Premium Dashboard

📊 Load Stock Market Data

Choose how you want to load data: Upload a CSV file or fetch live data from the market

Upload your own dataset - Supports files like selected_portfolio.csv

Upload CSV File

🔴 Or Fetch Live Market Data

Search for Stocks

🔍 Type company name or symbol to search and click on the symbol to add it to the selected stocks

Selected Stocks

✅ Your selected stocks will appear here

How far back? (Time Period)

⚡ Shorter periods = faster loading

Data Points Frequency

How often to show price points

🎯 Quick Actions

🔍 Interactive Filters

Filter your data by date range, symbol, price, and volume

From Date (YYYY-MM-DD)

Start date for filtering

To Date (YYYY-MM-DD)

End date for filtering

Select Symbols

Filter by specific stocks

Min Price ($)

Minimum closing price

Max Price ($)

Maximum closing price (0 = no limit)

Min Volume

Minimum trading volume

💡 Tip: Click on any column header to sort the data (Date, Symbol, Price, etc.). All historical data for the selected period is displayed.

📊 Stock Data with AI Recommendations (Click column headers to sort)

📊 Detailed AI Analysis & Recommendations

Load stock data to see detailed buy/sell/hold recommendations with reasoning

🎯 Quick Guide:

🔍 Search: Click symbol (AAPL) in top-left | ⏰ Timeframes: 1m-1M buttons at top | 📊 Indicators: RSI & MACD included | 🎨 Draw: Left toolbar | 💡 Tip: RSI <30 = oversold, >70 = overbought

💰 Fundamental Analysis - Company Financials

Analyze company financials and get buy/sell recommendations based on profitability, growth, valuation, and financial health

🔍 Search for Company

Or Enter Symbol

Enter a stock symbol above and click 'Analyze Financials' to see company information and fundamental analysis

📊 Comprehensive Data Analysis

Analyze your dataset with statistical insights, correlations, and missing value detection

🔢 Numerical Statistics

Descriptive Statistics for Numerical Columns

📝 Categorical Statistics

Statistics for Categorical Columns

⚠️ Missing Values Report

Missing Data Analysis

🔗 Correlation Matrix

📥 Export Profiling Analysis

💡 Instructions: Generate the data profile above first, then click Export below.

📸 To save as PNG: Open downloaded HTML file → Click camera icon in chart toolbar → Download PNG (1400x1000px)

Download Exported Charts

📊 Create Custom Charts

Build interactive visualizations with your data - time series, distributions, and categorical analysis

📈 Time Series Analysis

Select Column

Choose which metric to plot over time

Aggregation

How to aggregate data points

📊 Distribution Analysis

Select Column

Choose which metric to analyze

📊 Categorical Analysis

Category Column

Group by this category

Value Column

Measure this value

Aggregation

Aggregation method

📥 Export Professional Reports

💡 Instructions: Generate all the charts you want above, then click Export below.

📸 To save as PNG: Open downloaded HTML file → Click camera icon in chart toolbar → Download PNG (1400x700px)

Download Exported Charts

📊 Compare Multiple Stocks

See how different stocks perform against each other. Great for making investment decisions!

Search for Stocks

🔍 Type company name or symbol to search

Which stocks would you like to compare?

💡 Compare up to 6 stocks at once to see relative performance

💰 Track Your Investment Portfolio

Add your holdings and track actual profit/loss from purchase!

➕ Add a Stock to Your Portfolio

🔍 Search for Stock

Selected Symbol

📅 Purchase Date

Enter the date you bought this stock

💵 Amount Invested ($)

How much money you invested

📋 Your Portfolio Holdings

Current Holdings

Portfolio Holdings

📁 Export Filtered Data

Export your filtered stock data as CSV for further analysis or re-uploading into the dashboard.

📥 CSV Data Export

What gets exported: All filtered data including stock prices, volumes, AI recommendations, and technical indicators.

💡 Use case: Save your enriched dataset to re-upload later or share with team members. The CSV format ensures compatibility for re-uploading into this dashboard.

Download CSV File

📊 Export Complete Professional Report

🎯 Perfect for your assignment! Exports ALL visualizations and data in one click:

✅ Data CSV (re-uploadable)
✅ Time Series, Distribution, Categorical charts
✅ Correlation Matrix, Comparison, Portfolio charts
✅ Files numbered (01, 02...) for easy organization
✅ Professional HTML format → Click camera 📷 to save as PNG

💡 Instructions: Generate all your charts in their tabs first, then click Export below to download everything at once!

Download All Report Files

🐂🐻 BullBear: AI-Driven Stock Decision Engine

Advanced Charts & Live News - Make Smarter Trading Decisions