e.g., stock market, cryptocurrency, commodities) for analysis.
Exploratory Data Analysis (EDA): Identify and visualize key trends and outliers within the data.
Statistical Analysis: Use appropriate statistical methods to uncover correlations, trends, and patterns in the data.
Trend Forecasting: Apply predictive models (e.g., time series analysis) to forecast future trends.
Final Report: Deliver a detailed report summarizing the findings, insights, and actionable recommendations, supported by data visualizations.
Presentation: Prepare a final presentation of the findings, which will be reviewed by our internal team.
Providing specialized, in-depth knowledge and general industry insights for a comprehensive understanding.
Sharing knowledge in specific technical skills, techniques, methodologies required for the project.
Direct involvement in project tasks, offering guidance, and demonstrating techniques.
Providing access to necessary tools, software, and resources required for project completion.
Scheduled check-ins to discuss progress, address challenges, and provide feedback.
About the company
SA Capital is an emerging financial education start-up dedicated to empowering the next generation of retail investors. Based in Toronto, Ontario, we specialize in providing valuable educational resources on personal finance, investing, and stock markets. Since our founding in December 2020, we have successfully educated hundreds of students, fostering a growing community of informed investors. Our recent acquisition by OptionsSwing Inc. reflects our shared mission to expand access to financial knowledge, further enhancing our capacity to offer cutting-edge tools and educational support to our members.
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