## Figure 2.6. Evolution of House Prices at Risk (HaR) and Shifts in Riskiness

## Source details

**Canonical URL:** [Figure 2.6. Evolution of House Prices at Risk (HaR) and Shifts in Riskiness](https://www.imf.org/-/media/files/publications/gfsr/2019/april/english/ch2data/csv/figure26.csv)

## Other formats

- [Markdown version](/-/media/files/publications/gfsr/2019/april/english/ch2data/csv/figure26.csv.md)
- [Structured JSON version](/-/media/files/publications/gfsr/2019/april/english/ch2data/csv/figure26.csv.json)

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### Dataset scope and structure
- Worksheet name: "csv"
- Row count: 117
- Column count: 31
- Panels / labels present in the file:
  - "1. Advanced Economies: HaR over Time and across Countries"
  - "2. Emerging Market Economies: HaR over Time and across Countries"
  - "3. Advanced Economies: HaR over Time and across Countries"
  - "4. Emerging Market Economies: HaR over Time and across Countries"
  - "(One-year-ahead, cross-country interquartile dispersion)"
  - "(Three-year-ahead, cross-country interquartile dispersion)"
- Key column headings (as they appear):
  - "Median", "0.25%", "0.75%"
  - "HAR_1Y", "HAR_3Y"
  - Year markers: "2007", "2017"
  - "Size"

### Sample time-series values (selected rows as provided)
- Jun-90 (Advanced Economies panel, one-year-ahead interquartile dispersion)
  - Median: -9.973948
  - 0.25%: -16.051646
  - 0.75%: -6.937366
- Jun-90 (Emerging Market Economies panel, one-year-ahead interquartile dispersion)
  - Median: -8.579144
  - 0.25%: -9.325775
  - 0.75%: 4.290898
- Jun-90 (Advanced Economies panel, three-year-ahead interquartile dispersion)
  - Median: -7.580232
  - 0.25%: -10.18129
  - 0.75%: -3.2778054
- Jun-90 (Emerging Market Economies panel, three-year-ahead interquartile dispersion)
  - Median: -5.294768
  - 0.25%: -6.411671
  - 0.75%: 4.313299
- Sep-90 (Advanced Economies, one-year-ahead)
  - Median: -11.031182
  - 0.25%: -15.759248
  - 0.75%: -6.826734
- Sep-90 (Emerging Market Economies, one-year-ahead)
  - Median: -3.5704928
  - 0.25%: -7.9600292
  - 0.75%: 0.7331389
- Sep-90 (Advanced Economies, three-year-ahead)
  - Median: -7.539498
  - 0.25%: -9.560674
  - 0.75%: -2.6788318
- Sep-90 (Emerging Market Economies, three-year-ahead)
  - Median: -4.628144
  - 0.25%: -6.631565
  - 0.75%: 2.023849
- Dec-90 (Advanced Economies, one-year-ahead)
  - Median: -13.180398
  - 0.25%: -15.92254
  - 0.75%: -7.584312
- Dec-90 (Emerging Market Economies, one-year-ahead)
  - Median: -1.516912
  - 0.25%: -10.434223
  - 0.75%: 1.8359654
- Dec-90 (Advanced Economies, three-year-ahead)
  - Median: -8.679056
  - 0.25%: -10.895126
  - 0.75%: -3.2236226
- Dec-90 (Emerging Market Economies, three-year-ahead)
  - Median: -4.7435
  - 0.25%: -6.867998
  - 0.75%: 2.45722
- Mar-91 (Advanced Economies, one-year-ahead)
  - Median: -10.068186
  - 0.25%: -14.60156
  - 0.75%: -6.895854
- Mar-91 (Emerging Market Economies, one-year-ahead)
  - Median: -7.90094
  - 0.25%: -11.851505
  - 0.75%: -2.0154419
- Mar-91 (Advanced Economies, three-year-ahead)
  - Median: -6.39935
  - 0.25%: -10.361372
  - 0.75%: -3.1626346
- Mar-91 (Emerging Market Economies, three-year-ahead)
  - Median: -4.031748
  - 0.25%: -6.471726
  - 0.75%: -0.4706634
- Jun-91 (Advanced Economies, one-year-ahead)
  - Median: -10.063508
  - 0.25%: -14.794948
  - 0.75%: -8.081542
- Jun-91 (Emerging Market Economies, one-year-ahead)
  - Median: -6.136872
  - 0.25%: -10.158288
  - 0.75%: -1.7743786
- Jun-91 (Advanced Economies, three-year-ahead)
  - Median: -6.761758
  - 0.25%: -9.902208
  - 0.75%: -3.869178
- Jun-91 (Emerging Market Economies, three-year-ahead)
  - Median: -4.83605
  - 0.25%: -6.361716
  - 0.75%: -0.7689334

### Cross-sectional and comparative markers (sample entries)
- Row entries with country/region and size markers (sample values shown):
  - Label: "AE"
  - Values: 15.7082, 9.616436, 7.813308, 4.632388, 1
  - Additional sample numeric values in adjacent columns: 13.339904, 8.994672, 5.006832, 0.158002, 0.138018556
  - Other sample numeric values: 5.952512, 1.2363564, 9.683668, 9.615748, 0.022227914, 7.260712, 3.7454916, 3.0519468, -0.4648012, 0.026226301

### Notes on content and usage
- The dataset provides panel-level median and interquartile dispersion statistics for one-year-ahead and three-year-ahead House Prices at Risk (HaR) for Advanced Economies and Emerging Market Economies across time.
- Exact numeric values and labels are preserved as in the file and can be used for time-series analysis, cross-country dispersion analysis, or reproducing figure panels corresponding to Figure 2.6.

*Dataset: figure26.csv (worksheet "csv")*

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_Source: https://www.imf.org/-/media/files/publications/gfsr/2019/april/english/ch2data/csv/figure26.csv_