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@@ -57,7 +57,6 @@ This dataset is a comprehensive consolidation of multiple climate-related datase
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  <details>
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  <summary><h3>Dataset Sources - 👇🏻Click to expand</h3></summary>
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  The dataset incorporates data from the following sources:
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  - Tonic Climate Guard Series:
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  - [climate-guard-thinking_data_nocomment_qwen_toxic_agent](https://huggingface.co/datasets/Tonic/climate-guard-thinking_data_nocomment_qwen_toxic_agent)
@@ -69,7 +68,6 @@ The dataset incorporates data from the following sources:
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  - [QuotaClimat/frugalaichallenge-text-train](https://huggingface.co/datasets/QuotaClimat/frugalaichallenge-text-train)
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  - [Climate FEVER dataset](https://huggingface.co/datasets/climate_fever)
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  - [Quota Climat dataset (12% random sample)](https://huggingface.co/datasets/takara-ai/QuotaClimat)
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  </details>
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  <details>
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  - `7_fossil_fuels_needed`: Claims promoting fossil fuel necessity - We need fossil fuels for economic growth, prosperity, and to maintain our standard of living.
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  ## Usage
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  ```python
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  test_data = dataset['test']
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  ```
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- ![Label Distribution Train](label_distribution_train.png)
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- ![Label Source Heatmap Train](label_source_heatmap_train.png)
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- ![Source Distribution Train](source_distribution_train.png)
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  <details>
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- <summary> ## Dataset Statistics </summary>
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  ```json
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  {
 
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  <details>
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  <summary><h3>Dataset Sources - 👇🏻Click to expand</h3></summary>
 
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  The dataset incorporates data from the following sources:
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  - Tonic Climate Guard Series:
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  - [climate-guard-thinking_data_nocomment_qwen_toxic_agent](https://huggingface.co/datasets/Tonic/climate-guard-thinking_data_nocomment_qwen_toxic_agent)
 
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  - [QuotaClimat/frugalaichallenge-text-train](https://huggingface.co/datasets/QuotaClimat/frugalaichallenge-text-train)
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  - [Climate FEVER dataset](https://huggingface.co/datasets/climate_fever)
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  - [Quota Climat dataset (12% random sample)](https://huggingface.co/datasets/takara-ai/QuotaClimat)
 
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  </details>
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  <details>
 
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  - `7_fossil_fuels_needed`: Claims promoting fossil fuel necessity - We need fossil fuels for economic growth, prosperity, and to maintain our standard of living.
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+ ![Label Distribution Train](label_distribution_train.png)
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+ ![Label Source Heatmap Train](label_source_heatmap_train.png)
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+ ![Source Distribution Train](source_distribution_train.png)
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  ## Usage
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  ```python
 
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  test_data = dataset['test']
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  ```
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  <details>
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+ <summary><h3> Dataset Statistics - 👇🏻Click to expand </h3> </summary>
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  ```json
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  {