# Interactive Features

### Overview

All MixModeler charts include interactive features that enable detailed exploration, focus on specific periods, and precise value inspection.

**Purpose:** Navigate charts dynamically, explore data in detail, and extract maximum insights from visualizations.

### Zoom Functionality

#### Mouse Wheel Zoom

**How to Use:**

1. Hover mouse over chart
2. Scroll wheel up to zoom in
3. Scroll wheel down to zoom out
4. Maintains aspect ratio

**Best For:**

* Quick zoom adjustments
* Incremental magnification
* Exploring different zoom levels

#### Selection Box Zoom

**How to Use:**

1. Click and hold on chart
2. Drag to create selection box
3. Release to zoom to selected area
4. Precise control over zoom region

**Best For:**

* Focusing on specific time periods
* Detailed examination of patterns
* Campaign period analysis

#### Zoom Buttons

**Toolbar Controls:**

* **Zoom In (➕):** Step-wise magnification
* **Zoom Out (➖):** Step-wise reduction
* **Zoom:** Enter zoom mode
* **Reset (🔄):** Return to original view

**Location:** Top right of chart

### Pan Navigation

**How to Use:**

1. Zoom into chart first
2. Click and hold on chart
3. Drag left/right (or up/down for scatter plots)
4. Release to stop panning

**Best For:**

* Navigating when zoomed in
* Exploring different time periods at same zoom level
* Moving through long time series

**Tip:** Pan only works when zoomed in

### Tooltip Information

**Activation:**

* Hover mouse over any data point or line
* Tooltip appears automatically
* Follows mouse movement

**Information Shown:**

**Line Charts:**

* Date/time period
* Variable name
* Exact value
* All series at that point

**Scatter Plots:**

* X variable value
* Y variable value
* Time period (if labeled)

**Bar/Stacked Charts:**

* Date/period
* Variable name
* Value
* Percentage (if configured)

**Correlation Matrix:**

* Variable names (row & column)
* Correlation value
* Color interpretation

### Legend Interaction

**Click to Hide/Show:**

1. Click on legend item
2. Series disappears from chart
3. Click again to show
4. Multiple series can be hidden

**Use Cases:**

**Isolate Variables:**

```
Chart has 5 variables
Click to hide 4
Focus on 1 variable trend
```

**Compare Subsets:**

```
Show only TV and Digital
Hide Radio, Print, OOH
Compare top 2 channels
```

**Remove Clutter:**

```
Hide baseline or constants
Focus on variable components
Cleaner visualization
```

### Customizable Chart Title

**How to Edit:**

1. Click in title text box (above chart)
2. Type new title
3. Press Enter or click outside
4. Title updates immediately

**Best Practices:**

* Descriptive titles for clarity
* Include date range if relevant
* Professional for exports
* Example: "TV vs Digital Spend - Q1 2024"

### Toolbar Overview

**Location:** Top right corner of chart

**Available Tools:**

| Tool     | Icon | Function                |
| -------- | ---- | ----------------------- |
| Zoom     | 🔍   | Enter/exit zoom mode    |
| Zoom In  | ➕    | Step magnification      |
| Zoom Out | ➖    | Step reduction          |
| Pan      | ✋    | Move around chart       |
| Reset    | 🔄   | Return to original view |

**Toolbar Position:** Can be top right or top left depending on chart

### Chart-Specific Features

#### Time Series Charts

**X-Axis Zoom:** Horizontal zooming

* Focus on specific time periods
* Pan left/right through time
* Useful for campaign analysis

**Date Labels:** Adjust to zoom level

* Full view: Monthly labels
* Zoomed: Daily or weekly labels
* Automatic adjustment

#### Scatter Plots

**XY Zoom:** Both axes zoomable

* Focus on specific value ranges
* Identify clusters
* Examine outliers

**Quadrant Analysis:**

* Zoom to see specific quadrants
* High X, high Y region
* Low X, low Y region

#### Stacked Charts

**Segment Tooltips:**

* Hover over any segment
* See individual contribution
* See total bar height
* Percentage of total

**Legend Hide/Show:**

* Click group to hide
* See remaining groups restack
* Analyze subsets

### Practical Workflows

#### Detailed Period Analysis

**Goal:** Examine specific campaign period

**Steps:**

1. Start with full time series view
2. Identify campaign period visually
3. Selection box zoom to that period
4. Pan left/right to see before/after
5. Hover for exact values
6. Reset when done

#### Variable Comparison

**Goal:** Compare two variables closely

**Steps:**

1. Create line chart with multiple variables
2. Click legend to hide all except 2
3. Zoom to interesting period
4. Use dual axis if scales different
5. Hover to compare exact values

#### Outlier Investigation

**Goal:** Understand unusual data point

**Steps:**

1. Identify outlier visually
2. Zoom to that region
3. Hover for exact value and date
4. Note the time period
5. Investigate business context

#### Mix Evolution Analysis

**Goal:** Understand how budget mix changed

**Steps:**

1. Create stacked chart with all channels
2. View full time series
3. Identify periods with mix changes
4. Zoom to transitions
5. Hover to see exact proportions

### Keyboard Shortcuts

**Note:** Shortcuts depend on browser focus

**Common:**

* **Scroll Wheel:** Zoom in/out
* **Click + Drag:** Pan or select
* **Esc:** Sometimes exits zoom mode

### Performance Tips

**Large Datasets:**

* Charts may be slower with many points
* Use aggregated data when possible
* Limit variables per chart

**Smooth Interaction:**

* Allow chart to fully load before interacting
* Don't rapid-fire zoom actions
* Reset if chart becomes unresponsive

### Troubleshooting

**Zoom doesn't work:** → Check if zoom controls are enabled → Try selection box zoom instead → Refresh page

**Can't pan:** → Must be zoomed in first → Try zoom then pan

**Tooltip doesn't appear:** → Ensure hover over data points → Check browser compatibility → Refresh chart

**Legend clicks don't hide series:** → Refresh chart → Try different browser → Check if feature supported for chart type

***

## Export & Sharing

### Overview

MixModeler charts can be exported and shared through screenshots, allowing you to use visualizations in presentations, reports, and documentation.

**Purpose:** Create professional visualizations for stakeholder communication and documentation.

### Screenshot Method

**How to Export:**

**Step 1: Prepare Chart**

1. Select desired variables
2. Generate chart
3. Customize title
4. Zoom/configure as needed
5. Hide unwanted series via legend

**Step 2: Maximize Chart**

1. Ensure chart is fully visible
2. Remove clutter from screen
3. Consider full-screen mode

**Step 3: Take Screenshot**

**Windows:**

* **Snipping Tool:** Windows + Shift + S
* **Full screen:** Print Screen
* **Window:** Alt + Print Screen

**Mac:**

* **Selection:** Cmd + Shift + 4
* **Window:** Cmd + Shift + 4, then Space
* **Full screen:** Cmd + Shift + 3

**Step 4: Save Image**

1. Paste into image editor
2. Crop to chart area
3. Save as PNG or JPG
4. Use in presentations

### Best Practices for Export

**Before Screenshot:**

* Clean chart title (descriptive)
* Remove unnecessary UI elements
* Optimal zoom level
* Hide irrelevant series

**Image Quality:**

* Use PNG for better quality
* Higher resolution for presentations
* Crop tightly to chart

**File Naming:**

* Descriptive names
* Include date
* Example: "TV\_Digital\_Comparison\_Q1\_2024.png"

### Using Exported Charts

#### PowerPoint/Presentations

**Best Practices:**

1. Insert as image
2. Add annotations/callouts
3. Highlight key insights
4. Include source note

**Slide Layout:**

```
Title: Key Finding
Chart: Centered, large
Bullets: 2-3 insights below
```

#### Reports

**Integration:**

* Insert in relevant sections
* Reference in text
* Add figure captions
* Number figures sequentially

**Example Caption:**

```
Figure 1: TV vs. Digital Spend Trends, Jan-Dec 2024
Source: MixModeler Variable Charts
```

#### Documentation

**Use Cases:**

* Model specification documentation
* Data quality reports
* Analysis methodology
* Stakeholder updates

### Creating Chart Packages

**For Comprehensive Analysis:**

**Package Contents:**

1. Line chart: All variables over time
2. Scatter plots: Key relationships (Spend vs. KPI)
3. Correlation matrix: Variable relationships
4. Stacked chart: Budget mix evolution

**Organizing:**

* Consistent titles
* Same time period
* Logical order
* Clear file names

### Sharing with Stakeholders

#### For Executives

**Focus:**

* High-level trends
* Key insights only
* Minimal technical detail
* Clean, simple charts

**Recommended Charts:**

* KPI trend line chart
* Budget mix stacked chart
* Top performers comparison

#### For Marketing Teams

**Focus:**

* Channel-specific details
* Performance comparisons
* Tactical insights
* Campaign periods highlighted

**Recommended Charts:**

* Individual channel trends
* Channel scatter plots vs. KPI
* Period comparisons

#### For Data Teams

**Focus:**

* Technical details
* Correlations
* Data quality
* Transformation effects

**Recommended Charts:**

* Correlation matrices
* Raw vs. transformed comparisons
* Full variable sets

### Presentation Tips

**Chart in Slides:**

* One main insight per slide
* Don't overcrowd
* Annotate key points
* Tell a story

**Highlighting Insights:**

* Use arrows/callouts
* Circle key areas
* Add text boxes
* Color code findings

**Building Narrative:**

```
Slide 1: "The Trend" - Line chart showing growth
Slide 2: "The Driver" - Scatter showing spend relationship
Slide 3: "The Recommendation" - Action based on insights
```

### Data Export Alternative

**For Advanced Analysis:**

While charts themselves are screenshot-based, you can export underlying data:

**From Model Library:**

1. Export model to Excel
2. Contains all variable data
3. Create custom charts in Excel
4. Full control over visualization

**Advantages:**

* Custom chart types
* Advanced formatting
* Data manipulation
* Integration with other data

### Common Export Scenarios

#### Scenario 1: Executive Summary

**Need:** One-page visual summary

**Charts:**

1. KPI trend (line chart)
2. Top 3 contributors (bar chart)
3. Mix evolution (stacked chart)

**Format:** 3 charts on one slide, key insights bulleted

#### Scenario 2: Deep-Dive Analysis

**Need:** Comprehensive variable analysis

**Charts:**

1. Individual variable trends (multiple line charts)
2. Correlation matrix
3. Scatter plots for relationships
4. Stacked budget allocation

**Format:** Multi-slide deck, detailed annotations

#### Scenario 3: Model Validation Report

**Need:** Document pre-model exploration

**Charts:**

1. All variables time series
2. Expected relationship scatter plots
3. Correlation matrix (multicollinearity check)
4. Raw vs. transformed comparisons

**Format:** Technical document with figure captions

### Troubleshooting Export

**Low Quality Screenshots:** → Use higher resolution capture tool → Maximize chart before screenshot → Use PNG instead of JPG

**Chart Too Small:** → Full-screen browser first → Zoom browser display (Ctrl/Cmd +) → Take screenshot, then zoom back

**Colors Don't Look Good:** → Adjust screen brightness → Check color settings → Consider colorblind-friendly palettes

**Text Too Small:** → Zoom chart before screenshot → Edit title size if possible → Enhance in image editor

### Advanced Tips

**For Publication Quality:**

1. Maximize browser window
2. Hide browser UI (F11 full-screen)
3. Take high-res screenshot
4. Edit in professional tool (Photoshop, etc.)
5. Add professional labels

**For Consistency:**

* Same chart dimensions across exports
* Consistent color scheme
* Standard title format
* Unified branding

**For Accessibility:**

* High contrast colors
* Readable font sizes
* Clear labels
* Descriptive titles

### Quick Reference

**Export Workflow:**

1. ✅ Create chart
2. ✅ Customize title
3. ✅ Configure view (zoom, hide series)
4. ✅ Maximize display
5. ✅ Screenshot
6. ✅ Crop and save
7. ✅ Use in presentation/report

**Best Screenshot Tools:**

* **Windows:** Snipping Tool, Snip & Sketch
* **Mac:** Built-in screenshot (Cmd+Shift+4)
* **Third-party:** Greenshot, Lightshot, Snagit

### Summary

**Interactive Features Enable:**

* Detailed exploration
* Focused analysis
* Precise value inspection
* Dynamic navigation

**Export/Sharing Allows:**

* Professional presentations
* Stakeholder communication
* Documentation
* Report creation

**Key Takeaways:**

* Use interactivity to explore thoroughly
* Screenshot for sharing
* Customize before exporting
* Organize exports systematically
* Tailor to audience

**Next Steps:**

* Practice using interactive features
* Build chart library for common analyses
* Create templates for recurring reports
* Share insights with team