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Overview

The Analytics dashboard provides comprehensive insights into your learning journey with Echoes of the Past. Track your quiz performance, review detailed feedback, monitor progress over time, and identify areas for improvement.

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Accessing Analytics

Reach your Analytics dashboard through:
  1. Main navigation: Click “Analytics” in the sidebar
  2. After quizzes: Automatically redirected after quiz feedback generation
  3. Direct URL: Navigate to /app/analytics
The Analytics page requires completed quiz conversations to display data. New users will see an empty state until they complete their first quiz.

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Dashboard Overview

The Analytics dashboard consists of two main sections:

Metrics Overview

High-level performance metrics with trends:
  • Total Score
  • Category Scores
  • Strengths Count
  • Areas to Improve

Feedback History

Detailed feedback from individual quiz sessions:
  • Interview list
  • Selected feedback details
  • Category breakdowns
  • Actionable recommendations

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Analytics Cards

Four key metrics summarize your overall performance:

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Total Score Card

Shows: Your most recent overall quiz score (0-100)Trend indicator:
  • ↑ Green: Performance improving from previous quiz
  • ↓ Red: Score decreased from previous quiz
  • Number: Point change from last quiz
Footer message:
  • “Performance improving”: Upward trend
  • “Room for improvement”: Downward trend
What it means: Your aggregate performance across all evaluation categories in your latest quiz.
The total score is calculated by averaging all five category scores from your most recent quiz.

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Feedback Section

The core of the Analytics dashboard is the detailed feedback interface:

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Layout

The feedback section uses a two-panel design:
Two-column layout:Left Panel (1/4 width):
  • “Recent Interviews” header with count
  • Scrollable list of all feedback entries
  • Click to select and view details
Right Panel (3/4 width):
  • “Interview Feedback” header
  • Full feedback details for selected interview
  • Scrollable content area
  • Category scores, strengths, improvements, assessment

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Interview List

Each feedback entry in the list shows: 
[Figure Avatar] Figure Name
               Category • Date
               Total Score: XX/100
Features:
  • Sorted by date (most recent first)
  • Color-coded category badges
  • Quick score visibility
  • Click/tap to view full details
  • Selected item highlighted
The list header shows the total count of interviews: “Recent Interviews (X)“

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Feedback Details

When you select an interview, detailed feedback is displayed:
Figure Information:
  • Portrait avatar
  • Figure name
  • Category badge
  • Interview date and time
  • Overall score badge
Five evaluation categories, each showing:Score bar visualization:
  • Horizontal progress bar (0-100)
  • Color-coded by performance:
    • Green (75-100): Excellent
    • Blue (60-74): Good
    • Orange (45-59): Fair
    • Red (0-44): Needs work
Category details:
  • Category name
  • Numerical score (/100)
  • Detailed comment explaining the score
  • Specific examples from your conversation
Categories evaluated:
  1. Communication Skills
  2. Technical Knowledge
  3. Problem Solving
  4. Cultural Fit
  5. Confidence and Clarity
List of your positive qualities:
  • Bullet-point list
  • 3-5 strengths identified
  • Specific behaviors highlighted
  • Skills you demonstrated well
  • Areas where you excelled
Example strengths:
  • “Excellent articulation of complex concepts”
  • “Strong historical context awareness”
  • “Thoughtful, well-reasoned responses”
  • “Engaging conversation style”
Constructive feedback for growth:
  • Bullet-point list
  • 3-5 improvement areas
  • Specific gaps or mistakes
  • Actionable suggestions
  • Resources or approaches
Example improvements:
  • “Could provide more specific examples”
  • “Technical terminology needs strengthening”
  • “Consider exploring counterarguments”
  • “Work on response structure”
The AI provides honest, thorough feedback. Don’t be discouraged by criticism - use it as a roadmap for improvement.
Comprehensive summary:
  • Overall evaluation narrative
  • Context for your scores
  • Key takeaways
  • Personalized recommendations
  • Suggested next steps
  • Encouragement and perspective
This section ties everything together and provides actionable guidance for continued learning.

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Trend Indicators

Each metric card includes a trend badge: Format: ↑ +5 or ↓ -3 Calculation:
  • Compares latest quiz to previous quiz
  • Shows point change (not percentage)
  • Direction indicates improvement or decline
Example: 
Total Score: 85
Trend: ↑ +8

Meaning: Your score was 77 last time, now it's 85 - you improved by 8 points!

Positive Trends

What it means:
  • You’re improving in this area
  • Current strategies are working
  • Keep practicing and building on success
Action: Continue current approach, consider teaching others

Negative Trends

What it means:
  • Performance declined from last time
  • May indicate knowledge gaps
  • Could reflect harder quiz difficulty
Action: Review feedback, adjust study approach, focus practice

Stable Trends

What it means:
  • Consistent performance level
  • Plateau in learning curve
  • May need new strategies to improve
Action: Try different learning methods, explore new topics

Mixed Trends

What it means:
  • Some areas improving, others declining
  • Uneven focus or attention
  • Natural variation in different skills
Action: Balance study across all categories

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Progress Tracking Strategies

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Short-term Tracking (Week-to-Week)

1

Take regular quizzes

Quiz yourself on the same figure multiple times, spacing sessions 3-7 days apart to measure retention.
2

Review each feedback immediately

Read feedback thoroughly after each quiz. Note specific points mentioned in strengths and improvements.
3

Create action items

From each “Areas for Improvement” section, create 1-2 specific action items to work on before your next quiz.
4

Track category patterns

Notice which categories consistently score high or low. Focus study on your weakest category.

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Long-term Tracking (Month-to-Month)

1

Compare across figures

Take quizzes on multiple figures in the same category (e.g., multiple scientists) to see if skills transfer.
2

Monitor trend consistency

Are your scores generally increasing over months? A gradual upward trend indicates effective learning.
3

Diversify categories

Once confident in one category, branch out to others. This builds well-rounded historical knowledge.
4

Set milestones

Create goals like “achieve 80+ in Technical Knowledge” or “reduce improvement areas to 3 or fewer.”

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Empty States

The Analytics dashboard has several empty states:

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No Feedback Available

When shown:
  • New user with no completed quizzes
  • All feedback data deleted
Display:
  • Scroll icon
  • “No Feedback Available” heading
  • “Complete some interviews to see your feedback here” message
  • Gradient amber background
Action: Take your first quiz to populate the dashboard

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No Interview Selected

When shown:
  • Desktop view when no interview clicked yet
  • Default state on page load
Display:
  • Scroll icon
  • “Select an Interview” heading
  • “Choose an interview from the list to view feedback” message
Action: Click any interview in the list to view its details

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Data Management

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Data Persistence

  • Storage: All feedback stored in your user account
  • History: Unlimited feedback history retained
  • Access: Available across all devices when logged in
  • Export: Currently not available (feature request)

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Privacy

  • Visibility: Only you can see your feedback and analytics
  • Transcripts: Stored securely, not shared with other users
  • AI processing: Used only for feedback generation
  • Data retention: Retained as long as your account is active

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Tips for Using Analytics Effectively

Review Immediately

Look at feedback within 24 hours of taking a quiz while the conversation is still fresh in your mind.

Take Notes

Keep a separate notebook or document tracking:
  • Key weaknesses to address
  • Study resources needed
  • Questions for future quizzes
  • Personal insights

Set Goals

Before each quiz, set a specific goal:
  • Improve specific category by 5 points
  • Demonstrate a particular strength
  • Reduce improvement areas
  • Beat your previous total score

Celebrate Progress

Acknowledge improvements, even small ones:
  • Note when trends go up
  • Recognize new strengths
  • Appreciate fewer improvement areas
  • Reward yourself for milestones

Study Between Quizzes

Use improvement areas as a study guide:
  • Research topics mentioned
  • Read about the historical figure
  • Practice weak categories
  • Prepare better questions

Compare Intelligently

Make fair comparisons:
  • Same difficulty level quizzes
  • Similar time investments
  • Account for figure complexity
  • Consider external factors

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Advanced Analytics Insights

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Category Correlation

Observation: Some categories often correlate:
  • Communication Skills ↔ Confidence and Clarity: Often move together
  • Technical Knowledge ↔ Problem Solving: Strong knowledge enables better problem solving
  • Cultural Fit: Often independent, varies by figure and context
Insight: If one category in a pair is low, work on both together for better results.

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Score Calibration

Understanding score ranges:
  • 90-100: Exceptional, rare even for experts
  • 75-89: Strong performance, good understanding
  • 60-74: Adequate, room for focused improvement
  • Below 60: Significant gaps, foundational work needed
The AI is calibrated to be thorough but fair. A score of 75+ indicates genuinely strong performance.

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Strengths vs. Improvements Balance

Ideal ratio: Roughly equal numbers
  • More strengths than improvements: You’re doing well overall
  • More improvements than strengths: Focus on building fundamentals
  • Many of both: Complex performance with specific highs and lows
  • Few of both: May indicate need for longer, more detailed conversations

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Troubleshooting

Possible causes:
  • No quizzes completed yet
  • Feedback generation failed
  • Data loading error
Solutions:
  • Complete a quiz to generate data
  • Check browser console for errors
  • Refresh the page
  • Contact support if persistent
Remember:
  • AI analyzes only the transcript
  • Voice recognition may miss words
  • Incomplete answers score lower
  • Context from your tone is lost
Solutions:
  • Speak more clearly in future quizzes
  • Provide complete, thorough answers
  • Explain your reasoning explicitly
  • Review transcript to see what was captured
Issues:
  • Bottom sheet not opening
  • Content not scrolling
Solutions:
  • Ensure JavaScript enabled
  • Try landscape orientation
  • Clear browser cache
  • Update to latest browser version

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Next Steps

Take More Quizzes

Create and complete quizzes to populate your analytics

Historical Figures

Explore figures to learn about and quiz yourself on

Voice Conversations

Learn how to have better conversations for improved scores

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