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Add histograms to the day ahead prices blog
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_posts/energy/day-ahead-prices-nl/2026-02-09-day-ahead-prices-nl.md

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- name: Monthly Average Prices by Year
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- name: Year-over-Year Comparison
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- name: Daily Price Spread Analysis
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- name: Negative Price Analysis
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- name: Data Source
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authors:
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- name: Stefan de Lange
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## Negative Price Analysis
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Negative electricity prices occur when supply exceeds demand, often during periods of
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high renewable energy generation (e.g., sunny and windy afternoons) combined with low
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demand. The original 15-minute price data is downsampled to hourly averages for this
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analysis.
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### Negative Price Frequency
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This chart shows how often negative prices (≤ −0.01 €/kWh) occur each month. Use the
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dropdown to switch between the **number of negative-price hours** and the **cumulative
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sum of negative prices** in €/kWh. Toggle individual years in the legend to compare
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specific periods.
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<div class="l-page">
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<iframe src="{{ '/assets/plotly/day_ahead_prices_nl_negative_frequency.html' | relative_url }}" frameborder='0' scrolling='no' height="600px" width="100%" style="border: 1px dashed grey;"></iframe>
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</div>
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### Hourly Price Distribution
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The histogram below shows the distribution of hourly electricity prices for a selected
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month, binned in steps of 5 cents (0.05 €/kWh). Use the **month dropdown** to explore
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different months, and toggle years in the legend to compare distributions across years.
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<div class="l-page">
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<iframe src="{{ '/assets/plotly/day_ahead_prices_nl_hourly_histogram.html' | relative_url }}" frameborder='0' scrolling='no' height="600px" width="100%" style="border: 1px dashed grey;"></iframe>
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</div>
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---
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## Data Source
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The data used in this analysis comes from Dutch electricity market day-ahead prices,

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