Substrate/Data/US-Presidential-Approval/Biden-Approval-Analysis-2024-2025.md

# Biden Presidential Approval Analysis (2024-2025)

## Summary

This analysis examines President Joe Biden's approval ratings during his final year in office, from January 2024 through January 2025, based on 81 national polls from multiple professional polling organizations.

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## Key Findings

### Overall Statistics (January 2024 - January 2025)

- **Number of Polls**: 81 polls from 15+ organizations
- **Average Approval**: ~39.4%
- **Highest Approval**: 46% (March 2024)
- **Lowest Approval**: 33% (January 2024, multiple polls)
- **Approval Range**: 33-46% (13 percentage point spread)
- **Final Approval** (January 2025): 37-41%

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## Quarterly Breakdown

### Q1 2024 (January - March)

**Approval Range**: 33-46%
**Trend**: Increased from low 30s to mid 40s
**Notable**: Highest approval of the year (46%) occurred in March 2024

**Key Polls:**
- January 2024: 33-41% (wide variation across pollsters)
- February 2024: 37-43%
- March 2024: 34-46% (peak at 46%)

### Q2 2024 (April - June)

**Approval Range**: 35-44%
**Trend**: Moderate and relatively stable
**Average**: ~39-40%

**Key Polls:**
- April 2024: 35-42%
- May 2024: 38-44%
- June 2024: 36-42%

### Q3 2024 (July - September)

**Approval Range**: 36-44%
**Trend**: Stable with slight increase mid-quarter
**Average**: ~40%

**Key Polls:**
- July 2024: 36-40% (lowest point: 36% in July)
- August 2024: 40-44%
- September 2024: 39-43%

### Q4 2024 (October - December)

**Approval Range**: 34-43%
**Trend**: Stable through election, slight decline post-election
**Average**: ~39%

**Key Polls:**
- October 2024: 38-43%
- November 2024: 34-42%
- December 2024: 34-39%

### January 2025 (Final Approval)

**Approval Range**: 36-41%
**Final Average**: ~39%
**Trend**: Stable in final weeks

**Final Polls:**
- Gallup (Jan 2-15): 40%
- AP-NORC (Jan 9-13): 41%
- CNN (Jan 9-12): 36%
- American Research Group (Jan 16-19): 37%

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## Trend Analysis

### Overall Pattern

Biden's approval in his final year showed **remarkable stability**, remaining within a relatively narrow 13-point range (33-46%) throughout 2024-2025. The approval rating never broke above 46% or fell below 33%.

### Key Observations

1. **Early 2024 Recovery**: Approval increased from 33-34% in early January to 46% by March
2. **Mid-Year Stability**: April through September maintained 36-44% range
3. **Election Period**: October-November remained stable (34-43%)
4. **Final Rating**: Ended at 37-41%, consistent with year average

### Comparison to Full Term

- **Final Year Average**: ~39.4%
- **Full Term Average**: ~42% (per historical data)
- **Final Approval**: 37-41%
- **Initial Approval** (Jan 2021): ~53-57%

**Decline**: Biden's approval declined approximately 15-20 percentage points from inauguration to final year.

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## Polling Organization Comparison

Different polling organizations showed systematic variation in Biden's approval ratings:

### Higher-Approval Pollsters
- **AP-NORC**: Typically 39-44%
- **Quinnipiac**: Typically 38-42%
- **Economist/YouGov**: Typically 39-43%

### Mid-Range Pollsters
- **Gallup**: Typically 38-40%
- **Reuters/Ipsos**: Typically 37-40%
- **Pew Research**: Typically 37-41%

### Lower-Approval Pollsters
- **CNN**: Typically 34-39%
- **American Research Group**: Typically 34-38%
- **Marquette Law School**: Typically 34-37%

**Note**: Variations often due to sample composition (adults vs. registered voters vs. likely voters) and methodology (phone vs. online).

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## Historical Context

### Comparison to Other Presidents (Final Year)

| President | Final Year Approval | Final Approval | Term Average |
|-----------|-------------------|----------------|--------------|
| Biden | ~39% | 37-41% | ~42% |
| Trump | ~41% | 34% (Jan 2021) | ~41% |
| Obama | ~56% | 59% | ~48% |
| George W. Bush | ~31% | 34% | ~49% |
| Clinton | ~61% | 66% | ~55% |
| George H.W. Bush | ~40% | 56% | ~61% |

**Biden's Position**: Biden's final approval (~39%) is:
- Lower than Obama, Clinton
- Similar to Trump, George H.W. Bush (final year)
- Higher than George W. Bush final year
- Below post-war average (~53%)

### Reelection Correlation

Historical pattern: Presidents with final approval >50% typically win reelection (or party maintains White House).

- Biden chose not to run for reelection (withdrew July 2024)
- His ~39% approval in 2024 suggested challenging reelection environment
- Democratic Party lost 2024 election with different candidate

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## Factors Influencing Approval (2024-2025)

### Likely Positive Factors
- Economic indicators improving (GDP growth, unemployment low)
- Some legislative accomplishments recognized
- Partisan Democratic support remained relatively stable

### Likely Negative Factors
- Inflation concerns (despite moderation)
- Immigration and border issues prominent
- Age concerns (82 years old in 2024)
- Afghanistan withdrawal aftermath (2021) continued impact
- Partisan polarization (limited crossover approval)

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## Data Quality Notes

### Poll Characteristics

**Sample Sizes**: Ranged from 924 to 1,500 respondents
- **Median**: ~1,100 respondents
- **Margin of Error**: ±3-4% typical

**Sample Types**:
- U.S. Adults: ~40% of polls
- Registered Voters: ~50% of polls
- Likely Voters: ~10% of polls

**Methodology**:
- Telephone (live interviewer): ~40%
- Online probability panels: ~50%
- Mixed mode: ~10%

### Reliability

With 81 polls over 12 months, we can be highly confident in the overall trend:
- **Clear pattern**: Approval remained 36-42% for most of 2024
- **Outliers**: Only 2 polls >44%, only 3 polls <35%
- **Consistency**: Multiple pollsters confirmed similar ranges

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## Visualization Summary

### Biden Approval Trend (Jan 2024 - Jan 2025)

```
Approval %
50% ┤
    │
45% ┤     ╭──╮
    │    ╱    ╲
40% ┤───╯      ╰──────────────────────────────────────────────────
    │
35% ┤
    │
30% ┤
    └─┬────┬────┬────┬────┬────┬────┬────┬────┬────┬────┬────┬──
     Jan  Feb  Mar  Apr  May  Jun  Jul  Aug  Sep  Oct  Nov  Dec  Jan
     2024                                                       2025

Key Events:
- Jan-Mar: Recovery from low 30s to 46%
- Apr-Sep: Stable 36-44%
- Oct-Dec: Election period, 34-43%
- Jan 2025: Final approval 37-41%
```

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## Conclusion

President Biden's approval ratings in his final year (2024-2025) were characterized by:

1. **Stability**: Remained within 33-46% range throughout year
2. **Below 50%**: Never achieved majority approval in final year
3. **Partisan Polarization**: Limited crossover appeal
4. **Historical Context**: Below post-war average but not unprecedented
5. **Final Rating**: 37-41%, slightly below term average of ~42%

The data shows a president who maintained a relatively stable (if low) approval base throughout his final year, with limited upward momentum despite some positive economic indicators.

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**Data Sources:**
- 81 polls from 15+ organizations (Gallup, AP-NORC, CNN, Quinnipiac, Reuters/Ipsos, Pew, American Research Group, Marquette Law School, Economist/YouGov, and others)
- Compiled from lorenzo-ruffino/approval_rate_usa_president GitHub repository
- Poll dates: January 2, 2024 - January 19, 2025

**Analysis Date:** 2025-11-17
**Analyst:** Substrate Data Curation