diff --git "a/Training Code/bertFakeNewsPart2.ipynb" "b/Training Code/bertFakeNewsPart2.ipynb"
new file mode 100644--- /dev/null
+++ "b/Training Code/bertFakeNewsPart2.ipynb"
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+ "7273b48aee874122b2db6977f3bc4dd9": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "a35327b14b0c4eaf815f52b737098d08": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ }
+ }
+ }
+ },
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {
+ "colab": {
+ "base_uri": "https://localhost:8080/"
+ },
+ "id": "18VpPI1iEIyw",
+ "outputId": "8acf0b02-9100-45d4-d2b1-7efd882ca1fc"
+ },
+ "outputs": [
+ {
+ "output_type": "stream",
+ "name": "stdout",
+ "text": [
+ "Mounted at /content/drive\n"
+ ]
+ }
+ ],
+ "source": [
+ "from google.colab import drive\n",
+ "drive.mount('/content/drive')"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "source": [
+ "!pip install transformers datasets torch scikit-learn"
+ ],
+ "metadata": {
+ "colab": {
+ "base_uri": "https://localhost:8080/"
+ },
+ "id": "lWmny_C1E8Bl",
+ "outputId": "36b831ee-6856-4151-f262-b791c2336bfd"
+ },
+ "execution_count": null,
+ "outputs": [
+ {
+ "output_type": "stream",
+ "name": "stdout",
+ "text": [
+ "Requirement already satisfied: transformers in /usr/local/lib/python3.11/dist-packages (4.52.4)\n",
+ "Requirement already satisfied: datasets in /usr/local/lib/python3.11/dist-packages (2.14.4)\n",
+ "Requirement already satisfied: torch in /usr/local/lib/python3.11/dist-packages (2.6.0+cu124)\n",
+ "Requirement already satisfied: scikit-learn in /usr/local/lib/python3.11/dist-packages (1.6.1)\n",
+ "Requirement already satisfied: filelock in /usr/local/lib/python3.11/dist-packages (from transformers) (3.18.0)\n",
+ "Requirement already satisfied: huggingface-hub<1.0,>=0.30.0 in /usr/local/lib/python3.11/dist-packages (from transformers) (0.33.0)\n",
+ "Requirement already satisfied: numpy>=1.17 in /usr/local/lib/python3.11/dist-packages (from transformers) (2.0.2)\n",
+ "Requirement already satisfied: packaging>=20.0 in /usr/local/lib/python3.11/dist-packages (from transformers) (24.2)\n",
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+ "Requirement already satisfied: requests in /usr/local/lib/python3.11/dist-packages (from transformers) (2.32.3)\n",
+ "Requirement already satisfied: tokenizers<0.22,>=0.21 in /usr/local/lib/python3.11/dist-packages (from transformers) (0.21.1)\n",
+ "Requirement already satisfied: safetensors>=0.4.3 in /usr/local/lib/python3.11/dist-packages (from transformers) (0.5.3)\n",
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+ "Requirement already satisfied: pandas in /usr/local/lib/python3.11/dist-packages (from datasets) (2.2.2)\n",
+ "Requirement already satisfied: xxhash in /usr/local/lib/python3.11/dist-packages (from datasets) (3.5.0)\n",
+ "Requirement already satisfied: multiprocess in /usr/local/lib/python3.11/dist-packages (from datasets) (0.70.15)\n",
+ "Requirement already satisfied: fsspec>=2021.11.1 in /usr/local/lib/python3.11/dist-packages (from fsspec[http]>=2021.11.1->datasets) (2025.3.2)\n",
+ "Requirement already satisfied: aiohttp in /usr/local/lib/python3.11/dist-packages (from datasets) (3.11.15)\n",
+ "Requirement already satisfied: typing-extensions>=4.10.0 in /usr/local/lib/python3.11/dist-packages (from torch) (4.14.0)\n",
+ "Requirement already satisfied: networkx in /usr/local/lib/python3.11/dist-packages (from torch) (3.5)\n",
+ "Requirement already satisfied: jinja2 in /usr/local/lib/python3.11/dist-packages (from torch) (3.1.6)\n",
+ "Collecting nvidia-cuda-nvrtc-cu12==12.4.127 (from torch)\n",
+ " Downloading nvidia_cuda_nvrtc_cu12-12.4.127-py3-none-manylinux2014_x86_64.whl.metadata (1.5 kB)\n",
+ "Collecting nvidia-cuda-runtime-cu12==12.4.127 (from torch)\n",
+ " Downloading nvidia_cuda_runtime_cu12-12.4.127-py3-none-manylinux2014_x86_64.whl.metadata (1.5 kB)\n",
+ "Collecting nvidia-cuda-cupti-cu12==12.4.127 (from torch)\n",
+ " Downloading nvidia_cuda_cupti_cu12-12.4.127-py3-none-manylinux2014_x86_64.whl.metadata (1.6 kB)\n",
+ "Collecting nvidia-cudnn-cu12==9.1.0.70 (from torch)\n",
+ " Downloading nvidia_cudnn_cu12-9.1.0.70-py3-none-manylinux2014_x86_64.whl.metadata (1.6 kB)\n",
+ "Collecting nvidia-cublas-cu12==12.4.5.8 (from torch)\n",
+ " Downloading nvidia_cublas_cu12-12.4.5.8-py3-none-manylinux2014_x86_64.whl.metadata (1.5 kB)\n",
+ "Collecting nvidia-cufft-cu12==11.2.1.3 (from torch)\n",
+ " Downloading nvidia_cufft_cu12-11.2.1.3-py3-none-manylinux2014_x86_64.whl.metadata (1.5 kB)\n",
+ "Collecting nvidia-curand-cu12==10.3.5.147 (from torch)\n",
+ " Downloading nvidia_curand_cu12-10.3.5.147-py3-none-manylinux2014_x86_64.whl.metadata (1.5 kB)\n",
+ "Collecting nvidia-cusolver-cu12==11.6.1.9 (from torch)\n",
+ " Downloading nvidia_cusolver_cu12-11.6.1.9-py3-none-manylinux2014_x86_64.whl.metadata (1.6 kB)\n",
+ "Collecting nvidia-cusparse-cu12==12.3.1.170 (from torch)\n",
+ " Downloading nvidia_cusparse_cu12-12.3.1.170-py3-none-manylinux2014_x86_64.whl.metadata (1.6 kB)\n",
+ "Requirement already satisfied: nvidia-cusparselt-cu12==0.6.2 in /usr/local/lib/python3.11/dist-packages (from torch) (0.6.2)\n",
+ "Requirement already satisfied: nvidia-nccl-cu12==2.21.5 in /usr/local/lib/python3.11/dist-packages (from torch) (2.21.5)\n",
+ "Requirement already satisfied: nvidia-nvtx-cu12==12.4.127 in /usr/local/lib/python3.11/dist-packages (from torch) (12.4.127)\n",
+ "Collecting nvidia-nvjitlink-cu12==12.4.127 (from torch)\n",
+ " Downloading nvidia_nvjitlink_cu12-12.4.127-py3-none-manylinux2014_x86_64.whl.metadata (1.5 kB)\n",
+ "Requirement already satisfied: triton==3.2.0 in /usr/local/lib/python3.11/dist-packages (from torch) (3.2.0)\n",
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+ "Requirement already satisfied: mpmath<1.4,>=1.1.0 in /usr/local/lib/python3.11/dist-packages (from sympy==1.13.1->torch) (1.3.0)\n",
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+ "Requirement already satisfied: attrs>=17.3.0 in /usr/local/lib/python3.11/dist-packages (from aiohttp->datasets) (25.3.0)\n",
+ "Requirement already satisfied: frozenlist>=1.1.1 in /usr/local/lib/python3.11/dist-packages (from aiohttp->datasets) (1.7.0)\n",
+ "Requirement already satisfied: multidict<7.0,>=4.5 in /usr/local/lib/python3.11/dist-packages (from aiohttp->datasets) (6.4.4)\n",
+ "Requirement already satisfied: propcache>=0.2.0 in /usr/local/lib/python3.11/dist-packages (from aiohttp->datasets) (0.3.2)\n",
+ "Requirement already satisfied: yarl<2.0,>=1.17.0 in /usr/local/lib/python3.11/dist-packages (from aiohttp->datasets) (1.20.1)\n",
+ "Requirement already satisfied: hf-xet<2.0.0,>=1.1.2 in /usr/local/lib/python3.11/dist-packages (from huggingface-hub<1.0,>=0.30.0->transformers) (1.1.3)\n",
+ "Requirement already satisfied: charset-normalizer<4,>=2 in /usr/local/lib/python3.11/dist-packages (from requests->transformers) (3.4.2)\n",
+ "Requirement already satisfied: idna<4,>=2.5 in /usr/local/lib/python3.11/dist-packages (from requests->transformers) (3.10)\n",
+ "Requirement already satisfied: urllib3<3,>=1.21.1 in /usr/local/lib/python3.11/dist-packages (from requests->transformers) (2.4.0)\n",
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+ "Requirement already satisfied: python-dateutil>=2.8.2 in /usr/local/lib/python3.11/dist-packages (from pandas->datasets) (2.9.0.post0)\n",
+ "Requirement already satisfied: pytz>=2020.1 in /usr/local/lib/python3.11/dist-packages (from pandas->datasets) (2025.2)\n",
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+ "Requirement already satisfied: six>=1.5 in /usr/local/lib/python3.11/dist-packages (from python-dateutil>=2.8.2->pandas->datasets) (1.17.0)\n",
+ "Downloading nvidia_cublas_cu12-12.4.5.8-py3-none-manylinux2014_x86_64.whl (363.4 MB)\n",
+ "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m363.4/363.4 MB\u001b[0m \u001b[31m4.4 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
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+ "\u001b[?25hDownloading nvidia_cudnn_cu12-9.1.0.70-py3-none-manylinux2014_x86_64.whl (664.8 MB)\n",
+ "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m664.8/664.8 MB\u001b[0m \u001b[31m1.4 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
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+ "\u001b[?25hDownloading nvidia_curand_cu12-10.3.5.147-py3-none-manylinux2014_x86_64.whl (56.3 MB)\n",
+ "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m56.3/56.3 MB\u001b[0m \u001b[31m12.7 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
+ "\u001b[?25hDownloading nvidia_cusolver_cu12-11.6.1.9-py3-none-manylinux2014_x86_64.whl (127.9 MB)\n",
+ "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m127.9/127.9 MB\u001b[0m \u001b[31m9.1 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
+ "\u001b[?25hDownloading nvidia_cusparse_cu12-12.3.1.170-py3-none-manylinux2014_x86_64.whl (207.5 MB)\n",
+ "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m207.5/207.5 MB\u001b[0m \u001b[31m5.6 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
+ "\u001b[?25hDownloading nvidia_nvjitlink_cu12-12.4.127-py3-none-manylinux2014_x86_64.whl (21.1 MB)\n",
+ "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m21.1/21.1 MB\u001b[0m \u001b[31m46.3 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
+ "\u001b[?25hInstalling collected packages: nvidia-nvjitlink-cu12, nvidia-curand-cu12, nvidia-cufft-cu12, nvidia-cuda-runtime-cu12, nvidia-cuda-nvrtc-cu12, nvidia-cuda-cupti-cu12, nvidia-cublas-cu12, nvidia-cusparse-cu12, nvidia-cudnn-cu12, nvidia-cusolver-cu12\n",
+ " Attempting uninstall: nvidia-nvjitlink-cu12\n",
+ " Found existing installation: nvidia-nvjitlink-cu12 12.5.82\n",
+ " Uninstalling nvidia-nvjitlink-cu12-12.5.82:\n",
+ " Successfully uninstalled nvidia-nvjitlink-cu12-12.5.82\n",
+ " Attempting uninstall: nvidia-curand-cu12\n",
+ " Found existing installation: nvidia-curand-cu12 10.3.6.82\n",
+ " Uninstalling nvidia-curand-cu12-10.3.6.82:\n",
+ " Successfully uninstalled nvidia-curand-cu12-10.3.6.82\n",
+ " Attempting uninstall: nvidia-cufft-cu12\n",
+ " Found existing installation: nvidia-cufft-cu12 11.2.3.61\n",
+ " Uninstalling nvidia-cufft-cu12-11.2.3.61:\n",
+ " Successfully uninstalled nvidia-cufft-cu12-11.2.3.61\n",
+ " Attempting uninstall: nvidia-cuda-runtime-cu12\n",
+ " Found existing installation: nvidia-cuda-runtime-cu12 12.5.82\n",
+ " Uninstalling nvidia-cuda-runtime-cu12-12.5.82:\n",
+ " Successfully uninstalled nvidia-cuda-runtime-cu12-12.5.82\n",
+ " Attempting uninstall: nvidia-cuda-nvrtc-cu12\n",
+ " Found existing installation: nvidia-cuda-nvrtc-cu12 12.5.82\n",
+ " Uninstalling nvidia-cuda-nvrtc-cu12-12.5.82:\n",
+ " Successfully uninstalled nvidia-cuda-nvrtc-cu12-12.5.82\n",
+ " Attempting uninstall: nvidia-cuda-cupti-cu12\n",
+ " Found existing installation: nvidia-cuda-cupti-cu12 12.5.82\n",
+ " Uninstalling nvidia-cuda-cupti-cu12-12.5.82:\n",
+ " Successfully uninstalled nvidia-cuda-cupti-cu12-12.5.82\n",
+ " Attempting uninstall: nvidia-cublas-cu12\n",
+ " Found existing installation: nvidia-cublas-cu12 12.5.3.2\n",
+ " Uninstalling nvidia-cublas-cu12-12.5.3.2:\n",
+ " Successfully uninstalled nvidia-cublas-cu12-12.5.3.2\n",
+ " Attempting uninstall: nvidia-cusparse-cu12\n",
+ " Found existing installation: nvidia-cusparse-cu12 12.5.1.3\n",
+ " Uninstalling nvidia-cusparse-cu12-12.5.1.3:\n",
+ " Successfully uninstalled nvidia-cusparse-cu12-12.5.1.3\n",
+ " Attempting uninstall: nvidia-cudnn-cu12\n",
+ " Found existing installation: nvidia-cudnn-cu12 9.3.0.75\n",
+ " Uninstalling nvidia-cudnn-cu12-9.3.0.75:\n",
+ " Successfully uninstalled nvidia-cudnn-cu12-9.3.0.75\n",
+ " Attempting uninstall: nvidia-cusolver-cu12\n",
+ " Found existing installation: nvidia-cusolver-cu12 11.6.3.83\n",
+ " Uninstalling nvidia-cusolver-cu12-11.6.3.83:\n",
+ " Successfully uninstalled nvidia-cusolver-cu12-11.6.3.83\n",
+ "Successfully installed nvidia-cublas-cu12-12.4.5.8 nvidia-cuda-cupti-cu12-12.4.127 nvidia-cuda-nvrtc-cu12-12.4.127 nvidia-cuda-runtime-cu12-12.4.127 nvidia-cudnn-cu12-9.1.0.70 nvidia-cufft-cu12-11.2.1.3 nvidia-curand-cu12-10.3.5.147 nvidia-cusolver-cu12-11.6.1.9 nvidia-cusparse-cu12-12.3.1.170 nvidia-nvjitlink-cu12-12.4.127\n"
+ ]
+ }
+ ]
+ },
+ {
+ "cell_type": "code",
+ "source": [
+ "import os\n",
+ "#this just installs bert locally\n",
+ "!mkdir -p /content/bert_temp\n",
+ "!wget https://huggingface.co/bert-base-uncased/resolve/main/pytorch_model.bin -P /content/bert_temp\n",
+ "!wget https://huggingface.co/bert-base-uncased/resolve/main/config.json -P /content/bert_temp\n",
+ "!wget https://huggingface.co/bert-base-uncased/resolve/main/vocab.txt -P /content/bert_temp"
+ ],
+ "metadata": {
+ "colab": {
+ "base_uri": "https://localhost:8080/"
+ },
+ "id": "-X-6U4fMGKBk",
+ "outputId": "a9e60262-6770-432d-cd4e-a9ba5015480e"
+ },
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+ "name": "stdout",
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+ "\n",
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+ {
+ "cell_type": "code",
+ "source": [],
+ "metadata": {
+ "id": "m1kHjYE7oL5x"
+ },
+ "execution_count": null,
+ "outputs": []
+ },
+ {
+ "cell_type": "markdown",
+ "source": [
+ "***Training Code***"
+ ],
+ "metadata": {
+ "id": "cjfQqijnoCec"
+ }
+ },
+ {
+ "cell_type": "code",
+ "source": [
+ "import pandas as pd\n",
+ "import torch\n",
+ "import numpy as np\n",
+ "from sklearn.model_selection import train_test_split\n",
+ "from sklearn.metrics import classification_report, f1_score, precision_score, recall_score\n",
+ "from transformers import BertTokenizer, BertForSequenceClassification, Trainer, TrainingArguments\n",
+ "from transformers import DataCollatorWithPadding\n",
+ "from datasets import Dataset\n",
+ "import warnings\n",
+ "\n",
+ "\n",
+ "warnings.filterwarnings('ignore')\n",
+ "\n",
+ "\n",
+ "device = torch.device('cuda' if torch.cuda.is_available() else 'cpu')\n",
+ "print(f\"Using device: {device}\")\n",
+ "\n",
+ "# input\n",
+ "try:\n",
+ " df = pd.read_csv(\"/content/drive/MyDrive/MIT PROJECT 2/Proper_Dataset.csv\")\n",
+ " print(\"Data loaded successfully!\")\n",
+ " print(f\"Dataset shape: {df.shape}\")\n",
+ " print(f\"Label distribution before mapping:\\n{df['label'].value_counts()}\")\n",
+ "\n",
+ " #we got one clm here...\n",
+ " df['content'] = df['text']\n",
+ " df['label'] = df['label'].map({'FAKE': 0, 'REAL': 1})\n",
+ "\n",
+ " #ensuring num of real and fake rows havent chnaged\n",
+ " print(f\"Label distribution after mapping:\\n{df['label'].value_counts()}\")\n",
+ "\n",
+ " # spllttin dataset for train-test(80:20)\n",
+ " train_df, test_df = train_test_split(\n",
+ " df[['content', 'label']],\n",
+ " test_size=0.2,\n",
+ " stratify=df['label'],\n",
+ " random_state=42\n",
+ " )\n",
+ "\n",
+ " train_dataset = Dataset.from_pandas(train_df.reset_index(drop=True))\n",
+ " test_dataset = Dataset.from_pandas(test_df.reset_index(drop=True))\n",
+ "\n",
+ " print(f\"Train size: {len(train_dataset)}, Test size: {len(test_dataset)}\")\n",
+ "\n",
+ "except Exception as e:\n",
+ " print(f\"Error loading data: {e}\")\n",
+ " raise\n",
+ "\n",
+ "# loads a BERT tokenizer and uses it to tokenize a dataset\n",
+ "try:\n",
+ " print(\"Loading tokenizer...\")\n",
+ " tokenizer = BertTokenizer.from_pretrained('bert-base-uncased')\n",
+ "\n",
+ " def tokenize_function(examples):\n",
+ " return tokenizer(examples[\"content\"], truncation=True, max_length=512, padding='max_length')\n",
+ "\n",
+ " print(\"Tokenizing train set...\")\n",
+ " train_dataset = train_dataset.map(tokenize_function, batched=True)\n",
+ " print(\"Tokenizing test set...\")\n",
+ " test_dataset = test_dataset.map(tokenize_function, batched=True)\n",
+ "\n",
+ " print(\"Tokenization complete!\")\n",
+ "except Exception as e:\n",
+ " print(f\"Error during tokenization: {e}\")\n",
+ " raise\n",
+ "\n",
+ "\n",
+ "num_fake = 43391\n",
+ "num_real = 64641\n",
+ "#above 2 lines r the number of fake news and real news. since they r imbalanced, weight is added below\n",
+ "total = num_fake + num_real\n",
+ "\n",
+ "weights = torch.tensor([\n",
+ " total / (2 * num_fake),\n",
+ " total / (2 * num_real)\n",
+ "], dtype=torch.float32).to(device)\n",
+ "\n",
+ "print(f\"Class weights: {weights}\")\n",
+ "\n",
+ "#loadin model frm local space\n",
+ "try:\n",
+ " print(\"Loading model...\")\n",
+ " model = BertForSequenceClassification.from_pretrained(\n",
+ " \"./bert_temp\",\n",
+ " num_labels=2\n",
+ " ).to(device)\n",
+ " print(\"Model loaded successfully from local files!\")\n",
+ "except Exception as e:\n",
+ " print(f\"Error loading model: {e}\")\n",
+ " raise\n",
+ "\n",
+ "# Custom Trainer with weighted loss\n",
+ "class WeightedTrainer(Trainer):\n",
+ " def compute_loss(self, model, inputs, return_outputs=False, **kwargs):\n",
+ " if 'num_items_in_batch' in kwargs:\n",
+ " _ = kwargs.pop('num_items_in_batch')\n",
+ " labels = inputs.get(\"labels\")\n",
+ " outputs = model(**inputs)\n",
+ " logits = outputs.get('logits')\n",
+ " loss_fct = torch.nn.CrossEntropyLoss(weight=weights)\n",
+ " loss = loss_fct(logits.view(-1, 2), labels.view(-1))\n",
+ " return (loss, outputs) if return_outputs else loss\n",
+ "\n",
+ "# Training args\n",
+ "training_args = TrainingArguments(\n",
+ " output_dir=\"./results\",\n",
+ " eval_strategy=\"no\",\n",
+ " save_strategy=\"epoch\",\n",
+ " num_train_epochs=4,\n",
+ " per_device_train_batch_size=8,\n",
+ " per_device_eval_batch_size=16,\n",
+ " learning_rate=2e-5,\n",
+ " weight_decay=0.01,\n",
+ " load_best_model_at_end=False,\n",
+ " logging_dir=\"./logs\",\n",
+ " logging_steps=10,\n",
+ " fp16=True,\n",
+ " report_to=\"none\",\n",
+ " save_total_limit=2,\n",
+ " seed=42\n",
+ ")\n",
+ "\n",
+ "# Metrics function\n",
+ "def compute_metrics(eval_pred):\n",
+ " logits, labels = eval_pred\n",
+ " preds = np.argmax(logits, axis=-1)\n",
+ " return {\n",
+ " \"accuracy\": (preds == labels).mean(),\n",
+ " \"f1\": f1_score(labels, preds, average=\"weighted\"),\n",
+ " \"precision\": precision_score(labels, preds, average=\"weighted\"),\n",
+ " \"recall\": recall_score(labels, preds, average=\"weighted\")\n",
+ " }\n",
+ "\n",
+ "\n",
+ "data_collator = DataCollatorWithPadding(tokenizer=tokenizer)#will make sure all inputs in a batch are the same length by padding them but only as much as needed\n",
+ "\n",
+ "try:\n",
+ " print(\"Initializing trainer...\")\n",
+ " trainer = WeightedTrainer(\n",
+ " model=model,\n",
+ " args=training_args,\n",
+ " train_dataset=train_dataset,\n",
+ " eval_dataset=test_dataset,\n",
+ " compute_metrics=compute_metrics,\n",
+ " data_collator=data_collator\n",
+ " )\n",
+ "\n",
+ " print(\"Starting training...\")\n",
+ " train_results = trainer.train()\n",
+ "\n",
+ " # Savin thge model\n",
+ " print(\"Training complete! Saving model...\")\n",
+ " trainer.save_model(\"/content/drive/MyDrive/MIT PROJECT 2/fake_news_bert_model\")\n",
+ " tokenizer.save_pretrained(\"/content/drive/MyDrive/MIT PROJECT 2/fake_news_bert_model\")\n",
+ " print(\"Model saved successfully!\")\n",
+ "\n",
+ "\n",
+ " print(\"Final evaluation on test data:\")\n",
+ " metrics = trainer.evaluate()\n",
+ " print(metrics)\n",
+ "\n",
+ "except Exception as e:\n",
+ " print(f\"Error during training: {e}\")\n",
+ " raise"
+ ],
+ "metadata": {
+ "colab": {
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+ "outputId": "db1659b0-a65f-4a6f-8980-b5a35049e1a4"
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+ "execution_count": null,
+ "outputs": [
+ {
+ "metadata": {
+ "tags": null
+ },
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Using device: cuda\n",
+ "Data loaded successfully!\n",
+ "Dataset shape: (108032, 2)\n",
+ "Label distribution before mapping:\n",
+ "label\n",
+ "REAL 64641\n",
+ "FAKE 43391\n",
+ "Name: count, dtype: int64\n",
+ "Label distribution after mapping:\n",
+ "label\n",
+ "1 64641\n",
+ "0 43391\n",
+ "Name: count, dtype: int64\n",
+ "Train size: 86425, Test size: 21607\n",
+ "Loading tokenizer...\n"
+ ]
+ },
+ {
+ "data": {
+ "application/vnd.jupyter.widget-view+json": {
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+ "tokenizer_config.json: 0%| | 0.00/48.0 [00:00\n",
+ " \n",
+ " \n",
+ " [ 7337/43216 28:01 < 2:17:02, 4.36 it/s, Epoch 0.68/4]\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " | Step | \n",
+ " Training Loss | \n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " | 10 | \n",
+ " 0.665000 | \n",
+ "
\n",
+ " \n",
+ " | 20 | \n",
+ " 0.687400 | \n",
+ "
\n",
+ " \n",
+ " | 30 | \n",
+ " 0.566000 | \n",
+ "
\n",
+ " \n",
+ " | 40 | \n",
+ " 0.516400 | \n",
+ "
\n",
+ " \n",
+ " | 50 | \n",
+ " 0.406500 | \n",
+ "
\n",
+ " \n",
+ " | 60 | \n",
+ " 0.354700 | \n",
+ "
\n",
+ " \n",
+ " | 70 | \n",
+ " 0.267600 | \n",
+ "
\n",
+ " \n",
+ " | 80 | \n",
+ " 0.236800 | \n",
+ "
\n",
+ " \n",
+ " | 90 | \n",
+ " 0.227700 | \n",
+ "
\n",
+ " \n",
+ " | 100 | \n",
+ " 0.189200 | \n",
+ "
\n",
+ " \n",
+ " | 110 | \n",
+ " 0.162900 | \n",
+ "
\n",
+ " \n",
+ " | 120 | \n",
+ " 0.155700 | \n",
+ "
\n",
+ " \n",
+ " | 130 | \n",
+ " 0.259900 | \n",
+ "
\n",
+ " \n",
+ " | 140 | \n",
+ " 0.142200 | \n",
+ "
\n",
+ " \n",
+ " | 150 | \n",
+ " 0.227400 | \n",
+ "
\n",
+ " \n",
+ " | 160 | \n",
+ " 0.154500 | \n",
+ "
\n",
+ " \n",
+ " | 170 | \n",
+ " 0.213200 | \n",
+ "
\n",
+ " \n",
+ " | 180 | \n",
+ " 0.121500 | \n",
+ "
\n",
+ " \n",
+ " | 190 | \n",
+ " 0.231500 | \n",
+ "
\n",
+ " \n",
+ " | 200 | \n",
+ " 0.059900 | \n",
+ "
\n",
+ " \n",
+ " | 210 | \n",
+ " 0.251700 | \n",
+ "
\n",
+ " \n",
+ " | 220 | \n",
+ " 0.298800 | \n",
+ "
\n",
+ " \n",
+ " | 230 | \n",
+ " 0.090800 | \n",
+ "
\n",
+ " \n",
+ " | 240 | \n",
+ " 0.113300 | \n",
+ "
\n",
+ " \n",
+ " | 250 | \n",
+ " 0.025700 | \n",
+ "
\n",
+ " \n",
+ " | 260 | \n",
+ " 0.249600 | \n",
+ "
\n",
+ " \n",
+ " | 270 | \n",
+ " 0.304600 | \n",
+ "
\n",
+ " \n",
+ " | 280 | \n",
+ " 0.010700 | \n",
+ "
\n",
+ " \n",
+ " | 290 | \n",
+ " 0.340200 | \n",
+ "
\n",
+ " \n",
+ " | 300 | \n",
+ " 0.502400 | \n",
+ "
\n",
+ " \n",
+ " | 310 | \n",
+ " 0.073400 | \n",
+ "
\n",
+ " \n",
+ " | 320 | \n",
+ " 0.194600 | \n",
+ "
\n",
+ " \n",
+ " | 330 | \n",
+ " 0.079100 | \n",
+ "
\n",
+ " \n",
+ " | 340 | \n",
+ " 0.196500 | \n",
+ "
\n",
+ " \n",
+ " | 350 | \n",
+ " 0.198800 | \n",
+ "
\n",
+ " \n",
+ " | 360 | \n",
+ " 0.096600 | \n",
+ "
\n",
+ " \n",
+ " | 370 | \n",
+ " 0.137600 | \n",
+ "
\n",
+ " \n",
+ " | 380 | \n",
+ " 0.256700 | \n",
+ "
\n",
+ " \n",
+ " | 390 | \n",
+ " 0.145300 | \n",
+ "
\n",
+ " \n",
+ " | 400 | \n",
+ " 0.213100 | \n",
+ "
\n",
+ " \n",
+ " | 410 | \n",
+ " 0.202600 | \n",
+ "
\n",
+ " \n",
+ " | 420 | \n",
+ " 0.069300 | \n",
+ "
\n",
+ " \n",
+ " | 430 | \n",
+ " 0.218500 | \n",
+ "
\n",
+ " \n",
+ " | 440 | \n",
+ " 0.219300 | \n",
+ "
\n",
+ " \n",
+ " | 450 | \n",
+ " 0.264200 | \n",
+ "
\n",
+ " \n",
+ " | 460 | \n",
+ " 0.118400 | \n",
+ "
\n",
+ " \n",
+ " | 470 | \n",
+ " 0.187600 | \n",
+ "
\n",
+ " \n",
+ " | 480 | \n",
+ " 0.210100 | \n",
+ "
\n",
+ " \n",
+ " | 490 | \n",
+ " 0.279500 | \n",
+ "
\n",
+ " \n",
+ " | 500 | \n",
+ " 0.272700 | \n",
+ "
\n",
+ " \n",
+ " | 510 | \n",
+ " 0.161900 | \n",
+ "
\n",
+ " \n",
+ " | 520 | \n",
+ " 0.263200 | \n",
+ "
\n",
+ " \n",
+ " | 530 | \n",
+ " 0.093700 | \n",
+ "
\n",
+ " \n",
+ " | 540 | \n",
+ " 0.246900 | \n",
+ "
\n",
+ " \n",
+ " | 550 | \n",
+ " 0.109500 | \n",
+ "
\n",
+ " \n",
+ " | 560 | \n",
+ " 0.284800 | \n",
+ "
\n",
+ " \n",
+ " | 570 | \n",
+ " 0.120100 | \n",
+ "
\n",
+ " \n",
+ " | 580 | \n",
+ " 0.313800 | \n",
+ "
\n",
+ " \n",
+ " | 590 | \n",
+ " 0.192700 | \n",
+ "
\n",
+ " \n",
+ " | 600 | \n",
+ " 0.317500 | \n",
+ "
\n",
+ " \n",
+ " | 610 | \n",
+ " 0.007000 | \n",
+ "
\n",
+ " \n",
+ " | 620 | \n",
+ " 0.108000 | \n",
+ "
\n",
+ " \n",
+ " | 630 | \n",
+ " 0.213700 | \n",
+ "
\n",
+ " \n",
+ " | 640 | \n",
+ " 0.072200 | \n",
+ "
\n",
+ " \n",
+ " | 650 | \n",
+ " 0.204500 | \n",
+ "
\n",
+ " \n",
+ " | 660 | \n",
+ " 0.242800 | \n",
+ "
\n",
+ " \n",
+ " | 670 | \n",
+ " 0.126700 | \n",
+ "
\n",
+ " \n",
+ " | 680 | \n",
+ " 0.351000 | \n",
+ "
\n",
+ " \n",
+ " | 690 | \n",
+ " 0.239400 | \n",
+ "
\n",
+ " \n",
+ " | 700 | \n",
+ " 0.195600 | \n",
+ "
\n",
+ " \n",
+ " | 710 | \n",
+ " 0.050900 | \n",
+ "
\n",
+ " \n",
+ " | 720 | \n",
+ " 0.135700 | \n",
+ "
\n",
+ " \n",
+ " | 730 | \n",
+ " 0.144200 | \n",
+ "
\n",
+ " \n",
+ " | 740 | \n",
+ " 0.058100 | \n",
+ "
\n",
+ " \n",
+ " | 750 | \n",
+ " 0.050300 | \n",
+ "
\n",
+ " \n",
+ " | 760 | \n",
+ " 0.337600 | \n",
+ "
\n",
+ " \n",
+ " | 770 | \n",
+ " 0.119800 | \n",
+ "
\n",
+ " \n",
+ " | 780 | \n",
+ " 0.175600 | \n",
+ "
\n",
+ " \n",
+ " | 790 | \n",
+ " 0.251800 | \n",
+ "
\n",
+ " \n",
+ " | 800 | \n",
+ " 0.055800 | \n",
+ "
\n",
+ " \n",
+ " | 810 | \n",
+ " 0.135700 | \n",
+ "
\n",
+ " \n",
+ " | 820 | \n",
+ " 0.004300 | \n",
+ "
\n",
+ " \n",
+ " | 830 | \n",
+ " 0.282500 | \n",
+ "
\n",
+ " \n",
+ " | 840 | \n",
+ " 0.291200 | \n",
+ "
\n",
+ " \n",
+ " | 850 | \n",
+ " 0.079700 | \n",
+ "
\n",
+ " \n",
+ " | 860 | \n",
+ " 0.321600 | \n",
+ "
\n",
+ " \n",
+ " | 870 | \n",
+ " 0.010200 | \n",
+ "
\n",
+ " \n",
+ " | 880 | \n",
+ " 0.102500 | \n",
+ "
\n",
+ " \n",
+ " | 890 | \n",
+ " 0.166200 | \n",
+ "
\n",
+ " \n",
+ " | 900 | \n",
+ " 0.149300 | \n",
+ "
\n",
+ " \n",
+ " | 910 | \n",
+ " 0.334700 | \n",
+ "
\n",
+ " \n",
+ " | 920 | \n",
+ " 0.143100 | \n",
+ "
\n",
+ " \n",
+ " | 930 | \n",
+ " 0.054800 | \n",
+ "
\n",
+ " \n",
+ " | 940 | \n",
+ " 0.037800 | \n",
+ "
\n",
+ " \n",
+ " | 950 | \n",
+ " 0.081400 | \n",
+ "
\n",
+ " \n",
+ " | 960 | \n",
+ " 0.199700 | \n",
+ "
\n",
+ " \n",
+ " | 970 | \n",
+ " 0.298600 | \n",
+ "
\n",
+ " \n",
+ " | 980 | \n",
+ " 0.037800 | \n",
+ "
\n",
+ " \n",
+ " | 990 | \n",
+ " 0.076200 | \n",
+ "
\n",
+ " \n",
+ " | 1000 | \n",
+ " 0.001400 | \n",
+ "
\n",
+ " \n",
+ " | 1010 | \n",
+ " 0.171300 | \n",
+ "
\n",
+ " \n",
+ " | 1020 | \n",
+ " 0.181900 | \n",
+ "
\n",
+ " \n",
+ " | 1030 | \n",
+ " 0.081200 | \n",
+ "
\n",
+ " \n",
+ " | 1040 | \n",
+ " 0.144900 | \n",
+ "
\n",
+ " \n",
+ " | 1050 | \n",
+ " 0.161900 | \n",
+ "
\n",
+ " \n",
+ " | 1060 | \n",
+ " 0.109900 | \n",
+ "
\n",
+ " \n",
+ " | 1070 | \n",
+ " 0.042700 | \n",
+ "
\n",
+ " \n",
+ " | 1080 | \n",
+ " 0.056300 | \n",
+ "
\n",
+ " \n",
+ " | 1090 | \n",
+ " 0.162200 | \n",
+ "
\n",
+ " \n",
+ " | 1100 | \n",
+ " 0.216000 | \n",
+ "
\n",
+ " \n",
+ " | 1110 | \n",
+ " 0.154800 | \n",
+ "
\n",
+ " \n",
+ " | 1120 | \n",
+ " 0.150200 | \n",
+ "
\n",
+ " \n",
+ " | 1130 | \n",
+ " 0.254000 | \n",
+ "
\n",
+ " \n",
+ " | 1140 | \n",
+ " 0.003900 | \n",
+ "
\n",
+ " \n",
+ " | 1150 | \n",
+ " 0.172800 | \n",
+ "
\n",
+ " \n",
+ " | 1160 | \n",
+ " 0.409500 | \n",
+ "
\n",
+ " \n",
+ " | 1170 | \n",
+ " 0.017300 | \n",
+ "
\n",
+ " \n",
+ " | 1180 | \n",
+ " 0.049400 | \n",
+ "
\n",
+ " \n",
+ " | 1190 | \n",
+ " 0.228800 | \n",
+ "
\n",
+ " \n",
+ " | 1200 | \n",
+ " 0.270700 | \n",
+ "
\n",
+ " \n",
+ " | 1210 | \n",
+ " 0.278000 | \n",
+ "
\n",
+ " \n",
+ " | 1220 | \n",
+ " 0.321400 | \n",
+ "
\n",
+ " \n",
+ " | 1230 | \n",
+ " 0.023700 | \n",
+ "
\n",
+ " \n",
+ " | 1240 | \n",
+ " 0.071300 | \n",
+ "
\n",
+ " \n",
+ " | 1250 | \n",
+ " 0.155700 | \n",
+ "
\n",
+ " \n",
+ " | 1260 | \n",
+ " 0.164400 | \n",
+ "
\n",
+ " \n",
+ " | 1270 | \n",
+ " 0.048200 | \n",
+ "
\n",
+ " \n",
+ " | 1280 | \n",
+ " 0.201300 | \n",
+ "
\n",
+ " \n",
+ " | 1290 | \n",
+ " 0.108400 | \n",
+ "
\n",
+ " \n",
+ " | 1300 | \n",
+ " 0.149000 | \n",
+ "
\n",
+ " \n",
+ " | 1310 | \n",
+ " 0.057500 | \n",
+ "
\n",
+ " \n",
+ " | 1320 | \n",
+ " 0.004600 | \n",
+ "
\n",
+ " \n",
+ " | 1330 | \n",
+ " 0.003100 | \n",
+ "
\n",
+ " \n",
+ " | 1340 | \n",
+ " 0.087000 | \n",
+ "
\n",
+ " \n",
+ " | 1350 | \n",
+ " 0.002800 | \n",
+ "
\n",
+ " \n",
+ " | 1360 | \n",
+ " 0.139600 | \n",
+ "
\n",
+ " \n",
+ " | 1370 | \n",
+ " 0.057600 | \n",
+ "
\n",
+ " \n",
+ " | 1380 | \n",
+ " 0.121700 | \n",
+ "
\n",
+ " \n",
+ " | 1390 | \n",
+ " 0.091400 | \n",
+ "
\n",
+ " \n",
+ " | 1400 | \n",
+ " 0.241200 | \n",
+ "
\n",
+ " \n",
+ " | 1410 | \n",
+ " 0.406400 | \n",
+ "
\n",
+ " \n",
+ " | 1420 | \n",
+ " 0.077300 | \n",
+ "
\n",
+ " \n",
+ " | 1430 | \n",
+ " 0.007900 | \n",
+ "
\n",
+ " \n",
+ " | 1440 | \n",
+ " 0.174600 | \n",
+ "
\n",
+ " \n",
+ " | 1450 | \n",
+ " 0.301000 | \n",
+ "
\n",
+ " \n",
+ " | 1460 | \n",
+ " 0.105300 | \n",
+ "
\n",
+ " \n",
+ " | 1470 | \n",
+ " 0.353800 | \n",
+ "
\n",
+ " \n",
+ " | 1480 | \n",
+ " 0.104600 | \n",
+ "
\n",
+ " \n",
+ " | 1490 | \n",
+ " 0.212200 | \n",
+ "
\n",
+ " \n",
+ " | 1500 | \n",
+ " 0.196300 | \n",
+ "
\n",
+ " \n",
+ " | 1510 | \n",
+ " 0.132600 | \n",
+ "
\n",
+ " \n",
+ " | 1520 | \n",
+ " 0.087600 | \n",
+ "
\n",
+ " \n",
+ " | 1530 | \n",
+ " 0.126300 | \n",
+ "
\n",
+ " \n",
+ " | 1540 | \n",
+ " 0.125200 | \n",
+ "
\n",
+ " \n",
+ " | 1550 | \n",
+ " 0.022100 | \n",
+ "
\n",
+ " \n",
+ " | 1560 | \n",
+ " 0.110600 | \n",
+ "
\n",
+ " \n",
+ " | 1570 | \n",
+ " 0.160500 | \n",
+ "
\n",
+ " \n",
+ " | 1580 | \n",
+ " 0.003100 | \n",
+ "
\n",
+ " \n",
+ " | 1590 | \n",
+ " 0.054900 | \n",
+ "
\n",
+ " \n",
+ " | 1600 | \n",
+ " 0.075500 | \n",
+ "
\n",
+ " \n",
+ " | 1610 | \n",
+ " 0.231500 | \n",
+ "
\n",
+ " \n",
+ " | 1620 | \n",
+ " 0.102100 | \n",
+ "
\n",
+ " \n",
+ " | 1630 | \n",
+ " 0.053200 | \n",
+ "
\n",
+ " \n",
+ " | 1640 | \n",
+ " 0.143400 | \n",
+ "
\n",
+ " \n",
+ " | 1650 | \n",
+ " 0.285700 | \n",
+ "
\n",
+ " \n",
+ " | 1660 | \n",
+ " 0.081300 | \n",
+ "
\n",
+ " \n",
+ " | 1670 | \n",
+ " 0.126400 | \n",
+ "
\n",
+ " \n",
+ " | 1680 | \n",
+ " 0.029500 | \n",
+ "
\n",
+ " \n",
+ " | 1690 | \n",
+ " 0.163000 | \n",
+ "
\n",
+ " \n",
+ " | 1700 | \n",
+ " 0.003800 | \n",
+ "
\n",
+ " \n",
+ " | 1710 | \n",
+ " 0.318300 | \n",
+ "
\n",
+ " \n",
+ " | 1720 | \n",
+ " 0.003000 | \n",
+ "
\n",
+ " \n",
+ " | 1730 | \n",
+ " 0.114800 | \n",
+ "
\n",
+ " \n",
+ " | 1740 | \n",
+ " 0.081600 | \n",
+ "
\n",
+ " \n",
+ " | 1750 | \n",
+ " 0.119000 | \n",
+ "
\n",
+ " \n",
+ " | 1760 | \n",
+ " 0.140700 | \n",
+ "
\n",
+ " \n",
+ " | 1770 | \n",
+ " 0.090300 | \n",
+ "
\n",
+ " \n",
+ " | 1780 | \n",
+ " 0.124000 | \n",
+ "
\n",
+ " \n",
+ " | 1790 | \n",
+ " 0.062800 | \n",
+ "
\n",
+ " \n",
+ " | 1800 | \n",
+ " 0.108900 | \n",
+ "
\n",
+ " \n",
+ " | 1810 | \n",
+ " 0.146700 | \n",
+ "
\n",
+ " \n",
+ " | 1820 | \n",
+ " 0.083200 | \n",
+ "
\n",
+ " \n",
+ " | 1830 | \n",
+ " 0.152000 | \n",
+ "
\n",
+ " \n",
+ " | 1840 | \n",
+ " 0.003800 | \n",
+ "
\n",
+ " \n",
+ " | 1850 | \n",
+ " 0.147800 | \n",
+ "
\n",
+ " \n",
+ " | 1860 | \n",
+ " 0.236800 | \n",
+ "
\n",
+ " \n",
+ " | 1870 | \n",
+ " 0.180700 | \n",
+ "
\n",
+ " \n",
+ " | 1880 | \n",
+ " 0.086600 | \n",
+ "
\n",
+ " \n",
+ " | 1890 | \n",
+ " 0.203600 | \n",
+ "
\n",
+ " \n",
+ " | 1900 | \n",
+ " 0.052900 | \n",
+ "
\n",
+ " \n",
+ " | 1910 | \n",
+ " 0.146300 | \n",
+ "
\n",
+ " \n",
+ " | 1920 | \n",
+ " 0.254600 | \n",
+ "
\n",
+ " \n",
+ " | 1930 | \n",
+ " 0.104500 | \n",
+ "
\n",
+ " \n",
+ " | 1940 | \n",
+ " 0.265200 | \n",
+ "
\n",
+ " \n",
+ " | 1950 | \n",
+ " 0.084200 | \n",
+ "
\n",
+ " \n",
+ " | 1960 | \n",
+ " 0.005400 | \n",
+ "
\n",
+ " \n",
+ " | 1970 | \n",
+ " 0.332900 | \n",
+ "
\n",
+ " \n",
+ " | 1980 | \n",
+ " 0.204700 | \n",
+ "
\n",
+ " \n",
+ " | 1990 | \n",
+ " 0.343700 | \n",
+ "
\n",
+ " \n",
+ " | 2000 | \n",
+ " 0.038100 | \n",
+ "
\n",
+ " \n",
+ " | 2010 | \n",
+ " 0.098500 | \n",
+ "
\n",
+ " \n",
+ " | 2020 | \n",
+ " 0.088800 | \n",
+ "
\n",
+ " \n",
+ " | 2030 | \n",
+ " 0.084500 | \n",
+ "
\n",
+ " \n",
+ " | 2040 | \n",
+ " 0.096500 | \n",
+ "
\n",
+ " \n",
+ " | 2050 | \n",
+ " 0.067000 | \n",
+ "
\n",
+ " \n",
+ " | 2060 | \n",
+ " 0.032800 | \n",
+ "
\n",
+ " \n",
+ " | 2070 | \n",
+ " 0.320900 | \n",
+ "
\n",
+ " \n",
+ " | 2080 | \n",
+ " 0.001400 | \n",
+ "
\n",
+ " \n",
+ " | 2090 | \n",
+ " 0.009100 | \n",
+ "
\n",
+ " \n",
+ " | 2100 | \n",
+ " 0.016100 | \n",
+ "
\n",
+ " \n",
+ " | 2110 | \n",
+ " 0.144300 | \n",
+ "
\n",
+ " \n",
+ " | 2120 | \n",
+ " 0.204700 | \n",
+ "
\n",
+ " \n",
+ " | 2130 | \n",
+ " 0.064100 | \n",
+ "
\n",
+ " \n",
+ " | 2140 | \n",
+ " 0.182200 | \n",
+ "
\n",
+ " \n",
+ " | 2150 | \n",
+ " 0.146800 | \n",
+ "
\n",
+ " \n",
+ " | 2160 | \n",
+ " 0.286000 | \n",
+ "
\n",
+ " \n",
+ " | 2170 | \n",
+ " 0.087300 | \n",
+ "
\n",
+ " \n",
+ " | 2180 | \n",
+ " 0.116300 | \n",
+ "
\n",
+ " \n",
+ " | 2190 | \n",
+ " 0.140400 | \n",
+ "
\n",
+ " \n",
+ " | 2200 | \n",
+ " 0.015200 | \n",
+ "
\n",
+ " \n",
+ " | 2210 | \n",
+ " 0.008000 | \n",
+ "
\n",
+ " \n",
+ " | 2220 | \n",
+ " 0.240700 | \n",
+ "
\n",
+ " \n",
+ " | 2230 | \n",
+ " 0.265500 | \n",
+ "
\n",
+ " \n",
+ " | 2240 | \n",
+ " 0.070800 | \n",
+ "
\n",
+ " \n",
+ " | 2250 | \n",
+ " 0.107800 | \n",
+ "
\n",
+ " \n",
+ " | 2260 | \n",
+ " 0.088800 | \n",
+ "
\n",
+ " \n",
+ " | 2270 | \n",
+ " 0.228400 | \n",
+ "
\n",
+ " \n",
+ " | 2280 | \n",
+ " 0.211700 | \n",
+ "
\n",
+ " \n",
+ " | 2290 | \n",
+ " 0.109100 | \n",
+ "
\n",
+ " \n",
+ " | 2300 | \n",
+ " 0.127200 | \n",
+ "
\n",
+ " \n",
+ " | 2310 | \n",
+ " 0.148300 | \n",
+ "
\n",
+ " \n",
+ " | 2320 | \n",
+ " 0.013500 | \n",
+ "
\n",
+ " \n",
+ " | 2330 | \n",
+ " 0.122900 | \n",
+ "
\n",
+ " \n",
+ " | 2340 | \n",
+ " 0.125100 | \n",
+ "
\n",
+ " \n",
+ " | 2350 | \n",
+ " 0.142000 | \n",
+ "
\n",
+ " \n",
+ " | 2360 | \n",
+ " 0.002600 | \n",
+ "
\n",
+ " \n",
+ " | 2370 | \n",
+ " 0.277600 | \n",
+ "
\n",
+ " \n",
+ " | 2380 | \n",
+ " 0.001500 | \n",
+ "
\n",
+ " \n",
+ " | 2390 | \n",
+ " 0.116700 | \n",
+ "
\n",
+ " \n",
+ " | 2400 | \n",
+ " 0.044600 | \n",
+ "
\n",
+ " \n",
+ " | 2410 | \n",
+ " 0.263800 | \n",
+ "
\n",
+ " \n",
+ " | 2420 | \n",
+ " 0.117800 | \n",
+ "
\n",
+ " \n",
+ " | 2430 | \n",
+ " 0.065800 | \n",
+ "
\n",
+ " \n",
+ " | 2440 | \n",
+ " 0.084000 | \n",
+ "
\n",
+ " \n",
+ " | 2450 | \n",
+ " 0.111600 | \n",
+ "
\n",
+ " \n",
+ " | 2460 | \n",
+ " 0.201400 | \n",
+ "
\n",
+ " \n",
+ " | 2470 | \n",
+ " 0.177800 | \n",
+ "
\n",
+ " \n",
+ " | 2480 | \n",
+ " 0.162400 | \n",
+ "
\n",
+ " \n",
+ " | 2490 | \n",
+ " 0.109400 | \n",
+ "
\n",
+ " \n",
+ " | 2500 | \n",
+ " 0.004500 | \n",
+ "
\n",
+ " \n",
+ " | 2510 | \n",
+ " 0.186800 | \n",
+ "
\n",
+ " \n",
+ " | 2520 | \n",
+ " 0.149500 | \n",
+ "
\n",
+ " \n",
+ " | 2530 | \n",
+ " 0.011900 | \n",
+ "
\n",
+ " \n",
+ " | 2540 | \n",
+ " 0.055000 | \n",
+ "
\n",
+ " \n",
+ " | 2550 | \n",
+ " 0.129400 | \n",
+ "
\n",
+ " \n",
+ " | 2560 | \n",
+ " 0.072500 | \n",
+ "
\n",
+ " \n",
+ " | 2570 | \n",
+ " 0.029900 | \n",
+ "
\n",
+ " \n",
+ " | 2580 | \n",
+ " 0.116200 | \n",
+ "
\n",
+ " \n",
+ " | 2590 | \n",
+ " 0.011800 | \n",
+ "
\n",
+ " \n",
+ " | 2600 | \n",
+ " 0.102000 | \n",
+ "
\n",
+ " \n",
+ " | 2610 | \n",
+ " 0.198700 | \n",
+ "
\n",
+ " \n",
+ " | 2620 | \n",
+ " 0.044700 | \n",
+ "
\n",
+ " \n",
+ " | 2630 | \n",
+ " 0.146100 | \n",
+ "
\n",
+ " \n",
+ " | 2640 | \n",
+ " 0.057700 | \n",
+ "
\n",
+ " \n",
+ " | 2650 | \n",
+ " 0.117400 | \n",
+ "
\n",
+ " \n",
+ " | 2660 | \n",
+ " 0.185900 | \n",
+ "
\n",
+ " \n",
+ " | 2670 | \n",
+ " 0.098200 | \n",
+ "
\n",
+ " \n",
+ " | 2680 | \n",
+ " 0.133400 | \n",
+ "
\n",
+ " \n",
+ " | 2690 | \n",
+ " 0.006400 | \n",
+ "
\n",
+ " \n",
+ " | 2700 | \n",
+ " 0.023200 | \n",
+ "
\n",
+ " \n",
+ " | 2710 | \n",
+ " 0.283400 | \n",
+ "
\n",
+ " \n",
+ " | 2720 | \n",
+ " 0.155300 | \n",
+ "
\n",
+ " \n",
+ " | 2730 | \n",
+ " 0.243100 | \n",
+ "
\n",
+ " \n",
+ " | 2740 | \n",
+ " 0.015900 | \n",
+ "
\n",
+ " \n",
+ " | 2750 | \n",
+ " 0.074100 | \n",
+ "
\n",
+ " \n",
+ " | 2760 | \n",
+ " 0.284500 | \n",
+ "
\n",
+ " \n",
+ " | 2770 | \n",
+ " 0.093100 | \n",
+ "
\n",
+ " \n",
+ " | 2780 | \n",
+ " 0.060900 | \n",
+ "
\n",
+ " \n",
+ " | 2790 | \n",
+ " 0.006200 | \n",
+ "
\n",
+ " \n",
+ " | 2800 | \n",
+ " 0.144700 | \n",
+ "
\n",
+ " \n",
+ " | 2810 | \n",
+ " 0.165100 | \n",
+ "
\n",
+ " \n",
+ " | 2820 | \n",
+ " 0.018100 | \n",
+ "
\n",
+ " \n",
+ " | 2830 | \n",
+ " 0.079700 | \n",
+ "
\n",
+ " \n",
+ " | 2840 | \n",
+ " 0.131900 | \n",
+ "
\n",
+ " \n",
+ " | 2850 | \n",
+ " 0.091900 | \n",
+ "
\n",
+ " \n",
+ " | 2860 | \n",
+ " 0.163600 | \n",
+ "
\n",
+ " \n",
+ " | 2870 | \n",
+ " 0.186300 | \n",
+ "
\n",
+ " \n",
+ " | 2880 | \n",
+ " 0.116200 | \n",
+ "
\n",
+ " \n",
+ " | 2890 | \n",
+ " 0.087500 | \n",
+ "
\n",
+ " \n",
+ " | 2900 | \n",
+ " 0.006100 | \n",
+ "
\n",
+ " \n",
+ " | 2910 | \n",
+ " 0.063800 | \n",
+ "
\n",
+ " \n",
+ " | 2920 | \n",
+ " 0.034100 | \n",
+ "
\n",
+ " \n",
+ " | 2930 | \n",
+ " 0.005700 | \n",
+ "
\n",
+ " \n",
+ " | 2940 | \n",
+ " 0.049500 | \n",
+ "
\n",
+ " \n",
+ " | 2950 | \n",
+ " 0.184100 | \n",
+ "
\n",
+ " \n",
+ " | 2960 | \n",
+ " 0.069200 | \n",
+ "
\n",
+ " \n",
+ " | 2970 | \n",
+ " 0.084500 | \n",
+ "
\n",
+ " \n",
+ " | 2980 | \n",
+ " 0.389800 | \n",
+ "
\n",
+ " \n",
+ " | 2990 | \n",
+ " 0.121000 | \n",
+ "
\n",
+ " \n",
+ " | 3000 | \n",
+ " 0.102900 | \n",
+ "
\n",
+ " \n",
+ " | 3010 | \n",
+ " 0.091000 | \n",
+ "
\n",
+ " \n",
+ " | 3020 | \n",
+ " 0.054600 | \n",
+ "
\n",
+ " \n",
+ " | 3030 | \n",
+ " 0.314900 | \n",
+ "
\n",
+ " \n",
+ " | 3040 | \n",
+ " 0.135000 | \n",
+ "
\n",
+ " \n",
+ " | 3050 | \n",
+ " 0.097500 | \n",
+ "
\n",
+ " \n",
+ " | 3060 | \n",
+ " 0.041500 | \n",
+ "
\n",
+ " \n",
+ " | 3070 | \n",
+ " 0.130300 | \n",
+ "
\n",
+ " \n",
+ " | 3080 | \n",
+ " 0.078100 | \n",
+ "
\n",
+ " \n",
+ " | 3090 | \n",
+ " 0.160900 | \n",
+ "
\n",
+ " \n",
+ " | 3100 | \n",
+ " 0.136000 | \n",
+ "
\n",
+ " \n",
+ " | 3110 | \n",
+ " 0.119100 | \n",
+ "
\n",
+ " \n",
+ " | 3120 | \n",
+ " 0.036000 | \n",
+ "
\n",
+ " \n",
+ " | 3130 | \n",
+ " 0.012200 | \n",
+ "
\n",
+ " \n",
+ " | 3140 | \n",
+ " 0.162400 | \n",
+ "
\n",
+ " \n",
+ " | 3150 | \n",
+ " 0.080800 | \n",
+ "
\n",
+ " \n",
+ " | 3160 | \n",
+ " 0.115500 | \n",
+ "
\n",
+ " \n",
+ " | 3170 | \n",
+ " 0.128900 | \n",
+ "
\n",
+ " \n",
+ " | 3180 | \n",
+ " 0.091000 | \n",
+ "
\n",
+ " \n",
+ " | 3190 | \n",
+ " 0.079700 | \n",
+ "
\n",
+ " \n",
+ " | 3200 | \n",
+ " 0.153700 | \n",
+ "
\n",
+ " \n",
+ " | 3210 | \n",
+ " 0.102600 | \n",
+ "
\n",
+ " \n",
+ " | 3220 | \n",
+ " 0.085300 | \n",
+ "
\n",
+ " \n",
+ " | 3230 | \n",
+ " 0.140600 | \n",
+ "
\n",
+ " \n",
+ " | 3240 | \n",
+ " 0.099900 | \n",
+ "
\n",
+ " \n",
+ " | 3250 | \n",
+ " 0.079000 | \n",
+ "
\n",
+ " \n",
+ " | 3260 | \n",
+ " 0.001800 | \n",
+ "
\n",
+ " \n",
+ " | 3270 | \n",
+ " 0.113800 | \n",
+ "
\n",
+ " \n",
+ " | 3280 | \n",
+ " 0.181600 | \n",
+ "
\n",
+ " \n",
+ " | 3290 | \n",
+ " 0.148000 | \n",
+ "
\n",
+ " \n",
+ " | 3300 | \n",
+ " 0.183900 | \n",
+ "
\n",
+ " \n",
+ " | 3310 | \n",
+ " 0.120000 | \n",
+ "
\n",
+ " \n",
+ " | 3320 | \n",
+ " 0.092500 | \n",
+ "
\n",
+ " \n",
+ " | 3330 | \n",
+ " 0.089000 | \n",
+ "
\n",
+ " \n",
+ " | 3340 | \n",
+ " 0.074700 | \n",
+ "
\n",
+ " \n",
+ " | 3350 | \n",
+ " 0.001600 | \n",
+ "
\n",
+ " \n",
+ " | 3360 | \n",
+ " 0.001400 | \n",
+ "
\n",
+ " \n",
+ " | 3370 | \n",
+ " 0.134000 | \n",
+ "
\n",
+ " \n",
+ " | 3380 | \n",
+ " 0.149000 | \n",
+ "
\n",
+ " \n",
+ " | 3390 | \n",
+ " 0.346500 | \n",
+ "
\n",
+ " \n",
+ " | 3400 | \n",
+ " 0.002300 | \n",
+ "
\n",
+ " \n",
+ " | 3410 | \n",
+ " 0.162800 | \n",
+ "
\n",
+ " \n",
+ " | 3420 | \n",
+ " 0.163800 | \n",
+ "
\n",
+ " \n",
+ " | 3430 | \n",
+ " 0.160800 | \n",
+ "
\n",
+ " \n",
+ " | 3440 | \n",
+ " 0.072400 | \n",
+ "
\n",
+ " \n",
+ " | 3450 | \n",
+ " 0.107000 | \n",
+ "
\n",
+ " \n",
+ " | 3460 | \n",
+ " 0.188100 | \n",
+ "
\n",
+ " \n",
+ " | 3470 | \n",
+ " 0.018900 | \n",
+ "
\n",
+ " \n",
+ " | 3480 | \n",
+ " 0.006300 | \n",
+ "
\n",
+ " \n",
+ " | 3490 | \n",
+ " 0.049900 | \n",
+ "
\n",
+ " \n",
+ " | 3500 | \n",
+ " 0.195400 | \n",
+ "
\n",
+ " \n",
+ " | 3510 | \n",
+ " 0.171400 | \n",
+ "
\n",
+ " \n",
+ " | 3520 | \n",
+ " 0.204800 | \n",
+ "
\n",
+ " \n",
+ " | 3530 | \n",
+ " 0.126400 | \n",
+ "
\n",
+ " \n",
+ " | 3540 | \n",
+ " 0.045700 | \n",
+ "
\n",
+ " \n",
+ " | 3550 | \n",
+ " 0.215800 | \n",
+ "
\n",
+ " \n",
+ " | 3560 | \n",
+ " 0.127100 | \n",
+ "
\n",
+ " \n",
+ " | 3570 | \n",
+ " 0.082700 | \n",
+ "
\n",
+ " \n",
+ " | 3580 | \n",
+ " 0.107600 | \n",
+ "
\n",
+ " \n",
+ " | 3590 | \n",
+ " 0.102500 | \n",
+ "
\n",
+ " \n",
+ " | 3600 | \n",
+ " 0.048600 | \n",
+ "
\n",
+ " \n",
+ " | 3610 | \n",
+ " 0.004100 | \n",
+ "
\n",
+ " \n",
+ " | 3620 | \n",
+ " 0.079600 | \n",
+ "
\n",
+ " \n",
+ " | 3630 | \n",
+ " 0.105700 | \n",
+ "
\n",
+ " \n",
+ " | 3640 | \n",
+ " 0.155900 | \n",
+ "
\n",
+ " \n",
+ " | 3650 | \n",
+ " 0.005900 | \n",
+ "
\n",
+ " \n",
+ " | 3660 | \n",
+ " 0.149700 | \n",
+ "
\n",
+ " \n",
+ " | 3670 | \n",
+ " 0.063100 | \n",
+ "
\n",
+ " \n",
+ " | 3680 | \n",
+ " 0.376600 | \n",
+ "
\n",
+ " \n",
+ " | 3690 | \n",
+ " 0.034000 | \n",
+ "
\n",
+ " \n",
+ " | 3700 | \n",
+ " 0.131900 | \n",
+ "
\n",
+ " \n",
+ " | 3710 | \n",
+ " 0.168300 | \n",
+ "
\n",
+ " \n",
+ " | 3720 | \n",
+ " 0.135700 | \n",
+ "
\n",
+ " \n",
+ " | 3730 | \n",
+ " 0.122300 | \n",
+ "
\n",
+ " \n",
+ " | 3740 | \n",
+ " 0.032600 | \n",
+ "
\n",
+ " \n",
+ " | 3750 | \n",
+ " 0.003900 | \n",
+ "
\n",
+ " \n",
+ " | 3760 | \n",
+ " 0.266500 | \n",
+ "
\n",
+ " \n",
+ " | 3770 | \n",
+ " 0.175600 | \n",
+ "
\n",
+ " \n",
+ " | 3780 | \n",
+ " 0.258400 | \n",
+ "
\n",
+ " \n",
+ " | 3790 | \n",
+ " 0.053200 | \n",
+ "
\n",
+ " \n",
+ " | 3800 | \n",
+ " 0.088100 | \n",
+ "
\n",
+ " \n",
+ " | 3810 | \n",
+ " 0.142500 | \n",
+ "
\n",
+ " \n",
+ " | 3820 | \n",
+ " 0.179000 | \n",
+ "
\n",
+ " \n",
+ " | 3830 | \n",
+ " 0.086100 | \n",
+ "
\n",
+ " \n",
+ " | 3840 | \n",
+ " 0.162800 | \n",
+ "
\n",
+ " \n",
+ " | 3850 | \n",
+ " 0.300700 | \n",
+ "
\n",
+ " \n",
+ " | 3860 | \n",
+ " 0.018100 | \n",
+ "
\n",
+ " \n",
+ " | 3870 | \n",
+ " 0.146300 | \n",
+ "
\n",
+ " \n",
+ " | 3880 | \n",
+ " 0.051200 | \n",
+ "
\n",
+ " \n",
+ " | 3890 | \n",
+ " 0.038700 | \n",
+ "
\n",
+ " \n",
+ " | 3900 | \n",
+ " 0.145200 | \n",
+ "
\n",
+ " \n",
+ " | 3910 | \n",
+ " 0.079000 | \n",
+ "
\n",
+ " \n",
+ " | 3920 | \n",
+ " 0.137500 | \n",
+ "
\n",
+ " \n",
+ " | 3930 | \n",
+ " 0.176900 | \n",
+ "
\n",
+ " \n",
+ " | 3940 | \n",
+ " 0.063400 | \n",
+ "
\n",
+ " \n",
+ " | 3950 | \n",
+ " 0.232000 | \n",
+ "
\n",
+ " \n",
+ " | 3960 | \n",
+ " 0.112400 | \n",
+ "
\n",
+ " \n",
+ " | 3970 | \n",
+ " 0.449300 | \n",
+ "
\n",
+ " \n",
+ " | 3980 | \n",
+ " 0.131000 | \n",
+ "
\n",
+ " \n",
+ " | 3990 | \n",
+ " 0.114300 | \n",
+ "
\n",
+ " \n",
+ " | 4000 | \n",
+ " 0.103400 | \n",
+ "
\n",
+ " \n",
+ " | 4010 | \n",
+ " 0.224300 | \n",
+ "
\n",
+ " \n",
+ " | 4020 | \n",
+ " 0.114200 | \n",
+ "
\n",
+ " \n",
+ " | 4030 | \n",
+ " 0.173500 | \n",
+ "
\n",
+ " \n",
+ " | 4040 | \n",
+ " 0.005600 | \n",
+ "
\n",
+ " \n",
+ " | 4050 | \n",
+ " 0.040200 | \n",
+ "
\n",
+ " \n",
+ " | 4060 | \n",
+ " 0.041000 | \n",
+ "
\n",
+ " \n",
+ " | 4070 | \n",
+ " 0.097400 | \n",
+ "
\n",
+ " \n",
+ " | 4080 | \n",
+ " 0.264100 | \n",
+ "
\n",
+ " \n",
+ " | 4090 | \n",
+ " 0.212300 | \n",
+ "
\n",
+ " \n",
+ " | 4100 | \n",
+ " 0.148900 | \n",
+ "
\n",
+ " \n",
+ " | 4110 | \n",
+ " 0.126900 | \n",
+ "
\n",
+ " \n",
+ " | 4120 | \n",
+ " 0.049800 | \n",
+ "
\n",
+ " \n",
+ " | 4130 | \n",
+ " 0.074300 | \n",
+ "
\n",
+ " \n",
+ " | 4140 | \n",
+ " 0.028000 | \n",
+ "
\n",
+ " \n",
+ " | 4150 | \n",
+ " 0.006500 | \n",
+ "
\n",
+ " \n",
+ " | 4160 | \n",
+ " 0.153700 | \n",
+ "
\n",
+ " \n",
+ " | 4170 | \n",
+ " 0.132300 | \n",
+ "
\n",
+ " \n",
+ " | 4180 | \n",
+ " 0.142600 | \n",
+ "
\n",
+ " \n",
+ " | 4190 | \n",
+ " 0.004300 | \n",
+ "
\n",
+ " \n",
+ " | 4200 | \n",
+ " 0.220100 | \n",
+ "
\n",
+ " \n",
+ " | 4210 | \n",
+ " 0.177500 | \n",
+ "
\n",
+ " \n",
+ " | 4220 | \n",
+ " 0.184900 | \n",
+ "
\n",
+ " \n",
+ " | 4230 | \n",
+ " 0.003300 | \n",
+ "
\n",
+ " \n",
+ " | 4240 | \n",
+ " 0.055800 | \n",
+ "
\n",
+ " \n",
+ " | 4250 | \n",
+ " 0.010400 | \n",
+ "
\n",
+ " \n",
+ " | 4260 | \n",
+ " 0.090200 | \n",
+ "
\n",
+ " \n",
+ " | 4270 | \n",
+ " 0.117200 | \n",
+ "
\n",
+ " \n",
+ " | 4280 | \n",
+ " 0.095700 | \n",
+ "
\n",
+ " \n",
+ " | 4290 | \n",
+ " 0.092000 | \n",
+ "
\n",
+ " \n",
+ " | 4300 | \n",
+ " 0.071900 | \n",
+ "
\n",
+ " \n",
+ " | 4310 | \n",
+ " 0.009000 | \n",
+ "
\n",
+ " \n",
+ " | 4320 | \n",
+ " 0.124700 | \n",
+ "
\n",
+ " \n",
+ " | 4330 | \n",
+ " 0.084400 | \n",
+ "
\n",
+ " \n",
+ " | 4340 | \n",
+ " 0.118200 | \n",
+ "
\n",
+ " \n",
+ " | 4350 | \n",
+ " 0.003300 | \n",
+ "
\n",
+ " \n",
+ " | 4360 | \n",
+ " 0.035100 | \n",
+ "
\n",
+ " \n",
+ " | 4370 | \n",
+ " 0.002000 | \n",
+ "
\n",
+ " \n",
+ " | 4380 | \n",
+ " 0.316900 | \n",
+ "
\n",
+ " \n",
+ " | 4390 | \n",
+ " 0.088100 | \n",
+ "
\n",
+ " \n",
+ " | 4400 | \n",
+ " 0.366700 | \n",
+ "
\n",
+ " \n",
+ " | 4410 | \n",
+ " 0.048800 | \n",
+ "
\n",
+ " \n",
+ " | 4420 | \n",
+ " 0.269800 | \n",
+ "
\n",
+ " \n",
+ " | 4430 | \n",
+ " 0.132700 | \n",
+ "
\n",
+ " \n",
+ " | 4440 | \n",
+ " 0.165300 | \n",
+ "
\n",
+ " \n",
+ " | 4450 | \n",
+ " 0.028200 | \n",
+ "
\n",
+ " \n",
+ " | 4460 | \n",
+ " 0.197400 | \n",
+ "
\n",
+ " \n",
+ " | 4470 | \n",
+ " 0.041500 | \n",
+ "
\n",
+ " \n",
+ " | 4480 | \n",
+ " 0.130100 | \n",
+ "
\n",
+ " \n",
+ " | 4490 | \n",
+ " 0.075800 | \n",
+ "
\n",
+ " \n",
+ " | 4500 | \n",
+ " 0.127600 | \n",
+ "
\n",
+ " \n",
+ " | 4510 | \n",
+ " 0.090100 | \n",
+ "
\n",
+ " \n",
+ " | 4520 | \n",
+ " 0.243400 | \n",
+ "
\n",
+ " \n",
+ " | 4530 | \n",
+ " 0.027900 | \n",
+ "
\n",
+ " \n",
+ " | 4540 | \n",
+ " 0.029200 | \n",
+ "
\n",
+ " \n",
+ " | 4550 | \n",
+ " 0.087600 | \n",
+ "
\n",
+ " \n",
+ " | 4560 | \n",
+ " 0.158400 | \n",
+ "
\n",
+ " \n",
+ " | 4570 | \n",
+ " 0.065200 | \n",
+ "
\n",
+ " \n",
+ " | 4580 | \n",
+ " 0.230500 | \n",
+ "
\n",
+ " \n",
+ " | 4590 | \n",
+ " 0.072100 | \n",
+ "
\n",
+ " \n",
+ " | 4600 | \n",
+ " 0.089800 | \n",
+ "
\n",
+ " \n",
+ " | 4610 | \n",
+ " 0.263500 | \n",
+ "
\n",
+ " \n",
+ " | 4620 | \n",
+ " 0.282200 | \n",
+ "
\n",
+ " \n",
+ " | 4630 | \n",
+ " 0.004900 | \n",
+ "
\n",
+ " \n",
+ " | 4640 | \n",
+ " 0.025100 | \n",
+ "
\n",
+ " \n",
+ " | 4650 | \n",
+ " 0.126600 | \n",
+ "
\n",
+ " \n",
+ " | 4660 | \n",
+ " 0.157200 | \n",
+ "
\n",
+ " \n",
+ " | 4670 | \n",
+ " 0.033400 | \n",
+ "
\n",
+ " \n",
+ " | 4680 | \n",
+ " 0.061700 | \n",
+ "
\n",
+ " \n",
+ " | 4690 | \n",
+ " 0.077000 | \n",
+ "
\n",
+ " \n",
+ " | 4700 | \n",
+ " 0.145600 | \n",
+ "
\n",
+ " \n",
+ " | 4710 | \n",
+ " 0.008100 | \n",
+ "
\n",
+ " \n",
+ " | 4720 | \n",
+ " 0.003100 | \n",
+ "
\n",
+ " \n",
+ " | 4730 | \n",
+ " 0.101200 | \n",
+ "
\n",
+ " \n",
+ " | 4740 | \n",
+ " 0.220400 | \n",
+ "
\n",
+ " \n",
+ " | 4750 | \n",
+ " 0.109000 | \n",
+ "
\n",
+ " \n",
+ " | 4760 | \n",
+ " 0.064400 | \n",
+ "
\n",
+ " \n",
+ " | 4770 | \n",
+ " 0.060600 | \n",
+ "
\n",
+ " \n",
+ " | 4780 | \n",
+ " 0.187700 | \n",
+ "
\n",
+ " \n",
+ " | 4790 | \n",
+ " 0.001900 | \n",
+ "
\n",
+ " \n",
+ " | 4800 | \n",
+ " 0.004400 | \n",
+ "
\n",
+ " \n",
+ " | 4810 | \n",
+ " 0.057100 | \n",
+ "
\n",
+ " \n",
+ " | 4820 | \n",
+ " 0.043700 | \n",
+ "
\n",
+ " \n",
+ " | 4830 | \n",
+ " 0.001100 | \n",
+ "
\n",
+ " \n",
+ " | 4840 | \n",
+ " 0.009000 | \n",
+ "
\n",
+ " \n",
+ " | 4850 | \n",
+ " 0.090900 | \n",
+ "
\n",
+ " \n",
+ " | 4860 | \n",
+ " 0.094300 | \n",
+ "
\n",
+ " \n",
+ " | 4870 | \n",
+ " 0.348900 | \n",
+ "
\n",
+ " \n",
+ " | 4880 | \n",
+ " 0.047100 | \n",
+ "
\n",
+ " \n",
+ " | 4890 | \n",
+ " 0.059500 | \n",
+ "
\n",
+ " \n",
+ " | 4900 | \n",
+ " 0.011500 | \n",
+ "
\n",
+ " \n",
+ " | 4910 | \n",
+ " 0.187200 | \n",
+ "
\n",
+ " \n",
+ " | 4920 | \n",
+ " 0.081600 | \n",
+ "
\n",
+ " \n",
+ " | 4930 | \n",
+ " 0.079200 | \n",
+ "
\n",
+ " \n",
+ " | 4940 | \n",
+ " 0.149200 | \n",
+ "
\n",
+ " \n",
+ " | 4950 | \n",
+ " 0.077100 | \n",
+ "
\n",
+ " \n",
+ " | 4960 | \n",
+ " 0.121300 | \n",
+ "
\n",
+ " \n",
+ " | 4970 | \n",
+ " 0.084000 | \n",
+ "
\n",
+ " \n",
+ " | 4980 | \n",
+ " 0.187200 | \n",
+ "
\n",
+ " \n",
+ " | 4990 | \n",
+ " 0.003100 | \n",
+ "
\n",
+ " \n",
+ " | 5000 | \n",
+ " 0.193100 | \n",
+ "
\n",
+ " \n",
+ " | 5010 | \n",
+ " 0.266900 | \n",
+ "
\n",
+ " \n",
+ " | 5020 | \n",
+ " 0.155100 | \n",
+ "
\n",
+ " \n",
+ " | 5030 | \n",
+ " 0.072500 | \n",
+ "
\n",
+ " \n",
+ " | 5040 | \n",
+ " 0.004200 | \n",
+ "
\n",
+ " \n",
+ " | 5050 | \n",
+ " 0.152600 | \n",
+ "
\n",
+ " \n",
+ " | 5060 | \n",
+ " 0.076200 | \n",
+ "
\n",
+ " \n",
+ " | 5070 | \n",
+ " 0.093400 | \n",
+ "
\n",
+ " \n",
+ " | 5080 | \n",
+ " 0.001800 | \n",
+ "
\n",
+ " \n",
+ " | 5090 | \n",
+ " 0.185500 | \n",
+ "
\n",
+ " \n",
+ " | 5100 | \n",
+ " 0.094700 | \n",
+ "
\n",
+ " \n",
+ " | 5110 | \n",
+ " 0.152000 | \n",
+ "
\n",
+ " \n",
+ " | 5120 | \n",
+ " 0.215200 | \n",
+ "
\n",
+ " \n",
+ " | 5130 | \n",
+ " 0.179100 | \n",
+ "
\n",
+ " \n",
+ " | 5140 | \n",
+ " 0.111200 | \n",
+ "
\n",
+ " \n",
+ " | 5150 | \n",
+ " 0.087800 | \n",
+ "
\n",
+ " \n",
+ " | 5160 | \n",
+ " 0.180400 | \n",
+ "
\n",
+ " \n",
+ " | 5170 | \n",
+ " 0.036000 | \n",
+ "
\n",
+ " \n",
+ " | 5180 | \n",
+ " 0.084900 | \n",
+ "
\n",
+ " \n",
+ " | 5190 | \n",
+ " 0.004000 | \n",
+ "
\n",
+ " \n",
+ " | 5200 | \n",
+ " 0.143900 | \n",
+ "
\n",
+ " \n",
+ " | 5210 | \n",
+ " 0.212700 | \n",
+ "
\n",
+ " \n",
+ " | 5220 | \n",
+ " 0.051700 | \n",
+ "
\n",
+ " \n",
+ " | 5230 | \n",
+ " 0.147700 | \n",
+ "
\n",
+ " \n",
+ " | 5240 | \n",
+ " 0.067600 | \n",
+ "
\n",
+ " \n",
+ " | 5250 | \n",
+ " 0.115500 | \n",
+ "
\n",
+ " \n",
+ " | 5260 | \n",
+ " 0.042300 | \n",
+ "
\n",
+ " \n",
+ " | 5270 | \n",
+ " 0.091300 | \n",
+ "
\n",
+ " \n",
+ " | 5280 | \n",
+ " 0.051900 | \n",
+ "
\n",
+ " \n",
+ " | 5290 | \n",
+ " 0.136400 | \n",
+ "
\n",
+ " \n",
+ " | 5300 | \n",
+ " 0.124300 | \n",
+ "
\n",
+ " \n",
+ " | 5310 | \n",
+ " 0.223300 | \n",
+ "
\n",
+ " \n",
+ " | 5320 | \n",
+ " 0.073600 | \n",
+ "
\n",
+ " \n",
+ " | 5330 | \n",
+ " 0.087100 | \n",
+ "
\n",
+ " \n",
+ " | 5340 | \n",
+ " 0.005100 | \n",
+ "
\n",
+ " \n",
+ " | 5350 | \n",
+ " 0.241800 | \n",
+ "
\n",
+ " \n",
+ " | 5360 | \n",
+ " 0.053400 | \n",
+ "
\n",
+ " \n",
+ " | 5370 | \n",
+ " 0.001900 | \n",
+ "
\n",
+ " \n",
+ " | 5380 | \n",
+ " 0.172300 | \n",
+ "
\n",
+ " \n",
+ " | 5390 | \n",
+ " 0.002100 | \n",
+ "
\n",
+ " \n",
+ " | 5400 | \n",
+ " 0.001500 | \n",
+ "
\n",
+ " \n",
+ " | 5410 | \n",
+ " 0.077800 | \n",
+ "
\n",
+ " \n",
+ " | 5420 | \n",
+ " 0.149600 | \n",
+ "
\n",
+ " \n",
+ " | 5430 | \n",
+ " 0.001700 | \n",
+ "
\n",
+ " \n",
+ " | 5440 | \n",
+ " 0.089900 | \n",
+ "
\n",
+ " \n",
+ " | 5450 | \n",
+ " 0.109800 | \n",
+ "
\n",
+ " \n",
+ " | 5460 | \n",
+ " 0.173000 | \n",
+ "
\n",
+ " \n",
+ " | 5470 | \n",
+ " 0.159000 | \n",
+ "
\n",
+ " \n",
+ " | 5480 | \n",
+ " 0.097000 | \n",
+ "
\n",
+ " \n",
+ " | 5490 | \n",
+ " 0.194500 | \n",
+ "
\n",
+ " \n",
+ " | 5500 | \n",
+ " 0.149500 | \n",
+ "
\n",
+ " \n",
+ " | 5510 | \n",
+ " 0.060400 | \n",
+ "
\n",
+ " \n",
+ " | 5520 | \n",
+ " 0.094600 | \n",
+ "
\n",
+ " \n",
+ " | 5530 | \n",
+ " 0.004000 | \n",
+ "
\n",
+ " \n",
+ " | 5540 | \n",
+ " 0.136900 | \n",
+ "
\n",
+ " \n",
+ " | 5550 | \n",
+ " 0.261600 | \n",
+ "
\n",
+ " \n",
+ " | 5560 | \n",
+ " 0.055500 | \n",
+ "
\n",
+ " \n",
+ " | 5570 | \n",
+ " 0.004100 | \n",
+ "
\n",
+ " \n",
+ " | 5580 | \n",
+ " 0.304600 | \n",
+ "
\n",
+ " \n",
+ " | 5590 | \n",
+ " 0.168900 | \n",
+ "
\n",
+ " \n",
+ " | 5600 | \n",
+ " 0.155200 | \n",
+ "
\n",
+ " \n",
+ " | 5610 | \n",
+ " 0.020800 | \n",
+ "
\n",
+ " \n",
+ " | 5620 | \n",
+ " 0.107900 | \n",
+ "
\n",
+ " \n",
+ " | 5630 | \n",
+ " 0.121900 | \n",
+ "
\n",
+ " \n",
+ " | 5640 | \n",
+ " 0.207700 | \n",
+ "
\n",
+ " \n",
+ " | 5650 | \n",
+ " 0.051000 | \n",
+ "
\n",
+ " \n",
+ " | 5660 | \n",
+ " 0.131900 | \n",
+ "
\n",
+ " \n",
+ " | 5670 | \n",
+ " 0.137900 | \n",
+ "
\n",
+ " \n",
+ " | 5680 | \n",
+ " 0.092200 | \n",
+ "
\n",
+ " \n",
+ " | 5690 | \n",
+ " 0.081100 | \n",
+ "
\n",
+ " \n",
+ " | 5700 | \n",
+ " 0.064600 | \n",
+ "
\n",
+ " \n",
+ " | 5710 | \n",
+ " 0.065300 | \n",
+ "
\n",
+ " \n",
+ " | 5720 | \n",
+ " 0.074500 | \n",
+ "
\n",
+ " \n",
+ " | 5730 | \n",
+ " 0.005000 | \n",
+ "
\n",
+ " \n",
+ " | 5740 | \n",
+ " 0.113300 | \n",
+ "
\n",
+ " \n",
+ " | 5750 | \n",
+ " 0.001500 | \n",
+ "
\n",
+ " \n",
+ " | 5760 | \n",
+ " 0.002100 | \n",
+ "
\n",
+ " \n",
+ " | 5770 | \n",
+ " 0.195500 | \n",
+ "
\n",
+ " \n",
+ " | 5780 | \n",
+ " 0.000800 | \n",
+ "
\n",
+ " \n",
+ " | 5790 | \n",
+ " 0.181300 | \n",
+ "
\n",
+ " \n",
+ " | 5800 | \n",
+ " 0.148400 | \n",
+ "
\n",
+ " \n",
+ " | 5810 | \n",
+ " 0.238500 | \n",
+ "
\n",
+ " \n",
+ " | 5820 | \n",
+ " 0.064800 | \n",
+ "
\n",
+ " \n",
+ " | 5830 | \n",
+ " 0.120400 | \n",
+ "
\n",
+ " \n",
+ " | 5840 | \n",
+ " 0.075600 | \n",
+ "
\n",
+ " \n",
+ " | 5850 | \n",
+ " 0.108400 | \n",
+ "
\n",
+ " \n",
+ " | 5860 | \n",
+ " 0.100300 | \n",
+ "
\n",
+ " \n",
+ " | 5870 | \n",
+ " 0.017400 | \n",
+ "
\n",
+ " \n",
+ " | 5880 | \n",
+ " 0.114700 | \n",
+ "
\n",
+ " \n",
+ " | 5890 | \n",
+ " 0.073700 | \n",
+ "
\n",
+ " \n",
+ " | 5900 | \n",
+ " 0.172800 | \n",
+ "
\n",
+ " \n",
+ " | 5910 | \n",
+ " 0.092200 | \n",
+ "
\n",
+ " \n",
+ " | 5920 | \n",
+ " 0.076700 | \n",
+ "
\n",
+ " \n",
+ " | 5930 | \n",
+ " 0.112500 | \n",
+ "
\n",
+ " \n",
+ " | 5940 | \n",
+ " 0.039700 | \n",
+ "
\n",
+ " \n",
+ " | 5950 | \n",
+ " 0.030900 | \n",
+ "
\n",
+ " \n",
+ " | 5960 | \n",
+ " 0.005700 | \n",
+ "
\n",
+ " \n",
+ " | 5970 | \n",
+ " 0.001700 | \n",
+ "
\n",
+ " \n",
+ " | 5980 | \n",
+ " 0.037500 | \n",
+ "
\n",
+ " \n",
+ " | 5990 | \n",
+ " 0.063800 | \n",
+ "
\n",
+ " \n",
+ " | 6000 | \n",
+ " 0.071200 | \n",
+ "
\n",
+ " \n",
+ " | 6010 | \n",
+ " 0.017200 | \n",
+ "
\n",
+ " \n",
+ " | 6020 | \n",
+ " 0.208800 | \n",
+ "
\n",
+ " \n",
+ " | 6030 | \n",
+ " 0.055300 | \n",
+ "
\n",
+ " \n",
+ " | 6040 | \n",
+ " 0.005100 | \n",
+ "
\n",
+ " \n",
+ " | 6050 | \n",
+ " 0.198200 | \n",
+ "
\n",
+ " \n",
+ " | 6060 | \n",
+ " 0.070600 | \n",
+ "
\n",
+ " \n",
+ " | 6070 | \n",
+ " 0.052900 | \n",
+ "
\n",
+ " \n",
+ " | 6080 | \n",
+ " 0.107600 | \n",
+ "
\n",
+ " \n",
+ " | 6090 | \n",
+ " 0.052900 | \n",
+ "
\n",
+ " \n",
+ " | 6100 | \n",
+ " 0.021800 | \n",
+ "
\n",
+ " \n",
+ " | 6110 | \n",
+ " 0.159500 | \n",
+ "
\n",
+ " \n",
+ " | 6120 | \n",
+ " 0.001600 | \n",
+ "
\n",
+ " \n",
+ " | 6130 | \n",
+ " 0.158000 | \n",
+ "
\n",
+ " \n",
+ " | 6140 | \n",
+ " 0.003000 | \n",
+ "
\n",
+ " \n",
+ " | 6150 | \n",
+ " 0.064200 | \n",
+ "
\n",
+ " \n",
+ " | 6160 | \n",
+ " 0.089800 | \n",
+ "
\n",
+ " \n",
+ " | 6170 | \n",
+ " 0.156500 | \n",
+ "
\n",
+ " \n",
+ " | 6180 | \n",
+ " 0.157900 | \n",
+ "
\n",
+ " \n",
+ " | 6190 | \n",
+ " 0.050100 | \n",
+ "
\n",
+ " \n",
+ " | 6200 | \n",
+ " 0.175000 | \n",
+ "
\n",
+ " \n",
+ " | 6210 | \n",
+ " 0.029300 | \n",
+ "
\n",
+ " \n",
+ " | 6220 | \n",
+ " 0.096800 | \n",
+ "
\n",
+ " \n",
+ " | 6230 | \n",
+ " 0.185800 | \n",
+ "
\n",
+ " \n",
+ " | 6240 | \n",
+ " 0.115800 | \n",
+ "
\n",
+ " \n",
+ " | 6250 | \n",
+ " 0.152100 | \n",
+ "
\n",
+ " \n",
+ " | 6260 | \n",
+ " 0.072100 | \n",
+ "
\n",
+ " \n",
+ " | 6270 | \n",
+ " 0.074700 | \n",
+ "
\n",
+ " \n",
+ " | 6280 | \n",
+ " 0.256500 | \n",
+ "
\n",
+ " \n",
+ " | 6290 | \n",
+ " 0.132600 | \n",
+ "
\n",
+ " \n",
+ " | 6300 | \n",
+ " 0.272200 | \n",
+ "
\n",
+ " \n",
+ " | 6310 | \n",
+ " 0.134300 | \n",
+ "
\n",
+ " \n",
+ " | 6320 | \n",
+ " 0.102700 | \n",
+ "
\n",
+ " \n",
+ " | 6330 | \n",
+ " 0.052400 | \n",
+ "
\n",
+ " \n",
+ " | 6340 | \n",
+ " 0.089400 | \n",
+ "
\n",
+ " \n",
+ " | 6350 | \n",
+ " 0.141200 | \n",
+ "
\n",
+ " \n",
+ " | 6360 | \n",
+ " 0.003000 | \n",
+ "
\n",
+ " \n",
+ " | 6370 | \n",
+ " 0.245900 | \n",
+ "
\n",
+ " \n",
+ " | 6380 | \n",
+ " 0.078600 | \n",
+ "
\n",
+ " \n",
+ " | 6390 | \n",
+ " 0.175200 | \n",
+ "
\n",
+ " \n",
+ " | 6400 | \n",
+ " 0.043200 | \n",
+ "
\n",
+ " \n",
+ " | 6410 | \n",
+ " 0.059700 | \n",
+ "
\n",
+ " \n",
+ " | 6420 | \n",
+ " 0.189600 | \n",
+ "
\n",
+ " \n",
+ " | 6430 | \n",
+ " 0.067600 | \n",
+ "
\n",
+ " \n",
+ " | 6440 | \n",
+ " 0.052600 | \n",
+ "
\n",
+ " \n",
+ " | 6450 | \n",
+ " 0.226000 | \n",
+ "
\n",
+ " \n",
+ " | 6460 | \n",
+ " 0.108800 | \n",
+ "
\n",
+ " \n",
+ " | 6470 | \n",
+ " 0.133900 | \n",
+ "
\n",
+ " \n",
+ " | 6480 | \n",
+ " 0.005100 | \n",
+ "
\n",
+ " \n",
+ " | 6490 | \n",
+ " 0.133200 | \n",
+ "
\n",
+ " \n",
+ " | 6500 | \n",
+ " 0.176800 | \n",
+ "
\n",
+ " \n",
+ " | 6510 | \n",
+ " 0.126800 | \n",
+ "
\n",
+ " \n",
+ " | 6520 | \n",
+ " 0.049600 | \n",
+ "
\n",
+ " \n",
+ " | 6530 | \n",
+ " 0.275800 | \n",
+ "
\n",
+ " \n",
+ " | 6540 | \n",
+ " 0.003700 | \n",
+ "
\n",
+ " \n",
+ " | 6550 | \n",
+ " 0.006400 | \n",
+ "
\n",
+ " \n",
+ " | 6560 | \n",
+ " 0.195800 | \n",
+ "
\n",
+ " \n",
+ " | 6570 | \n",
+ " 0.012900 | \n",
+ "
\n",
+ " \n",
+ " | 6580 | \n",
+ " 0.001000 | \n",
+ "
\n",
+ " \n",
+ " | 6590 | \n",
+ " 0.001100 | \n",
+ "
\n",
+ " \n",
+ " | 6600 | \n",
+ " 0.077100 | \n",
+ "
\n",
+ " \n",
+ " | 6610 | \n",
+ " 0.170900 | \n",
+ "
\n",
+ " \n",
+ " | 6620 | \n",
+ " 0.142000 | \n",
+ "
\n",
+ " \n",
+ " | 6630 | \n",
+ " 0.123300 | \n",
+ "
\n",
+ " \n",
+ " | 6640 | \n",
+ " 0.153500 | \n",
+ "
\n",
+ " \n",
+ " | 6650 | \n",
+ " 0.109300 | \n",
+ "
\n",
+ " \n",
+ " | 6660 | \n",
+ " 0.063900 | \n",
+ "
\n",
+ " \n",
+ " | 6670 | \n",
+ " 0.194500 | \n",
+ "
\n",
+ " \n",
+ " | 6680 | \n",
+ " 0.067500 | \n",
+ "
\n",
+ " \n",
+ " | 6690 | \n",
+ " 0.171000 | \n",
+ "
\n",
+ " \n",
+ " | 6700 | \n",
+ " 0.250100 | \n",
+ "
\n",
+ " \n",
+ " | 6710 | \n",
+ " 0.012400 | \n",
+ "
\n",
+ " \n",
+ " | 6720 | \n",
+ " 0.086900 | \n",
+ "
\n",
+ " \n",
+ " | 6730 | \n",
+ " 0.071300 | \n",
+ "
\n",
+ " \n",
+ " | 6740 | \n",
+ " 0.078000 | \n",
+ "
\n",
+ " \n",
+ " | 6750 | \n",
+ " 0.261400 | \n",
+ "
\n",
+ " \n",
+ " | 6760 | \n",
+ " 0.050600 | \n",
+ "
\n",
+ " \n",
+ " | 6770 | \n",
+ " 0.247000 | \n",
+ "
\n",
+ " \n",
+ " | 6780 | \n",
+ " 0.046100 | \n",
+ "
\n",
+ " \n",
+ " | 6790 | \n",
+ " 0.073700 | \n",
+ "
\n",
+ " \n",
+ " | 6800 | \n",
+ " 0.301700 | \n",
+ "
\n",
+ " \n",
+ " | 6810 | \n",
+ " 0.102400 | \n",
+ "
\n",
+ " \n",
+ " | 6820 | \n",
+ " 0.022600 | \n",
+ "
\n",
+ " \n",
+ " | 6830 | \n",
+ " 0.220000 | \n",
+ "
\n",
+ " \n",
+ " | 6840 | \n",
+ " 0.047500 | \n",
+ "
\n",
+ " \n",
+ " | 6850 | \n",
+ " 0.112300 | \n",
+ "
\n",
+ " \n",
+ " | 6860 | \n",
+ " 0.202000 | \n",
+ "
\n",
+ " \n",
+ " | 6870 | \n",
+ " 0.003500 | \n",
+ "
\n",
+ " \n",
+ " | 6880 | \n",
+ " 0.175100 | \n",
+ "
\n",
+ " \n",
+ " | 6890 | \n",
+ " 0.043100 | \n",
+ "
\n",
+ " \n",
+ " | 6900 | \n",
+ " 0.148200 | \n",
+ "
\n",
+ " \n",
+ " | 6910 | \n",
+ " 0.019800 | \n",
+ "
\n",
+ " \n",
+ " | 6920 | \n",
+ " 0.001700 | \n",
+ "
\n",
+ " \n",
+ " | 6930 | \n",
+ " 0.153800 | \n",
+ "
\n",
+ " \n",
+ " | 6940 | \n",
+ " 0.008100 | \n",
+ "
\n",
+ " \n",
+ " | 6950 | \n",
+ " 0.085400 | \n",
+ "
\n",
+ " \n",
+ " | 6960 | \n",
+ " 0.065800 | \n",
+ "
\n",
+ " \n",
+ " | 6970 | \n",
+ " 0.000900 | \n",
+ "
\n",
+ " \n",
+ " | 6980 | \n",
+ " 0.000900 | \n",
+ "
\n",
+ " \n",
+ " | 6990 | \n",
+ " 0.164800 | \n",
+ "
\n",
+ " \n",
+ " | 7000 | \n",
+ " 0.130200 | \n",
+ "
\n",
+ " \n",
+ " | 7010 | \n",
+ " 0.081800 | \n",
+ "
\n",
+ " \n",
+ " | 7020 | \n",
+ " 0.003700 | \n",
+ "
\n",
+ " \n",
+ " | 7030 | \n",
+ " 0.167700 | \n",
+ "
\n",
+ " \n",
+ " | 7040 | \n",
+ " 0.158800 | \n",
+ "
\n",
+ " \n",
+ " | 7050 | \n",
+ " 0.209700 | \n",
+ "
\n",
+ " \n",
+ " | 7060 | \n",
+ " 0.004000 | \n",
+ "
\n",
+ " \n",
+ " | 7070 | \n",
+ " 0.105400 | \n",
+ "
\n",
+ " \n",
+ " | 7080 | \n",
+ " 0.132000 | \n",
+ "
\n",
+ " \n",
+ " | 7090 | \n",
+ " 0.122600 | \n",
+ "
\n",
+ " \n",
+ " | 7100 | \n",
+ " 0.107000 | \n",
+ "
\n",
+ " \n",
+ " | 7110 | \n",
+ " 0.096800 | \n",
+ "
\n",
+ " \n",
+ " | 7120 | \n",
+ " 0.171700 | \n",
+ "
\n",
+ " \n",
+ " | 7130 | \n",
+ " 0.001600 | \n",
+ "
\n",
+ " \n",
+ " | 7140 | \n",
+ " 0.064700 | \n",
+ "
\n",
+ " \n",
+ " | 7150 | \n",
+ " 0.001500 | \n",
+ "
\n",
+ " \n",
+ " | 7160 | \n",
+ " 0.265300 | \n",
+ "
\n",
+ " \n",
+ " | 7170 | \n",
+ " 0.126500 | \n",
+ "
\n",
+ " \n",
+ " | 7180 | \n",
+ " 0.094200 | \n",
+ "
\n",
+ " \n",
+ " | 7190 | \n",
+ " 0.080400 | \n",
+ "
\n",
+ " \n",
+ " | 7200 | \n",
+ " 0.054000 | \n",
+ "
\n",
+ " \n",
+ " | 7210 | \n",
+ " 0.211100 | \n",
+ "
\n",
+ " \n",
+ " | 7220 | \n",
+ " 0.045600 | \n",
+ "
\n",
+ " \n",
+ " | 7230 | \n",
+ " 0.285000 | \n",
+ "
\n",
+ " \n",
+ " | 7240 | \n",
+ " 0.134800 | \n",
+ "
\n",
+ " \n",
+ " | 7250 | \n",
+ " 0.048100 | \n",
+ "
\n",
+ " \n",
+ " | 7260 | \n",
+ " 0.073100 | \n",
+ "
\n",
+ " \n",
+ " | 7270 | \n",
+ " 0.310400 | \n",
+ "
\n",
+ " \n",
+ " | 7280 | \n",
+ " 0.031400 | \n",
+ "
\n",
+ " \n",
+ " | 7290 | \n",
+ " 0.109400 | \n",
+ "
\n",
+ " \n",
+ " | 7300 | \n",
+ " 0.044300 | \n",
+ "
\n",
+ " \n",
+ " | 7310 | \n",
+ " 0.092300 | \n",
+ "
\n",
+ " \n",
+ " | 7320 | \n",
+ " 0.199300 | \n",
+ "
\n",
+ " \n",
+ " | 7330 | \n",
+ " 0.003500 | \n",
+ "
\n",
+ " \n",
+ "
"
+ ],
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+ "\n",
+ " \n",
+ " \n",
+ "
\n",
+ " [43216/43216 2:49:07, Epoch 4/4]\n",
+ "
\n",
+ " \n",
+ " \n",
+ " | Step | \n",
+ " Training Loss | \n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " | 10 | \n",
+ " 0.665000 | \n",
+ "
\n",
+ " \n",
+ " | 20 | \n",
+ " 0.687400 | \n",
+ "
\n",
+ " \n",
+ " | 30 | \n",
+ " 0.566000 | \n",
+ "
\n",
+ " \n",
+ " | 40 | \n",
+ " 0.516400 | \n",
+ "
\n",
+ " \n",
+ " | 50 | \n",
+ " 0.406500 | \n",
+ "
\n",
+ " \n",
+ " | 60 | \n",
+ " 0.354700 | \n",
+ "
\n",
+ " \n",
+ " | 70 | \n",
+ " 0.267600 | \n",
+ "
\n",
+ " \n",
+ " | 80 | \n",
+ " 0.236800 | \n",
+ "
\n",
+ " \n",
+ " | 90 | \n",
+ " 0.227700 | \n",
+ "
\n",
+ " \n",
+ " | 100 | \n",
+ " 0.189200 | \n",
+ "
\n",
+ " \n",
+ " | 110 | \n",
+ " 0.162900 | \n",
+ "
\n",
+ " \n",
+ " | 120 | \n",
+ " 0.155700 | \n",
+ "
\n",
+ " \n",
+ " | 130 | \n",
+ " 0.259900 | \n",
+ "
\n",
+ " \n",
+ " | 140 | \n",
+ " 0.142200 | \n",
+ "
\n",
+ " \n",
+ " | 150 | \n",
+ " 0.227400 | \n",
+ "
\n",
+ " \n",
+ " | 160 | \n",
+ " 0.154500 | \n",
+ "
\n",
+ " \n",
+ " | 170 | \n",
+ " 0.213200 | \n",
+ "
\n",
+ " \n",
+ " | 180 | \n",
+ " 0.121500 | \n",
+ "
\n",
+ " \n",
+ " | 190 | \n",
+ " 0.231500 | \n",
+ "
\n",
+ " \n",
+ " | 200 | \n",
+ " 0.059900 | \n",
+ "
\n",
+ " \n",
+ " | 210 | \n",
+ " 0.251700 | \n",
+ "
\n",
+ " \n",
+ " | 220 | \n",
+ " 0.298800 | \n",
+ "
\n",
+ " \n",
+ " | 230 | \n",
+ " 0.090800 | \n",
+ "
\n",
+ " \n",
+ " | 240 | \n",
+ " 0.113300 | \n",
+ "
\n",
+ " \n",
+ " | 250 | \n",
+ " 0.025700 | \n",
+ "
\n",
+ " \n",
+ " | 260 | \n",
+ " 0.249600 | \n",
+ "
\n",
+ " \n",
+ " | 270 | \n",
+ " 0.304600 | \n",
+ "
\n",
+ " \n",
+ " | 280 | \n",
+ " 0.010700 | \n",
+ "
\n",
+ " \n",
+ " | 290 | \n",
+ " 0.340200 | \n",
+ "
\n",
+ " \n",
+ " | 300 | \n",
+ " 0.502400 | \n",
+ "
\n",
+ " \n",
+ " | 310 | \n",
+ " 0.073400 | \n",
+ "
\n",
+ " \n",
+ " | 320 | \n",
+ " 0.194600 | \n",
+ "
\n",
+ " \n",
+ " | 330 | \n",
+ " 0.079100 | \n",
+ "
\n",
+ " \n",
+ " | 340 | \n",
+ " 0.196500 | \n",
+ "
\n",
+ " \n",
+ " | 350 | \n",
+ " 0.198800 | \n",
+ "
\n",
+ " \n",
+ " | 360 | \n",
+ " 0.096600 | \n",
+ "
\n",
+ " \n",
+ " | 370 | \n",
+ " 0.137600 | \n",
+ "
\n",
+ " \n",
+ " | 380 | \n",
+ " 0.256700 | \n",
+ "
\n",
+ " \n",
+ " | 390 | \n",
+ " 0.145300 | \n",
+ "
\n",
+ " \n",
+ " | 400 | \n",
+ " 0.213100 | \n",
+ "
\n",
+ " \n",
+ " | 410 | \n",
+ " 0.202600 | \n",
+ "
\n",
+ " \n",
+ " | 420 | \n",
+ " 0.069300 | \n",
+ "
\n",
+ " \n",
+ " | 430 | \n",
+ " 0.218500 | \n",
+ "
\n",
+ " \n",
+ " | 440 | \n",
+ " 0.219300 | \n",
+ "
\n",
+ " \n",
+ " | 450 | \n",
+ " 0.264200 | \n",
+ "
\n",
+ " \n",
+ " | 460 | \n",
+ " 0.118400 | \n",
+ "
\n",
+ " \n",
+ " | 470 | \n",
+ " 0.187600 | \n",
+ "
\n",
+ " \n",
+ " | 480 | \n",
+ " 0.210100 | \n",
+ "
\n",
+ " \n",
+ " | 490 | \n",
+ " 0.279500 | \n",
+ "
\n",
+ " \n",
+ " | 500 | \n",
+ " 0.272700 | \n",
+ "
\n",
+ " \n",
+ " | 510 | \n",
+ " 0.161900 | \n",
+ "
\n",
+ " \n",
+ " | 520 | \n",
+ " 0.263200 | \n",
+ "
\n",
+ " \n",
+ " | 530 | \n",
+ " 0.093700 | \n",
+ "
\n",
+ " \n",
+ " | 540 | \n",
+ " 0.246900 | \n",
+ "
\n",
+ " \n",
+ " | 550 | \n",
+ " 0.109500 | \n",
+ "
\n",
+ " \n",
+ " | 560 | \n",
+ " 0.284800 | \n",
+ "
\n",
+ " \n",
+ " | 570 | \n",
+ " 0.120100 | \n",
+ "
\n",
+ " \n",
+ " | 580 | \n",
+ " 0.313800 | \n",
+ "
\n",
+ " \n",
+ " | 590 | \n",
+ " 0.192700 | \n",
+ "
\n",
+ " \n",
+ " | 600 | \n",
+ " 0.317500 | \n",
+ "
\n",
+ " \n",
+ " | 610 | \n",
+ " 0.007000 | \n",
+ "
\n",
+ " \n",
+ " | 620 | \n",
+ " 0.108000 | \n",
+ "
\n",
+ " \n",
+ " | 630 | \n",
+ " 0.213700 | \n",
+ "
\n",
+ " \n",
+ " | 640 | \n",
+ " 0.072200 | \n",
+ "
\n",
+ " \n",
+ " | 650 | \n",
+ " 0.204500 | \n",
+ "
\n",
+ " \n",
+ " | 660 | \n",
+ " 0.242800 | \n",
+ "
\n",
+ " \n",
+ " | 670 | \n",
+ " 0.126700 | \n",
+ "
\n",
+ " \n",
+ " | 680 | \n",
+ " 0.351000 | \n",
+ "
\n",
+ " \n",
+ " | 690 | \n",
+ " 0.239400 | \n",
+ "
\n",
+ " \n",
+ " | 700 | \n",
+ " 0.195600 | \n",
+ "
\n",
+ " \n",
+ " | 710 | \n",
+ " 0.050900 | \n",
+ "
\n",
+ " \n",
+ " | 720 | \n",
+ " 0.135700 | \n",
+ "
\n",
+ " \n",
+ " | 730 | \n",
+ " 0.144200 | \n",
+ "
\n",
+ " \n",
+ " | 740 | \n",
+ " 0.058100 | \n",
+ "
\n",
+ " \n",
+ " | 750 | \n",
+ " 0.050300 | \n",
+ "
\n",
+ " \n",
+ " | 760 | \n",
+ " 0.337600 | \n",
+ "
\n",
+ " \n",
+ " | 770 | \n",
+ " 0.119800 | \n",
+ "
\n",
+ " \n",
+ " | 780 | \n",
+ " 0.175600 | \n",
+ "
\n",
+ " \n",
+ " | 790 | \n",
+ " 0.251800 | \n",
+ "
\n",
+ " \n",
+ " | 800 | \n",
+ " 0.055800 | \n",
+ "
\n",
+ " \n",
+ " | 810 | \n",
+ " 0.135700 | \n",
+ "
\n",
+ " \n",
+ " | 820 | \n",
+ " 0.004300 | \n",
+ "
\n",
+ " \n",
+ " | 830 | \n",
+ " 0.282500 | \n",
+ "
\n",
+ " \n",
+ " | 840 | \n",
+ " 0.291200 | \n",
+ "
\n",
+ " \n",
+ " | 850 | \n",
+ " 0.079700 | \n",
+ "
\n",
+ " \n",
+ " | 860 | \n",
+ " 0.321600 | \n",
+ "
\n",
+ " \n",
+ " | 870 | \n",
+ " 0.010200 | \n",
+ "
\n",
+ " \n",
+ " | 880 | \n",
+ " 0.102500 | \n",
+ "
\n",
+ " \n",
+ " | 890 | \n",
+ " 0.166200 | \n",
+ "
\n",
+ " \n",
+ " | 900 | \n",
+ " 0.149300 | \n",
+ "
\n",
+ " \n",
+ " | 910 | \n",
+ " 0.334700 | \n",
+ "
\n",
+ " \n",
+ " | 920 | \n",
+ " 0.143100 | \n",
+ "
\n",
+ " \n",
+ " | 930 | \n",
+ " 0.054800 | \n",
+ "
\n",
+ " \n",
+ " | 940 | \n",
+ " 0.037800 | \n",
+ "
\n",
+ " \n",
+ " | 950 | \n",
+ " 0.081400 | \n",
+ "
\n",
+ " \n",
+ " | 960 | \n",
+ " 0.199700 | \n",
+ "
\n",
+ " \n",
+ " | 970 | \n",
+ " 0.298600 | \n",
+ "
\n",
+ " \n",
+ " | 980 | \n",
+ " 0.037800 | \n",
+ "
\n",
+ " \n",
+ " | 990 | \n",
+ " 0.076200 | \n",
+ "
\n",
+ " \n",
+ " | 1000 | \n",
+ " 0.001400 | \n",
+ "
\n",
+ " \n",
+ " | 1010 | \n",
+ " 0.171300 | \n",
+ "
\n",
+ " \n",
+ " | 1020 | \n",
+ " 0.181900 | \n",
+ "
\n",
+ " \n",
+ " | 1030 | \n",
+ " 0.081200 | \n",
+ "
\n",
+ " \n",
+ " | 1040 | \n",
+ " 0.144900 | \n",
+ "
\n",
+ " \n",
+ " | 1050 | \n",
+ " 0.161900 | \n",
+ "
\n",
+ " \n",
+ " | 1060 | \n",
+ " 0.109900 | \n",
+ "
\n",
+ " \n",
+ " | 1070 | \n",
+ " 0.042700 | \n",
+ "
\n",
+ " \n",
+ " | 1080 | \n",
+ " 0.056300 | \n",
+ "
\n",
+ " \n",
+ " | 1090 | \n",
+ " 0.162200 | \n",
+ "
\n",
+ " \n",
+ " | 1100 | \n",
+ " 0.216000 | \n",
+ "
\n",
+ " \n",
+ " | 1110 | \n",
+ " 0.154800 | \n",
+ "
\n",
+ " \n",
+ " | 1120 | \n",
+ " 0.150200 | \n",
+ "
\n",
+ " \n",
+ " | 1130 | \n",
+ " 0.254000 | \n",
+ "
\n",
+ " \n",
+ " | 1140 | \n",
+ " 0.003900 | \n",
+ "
\n",
+ " \n",
+ " | 1150 | \n",
+ " 0.172800 | \n",
+ "
\n",
+ " \n",
+ " | 1160 | \n",
+ " 0.409500 | \n",
+ "
\n",
+ " \n",
+ " | 1170 | \n",
+ " 0.017300 | \n",
+ "
\n",
+ " \n",
+ " | 1180 | \n",
+ " 0.049400 | \n",
+ "
\n",
+ " \n",
+ " | 1190 | \n",
+ " 0.228800 | \n",
+ "
\n",
+ " \n",
+ " | 1200 | \n",
+ " 0.270700 | \n",
+ "
\n",
+ " \n",
+ " | 1210 | \n",
+ " 0.278000 | \n",
+ "
\n",
+ " \n",
+ " | 1220 | \n",
+ " 0.321400 | \n",
+ "
\n",
+ " \n",
+ " | 1230 | \n",
+ " 0.023700 | \n",
+ "
\n",
+ " \n",
+ " | 1240 | \n",
+ " 0.071300 | \n",
+ "
\n",
+ " \n",
+ " | 1250 | \n",
+ " 0.155700 | \n",
+ "
\n",
+ " \n",
+ " | 1260 | \n",
+ " 0.164400 | \n",
+ "
\n",
+ " \n",
+ " | 1270 | \n",
+ " 0.048200 | \n",
+ "
\n",
+ " \n",
+ " | 1280 | \n",
+ " 0.201300 | \n",
+ "
\n",
+ " \n",
+ " | 1290 | \n",
+ " 0.108400 | \n",
+ "
\n",
+ " \n",
+ " | 1300 | \n",
+ " 0.149000 | \n",
+ "
\n",
+ " \n",
+ " | 1310 | \n",
+ " 0.057500 | \n",
+ "
\n",
+ " \n",
+ " | 1320 | \n",
+ " 0.004600 | \n",
+ "
\n",
+ " \n",
+ " | 1330 | \n",
+ " 0.003100 | \n",
+ "
\n",
+ " \n",
+ " | 1340 | \n",
+ " 0.087000 | \n",
+ "
\n",
+ " \n",
+ " | 1350 | \n",
+ " 0.002800 | \n",
+ "
\n",
+ " \n",
+ " | 1360 | \n",
+ " 0.139600 | \n",
+ "
\n",
+ " \n",
+ " | 1370 | \n",
+ " 0.057600 | \n",
+ "
\n",
+ " \n",
+ " | 1380 | \n",
+ " 0.121700 | \n",
+ "
\n",
+ " \n",
+ " | 1390 | \n",
+ " 0.091400 | \n",
+ "
\n",
+ " \n",
+ " | 1400 | \n",
+ " 0.241200 | \n",
+ "
\n",
+ " \n",
+ " | 1410 | \n",
+ " 0.406400 | \n",
+ "
\n",
+ " \n",
+ " | 1420 | \n",
+ " 0.077300 | \n",
+ "
\n",
+ " \n",
+ " | 1430 | \n",
+ " 0.007900 | \n",
+ "
\n",
+ " \n",
+ " | 1440 | \n",
+ " 0.174600 | \n",
+ "
\n",
+ " \n",
+ " | 1450 | \n",
+ " 0.301000 | \n",
+ "
\n",
+ " \n",
+ " | 1460 | \n",
+ " 0.105300 | \n",
+ "
\n",
+ " \n",
+ " | 1470 | \n",
+ " 0.353800 | \n",
+ "
\n",
+ " \n",
+ " | 1480 | \n",
+ " 0.104600 | \n",
+ "
\n",
+ " \n",
+ " | 1490 | \n",
+ " 0.212200 | \n",
+ "
\n",
+ " \n",
+ " | 1500 | \n",
+ " 0.196300 | \n",
+ "
\n",
+ " \n",
+ " | 1510 | \n",
+ " 0.132600 | \n",
+ "
\n",
+ " \n",
+ " | 1520 | \n",
+ " 0.087600 | \n",
+ "
\n",
+ " \n",
+ " | 1530 | \n",
+ " 0.126300 | \n",
+ "
\n",
+ " \n",
+ " | 1540 | \n",
+ " 0.125200 | \n",
+ "
\n",
+ " \n",
+ " | 1550 | \n",
+ " 0.022100 | \n",
+ "
\n",
+ " \n",
+ " | 1560 | \n",
+ " 0.110600 | \n",
+ "
\n",
+ " \n",
+ " | 1570 | \n",
+ " 0.160500 | \n",
+ "
\n",
+ " \n",
+ " | 1580 | \n",
+ " 0.003100 | \n",
+ "
\n",
+ " \n",
+ " | 1590 | \n",
+ " 0.054900 | \n",
+ "
\n",
+ " \n",
+ " | 1600 | \n",
+ " 0.075500 | \n",
+ "
\n",
+ " \n",
+ " | 1610 | \n",
+ " 0.231500 | \n",
+ "
\n",
+ " \n",
+ " | 1620 | \n",
+ " 0.102100 | \n",
+ "
\n",
+ " \n",
+ " | 1630 | \n",
+ " 0.053200 | \n",
+ "
\n",
+ " \n",
+ " | 1640 | \n",
+ " 0.143400 | \n",
+ "
\n",
+ " \n",
+ " | 1650 | \n",
+ " 0.285700 | \n",
+ "
\n",
+ " \n",
+ " | 1660 | \n",
+ " 0.081300 | \n",
+ "
\n",
+ " \n",
+ " | 1670 | \n",
+ " 0.126400 | \n",
+ "
\n",
+ " \n",
+ " | 1680 | \n",
+ " 0.029500 | \n",
+ "
\n",
+ " \n",
+ " | 1690 | \n",
+ " 0.163000 | \n",
+ "
\n",
+ " \n",
+ " | 1700 | \n",
+ " 0.003800 | \n",
+ "
\n",
+ " \n",
+ " | 1710 | \n",
+ " 0.318300 | \n",
+ "
\n",
+ " \n",
+ " | 1720 | \n",
+ " 0.003000 | \n",
+ "
\n",
+ " \n",
+ " | 1730 | \n",
+ " 0.114800 | \n",
+ "
\n",
+ " \n",
+ " | 1740 | \n",
+ " 0.081600 | \n",
+ "
\n",
+ " \n",
+ " | 1750 | \n",
+ " 0.119000 | \n",
+ "
\n",
+ " \n",
+ " | 1760 | \n",
+ " 0.140700 | \n",
+ "
\n",
+ " \n",
+ " | 1770 | \n",
+ " 0.090300 | \n",
+ "
\n",
+ " \n",
+ " | 1780 | \n",
+ " 0.124000 | \n",
+ "
\n",
+ " \n",
+ " | 1790 | \n",
+ " 0.062800 | \n",
+ "
\n",
+ " \n",
+ " | 1800 | \n",
+ " 0.108900 | \n",
+ "
\n",
+ " \n",
+ " | 1810 | \n",
+ " 0.146700 | \n",
+ "
\n",
+ " \n",
+ " | 1820 | \n",
+ " 0.083200 | \n",
+ "
\n",
+ " \n",
+ " | 1830 | \n",
+ " 0.152000 | \n",
+ "
\n",
+ " \n",
+ " | 1840 | \n",
+ " 0.003800 | \n",
+ "
\n",
+ " \n",
+ " | 1850 | \n",
+ " 0.147800 | \n",
+ "
\n",
+ " \n",
+ " | 1860 | \n",
+ " 0.236800 | \n",
+ "
\n",
+ " \n",
+ " | 1870 | \n",
+ " 0.180700 | \n",
+ "
\n",
+ " \n",
+ " | 1880 | \n",
+ " 0.086600 | \n",
+ "
\n",
+ " \n",
+ " | 1890 | \n",
+ " 0.203600 | \n",
+ "
\n",
+ " \n",
+ " | 1900 | \n",
+ " 0.052900 | \n",
+ "
\n",
+ " \n",
+ " | 1910 | \n",
+ " 0.146300 | \n",
+ "
\n",
+ " \n",
+ " | 1920 | \n",
+ " 0.254600 | \n",
+ "
\n",
+ " \n",
+ " | 1930 | \n",
+ " 0.104500 | \n",
+ "
\n",
+ " \n",
+ " | 1940 | \n",
+ " 0.265200 | \n",
+ "
\n",
+ " \n",
+ " | 1950 | \n",
+ " 0.084200 | \n",
+ "
\n",
+ " \n",
+ " | 1960 | \n",
+ " 0.005400 | \n",
+ "
\n",
+ " \n",
+ " | 1970 | \n",
+ " 0.332900 | \n",
+ "
\n",
+ " \n",
+ " | 1980 | \n",
+ " 0.204700 | \n",
+ "
\n",
+ " \n",
+ " | 1990 | \n",
+ " 0.343700 | \n",
+ "
\n",
+ " \n",
+ " | 2000 | \n",
+ " 0.038100 | \n",
+ "
\n",
+ " \n",
+ " | 2010 | \n",
+ " 0.098500 | \n",
+ "
\n",
+ " \n",
+ " | 2020 | \n",
+ " 0.088800 | \n",
+ "
\n",
+ " \n",
+ " | 2030 | \n",
+ " 0.084500 | \n",
+ "
\n",
+ " \n",
+ " | 2040 | \n",
+ " 0.096500 | \n",
+ "
\n",
+ " \n",
+ " | 2050 | \n",
+ " 0.067000 | \n",
+ "
\n",
+ " \n",
+ " | 2060 | \n",
+ " 0.032800 | \n",
+ "
\n",
+ " \n",
+ " | 2070 | \n",
+ " 0.320900 | \n",
+ "
\n",
+ " \n",
+ " | 2080 | \n",
+ " 0.001400 | \n",
+ "
\n",
+ " \n",
+ " | 2090 | \n",
+ " 0.009100 | \n",
+ "
\n",
+ " \n",
+ " | 2100 | \n",
+ " 0.016100 | \n",
+ "
\n",
+ " \n",
+ " | 2110 | \n",
+ " 0.144300 | \n",
+ "
\n",
+ " \n",
+ " | 2120 | \n",
+ " 0.204700 | \n",
+ "
\n",
+ " \n",
+ " | 2130 | \n",
+ " 0.064100 | \n",
+ "
\n",
+ " \n",
+ " | 2140 | \n",
+ " 0.182200 | \n",
+ "
\n",
+ " \n",
+ " | 2150 | \n",
+ " 0.146800 | \n",
+ "
\n",
+ " \n",
+ " | 2160 | \n",
+ " 0.286000 | \n",
+ "
\n",
+ " \n",
+ " | 2170 | \n",
+ " 0.087300 | \n",
+ "
\n",
+ " \n",
+ " | 2180 | \n",
+ " 0.116300 | \n",
+ "
\n",
+ " \n",
+ " | 2190 | \n",
+ " 0.140400 | \n",
+ "
\n",
+ " \n",
+ " | 2200 | \n",
+ " 0.015200 | \n",
+ "
\n",
+ " \n",
+ " | 2210 | \n",
+ " 0.008000 | \n",
+ "
\n",
+ " \n",
+ " | 2220 | \n",
+ " 0.240700 | \n",
+ "
\n",
+ " \n",
+ " | 2230 | \n",
+ " 0.265500 | \n",
+ "
\n",
+ " \n",
+ " | 2240 | \n",
+ " 0.070800 | \n",
+ "
\n",
+ " \n",
+ " | 2250 | \n",
+ " 0.107800 | \n",
+ "
\n",
+ " \n",
+ " | 2260 | \n",
+ " 0.088800 | \n",
+ "
\n",
+ " \n",
+ " | 2270 | \n",
+ " 0.228400 | \n",
+ "
\n",
+ " \n",
+ " | 2280 | \n",
+ " 0.211700 | \n",
+ "
\n",
+ " \n",
+ " | 2290 | \n",
+ " 0.109100 | \n",
+ "
\n",
+ " \n",
+ " | 2300 | \n",
+ " 0.127200 | \n",
+ "
\n",
+ " \n",
+ " | 2310 | \n",
+ " 0.148300 | \n",
+ "
\n",
+ " \n",
+ " | 2320 | \n",
+ " 0.013500 | \n",
+ "
\n",
+ " \n",
+ " | 2330 | \n",
+ " 0.122900 | \n",
+ "
\n",
+ " \n",
+ " | 2340 | \n",
+ " 0.125100 | \n",
+ "
\n",
+ " \n",
+ " | 2350 | \n",
+ " 0.142000 | \n",
+ "
\n",
+ " \n",
+ " | 2360 | \n",
+ " 0.002600 | \n",
+ "
\n",
+ " \n",
+ " | 2370 | \n",
+ " 0.277600 | \n",
+ "
\n",
+ " \n",
+ " | 2380 | \n",
+ " 0.001500 | \n",
+ "
\n",
+ " \n",
+ " | 2390 | \n",
+ " 0.116700 | \n",
+ "
\n",
+ " \n",
+ " | 2400 | \n",
+ " 0.044600 | \n",
+ "
\n",
+ " \n",
+ " | 2410 | \n",
+ " 0.263800 | \n",
+ "
\n",
+ " \n",
+ " | 2420 | \n",
+ " 0.117800 | \n",
+ "
\n",
+ " \n",
+ " | 2430 | \n",
+ " 0.065800 | \n",
+ "
\n",
+ " \n",
+ " | 2440 | \n",
+ " 0.084000 | \n",
+ "
\n",
+ " \n",
+ " | 2450 | \n",
+ " 0.111600 | \n",
+ "
\n",
+ " \n",
+ " | 2460 | \n",
+ " 0.201400 | \n",
+ "
\n",
+ " \n",
+ " | 2470 | \n",
+ " 0.177800 | \n",
+ "
\n",
+ " \n",
+ " | 2480 | \n",
+ " 0.162400 | \n",
+ "
\n",
+ " \n",
+ " | 2490 | \n",
+ " 0.109400 | \n",
+ "
\n",
+ " \n",
+ " | 2500 | \n",
+ " 0.004500 | \n",
+ "
\n",
+ " \n",
+ " | 2510 | \n",
+ " 0.186800 | \n",
+ "
\n",
+ " \n",
+ " | 2520 | \n",
+ " 0.149500 | \n",
+ "
\n",
+ " \n",
+ " | 2530 | \n",
+ " 0.011900 | \n",
+ "
\n",
+ " \n",
+ " | 2540 | \n",
+ " 0.055000 | \n",
+ "
\n",
+ " \n",
+ " | 2550 | \n",
+ " 0.129400 | \n",
+ "
\n",
+ " \n",
+ " | 2560 | \n",
+ " 0.072500 | \n",
+ "
\n",
+ " \n",
+ " | 2570 | \n",
+ " 0.029900 | \n",
+ "
\n",
+ " \n",
+ " | 2580 | \n",
+ " 0.116200 | \n",
+ "
\n",
+ " \n",
+ " | 2590 | \n",
+ " 0.011800 | \n",
+ "
\n",
+ " \n",
+ " | 2600 | \n",
+ " 0.102000 | \n",
+ "
\n",
+ " \n",
+ " | 2610 | \n",
+ " 0.198700 | \n",
+ "
\n",
+ " \n",
+ " | 2620 | \n",
+ " 0.044700 | \n",
+ "
\n",
+ " \n",
+ " | 2630 | \n",
+ " 0.146100 | \n",
+ "
\n",
+ " \n",
+ " | 2640 | \n",
+ " 0.057700 | \n",
+ "
\n",
+ " \n",
+ " | 2650 | \n",
+ " 0.117400 | \n",
+ "
\n",
+ " \n",
+ " | 2660 | \n",
+ " 0.185900 | \n",
+ "
\n",
+ " \n",
+ " | 2670 | \n",
+ " 0.098200 | \n",
+ "
\n",
+ " \n",
+ " | 2680 | \n",
+ " 0.133400 | \n",
+ "
\n",
+ " \n",
+ " | 2690 | \n",
+ " 0.006400 | \n",
+ "
\n",
+ " \n",
+ " | 2700 | \n",
+ " 0.023200 | \n",
+ "
\n",
+ " \n",
+ " | 2710 | \n",
+ " 0.283400 | \n",
+ "
\n",
+ " \n",
+ " | 2720 | \n",
+ " 0.155300 | \n",
+ "
\n",
+ " \n",
+ " | 2730 | \n",
+ " 0.243100 | \n",
+ "
\n",
+ " \n",
+ " | 2740 | \n",
+ " 0.015900 | \n",
+ "
\n",
+ " \n",
+ " | 2750 | \n",
+ " 0.074100 | \n",
+ "
\n",
+ " \n",
+ " | 2760 | \n",
+ " 0.284500 | \n",
+ "
\n",
+ " \n",
+ " | 2770 | \n",
+ " 0.093100 | \n",
+ "
\n",
+ " \n",
+ " | 2780 | \n",
+ " 0.060900 | \n",
+ "
\n",
+ " \n",
+ " | 2790 | \n",
+ " 0.006200 | \n",
+ "
\n",
+ " \n",
+ " | 2800 | \n",
+ " 0.144700 | \n",
+ "
\n",
+ " \n",
+ " | 2810 | \n",
+ " 0.165100 | \n",
+ "
\n",
+ " \n",
+ " | 2820 | \n",
+ " 0.018100 | \n",
+ "
\n",
+ " \n",
+ " | 2830 | \n",
+ " 0.079700 | \n",
+ "
\n",
+ " \n",
+ " | 2840 | \n",
+ " 0.131900 | \n",
+ "
\n",
+ " \n",
+ " | 2850 | \n",
+ " 0.091900 | \n",
+ "
\n",
+ " \n",
+ " | 2860 | \n",
+ " 0.163600 | \n",
+ "
\n",
+ " \n",
+ " | 2870 | \n",
+ " 0.186300 | \n",
+ "
\n",
+ " \n",
+ " | 2880 | \n",
+ " 0.116200 | \n",
+ "
\n",
+ " \n",
+ " | 2890 | \n",
+ " 0.087500 | \n",
+ "
\n",
+ " \n",
+ " | 2900 | \n",
+ " 0.006100 | \n",
+ "
\n",
+ " \n",
+ " | 2910 | \n",
+ " 0.063800 | \n",
+ "
\n",
+ " \n",
+ " | 2920 | \n",
+ " 0.034100 | \n",
+ "
\n",
+ " \n",
+ " | 2930 | \n",
+ " 0.005700 | \n",
+ "
\n",
+ " \n",
+ " | 2940 | \n",
+ " 0.049500 | \n",
+ "
\n",
+ " \n",
+ " | 2950 | \n",
+ " 0.184100 | \n",
+ "
\n",
+ " \n",
+ " | 2960 | \n",
+ " 0.069200 | \n",
+ "
\n",
+ " \n",
+ " | 2970 | \n",
+ " 0.084500 | \n",
+ "
\n",
+ " \n",
+ " | 2980 | \n",
+ " 0.389800 | \n",
+ "
\n",
+ " \n",
+ " | 2990 | \n",
+ " 0.121000 | \n",
+ "
\n",
+ " \n",
+ " | 3000 | \n",
+ " 0.102900 | \n",
+ "
\n",
+ " \n",
+ " | 3010 | \n",
+ " 0.091000 | \n",
+ "
\n",
+ " \n",
+ " | 3020 | \n",
+ " 0.054600 | \n",
+ "
\n",
+ " \n",
+ " | 3030 | \n",
+ " 0.314900 | \n",
+ "
\n",
+ " \n",
+ " | 3040 | \n",
+ " 0.135000 | \n",
+ "
\n",
+ " \n",
+ " | 3050 | \n",
+ " 0.097500 | \n",
+ "
\n",
+ " \n",
+ " | 3060 | \n",
+ " 0.041500 | \n",
+ "
\n",
+ " \n",
+ " | 3070 | \n",
+ " 0.130300 | \n",
+ "
\n",
+ " \n",
+ " | 3080 | \n",
+ " 0.078100 | \n",
+ "
\n",
+ " \n",
+ " | 3090 | \n",
+ " 0.160900 | \n",
+ "
\n",
+ " \n",
+ " | 3100 | \n",
+ " 0.136000 | \n",
+ "
\n",
+ " \n",
+ " | 3110 | \n",
+ " 0.119100 | \n",
+ "
\n",
+ " \n",
+ " | 3120 | \n",
+ " 0.036000 | \n",
+ "
\n",
+ " \n",
+ " | 3130 | \n",
+ " 0.012200 | \n",
+ "
\n",
+ " \n",
+ " | 3140 | \n",
+ " 0.162400 | \n",
+ "
\n",
+ " \n",
+ " | 3150 | \n",
+ " 0.080800 | \n",
+ "
\n",
+ " \n",
+ " | 3160 | \n",
+ " 0.115500 | \n",
+ "
\n",
+ " \n",
+ " | 3170 | \n",
+ " 0.128900 | \n",
+ "
\n",
+ " \n",
+ " | 3180 | \n",
+ " 0.091000 | \n",
+ "
\n",
+ " \n",
+ " | 3190 | \n",
+ " 0.079700 | \n",
+ "
\n",
+ " \n",
+ " | 3200 | \n",
+ " 0.153700 | \n",
+ "
\n",
+ " \n",
+ " | 3210 | \n",
+ " 0.102600 | \n",
+ "
\n",
+ " \n",
+ " | 3220 | \n",
+ " 0.085300 | \n",
+ "
\n",
+ " \n",
+ " | 3230 | \n",
+ " 0.140600 | \n",
+ "
\n",
+ " \n",
+ " | 3240 | \n",
+ " 0.099900 | \n",
+ "
\n",
+ " \n",
+ " | 3250 | \n",
+ " 0.079000 | \n",
+ "
\n",
+ " \n",
+ " | 3260 | \n",
+ " 0.001800 | \n",
+ "
\n",
+ " \n",
+ " | 3270 | \n",
+ " 0.113800 | \n",
+ "
\n",
+ " \n",
+ " | 3280 | \n",
+ " 0.181600 | \n",
+ "
\n",
+ " \n",
+ " | 3290 | \n",
+ " 0.148000 | \n",
+ "
\n",
+ " \n",
+ " | 3300 | \n",
+ " 0.183900 | \n",
+ "
\n",
+ " \n",
+ " | 3310 | \n",
+ " 0.120000 | \n",
+ "
\n",
+ " \n",
+ " | 3320 | \n",
+ " 0.092500 | \n",
+ "
\n",
+ " \n",
+ " | 3330 | \n",
+ " 0.089000 | \n",
+ "
\n",
+ " \n",
+ " | 3340 | \n",
+ " 0.074700 | \n",
+ "
\n",
+ " \n",
+ " | 3350 | \n",
+ " 0.001600 | \n",
+ "
\n",
+ " \n",
+ " | 3360 | \n",
+ " 0.001400 | \n",
+ "
\n",
+ " \n",
+ " | 3370 | \n",
+ " 0.134000 | \n",
+ "
\n",
+ " \n",
+ " | 3380 | \n",
+ " 0.149000 | \n",
+ "
\n",
+ " \n",
+ " | 3390 | \n",
+ " 0.346500 | \n",
+ "
\n",
+ " \n",
+ " | 3400 | \n",
+ " 0.002300 | \n",
+ "
\n",
+ " \n",
+ " | 3410 | \n",
+ " 0.162800 | \n",
+ "
\n",
+ " \n",
+ " | 3420 | \n",
+ " 0.163800 | \n",
+ "
\n",
+ " \n",
+ " | 3430 | \n",
+ " 0.160800 | \n",
+ "
\n",
+ " \n",
+ " | 3440 | \n",
+ " 0.072400 | \n",
+ "
\n",
+ " \n",
+ " | 3450 | \n",
+ " 0.107000 | \n",
+ "
\n",
+ " \n",
+ " | 3460 | \n",
+ " 0.188100 | \n",
+ "
\n",
+ " \n",
+ " | 3470 | \n",
+ " 0.018900 | \n",
+ "
\n",
+ " \n",
+ " | 3480 | \n",
+ " 0.006300 | \n",
+ "
\n",
+ " \n",
+ " | 3490 | \n",
+ " 0.049900 | \n",
+ "
\n",
+ " \n",
+ " | 3500 | \n",
+ " 0.195400 | \n",
+ "
\n",
+ " \n",
+ " | 3510 | \n",
+ " 0.171400 | \n",
+ "
\n",
+ " \n",
+ " | 3520 | \n",
+ " 0.204800 | \n",
+ "
\n",
+ " \n",
+ " | 3530 | \n",
+ " 0.126400 | \n",
+ "
\n",
+ " \n",
+ " | 3540 | \n",
+ " 0.045700 | \n",
+ "
\n",
+ " \n",
+ " | 3550 | \n",
+ " 0.215800 | \n",
+ "
\n",
+ " \n",
+ " | 3560 | \n",
+ " 0.127100 | \n",
+ "
\n",
+ " \n",
+ " | 3570 | \n",
+ " 0.082700 | \n",
+ "
\n",
+ " \n",
+ " | 3580 | \n",
+ " 0.107600 | \n",
+ "
\n",
+ " \n",
+ " | 3590 | \n",
+ " 0.102500 | \n",
+ "
\n",
+ " \n",
+ " | 3600 | \n",
+ " 0.048600 | \n",
+ "
\n",
+ " \n",
+ " | 3610 | \n",
+ " 0.004100 | \n",
+ "
\n",
+ " \n",
+ " | 3620 | \n",
+ " 0.079600 | \n",
+ "
\n",
+ " \n",
+ " | 3630 | \n",
+ " 0.105700 | \n",
+ "
\n",
+ " \n",
+ " | 3640 | \n",
+ " 0.155900 | \n",
+ "
\n",
+ " \n",
+ " | 3650 | \n",
+ " 0.005900 | \n",
+ "
\n",
+ " \n",
+ " | 3660 | \n",
+ " 0.149700 | \n",
+ "
\n",
+ " \n",
+ " | 3670 | \n",
+ " 0.063100 | \n",
+ "
\n",
+ " \n",
+ " | 3680 | \n",
+ " 0.376600 | \n",
+ "
\n",
+ " \n",
+ " | 3690 | \n",
+ " 0.034000 | \n",
+ "
\n",
+ " \n",
+ " | 3700 | \n",
+ " 0.131900 | \n",
+ "
\n",
+ " \n",
+ " | 3710 | \n",
+ " 0.168300 | \n",
+ "
\n",
+ " \n",
+ " | 3720 | \n",
+ " 0.135700 | \n",
+ "
\n",
+ " \n",
+ " | 3730 | \n",
+ " 0.122300 | \n",
+ "
\n",
+ " \n",
+ " | 3740 | \n",
+ " 0.032600 | \n",
+ "
\n",
+ " \n",
+ " | 3750 | \n",
+ " 0.003900 | \n",
+ "
\n",
+ " \n",
+ " | 3760 | \n",
+ " 0.266500 | \n",
+ "
\n",
+ " \n",
+ " | 3770 | \n",
+ " 0.175600 | \n",
+ "
\n",
+ " \n",
+ " | 3780 | \n",
+ " 0.258400 | \n",
+ "
\n",
+ " \n",
+ " | 3790 | \n",
+ " 0.053200 | \n",
+ "
\n",
+ " \n",
+ " | 3800 | \n",
+ " 0.088100 | \n",
+ "
\n",
+ " \n",
+ " | 3810 | \n",
+ " 0.142500 | \n",
+ "
\n",
+ " \n",
+ " | 3820 | \n",
+ " 0.179000 | \n",
+ "
\n",
+ " \n",
+ " | 3830 | \n",
+ " 0.086100 | \n",
+ "
\n",
+ " \n",
+ " | 3840 | \n",
+ " 0.162800 | \n",
+ "
\n",
+ " \n",
+ " | 3850 | \n",
+ " 0.300700 | \n",
+ "
\n",
+ " \n",
+ " | 3860 | \n",
+ " 0.018100 | \n",
+ "
\n",
+ " \n",
+ " | 3870 | \n",
+ " 0.146300 | \n",
+ "
\n",
+ " \n",
+ " | 3880 | \n",
+ " 0.051200 | \n",
+ "
\n",
+ " \n",
+ " | 3890 | \n",
+ " 0.038700 | \n",
+ "
\n",
+ " \n",
+ " | 3900 | \n",
+ " 0.145200 | \n",
+ "
\n",
+ " \n",
+ " | 3910 | \n",
+ " 0.079000 | \n",
+ "
\n",
+ " \n",
+ " | 3920 | \n",
+ " 0.137500 | \n",
+ "
\n",
+ " \n",
+ " | 3930 | \n",
+ " 0.176900 | \n",
+ "
\n",
+ " \n",
+ " | 3940 | \n",
+ " 0.063400 | \n",
+ "
\n",
+ " \n",
+ " | 3950 | \n",
+ " 0.232000 | \n",
+ "
\n",
+ " \n",
+ " | 3960 | \n",
+ " 0.112400 | \n",
+ "
\n",
+ " \n",
+ " | 3970 | \n",
+ " 0.449300 | \n",
+ "
\n",
+ " \n",
+ " | 3980 | \n",
+ " 0.131000 | \n",
+ "
\n",
+ " \n",
+ " | 3990 | \n",
+ " 0.114300 | \n",
+ "
\n",
+ " \n",
+ " | 4000 | \n",
+ " 0.103400 | \n",
+ "
\n",
+ " \n",
+ " | 4010 | \n",
+ " 0.224300 | \n",
+ "
\n",
+ " \n",
+ " | 4020 | \n",
+ " 0.114200 | \n",
+ "
\n",
+ " \n",
+ " | 4030 | \n",
+ " 0.173500 | \n",
+ "
\n",
+ " \n",
+ " | 4040 | \n",
+ " 0.005600 | \n",
+ "
\n",
+ " \n",
+ " | 4050 | \n",
+ " 0.040200 | \n",
+ "
\n",
+ " \n",
+ " | 4060 | \n",
+ " 0.041000 | \n",
+ "
\n",
+ " \n",
+ " | 4070 | \n",
+ " 0.097400 | \n",
+ "
\n",
+ " \n",
+ " | 4080 | \n",
+ " 0.264100 | \n",
+ "
\n",
+ " \n",
+ " | 4090 | \n",
+ " 0.212300 | \n",
+ "
\n",
+ " \n",
+ " | 4100 | \n",
+ " 0.148900 | \n",
+ "
\n",
+ " \n",
+ " | 4110 | \n",
+ " 0.126900 | \n",
+ "
\n",
+ " \n",
+ " | 4120 | \n",
+ " 0.049800 | \n",
+ "
\n",
+ " \n",
+ " | 4130 | \n",
+ " 0.074300 | \n",
+ "
\n",
+ " \n",
+ " | 4140 | \n",
+ " 0.028000 | \n",
+ "
\n",
+ " \n",
+ " | 4150 | \n",
+ " 0.006500 | \n",
+ "
\n",
+ " \n",
+ " | 4160 | \n",
+ " 0.153700 | \n",
+ "
\n",
+ " \n",
+ " | 4170 | \n",
+ " 0.132300 | \n",
+ "
\n",
+ " \n",
+ " | 4180 | \n",
+ " 0.142600 | \n",
+ "
\n",
+ " \n",
+ " | 4190 | \n",
+ " 0.004300 | \n",
+ "
\n",
+ " \n",
+ " | 4200 | \n",
+ " 0.220100 | \n",
+ "
\n",
+ " \n",
+ " | 4210 | \n",
+ " 0.177500 | \n",
+ "
\n",
+ " \n",
+ " | 4220 | \n",
+ " 0.184900 | \n",
+ "
\n",
+ " \n",
+ " | 4230 | \n",
+ " 0.003300 | \n",
+ "
\n",
+ " \n",
+ " | 4240 | \n",
+ " 0.055800 | \n",
+ "
\n",
+ " \n",
+ " | 4250 | \n",
+ " 0.010400 | \n",
+ "
\n",
+ " \n",
+ " | 4260 | \n",
+ " 0.090200 | \n",
+ "
\n",
+ " \n",
+ " | 4270 | \n",
+ " 0.117200 | \n",
+ "
\n",
+ " \n",
+ " | 4280 | \n",
+ " 0.095700 | \n",
+ "
\n",
+ " \n",
+ " | 4290 | \n",
+ " 0.092000 | \n",
+ "
\n",
+ " \n",
+ " | 4300 | \n",
+ " 0.071900 | \n",
+ "
\n",
+ " \n",
+ " | 4310 | \n",
+ " 0.009000 | \n",
+ "
\n",
+ " \n",
+ " | 4320 | \n",
+ " 0.124700 | \n",
+ "
\n",
+ " \n",
+ " | 4330 | \n",
+ " 0.084400 | \n",
+ "
\n",
+ " \n",
+ " | 4340 | \n",
+ " 0.118200 | \n",
+ "
\n",
+ " \n",
+ " | 4350 | \n",
+ " 0.003300 | \n",
+ "
\n",
+ " \n",
+ " | 4360 | \n",
+ " 0.035100 | \n",
+ "
\n",
+ " \n",
+ " | 4370 | \n",
+ " 0.002000 | \n",
+ "
\n",
+ " \n",
+ " | 4380 | \n",
+ " 0.316900 | \n",
+ "
\n",
+ " \n",
+ " | 4390 | \n",
+ " 0.088100 | \n",
+ "
\n",
+ " \n",
+ " | 4400 | \n",
+ " 0.366700 | \n",
+ "
\n",
+ " \n",
+ " | 4410 | \n",
+ " 0.048800 | \n",
+ "
\n",
+ " \n",
+ " | 4420 | \n",
+ " 0.269800 | \n",
+ "
\n",
+ " \n",
+ " | 4430 | \n",
+ " 0.132700 | \n",
+ "
\n",
+ " \n",
+ " | 4440 | \n",
+ " 0.165300 | \n",
+ "
\n",
+ " \n",
+ " | 4450 | \n",
+ " 0.028200 | \n",
+ "
\n",
+ " \n",
+ " | 4460 | \n",
+ " 0.197400 | \n",
+ "
\n",
+ " \n",
+ " | 4470 | \n",
+ " 0.041500 | \n",
+ "
\n",
+ " \n",
+ " | 4480 | \n",
+ " 0.130100 | \n",
+ "
\n",
+ " \n",
+ " | 4490 | \n",
+ " 0.075800 | \n",
+ "
\n",
+ " \n",
+ " | 4500 | \n",
+ " 0.127600 | \n",
+ "
\n",
+ " \n",
+ " | 4510 | \n",
+ " 0.090100 | \n",
+ "
\n",
+ " \n",
+ " | 4520 | \n",
+ " 0.243400 | \n",
+ "
\n",
+ " \n",
+ " | 4530 | \n",
+ " 0.027900 | \n",
+ "
\n",
+ " \n",
+ " | 4540 | \n",
+ " 0.029200 | \n",
+ "
\n",
+ " \n",
+ " | 4550 | \n",
+ " 0.087600 | \n",
+ "
\n",
+ " \n",
+ " | 4560 | \n",
+ " 0.158400 | \n",
+ "
\n",
+ " \n",
+ " | 4570 | \n",
+ " 0.065200 | \n",
+ "
\n",
+ " \n",
+ " | 4580 | \n",
+ " 0.230500 | \n",
+ "
\n",
+ " \n",
+ " | 4590 | \n",
+ " 0.072100 | \n",
+ "
\n",
+ " \n",
+ " | 4600 | \n",
+ " 0.089800 | \n",
+ "
\n",
+ " \n",
+ " | 4610 | \n",
+ " 0.263500 | \n",
+ "
\n",
+ " \n",
+ " | 4620 | \n",
+ " 0.282200 | \n",
+ "
\n",
+ " \n",
+ " | 4630 | \n",
+ " 0.004900 | \n",
+ "
\n",
+ " \n",
+ " | 4640 | \n",
+ " 0.025100 | \n",
+ "
\n",
+ " \n",
+ " | 4650 | \n",
+ " 0.126600 | \n",
+ "
\n",
+ " \n",
+ " | 4660 | \n",
+ " 0.157200 | \n",
+ "
\n",
+ " \n",
+ " | 4670 | \n",
+ " 0.033400 | \n",
+ "
\n",
+ " \n",
+ " | 4680 | \n",
+ " 0.061700 | \n",
+ "
\n",
+ " \n",
+ " | 4690 | \n",
+ " 0.077000 | \n",
+ "
\n",
+ " \n",
+ " | 4700 | \n",
+ " 0.145600 | \n",
+ "
\n",
+ " \n",
+ " | 4710 | \n",
+ " 0.008100 | \n",
+ "
\n",
+ " \n",
+ " | 4720 | \n",
+ " 0.003100 | \n",
+ "
\n",
+ " \n",
+ " | 4730 | \n",
+ " 0.101200 | \n",
+ "
\n",
+ " \n",
+ " | 4740 | \n",
+ " 0.220400 | \n",
+ "
\n",
+ " \n",
+ " | 4750 | \n",
+ " 0.109000 | \n",
+ "
\n",
+ " \n",
+ " | 4760 | \n",
+ " 0.064400 | \n",
+ "
\n",
+ " \n",
+ " | 4770 | \n",
+ " 0.060600 | \n",
+ "
\n",
+ " \n",
+ " | 4780 | \n",
+ " 0.187700 | \n",
+ "
\n",
+ " \n",
+ " | 4790 | \n",
+ " 0.001900 | \n",
+ "
\n",
+ " \n",
+ " | 4800 | \n",
+ " 0.004400 | \n",
+ "
\n",
+ " \n",
+ " | 4810 | \n",
+ " 0.057100 | \n",
+ "
\n",
+ " \n",
+ " | 4820 | \n",
+ " 0.043700 | \n",
+ "
\n",
+ " \n",
+ " | 4830 | \n",
+ " 0.001100 | \n",
+ "
\n",
+ " \n",
+ " | 4840 | \n",
+ " 0.009000 | \n",
+ "
\n",
+ " \n",
+ " | 4850 | \n",
+ " 0.090900 | \n",
+ "
\n",
+ " \n",
+ " | 4860 | \n",
+ " 0.094300 | \n",
+ "
\n",
+ " \n",
+ " | 4870 | \n",
+ " 0.348900 | \n",
+ "
\n",
+ " \n",
+ " | 4880 | \n",
+ " 0.047100 | \n",
+ "
\n",
+ " \n",
+ " | 4890 | \n",
+ " 0.059500 | \n",
+ "
\n",
+ " \n",
+ " | 4900 | \n",
+ " 0.011500 | \n",
+ "
\n",
+ " \n",
+ " | 4910 | \n",
+ " 0.187200 | \n",
+ "
\n",
+ " \n",
+ " | 4920 | \n",
+ " 0.081600 | \n",
+ "
\n",
+ " \n",
+ " | 4930 | \n",
+ " 0.079200 | \n",
+ "
\n",
+ " \n",
+ " | 4940 | \n",
+ " 0.149200 | \n",
+ "
\n",
+ " \n",
+ " | 4950 | \n",
+ " 0.077100 | \n",
+ "
\n",
+ " \n",
+ " | 4960 | \n",
+ " 0.121300 | \n",
+ "
\n",
+ " \n",
+ " | 4970 | \n",
+ " 0.084000 | \n",
+ "
\n",
+ " \n",
+ " | 4980 | \n",
+ " 0.187200 | \n",
+ "
\n",
+ " \n",
+ " | 4990 | \n",
+ " 0.003100 | \n",
+ "
\n",
+ " \n",
+ " | 5000 | \n",
+ " 0.193100 | \n",
+ "
\n",
+ " \n",
+ " | 5010 | \n",
+ " 0.266900 | \n",
+ "
\n",
+ " \n",
+ " | 5020 | \n",
+ " 0.155100 | \n",
+ "
\n",
+ " \n",
+ " | 5030 | \n",
+ " 0.072500 | \n",
+ "
\n",
+ " \n",
+ " | 5040 | \n",
+ " 0.004200 | \n",
+ "
\n",
+ " \n",
+ " | 5050 | \n",
+ " 0.152600 | \n",
+ "
\n",
+ " \n",
+ " | 5060 | \n",
+ " 0.076200 | \n",
+ "
\n",
+ " \n",
+ " | 5070 | \n",
+ " 0.093400 | \n",
+ "
\n",
+ " \n",
+ " | 5080 | \n",
+ " 0.001800 | \n",
+ "
\n",
+ " \n",
+ " | 5090 | \n",
+ " 0.185500 | \n",
+ "
\n",
+ " \n",
+ " | 5100 | \n",
+ " 0.094700 | \n",
+ "
\n",
+ " \n",
+ " | 5110 | \n",
+ " 0.152000 | \n",
+ "
\n",
+ " \n",
+ " | 5120 | \n",
+ " 0.215200 | \n",
+ "
\n",
+ " \n",
+ " | 5130 | \n",
+ " 0.179100 | \n",
+ "
\n",
+ " \n",
+ " | 5140 | \n",
+ " 0.111200 | \n",
+ "
\n",
+ " \n",
+ " | 5150 | \n",
+ " 0.087800 | \n",
+ "
\n",
+ " \n",
+ " | 5160 | \n",
+ " 0.180400 | \n",
+ "
\n",
+ " \n",
+ " | 5170 | \n",
+ " 0.036000 | \n",
+ "
\n",
+ " \n",
+ " | 5180 | \n",
+ " 0.084900 | \n",
+ "
\n",
+ " \n",
+ " | 5190 | \n",
+ " 0.004000 | \n",
+ "
\n",
+ " \n",
+ " | 5200 | \n",
+ " 0.143900 | \n",
+ "
\n",
+ " \n",
+ " | 5210 | \n",
+ " 0.212700 | \n",
+ "
\n",
+ " \n",
+ " | 5220 | \n",
+ " 0.051700 | \n",
+ "
\n",
+ " \n",
+ " | 5230 | \n",
+ " 0.147700 | \n",
+ "
\n",
+ " \n",
+ " | 5240 | \n",
+ " 0.067600 | \n",
+ "
\n",
+ " \n",
+ " | 5250 | \n",
+ " 0.115500 | \n",
+ "
\n",
+ " \n",
+ " | 5260 | \n",
+ " 0.042300 | \n",
+ "
\n",
+ " \n",
+ " | 5270 | \n",
+ " 0.091300 | \n",
+ "
\n",
+ " \n",
+ " | 5280 | \n",
+ " 0.051900 | \n",
+ "
\n",
+ " \n",
+ " | 5290 | \n",
+ " 0.136400 | \n",
+ "
\n",
+ " \n",
+ " | 5300 | \n",
+ " 0.124300 | \n",
+ "
\n",
+ " \n",
+ " | 5310 | \n",
+ " 0.223300 | \n",
+ "
\n",
+ " \n",
+ " | 5320 | \n",
+ " 0.073600 | \n",
+ "
\n",
+ " \n",
+ " | 5330 | \n",
+ " 0.087100 | \n",
+ "
\n",
+ " \n",
+ " | 5340 | \n",
+ " 0.005100 | \n",
+ "
\n",
+ " \n",
+ " | 5350 | \n",
+ " 0.241800 | \n",
+ "
\n",
+ " \n",
+ " | 5360 | \n",
+ " 0.053400 | \n",
+ "
\n",
+ " \n",
+ " | 5370 | \n",
+ " 0.001900 | \n",
+ "
\n",
+ " \n",
+ " | 5380 | \n",
+ " 0.172300 | \n",
+ "
\n",
+ " \n",
+ " | 5390 | \n",
+ " 0.002100 | \n",
+ "
\n",
+ " \n",
+ " | 5400 | \n",
+ " 0.001500 | \n",
+ "
\n",
+ " \n",
+ " | 5410 | \n",
+ " 0.077800 | \n",
+ "
\n",
+ " \n",
+ " | 5420 | \n",
+ " 0.149600 | \n",
+ "
\n",
+ " \n",
+ " | 5430 | \n",
+ " 0.001700 | \n",
+ "
\n",
+ " \n",
+ " | 5440 | \n",
+ " 0.089900 | \n",
+ "
\n",
+ " \n",
+ " | 5450 | \n",
+ " 0.109800 | \n",
+ "
\n",
+ " \n",
+ " | 5460 | \n",
+ " 0.173000 | \n",
+ "
\n",
+ " \n",
+ " | 5470 | \n",
+ " 0.159000 | \n",
+ "
\n",
+ " \n",
+ " | 5480 | \n",
+ " 0.097000 | \n",
+ "
\n",
+ " \n",
+ " | 5490 | \n",
+ " 0.194500 | \n",
+ "
\n",
+ " \n",
+ " | 5500 | \n",
+ " 0.149500 | \n",
+ "
\n",
+ " \n",
+ " | 5510 | \n",
+ " 0.060400 | \n",
+ "
\n",
+ " \n",
+ " | 5520 | \n",
+ " 0.094600 | \n",
+ "
\n",
+ " \n",
+ " | 5530 | \n",
+ " 0.004000 | \n",
+ "
\n",
+ " \n",
+ " | 5540 | \n",
+ " 0.136900 | \n",
+ "
\n",
+ " \n",
+ " | 5550 | \n",
+ " 0.261600 | \n",
+ "
\n",
+ " \n",
+ " | 5560 | \n",
+ " 0.055500 | \n",
+ "
\n",
+ " \n",
+ " | 5570 | \n",
+ " 0.004100 | \n",
+ "
\n",
+ " \n",
+ " | 5580 | \n",
+ " 0.304600 | \n",
+ "
\n",
+ " \n",
+ " | 5590 | \n",
+ " 0.168900 | \n",
+ "
\n",
+ " \n",
+ " | 5600 | \n",
+ " 0.155200 | \n",
+ "
\n",
+ " \n",
+ " | 5610 | \n",
+ " 0.020800 | \n",
+ "
\n",
+ " \n",
+ " | 5620 | \n",
+ " 0.107900 | \n",
+ "
\n",
+ " \n",
+ " | 5630 | \n",
+ " 0.121900 | \n",
+ "
\n",
+ " \n",
+ " | 5640 | \n",
+ " 0.207700 | \n",
+ "
\n",
+ " \n",
+ " | 5650 | \n",
+ " 0.051000 | \n",
+ "
\n",
+ " \n",
+ " | 5660 | \n",
+ " 0.131900 | \n",
+ "
\n",
+ " \n",
+ " | 5670 | \n",
+ " 0.137900 | \n",
+ "
\n",
+ " \n",
+ " | 5680 | \n",
+ " 0.092200 | \n",
+ "
\n",
+ " \n",
+ " | 5690 | \n",
+ " 0.081100 | \n",
+ "
\n",
+ " \n",
+ " | 5700 | \n",
+ " 0.064600 | \n",
+ "
\n",
+ " \n",
+ " | 5710 | \n",
+ " 0.065300 | \n",
+ "
\n",
+ " \n",
+ " | 5720 | \n",
+ " 0.074500 | \n",
+ "
\n",
+ " \n",
+ " | 5730 | \n",
+ " 0.005000 | \n",
+ "
\n",
+ " \n",
+ " | 5740 | \n",
+ " 0.113300 | \n",
+ "
\n",
+ " \n",
+ " | 5750 | \n",
+ " 0.001500 | \n",
+ "
\n",
+ " \n",
+ " | 5760 | \n",
+ " 0.002100 | \n",
+ "
\n",
+ " \n",
+ " | 5770 | \n",
+ " 0.195500 | \n",
+ "
\n",
+ " \n",
+ " | 5780 | \n",
+ " 0.000800 | \n",
+ "
\n",
+ " \n",
+ " | 5790 | \n",
+ " 0.181300 | \n",
+ "
\n",
+ " \n",
+ " | 5800 | \n",
+ " 0.148400 | \n",
+ "
\n",
+ " \n",
+ " | 5810 | \n",
+ " 0.238500 | \n",
+ "
\n",
+ " \n",
+ " | 5820 | \n",
+ " 0.064800 | \n",
+ "
\n",
+ " \n",
+ " | 5830 | \n",
+ " 0.120400 | \n",
+ "
\n",
+ " \n",
+ " | 5840 | \n",
+ " 0.075600 | \n",
+ "
\n",
+ " \n",
+ " | 5850 | \n",
+ " 0.108400 | \n",
+ "
\n",
+ " \n",
+ " | 5860 | \n",
+ " 0.100300 | \n",
+ "
\n",
+ " \n",
+ " | 5870 | \n",
+ " 0.017400 | \n",
+ "
\n",
+ " \n",
+ " | 5880 | \n",
+ " 0.114700 | \n",
+ "
\n",
+ " \n",
+ " | 5890 | \n",
+ " 0.073700 | \n",
+ "
\n",
+ " \n",
+ " | 5900 | \n",
+ " 0.172800 | \n",
+ "
\n",
+ " \n",
+ " | 5910 | \n",
+ " 0.092200 | \n",
+ "
\n",
+ " \n",
+ " | 5920 | \n",
+ " 0.076700 | \n",
+ "
\n",
+ " \n",
+ " | 5930 | \n",
+ " 0.112500 | \n",
+ "
\n",
+ " \n",
+ " | 5940 | \n",
+ " 0.039700 | \n",
+ "
\n",
+ " \n",
+ " | 5950 | \n",
+ " 0.030900 | \n",
+ "
\n",
+ " \n",
+ " | 5960 | \n",
+ " 0.005700 | \n",
+ "
\n",
+ " \n",
+ " | 5970 | \n",
+ " 0.001700 | \n",
+ "
\n",
+ " \n",
+ " | 5980 | \n",
+ " 0.037500 | \n",
+ "
\n",
+ " \n",
+ " | 5990 | \n",
+ " 0.063800 | \n",
+ "
\n",
+ " \n",
+ " | 6000 | \n",
+ " 0.071200 | \n",
+ "
\n",
+ " \n",
+ " | 6010 | \n",
+ " 0.017200 | \n",
+ "
\n",
+ " \n",
+ " | 6020 | \n",
+ " 0.208800 | \n",
+ "
\n",
+ " \n",
+ " | 6030 | \n",
+ " 0.055300 | \n",
+ "
\n",
+ " \n",
+ " | 6040 | \n",
+ " 0.005100 | \n",
+ "
\n",
+ " \n",
+ " | 6050 | \n",
+ " 0.198200 | \n",
+ "
\n",
+ " \n",
+ " | 6060 | \n",
+ " 0.070600 | \n",
+ "
\n",
+ " \n",
+ " | 6070 | \n",
+ " 0.052900 | \n",
+ "
\n",
+ " \n",
+ " | 6080 | \n",
+ " 0.107600 | \n",
+ "
\n",
+ " \n",
+ " | 6090 | \n",
+ " 0.052900 | \n",
+ "
\n",
+ " \n",
+ " | 6100 | \n",
+ " 0.021800 | \n",
+ "
\n",
+ " \n",
+ " | 6110 | \n",
+ " 0.159500 | \n",
+ "
\n",
+ " \n",
+ " | 6120 | \n",
+ " 0.001600 | \n",
+ "
\n",
+ " \n",
+ " | 6130 | \n",
+ " 0.158000 | \n",
+ "
\n",
+ " \n",
+ " | 6140 | \n",
+ " 0.003000 | \n",
+ "
\n",
+ " \n",
+ " | 6150 | \n",
+ " 0.064200 | \n",
+ "
\n",
+ " \n",
+ " | 6160 | \n",
+ " 0.089800 | \n",
+ "
\n",
+ " \n",
+ " | 6170 | \n",
+ " 0.156500 | \n",
+ "
\n",
+ " \n",
+ " | 6180 | \n",
+ " 0.157900 | \n",
+ "
\n",
+ " \n",
+ " | 6190 | \n",
+ " 0.050100 | \n",
+ "
\n",
+ " \n",
+ " | 6200 | \n",
+ " 0.175000 | \n",
+ "
\n",
+ " \n",
+ " | 6210 | \n",
+ " 0.029300 | \n",
+ "
\n",
+ " \n",
+ " | 6220 | \n",
+ " 0.096800 | \n",
+ "
\n",
+ " \n",
+ " | 6230 | \n",
+ " 0.185800 | \n",
+ "
\n",
+ " \n",
+ " | 6240 | \n",
+ " 0.115800 | \n",
+ "
\n",
+ " \n",
+ " | 6250 | \n",
+ " 0.152100 | \n",
+ "
\n",
+ " \n",
+ " | 6260 | \n",
+ " 0.072100 | \n",
+ "
\n",
+ " \n",
+ " | 6270 | \n",
+ " 0.074700 | \n",
+ "
\n",
+ " \n",
+ " | 6280 | \n",
+ " 0.256500 | \n",
+ "
\n",
+ " \n",
+ " | 6290 | \n",
+ " 0.132600 | \n",
+ "
\n",
+ " \n",
+ " | 6300 | \n",
+ " 0.272200 | \n",
+ "
\n",
+ " \n",
+ " | 6310 | \n",
+ " 0.134300 | \n",
+ "
\n",
+ " \n",
+ " | 6320 | \n",
+ " 0.102700 | \n",
+ "
\n",
+ " \n",
+ " | 6330 | \n",
+ " 0.052400 | \n",
+ "
\n",
+ " \n",
+ " | 6340 | \n",
+ " 0.089400 | \n",
+ "
\n",
+ " \n",
+ " | 6350 | \n",
+ " 0.141200 | \n",
+ "
\n",
+ " \n",
+ " | 6360 | \n",
+ " 0.003000 | \n",
+ "
\n",
+ " \n",
+ " | 6370 | \n",
+ " 0.245900 | \n",
+ "
\n",
+ " \n",
+ " | 6380 | \n",
+ " 0.078600 | \n",
+ "
\n",
+ " \n",
+ " | 6390 | \n",
+ " 0.175200 | \n",
+ "
\n",
+ " \n",
+ " | 6400 | \n",
+ " 0.043200 | \n",
+ "
\n",
+ " \n",
+ " | 6410 | \n",
+ " 0.059700 | \n",
+ "
\n",
+ " \n",
+ " | 6420 | \n",
+ " 0.189600 | \n",
+ "
\n",
+ " \n",
+ " | 6430 | \n",
+ " 0.067600 | \n",
+ "
\n",
+ " \n",
+ " | 6440 | \n",
+ " 0.052600 | \n",
+ "
\n",
+ " \n",
+ " | 6450 | \n",
+ " 0.226000 | \n",
+ "
\n",
+ " \n",
+ " | 6460 | \n",
+ " 0.108800 | \n",
+ "
\n",
+ " \n",
+ " | 6470 | \n",
+ " 0.133900 | \n",
+ "
\n",
+ " \n",
+ " | 6480 | \n",
+ " 0.005100 | \n",
+ "
\n",
+ " \n",
+ " | 6490 | \n",
+ " 0.133200 | \n",
+ "
\n",
+ " \n",
+ " | 6500 | \n",
+ " 0.176800 | \n",
+ "
\n",
+ " \n",
+ " | 6510 | \n",
+ " 0.126800 | \n",
+ "
\n",
+ " \n",
+ " | 6520 | \n",
+ " 0.049600 | \n",
+ "
\n",
+ " \n",
+ " | 6530 | \n",
+ " 0.275800 | \n",
+ "
\n",
+ " \n",
+ " | 6540 | \n",
+ " 0.003700 | \n",
+ "
\n",
+ " \n",
+ " | 6550 | \n",
+ " 0.006400 | \n",
+ "
\n",
+ " \n",
+ " | 6560 | \n",
+ " 0.195800 | \n",
+ "
\n",
+ " \n",
+ " | 6570 | \n",
+ " 0.012900 | \n",
+ "
\n",
+ " \n",
+ " | 6580 | \n",
+ " 0.001000 | \n",
+ "
\n",
+ " \n",
+ " | 6590 | \n",
+ " 0.001100 | \n",
+ "
\n",
+ " \n",
+ " | 6600 | \n",
+ " 0.077100 | \n",
+ "
\n",
+ " \n",
+ " | 6610 | \n",
+ " 0.170900 | \n",
+ "
\n",
+ " \n",
+ " | 6620 | \n",
+ " 0.142000 | \n",
+ "
\n",
+ " \n",
+ " | 6630 | \n",
+ " 0.123300 | \n",
+ "
\n",
+ " \n",
+ " | 6640 | \n",
+ " 0.153500 | \n",
+ "
\n",
+ " \n",
+ " | 6650 | \n",
+ " 0.109300 | \n",
+ "
\n",
+ " \n",
+ " | 6660 | \n",
+ " 0.063900 | \n",
+ "
\n",
+ " \n",
+ " | 6670 | \n",
+ " 0.194500 | \n",
+ "
\n",
+ " \n",
+ " | 6680 | \n",
+ " 0.067500 | \n",
+ "
\n",
+ " \n",
+ " | 6690 | \n",
+ " 0.171000 | \n",
+ "
\n",
+ " \n",
+ " | 6700 | \n",
+ " 0.250100 | \n",
+ "
\n",
+ " \n",
+ " | 6710 | \n",
+ " 0.012400 | \n",
+ "
\n",
+ " \n",
+ " | 6720 | \n",
+ " 0.086900 | \n",
+ "
\n",
+ " \n",
+ " | 6730 | \n",
+ " 0.071300 | \n",
+ "
\n",
+ " \n",
+ " | 6740 | \n",
+ " 0.078000 | \n",
+ "
\n",
+ " \n",
+ " | 6750 | \n",
+ " 0.261400 | \n",
+ "
\n",
+ " \n",
+ " | 6760 | \n",
+ " 0.050600 | \n",
+ "
\n",
+ " \n",
+ " | 6770 | \n",
+ " 0.247000 | \n",
+ "
\n",
+ " \n",
+ " | 6780 | \n",
+ " 0.046100 | \n",
+ "
\n",
+ " \n",
+ " | 6790 | \n",
+ " 0.073700 | \n",
+ "
\n",
+ " \n",
+ " | 6800 | \n",
+ " 0.301700 | \n",
+ "
\n",
+ " \n",
+ " | 6810 | \n",
+ " 0.102400 | \n",
+ "
\n",
+ " \n",
+ " | 6820 | \n",
+ " 0.022600 | \n",
+ "
\n",
+ " \n",
+ " | 6830 | \n",
+ " 0.220000 | \n",
+ "
\n",
+ " \n",
+ " | 6840 | \n",
+ " 0.047500 | \n",
+ "
\n",
+ " \n",
+ " | 6850 | \n",
+ " 0.112300 | \n",
+ "
\n",
+ " \n",
+ " | 6860 | \n",
+ " 0.202000 | \n",
+ "
\n",
+ " \n",
+ " | 6870 | \n",
+ " 0.003500 | \n",
+ "
\n",
+ " \n",
+ " | 6880 | \n",
+ " 0.175100 | \n",
+ "
\n",
+ " \n",
+ " | 6890 | \n",
+ " 0.043100 | \n",
+ "
\n",
+ " \n",
+ " | 6900 | \n",
+ " 0.148200 | \n",
+ "
\n",
+ " \n",
+ " | 6910 | \n",
+ " 0.019800 | \n",
+ "
\n",
+ " \n",
+ " | 6920 | \n",
+ " 0.001700 | \n",
+ "
\n",
+ " \n",
+ " | 6930 | \n",
+ " 0.153800 | \n",
+ "
\n",
+ " \n",
+ " | 6940 | \n",
+ " 0.008100 | \n",
+ "
\n",
+ " \n",
+ " | 6950 | \n",
+ " 0.085400 | \n",
+ "
\n",
+ " \n",
+ " | 6960 | \n",
+ " 0.065800 | \n",
+ "
\n",
+ " \n",
+ " | 6970 | \n",
+ " 0.000900 | \n",
+ "
\n",
+ " \n",
+ " | 6980 | \n",
+ " 0.000900 | \n",
+ "
\n",
+ " \n",
+ " | 6990 | \n",
+ " 0.164800 | \n",
+ "
\n",
+ " \n",
+ " | 7000 | \n",
+ " 0.130200 | \n",
+ "
\n",
+ " \n",
+ " | 7010 | \n",
+ " 0.081800 | \n",
+ "
\n",
+ " \n",
+ " | 7020 | \n",
+ " 0.003700 | \n",
+ "
\n",
+ " \n",
+ " | 7030 | \n",
+ " 0.167700 | \n",
+ "
\n",
+ " \n",
+ " | 7040 | \n",
+ " 0.158800 | \n",
+ "
\n",
+ " \n",
+ " | 7050 | \n",
+ " 0.209700 | \n",
+ "
\n",
+ " \n",
+ " | 7060 | \n",
+ " 0.004000 | \n",
+ "
\n",
+ " \n",
+ " | 7070 | \n",
+ " 0.105400 | \n",
+ "
\n",
+ " \n",
+ " | 7080 | \n",
+ " 0.132000 | \n",
+ "
\n",
+ " \n",
+ " | 7090 | \n",
+ " 0.122600 | \n",
+ "
\n",
+ " \n",
+ " | 7100 | \n",
+ " 0.107000 | \n",
+ "
\n",
+ " \n",
+ " | 7110 | \n",
+ " 0.096800 | \n",
+ "
\n",
+ " \n",
+ " | 7120 | \n",
+ " 0.171700 | \n",
+ "
\n",
+ " \n",
+ " | 7130 | \n",
+ " 0.001600 | \n",
+ "
\n",
+ " \n",
+ " | 7140 | \n",
+ " 0.064700 | \n",
+ "
\n",
+ " \n",
+ " | 7150 | \n",
+ " 0.001500 | \n",
+ "
\n",
+ " \n",
+ " | 7160 | \n",
+ " 0.265300 | \n",
+ "
\n",
+ " \n",
+ " | 7170 | \n",
+ " 0.126500 | \n",
+ "
\n",
+ " \n",
+ " | 7180 | \n",
+ " 0.094200 | \n",
+ "
\n",
+ " \n",
+ " | 7190 | \n",
+ " 0.080400 | \n",
+ "
\n",
+ " \n",
+ " | 7200 | \n",
+ " 0.054000 | \n",
+ "
\n",
+ " \n",
+ " | 7210 | \n",
+ " 0.211100 | \n",
+ "
\n",
+ " \n",
+ " | 7220 | \n",
+ " 0.045600 | \n",
+ "
\n",
+ " \n",
+ " | 7230 | \n",
+ " 0.285000 | \n",
+ "
\n",
+ " \n",
+ " | 7240 | \n",
+ " 0.134800 | \n",
+ "
\n",
+ " \n",
+ " | 7250 | \n",
+ " 0.048100 | \n",
+ "
\n",
+ " \n",
+ " | 7260 | \n",
+ " 0.073100 | \n",
+ "
\n",
+ " \n",
+ " | 7270 | \n",
+ " 0.310400 | \n",
+ "
\n",
+ " \n",
+ " | 7280 | \n",
+ " 0.031400 | \n",
+ "
\n",
+ " \n",
+ " | 7290 | \n",
+ " 0.109400 | \n",
+ "
\n",
+ " \n",
+ " | 7300 | \n",
+ " 0.044300 | \n",
+ "
\n",
+ " \n",
+ " | 7310 | \n",
+ " 0.092300 | \n",
+ "
\n",
+ " \n",
+ " | 7320 | \n",
+ " 0.199300 | \n",
+ "
\n",
+ " \n",
+ " | 7330 | \n",
+ " 0.003500 | \n",
+ "
\n",
+ " \n",
+ " | 7340 | \n",
+ " 0.140000 | \n",
+ "
\n",
+ " \n",
+ " | 7350 | \n",
+ " 0.221700 | \n",
+ "
\n",
+ " \n",
+ " | 7360 | \n",
+ " 0.005700 | \n",
+ "
\n",
+ " \n",
+ " | 7370 | \n",
+ " 0.138000 | \n",
+ "
\n",
+ " \n",
+ " | 7380 | \n",
+ " 0.011100 | \n",
+ "
\n",
+ " \n",
+ " | 7390 | \n",
+ " 0.005200 | \n",
+ "
\n",
+ " \n",
+ " | 7400 | \n",
+ " 0.153000 | \n",
+ "
\n",
+ " \n",
+ " | 7410 | \n",
+ " 0.142000 | \n",
+ "
\n",
+ " \n",
+ " | 7420 | \n",
+ " 0.132500 | \n",
+ "
\n",
+ " \n",
+ " | 7430 | \n",
+ " 0.138800 | \n",
+ "
\n",
+ " \n",
+ " | 7440 | \n",
+ " 0.077100 | \n",
+ "
\n",
+ " \n",
+ " | 7450 | \n",
+ " 0.058500 | \n",
+ "
\n",
+ " \n",
+ " | 7460 | \n",
+ " 0.041800 | \n",
+ "
\n",
+ " \n",
+ " | 7470 | \n",
+ " 0.029100 | \n",
+ "
\n",
+ " \n",
+ " | 7480 | \n",
+ " 0.002700 | \n",
+ "
\n",
+ " \n",
+ " | 7490 | \n",
+ " 0.150800 | \n",
+ "
\n",
+ " \n",
+ " | 7500 | \n",
+ " 0.065800 | \n",
+ "
\n",
+ " \n",
+ " | 7510 | \n",
+ " 0.106500 | \n",
+ "
\n",
+ " \n",
+ " | 7520 | \n",
+ " 0.001000 | \n",
+ "
\n",
+ " \n",
+ " | 7530 | \n",
+ " 0.036300 | \n",
+ "
\n",
+ " \n",
+ " | 7540 | \n",
+ " 0.084600 | \n",
+ "
\n",
+ " \n",
+ " | 7550 | \n",
+ " 0.242200 | \n",
+ "
\n",
+ " \n",
+ " | 7560 | \n",
+ " 0.157200 | \n",
+ "
\n",
+ " \n",
+ " | 7570 | \n",
+ " 0.138300 | \n",
+ "
\n",
+ " \n",
+ " | 7580 | \n",
+ " 0.171300 | \n",
+ "
\n",
+ " \n",
+ " | 7590 | \n",
+ " 0.194300 | \n",
+ "
\n",
+ " \n",
+ " | 7600 | \n",
+ " 0.003700 | \n",
+ "
\n",
+ " \n",
+ " | 7610 | \n",
+ " 0.057800 | \n",
+ "
\n",
+ " \n",
+ " | 7620 | \n",
+ " 0.051400 | \n",
+ "
\n",
+ " \n",
+ " | 7630 | \n",
+ " 0.129600 | \n",
+ "
\n",
+ " \n",
+ " | 7640 | \n",
+ " 0.097900 | \n",
+ "
\n",
+ " \n",
+ " | 7650 | \n",
+ " 0.253100 | \n",
+ "
\n",
+ " \n",
+ " | 7660 | \n",
+ " 0.100400 | \n",
+ "
\n",
+ " \n",
+ " | 7670 | \n",
+ " 0.158300 | \n",
+ "
\n",
+ " \n",
+ " | 7680 | \n",
+ " 0.296100 | \n",
+ "
\n",
+ " \n",
+ " | 7690 | \n",
+ " 0.003500 | \n",
+ "
\n",
+ " \n",
+ " | 7700 | \n",
+ " 0.042600 | \n",
+ "
\n",
+ " \n",
+ " | 7710 | \n",
+ " 0.001300 | \n",
+ "
\n",
+ " \n",
+ " | 7720 | \n",
+ " 0.357300 | \n",
+ "
\n",
+ " \n",
+ " | 7730 | \n",
+ " 0.139700 | \n",
+ "
\n",
+ " \n",
+ " | 7740 | \n",
+ " 0.071700 | \n",
+ "
\n",
+ " \n",
+ " | 7750 | \n",
+ " 0.137100 | \n",
+ "
\n",
+ " \n",
+ " | 7760 | \n",
+ " 0.005400 | \n",
+ "
\n",
+ " \n",
+ " | 7770 | \n",
+ " 0.177200 | \n",
+ "
\n",
+ " \n",
+ " | 7780 | \n",
+ " 0.003200 | \n",
+ "
\n",
+ " \n",
+ " | 7790 | \n",
+ " 0.073500 | \n",
+ "
\n",
+ " \n",
+ " | 7800 | \n",
+ " 0.160100 | \n",
+ "
\n",
+ " \n",
+ " | 7810 | \n",
+ " 0.001700 | \n",
+ "
\n",
+ " \n",
+ " | 7820 | \n",
+ " 0.140900 | \n",
+ "
\n",
+ " \n",
+ " | 7830 | \n",
+ " 0.071200 | \n",
+ "
\n",
+ " \n",
+ " | 7840 | \n",
+ " 0.162900 | \n",
+ "
\n",
+ " \n",
+ " | 7850 | \n",
+ " 0.009700 | \n",
+ "
\n",
+ " \n",
+ " | 7860 | \n",
+ " 0.001400 | \n",
+ "
\n",
+ " \n",
+ " | 7870 | \n",
+ " 0.148400 | \n",
+ "
\n",
+ " \n",
+ " | 7880 | \n",
+ " 0.003300 | \n",
+ "
\n",
+ " \n",
+ " | 7890 | \n",
+ " 0.205100 | \n",
+ "
\n",
+ " \n",
+ " | 7900 | \n",
+ " 0.037800 | \n",
+ "
\n",
+ " \n",
+ " | 7910 | \n",
+ " 0.080900 | \n",
+ "
\n",
+ " \n",
+ " | 7920 | \n",
+ " 0.047900 | \n",
+ "
\n",
+ " \n",
+ " | 7930 | \n",
+ " 0.117800 | \n",
+ "
\n",
+ " \n",
+ " | 7940 | \n",
+ " 0.022300 | \n",
+ "
\n",
+ " \n",
+ " | 7950 | \n",
+ " 0.081500 | \n",
+ "
\n",
+ " \n",
+ " | 7960 | \n",
+ " 0.165900 | \n",
+ "
\n",
+ " \n",
+ " | 7970 | \n",
+ " 0.112600 | \n",
+ "
\n",
+ " \n",
+ " | 7980 | \n",
+ " 0.115400 | \n",
+ "
\n",
+ " \n",
+ " | 7990 | \n",
+ " 0.055500 | \n",
+ "
\n",
+ " \n",
+ " | 8000 | \n",
+ " 0.136300 | \n",
+ "
\n",
+ " \n",
+ " | 8010 | \n",
+ " 0.097500 | \n",
+ "
\n",
+ " \n",
+ " | 8020 | \n",
+ " 0.096800 | \n",
+ "
\n",
+ " \n",
+ " | 8030 | \n",
+ " 0.062400 | \n",
+ "
\n",
+ " \n",
+ " | 8040 | \n",
+ " 0.054800 | \n",
+ "
\n",
+ " \n",
+ " | 8050 | \n",
+ " 0.098500 | \n",
+ "
\n",
+ " \n",
+ " | 8060 | \n",
+ " 0.009400 | \n",
+ "
\n",
+ " \n",
+ " | 8070 | \n",
+ " 0.101300 | \n",
+ "
\n",
+ " \n",
+ " | 8080 | \n",
+ " 0.129500 | \n",
+ "
\n",
+ " \n",
+ " | 8090 | \n",
+ " 0.033700 | \n",
+ "
\n",
+ " \n",
+ " | 8100 | \n",
+ " 0.441800 | \n",
+ "
\n",
+ " \n",
+ " | 8110 | \n",
+ " 0.169000 | \n",
+ "
\n",
+ " \n",
+ " | 8120 | \n",
+ " 0.077900 | \n",
+ "
\n",
+ " \n",
+ " | 8130 | \n",
+ " 0.002400 | \n",
+ "
\n",
+ " \n",
+ " | 8140 | \n",
+ " 0.002800 | \n",
+ "
\n",
+ " \n",
+ " | 8150 | \n",
+ " 0.214700 | \n",
+ "
\n",
+ " \n",
+ " | 8160 | \n",
+ " 0.034900 | \n",
+ "
\n",
+ " \n",
+ " | 8170 | \n",
+ " 0.282800 | \n",
+ "
\n",
+ " \n",
+ " | 8180 | \n",
+ " 0.008800 | \n",
+ "
\n",
+ " \n",
+ " | 8190 | \n",
+ " 0.111600 | \n",
+ "
\n",
+ " \n",
+ " | 8200 | \n",
+ " 0.279000 | \n",
+ "
\n",
+ " \n",
+ " | 8210 | \n",
+ " 0.161900 | \n",
+ "
\n",
+ " \n",
+ " | 8220 | \n",
+ " 0.085100 | \n",
+ "
\n",
+ " \n",
+ " | 8230 | \n",
+ " 0.069600 | \n",
+ "
\n",
+ " \n",
+ " | 8240 | \n",
+ " 0.005900 | \n",
+ "
\n",
+ " \n",
+ " | 8250 | \n",
+ " 0.118400 | \n",
+ "
\n",
+ " \n",
+ " | 8260 | \n",
+ " 0.121200 | \n",
+ "
\n",
+ " \n",
+ " | 8270 | \n",
+ " 0.054300 | \n",
+ "
\n",
+ " \n",
+ " | 8280 | \n",
+ " 0.102500 | \n",
+ "
\n",
+ " \n",
+ " | 8290 | \n",
+ " 0.076000 | \n",
+ "
\n",
+ " \n",
+ " | 8300 | \n",
+ " 0.047700 | \n",
+ "
\n",
+ " \n",
+ " | 8310 | \n",
+ " 0.062400 | \n",
+ "
\n",
+ " \n",
+ " | 8320 | \n",
+ " 0.062700 | \n",
+ "
\n",
+ " \n",
+ " | 8330 | \n",
+ " 0.076300 | \n",
+ "
\n",
+ " \n",
+ " | 8340 | \n",
+ " 0.288300 | \n",
+ "
\n",
+ " \n",
+ " | 8350 | \n",
+ " 0.065800 | \n",
+ "
\n",
+ " \n",
+ " | 8360 | \n",
+ " 0.072900 | \n",
+ "
\n",
+ " \n",
+ " | 8370 | \n",
+ " 0.150500 | \n",
+ "
\n",
+ " \n",
+ " | 8380 | \n",
+ " 0.123900 | \n",
+ "
\n",
+ " \n",
+ " | 8390 | \n",
+ " 0.073300 | \n",
+ "
\n",
+ " \n",
+ " | 8400 | \n",
+ " 0.061500 | \n",
+ "
\n",
+ " \n",
+ " | 8410 | \n",
+ " 0.199200 | \n",
+ "
\n",
+ " \n",
+ " | 8420 | \n",
+ " 0.181900 | \n",
+ "
\n",
+ " \n",
+ " | 8430 | \n",
+ " 0.036300 | \n",
+ "
\n",
+ " \n",
+ " | 8440 | \n",
+ " 0.064900 | \n",
+ "
\n",
+ " \n",
+ " | 8450 | \n",
+ " 0.179000 | \n",
+ "
\n",
+ " \n",
+ " | 8460 | \n",
+ " 0.165300 | \n",
+ "
\n",
+ " \n",
+ " | 8470 | \n",
+ " 0.101700 | \n",
+ "
\n",
+ " \n",
+ " | 8480 | \n",
+ " 0.074400 | \n",
+ "
\n",
+ " \n",
+ " | 8490 | \n",
+ " 0.192100 | \n",
+ "
\n",
+ " \n",
+ " | 8500 | \n",
+ " 0.085900 | \n",
+ "
\n",
+ " \n",
+ " | 8510 | \n",
+ " 0.004800 | \n",
+ "
\n",
+ " \n",
+ " | 8520 | \n",
+ " 0.074400 | \n",
+ "
\n",
+ " \n",
+ " | 8530 | \n",
+ " 0.321400 | \n",
+ "
\n",
+ " \n",
+ " | 8540 | \n",
+ " 0.177200 | \n",
+ "
\n",
+ " \n",
+ " | 8550 | \n",
+ " 0.054000 | \n",
+ "
\n",
+ " \n",
+ " | 8560 | \n",
+ " 0.061700 | \n",
+ "
\n",
+ " \n",
+ " | 8570 | \n",
+ " 0.114100 | \n",
+ "
\n",
+ " \n",
+ " | 8580 | \n",
+ " 0.239700 | \n",
+ "
\n",
+ " \n",
+ " | 8590 | \n",
+ " 0.207100 | \n",
+ "
\n",
+ " \n",
+ " | 8600 | \n",
+ " 0.101300 | \n",
+ "
\n",
+ " \n",
+ " | 8610 | \n",
+ " 0.092800 | \n",
+ "
\n",
+ " \n",
+ " | 8620 | \n",
+ " 0.067100 | \n",
+ "
\n",
+ " \n",
+ " | 8630 | \n",
+ " 0.080700 | \n",
+ "
\n",
+ " \n",
+ " | 8640 | \n",
+ " 0.169200 | \n",
+ "
\n",
+ " \n",
+ " | 8650 | \n",
+ " 0.004100 | \n",
+ "
\n",
+ " \n",
+ " | 8660 | \n",
+ " 0.040800 | \n",
+ "
\n",
+ " \n",
+ " | 8670 | \n",
+ " 0.243100 | \n",
+ "
\n",
+ " \n",
+ " | 8680 | \n",
+ " 0.080400 | \n",
+ "
\n",
+ " \n",
+ " | 8690 | \n",
+ " 0.082200 | \n",
+ "
\n",
+ " \n",
+ " | 8700 | \n",
+ " 0.110400 | \n",
+ "
\n",
+ " \n",
+ " | 8710 | \n",
+ " 0.057800 | \n",
+ "
\n",
+ " \n",
+ " | 8720 | \n",
+ " 0.002300 | \n",
+ "
\n",
+ " \n",
+ " | 8730 | \n",
+ " 0.070300 | \n",
+ "
\n",
+ " \n",
+ " | 8740 | \n",
+ " 0.117000 | \n",
+ "
\n",
+ " \n",
+ " | 8750 | \n",
+ " 0.004300 | \n",
+ "
\n",
+ " \n",
+ " | 8760 | \n",
+ " 0.001300 | \n",
+ "
\n",
+ " \n",
+ " | 8770 | \n",
+ " 0.111600 | \n",
+ "
\n",
+ " \n",
+ " | 8780 | \n",
+ " 0.001200 | \n",
+ "
\n",
+ " \n",
+ " | 8790 | \n",
+ " 0.036200 | \n",
+ "
\n",
+ " \n",
+ " | 8800 | \n",
+ " 0.078700 | \n",
+ "
\n",
+ " \n",
+ " | 8810 | \n",
+ " 0.396200 | \n",
+ "
\n",
+ " \n",
+ " | 8820 | \n",
+ " 0.094200 | \n",
+ "
\n",
+ " \n",
+ " | 8830 | \n",
+ " 0.033600 | \n",
+ "
\n",
+ " \n",
+ " | 8840 | \n",
+ " 0.054700 | \n",
+ "
\n",
+ " \n",
+ " | 8850 | \n",
+ " 0.104200 | \n",
+ "
\n",
+ " \n",
+ " | 8860 | \n",
+ " 0.005100 | \n",
+ "
\n",
+ " \n",
+ " | 8870 | \n",
+ " 0.144900 | \n",
+ "
\n",
+ " \n",
+ " | 8880 | \n",
+ " 0.001700 | \n",
+ "
\n",
+ " \n",
+ " | 8890 | \n",
+ " 0.223100 | \n",
+ "
\n",
+ " \n",
+ " | 8900 | \n",
+ " 0.002200 | \n",
+ "
\n",
+ " \n",
+ " | 8910 | \n",
+ " 0.159200 | \n",
+ "
\n",
+ " \n",
+ " | 8920 | \n",
+ " 0.243200 | \n",
+ "
\n",
+ " \n",
+ " | 8930 | \n",
+ " 0.203800 | \n",
+ "
\n",
+ " \n",
+ " | 8940 | \n",
+ " 0.063600 | \n",
+ "
\n",
+ " \n",
+ " | 8950 | \n",
+ " 0.066300 | \n",
+ "
\n",
+ " \n",
+ " | 8960 | \n",
+ " 0.050300 | \n",
+ "
\n",
+ " \n",
+ " | 8970 | \n",
+ " 0.196100 | \n",
+ "
\n",
+ " \n",
+ " | 8980 | \n",
+ " 0.097700 | \n",
+ "
\n",
+ " \n",
+ " | 8990 | \n",
+ " 0.004700 | \n",
+ "
\n",
+ " \n",
+ " | 9000 | \n",
+ " 0.055100 | \n",
+ "
\n",
+ " \n",
+ " | 9010 | \n",
+ " 0.148900 | \n",
+ "
\n",
+ " \n",
+ " | 9020 | \n",
+ " 0.194200 | \n",
+ "
\n",
+ " \n",
+ " | 9030 | \n",
+ " 0.093800 | \n",
+ "
\n",
+ " \n",
+ " | 9040 | \n",
+ " 0.118500 | \n",
+ "
\n",
+ " \n",
+ " | 9050 | \n",
+ " 0.018300 | \n",
+ "
\n",
+ " \n",
+ " | 9060 | \n",
+ " 0.043500 | \n",
+ "
\n",
+ " \n",
+ " | 9070 | \n",
+ " 0.235900 | \n",
+ "
\n",
+ " \n",
+ " | 9080 | \n",
+ " 0.118100 | \n",
+ "
\n",
+ " \n",
+ " | 9090 | \n",
+ " 0.097500 | \n",
+ "
\n",
+ " \n",
+ " | 9100 | \n",
+ " 0.168300 | \n",
+ "
\n",
+ " \n",
+ " | 9110 | \n",
+ " 0.143700 | \n",
+ "
\n",
+ " \n",
+ " | 9120 | \n",
+ " 0.005900 | \n",
+ "
\n",
+ " \n",
+ " | 9130 | \n",
+ " 0.073300 | \n",
+ "
\n",
+ " \n",
+ " | 9140 | \n",
+ " 0.080500 | \n",
+ "
\n",
+ " \n",
+ " | 9150 | \n",
+ " 0.044100 | \n",
+ "
\n",
+ " \n",
+ " | 9160 | \n",
+ " 0.137800 | \n",
+ "
\n",
+ " \n",
+ " | 9170 | \n",
+ " 0.073000 | \n",
+ "
\n",
+ " \n",
+ " | 9180 | \n",
+ " 0.111600 | \n",
+ "
\n",
+ " \n",
+ " | 9190 | \n",
+ " 0.134300 | \n",
+ "
\n",
+ " \n",
+ " | 9200 | \n",
+ " 0.002400 | \n",
+ "
\n",
+ " \n",
+ " | 9210 | \n",
+ " 0.036500 | \n",
+ "
\n",
+ " \n",
+ " | 9220 | \n",
+ " 0.001200 | \n",
+ "
\n",
+ " \n",
+ " | 9230 | \n",
+ " 0.062000 | \n",
+ "
\n",
+ " \n",
+ " | 9240 | \n",
+ " 0.243400 | \n",
+ "
\n",
+ " \n",
+ " | 9250 | \n",
+ " 0.115900 | \n",
+ "
\n",
+ " \n",
+ " | 9260 | \n",
+ " 0.034400 | \n",
+ "
\n",
+ " \n",
+ " | 9270 | \n",
+ " 0.161500 | \n",
+ "
\n",
+ " \n",
+ " | 9280 | \n",
+ " 0.104400 | \n",
+ "
\n",
+ " \n",
+ " | 9290 | \n",
+ " 0.002500 | \n",
+ "
\n",
+ " \n",
+ " | 9300 | \n",
+ " 0.033100 | \n",
+ "
\n",
+ " \n",
+ " | 9310 | \n",
+ " 0.038700 | \n",
+ "
\n",
+ " \n",
+ " | 9320 | \n",
+ " 0.084600 | \n",
+ "
\n",
+ " \n",
+ " | 9330 | \n",
+ " 0.129100 | \n",
+ "
\n",
+ " \n",
+ " | 9340 | \n",
+ " 0.053800 | \n",
+ "
\n",
+ " \n",
+ " | 9350 | \n",
+ " 0.085200 | \n",
+ "
\n",
+ " \n",
+ " | 9360 | \n",
+ " 0.145200 | \n",
+ "
\n",
+ " \n",
+ " | 9370 | \n",
+ " 0.043600 | \n",
+ "
\n",
+ " \n",
+ " | 9380 | \n",
+ " 0.045800 | \n",
+ "
\n",
+ " \n",
+ " | 9390 | \n",
+ " 0.203700 | \n",
+ "
\n",
+ " \n",
+ " | 9400 | \n",
+ " 0.125200 | \n",
+ "
\n",
+ " \n",
+ " | 9410 | \n",
+ " 0.062200 | \n",
+ "
\n",
+ " \n",
+ " | 9420 | \n",
+ " 0.069500 | \n",
+ "
\n",
+ " \n",
+ " | 9430 | \n",
+ " 0.062300 | \n",
+ "
\n",
+ " \n",
+ " | 9440 | \n",
+ " 0.082300 | \n",
+ "
\n",
+ " \n",
+ " | 9450 | \n",
+ " 0.038100 | \n",
+ "
\n",
+ " \n",
+ " | 9460 | \n",
+ " 0.271400 | \n",
+ "
\n",
+ " \n",
+ " | 9470 | \n",
+ " 0.086300 | \n",
+ "
\n",
+ " \n",
+ " | 9480 | \n",
+ " 0.133700 | \n",
+ "
\n",
+ " \n",
+ " | 9490 | \n",
+ " 0.015300 | \n",
+ "
\n",
+ " \n",
+ " | 9500 | \n",
+ " 0.004800 | \n",
+ "
\n",
+ " \n",
+ " | 9510 | \n",
+ " 0.065600 | \n",
+ "
\n",
+ " \n",
+ " | 9520 | \n",
+ " 0.003700 | \n",
+ "
\n",
+ " \n",
+ " | 9530 | \n",
+ " 0.066600 | \n",
+ "
\n",
+ " \n",
+ " | 9540 | \n",
+ " 0.184900 | \n",
+ "
\n",
+ " \n",
+ " | 9550 | \n",
+ " 0.004400 | \n",
+ "
\n",
+ " \n",
+ " | 9560 | \n",
+ " 0.284200 | \n",
+ "
\n",
+ " \n",
+ " | 9570 | \n",
+ " 0.060500 | \n",
+ "
\n",
+ " \n",
+ " | 9580 | \n",
+ " 0.002600 | \n",
+ "
\n",
+ " \n",
+ " | 9590 | \n",
+ " 0.076700 | \n",
+ "
\n",
+ " \n",
+ " | 9600 | \n",
+ " 0.074400 | \n",
+ "
\n",
+ " \n",
+ " | 9610 | \n",
+ " 0.028600 | \n",
+ "
\n",
+ " \n",
+ " | 9620 | \n",
+ " 0.001000 | \n",
+ "
\n",
+ " \n",
+ " | 9630 | \n",
+ " 0.002100 | \n",
+ "
\n",
+ " \n",
+ " | 9640 | \n",
+ " 0.063900 | \n",
+ "
\n",
+ " \n",
+ " | 9650 | \n",
+ " 0.001400 | \n",
+ "
\n",
+ " \n",
+ " | 9660 | \n",
+ " 0.007700 | \n",
+ "
\n",
+ " \n",
+ " | 9670 | \n",
+ " 0.073800 | \n",
+ "
\n",
+ " \n",
+ " | 9680 | \n",
+ " 0.023500 | \n",
+ "
\n",
+ " \n",
+ " | 9690 | \n",
+ " 0.004900 | \n",
+ "
\n",
+ " \n",
+ " | 9700 | \n",
+ " 0.047600 | \n",
+ "
\n",
+ " \n",
+ " | 9710 | \n",
+ " 0.221100 | \n",
+ "
\n",
+ " \n",
+ " | 9720 | \n",
+ " 0.124300 | \n",
+ "
\n",
+ " \n",
+ " | 9730 | \n",
+ " 0.039300 | \n",
+ "
\n",
+ " \n",
+ " | 9740 | \n",
+ " 0.221700 | \n",
+ "
\n",
+ " \n",
+ " | 9750 | \n",
+ " 0.062200 | \n",
+ "
\n",
+ " \n",
+ " | 9760 | \n",
+ " 0.213800 | \n",
+ "
\n",
+ " \n",
+ " | 9770 | \n",
+ " 0.112000 | \n",
+ "
\n",
+ " \n",
+ " | 9780 | \n",
+ " 0.110300 | \n",
+ "
\n",
+ " \n",
+ " | 9790 | \n",
+ " 0.099800 | \n",
+ "
\n",
+ " \n",
+ " | 9800 | \n",
+ " 0.126500 | \n",
+ "
\n",
+ " \n",
+ " | 9810 | \n",
+ " 0.003200 | \n",
+ "
\n",
+ " \n",
+ " | 9820 | \n",
+ " 0.002900 | \n",
+ "
\n",
+ " \n",
+ " | 9830 | \n",
+ " 0.002100 | \n",
+ "
\n",
+ " \n",
+ " | 9840 | \n",
+ " 0.113500 | \n",
+ "
\n",
+ " \n",
+ " | 9850 | \n",
+ " 0.093500 | \n",
+ "
\n",
+ " \n",
+ " | 9860 | \n",
+ " 0.225800 | \n",
+ "
\n",
+ " \n",
+ " | 9870 | \n",
+ " 0.103000 | \n",
+ "
\n",
+ " \n",
+ " | 9880 | \n",
+ " 0.013800 | \n",
+ "
\n",
+ " \n",
+ " | 9890 | \n",
+ " 0.143800 | \n",
+ "
\n",
+ " \n",
+ " | 9900 | \n",
+ " 0.001300 | \n",
+ "
\n",
+ " \n",
+ " | 9910 | \n",
+ " 0.088400 | \n",
+ "
\n",
+ " \n",
+ " | 9920 | \n",
+ " 0.149100 | \n",
+ "
\n",
+ " \n",
+ " | 9930 | \n",
+ " 0.088100 | \n",
+ "
\n",
+ " \n",
+ " | 9940 | \n",
+ " 0.137200 | \n",
+ "
\n",
+ " \n",
+ " | 9950 | \n",
+ " 0.011800 | \n",
+ "
\n",
+ " \n",
+ " | 9960 | \n",
+ " 0.179700 | \n",
+ "
\n",
+ " \n",
+ " | 9970 | \n",
+ " 0.113900 | \n",
+ "
\n",
+ " \n",
+ " | 9980 | \n",
+ " 0.030500 | \n",
+ "
\n",
+ " \n",
+ " | 9990 | \n",
+ " 0.002600 | \n",
+ "
\n",
+ " \n",
+ " | 10000 | \n",
+ " 0.060600 | \n",
+ "
\n",
+ " \n",
+ " | 10010 | \n",
+ " 0.113500 | \n",
+ "
\n",
+ " \n",
+ " | 10020 | \n",
+ " 0.002000 | \n",
+ "
\n",
+ " \n",
+ " | 10030 | \n",
+ " 0.046700 | \n",
+ "
\n",
+ " \n",
+ " | 10040 | \n",
+ " 0.301700 | \n",
+ "
\n",
+ " \n",
+ " | 10050 | \n",
+ " 0.001100 | \n",
+ "
\n",
+ " \n",
+ " | 10060 | \n",
+ " 0.114800 | \n",
+ "
\n",
+ " \n",
+ " | 10070 | \n",
+ " 0.124200 | \n",
+ "
\n",
+ " \n",
+ " | 10080 | \n",
+ " 0.085400 | \n",
+ "
\n",
+ " \n",
+ " | 10090 | \n",
+ " 0.036100 | \n",
+ "
\n",
+ " \n",
+ " | 10100 | \n",
+ " 0.113100 | \n",
+ "
\n",
+ " \n",
+ " | 10110 | \n",
+ " 0.209800 | \n",
+ "
\n",
+ " \n",
+ " | 10120 | \n",
+ " 0.062800 | \n",
+ "
\n",
+ " \n",
+ " | 10130 | \n",
+ " 0.174400 | \n",
+ "
\n",
+ " \n",
+ " | 10140 | \n",
+ " 0.073400 | \n",
+ "
\n",
+ " \n",
+ " | 10150 | \n",
+ " 0.041100 | \n",
+ "
\n",
+ " \n",
+ " | 10160 | \n",
+ " 0.143800 | \n",
+ "
\n",
+ " \n",
+ " | 10170 | \n",
+ " 0.001700 | \n",
+ "
\n",
+ " \n",
+ " | 10180 | \n",
+ " 0.001100 | \n",
+ "
\n",
+ " \n",
+ " | 10190 | \n",
+ " 0.101900 | \n",
+ "
\n",
+ " \n",
+ " | 10200 | \n",
+ " 0.000900 | \n",
+ "
\n",
+ " \n",
+ " | 10210 | \n",
+ " 0.106700 | \n",
+ "
\n",
+ " \n",
+ " | 10220 | \n",
+ " 0.001300 | \n",
+ "
\n",
+ " \n",
+ " | 10230 | \n",
+ " 0.132300 | \n",
+ "
\n",
+ " \n",
+ " | 10240 | \n",
+ " 0.009500 | \n",
+ "
\n",
+ " \n",
+ " | 10250 | \n",
+ " 0.170000 | \n",
+ "
\n",
+ " \n",
+ " | 10260 | \n",
+ " 0.142500 | \n",
+ "
\n",
+ " \n",
+ " | 10270 | \n",
+ " 0.002000 | \n",
+ "
\n",
+ " \n",
+ " | 10280 | \n",
+ " 0.177000 | \n",
+ "
\n",
+ " \n",
+ " | 10290 | \n",
+ " 0.077100 | \n",
+ "
\n",
+ " \n",
+ " | 10300 | \n",
+ " 0.058700 | \n",
+ "
\n",
+ " \n",
+ " | 10310 | \n",
+ " 0.069400 | \n",
+ "
\n",
+ " \n",
+ " | 10320 | \n",
+ " 0.247200 | \n",
+ "
\n",
+ " \n",
+ " | 10330 | \n",
+ " 0.137600 | \n",
+ "
\n",
+ " \n",
+ " | 10340 | \n",
+ " 0.143900 | \n",
+ "
\n",
+ " \n",
+ " | 10350 | \n",
+ " 0.087900 | \n",
+ "
\n",
+ " \n",
+ " | 10360 | \n",
+ " 0.148100 | \n",
+ "
\n",
+ " \n",
+ " | 10370 | \n",
+ " 0.183700 | \n",
+ "
\n",
+ " \n",
+ " | 10380 | \n",
+ " 0.141200 | \n",
+ "
\n",
+ " \n",
+ " | 10390 | \n",
+ " 0.005000 | \n",
+ "
\n",
+ " \n",
+ " | 10400 | \n",
+ " 0.194500 | \n",
+ "
\n",
+ " \n",
+ " | 10410 | \n",
+ " 0.017000 | \n",
+ "
\n",
+ " \n",
+ " | 10420 | \n",
+ " 0.002800 | \n",
+ "
\n",
+ " \n",
+ " | 10430 | \n",
+ " 0.005600 | \n",
+ "
\n",
+ " \n",
+ " | 10440 | \n",
+ " 0.185500 | \n",
+ "
\n",
+ " \n",
+ " | 10450 | \n",
+ " 0.002600 | \n",
+ "
\n",
+ " \n",
+ " | 10460 | \n",
+ " 0.021000 | \n",
+ "
\n",
+ " \n",
+ " | 10470 | \n",
+ " 0.072900 | \n",
+ "
\n",
+ " \n",
+ " | 10480 | \n",
+ " 0.136600 | \n",
+ "
\n",
+ " \n",
+ " | 10490 | \n",
+ " 0.190100 | \n",
+ "
\n",
+ " \n",
+ " | 10500 | \n",
+ " 0.076900 | \n",
+ "
\n",
+ " \n",
+ " | 10510 | \n",
+ " 0.002300 | \n",
+ "
\n",
+ " \n",
+ " | 10520 | \n",
+ " 0.016300 | \n",
+ "
\n",
+ " \n",
+ " | 10530 | \n",
+ " 0.102600 | \n",
+ "
\n",
+ " \n",
+ " | 10540 | \n",
+ " 0.002500 | \n",
+ "
\n",
+ " \n",
+ " | 10550 | \n",
+ " 0.031700 | \n",
+ "
\n",
+ " \n",
+ " | 10560 | \n",
+ " 0.162700 | \n",
+ "
\n",
+ " \n",
+ " | 10570 | \n",
+ " 0.180700 | \n",
+ "
\n",
+ " \n",
+ " | 10580 | \n",
+ " 0.088700 | \n",
+ "
\n",
+ " \n",
+ " | 10590 | \n",
+ " 0.073700 | \n",
+ "
\n",
+ " \n",
+ " | 10600 | \n",
+ " 0.069700 | \n",
+ "
\n",
+ " \n",
+ " | 10610 | \n",
+ " 0.137600 | \n",
+ "
\n",
+ " \n",
+ " | 10620 | \n",
+ " 0.043500 | \n",
+ "
\n",
+ " \n",
+ " | 10630 | \n",
+ " 0.115100 | \n",
+ "
\n",
+ " \n",
+ " | 10640 | \n",
+ " 0.074700 | \n",
+ "
\n",
+ " \n",
+ " | 10650 | \n",
+ " 0.004400 | \n",
+ "
\n",
+ " \n",
+ " | 10660 | \n",
+ " 0.065600 | \n",
+ "
\n",
+ " \n",
+ " | 10670 | \n",
+ " 0.165900 | \n",
+ "
\n",
+ " \n",
+ " | 10680 | \n",
+ " 0.084100 | \n",
+ "
\n",
+ " \n",
+ " | 10690 | \n",
+ " 0.186400 | \n",
+ "
\n",
+ " \n",
+ " | 10700 | \n",
+ " 0.156400 | \n",
+ "
\n",
+ " \n",
+ " | 10710 | \n",
+ " 0.224100 | \n",
+ "
\n",
+ " \n",
+ " | 10720 | \n",
+ " 0.159900 | \n",
+ "
\n",
+ " \n",
+ " | 10730 | \n",
+ " 0.004600 | \n",
+ "
\n",
+ " \n",
+ " | 10740 | \n",
+ " 0.075800 | \n",
+ "
\n",
+ " \n",
+ " | 10750 | \n",
+ " 0.066500 | \n",
+ "
\n",
+ " \n",
+ " | 10760 | \n",
+ " 0.068900 | \n",
+ "
\n",
+ " \n",
+ " | 10770 | \n",
+ " 0.188700 | \n",
+ "
\n",
+ " \n",
+ " | 10780 | \n",
+ " 0.197100 | \n",
+ "
\n",
+ " \n",
+ " | 10790 | \n",
+ " 0.131800 | \n",
+ "
\n",
+ " \n",
+ " | 10800 | \n",
+ " 0.064200 | \n",
+ "
\n",
+ " \n",
+ " | 10810 | \n",
+ " 0.036600 | \n",
+ "
\n",
+ " \n",
+ " | 10820 | \n",
+ " 0.077800 | \n",
+ "
\n",
+ " \n",
+ " | 10830 | \n",
+ " 0.190300 | \n",
+ "
\n",
+ " \n",
+ " | 10840 | \n",
+ " 0.004500 | \n",
+ "
\n",
+ " \n",
+ " | 10850 | \n",
+ " 0.148800 | \n",
+ "
\n",
+ " \n",
+ " | 10860 | \n",
+ " 0.043500 | \n",
+ "
\n",
+ " \n",
+ " | 10870 | \n",
+ " 0.002800 | \n",
+ "
\n",
+ " \n",
+ " | 10880 | \n",
+ " 0.002000 | \n",
+ "
\n",
+ " \n",
+ " | 10890 | \n",
+ " 0.170700 | \n",
+ "
\n",
+ " \n",
+ " | 10900 | \n",
+ " 0.001700 | \n",
+ "
\n",
+ " \n",
+ " | 10910 | \n",
+ " 0.074600 | \n",
+ "
\n",
+ " \n",
+ " | 10920 | \n",
+ " 0.142900 | \n",
+ "
\n",
+ " \n",
+ " | 10930 | \n",
+ " 0.001500 | \n",
+ "
\n",
+ " \n",
+ " | 10940 | \n",
+ " 0.123300 | \n",
+ "
\n",
+ " \n",
+ " | 10950 | \n",
+ " 0.124800 | \n",
+ "
\n",
+ " \n",
+ " | 10960 | \n",
+ " 0.029500 | \n",
+ "
\n",
+ " \n",
+ " | 10970 | \n",
+ " 0.063400 | \n",
+ "
\n",
+ " \n",
+ " | 10980 | \n",
+ " 0.063200 | \n",
+ "
\n",
+ " \n",
+ " | 10990 | \n",
+ " 0.000900 | \n",
+ "
\n",
+ " \n",
+ " | 11000 | \n",
+ " 0.062000 | \n",
+ "
\n",
+ " \n",
+ " | 11010 | \n",
+ " 0.063500 | \n",
+ "
\n",
+ " \n",
+ " | 11020 | \n",
+ " 0.004700 | \n",
+ "
\n",
+ " \n",
+ " | 11030 | \n",
+ " 0.096500 | \n",
+ "
\n",
+ " \n",
+ " | 11040 | \n",
+ " 0.001400 | \n",
+ "
\n",
+ " \n",
+ " | 11050 | \n",
+ " 0.001100 | \n",
+ "
\n",
+ " \n",
+ " | 11060 | \n",
+ " 0.001200 | \n",
+ "
\n",
+ " \n",
+ " | 11070 | \n",
+ " 0.069800 | \n",
+ "
\n",
+ " \n",
+ " | 11080 | \n",
+ " 0.047700 | \n",
+ "
\n",
+ " \n",
+ " | 11090 | \n",
+ " 0.081600 | \n",
+ "
\n",
+ " \n",
+ " | 11100 | \n",
+ " 0.035200 | \n",
+ "
\n",
+ " \n",
+ " | 11110 | \n",
+ " 0.002700 | \n",
+ "
\n",
+ " \n",
+ " | 11120 | \n",
+ " 0.045600 | \n",
+ "
\n",
+ " \n",
+ " | 11130 | \n",
+ " 0.111800 | \n",
+ "
\n",
+ " \n",
+ " | 11140 | \n",
+ " 0.008200 | \n",
+ "
\n",
+ " \n",
+ " | 11150 | \n",
+ " 0.133100 | \n",
+ "
\n",
+ " \n",
+ " | 11160 | \n",
+ " 0.151900 | \n",
+ "
\n",
+ " \n",
+ " | 11170 | \n",
+ " 0.088100 | \n",
+ "
\n",
+ " \n",
+ " | 11180 | \n",
+ " 0.001100 | \n",
+ "
\n",
+ " \n",
+ " | 11190 | \n",
+ " 0.070200 | \n",
+ "
\n",
+ " \n",
+ " | 11200 | \n",
+ " 0.074000 | \n",
+ "
\n",
+ " \n",
+ " | 11210 | \n",
+ " 0.076900 | \n",
+ "
\n",
+ " \n",
+ " | 11220 | \n",
+ " 0.050900 | \n",
+ "
\n",
+ " \n",
+ " | 11230 | \n",
+ " 0.110500 | \n",
+ "
\n",
+ " \n",
+ " | 11240 | \n",
+ " 0.001500 | \n",
+ "
\n",
+ " \n",
+ " | 11250 | \n",
+ " 0.016100 | \n",
+ "
\n",
+ " \n",
+ " | 11260 | \n",
+ " 0.073700 | \n",
+ "
\n",
+ " \n",
+ " | 11270 | \n",
+ " 0.078100 | \n",
+ "
\n",
+ " \n",
+ " | 11280 | \n",
+ " 0.008000 | \n",
+ "
\n",
+ " \n",
+ " | 11290 | \n",
+ " 0.000800 | \n",
+ "
\n",
+ " \n",
+ " | 11300 | \n",
+ " 0.010800 | \n",
+ "
\n",
+ " \n",
+ " | 11310 | \n",
+ " 0.008400 | \n",
+ "
\n",
+ " \n",
+ " | 11320 | \n",
+ " 0.081000 | \n",
+ "
\n",
+ " \n",
+ " | 11330 | \n",
+ " 0.051300 | \n",
+ "
\n",
+ " \n",
+ " | 11340 | \n",
+ " 0.107200 | \n",
+ "
\n",
+ " \n",
+ " | 11350 | \n",
+ " 0.095700 | \n",
+ "
\n",
+ " \n",
+ " | 11360 | \n",
+ " 0.084700 | \n",
+ "
\n",
+ " \n",
+ " | 11370 | \n",
+ " 0.001800 | \n",
+ "
\n",
+ " \n",
+ " | 11380 | \n",
+ " 0.001000 | \n",
+ "
\n",
+ " \n",
+ " | 11390 | \n",
+ " 0.014500 | \n",
+ "
\n",
+ " \n",
+ " | 11400 | \n",
+ " 0.089000 | \n",
+ "
\n",
+ " \n",
+ " | 11410 | \n",
+ " 0.028400 | \n",
+ "
\n",
+ " \n",
+ " | 11420 | \n",
+ " 0.079800 | \n",
+ "
\n",
+ " \n",
+ " | 11430 | \n",
+ " 0.053100 | \n",
+ "
\n",
+ " \n",
+ " | 11440 | \n",
+ " 0.046600 | \n",
+ "
\n",
+ " \n",
+ " | 11450 | \n",
+ " 0.017100 | \n",
+ "
\n",
+ " \n",
+ " | 11460 | \n",
+ " 0.000600 | \n",
+ "
\n",
+ " \n",
+ " | 11470 | \n",
+ " 0.000200 | \n",
+ "
\n",
+ " \n",
+ " | 11480 | \n",
+ " 0.031800 | \n",
+ "
\n",
+ " \n",
+ " | 11490 | \n",
+ " 0.001500 | \n",
+ "
\n",
+ " \n",
+ " | 11500 | \n",
+ " 0.000200 | \n",
+ "
\n",
+ " \n",
+ " | 11510 | \n",
+ " 0.566800 | \n",
+ "
\n",
+ " \n",
+ " | 11520 | \n",
+ " 0.062500 | \n",
+ "
\n",
+ " \n",
+ " | 11530 | \n",
+ " 0.001100 | \n",
+ "
\n",
+ " \n",
+ " | 11540 | \n",
+ " 0.149500 | \n",
+ "
\n",
+ " \n",
+ " | 11550 | \n",
+ " 0.002500 | \n",
+ "
\n",
+ " \n",
+ " | 11560 | \n",
+ " 0.002600 | \n",
+ "
\n",
+ " \n",
+ " | 11570 | \n",
+ " 0.053800 | \n",
+ "
\n",
+ " \n",
+ " | 11580 | \n",
+ " 0.000800 | \n",
+ "
\n",
+ " \n",
+ " | 11590 | \n",
+ " 0.103100 | \n",
+ "
\n",
+ " \n",
+ " | 11600 | \n",
+ " 0.018700 | \n",
+ "
\n",
+ " \n",
+ " | 11610 | \n",
+ " 0.013800 | \n",
+ "
\n",
+ " \n",
+ " | 11620 | \n",
+ " 0.087400 | \n",
+ "
\n",
+ " \n",
+ " | 11630 | \n",
+ " 0.059600 | \n",
+ "
\n",
+ " \n",
+ " | 11640 | \n",
+ " 0.106600 | \n",
+ "
\n",
+ " \n",
+ " | 11650 | \n",
+ " 0.015400 | \n",
+ "
\n",
+ " \n",
+ " | 11660 | \n",
+ " 0.096800 | \n",
+ "
\n",
+ " \n",
+ " | 11670 | \n",
+ " 0.089600 | \n",
+ "
\n",
+ " \n",
+ " | 11680 | \n",
+ " 0.222400 | \n",
+ "
\n",
+ " \n",
+ " | 11690 | \n",
+ " 0.222500 | \n",
+ "
\n",
+ " \n",
+ " | 11700 | \n",
+ " 0.055600 | \n",
+ "
\n",
+ " \n",
+ " | 11710 | \n",
+ " 0.094600 | \n",
+ "
\n",
+ " \n",
+ " | 11720 | \n",
+ " 0.001800 | \n",
+ "
\n",
+ " \n",
+ " | 11730 | \n",
+ " 0.007100 | \n",
+ "
\n",
+ " \n",
+ " | 11740 | \n",
+ " 0.001000 | \n",
+ "
\n",
+ " \n",
+ " | 11750 | \n",
+ " 0.210300 | \n",
+ "
\n",
+ " \n",
+ " | 11760 | \n",
+ " 0.197200 | \n",
+ "
\n",
+ " \n",
+ " | 11770 | \n",
+ " 0.082800 | \n",
+ "
\n",
+ " \n",
+ " | 11780 | \n",
+ " 0.043200 | \n",
+ "
\n",
+ " \n",
+ " | 11790 | \n",
+ " 0.003000 | \n",
+ "
\n",
+ " \n",
+ " | 11800 | \n",
+ " 0.228300 | \n",
+ "
\n",
+ " \n",
+ " | 11810 | \n",
+ " 0.217700 | \n",
+ "
\n",
+ " \n",
+ " | 11820 | \n",
+ " 0.008300 | \n",
+ "
\n",
+ " \n",
+ " | 11830 | \n",
+ " 0.004500 | \n",
+ "
\n",
+ " \n",
+ " | 11840 | \n",
+ " 0.066500 | \n",
+ "
\n",
+ " \n",
+ " | 11850 | \n",
+ " 0.001200 | \n",
+ "
\n",
+ " \n",
+ " | 11860 | \n",
+ " 0.119200 | \n",
+ "
\n",
+ " \n",
+ " | 11870 | \n",
+ " 0.001400 | \n",
+ "
\n",
+ " \n",
+ " | 11880 | \n",
+ " 0.071600 | \n",
+ "
\n",
+ " \n",
+ " | 11890 | \n",
+ " 0.039900 | \n",
+ "
\n",
+ " \n",
+ " | 11900 | \n",
+ " 0.001100 | \n",
+ "
\n",
+ " \n",
+ " | 11910 | \n",
+ " 0.090000 | \n",
+ "
\n",
+ " \n",
+ " | 11920 | \n",
+ " 0.129900 | \n",
+ "
\n",
+ " \n",
+ " | 11930 | \n",
+ " 0.031800 | \n",
+ "
\n",
+ " \n",
+ " | 11940 | \n",
+ " 0.051900 | \n",
+ "
\n",
+ " \n",
+ " | 11950 | \n",
+ " 0.014900 | \n",
+ "
\n",
+ " \n",
+ " | 11960 | \n",
+ " 0.000800 | \n",
+ "
\n",
+ " \n",
+ " | 11970 | \n",
+ " 0.099100 | \n",
+ "
\n",
+ " \n",
+ " | 11980 | \n",
+ " 0.098100 | \n",
+ "
\n",
+ " \n",
+ " | 11990 | \n",
+ " 0.000700 | \n",
+ "
\n",
+ " \n",
+ " | 12000 | \n",
+ " 0.003800 | \n",
+ "
\n",
+ " \n",
+ " | 12010 | \n",
+ " 0.001800 | \n",
+ "
\n",
+ " \n",
+ " | 12020 | \n",
+ " 0.092700 | \n",
+ "
\n",
+ " \n",
+ " | 12030 | \n",
+ " 0.083300 | \n",
+ "
\n",
+ " \n",
+ " | 12040 | \n",
+ " 0.001300 | \n",
+ "
\n",
+ " \n",
+ " | 12050 | \n",
+ " 0.106800 | \n",
+ "
\n",
+ " \n",
+ " | 12060 | \n",
+ " 0.042100 | \n",
+ "
\n",
+ " \n",
+ " | 12070 | \n",
+ " 0.064600 | \n",
+ "
\n",
+ " \n",
+ " | 12080 | \n",
+ " 0.000400 | \n",
+ "
\n",
+ " \n",
+ " | 12090 | \n",
+ " 0.074300 | \n",
+ "
\n",
+ " \n",
+ " | 12100 | \n",
+ " 0.142200 | \n",
+ "
\n",
+ " \n",
+ " | 12110 | \n",
+ " 0.151400 | \n",
+ "
\n",
+ " \n",
+ " | 12120 | \n",
+ " 0.001700 | \n",
+ "
\n",
+ " \n",
+ " | 12130 | \n",
+ " 0.205600 | \n",
+ "
\n",
+ " \n",
+ " | 12140 | \n",
+ " 0.091900 | \n",
+ "
\n",
+ " \n",
+ " | 12150 | \n",
+ " 0.123200 | \n",
+ "
\n",
+ " \n",
+ " | 12160 | \n",
+ " 0.043000 | \n",
+ "
\n",
+ " \n",
+ " | 12170 | \n",
+ " 0.168800 | \n",
+ "
\n",
+ " \n",
+ " | 12180 | \n",
+ " 0.045200 | \n",
+ "
\n",
+ " \n",
+ " | 12190 | \n",
+ " 0.062200 | \n",
+ "
\n",
+ " \n",
+ " | 12200 | \n",
+ " 0.074500 | \n",
+ "
\n",
+ " \n",
+ " | 12210 | \n",
+ " 0.021600 | \n",
+ "
\n",
+ " \n",
+ " | 12220 | \n",
+ " 0.098900 | \n",
+ "
\n",
+ " \n",
+ " | 12230 | \n",
+ " 0.001200 | \n",
+ "
\n",
+ " \n",
+ " | 12240 | \n",
+ " 0.001000 | \n",
+ "
\n",
+ " \n",
+ " | 12250 | \n",
+ " 0.035200 | \n",
+ "
\n",
+ " \n",
+ " | 12260 | \n",
+ " 0.128800 | \n",
+ "
\n",
+ " \n",
+ " | 12270 | \n",
+ " 0.131400 | \n",
+ "
\n",
+ " \n",
+ " | 12280 | \n",
+ " 0.058400 | \n",
+ "
\n",
+ " \n",
+ " | 12290 | \n",
+ " 0.001400 | \n",
+ "
\n",
+ " \n",
+ " | 12300 | \n",
+ " 0.001100 | \n",
+ "
\n",
+ " \n",
+ " | 12310 | \n",
+ " 0.138800 | \n",
+ "
\n",
+ " \n",
+ " | 12320 | \n",
+ " 0.003900 | \n",
+ "
\n",
+ " \n",
+ " | 12330 | \n",
+ " 0.171800 | \n",
+ "
\n",
+ " \n",
+ " | 12340 | \n",
+ " 0.090500 | \n",
+ "
\n",
+ " \n",
+ " | 12350 | \n",
+ " 0.001100 | \n",
+ "
\n",
+ " \n",
+ " | 12360 | \n",
+ " 0.138700 | \n",
+ "
\n",
+ " \n",
+ " | 12370 | \n",
+ " 0.019900 | \n",
+ "
\n",
+ " \n",
+ " | 12380 | \n",
+ " 0.048500 | \n",
+ "
\n",
+ " \n",
+ " | 12390 | \n",
+ " 0.056100 | \n",
+ "
\n",
+ " \n",
+ " | 12400 | \n",
+ " 0.041600 | \n",
+ "
\n",
+ " \n",
+ " | 12410 | \n",
+ " 0.046100 | \n",
+ "
\n",
+ " \n",
+ " | 12420 | \n",
+ " 0.002900 | \n",
+ "
\n",
+ " \n",
+ " | 12430 | \n",
+ " 0.119500 | \n",
+ "
\n",
+ " \n",
+ " | 12440 | \n",
+ " 0.095000 | \n",
+ "
\n",
+ " \n",
+ " | 12450 | \n",
+ " 0.052100 | \n",
+ "
\n",
+ " \n",
+ " | 12460 | \n",
+ " 0.081400 | \n",
+ "
\n",
+ " \n",
+ " | 12470 | \n",
+ " 0.001700 | \n",
+ "
\n",
+ " \n",
+ " | 12480 | \n",
+ " 0.075100 | \n",
+ "
\n",
+ " \n",
+ " | 12490 | \n",
+ " 0.000600 | \n",
+ "
\n",
+ " \n",
+ " | 12500 | \n",
+ " 0.001100 | \n",
+ "
\n",
+ " \n",
+ " | 12510 | \n",
+ " 0.073300 | \n",
+ "
\n",
+ " \n",
+ " | 12520 | \n",
+ " 0.127700 | \n",
+ "
\n",
+ " \n",
+ " | 12530 | \n",
+ " 0.070800 | \n",
+ "
\n",
+ " \n",
+ " | 12540 | \n",
+ " 0.099000 | \n",
+ "
\n",
+ " \n",
+ " | 12550 | \n",
+ " 0.001700 | \n",
+ "
\n",
+ " \n",
+ " | 12560 | \n",
+ " 0.011900 | \n",
+ "
\n",
+ " \n",
+ " | 12570 | \n",
+ " 0.059900 | \n",
+ "
\n",
+ " \n",
+ " | 12580 | \n",
+ " 0.001100 | \n",
+ "
\n",
+ " \n",
+ " | 12590 | \n",
+ " 0.128600 | \n",
+ "
\n",
+ " \n",
+ " | 12600 | \n",
+ " 0.055700 | \n",
+ "
\n",
+ " \n",
+ " | 12610 | \n",
+ " 0.004100 | \n",
+ "
\n",
+ " \n",
+ " | 12620 | \n",
+ " 0.279800 | \n",
+ "
\n",
+ " \n",
+ " | 12630 | \n",
+ " 0.141300 | \n",
+ "
\n",
+ " \n",
+ " | 12640 | \n",
+ " 0.084600 | \n",
+ "
\n",
+ " \n",
+ " | 12650 | \n",
+ " 0.176200 | \n",
+ "
\n",
+ " \n",
+ " | 12660 | \n",
+ " 0.001600 | \n",
+ "
\n",
+ " \n",
+ " | 12670 | \n",
+ " 0.005800 | \n",
+ "
\n",
+ " \n",
+ " | 12680 | \n",
+ " 0.005500 | \n",
+ "
\n",
+ " \n",
+ " | 12690 | \n",
+ " 0.131900 | \n",
+ "
\n",
+ " \n",
+ " | 12700 | \n",
+ " 0.000700 | \n",
+ "
\n",
+ " \n",
+ " | 12710 | \n",
+ " 0.163700 | \n",
+ "
\n",
+ " \n",
+ " | 12720 | \n",
+ " 0.100500 | \n",
+ "
\n",
+ " \n",
+ " | 12730 | \n",
+ " 0.073600 | \n",
+ "
\n",
+ " \n",
+ " | 12740 | \n",
+ " 0.002400 | \n",
+ "
\n",
+ " \n",
+ " | 12750 | \n",
+ " 0.002600 | \n",
+ "
\n",
+ " \n",
+ " | 12760 | \n",
+ " 0.001200 | \n",
+ "
\n",
+ " \n",
+ " | 12770 | \n",
+ " 0.037300 | \n",
+ "
\n",
+ " \n",
+ " | 12780 | \n",
+ " 0.000600 | \n",
+ "
\n",
+ " \n",
+ " | 12790 | \n",
+ " 0.000800 | \n",
+ "
\n",
+ " \n",
+ " | 12800 | \n",
+ " 0.055600 | \n",
+ "
\n",
+ " \n",
+ " | 12810 | \n",
+ " 0.112900 | \n",
+ "
\n",
+ " \n",
+ " | 12820 | \n",
+ " 0.013700 | \n",
+ "
\n",
+ " \n",
+ " | 12830 | \n",
+ " 0.103100 | \n",
+ "
\n",
+ " \n",
+ " | 12840 | \n",
+ " 0.002000 | \n",
+ "
\n",
+ " \n",
+ " | 12850 | \n",
+ " 0.071700 | \n",
+ "
\n",
+ " \n",
+ " | 12860 | \n",
+ " 0.041500 | \n",
+ "
\n",
+ " \n",
+ " | 12870 | \n",
+ " 0.093300 | \n",
+ "
\n",
+ " \n",
+ " | 12880 | \n",
+ " 0.000700 | \n",
+ "
\n",
+ " \n",
+ " | 12890 | \n",
+ " 0.060300 | \n",
+ "
\n",
+ " \n",
+ " | 12900 | \n",
+ " 0.000600 | \n",
+ "
\n",
+ " \n",
+ " | 12910 | \n",
+ " 0.085400 | \n",
+ "
\n",
+ " \n",
+ " | 12920 | \n",
+ " 0.001800 | \n",
+ "
\n",
+ " \n",
+ " | 12930 | \n",
+ " 0.118000 | \n",
+ "
\n",
+ " \n",
+ " | 12940 | \n",
+ " 0.000500 | \n",
+ "
\n",
+ " \n",
+ " | 12950 | \n",
+ " 0.034400 | \n",
+ "
\n",
+ " \n",
+ " | 12960 | \n",
+ " 0.085800 | \n",
+ "
\n",
+ " \n",
+ " | 12970 | \n",
+ " 0.048800 | \n",
+ "
\n",
+ " \n",
+ " | 12980 | \n",
+ " 0.065500 | \n",
+ "
\n",
+ " \n",
+ " | 12990 | \n",
+ " 0.001700 | \n",
+ "
\n",
+ " \n",
+ " | 13000 | \n",
+ " 0.006400 | \n",
+ "
\n",
+ " \n",
+ " | 13010 | \n",
+ " 0.068800 | \n",
+ "
\n",
+ " \n",
+ " | 13020 | \n",
+ " 0.131200 | \n",
+ "
\n",
+ " \n",
+ " | 13030 | \n",
+ " 0.120000 | \n",
+ "
\n",
+ " \n",
+ " | 13040 | \n",
+ " 0.000800 | \n",
+ "
\n",
+ " \n",
+ " | 13050 | \n",
+ " 0.121100 | \n",
+ "
\n",
+ " \n",
+ " | 13060 | \n",
+ " 0.008700 | \n",
+ "
\n",
+ " \n",
+ " | 13070 | \n",
+ " 0.133700 | \n",
+ "
\n",
+ " \n",
+ " | 13080 | \n",
+ " 0.065100 | \n",
+ "
\n",
+ " \n",
+ " | 13090 | \n",
+ " 0.064100 | \n",
+ "
\n",
+ " \n",
+ " | 13100 | \n",
+ " 0.208900 | \n",
+ "
\n",
+ " \n",
+ " | 13110 | \n",
+ " 0.007500 | \n",
+ "
\n",
+ " \n",
+ " | 13120 | \n",
+ " 0.039000 | \n",
+ "
\n",
+ " \n",
+ " | 13130 | \n",
+ " 0.064600 | \n",
+ "
\n",
+ " \n",
+ " | 13140 | \n",
+ " 0.001400 | \n",
+ "
\n",
+ " \n",
+ " | 13150 | \n",
+ " 0.048600 | \n",
+ "
\n",
+ " \n",
+ " | 13160 | \n",
+ " 0.000600 | \n",
+ "
\n",
+ " \n",
+ " | 13170 | \n",
+ " 0.000300 | \n",
+ "
\n",
+ " \n",
+ " | 13180 | \n",
+ " 0.000500 | \n",
+ "
\n",
+ " \n",
+ " | 13190 | \n",
+ " 0.000200 | \n",
+ "
\n",
+ " \n",
+ " | 13200 | \n",
+ " 0.063900 | \n",
+ "
\n",
+ " \n",
+ " | 13210 | \n",
+ " 0.189500 | \n",
+ "
\n",
+ " \n",
+ " | 13220 | \n",
+ " 0.001000 | \n",
+ "
\n",
+ " \n",
+ " | 13230 | \n",
+ " 0.000400 | \n",
+ "
\n",
+ " \n",
+ " | 13240 | \n",
+ " 0.054800 | \n",
+ "
\n",
+ " \n",
+ " | 13250 | \n",
+ " 0.000500 | \n",
+ "
\n",
+ " \n",
+ " | 13260 | \n",
+ " 0.052200 | \n",
+ "
\n",
+ " \n",
+ " | 13270 | \n",
+ " 0.054100 | \n",
+ "
\n",
+ " \n",
+ " | 13280 | \n",
+ " 0.010900 | \n",
+ "
\n",
+ " \n",
+ " | 13290 | \n",
+ " 0.001000 | \n",
+ "
\n",
+ " \n",
+ " | 13300 | \n",
+ " 0.094200 | \n",
+ "
\n",
+ " \n",
+ " | 13310 | \n",
+ " 0.008800 | \n",
+ "
\n",
+ " \n",
+ " | 13320 | \n",
+ " 0.000700 | \n",
+ "
\n",
+ " \n",
+ " | 13330 | \n",
+ " 0.048800 | \n",
+ "
\n",
+ " \n",
+ " | 13340 | \n",
+ " 0.272100 | \n",
+ "
\n",
+ " \n",
+ " | 13350 | \n",
+ " 0.042700 | \n",
+ "
\n",
+ " \n",
+ " | 13360 | \n",
+ " 0.000400 | \n",
+ "
\n",
+ " \n",
+ " | 13370 | \n",
+ " 0.001100 | \n",
+ "
\n",
+ " \n",
+ " | 13380 | \n",
+ " 0.077300 | \n",
+ "
\n",
+ " \n",
+ " | 13390 | \n",
+ " 0.035200 | \n",
+ "
\n",
+ " \n",
+ " | 13400 | \n",
+ " 0.182900 | \n",
+ "
\n",
+ " \n",
+ " | 13410 | \n",
+ " 0.094200 | \n",
+ "
\n",
+ " \n",
+ " | 13420 | \n",
+ " 0.064200 | \n",
+ "
\n",
+ " \n",
+ " | 13430 | \n",
+ " 0.018800 | \n",
+ "
\n",
+ " \n",
+ " | 13440 | \n",
+ " 0.186000 | \n",
+ "
\n",
+ " \n",
+ " | 13450 | \n",
+ " 0.070000 | \n",
+ "
\n",
+ " \n",
+ " | 13460 | \n",
+ " 0.002600 | \n",
+ "
\n",
+ " \n",
+ " | 13470 | \n",
+ " 0.024500 | \n",
+ "
\n",
+ " \n",
+ " | 13480 | \n",
+ " 0.062000 | \n",
+ "
\n",
+ " \n",
+ " | 13490 | \n",
+ " 0.072400 | \n",
+ "
\n",
+ " \n",
+ " | 13500 | \n",
+ " 0.083500 | \n",
+ "
\n",
+ " \n",
+ " | 13510 | \n",
+ " 0.076000 | \n",
+ "
\n",
+ " \n",
+ " | 13520 | \n",
+ " 0.001800 | \n",
+ "
\n",
+ " \n",
+ " | 13530 | \n",
+ " 0.092700 | \n",
+ "
\n",
+ " \n",
+ " | 13540 | \n",
+ " 0.141300 | \n",
+ "
\n",
+ " \n",
+ " | 13550 | \n",
+ " 0.072300 | \n",
+ "
\n",
+ " \n",
+ " | 13560 | \n",
+ " 0.007400 | \n",
+ "
\n",
+ " \n",
+ " | 13570 | \n",
+ " 0.001300 | \n",
+ "
\n",
+ " \n",
+ " | 13580 | \n",
+ " 0.038200 | \n",
+ "
\n",
+ " \n",
+ " | 13590 | \n",
+ " 0.168100 | \n",
+ "
\n",
+ " \n",
+ " | 13600 | \n",
+ " 0.111300 | \n",
+ "
\n",
+ " \n",
+ " | 13610 | \n",
+ " 0.034800 | \n",
+ "
\n",
+ " \n",
+ " | 13620 | \n",
+ " 0.158000 | \n",
+ "
\n",
+ " \n",
+ " | 13630 | \n",
+ " 0.156400 | \n",
+ "
\n",
+ " \n",
+ " | 13640 | \n",
+ " 0.002400 | \n",
+ "
\n",
+ " \n",
+ " | 13650 | \n",
+ " 0.227400 | \n",
+ "
\n",
+ " \n",
+ " | 13660 | \n",
+ " 0.059300 | \n",
+ "
\n",
+ " \n",
+ " | 13670 | \n",
+ " 0.159500 | \n",
+ "
\n",
+ " \n",
+ " | 13680 | \n",
+ " 0.125200 | \n",
+ "
\n",
+ " \n",
+ " | 13690 | \n",
+ " 0.002500 | \n",
+ "
\n",
+ " \n",
+ " | 13700 | \n",
+ " 0.098000 | \n",
+ "
\n",
+ " \n",
+ " | 13710 | \n",
+ " 0.088200 | \n",
+ "
\n",
+ " \n",
+ " | 13720 | \n",
+ " 0.001000 | \n",
+ "
\n",
+ " \n",
+ " | 13730 | \n",
+ " 0.086300 | \n",
+ "
\n",
+ " \n",
+ " | 13740 | \n",
+ " 0.120700 | \n",
+ "
\n",
+ " \n",
+ " | 13750 | \n",
+ " 0.100800 | \n",
+ "
\n",
+ " \n",
+ " | 13760 | \n",
+ " 0.178500 | \n",
+ "
\n",
+ " \n",
+ " | 13770 | \n",
+ " 0.087000 | \n",
+ "
\n",
+ " \n",
+ " | 13780 | \n",
+ " 0.016400 | \n",
+ "
\n",
+ " \n",
+ " | 13790 | \n",
+ " 0.137900 | \n",
+ "
\n",
+ " \n",
+ " | 13800 | \n",
+ " 0.004800 | \n",
+ "
\n",
+ " \n",
+ " | 13810 | \n",
+ " 0.000900 | \n",
+ "
\n",
+ " \n",
+ " | 13820 | \n",
+ " 0.315800 | \n",
+ "
\n",
+ " \n",
+ " | 13830 | \n",
+ " 0.060100 | \n",
+ "
\n",
+ " \n",
+ " | 13840 | \n",
+ " 0.182400 | \n",
+ "
\n",
+ " \n",
+ " | 13850 | \n",
+ " 0.002400 | \n",
+ "
\n",
+ " \n",
+ " | 13860 | \n",
+ " 0.000700 | \n",
+ "
\n",
+ " \n",
+ " | 13870 | \n",
+ " 0.000800 | \n",
+ "
\n",
+ " \n",
+ " | 13880 | \n",
+ " 0.158500 | \n",
+ "
\n",
+ " \n",
+ " | 13890 | \n",
+ " 0.143400 | \n",
+ "
\n",
+ " \n",
+ " | 13900 | \n",
+ " 0.003400 | \n",
+ "
\n",
+ " \n",
+ " | 13910 | \n",
+ " 0.002600 | \n",
+ "
\n",
+ " \n",
+ " | 13920 | \n",
+ " 0.000900 | \n",
+ "
\n",
+ " \n",
+ " | 13930 | \n",
+ " 0.000700 | \n",
+ "
\n",
+ " \n",
+ " | 13940 | \n",
+ " 0.057800 | \n",
+ "
\n",
+ " \n",
+ " | 13950 | \n",
+ " 0.202600 | \n",
+ "
\n",
+ " \n",
+ " | 13960 | \n",
+ " 0.037600 | \n",
+ "
\n",
+ " \n",
+ " | 13970 | \n",
+ " 0.000600 | \n",
+ "
\n",
+ " \n",
+ " | 13980 | \n",
+ " 0.000600 | \n",
+ "
\n",
+ " \n",
+ " | 13990 | \n",
+ " 0.063000 | \n",
+ "
\n",
+ " \n",
+ " | 14000 | \n",
+ " 0.000800 | \n",
+ "
\n",
+ " \n",
+ " | 14010 | \n",
+ " 0.001800 | \n",
+ "
\n",
+ " \n",
+ " | 14020 | \n",
+ " 0.021800 | \n",
+ "
\n",
+ " \n",
+ " | 14030 | \n",
+ " 0.016800 | \n",
+ "
\n",
+ " \n",
+ " | 14040 | \n",
+ " 0.000800 | \n",
+ "
\n",
+ " \n",
+ " | 14050 | \n",
+ " 0.113800 | \n",
+ "
\n",
+ " \n",
+ " | 14060 | \n",
+ " 0.000400 | \n",
+ "
\n",
+ " \n",
+ " | 14070 | \n",
+ " 0.058700 | \n",
+ "
\n",
+ " \n",
+ " | 14080 | \n",
+ " 0.225700 | \n",
+ "
\n",
+ " \n",
+ " | 14090 | \n",
+ " 0.221400 | \n",
+ "
\n",
+ " \n",
+ " | 14100 | \n",
+ " 0.093600 | \n",
+ "
\n",
+ " \n",
+ " | 14110 | \n",
+ " 0.159100 | \n",
+ "
\n",
+ " \n",
+ " | 14120 | \n",
+ " 0.002600 | \n",
+ "
\n",
+ " \n",
+ " | 14130 | \n",
+ " 0.111400 | \n",
+ "
\n",
+ " \n",
+ " | 14140 | \n",
+ " 0.001400 | \n",
+ "
\n",
+ " \n",
+ " | 14150 | \n",
+ " 0.000600 | \n",
+ "
\n",
+ " \n",
+ " | 14160 | \n",
+ " 0.000600 | \n",
+ "
\n",
+ " \n",
+ " | 14170 | \n",
+ " 0.000500 | \n",
+ "
\n",
+ " \n",
+ " | 14180 | \n",
+ " 0.074200 | \n",
+ "
\n",
+ " \n",
+ " | 14190 | \n",
+ " 0.097800 | \n",
+ "
\n",
+ " \n",
+ " | 14200 | \n",
+ " 0.269200 | \n",
+ "
\n",
+ " \n",
+ " | 14210 | \n",
+ " 0.170600 | \n",
+ "
\n",
+ " \n",
+ " | 14220 | \n",
+ " 0.100600 | \n",
+ "
\n",
+ " \n",
+ " | 14230 | \n",
+ " 0.048900 | \n",
+ "
\n",
+ " \n",
+ " | 14240 | \n",
+ " 0.002300 | \n",
+ "
\n",
+ " \n",
+ " | 14250 | \n",
+ " 0.027700 | \n",
+ "
\n",
+ " \n",
+ " | 14260 | \n",
+ " 0.144600 | \n",
+ "
\n",
+ " \n",
+ " | 14270 | \n",
+ " 0.081500 | \n",
+ "
\n",
+ " \n",
+ " | 14280 | \n",
+ " 0.023700 | \n",
+ "
\n",
+ " \n",
+ " | 14290 | \n",
+ " 0.064500 | \n",
+ "
\n",
+ " \n",
+ " | 14300 | \n",
+ " 0.057800 | \n",
+ "
\n",
+ " \n",
+ " | 14310 | \n",
+ " 0.000800 | \n",
+ "
\n",
+ " \n",
+ " | 14320 | \n",
+ " 0.104500 | \n",
+ "
\n",
+ " \n",
+ " | 14330 | \n",
+ " 0.001200 | \n",
+ "
\n",
+ " \n",
+ " | 14340 | \n",
+ " 0.000300 | \n",
+ "
\n",
+ " \n",
+ " | 14350 | \n",
+ " 0.157900 | \n",
+ "
\n",
+ " \n",
+ " | 14360 | \n",
+ " 0.029200 | \n",
+ "
\n",
+ " \n",
+ " | 14370 | \n",
+ " 0.107000 | \n",
+ "
\n",
+ " \n",
+ " | 14380 | \n",
+ " 0.076300 | \n",
+ "
\n",
+ " \n",
+ " | 14390 | \n",
+ " 0.112600 | \n",
+ "
\n",
+ " \n",
+ " | 14400 | \n",
+ " 0.007300 | \n",
+ "
\n",
+ " \n",
+ " | 14410 | \n",
+ " 0.089900 | \n",
+ "
\n",
+ " \n",
+ " | 14420 | \n",
+ " 0.081200 | \n",
+ "
\n",
+ " \n",
+ " | 14430 | \n",
+ " 0.002200 | \n",
+ "
\n",
+ " \n",
+ " | 14440 | \n",
+ " 0.001300 | \n",
+ "
\n",
+ " \n",
+ " | 14450 | \n",
+ " 0.000400 | \n",
+ "
\n",
+ " \n",
+ " | 14460 | \n",
+ " 0.061700 | \n",
+ "
\n",
+ " \n",
+ " | 14470 | \n",
+ " 0.000700 | \n",
+ "
\n",
+ " \n",
+ " | 14480 | \n",
+ " 0.000300 | \n",
+ "
\n",
+ " \n",
+ " | 14490 | \n",
+ " 0.272900 | \n",
+ "
\n",
+ " \n",
+ " | 14500 | \n",
+ " 0.052900 | \n",
+ "
\n",
+ " \n",
+ " | 14510 | \n",
+ " 0.121900 | \n",
+ "
\n",
+ " \n",
+ " | 14520 | \n",
+ " 0.139600 | \n",
+ "
\n",
+ " \n",
+ " | 14530 | \n",
+ " 0.080400 | \n",
+ "
\n",
+ " \n",
+ " | 14540 | \n",
+ " 0.023800 | \n",
+ "
\n",
+ " \n",
+ " | 14550 | \n",
+ " 0.076500 | \n",
+ "
\n",
+ " \n",
+ " | 14560 | \n",
+ " 0.085200 | \n",
+ "
\n",
+ " \n",
+ " | 14570 | \n",
+ " 0.000700 | \n",
+ "
\n",
+ " \n",
+ " | 14580 | \n",
+ " 0.124500 | \n",
+ "
\n",
+ " \n",
+ " | 14590 | \n",
+ " 0.004600 | \n",
+ "
\n",
+ " \n",
+ " | 14600 | \n",
+ " 0.114700 | \n",
+ "
\n",
+ " \n",
+ " | 14610 | \n",
+ " 0.055000 | \n",
+ "
\n",
+ " \n",
+ " | 14620 | \n",
+ " 0.004000 | \n",
+ "
\n",
+ " \n",
+ " | 14630 | \n",
+ " 0.039600 | \n",
+ "
\n",
+ " \n",
+ " | 14640 | \n",
+ " 0.278300 | \n",
+ "
\n",
+ " \n",
+ " | 14650 | \n",
+ " 0.059200 | \n",
+ "
\n",
+ " \n",
+ " | 14660 | \n",
+ " 0.098200 | \n",
+ "
\n",
+ " \n",
+ " | 14670 | \n",
+ " 0.165700 | \n",
+ "
\n",
+ " \n",
+ " | 14680 | \n",
+ " 0.002000 | \n",
+ "
\n",
+ " \n",
+ " | 14690 | \n",
+ " 0.149800 | \n",
+ "
\n",
+ " \n",
+ " | 14700 | \n",
+ " 0.106100 | \n",
+ "
\n",
+ " \n",
+ " | 14710 | \n",
+ " 0.005900 | \n",
+ "
\n",
+ " \n",
+ " | 14720 | \n",
+ " 0.052200 | \n",
+ "
\n",
+ " \n",
+ " | 14730 | \n",
+ " 0.107000 | \n",
+ "
\n",
+ " \n",
+ " | 14740 | \n",
+ " 0.093500 | \n",
+ "
\n",
+ " \n",
+ " | 14750 | \n",
+ " 0.001100 | \n",
+ "
\n",
+ " \n",
+ " | 14760 | \n",
+ " 0.054700 | \n",
+ "
\n",
+ " \n",
+ " | 14770 | \n",
+ " 0.005100 | \n",
+ "
\n",
+ " \n",
+ " | 14780 | \n",
+ " 0.001100 | \n",
+ "
\n",
+ " \n",
+ " | 14790 | \n",
+ " 0.000700 | \n",
+ "
\n",
+ " \n",
+ " | 14800 | \n",
+ " 0.000300 | \n",
+ "
\n",
+ " \n",
+ " | 14810 | \n",
+ " 0.091200 | \n",
+ "
\n",
+ " \n",
+ " | 14820 | \n",
+ " 0.092800 | \n",
+ "
\n",
+ " \n",
+ " | 14830 | \n",
+ " 0.083900 | \n",
+ "
\n",
+ " \n",
+ " | 14840 | \n",
+ " 0.287100 | \n",
+ "
\n",
+ " \n",
+ " | 14850 | \n",
+ " 0.136900 | \n",
+ "
\n",
+ " \n",
+ " | 14860 | \n",
+ " 0.001400 | \n",
+ "
\n",
+ " \n",
+ " | 14870 | \n",
+ " 0.025900 | \n",
+ "
\n",
+ " \n",
+ " | 14880 | \n",
+ " 0.056200 | \n",
+ "
\n",
+ " \n",
+ " | 14890 | \n",
+ " 0.025700 | \n",
+ "
\n",
+ " \n",
+ " | 14900 | \n",
+ " 0.013100 | \n",
+ "
\n",
+ " \n",
+ " | 14910 | \n",
+ " 0.295700 | \n",
+ "
\n",
+ " \n",
+ " | 14920 | \n",
+ " 0.101800 | \n",
+ "
\n",
+ " \n",
+ " | 14930 | \n",
+ " 0.000700 | \n",
+ "
\n",
+ " \n",
+ " | 14940 | \n",
+ " 0.159200 | \n",
+ "
\n",
+ " \n",
+ " | 14950 | \n",
+ " 0.115400 | \n",
+ "
\n",
+ " \n",
+ " | 14960 | \n",
+ " 0.068800 | \n",
+ "
\n",
+ " \n",
+ " | 14970 | \n",
+ " 0.131100 | \n",
+ "
\n",
+ " \n",
+ " | 14980 | \n",
+ " 0.002000 | \n",
+ "
\n",
+ " \n",
+ " | 14990 | \n",
+ " 0.000500 | \n",
+ "
\n",
+ " \n",
+ " | 15000 | \n",
+ " 0.000700 | \n",
+ "
\n",
+ " \n",
+ " | 15010 | \n",
+ " 0.157900 | \n",
+ "
\n",
+ " \n",
+ " | 15020 | \n",
+ " 0.075300 | \n",
+ "
\n",
+ " \n",
+ " | 15030 | \n",
+ " 0.055100 | \n",
+ "
\n",
+ " \n",
+ " | 15040 | \n",
+ " 0.000800 | \n",
+ "
\n",
+ " \n",
+ " | 15050 | \n",
+ " 0.000400 | \n",
+ "
\n",
+ " \n",
+ " | 15060 | \n",
+ " 0.186100 | \n",
+ "
\n",
+ " \n",
+ " | 15070 | \n",
+ " 0.054900 | \n",
+ "
\n",
+ " \n",
+ " | 15080 | \n",
+ " 0.000800 | \n",
+ "
\n",
+ " \n",
+ " | 15090 | \n",
+ " 0.074900 | \n",
+ "
\n",
+ " \n",
+ " | 15100 | \n",
+ " 0.040200 | \n",
+ "
\n",
+ " \n",
+ " | 15110 | \n",
+ " 0.000900 | \n",
+ "
\n",
+ " \n",
+ " | 15120 | \n",
+ " 0.000400 | \n",
+ "
\n",
+ " \n",
+ " | 15130 | \n",
+ " 0.000200 | \n",
+ "
\n",
+ " \n",
+ " | 15140 | \n",
+ " 0.098700 | \n",
+ "
\n",
+ " \n",
+ " | 15150 | \n",
+ " 0.110000 | \n",
+ "
\n",
+ " \n",
+ " | 15160 | \n",
+ " 0.000300 | \n",
+ "
\n",
+ " \n",
+ " | 15170 | \n",
+ " 0.246600 | \n",
+ "
\n",
+ " \n",
+ " | 15180 | \n",
+ " 0.046600 | \n",
+ "
\n",
+ " \n",
+ " | 15190 | \n",
+ " 0.003800 | \n",
+ "
\n",
+ " \n",
+ " | 15200 | \n",
+ " 0.125000 | \n",
+ "
\n",
+ " \n",
+ " | 15210 | \n",
+ " 0.192400 | \n",
+ "
\n",
+ " \n",
+ " | 15220 | \n",
+ " 0.022300 | \n",
+ "
\n",
+ " \n",
+ " | 15230 | \n",
+ " 0.003600 | \n",
+ "
\n",
+ " \n",
+ " | 15240 | \n",
+ " 0.159200 | \n",
+ "
\n",
+ " \n",
+ " | 15250 | \n",
+ " 0.002000 | \n",
+ "
\n",
+ " \n",
+ " | 15260 | \n",
+ " 0.194600 | \n",
+ "
\n",
+ " \n",
+ " | 15270 | \n",
+ " 0.120300 | \n",
+ "
\n",
+ " \n",
+ " | 15280 | \n",
+ " 0.035700 | \n",
+ "
\n",
+ " \n",
+ " | 15290 | \n",
+ " 0.052000 | \n",
+ "
\n",
+ " \n",
+ " | 15300 | \n",
+ " 0.060800 | \n",
+ "
\n",
+ " \n",
+ " | 15310 | \n",
+ " 0.105700 | \n",
+ "
\n",
+ " \n",
+ " | 15320 | \n",
+ " 0.010400 | \n",
+ "
\n",
+ " \n",
+ " | 15330 | \n",
+ " 0.001900 | \n",
+ "
\n",
+ " \n",
+ " | 15340 | \n",
+ " 0.000800 | \n",
+ "
\n",
+ " \n",
+ " | 15350 | \n",
+ " 0.000400 | \n",
+ "
\n",
+ " \n",
+ " | 15360 | \n",
+ " 0.000300 | \n",
+ "
\n",
+ " \n",
+ " | 15370 | \n",
+ " 0.133400 | \n",
+ "
\n",
+ " \n",
+ " | 15380 | \n",
+ " 0.083900 | \n",
+ "
\n",
+ " \n",
+ " | 15390 | \n",
+ " 0.058200 | \n",
+ "
\n",
+ " \n",
+ " | 15400 | \n",
+ " 0.096600 | \n",
+ "
\n",
+ " \n",
+ " | 15410 | \n",
+ " 0.037600 | \n",
+ "
\n",
+ " \n",
+ " | 15420 | \n",
+ " 0.001500 | \n",
+ "
\n",
+ " \n",
+ " | 15430 | \n",
+ " 0.000300 | \n",
+ "
\n",
+ " \n",
+ " | 15440 | \n",
+ " 0.013400 | \n",
+ "
\n",
+ " \n",
+ " | 15450 | \n",
+ " 0.131100 | \n",
+ "
\n",
+ " \n",
+ " | 15460 | \n",
+ " 0.219900 | \n",
+ "
\n",
+ " \n",
+ " | 15470 | \n",
+ " 0.000600 | \n",
+ "
\n",
+ " \n",
+ " | 15480 | \n",
+ " 0.000600 | \n",
+ "
\n",
+ " \n",
+ " | 15490 | \n",
+ " 0.063500 | \n",
+ "
\n",
+ " \n",
+ " | 15500 | \n",
+ " 0.000800 | \n",
+ "
\n",
+ " \n",
+ " | 15510 | \n",
+ " 0.001200 | \n",
+ "
\n",
+ " \n",
+ " | 15520 | \n",
+ " 0.195300 | \n",
+ "
\n",
+ " \n",
+ " | 15530 | \n",
+ " 0.022300 | \n",
+ "
\n",
+ " \n",
+ " | 15540 | \n",
+ " 0.156200 | \n",
+ "
\n",
+ " \n",
+ " | 15550 | \n",
+ " 0.003200 | \n",
+ "
\n",
+ " \n",
+ " | 15560 | \n",
+ " 0.376500 | \n",
+ "
\n",
+ " \n",
+ " | 15570 | \n",
+ " 0.155200 | \n",
+ "
\n",
+ " \n",
+ " | 15580 | \n",
+ " 0.002700 | \n",
+ "
\n",
+ " \n",
+ " | 15590 | \n",
+ " 0.217800 | \n",
+ "
\n",
+ " \n",
+ " | 15600 | \n",
+ " 0.042600 | \n",
+ "
\n",
+ " \n",
+ " | 15610 | \n",
+ " 0.002000 | \n",
+ "
\n",
+ " \n",
+ " | 15620 | \n",
+ " 0.094300 | \n",
+ "
\n",
+ " \n",
+ " | 15630 | \n",
+ " 0.178300 | \n",
+ "
\n",
+ " \n",
+ " | 15640 | \n",
+ " 0.104200 | \n",
+ "
\n",
+ " \n",
+ " | 15650 | \n",
+ " 0.051000 | \n",
+ "
\n",
+ " \n",
+ " | 15660 | \n",
+ " 0.004100 | \n",
+ "
\n",
+ " \n",
+ " | 15670 | \n",
+ " 0.030400 | \n",
+ "
\n",
+ " \n",
+ " | 15680 | \n",
+ " 0.004900 | \n",
+ "
\n",
+ " \n",
+ " | 15690 | \n",
+ " 0.201200 | \n",
+ "
\n",
+ " \n",
+ " | 15700 | \n",
+ " 0.001100 | \n",
+ "
\n",
+ " \n",
+ " | 15710 | \n",
+ " 0.004900 | \n",
+ "
\n",
+ " \n",
+ " | 15720 | \n",
+ " 0.001500 | \n",
+ "
\n",
+ " \n",
+ " | 15730 | \n",
+ " 0.001300 | \n",
+ "
\n",
+ " \n",
+ " | 15740 | \n",
+ " 0.282500 | \n",
+ "
\n",
+ " \n",
+ " | 15750 | \n",
+ " 0.188300 | \n",
+ "
\n",
+ " \n",
+ " | 15760 | \n",
+ " 0.001200 | \n",
+ "
\n",
+ " \n",
+ " | 15770 | \n",
+ " 0.129100 | \n",
+ "
\n",
+ " \n",
+ " | 15780 | \n",
+ " 0.107700 | \n",
+ "
\n",
+ " \n",
+ " | 15790 | \n",
+ " 0.004200 | \n",
+ "
\n",
+ " \n",
+ " | 15800 | \n",
+ " 0.071000 | \n",
+ "
\n",
+ " \n",
+ " | 15810 | \n",
+ " 0.000800 | \n",
+ "
\n",
+ " \n",
+ " | 15820 | \n",
+ " 0.067500 | \n",
+ "
\n",
+ " \n",
+ " | 15830 | \n",
+ " 0.003100 | \n",
+ "
\n",
+ " \n",
+ " | 15840 | \n",
+ " 0.000700 | \n",
+ "
\n",
+ " \n",
+ " | 15850 | \n",
+ " 0.026300 | \n",
+ "
\n",
+ " \n",
+ " | 15860 | \n",
+ " 0.179500 | \n",
+ "
\n",
+ " \n",
+ " | 15870 | \n",
+ " 0.127000 | \n",
+ "
\n",
+ " \n",
+ " | 15880 | \n",
+ " 0.001400 | \n",
+ "
\n",
+ " \n",
+ " | 15890 | \n",
+ " 0.002000 | \n",
+ "
\n",
+ " \n",
+ " | 15900 | \n",
+ " 0.002500 | \n",
+ "
\n",
+ " \n",
+ " | 15910 | \n",
+ " 0.073100 | \n",
+ "
\n",
+ " \n",
+ " | 15920 | \n",
+ " 0.077700 | \n",
+ "
\n",
+ " \n",
+ " | 15930 | \n",
+ " 0.000900 | \n",
+ "
\n",
+ " \n",
+ " | 15940 | \n",
+ " 0.075400 | \n",
+ "
\n",
+ " \n",
+ " | 15950 | \n",
+ " 0.023000 | \n",
+ "
\n",
+ " \n",
+ " | 15960 | \n",
+ " 0.002400 | \n",
+ "
\n",
+ " \n",
+ " | 15970 | \n",
+ " 0.000500 | \n",
+ "
\n",
+ " \n",
+ " | 15980 | \n",
+ " 0.066600 | \n",
+ "
\n",
+ " \n",
+ " | 15990 | \n",
+ " 0.092200 | \n",
+ "
\n",
+ " \n",
+ " | 16000 | \n",
+ " 0.071500 | \n",
+ "
\n",
+ " \n",
+ " | 16010 | \n",
+ " 0.101100 | \n",
+ "
\n",
+ " \n",
+ " | 16020 | \n",
+ " 0.034000 | \n",
+ "
\n",
+ " \n",
+ " | 16030 | \n",
+ " 0.051800 | \n",
+ "
\n",
+ " \n",
+ " | 16040 | \n",
+ " 0.000400 | \n",
+ "
\n",
+ " \n",
+ " | 16050 | \n",
+ " 0.000300 | \n",
+ "
\n",
+ " \n",
+ " | 16060 | \n",
+ " 0.003800 | \n",
+ "
\n",
+ " \n",
+ " | 16070 | \n",
+ " 0.098200 | \n",
+ "
\n",
+ " \n",
+ " | 16080 | \n",
+ " 0.318200 | \n",
+ "
\n",
+ " \n",
+ " | 16090 | \n",
+ " 0.001800 | \n",
+ "
\n",
+ " \n",
+ " | 16100 | \n",
+ " 0.092400 | \n",
+ "
\n",
+ " \n",
+ " | 16110 | \n",
+ " 0.095500 | \n",
+ "
\n",
+ " \n",
+ " | 16120 | \n",
+ " 0.004000 | \n",
+ "
\n",
+ " \n",
+ " | 16130 | \n",
+ " 0.001000 | \n",
+ "
\n",
+ " \n",
+ " | 16140 | \n",
+ " 0.070400 | \n",
+ "
\n",
+ " \n",
+ " | 16150 | \n",
+ " 0.000400 | \n",
+ "
\n",
+ " \n",
+ " | 16160 | \n",
+ " 0.000500 | \n",
+ "
\n",
+ " \n",
+ " | 16170 | \n",
+ " 0.000300 | \n",
+ "
\n",
+ " \n",
+ " | 16180 | \n",
+ " 0.097700 | \n",
+ "
\n",
+ " \n",
+ " | 16190 | \n",
+ " 0.039400 | \n",
+ "
\n",
+ " \n",
+ " | 16200 | \n",
+ " 0.250600 | \n",
+ "
\n",
+ " \n",
+ " | 16210 | \n",
+ " 0.072500 | \n",
+ "
\n",
+ " \n",
+ " | 16220 | \n",
+ " 0.080400 | \n",
+ "
\n",
+ " \n",
+ " | 16230 | \n",
+ " 0.093300 | \n",
+ "
\n",
+ " \n",
+ " | 16240 | \n",
+ " 0.080800 | \n",
+ "
\n",
+ " \n",
+ " | 16250 | \n",
+ " 0.071000 | \n",
+ "
\n",
+ " \n",
+ " | 16260 | \n",
+ " 0.001900 | \n",
+ "
\n",
+ " \n",
+ " | 16270 | \n",
+ " 0.107000 | \n",
+ "
\n",
+ " \n",
+ " | 16280 | \n",
+ " 0.091500 | \n",
+ "
\n",
+ " \n",
+ " | 16290 | \n",
+ " 0.164000 | \n",
+ "
\n",
+ " \n",
+ " | 16300 | \n",
+ " 0.233400 | \n",
+ "
\n",
+ " \n",
+ " | 16310 | \n",
+ " 0.001800 | \n",
+ "
\n",
+ " \n",
+ " | 16320 | \n",
+ " 0.115300 | \n",
+ "
\n",
+ " \n",
+ " | 16330 | \n",
+ " 0.002700 | \n",
+ "
\n",
+ " \n",
+ " | 16340 | \n",
+ " 0.033100 | \n",
+ "
\n",
+ " \n",
+ " | 16350 | \n",
+ " 0.001000 | \n",
+ "
\n",
+ " \n",
+ " | 16360 | \n",
+ " 0.116300 | \n",
+ "
\n",
+ " \n",
+ " | 16370 | \n",
+ " 0.231700 | \n",
+ "
\n",
+ " \n",
+ " | 16380 | \n",
+ " 0.167600 | \n",
+ "
\n",
+ " \n",
+ " | 16390 | \n",
+ " 0.165200 | \n",
+ "
\n",
+ " \n",
+ " | 16400 | \n",
+ " 0.032800 | \n",
+ "
\n",
+ " \n",
+ " | 16410 | \n",
+ " 0.002700 | \n",
+ "
\n",
+ " \n",
+ " | 16420 | \n",
+ " 0.126800 | \n",
+ "
\n",
+ " \n",
+ " | 16430 | \n",
+ " 0.109100 | \n",
+ "
\n",
+ " \n",
+ " | 16440 | \n",
+ " 0.049600 | \n",
+ "
\n",
+ " \n",
+ " | 16450 | \n",
+ " 0.154600 | \n",
+ "
\n",
+ " \n",
+ " | 16460 | \n",
+ " 0.050500 | \n",
+ "
\n",
+ " \n",
+ " | 16470 | \n",
+ " 0.140500 | \n",
+ "
\n",
+ " \n",
+ " | 16480 | \n",
+ " 0.097100 | \n",
+ "
\n",
+ " \n",
+ " | 16490 | \n",
+ " 0.134200 | \n",
+ "
\n",
+ " \n",
+ " | 16500 | \n",
+ " 0.000500 | \n",
+ "
\n",
+ " \n",
+ " | 16510 | \n",
+ " 0.002500 | \n",
+ "
\n",
+ " \n",
+ " | 16520 | \n",
+ " 0.312800 | \n",
+ "
\n",
+ " \n",
+ " | 16530 | \n",
+ " 0.000500 | \n",
+ "
\n",
+ " \n",
+ " | 16540 | \n",
+ " 0.000400 | \n",
+ "
\n",
+ " \n",
+ " | 16550 | \n",
+ " 0.000500 | \n",
+ "
\n",
+ " \n",
+ " | 16560 | \n",
+ " 0.087800 | \n",
+ "
\n",
+ " \n",
+ " | 16570 | \n",
+ " 0.194000 | \n",
+ "
\n",
+ " \n",
+ " | 16580 | \n",
+ " 0.149200 | \n",
+ "
\n",
+ " \n",
+ " | 16590 | \n",
+ " 0.000900 | \n",
+ "
\n",
+ " \n",
+ " | 16600 | \n",
+ " 0.074800 | \n",
+ "
\n",
+ " \n",
+ " | 16610 | \n",
+ " 0.108700 | \n",
+ "
\n",
+ " \n",
+ " | 16620 | \n",
+ " 0.012800 | \n",
+ "
\n",
+ " \n",
+ " | 16630 | \n",
+ " 0.175500 | \n",
+ "
\n",
+ " \n",
+ " | 16640 | \n",
+ " 0.106300 | \n",
+ "
\n",
+ " \n",
+ " | 16650 | \n",
+ " 0.056800 | \n",
+ "
\n",
+ " \n",
+ " | 16660 | \n",
+ " 0.110500 | \n",
+ "
\n",
+ " \n",
+ " | 16670 | \n",
+ " 0.097800 | \n",
+ "
\n",
+ " \n",
+ " | 16680 | \n",
+ " 0.123700 | \n",
+ "
\n",
+ " \n",
+ " | 16690 | \n",
+ " 0.144800 | \n",
+ "
\n",
+ " \n",
+ " | 16700 | \n",
+ " 0.111400 | \n",
+ "
\n",
+ " \n",
+ " | 16710 | \n",
+ " 0.003000 | \n",
+ "
\n",
+ " \n",
+ " | 16720 | \n",
+ " 0.116300 | \n",
+ "
\n",
+ " \n",
+ " | 16730 | \n",
+ " 0.062000 | \n",
+ "
\n",
+ " \n",
+ " | 16740 | \n",
+ " 0.049700 | \n",
+ "
\n",
+ " \n",
+ " | 16750 | \n",
+ " 0.094000 | \n",
+ "
\n",
+ " \n",
+ " | 16760 | \n",
+ " 0.107600 | \n",
+ "
\n",
+ " \n",
+ " | 16770 | \n",
+ " 0.002700 | \n",
+ "
\n",
+ " \n",
+ " | 16780 | \n",
+ " 0.004200 | \n",
+ "
\n",
+ " \n",
+ " | 16790 | \n",
+ " 0.002700 | \n",
+ "
\n",
+ " \n",
+ " | 16800 | \n",
+ " 0.000900 | \n",
+ "
\n",
+ " \n",
+ " | 16810 | \n",
+ " 0.020700 | \n",
+ "
\n",
+ " \n",
+ " | 16820 | \n",
+ " 0.000600 | \n",
+ "
\n",
+ " \n",
+ " | 16830 | \n",
+ " 0.138200 | \n",
+ "
\n",
+ " \n",
+ " | 16840 | \n",
+ " 0.000500 | \n",
+ "
\n",
+ " \n",
+ " | 16850 | \n",
+ " 0.001000 | \n",
+ "
\n",
+ " \n",
+ " | 16860 | \n",
+ " 0.104000 | \n",
+ "
\n",
+ " \n",
+ " | 16870 | \n",
+ " 0.000500 | \n",
+ "
\n",
+ " \n",
+ " | 16880 | \n",
+ " 0.000400 | \n",
+ "
\n",
+ " \n",
+ " | 16890 | \n",
+ " 0.000400 | \n",
+ "
\n",
+ " \n",
+ " | 16900 | \n",
+ " 0.100900 | \n",
+ "
\n",
+ " \n",
+ " | 16910 | \n",
+ " 0.177500 | \n",
+ "
\n",
+ " \n",
+ " | 16920 | \n",
+ " 0.061200 | \n",
+ "
\n",
+ " \n",
+ " | 16930 | \n",
+ " 0.072200 | \n",
+ "
\n",
+ " \n",
+ " | 16940 | \n",
+ " 0.048900 | \n",
+ "
\n",
+ " \n",
+ " | 16950 | \n",
+ " 0.001900 | \n",
+ "
\n",
+ " \n",
+ " | 16960 | \n",
+ " 0.052700 | \n",
+ "
\n",
+ " \n",
+ " | 16970 | \n",
+ " 0.028600 | \n",
+ "
\n",
+ " \n",
+ " | 16980 | \n",
+ " 0.036800 | \n",
+ "
\n",
+ " \n",
+ " | 16990 | \n",
+ " 0.166900 | \n",
+ "
\n",
+ " \n",
+ " | 17000 | \n",
+ " 0.085900 | \n",
+ "
\n",
+ " \n",
+ " | 17010 | \n",
+ " 0.002100 | \n",
+ "
\n",
+ " \n",
+ " | 17020 | \n",
+ " 0.081600 | \n",
+ "
\n",
+ " \n",
+ " | 17030 | \n",
+ " 0.034300 | \n",
+ "
\n",
+ " \n",
+ " | 17040 | \n",
+ " 0.000900 | \n",
+ "
\n",
+ " \n",
+ " | 17050 | \n",
+ " 0.179500 | \n",
+ "
\n",
+ " \n",
+ " | 17060 | \n",
+ " 0.166700 | \n",
+ "
\n",
+ " \n",
+ " | 17070 | \n",
+ " 0.003500 | \n",
+ "
\n",
+ " \n",
+ " | 17080 | \n",
+ " 0.003900 | \n",
+ "
\n",
+ " \n",
+ " | 17090 | \n",
+ " 0.107500 | \n",
+ "
\n",
+ " \n",
+ " | 17100 | \n",
+ " 0.091300 | \n",
+ "
\n",
+ " \n",
+ " | 17110 | \n",
+ " 0.055200 | \n",
+ "
\n",
+ " \n",
+ " | 17120 | \n",
+ " 0.048200 | \n",
+ "
\n",
+ " \n",
+ " | 17130 | \n",
+ " 0.013000 | \n",
+ "
\n",
+ " \n",
+ " | 17140 | \n",
+ " 0.113100 | \n",
+ "
\n",
+ " \n",
+ " | 17150 | \n",
+ " 0.001000 | \n",
+ "
\n",
+ " \n",
+ " | 17160 | \n",
+ " 0.000800 | \n",
+ "
\n",
+ " \n",
+ " | 17170 | \n",
+ " 0.091100 | \n",
+ "
\n",
+ " \n",
+ " | 17180 | \n",
+ " 0.001200 | \n",
+ "
\n",
+ " \n",
+ " | 17190 | \n",
+ " 0.033600 | \n",
+ "
\n",
+ " \n",
+ " | 17200 | \n",
+ " 0.049400 | \n",
+ "
\n",
+ " \n",
+ " | 17210 | \n",
+ " 0.203900 | \n",
+ "
\n",
+ " \n",
+ " | 17220 | \n",
+ " 0.148300 | \n",
+ "
\n",
+ " \n",
+ " | 17230 | \n",
+ " 0.071500 | \n",
+ "
\n",
+ " \n",
+ " | 17240 | \n",
+ " 0.001200 | \n",
+ "
\n",
+ " \n",
+ " | 17250 | \n",
+ " 0.003800 | \n",
+ "
\n",
+ " \n",
+ " | 17260 | \n",
+ " 0.000900 | \n",
+ "
\n",
+ " \n",
+ " | 17270 | \n",
+ " 0.000400 | \n",
+ "
\n",
+ " \n",
+ " | 17280 | \n",
+ " 0.307100 | \n",
+ "
\n",
+ " \n",
+ " | 17290 | \n",
+ " 0.001400 | \n",
+ "
\n",
+ " \n",
+ " | 17300 | \n",
+ " 0.000600 | \n",
+ "
\n",
+ " \n",
+ " | 17310 | \n",
+ " 0.090000 | \n",
+ "
\n",
+ " \n",
+ " | 17320 | \n",
+ " 0.006200 | \n",
+ "
\n",
+ " \n",
+ " | 17330 | \n",
+ " 0.115100 | \n",
+ "
\n",
+ " \n",
+ " | 17340 | \n",
+ " 0.344900 | \n",
+ "
\n",
+ " \n",
+ " | 17350 | \n",
+ " 0.090200 | \n",
+ "
\n",
+ " \n",
+ " | 17360 | \n",
+ " 0.066600 | \n",
+ "
\n",
+ " \n",
+ " | 17370 | \n",
+ " 0.079400 | \n",
+ "
\n",
+ " \n",
+ " | 17380 | \n",
+ " 0.002200 | \n",
+ "
\n",
+ " \n",
+ " | 17390 | \n",
+ " 0.028000 | \n",
+ "
\n",
+ " \n",
+ " | 17400 | \n",
+ " 0.036800 | \n",
+ "
\n",
+ " \n",
+ " | 17410 | \n",
+ " 0.001800 | \n",
+ "
\n",
+ " \n",
+ " | 17420 | \n",
+ " 0.000700 | \n",
+ "
\n",
+ " \n",
+ " | 17430 | \n",
+ " 0.000700 | \n",
+ "
\n",
+ " \n",
+ " | 17440 | \n",
+ " 0.086400 | \n",
+ "
\n",
+ " \n",
+ " | 17450 | \n",
+ " 0.005000 | \n",
+ "
\n",
+ " \n",
+ " | 17460 | \n",
+ " 0.058700 | \n",
+ "
\n",
+ " \n",
+ " | 17470 | \n",
+ " 0.100300 | \n",
+ "
\n",
+ " \n",
+ " | 17480 | \n",
+ " 0.024300 | \n",
+ "
\n",
+ " \n",
+ " | 17490 | \n",
+ " 0.001000 | \n",
+ "
\n",
+ " \n",
+ " | 17500 | \n",
+ " 0.001500 | \n",
+ "
\n",
+ " \n",
+ " | 17510 | \n",
+ " 0.000600 | \n",
+ "
\n",
+ " \n",
+ " | 17520 | \n",
+ " 0.000400 | \n",
+ "
\n",
+ " \n",
+ " | 17530 | \n",
+ " 0.000400 | \n",
+ "
\n",
+ " \n",
+ " | 17540 | \n",
+ " 0.238700 | \n",
+ "
\n",
+ " \n",
+ " | 17550 | \n",
+ " 0.001200 | \n",
+ "
\n",
+ " \n",
+ " | 17560 | \n",
+ " 0.000600 | \n",
+ "
\n",
+ " \n",
+ " | 17570 | \n",
+ " 0.000400 | \n",
+ "
\n",
+ " \n",
+ " | 17580 | \n",
+ " 0.023000 | \n",
+ "
\n",
+ " \n",
+ " | 17590 | \n",
+ " 0.000300 | \n",
+ "
\n",
+ " \n",
+ " | 17600 | \n",
+ " 0.242800 | \n",
+ "
\n",
+ " \n",
+ " | 17610 | \n",
+ " 0.001300 | \n",
+ "
\n",
+ " \n",
+ " | 17620 | \n",
+ " 0.031600 | \n",
+ "
\n",
+ " \n",
+ " | 17630 | \n",
+ " 0.026800 | \n",
+ "
\n",
+ " \n",
+ " | 17640 | \n",
+ " 0.121800 | \n",
+ "
\n",
+ " \n",
+ " | 17650 | \n",
+ " 0.070700 | \n",
+ "
\n",
+ " \n",
+ " | 17660 | \n",
+ " 0.102400 | \n",
+ "
\n",
+ " \n",
+ " | 17670 | \n",
+ " 0.111100 | \n",
+ "
\n",
+ " \n",
+ " | 17680 | \n",
+ " 0.058800 | \n",
+ "
\n",
+ " \n",
+ " | 17690 | \n",
+ " 0.065600 | \n",
+ "
\n",
+ " \n",
+ " | 17700 | \n",
+ " 0.001000 | \n",
+ "
\n",
+ " \n",
+ " | 17710 | \n",
+ " 0.000300 | \n",
+ "
\n",
+ " \n",
+ " | 17720 | \n",
+ " 0.000300 | \n",
+ "
\n",
+ " \n",
+ " | 17730 | \n",
+ " 0.002500 | \n",
+ "
\n",
+ " \n",
+ " | 17740 | \n",
+ " 0.087200 | \n",
+ "
\n",
+ " \n",
+ " | 17750 | \n",
+ " 0.000500 | \n",
+ "
\n",
+ " \n",
+ " | 17760 | \n",
+ " 0.000700 | \n",
+ "
\n",
+ " \n",
+ " | 17770 | \n",
+ " 0.131200 | \n",
+ "
\n",
+ " \n",
+ " | 17780 | \n",
+ " 0.000500 | \n",
+ "
\n",
+ " \n",
+ " | 17790 | \n",
+ " 0.240900 | \n",
+ "
\n",
+ " \n",
+ " | 17800 | \n",
+ " 0.098700 | \n",
+ "
\n",
+ " \n",
+ " | 17810 | \n",
+ " 0.000700 | \n",
+ "
\n",
+ " \n",
+ " | 17820 | \n",
+ " 0.100300 | \n",
+ "
\n",
+ " \n",
+ " | 17830 | \n",
+ " 0.139000 | \n",
+ "
\n",
+ " \n",
+ " | 17840 | \n",
+ " 0.006200 | \n",
+ "
\n",
+ " \n",
+ " | 17850 | \n",
+ " 0.196300 | \n",
+ "
\n",
+ " \n",
+ " | 17860 | \n",
+ " 0.202400 | \n",
+ "
\n",
+ " \n",
+ " | 17870 | \n",
+ " 0.067400 | \n",
+ "
\n",
+ " \n",
+ " | 17880 | \n",
+ " 0.025200 | \n",
+ "
\n",
+ " \n",
+ " | 17890 | \n",
+ " 0.002100 | \n",
+ "
\n",
+ " \n",
+ " | 17900 | \n",
+ " 0.094900 | \n",
+ "
\n",
+ " \n",
+ " | 17910 | \n",
+ " 0.114600 | \n",
+ "
\n",
+ " \n",
+ " | 17920 | \n",
+ " 0.058400 | \n",
+ "
\n",
+ " \n",
+ " | 17930 | \n",
+ " 0.047500 | \n",
+ "
\n",
+ " \n",
+ " | 17940 | \n",
+ " 0.011500 | \n",
+ "
\n",
+ " \n",
+ " | 17950 | \n",
+ " 0.148500 | \n",
+ "
\n",
+ " \n",
+ " | 17960 | \n",
+ " 0.154300 | \n",
+ "
\n",
+ " \n",
+ " | 17970 | \n",
+ " 0.138900 | \n",
+ "
\n",
+ " \n",
+ " | 17980 | \n",
+ " 0.222200 | \n",
+ "
\n",
+ " \n",
+ " | 17990 | \n",
+ " 0.005800 | \n",
+ "
\n",
+ " \n",
+ " | 18000 | \n",
+ " 0.068700 | \n",
+ "
\n",
+ " \n",
+ " | 18010 | \n",
+ " 0.144500 | \n",
+ "
\n",
+ " \n",
+ " | 18020 | \n",
+ " 0.003200 | \n",
+ "
\n",
+ " \n",
+ " | 18030 | \n",
+ " 0.073300 | \n",
+ "
\n",
+ " \n",
+ " | 18040 | \n",
+ " 0.103200 | \n",
+ "
\n",
+ " \n",
+ " | 18050 | \n",
+ " 0.105500 | \n",
+ "
\n",
+ " \n",
+ " | 18060 | \n",
+ " 0.002200 | \n",
+ "
\n",
+ " \n",
+ " | 18070 | \n",
+ " 0.029500 | \n",
+ "
\n",
+ " \n",
+ " | 18080 | \n",
+ " 0.044300 | \n",
+ "
\n",
+ " \n",
+ " | 18090 | \n",
+ " 0.122000 | \n",
+ "
\n",
+ " \n",
+ " | 18100 | \n",
+ " 0.052500 | \n",
+ "
\n",
+ " \n",
+ " | 18110 | \n",
+ " 0.085200 | \n",
+ "
\n",
+ " \n",
+ " | 18120 | \n",
+ " 0.098000 | \n",
+ "
\n",
+ " \n",
+ " | 18130 | \n",
+ " 0.071300 | \n",
+ "
\n",
+ " \n",
+ " | 18140 | \n",
+ " 0.001800 | \n",
+ "
\n",
+ " \n",
+ " | 18150 | \n",
+ " 0.104100 | \n",
+ "
\n",
+ " \n",
+ " | 18160 | \n",
+ " 0.040100 | \n",
+ "
\n",
+ " \n",
+ " | 18170 | \n",
+ " 0.064800 | \n",
+ "
\n",
+ " \n",
+ " | 18180 | \n",
+ " 0.110500 | \n",
+ "
\n",
+ " \n",
+ " | 18190 | \n",
+ " 0.003800 | \n",
+ "
\n",
+ " \n",
+ " | 18200 | \n",
+ " 0.168200 | \n",
+ "
\n",
+ " \n",
+ " | 18210 | \n",
+ " 0.001300 | \n",
+ "
\n",
+ " \n",
+ " | 18220 | \n",
+ " 0.090800 | \n",
+ "
\n",
+ " \n",
+ " | 18230 | \n",
+ " 0.000800 | \n",
+ "
\n",
+ " \n",
+ " | 18240 | \n",
+ " 0.142600 | \n",
+ "
\n",
+ " \n",
+ " | 18250 | \n",
+ " 0.001300 | \n",
+ "
\n",
+ " \n",
+ " | 18260 | \n",
+ " 0.179600 | \n",
+ "
\n",
+ " \n",
+ " | 18270 | \n",
+ " 0.189800 | \n",
+ "
\n",
+ " \n",
+ " | 18280 | \n",
+ " 0.067300 | \n",
+ "
\n",
+ " \n",
+ " | 18290 | \n",
+ " 0.002400 | \n",
+ "
\n",
+ " \n",
+ " | 18300 | \n",
+ " 0.127200 | \n",
+ "
\n",
+ " \n",
+ " | 18310 | \n",
+ " 0.047200 | \n",
+ "
\n",
+ " \n",
+ " | 18320 | \n",
+ " 0.103100 | \n",
+ "
\n",
+ " \n",
+ " | 18330 | \n",
+ " 0.002500 | \n",
+ "
\n",
+ " \n",
+ " | 18340 | \n",
+ " 0.001200 | \n",
+ "
\n",
+ " \n",
+ " | 18350 | \n",
+ " 0.001500 | \n",
+ "
\n",
+ " \n",
+ " | 18360 | \n",
+ " 0.000600 | \n",
+ "
\n",
+ " \n",
+ " | 18370 | \n",
+ " 0.001400 | \n",
+ "
\n",
+ " \n",
+ " | 18380 | \n",
+ " 0.000600 | \n",
+ "
\n",
+ " \n",
+ " | 18390 | \n",
+ " 0.180500 | \n",
+ "
\n",
+ " \n",
+ " | 18400 | \n",
+ " 0.000800 | \n",
+ "
\n",
+ " \n",
+ " | 18410 | \n",
+ " 0.000700 | \n",
+ "
\n",
+ " \n",
+ " | 18420 | \n",
+ " 0.053500 | \n",
+ "
\n",
+ " \n",
+ " | 18430 | \n",
+ " 0.003100 | \n",
+ "
\n",
+ " \n",
+ " | 18440 | \n",
+ " 0.002700 | \n",
+ "
\n",
+ " \n",
+ " | 18450 | \n",
+ " 0.279300 | \n",
+ "
\n",
+ " \n",
+ " | 18460 | \n",
+ " 0.066600 | \n",
+ "
\n",
+ " \n",
+ " | 18470 | \n",
+ " 0.074400 | \n",
+ "
\n",
+ " \n",
+ " | 18480 | \n",
+ " 0.001200 | \n",
+ "
\n",
+ " \n",
+ " | 18490 | \n",
+ " 0.054800 | \n",
+ "
\n",
+ " \n",
+ " | 18500 | \n",
+ " 0.062700 | \n",
+ "
\n",
+ " \n",
+ " | 18510 | \n",
+ " 0.000600 | \n",
+ "
\n",
+ " \n",
+ " | 18520 | \n",
+ " 0.171500 | \n",
+ "
\n",
+ " \n",
+ " | 18530 | \n",
+ " 0.318300 | \n",
+ "
\n",
+ " \n",
+ " | 18540 | \n",
+ " 0.115200 | \n",
+ "
\n",
+ " \n",
+ " | 18550 | \n",
+ " 0.002800 | \n",
+ "
\n",
+ " \n",
+ " | 18560 | \n",
+ " 0.058000 | \n",
+ "
\n",
+ " \n",
+ " | 18570 | \n",
+ " 0.120400 | \n",
+ "
\n",
+ " \n",
+ " | 18580 | \n",
+ " 0.081100 | \n",
+ "
\n",
+ " \n",
+ " | 18590 | \n",
+ " 0.077200 | \n",
+ "
\n",
+ " \n",
+ " | 18600 | \n",
+ " 0.054200 | \n",
+ "
\n",
+ " \n",
+ " | 18610 | \n",
+ " 0.000800 | \n",
+ "
\n",
+ " \n",
+ " | 18620 | \n",
+ " 0.004100 | \n",
+ "
\n",
+ " \n",
+ " | 18630 | \n",
+ " 0.000700 | \n",
+ "
\n",
+ " \n",
+ " | 18640 | \n",
+ " 0.163000 | \n",
+ "
\n",
+ " \n",
+ " | 18650 | \n",
+ " 0.000700 | \n",
+ "
\n",
+ " \n",
+ " | 18660 | \n",
+ " 0.001300 | \n",
+ "
\n",
+ " \n",
+ " | 18670 | \n",
+ " 0.002200 | \n",
+ "
\n",
+ " \n",
+ " | 18680 | \n",
+ " 0.000500 | \n",
+ "
\n",
+ " \n",
+ " | 18690 | \n",
+ " 0.000800 | \n",
+ "
\n",
+ " \n",
+ " | 18700 | \n",
+ " 0.156600 | \n",
+ "
\n",
+ " \n",
+ " | 18710 | \n",
+ " 0.094800 | \n",
+ "
\n",
+ " \n",
+ " | 18720 | \n",
+ " 0.163900 | \n",
+ "
\n",
+ " \n",
+ " | 18730 | \n",
+ " 0.237900 | \n",
+ "
\n",
+ " \n",
+ " | 18740 | \n",
+ " 0.001200 | \n",
+ "
\n",
+ " \n",
+ " | 18750 | \n",
+ " 0.130600 | \n",
+ "
\n",
+ " \n",
+ " | 18760 | \n",
+ " 0.001100 | \n",
+ "
\n",
+ " \n",
+ " | 18770 | \n",
+ " 0.206200 | \n",
+ "
\n",
+ " \n",
+ " | 18780 | \n",
+ " 0.056500 | \n",
+ "
\n",
+ " \n",
+ " | 18790 | \n",
+ " 0.025300 | \n",
+ "
\n",
+ " \n",
+ " | 18800 | \n",
+ " 0.036500 | \n",
+ "
\n",
+ " \n",
+ " | 18810 | \n",
+ " 0.160600 | \n",
+ "
\n",
+ " \n",
+ " | 18820 | \n",
+ " 0.147300 | \n",
+ "
\n",
+ " \n",
+ " | 18830 | \n",
+ " 0.003500 | \n",
+ "
\n",
+ " \n",
+ " | 18840 | \n",
+ " 0.024600 | \n",
+ "
\n",
+ " \n",
+ " | 18850 | \n",
+ " 0.060300 | \n",
+ "
\n",
+ " \n",
+ " | 18860 | \n",
+ " 0.000600 | \n",
+ "
\n",
+ " \n",
+ " | 18870 | \n",
+ " 0.135500 | \n",
+ "
\n",
+ " \n",
+ " | 18880 | \n",
+ " 0.001700 | \n",
+ "
\n",
+ " \n",
+ " | 18890 | \n",
+ " 0.056100 | \n",
+ "
\n",
+ " \n",
+ " | 18900 | \n",
+ " 0.046100 | \n",
+ "
\n",
+ " \n",
+ " | 18910 | \n",
+ " 0.260800 | \n",
+ "
\n",
+ " \n",
+ " | 18920 | \n",
+ " 0.126900 | \n",
+ "
\n",
+ " \n",
+ " | 18930 | \n",
+ " 0.068300 | \n",
+ "
\n",
+ " \n",
+ " | 18940 | \n",
+ " 0.001300 | \n",
+ "
\n",
+ " \n",
+ " | 18950 | \n",
+ " 0.142800 | \n",
+ "
\n",
+ " \n",
+ " | 18960 | \n",
+ " 0.088200 | \n",
+ "
\n",
+ " \n",
+ " | 18970 | \n",
+ " 0.043400 | \n",
+ "
\n",
+ " \n",
+ " | 18980 | \n",
+ " 0.001100 | \n",
+ "
\n",
+ " \n",
+ " | 18990 | \n",
+ " 0.001100 | \n",
+ "
\n",
+ " \n",
+ " | 19000 | \n",
+ " 0.161200 | \n",
+ "
\n",
+ " \n",
+ " | 19010 | \n",
+ " 0.100900 | \n",
+ "
\n",
+ " \n",
+ " | 19020 | \n",
+ " 0.130600 | \n",
+ "
\n",
+ " \n",
+ " | 19030 | \n",
+ " 0.000500 | \n",
+ "
\n",
+ " \n",
+ " | 19040 | \n",
+ " 0.311900 | \n",
+ "
\n",
+ " \n",
+ " | 19050 | \n",
+ " 0.053300 | \n",
+ "
\n",
+ " \n",
+ " | 19060 | \n",
+ " 0.079800 | \n",
+ "
\n",
+ " \n",
+ " | 19070 | \n",
+ " 0.001400 | \n",
+ "
\n",
+ " \n",
+ " | 19080 | \n",
+ " 0.222200 | \n",
+ "
\n",
+ " \n",
+ " | 19090 | \n",
+ " 0.012200 | \n",
+ "
\n",
+ " \n",
+ " | 19100 | \n",
+ " 0.029100 | \n",
+ "
\n",
+ " \n",
+ " | 19110 | \n",
+ " 0.086700 | \n",
+ "
\n",
+ " \n",
+ " | 19120 | \n",
+ " 0.002800 | \n",
+ "
\n",
+ " \n",
+ " | 19130 | \n",
+ " 0.042200 | \n",
+ "
\n",
+ " \n",
+ " | 19140 | \n",
+ " 0.084600 | \n",
+ "
\n",
+ " \n",
+ " | 19150 | \n",
+ " 0.015400 | \n",
+ "
\n",
+ " \n",
+ " | 19160 | \n",
+ " 0.000800 | \n",
+ "
\n",
+ " \n",
+ " | 19170 | \n",
+ " 0.077200 | \n",
+ "
\n",
+ " \n",
+ " | 19180 | \n",
+ " 0.132600 | \n",
+ "
\n",
+ " \n",
+ " | 19190 | \n",
+ " 0.000900 | \n",
+ "
\n",
+ " \n",
+ " | 19200 | \n",
+ " 0.025000 | \n",
+ "
\n",
+ " \n",
+ " | 19210 | \n",
+ " 0.001400 | \n",
+ "
\n",
+ " \n",
+ " | 19220 | \n",
+ " 0.106200 | \n",
+ "
\n",
+ " \n",
+ " | 19230 | \n",
+ " 0.000300 | \n",
+ "
\n",
+ " \n",
+ " | 19240 | \n",
+ " 0.095100 | \n",
+ "
\n",
+ " \n",
+ " | 19250 | \n",
+ " 0.157800 | \n",
+ "
\n",
+ " \n",
+ " | 19260 | \n",
+ " 0.041500 | \n",
+ "
\n",
+ " \n",
+ " | 19270 | \n",
+ " 0.001600 | \n",
+ "
\n",
+ " \n",
+ " | 19280 | \n",
+ " 0.208800 | \n",
+ "
\n",
+ " \n",
+ " | 19290 | \n",
+ " 0.063800 | \n",
+ "
\n",
+ " \n",
+ " | 19300 | \n",
+ " 0.087000 | \n",
+ "
\n",
+ " \n",
+ " | 19310 | \n",
+ " 0.002000 | \n",
+ "
\n",
+ " \n",
+ " | 19320 | \n",
+ " 0.111900 | \n",
+ "
\n",
+ " \n",
+ " | 19330 | \n",
+ " 0.002000 | \n",
+ "
\n",
+ " \n",
+ " | 19340 | \n",
+ " 0.126600 | \n",
+ "
\n",
+ " \n",
+ " | 19350 | \n",
+ " 0.147300 | \n",
+ "
\n",
+ " \n",
+ " | 19360 | \n",
+ " 0.001400 | \n",
+ "
\n",
+ " \n",
+ " | 19370 | \n",
+ " 0.003400 | \n",
+ "
\n",
+ " \n",
+ " | 19380 | \n",
+ " 0.055600 | \n",
+ "
\n",
+ " \n",
+ " | 19390 | \n",
+ " 0.109000 | \n",
+ "
\n",
+ " \n",
+ " | 19400 | \n",
+ " 0.194800 | \n",
+ "
\n",
+ " \n",
+ " | 19410 | \n",
+ " 0.072300 | \n",
+ "
\n",
+ " \n",
+ " | 19420 | \n",
+ " 0.230200 | \n",
+ "
\n",
+ " \n",
+ " | 19430 | \n",
+ " 0.002000 | \n",
+ "
\n",
+ " \n",
+ " | 19440 | \n",
+ " 0.000900 | \n",
+ "
\n",
+ " \n",
+ " | 19450 | \n",
+ " 0.180700 | \n",
+ "
\n",
+ " \n",
+ " | 19460 | \n",
+ " 0.132200 | \n",
+ "
\n",
+ " \n",
+ " | 19470 | \n",
+ " 0.108400 | \n",
+ "
\n",
+ " \n",
+ " | 19480 | \n",
+ " 0.036800 | \n",
+ "
\n",
+ " \n",
+ " | 19490 | \n",
+ " 0.280900 | \n",
+ "
\n",
+ " \n",
+ " | 19500 | \n",
+ " 0.078800 | \n",
+ "
\n",
+ " \n",
+ " | 19510 | \n",
+ " 0.004600 | \n",
+ "
\n",
+ " \n",
+ " | 19520 | \n",
+ " 0.134700 | \n",
+ "
\n",
+ " \n",
+ " | 19530 | \n",
+ " 0.088600 | \n",
+ "
\n",
+ " \n",
+ " | 19540 | \n",
+ " 0.060600 | \n",
+ "
\n",
+ " \n",
+ " | 19550 | \n",
+ " 0.050600 | \n",
+ "
\n",
+ " \n",
+ " | 19560 | \n",
+ " 0.036100 | \n",
+ "
\n",
+ " \n",
+ " | 19570 | \n",
+ " 0.222000 | \n",
+ "
\n",
+ " \n",
+ " | 19580 | \n",
+ " 0.001600 | \n",
+ "
\n",
+ " \n",
+ " | 19590 | \n",
+ " 0.139300 | \n",
+ "
\n",
+ " \n",
+ " | 19600 | \n",
+ " 0.031000 | \n",
+ "
\n",
+ " \n",
+ " | 19610 | \n",
+ " 0.040200 | \n",
+ "
\n",
+ " \n",
+ " | 19620 | \n",
+ " 0.149700 | \n",
+ "
\n",
+ " \n",
+ " | 19630 | \n",
+ " 0.036300 | \n",
+ "
\n",
+ " \n",
+ " | 19640 | \n",
+ " 0.004100 | \n",
+ "
\n",
+ " \n",
+ " | 19650 | \n",
+ " 0.024500 | \n",
+ "
\n",
+ " \n",
+ " | 19660 | \n",
+ " 0.000400 | \n",
+ "
\n",
+ " \n",
+ " | 19670 | \n",
+ " 0.077400 | \n",
+ "
\n",
+ " \n",
+ " | 19680 | \n",
+ " 0.000200 | \n",
+ "
\n",
+ " \n",
+ " | 19690 | \n",
+ " 0.263400 | \n",
+ "
\n",
+ " \n",
+ " | 19700 | \n",
+ " 0.000500 | \n",
+ "
\n",
+ " \n",
+ " | 19710 | \n",
+ " 0.024300 | \n",
+ "
\n",
+ " \n",
+ " | 19720 | \n",
+ " 0.002600 | \n",
+ "
\n",
+ " \n",
+ " | 19730 | \n",
+ " 0.125200 | \n",
+ "
\n",
+ " \n",
+ " | 19740 | \n",
+ " 0.084600 | \n",
+ "
\n",
+ " \n",
+ " | 19750 | \n",
+ " 0.097100 | \n",
+ "
\n",
+ " \n",
+ " | 19760 | \n",
+ " 0.017000 | \n",
+ "
\n",
+ " \n",
+ " | 19770 | \n",
+ " 0.107400 | \n",
+ "
\n",
+ " \n",
+ " | 19780 | \n",
+ " 0.028400 | \n",
+ "
\n",
+ " \n",
+ " | 19790 | \n",
+ " 0.033000 | \n",
+ "
\n",
+ " \n",
+ " | 19800 | \n",
+ " 0.064600 | \n",
+ "
\n",
+ " \n",
+ " | 19810 | \n",
+ " 0.079200 | \n",
+ "
\n",
+ " \n",
+ " | 19820 | \n",
+ " 0.060000 | \n",
+ "
\n",
+ " \n",
+ " | 19830 | \n",
+ " 0.043000 | \n",
+ "
\n",
+ " \n",
+ " | 19840 | \n",
+ " 0.157800 | \n",
+ "
\n",
+ " \n",
+ " | 19850 | \n",
+ " 0.001100 | \n",
+ "
\n",
+ " \n",
+ " | 19860 | \n",
+ " 0.001800 | \n",
+ "
\n",
+ " \n",
+ " | 19870 | \n",
+ " 0.067500 | \n",
+ "
\n",
+ " \n",
+ " | 19880 | \n",
+ " 0.071100 | \n",
+ "
\n",
+ " \n",
+ " | 19890 | \n",
+ " 0.041400 | \n",
+ "
\n",
+ " \n",
+ " | 19900 | \n",
+ " 0.000400 | \n",
+ "
\n",
+ " \n",
+ " | 19910 | \n",
+ " 0.109900 | \n",
+ "
\n",
+ " \n",
+ " | 19920 | \n",
+ " 0.001500 | \n",
+ "
\n",
+ " \n",
+ " | 19930 | \n",
+ " 0.000700 | \n",
+ "
\n",
+ " \n",
+ " | 19940 | \n",
+ " 0.038100 | \n",
+ "
\n",
+ " \n",
+ " | 19950 | \n",
+ " 0.000500 | \n",
+ "
\n",
+ " \n",
+ " | 19960 | \n",
+ " 0.197600 | \n",
+ "
\n",
+ " \n",
+ " | 19970 | \n",
+ " 0.001300 | \n",
+ "
\n",
+ " \n",
+ " | 19980 | \n",
+ " 0.000700 | \n",
+ "
\n",
+ " \n",
+ " | 19990 | \n",
+ " 0.074600 | \n",
+ "
\n",
+ " \n",
+ " | 20000 | \n",
+ " 0.105500 | \n",
+ "
\n",
+ " \n",
+ " | 20010 | \n",
+ " 0.001100 | \n",
+ "
\n",
+ " \n",
+ " | 20020 | \n",
+ " 0.059500 | \n",
+ "
\n",
+ " \n",
+ " | 20030 | \n",
+ " 0.002900 | \n",
+ "
\n",
+ " \n",
+ " | 20040 | \n",
+ " 0.138300 | \n",
+ "
\n",
+ " \n",
+ " | 20050 | \n",
+ " 0.021200 | \n",
+ "
\n",
+ " \n",
+ " | 20060 | \n",
+ " 0.067400 | \n",
+ "
\n",
+ " \n",
+ " | 20070 | \n",
+ " 0.140600 | \n",
+ "
\n",
+ " \n",
+ " | 20080 | \n",
+ " 0.002300 | \n",
+ "
\n",
+ " \n",
+ " | 20090 | \n",
+ " 0.101800 | \n",
+ "
\n",
+ " \n",
+ " | 20100 | \n",
+ " 0.133500 | \n",
+ "
\n",
+ " \n",
+ " | 20110 | \n",
+ " 0.035700 | \n",
+ "
\n",
+ " \n",
+ " | 20120 | \n",
+ " 0.001700 | \n",
+ "
\n",
+ " \n",
+ " | 20130 | \n",
+ " 0.248400 | \n",
+ "
\n",
+ " \n",
+ " | 20140 | \n",
+ " 0.001300 | \n",
+ "
\n",
+ " \n",
+ " | 20150 | \n",
+ " 0.036500 | \n",
+ "
\n",
+ " \n",
+ " | 20160 | \n",
+ " 0.002400 | \n",
+ "
\n",
+ " \n",
+ " | 20170 | \n",
+ " 0.087900 | \n",
+ "
\n",
+ " \n",
+ " | 20180 | \n",
+ " 0.001300 | \n",
+ "
\n",
+ " \n",
+ " | 20190 | \n",
+ " 0.002300 | \n",
+ "
\n",
+ " \n",
+ " | 20200 | \n",
+ " 0.152500 | \n",
+ "
\n",
+ " \n",
+ " | 20210 | \n",
+ " 0.160500 | \n",
+ "
\n",
+ " \n",
+ " | 20220 | \n",
+ " 0.004800 | \n",
+ "
\n",
+ " \n",
+ " | 20230 | \n",
+ " 0.133200 | \n",
+ "
\n",
+ " \n",
+ " | 20240 | \n",
+ " 0.356900 | \n",
+ "
\n",
+ " \n",
+ " | 20250 | \n",
+ " 0.032900 | \n",
+ "
\n",
+ " \n",
+ " | 20260 | \n",
+ " 0.146000 | \n",
+ "
\n",
+ " \n",
+ " | 20270 | \n",
+ " 0.054900 | \n",
+ "
\n",
+ " \n",
+ " | 20280 | \n",
+ " 0.068800 | \n",
+ "
\n",
+ " \n",
+ " | 20290 | \n",
+ " 0.004700 | \n",
+ "
\n",
+ " \n",
+ " | 20300 | \n",
+ " 0.003100 | \n",
+ "
\n",
+ " \n",
+ " | 20310 | \n",
+ " 0.002100 | \n",
+ "
\n",
+ " \n",
+ " | 20320 | \n",
+ " 0.113600 | \n",
+ "
\n",
+ " \n",
+ " | 20330 | \n",
+ " 0.001100 | \n",
+ "
\n",
+ " \n",
+ " | 20340 | \n",
+ " 0.041400 | \n",
+ "
\n",
+ " \n",
+ " | 20350 | \n",
+ " 0.000900 | \n",
+ "
\n",
+ " \n",
+ " | 20360 | \n",
+ " 0.110300 | \n",
+ "
\n",
+ " \n",
+ " | 20370 | \n",
+ " 0.003800 | \n",
+ "
\n",
+ " \n",
+ " | 20380 | \n",
+ " 0.046300 | \n",
+ "
\n",
+ " \n",
+ " | 20390 | \n",
+ " 0.036300 | \n",
+ "
\n",
+ " \n",
+ " | 20400 | \n",
+ " 0.052400 | \n",
+ "
\n",
+ " \n",
+ " | 20410 | \n",
+ " 0.070700 | \n",
+ "
\n",
+ " \n",
+ " | 20420 | \n",
+ " 0.005300 | \n",
+ "
\n",
+ " \n",
+ " | 20430 | \n",
+ " 0.002900 | \n",
+ "
\n",
+ " \n",
+ " | 20440 | \n",
+ " 0.052500 | \n",
+ "
\n",
+ " \n",
+ " | 20450 | \n",
+ " 0.027500 | \n",
+ "
\n",
+ " \n",
+ " | 20460 | \n",
+ " 0.000500 | \n",
+ "
\n",
+ " \n",
+ " | 20470 | \n",
+ " 0.080500 | \n",
+ "
\n",
+ " \n",
+ " | 20480 | \n",
+ " 0.220900 | \n",
+ "
\n",
+ " \n",
+ " | 20490 | \n",
+ " 0.071400 | \n",
+ "
\n",
+ " \n",
+ " | 20500 | \n",
+ " 0.076900 | \n",
+ "
\n",
+ " \n",
+ " | 20510 | \n",
+ " 0.084100 | \n",
+ "
\n",
+ " \n",
+ " | 20520 | \n",
+ " 0.344800 | \n",
+ "
\n",
+ " \n",
+ " | 20530 | \n",
+ " 0.117300 | \n",
+ "
\n",
+ " \n",
+ " | 20540 | \n",
+ " 0.017600 | \n",
+ "
\n",
+ " \n",
+ " | 20550 | \n",
+ " 0.052700 | \n",
+ "
\n",
+ " \n",
+ " | 20560 | \n",
+ " 0.001800 | \n",
+ "
\n",
+ " \n",
+ " | 20570 | \n",
+ " 0.002000 | \n",
+ "
\n",
+ " \n",
+ " | 20580 | \n",
+ " 0.000900 | \n",
+ "
\n",
+ " \n",
+ " | 20590 | \n",
+ " 0.000300 | \n",
+ "
\n",
+ " \n",
+ " | 20600 | \n",
+ " 0.055500 | \n",
+ "
\n",
+ " \n",
+ " | 20610 | \n",
+ " 0.071800 | \n",
+ "
\n",
+ " \n",
+ " | 20620 | \n",
+ " 0.009700 | \n",
+ "
\n",
+ " \n",
+ " | 20630 | \n",
+ " 0.055700 | \n",
+ "
\n",
+ " \n",
+ " | 20640 | \n",
+ " 0.054400 | \n",
+ "
\n",
+ " \n",
+ " | 20650 | \n",
+ " 0.014500 | \n",
+ "
\n",
+ " \n",
+ " | 20660 | \n",
+ " 0.001100 | \n",
+ "
\n",
+ " \n",
+ " | 20670 | \n",
+ " 0.036600 | \n",
+ "
\n",
+ " \n",
+ " | 20680 | \n",
+ " 0.061600 | \n",
+ "
\n",
+ " \n",
+ " | 20690 | \n",
+ " 0.028000 | \n",
+ "
\n",
+ " \n",
+ " | 20700 | \n",
+ " 0.012200 | \n",
+ "
\n",
+ " \n",
+ " | 20710 | \n",
+ " 0.005300 | \n",
+ "
\n",
+ " \n",
+ " | 20720 | \n",
+ " 0.086400 | \n",
+ "
\n",
+ " \n",
+ " | 20730 | \n",
+ " 0.009600 | \n",
+ "
\n",
+ " \n",
+ " | 20740 | \n",
+ " 0.131200 | \n",
+ "
\n",
+ " \n",
+ " | 20750 | \n",
+ " 0.083600 | \n",
+ "
\n",
+ " \n",
+ " | 20760 | \n",
+ " 0.096200 | \n",
+ "
\n",
+ " \n",
+ " | 20770 | \n",
+ " 0.104800 | \n",
+ "
\n",
+ " \n",
+ " | 20780 | \n",
+ " 0.075300 | \n",
+ "
\n",
+ " \n",
+ " | 20790 | \n",
+ " 0.055900 | \n",
+ "
\n",
+ " \n",
+ " | 20800 | \n",
+ " 0.001200 | \n",
+ "
\n",
+ " \n",
+ " | 20810 | \n",
+ " 0.000300 | \n",
+ "
\n",
+ " \n",
+ " | 20820 | \n",
+ " 0.153800 | \n",
+ "
\n",
+ " \n",
+ " | 20830 | \n",
+ " 0.001700 | \n",
+ "
\n",
+ " \n",
+ " | 20840 | \n",
+ " 0.002700 | \n",
+ "
\n",
+ " \n",
+ " | 20850 | \n",
+ " 0.000600 | \n",
+ "
\n",
+ " \n",
+ " | 20860 | \n",
+ " 0.071000 | \n",
+ "
\n",
+ " \n",
+ " | 20870 | \n",
+ " 0.000300 | \n",
+ "
\n",
+ " \n",
+ " | 20880 | \n",
+ " 0.108200 | \n",
+ "
\n",
+ " \n",
+ " | 20890 | \n",
+ " 0.001900 | \n",
+ "
\n",
+ " \n",
+ " | 20900 | \n",
+ " 0.041000 | \n",
+ "
\n",
+ " \n",
+ " | 20910 | \n",
+ " 0.049300 | \n",
+ "
\n",
+ " \n",
+ " | 20920 | \n",
+ " 0.000200 | \n",
+ "
\n",
+ " \n",
+ " | 20930 | \n",
+ " 0.051000 | \n",
+ "
\n",
+ " \n",
+ " | 20940 | \n",
+ " 0.091500 | \n",
+ "
\n",
+ " \n",
+ " | 20950 | \n",
+ " 0.113900 | \n",
+ "
\n",
+ " \n",
+ " | 20960 | \n",
+ " 0.000900 | \n",
+ "
\n",
+ " \n",
+ " | 20970 | \n",
+ " 0.000700 | \n",
+ "
\n",
+ " \n",
+ " | 20980 | \n",
+ " 0.093100 | \n",
+ "
\n",
+ " \n",
+ " | 20990 | \n",
+ " 0.188600 | \n",
+ "
\n",
+ " \n",
+ " | 21000 | \n",
+ " 0.000700 | \n",
+ "
\n",
+ " \n",
+ " | 21010 | \n",
+ " 0.003200 | \n",
+ "
\n",
+ " \n",
+ " | 21020 | \n",
+ " 0.002100 | \n",
+ "
\n",
+ " \n",
+ " | 21030 | \n",
+ " 0.144700 | \n",
+ "
\n",
+ " \n",
+ " | 21040 | \n",
+ " 0.148600 | \n",
+ "
\n",
+ " \n",
+ " | 21050 | \n",
+ " 0.001300 | \n",
+ "
\n",
+ " \n",
+ " | 21060 | \n",
+ " 0.000600 | \n",
+ "
\n",
+ " \n",
+ " | 21070 | \n",
+ " 0.171000 | \n",
+ "
\n",
+ " \n",
+ " | 21080 | \n",
+ " 0.001300 | \n",
+ "
\n",
+ " \n",
+ " | 21090 | \n",
+ " 0.000600 | \n",
+ "
\n",
+ " \n",
+ " | 21100 | \n",
+ " 0.046500 | \n",
+ "
\n",
+ " \n",
+ " | 21110 | \n",
+ " 0.000500 | \n",
+ "
\n",
+ " \n",
+ " | 21120 | \n",
+ " 0.000400 | \n",
+ "
\n",
+ " \n",
+ " | 21130 | \n",
+ " 0.186400 | \n",
+ "
\n",
+ " \n",
+ " | 21140 | \n",
+ " 0.182900 | \n",
+ "
\n",
+ " \n",
+ " | 21150 | \n",
+ " 0.000800 | \n",
+ "
\n",
+ " \n",
+ " | 21160 | \n",
+ " 0.071000 | \n",
+ "
\n",
+ " \n",
+ " | 21170 | \n",
+ " 0.249200 | \n",
+ "
\n",
+ " \n",
+ " | 21180 | \n",
+ " 0.053600 | \n",
+ "
\n",
+ " \n",
+ " | 21190 | \n",
+ " 0.056000 | \n",
+ "
\n",
+ " \n",
+ " | 21200 | \n",
+ " 0.111600 | \n",
+ "
\n",
+ " \n",
+ " | 21210 | \n",
+ " 0.004300 | \n",
+ "
\n",
+ " \n",
+ " | 21220 | \n",
+ " 0.081700 | \n",
+ "
\n",
+ " \n",
+ " | 21230 | \n",
+ " 0.058700 | \n",
+ "
\n",
+ " \n",
+ " | 21240 | \n",
+ " 0.000500 | \n",
+ "
\n",
+ " \n",
+ " | 21250 | \n",
+ " 0.002200 | \n",
+ "
\n",
+ " \n",
+ " | 21260 | \n",
+ " 0.059300 | \n",
+ "
\n",
+ " \n",
+ " | 21270 | \n",
+ " 0.074500 | \n",
+ "
\n",
+ " \n",
+ " | 21280 | \n",
+ " 0.068200 | \n",
+ "
\n",
+ " \n",
+ " | 21290 | \n",
+ " 0.054500 | \n",
+ "
\n",
+ " \n",
+ " | 21300 | \n",
+ " 0.082000 | \n",
+ "
\n",
+ " \n",
+ " | 21310 | \n",
+ " 0.001800 | \n",
+ "
\n",
+ " \n",
+ " | 21320 | \n",
+ " 0.001200 | \n",
+ "
\n",
+ " \n",
+ " | 21330 | \n",
+ " 0.001600 | \n",
+ "
\n",
+ " \n",
+ " | 21340 | \n",
+ " 0.077500 | \n",
+ "
\n",
+ " \n",
+ " | 21350 | \n",
+ " 0.076900 | \n",
+ "
\n",
+ " \n",
+ " | 21360 | \n",
+ " 0.019100 | \n",
+ "
\n",
+ " \n",
+ " | 21370 | \n",
+ " 0.163100 | \n",
+ "
\n",
+ " \n",
+ " | 21380 | \n",
+ " 0.006800 | \n",
+ "
\n",
+ " \n",
+ " | 21390 | \n",
+ " 0.000300 | \n",
+ "
\n",
+ " \n",
+ " | 21400 | \n",
+ " 0.000100 | \n",
+ "
\n",
+ " \n",
+ " | 21410 | \n",
+ " 0.000400 | \n",
+ "
\n",
+ " \n",
+ " | 21420 | \n",
+ " 0.220200 | \n",
+ "
\n",
+ " \n",
+ " | 21430 | \n",
+ " 0.053100 | \n",
+ "
\n",
+ " \n",
+ " | 21440 | \n",
+ " 0.004800 | \n",
+ "
\n",
+ " \n",
+ " | 21450 | \n",
+ " 0.029900 | \n",
+ "
\n",
+ " \n",
+ " | 21460 | \n",
+ " 0.000300 | \n",
+ "
\n",
+ " \n",
+ " | 21470 | \n",
+ " 0.001100 | \n",
+ "
\n",
+ " \n",
+ " | 21480 | \n",
+ " 0.001900 | \n",
+ "
\n",
+ " \n",
+ " | 21490 | \n",
+ " 0.165300 | \n",
+ "
\n",
+ " \n",
+ " | 21500 | \n",
+ " 0.075600 | \n",
+ "
\n",
+ " \n",
+ " | 21510 | \n",
+ " 0.006300 | \n",
+ "
\n",
+ " \n",
+ " | 21520 | \n",
+ " 0.082700 | \n",
+ "
\n",
+ " \n",
+ " | 21530 | \n",
+ " 0.079100 | \n",
+ "
\n",
+ " \n",
+ " | 21540 | \n",
+ " 0.001100 | \n",
+ "
\n",
+ " \n",
+ " | 21550 | \n",
+ " 0.067600 | \n",
+ "
\n",
+ " \n",
+ " | 21560 | \n",
+ " 0.055800 | \n",
+ "
\n",
+ " \n",
+ " | 21570 | \n",
+ " 0.138900 | \n",
+ "
\n",
+ " \n",
+ " | 21580 | \n",
+ " 0.069200 | \n",
+ "
\n",
+ " \n",
+ " | 21590 | \n",
+ " 0.005900 | \n",
+ "
\n",
+ " \n",
+ " | 21600 | \n",
+ " 0.001400 | \n",
+ "
\n",
+ " \n",
+ " | 21610 | \n",
+ " 0.076500 | \n",
+ "
\n",
+ " \n",
+ " | 21620 | \n",
+ " 0.094700 | \n",
+ "
\n",
+ " \n",
+ " | 21630 | \n",
+ " 0.002700 | \n",
+ "
\n",
+ " \n",
+ " | 21640 | \n",
+ " 0.065900 | \n",
+ "
\n",
+ " \n",
+ " | 21650 | \n",
+ " 0.047800 | \n",
+ "
\n",
+ " \n",
+ " | 21660 | \n",
+ " 0.104800 | \n",
+ "
\n",
+ " \n",
+ " | 21670 | \n",
+ " 0.001800 | \n",
+ "
\n",
+ " \n",
+ " | 21680 | \n",
+ " 0.018300 | \n",
+ "
\n",
+ " \n",
+ " | 21690 | \n",
+ " 0.000200 | \n",
+ "
\n",
+ " \n",
+ " | 21700 | \n",
+ " 0.075300 | \n",
+ "
\n",
+ " \n",
+ " | 21710 | \n",
+ " 0.007500 | \n",
+ "
\n",
+ " \n",
+ " | 21720 | \n",
+ " 0.090300 | \n",
+ "
\n",
+ " \n",
+ " | 21730 | \n",
+ " 0.001000 | \n",
+ "
\n",
+ " \n",
+ " | 21740 | \n",
+ " 0.001400 | \n",
+ "
\n",
+ " \n",
+ " | 21750 | \n",
+ " 0.029700 | \n",
+ "
\n",
+ " \n",
+ " | 21760 | \n",
+ " 0.208400 | \n",
+ "
\n",
+ " \n",
+ " | 21770 | \n",
+ " 0.000900 | \n",
+ "
\n",
+ " \n",
+ " | 21780 | \n",
+ " 0.000800 | \n",
+ "
\n",
+ " \n",
+ " | 21790 | \n",
+ " 0.000500 | \n",
+ "
\n",
+ " \n",
+ " | 21800 | \n",
+ " 0.007700 | \n",
+ "
\n",
+ " \n",
+ " | 21810 | \n",
+ " 0.096400 | \n",
+ "
\n",
+ " \n",
+ " | 21820 | \n",
+ " 0.025300 | \n",
+ "
\n",
+ " \n",
+ " | 21830 | \n",
+ " 0.000800 | \n",
+ "
\n",
+ " \n",
+ " | 21840 | \n",
+ " 0.002300 | \n",
+ "
\n",
+ " \n",
+ " | 21850 | \n",
+ " 0.124200 | \n",
+ "
\n",
+ " \n",
+ " | 21860 | \n",
+ " 0.011600 | \n",
+ "
\n",
+ " \n",
+ " | 21870 | \n",
+ " 0.000200 | \n",
+ "
\n",
+ " \n",
+ " | 21880 | \n",
+ " 0.000100 | \n",
+ "
\n",
+ " \n",
+ " | 21890 | \n",
+ " 0.000200 | \n",
+ "
\n",
+ " \n",
+ " | 21900 | \n",
+ " 0.034400 | \n",
+ "
\n",
+ " \n",
+ " | 21910 | \n",
+ " 0.039900 | \n",
+ "
\n",
+ " \n",
+ " | 21920 | \n",
+ " 0.091800 | \n",
+ "
\n",
+ " \n",
+ " | 21930 | \n",
+ " 0.001300 | \n",
+ "
\n",
+ " \n",
+ " | 21940 | \n",
+ " 0.131300 | \n",
+ "
\n",
+ " \n",
+ " | 21950 | \n",
+ " 0.055400 | \n",
+ "
\n",
+ " \n",
+ " | 21960 | \n",
+ " 0.000600 | \n",
+ "
\n",
+ " \n",
+ " | 21970 | \n",
+ " 0.060300 | \n",
+ "
\n",
+ " \n",
+ " | 21980 | \n",
+ " 0.000600 | \n",
+ "
\n",
+ " \n",
+ " | 21990 | \n",
+ " 0.000200 | \n",
+ "
\n",
+ " \n",
+ " | 22000 | \n",
+ " 0.163100 | \n",
+ "
\n",
+ " \n",
+ " | 22010 | \n",
+ " 0.044300 | \n",
+ "
\n",
+ " \n",
+ " | 22020 | \n",
+ " 0.139200 | \n",
+ "
\n",
+ " \n",
+ " | 22030 | \n",
+ " 0.000300 | \n",
+ "
\n",
+ " \n",
+ " | 22040 | \n",
+ " 0.048800 | \n",
+ "
\n",
+ " \n",
+ " | 22050 | \n",
+ " 0.000500 | \n",
+ "
\n",
+ " \n",
+ " | 22060 | \n",
+ " 0.032400 | \n",
+ "
\n",
+ " \n",
+ " | 22070 | \n",
+ " 0.000100 | \n",
+ "
\n",
+ " \n",
+ " | 22080 | \n",
+ " 0.032200 | \n",
+ "
\n",
+ " \n",
+ " | 22090 | \n",
+ " 0.001400 | \n",
+ "
\n",
+ " \n",
+ " | 22100 | \n",
+ " 0.000600 | \n",
+ "
\n",
+ " \n",
+ " | 22110 | \n",
+ " 0.000700 | \n",
+ "
\n",
+ " \n",
+ " | 22120 | \n",
+ " 0.108000 | \n",
+ "
\n",
+ " \n",
+ " | 22130 | \n",
+ " 0.000100 | \n",
+ "
\n",
+ " \n",
+ " | 22140 | \n",
+ " 0.000400 | \n",
+ "
\n",
+ " \n",
+ " | 22150 | \n",
+ " 0.010200 | \n",
+ "
\n",
+ " \n",
+ " | 22160 | \n",
+ " 0.000100 | \n",
+ "
\n",
+ " \n",
+ " | 22170 | \n",
+ " 0.000000 | \n",
+ "
\n",
+ " \n",
+ " | 22180 | \n",
+ " 0.000000 | \n",
+ "
\n",
+ " \n",
+ " | 22190 | \n",
+ " 0.002800 | \n",
+ "
\n",
+ " \n",
+ " | 22200 | \n",
+ " 0.128600 | \n",
+ "
\n",
+ " \n",
+ " | 22210 | \n",
+ " 0.000100 | \n",
+ "
\n",
+ " \n",
+ " | 22220 | \n",
+ " 0.000300 | \n",
+ "
\n",
+ " \n",
+ " | 22230 | \n",
+ " 0.000100 | \n",
+ "
\n",
+ " \n",
+ " | 22240 | \n",
+ " 0.002200 | \n",
+ "
\n",
+ " \n",
+ " | 22250 | \n",
+ " 0.161600 | \n",
+ "
\n",
+ " \n",
+ " | 22260 | \n",
+ " 0.071400 | \n",
+ "
\n",
+ " \n",
+ " | 22270 | \n",
+ " 0.001100 | \n",
+ "
\n",
+ " \n",
+ " | 22280 | \n",
+ " 0.001200 | \n",
+ "
\n",
+ " \n",
+ " | 22290 | \n",
+ " 0.043100 | \n",
+ "
\n",
+ " \n",
+ " | 22300 | \n",
+ " 0.124200 | \n",
+ "
\n",
+ " \n",
+ " | 22310 | \n",
+ " 0.000400 | \n",
+ "
\n",
+ " \n",
+ " | 22320 | \n",
+ " 0.000100 | \n",
+ "
\n",
+ " \n",
+ " | 22330 | \n",
+ " 0.072500 | \n",
+ "
\n",
+ " \n",
+ " | 22340 | \n",
+ " 0.012500 | \n",
+ "
\n",
+ " \n",
+ " | 22350 | \n",
+ " 0.181500 | \n",
+ "
\n",
+ " \n",
+ " | 22360 | \n",
+ " 0.000800 | \n",
+ "
\n",
+ " \n",
+ " | 22370 | \n",
+ " 0.003500 | \n",
+ "
\n",
+ " \n",
+ " | 22380 | \n",
+ " 0.001000 | \n",
+ "
\n",
+ " \n",
+ " | 22390 | \n",
+ " 0.077900 | \n",
+ "
\n",
+ " \n",
+ " | 22400 | \n",
+ " 0.089800 | \n",
+ "
\n",
+ " \n",
+ " | 22410 | \n",
+ " 0.001400 | \n",
+ "
\n",
+ " \n",
+ " | 22420 | \n",
+ " 0.000100 | \n",
+ "
\n",
+ " \n",
+ " | 22430 | \n",
+ " 0.029200 | \n",
+ "
\n",
+ " \n",
+ " | 22440 | \n",
+ " 0.102000 | \n",
+ "
\n",
+ " \n",
+ " | 22450 | \n",
+ " 0.134800 | \n",
+ "
\n",
+ " \n",
+ " | 22460 | \n",
+ " 0.041300 | \n",
+ "
\n",
+ " \n",
+ " | 22470 | \n",
+ " 0.000500 | \n",
+ "
\n",
+ " \n",
+ " | 22480 | \n",
+ " 0.112100 | \n",
+ "
\n",
+ " \n",
+ " | 22490 | \n",
+ " 0.000200 | \n",
+ "
\n",
+ " \n",
+ " | 22500 | \n",
+ " 0.143100 | \n",
+ "
\n",
+ " \n",
+ " | 22510 | \n",
+ " 0.045800 | \n",
+ "
\n",
+ " \n",
+ " | 22520 | \n",
+ " 0.004600 | \n",
+ "
\n",
+ " \n",
+ " | 22530 | \n",
+ " 0.060500 | \n",
+ "
\n",
+ " \n",
+ " | 22540 | \n",
+ " 0.059500 | \n",
+ "
\n",
+ " \n",
+ " | 22550 | \n",
+ " 0.000200 | \n",
+ "
\n",
+ " \n",
+ " | 22560 | \n",
+ " 0.000200 | \n",
+ "
\n",
+ " \n",
+ " | 22570 | \n",
+ " 0.000300 | \n",
+ "
\n",
+ " \n",
+ " | 22580 | \n",
+ " 0.115000 | \n",
+ "
\n",
+ " \n",
+ " | 22590 | \n",
+ " 0.009500 | \n",
+ "
\n",
+ " \n",
+ " | 22600 | \n",
+ " 0.082200 | \n",
+ "
\n",
+ " \n",
+ " | 22610 | \n",
+ " 0.000200 | \n",
+ "
\n",
+ " \n",
+ " | 22620 | \n",
+ " 0.066800 | \n",
+ "
\n",
+ " \n",
+ " | 22630 | \n",
+ " 0.203400 | \n",
+ "
\n",
+ " \n",
+ " | 22640 | \n",
+ " 0.073800 | \n",
+ "
\n",
+ " \n",
+ " | 22650 | \n",
+ " 0.000500 | \n",
+ "
\n",
+ " \n",
+ " | 22660 | \n",
+ " 0.049500 | \n",
+ "
\n",
+ " \n",
+ " | 22670 | \n",
+ " 0.067500 | \n",
+ "
\n",
+ " \n",
+ " | 22680 | \n",
+ " 0.000800 | \n",
+ "
\n",
+ " \n",
+ " | 22690 | \n",
+ " 0.013000 | \n",
+ "
\n",
+ " \n",
+ " | 22700 | \n",
+ " 0.000400 | \n",
+ "
\n",
+ " \n",
+ " | 22710 | \n",
+ " 0.000700 | \n",
+ "
\n",
+ " \n",
+ " | 22720 | \n",
+ " 0.046100 | \n",
+ "
\n",
+ " \n",
+ " | 22730 | \n",
+ " 0.000400 | \n",
+ "
\n",
+ " \n",
+ " | 22740 | \n",
+ " 0.080100 | \n",
+ "
\n",
+ " \n",
+ " | 22750 | \n",
+ " 0.036800 | \n",
+ "
\n",
+ " \n",
+ " | 22760 | \n",
+ " 0.000200 | \n",
+ "
\n",
+ " \n",
+ " | 22770 | \n",
+ " 0.000600 | \n",
+ "
\n",
+ " \n",
+ " | 22780 | \n",
+ " 0.000700 | \n",
+ "
\n",
+ " \n",
+ " | 22790 | \n",
+ " 0.000200 | \n",
+ "
\n",
+ " \n",
+ " | 22800 | \n",
+ " 0.101900 | \n",
+ "
\n",
+ " \n",
+ " | 22810 | \n",
+ " 0.029500 | \n",
+ "
\n",
+ " \n",
+ " | 22820 | \n",
+ " 0.060400 | \n",
+ "
\n",
+ " \n",
+ " | 22830 | \n",
+ " 0.000300 | \n",
+ "
\n",
+ " \n",
+ " | 22840 | \n",
+ " 0.121600 | \n",
+ "
\n",
+ " \n",
+ " | 22850 | \n",
+ " 0.000200 | \n",
+ "
\n",
+ " \n",
+ " | 22860 | \n",
+ " 0.000200 | \n",
+ "
\n",
+ " \n",
+ " | 22870 | \n",
+ " 0.091300 | \n",
+ "
\n",
+ " \n",
+ " | 22880 | \n",
+ " 0.070800 | \n",
+ "
\n",
+ " \n",
+ " | 22890 | \n",
+ " 0.000400 | \n",
+ "
\n",
+ " \n",
+ " | 22900 | \n",
+ " 0.007600 | \n",
+ "
\n",
+ " \n",
+ " | 22910 | \n",
+ " 0.013100 | \n",
+ "
\n",
+ " \n",
+ " | 22920 | \n",
+ " 0.017400 | \n",
+ "
\n",
+ " \n",
+ " | 22930 | \n",
+ " 0.076800 | \n",
+ "
\n",
+ " \n",
+ " | 22940 | \n",
+ " 0.098300 | \n",
+ "
\n",
+ " \n",
+ " | 22950 | \n",
+ " 0.001200 | \n",
+ "
\n",
+ " \n",
+ " | 22960 | \n",
+ " 0.019000 | \n",
+ "
\n",
+ " \n",
+ " | 22970 | \n",
+ " 0.001000 | \n",
+ "
\n",
+ " \n",
+ " | 22980 | \n",
+ " 0.000300 | \n",
+ "
\n",
+ " \n",
+ " | 22990 | \n",
+ " 0.000800 | \n",
+ "
\n",
+ " \n",
+ " | 23000 | \n",
+ " 0.076900 | \n",
+ "
\n",
+ " \n",
+ " | 23010 | \n",
+ " 0.004300 | \n",
+ "
\n",
+ " \n",
+ " | 23020 | \n",
+ " 0.083800 | \n",
+ "
\n",
+ " \n",
+ " | 23030 | \n",
+ " 0.000400 | \n",
+ "
\n",
+ " \n",
+ " | 23040 | \n",
+ " 0.196700 | \n",
+ "
\n",
+ " \n",
+ " | 23050 | \n",
+ " 0.066500 | \n",
+ "
\n",
+ " \n",
+ " | 23060 | \n",
+ " 0.000300 | \n",
+ "
\n",
+ " \n",
+ " | 23070 | \n",
+ " 0.000500 | \n",
+ "
\n",
+ " \n",
+ " | 23080 | \n",
+ " 0.021900 | \n",
+ "
\n",
+ " \n",
+ " | 23090 | \n",
+ " 0.000600 | \n",
+ "
\n",
+ " \n",
+ " | 23100 | \n",
+ " 0.000400 | \n",
+ "
\n",
+ " \n",
+ " | 23110 | \n",
+ " 0.002700 | \n",
+ "
\n",
+ " \n",
+ " | 23120 | \n",
+ " 0.000100 | \n",
+ "
\n",
+ " \n",
+ " | 23130 | \n",
+ " 0.120600 | \n",
+ "
\n",
+ " \n",
+ " | 23140 | \n",
+ " 0.080500 | \n",
+ "
\n",
+ " \n",
+ " | 23150 | \n",
+ " 0.010400 | \n",
+ "
\n",
+ " \n",
+ " | 23160 | \n",
+ " 0.069100 | \n",
+ "
\n",
+ " \n",
+ " | 23170 | \n",
+ " 0.066700 | \n",
+ "
\n",
+ " \n",
+ " | 23180 | \n",
+ " 0.010200 | \n",
+ "
\n",
+ " \n",
+ " | 23190 | \n",
+ " 0.000300 | \n",
+ "
\n",
+ " \n",
+ " | 23200 | \n",
+ " 0.030800 | \n",
+ "
\n",
+ " \n",
+ " | 23210 | \n",
+ " 0.043400 | \n",
+ "
\n",
+ " \n",
+ " | 23220 | \n",
+ " 0.031600 | \n",
+ "
\n",
+ " \n",
+ " | 23230 | \n",
+ " 0.000200 | \n",
+ "
\n",
+ " \n",
+ " | 23240 | \n",
+ " 0.001100 | \n",
+ "
\n",
+ " \n",
+ " | 23250 | \n",
+ " 0.000500 | \n",
+ "
\n",
+ " \n",
+ " | 23260 | \n",
+ " 0.000100 | \n",
+ "
\n",
+ " \n",
+ " | 23270 | \n",
+ " 0.116700 | \n",
+ "
\n",
+ " \n",
+ " | 23280 | \n",
+ " 0.091800 | \n",
+ "
\n",
+ " \n",
+ " | 23290 | \n",
+ " 0.000200 | \n",
+ "
\n",
+ " \n",
+ " | 23300 | \n",
+ " 0.068600 | \n",
+ "
\n",
+ " \n",
+ " | 23310 | \n",
+ " 0.087500 | \n",
+ "
\n",
+ " \n",
+ " | 23320 | \n",
+ " 0.001300 | \n",
+ "
\n",
+ " \n",
+ " | 23330 | \n",
+ " 0.035100 | \n",
+ "
\n",
+ " \n",
+ " | 23340 | \n",
+ " 0.029100 | \n",
+ "
\n",
+ " \n",
+ " | 23350 | \n",
+ " 0.120000 | \n",
+ "
\n",
+ " \n",
+ " | 23360 | \n",
+ " 0.134100 | \n",
+ "
\n",
+ " \n",
+ " | 23370 | \n",
+ " 0.001100 | \n",
+ "
\n",
+ " \n",
+ " | 23380 | \n",
+ " 0.105400 | \n",
+ "
\n",
+ " \n",
+ " | 23390 | \n",
+ " 0.117900 | \n",
+ "
\n",
+ " \n",
+ " | 23400 | \n",
+ " 0.001800 | \n",
+ "
\n",
+ " \n",
+ " | 23410 | \n",
+ " 0.087300 | \n",
+ "
\n",
+ " \n",
+ " | 23420 | \n",
+ " 0.042800 | \n",
+ "
\n",
+ " \n",
+ " | 23430 | \n",
+ " 0.000600 | \n",
+ "
\n",
+ " \n",
+ " | 23440 | \n",
+ " 0.000700 | \n",
+ "
\n",
+ " \n",
+ " | 23450 | \n",
+ " 0.027800 | \n",
+ "
\n",
+ " \n",
+ " | 23460 | \n",
+ " 0.198100 | \n",
+ "
\n",
+ " \n",
+ " | 23470 | \n",
+ " 0.070700 | \n",
+ "
\n",
+ " \n",
+ " | 23480 | \n",
+ " 0.063400 | \n",
+ "
\n",
+ " \n",
+ " | 23490 | \n",
+ " 0.002500 | \n",
+ "
\n",
+ " \n",
+ " | 23500 | \n",
+ " 0.000300 | \n",
+ "
\n",
+ " \n",
+ " | 23510 | \n",
+ " 0.009300 | \n",
+ "
\n",
+ " \n",
+ " | 23520 | \n",
+ " 0.102900 | \n",
+ "
\n",
+ " \n",
+ " | 23530 | \n",
+ " 0.000200 | \n",
+ "
\n",
+ " \n",
+ " | 23540 | \n",
+ " 0.101300 | \n",
+ "
\n",
+ " \n",
+ " | 23550 | \n",
+ " 0.000500 | \n",
+ "
\n",
+ " \n",
+ " | 23560 | \n",
+ " 0.000300 | \n",
+ "
\n",
+ " \n",
+ " | 23570 | \n",
+ " 0.127500 | \n",
+ "
\n",
+ " \n",
+ " | 23580 | \n",
+ " 0.075100 | \n",
+ "
\n",
+ " \n",
+ " | 23590 | \n",
+ " 0.000300 | \n",
+ "
\n",
+ " \n",
+ " | 23600 | \n",
+ " 0.000400 | \n",
+ "
\n",
+ " \n",
+ " | 23610 | \n",
+ " 0.078700 | \n",
+ "
\n",
+ " \n",
+ " | 23620 | \n",
+ " 0.000400 | \n",
+ "
\n",
+ " \n",
+ " | 23630 | \n",
+ " 0.060400 | \n",
+ "
\n",
+ " \n",
+ " | 23640 | \n",
+ " 0.144600 | \n",
+ "
\n",
+ " \n",
+ " | 23650 | \n",
+ " 0.000800 | \n",
+ "
\n",
+ " \n",
+ " | 23660 | \n",
+ " 0.000700 | \n",
+ "
\n",
+ " \n",
+ " | 23670 | \n",
+ " 0.001300 | \n",
+ "
\n",
+ " \n",
+ " | 23680 | \n",
+ " 0.053400 | \n",
+ "
\n",
+ " \n",
+ " | 23690 | \n",
+ " 0.000300 | \n",
+ "
\n",
+ " \n",
+ " | 23700 | \n",
+ " 0.107000 | \n",
+ "
\n",
+ " \n",
+ " | 23710 | \n",
+ " 0.001700 | \n",
+ "
\n",
+ " \n",
+ " | 23720 | \n",
+ " 0.084100 | \n",
+ "
\n",
+ " \n",
+ " | 23730 | \n",
+ " 0.212800 | \n",
+ "
\n",
+ " \n",
+ " | 23740 | \n",
+ " 0.000700 | \n",
+ "
\n",
+ " \n",
+ " | 23750 | \n",
+ " 0.096400 | \n",
+ "
\n",
+ " \n",
+ " | 23760 | \n",
+ " 0.001300 | \n",
+ "
\n",
+ " \n",
+ " | 23770 | \n",
+ " 0.001100 | \n",
+ "
\n",
+ " \n",
+ " | 23780 | \n",
+ " 0.108900 | \n",
+ "
\n",
+ " \n",
+ " | 23790 | \n",
+ " 0.000400 | \n",
+ "
\n",
+ " \n",
+ " | 23800 | \n",
+ " 0.000500 | \n",
+ "
\n",
+ " \n",
+ " | 23810 | \n",
+ " 0.003000 | \n",
+ "
\n",
+ " \n",
+ " | 23820 | \n",
+ " 0.000400 | \n",
+ "
\n",
+ " \n",
+ " | 23830 | \n",
+ " 0.063800 | \n",
+ "
\n",
+ " \n",
+ " | 23840 | \n",
+ " 0.001000 | \n",
+ "
\n",
+ " \n",
+ " | 23850 | \n",
+ " 0.000800 | \n",
+ "
\n",
+ " \n",
+ " | 23860 | \n",
+ " 0.000200 | \n",
+ "
\n",
+ " \n",
+ " | 23870 | \n",
+ " 0.049500 | \n",
+ "
\n",
+ " \n",
+ " | 23880 | \n",
+ " 0.036900 | \n",
+ "
\n",
+ " \n",
+ " | 23890 | \n",
+ " 0.000400 | \n",
+ "
\n",
+ " \n",
+ " | 23900 | \n",
+ " 0.038200 | \n",
+ "
\n",
+ " \n",
+ " | 23910 | \n",
+ " 0.059500 | \n",
+ "
\n",
+ " \n",
+ " | 23920 | \n",
+ " 0.056900 | \n",
+ "
\n",
+ " \n",
+ " | 23930 | \n",
+ " 0.038700 | \n",
+ "
\n",
+ " \n",
+ " | 23940 | \n",
+ " 0.002000 | \n",
+ "
\n",
+ " \n",
+ " | 23950 | \n",
+ " 0.094100 | \n",
+ "
\n",
+ " \n",
+ " | 23960 | \n",
+ " 0.025100 | \n",
+ "
\n",
+ " \n",
+ " | 23970 | \n",
+ " 0.038300 | \n",
+ "
\n",
+ " \n",
+ " | 23980 | \n",
+ " 0.000400 | \n",
+ "
\n",
+ " \n",
+ " | 23990 | \n",
+ " 0.226400 | \n",
+ "
\n",
+ " \n",
+ " | 24000 | \n",
+ " 0.000700 | \n",
+ "
\n",
+ " \n",
+ " | 24010 | \n",
+ " 0.000200 | \n",
+ "
\n",
+ " \n",
+ " | 24020 | \n",
+ " 0.000700 | \n",
+ "
\n",
+ " \n",
+ " | 24030 | \n",
+ " 0.134800 | \n",
+ "
\n",
+ " \n",
+ " | 24040 | \n",
+ " 0.087000 | \n",
+ "
\n",
+ " \n",
+ " | 24050 | \n",
+ " 0.033200 | \n",
+ "
\n",
+ " \n",
+ " | 24060 | \n",
+ " 0.040500 | \n",
+ "
\n",
+ " \n",
+ " | 24070 | \n",
+ " 0.133000 | \n",
+ "
\n",
+ " \n",
+ " | 24080 | \n",
+ " 0.136800 | \n",
+ "
\n",
+ " \n",
+ " | 24090 | \n",
+ " 0.033100 | \n",
+ "
\n",
+ " \n",
+ " | 24100 | \n",
+ " 0.087200 | \n",
+ "
\n",
+ " \n",
+ " | 24110 | \n",
+ " 0.007800 | \n",
+ "
\n",
+ " \n",
+ " | 24120 | \n",
+ " 0.040800 | \n",
+ "
\n",
+ " \n",
+ " | 24130 | \n",
+ " 0.000700 | \n",
+ "
\n",
+ " \n",
+ " | 24140 | \n",
+ " 0.037500 | \n",
+ "
\n",
+ " \n",
+ " | 24150 | \n",
+ " 0.075700 | \n",
+ "
\n",
+ " \n",
+ " | 24160 | \n",
+ " 0.084700 | \n",
+ "
\n",
+ " \n",
+ " | 24170 | \n",
+ " 0.001900 | \n",
+ "
\n",
+ " \n",
+ " | 24180 | \n",
+ " 0.000200 | \n",
+ "
\n",
+ " \n",
+ " | 24190 | \n",
+ " 0.000900 | \n",
+ "
\n",
+ " \n",
+ " | 24200 | \n",
+ " 0.000300 | \n",
+ "
\n",
+ " \n",
+ " | 24210 | \n",
+ " 0.093000 | \n",
+ "
\n",
+ " \n",
+ " | 24220 | \n",
+ " 0.019100 | \n",
+ "
\n",
+ " \n",
+ " | 24230 | \n",
+ " 0.104000 | \n",
+ "
\n",
+ " \n",
+ " | 24240 | \n",
+ " 0.000400 | \n",
+ "
\n",
+ " \n",
+ " | 24250 | \n",
+ " 0.028500 | \n",
+ "
\n",
+ " \n",
+ " | 24260 | \n",
+ " 0.014700 | \n",
+ "
\n",
+ " \n",
+ " | 24270 | \n",
+ " 0.054500 | \n",
+ "
\n",
+ " \n",
+ " | 24280 | \n",
+ " 0.041900 | \n",
+ "
\n",
+ " \n",
+ " | 24290 | \n",
+ " 0.000800 | \n",
+ "
\n",
+ " \n",
+ " | 24300 | \n",
+ " 0.001600 | \n",
+ "
\n",
+ " \n",
+ " | 24310 | \n",
+ " 0.000700 | \n",
+ "
\n",
+ " \n",
+ " | 24320 | \n",
+ " 0.019500 | \n",
+ "
\n",
+ " \n",
+ " | 24330 | \n",
+ " 0.000200 | \n",
+ "
\n",
+ " \n",
+ " | 24340 | \n",
+ " 0.145200 | \n",
+ "
\n",
+ " \n",
+ " | 24350 | \n",
+ " 0.000100 | \n",
+ "
\n",
+ " \n",
+ " | 24360 | \n",
+ " 0.000700 | \n",
+ "
\n",
+ " \n",
+ " | 24370 | \n",
+ " 0.096600 | \n",
+ "
\n",
+ " \n",
+ " | 24380 | \n",
+ " 0.028800 | \n",
+ "
\n",
+ " \n",
+ " | 24390 | \n",
+ " 0.002500 | \n",
+ "
\n",
+ " \n",
+ " | 24400 | \n",
+ " 0.059200 | \n",
+ "
\n",
+ " \n",
+ " | 24410 | \n",
+ " 0.025800 | \n",
+ "
\n",
+ " \n",
+ " | 24420 | \n",
+ " 0.000200 | \n",
+ "
\n",
+ " \n",
+ " | 24430 | \n",
+ " 0.082300 | \n",
+ "
\n",
+ " \n",
+ " | 24440 | \n",
+ " 0.103600 | \n",
+ "
\n",
+ " \n",
+ " | 24450 | \n",
+ " 0.102800 | \n",
+ "
\n",
+ " \n",
+ " | 24460 | \n",
+ " 0.000900 | \n",
+ "
\n",
+ " \n",
+ " | 24470 | \n",
+ " 0.000700 | \n",
+ "
\n",
+ " \n",
+ " | 24480 | \n",
+ " 0.076500 | \n",
+ "
\n",
+ " \n",
+ " | 24490 | \n",
+ " 0.000300 | \n",
+ "
\n",
+ " \n",
+ " | 24500 | \n",
+ " 0.044600 | \n",
+ "
\n",
+ " \n",
+ " | 24510 | \n",
+ " 0.018300 | \n",
+ "
\n",
+ " \n",
+ " | 24520 | \n",
+ " 0.000700 | \n",
+ "
\n",
+ " \n",
+ " | 24530 | \n",
+ " 0.000200 | \n",
+ "
\n",
+ " \n",
+ " | 24540 | \n",
+ " 0.000000 | \n",
+ "
\n",
+ " \n",
+ " | 24550 | \n",
+ " 0.000100 | \n",
+ "
\n",
+ " \n",
+ " | 24560 | \n",
+ " 0.088300 | \n",
+ "
\n",
+ " \n",
+ " | 24570 | \n",
+ " 0.000100 | \n",
+ "
\n",
+ " \n",
+ " | 24580 | \n",
+ " 0.046800 | \n",
+ "
\n",
+ " \n",
+ " | 24590 | \n",
+ " 0.263700 | \n",
+ "
\n",
+ " \n",
+ " | 24600 | \n",
+ " 0.057300 | \n",
+ "
\n",
+ " \n",
+ " | 24610 | \n",
+ " 0.104500 | \n",
+ "
\n",
+ " \n",
+ " | 24620 | \n",
+ " 0.001200 | \n",
+ "
\n",
+ " \n",
+ " | 24630 | \n",
+ " 0.000500 | \n",
+ "
\n",
+ " \n",
+ " | 24640 | \n",
+ " 0.037400 | \n",
+ "
\n",
+ " \n",
+ " | 24650 | \n",
+ " 0.091500 | \n",
+ "
\n",
+ " \n",
+ " | 24660 | \n",
+ " 0.000300 | \n",
+ "
\n",
+ " \n",
+ " | 24670 | \n",
+ " 0.063200 | \n",
+ "
\n",
+ " \n",
+ " | 24680 | \n",
+ " 0.000300 | \n",
+ "
\n",
+ " \n",
+ " | 24690 | \n",
+ " 0.000600 | \n",
+ "
\n",
+ " \n",
+ " | 24700 | \n",
+ " 0.000400 | \n",
+ "
\n",
+ " \n",
+ " | 24710 | \n",
+ " 0.000300 | \n",
+ "
\n",
+ " \n",
+ " | 24720 | \n",
+ " 0.000300 | \n",
+ "
\n",
+ " \n",
+ " | 24730 | \n",
+ " 0.027400 | \n",
+ "
\n",
+ " \n",
+ " | 24740 | \n",
+ " 0.000200 | \n",
+ "
\n",
+ " \n",
+ " | 24750 | \n",
+ " 0.119400 | \n",
+ "
\n",
+ " \n",
+ " | 24760 | \n",
+ " 0.174300 | \n",
+ "
\n",
+ " \n",
+ " | 24770 | \n",
+ " 0.052500 | \n",
+ "
\n",
+ " \n",
+ " | 24780 | \n",
+ " 0.096300 | \n",
+ "
\n",
+ " \n",
+ " | 24790 | \n",
+ " 0.001100 | \n",
+ "
\n",
+ " \n",
+ " | 24800 | \n",
+ " 0.001400 | \n",
+ "
\n",
+ " \n",
+ " | 24810 | \n",
+ " 0.041300 | \n",
+ "
\n",
+ " \n",
+ " | 24820 | \n",
+ " 0.001100 | \n",
+ "
\n",
+ " \n",
+ " | 24830 | \n",
+ " 0.015100 | \n",
+ "
\n",
+ " \n",
+ " | 24840 | \n",
+ " 0.000900 | \n",
+ "
\n",
+ " \n",
+ " | 24850 | \n",
+ " 0.000900 | \n",
+ "
\n",
+ " \n",
+ " | 24860 | \n",
+ " 0.077400 | \n",
+ "
\n",
+ " \n",
+ " | 24870 | \n",
+ " 0.000500 | \n",
+ "
\n",
+ " \n",
+ " | 24880 | \n",
+ " 0.011100 | \n",
+ "
\n",
+ " \n",
+ " | 24890 | \n",
+ " 0.120500 | \n",
+ "
\n",
+ " \n",
+ " | 24900 | \n",
+ " 0.000200 | \n",
+ "
\n",
+ " \n",
+ " | 24910 | \n",
+ " 0.087900 | \n",
+ "
\n",
+ " \n",
+ " | 24920 | \n",
+ " 0.133900 | \n",
+ "
\n",
+ " \n",
+ " | 24930 | \n",
+ " 0.052000 | \n",
+ "
\n",
+ " \n",
+ " | 24940 | \n",
+ " 0.001100 | \n",
+ "
\n",
+ " \n",
+ " | 24950 | \n",
+ " 0.000300 | \n",
+ "
\n",
+ " \n",
+ " | 24960 | \n",
+ " 0.224300 | \n",
+ "
\n",
+ " \n",
+ " | 24970 | \n",
+ " 0.064400 | \n",
+ "
\n",
+ " \n",
+ " | 24980 | \n",
+ " 0.062700 | \n",
+ "
\n",
+ " \n",
+ " | 24990 | \n",
+ " 0.003500 | \n",
+ "
\n",
+ " \n",
+ " | 25000 | \n",
+ " 0.158400 | \n",
+ "
\n",
+ " \n",
+ " | 25010 | \n",
+ " 0.151100 | \n",
+ "
\n",
+ " \n",
+ " | 25020 | \n",
+ " 0.131400 | \n",
+ "
\n",
+ " \n",
+ " | 25030 | \n",
+ " 0.014300 | \n",
+ "
\n",
+ " \n",
+ " | 25040 | \n",
+ " 0.001900 | \n",
+ "
\n",
+ " \n",
+ " | 25050 | \n",
+ " 0.000400 | \n",
+ "
\n",
+ " \n",
+ " | 25060 | \n",
+ " 0.089000 | \n",
+ "
\n",
+ " \n",
+ " | 25070 | \n",
+ " 0.068500 | \n",
+ "
\n",
+ " \n",
+ " | 25080 | \n",
+ " 0.000600 | \n",
+ "
\n",
+ " \n",
+ " | 25090 | \n",
+ " 0.107800 | \n",
+ "
\n",
+ " \n",
+ " | 25100 | \n",
+ " 0.078000 | \n",
+ "
\n",
+ " \n",
+ " | 25110 | \n",
+ " 0.000300 | \n",
+ "
\n",
+ " \n",
+ " | 25120 | \n",
+ " 0.000400 | \n",
+ "
\n",
+ " \n",
+ " | 25130 | \n",
+ " 0.073600 | \n",
+ "
\n",
+ " \n",
+ " | 25140 | \n",
+ " 0.000700 | \n",
+ "
\n",
+ " \n",
+ " | 25150 | \n",
+ " 0.000400 | \n",
+ "
\n",
+ " \n",
+ " | 25160 | \n",
+ " 0.000300 | \n",
+ "
\n",
+ " \n",
+ " | 25170 | \n",
+ " 0.000200 | \n",
+ "
\n",
+ " \n",
+ " | 25180 | \n",
+ " 0.062100 | \n",
+ "
\n",
+ " \n",
+ " | 25190 | \n",
+ " 0.175500 | \n",
+ "
\n",
+ " \n",
+ " | 25200 | \n",
+ " 0.000400 | \n",
+ "
\n",
+ " \n",
+ " | 25210 | \n",
+ " 0.001200 | \n",
+ "
\n",
+ " \n",
+ " | 25220 | \n",
+ " 0.078700 | \n",
+ "
\n",
+ " \n",
+ " | 25230 | \n",
+ " 0.000600 | \n",
+ "
\n",
+ " \n",
+ " | 25240 | \n",
+ " 0.003200 | \n",
+ "
\n",
+ " \n",
+ " | 25250 | \n",
+ " 0.000800 | \n",
+ "
\n",
+ " \n",
+ " | 25260 | \n",
+ " 0.000600 | \n",
+ "
\n",
+ " \n",
+ " | 25270 | \n",
+ " 0.000200 | \n",
+ "
\n",
+ " \n",
+ " | 25280 | \n",
+ " 0.000300 | \n",
+ "
\n",
+ " \n",
+ " | 25290 | \n",
+ " 0.036200 | \n",
+ "
\n",
+ " \n",
+ " | 25300 | \n",
+ " 0.051500 | \n",
+ "
\n",
+ " \n",
+ " | 25310 | \n",
+ " 0.107000 | \n",
+ "
\n",
+ " \n",
+ " | 25320 | \n",
+ " 0.045100 | \n",
+ "
\n",
+ " \n",
+ " | 25330 | \n",
+ " 0.100700 | \n",
+ "
\n",
+ " \n",
+ " | 25340 | \n",
+ " 0.124900 | \n",
+ "
\n",
+ " \n",
+ " | 25350 | \n",
+ " 0.000700 | \n",
+ "
\n",
+ " \n",
+ " | 25360 | \n",
+ " 0.039700 | \n",
+ "
\n",
+ " \n",
+ " | 25370 | \n",
+ " 0.066400 | \n",
+ "
\n",
+ " \n",
+ " | 25380 | \n",
+ " 0.000500 | \n",
+ "
\n",
+ " \n",
+ " | 25390 | \n",
+ " 0.001300 | \n",
+ "
\n",
+ " \n",
+ " | 25400 | \n",
+ " 0.020900 | \n",
+ "
\n",
+ " \n",
+ " | 25410 | \n",
+ " 0.061000 | \n",
+ "
\n",
+ " \n",
+ " | 25420 | \n",
+ " 0.001200 | \n",
+ "
\n",
+ " \n",
+ " | 25430 | \n",
+ " 0.000400 | \n",
+ "
\n",
+ " \n",
+ " | 25440 | \n",
+ " 0.000300 | \n",
+ "
\n",
+ " \n",
+ " | 25450 | \n",
+ " 0.002000 | \n",
+ "
\n",
+ " \n",
+ " | 25460 | \n",
+ " 0.000100 | \n",
+ "
\n",
+ " \n",
+ " | 25470 | \n",
+ " 0.000100 | \n",
+ "
\n",
+ " \n",
+ " | 25480 | \n",
+ " 0.095800 | \n",
+ "
\n",
+ " \n",
+ " | 25490 | \n",
+ " 0.128800 | \n",
+ "
\n",
+ " \n",
+ " | 25500 | \n",
+ " 0.000100 | \n",
+ "
\n",
+ " \n",
+ " | 25510 | \n",
+ " 0.000100 | \n",
+ "
\n",
+ " \n",
+ " | 25520 | \n",
+ " 0.000100 | \n",
+ "
\n",
+ " \n",
+ " | 25530 | \n",
+ " 0.079600 | \n",
+ "
\n",
+ " \n",
+ " | 25540 | \n",
+ " 0.011100 | \n",
+ "
\n",
+ " \n",
+ " | 25550 | \n",
+ " 0.020100 | \n",
+ "
\n",
+ " \n",
+ " | 25560 | \n",
+ " 0.000100 | \n",
+ "
\n",
+ " \n",
+ " | 25570 | \n",
+ " 0.000000 | \n",
+ "
\n",
+ " \n",
+ " | 25580 | \n",
+ " 0.075500 | \n",
+ "
\n",
+ " \n",
+ " | 25590 | \n",
+ " 0.120100 | \n",
+ "
\n",
+ " \n",
+ " | 25600 | \n",
+ " 0.000100 | \n",
+ "
\n",
+ " \n",
+ " | 25610 | \n",
+ " 0.028900 | \n",
+ "
\n",
+ " \n",
+ " | 25620 | \n",
+ " 0.000200 | \n",
+ "
\n",
+ " \n",
+ " | 25630 | \n",
+ " 0.000200 | \n",
+ "
\n",
+ " \n",
+ " | 25640 | \n",
+ " 0.054700 | \n",
+ "
\n",
+ " \n",
+ " | 25650 | \n",
+ " 0.001200 | \n",
+ "
\n",
+ " \n",
+ " | 25660 | \n",
+ " 0.066200 | \n",
+ "
\n",
+ " \n",
+ " | 25670 | \n",
+ " 0.001200 | \n",
+ "
\n",
+ " \n",
+ " | 25680 | \n",
+ " 0.000300 | \n",
+ "
\n",
+ " \n",
+ " | 25690 | \n",
+ " 0.131800 | \n",
+ "
\n",
+ " \n",
+ " | 25700 | \n",
+ " 0.000100 | \n",
+ "
\n",
+ " \n",
+ " | 25710 | \n",
+ " 0.004500 | \n",
+ "
\n",
+ " \n",
+ " | 25720 | \n",
+ " 0.048400 | \n",
+ "
\n",
+ " \n",
+ " | 25730 | \n",
+ " 0.000100 | \n",
+ "
\n",
+ " \n",
+ " | 25740 | \n",
+ " 0.004900 | \n",
+ "
\n",
+ " \n",
+ " | 25750 | \n",
+ " 0.000200 | \n",
+ "
\n",
+ " \n",
+ " | 25760 | \n",
+ " 0.000100 | \n",
+ "
\n",
+ " \n",
+ " | 25770 | \n",
+ " 0.068000 | \n",
+ "
\n",
+ " \n",
+ " | 25780 | \n",
+ " 0.000500 | \n",
+ "
\n",
+ " \n",
+ " | 25790 | \n",
+ " 0.190300 | \n",
+ "
\n",
+ " \n",
+ " | 25800 | \n",
+ " 0.000600 | \n",
+ "
\n",
+ " \n",
+ " | 25810 | \n",
+ " 0.000500 | \n",
+ "
\n",
+ " \n",
+ " | 25820 | \n",
+ " 0.056300 | \n",
+ "
\n",
+ " \n",
+ " | 25830 | \n",
+ " 0.064300 | \n",
+ "
\n",
+ " \n",
+ " | 25840 | \n",
+ " 0.023900 | \n",
+ "
\n",
+ " \n",
+ " | 25850 | \n",
+ " 0.102600 | \n",
+ "
\n",
+ " \n",
+ " | 25860 | \n",
+ " 0.000700 | \n",
+ "
\n",
+ " \n",
+ " | 25870 | \n",
+ " 0.000600 | \n",
+ "
\n",
+ " \n",
+ " | 25880 | \n",
+ " 0.032600 | \n",
+ "
\n",
+ " \n",
+ " | 25890 | \n",
+ " 0.000600 | \n",
+ "
\n",
+ " \n",
+ " | 25900 | \n",
+ " 0.000300 | \n",
+ "
\n",
+ " \n",
+ " | 25910 | \n",
+ " 0.000900 | \n",
+ "
\n",
+ " \n",
+ " | 25920 | \n",
+ " 0.001300 | \n",
+ "
\n",
+ " \n",
+ " | 25930 | \n",
+ " 0.083800 | \n",
+ "
\n",
+ " \n",
+ " | 25940 | \n",
+ " 0.121300 | \n",
+ "
\n",
+ " \n",
+ " | 25950 | \n",
+ " 0.000100 | \n",
+ "
\n",
+ " \n",
+ " | 25960 | \n",
+ " 0.000300 | \n",
+ "
\n",
+ " \n",
+ " | 25970 | \n",
+ " 0.000300 | \n",
+ "
\n",
+ " \n",
+ " | 25980 | \n",
+ " 0.000200 | \n",
+ "
\n",
+ " \n",
+ " | 25990 | \n",
+ " 0.000200 | \n",
+ "
\n",
+ " \n",
+ " | 26000 | \n",
+ " 0.014800 | \n",
+ "
\n",
+ " \n",
+ " | 26010 | \n",
+ " 0.002500 | \n",
+ "
\n",
+ " \n",
+ " | 26020 | \n",
+ " 0.000200 | \n",
+ "
\n",
+ " \n",
+ " | 26030 | \n",
+ " 0.090100 | \n",
+ "
\n",
+ " \n",
+ " | 26040 | \n",
+ " 0.108200 | \n",
+ "
\n",
+ " \n",
+ " | 26050 | \n",
+ " 0.000200 | \n",
+ "
\n",
+ " \n",
+ " | 26060 | \n",
+ " 0.080400 | \n",
+ "
\n",
+ " \n",
+ " | 26070 | \n",
+ " 0.000500 | \n",
+ "
\n",
+ " \n",
+ " | 26080 | \n",
+ " 0.000300 | \n",
+ "
\n",
+ " \n",
+ " | 26090 | \n",
+ " 0.001200 | \n",
+ "
\n",
+ " \n",
+ " | 26100 | \n",
+ " 0.000600 | \n",
+ "
\n",
+ " \n",
+ " | 26110 | \n",
+ " 0.060500 | \n",
+ "
\n",
+ " \n",
+ " | 26120 | \n",
+ " 0.082600 | \n",
+ "
\n",
+ " \n",
+ " | 26130 | \n",
+ " 0.000900 | \n",
+ "
\n",
+ " \n",
+ " | 26140 | \n",
+ " 0.174400 | \n",
+ "
\n",
+ " \n",
+ " | 26150 | \n",
+ " 0.089400 | \n",
+ "
\n",
+ " \n",
+ " | 26160 | \n",
+ " 0.063700 | \n",
+ "
\n",
+ " \n",
+ " | 26170 | \n",
+ " 0.000200 | \n",
+ "
\n",
+ " \n",
+ " | 26180 | \n",
+ " 0.081600 | \n",
+ "
\n",
+ " \n",
+ " | 26190 | \n",
+ " 0.002500 | \n",
+ "
\n",
+ " \n",
+ " | 26200 | \n",
+ " 0.054500 | \n",
+ "
\n",
+ " \n",
+ " | 26210 | \n",
+ " 0.031700 | \n",
+ "
\n",
+ " \n",
+ " | 26220 | \n",
+ " 0.000500 | \n",
+ "
\n",
+ " \n",
+ " | 26230 | \n",
+ " 0.051900 | \n",
+ "
\n",
+ " \n",
+ " | 26240 | \n",
+ " 0.038500 | \n",
+ "
\n",
+ " \n",
+ " | 26250 | \n",
+ " 0.054800 | \n",
+ "
\n",
+ " \n",
+ " | 26260 | \n",
+ " 0.000500 | \n",
+ "
\n",
+ " \n",
+ " | 26270 | \n",
+ " 0.061900 | \n",
+ "
\n",
+ " \n",
+ " | 26280 | \n",
+ " 0.000400 | \n",
+ "
\n",
+ " \n",
+ " | 26290 | \n",
+ " 0.001300 | \n",
+ "
\n",
+ " \n",
+ " | 26300 | \n",
+ " 0.000800 | \n",
+ "
\n",
+ " \n",
+ " | 26310 | \n",
+ " 0.008700 | \n",
+ "
\n",
+ " \n",
+ " | 26320 | \n",
+ " 0.102000 | \n",
+ "
\n",
+ " \n",
+ " | 26330 | \n",
+ " 0.041000 | \n",
+ "
\n",
+ " \n",
+ " | 26340 | \n",
+ " 0.000600 | \n",
+ "
\n",
+ " \n",
+ " | 26350 | \n",
+ " 0.000100 | \n",
+ "
\n",
+ " \n",
+ " | 26360 | \n",
+ " 0.032400 | \n",
+ "
\n",
+ " \n",
+ " | 26370 | \n",
+ " 0.000600 | \n",
+ "
\n",
+ " \n",
+ " | 26380 | \n",
+ " 0.000400 | \n",
+ "
\n",
+ " \n",
+ " | 26390 | \n",
+ " 0.000900 | \n",
+ "
\n",
+ " \n",
+ " | 26400 | \n",
+ " 0.090400 | \n",
+ "
\n",
+ " \n",
+ " | 26410 | \n",
+ " 0.000500 | \n",
+ "
\n",
+ " \n",
+ " | 26420 | \n",
+ " 0.015900 | \n",
+ "
\n",
+ " \n",
+ " | 26430 | \n",
+ " 0.211400 | \n",
+ "
\n",
+ " \n",
+ " | 26440 | \n",
+ " 0.000600 | \n",
+ "
\n",
+ " \n",
+ " | 26450 | \n",
+ " 0.000700 | \n",
+ "
\n",
+ " \n",
+ " | 26460 | \n",
+ " 0.002100 | \n",
+ "
\n",
+ " \n",
+ " | 26470 | \n",
+ " 0.167900 | \n",
+ "
\n",
+ " \n",
+ " | 26480 | \n",
+ " 0.075300 | \n",
+ "
\n",
+ " \n",
+ " | 26490 | \n",
+ " 0.166600 | \n",
+ "
\n",
+ " \n",
+ " | 26500 | \n",
+ " 0.001500 | \n",
+ "
\n",
+ " \n",
+ " | 26510 | \n",
+ " 0.079400 | \n",
+ "
\n",
+ " \n",
+ " | 26520 | \n",
+ " 0.000400 | \n",
+ "
\n",
+ " \n",
+ " | 26530 | \n",
+ " 0.000700 | \n",
+ "
\n",
+ " \n",
+ " | 26540 | \n",
+ " 0.000600 | \n",
+ "
\n",
+ " \n",
+ " | 26550 | \n",
+ " 0.071900 | \n",
+ "
\n",
+ " \n",
+ " | 26560 | \n",
+ " 0.024500 | \n",
+ "
\n",
+ " \n",
+ " | 26570 | \n",
+ " 0.081800 | \n",
+ "
\n",
+ " \n",
+ " | 26580 | \n",
+ " 0.156600 | \n",
+ "
\n",
+ " \n",
+ " | 26590 | \n",
+ " 0.000100 | \n",
+ "
\n",
+ " \n",
+ " | 26600 | \n",
+ " 0.000900 | \n",
+ "
\n",
+ " \n",
+ " | 26610 | \n",
+ " 0.000500 | \n",
+ "
\n",
+ " \n",
+ " | 26620 | \n",
+ " 0.028300 | \n",
+ "
\n",
+ " \n",
+ " | 26630 | \n",
+ " 0.132300 | \n",
+ "
\n",
+ " \n",
+ " | 26640 | \n",
+ " 0.002600 | \n",
+ "
\n",
+ " \n",
+ " | 26650 | \n",
+ " 0.088700 | \n",
+ "
\n",
+ " \n",
+ " | 26660 | \n",
+ " 0.070800 | \n",
+ "
\n",
+ " \n",
+ " | 26670 | \n",
+ " 0.000600 | \n",
+ "
\n",
+ " \n",
+ " | 26680 | \n",
+ " 0.061500 | \n",
+ "
\n",
+ " \n",
+ " | 26690 | \n",
+ " 0.000500 | \n",
+ "
\n",
+ " \n",
+ " | 26700 | \n",
+ " 0.000800 | \n",
+ "
\n",
+ " \n",
+ " | 26710 | \n",
+ " 0.072200 | \n",
+ "
\n",
+ " \n",
+ " | 26720 | \n",
+ " 0.088400 | \n",
+ "
\n",
+ " \n",
+ " | 26730 | \n",
+ " 0.000400 | \n",
+ "
\n",
+ " \n",
+ " | 26740 | \n",
+ " 0.001400 | \n",
+ "
\n",
+ " \n",
+ " | 26750 | \n",
+ " 0.084300 | \n",
+ "
\n",
+ " \n",
+ " | 26760 | \n",
+ " 0.050700 | \n",
+ "
\n",
+ " \n",
+ " | 26770 | \n",
+ " 0.092900 | \n",
+ "
\n",
+ " \n",
+ " | 26780 | \n",
+ " 0.236200 | \n",
+ "
\n",
+ " \n",
+ " | 26790 | \n",
+ " 0.014900 | \n",
+ "
\n",
+ " \n",
+ " | 26800 | \n",
+ " 0.002100 | \n",
+ "
\n",
+ " \n",
+ " | 26810 | \n",
+ " 0.000800 | \n",
+ "
\n",
+ " \n",
+ " | 26820 | \n",
+ " 0.054400 | \n",
+ "
\n",
+ " \n",
+ " | 26830 | \n",
+ " 0.000400 | \n",
+ "
\n",
+ " \n",
+ " | 26840 | \n",
+ " 0.054600 | \n",
+ "
\n",
+ " \n",
+ " | 26850 | \n",
+ " 0.001300 | \n",
+ "
\n",
+ " \n",
+ " | 26860 | \n",
+ " 0.000200 | \n",
+ "
\n",
+ " \n",
+ " | 26870 | \n",
+ " 0.000300 | \n",
+ "
\n",
+ " \n",
+ " | 26880 | \n",
+ " 0.110600 | \n",
+ "
\n",
+ " \n",
+ " | 26890 | \n",
+ " 0.047400 | \n",
+ "
\n",
+ " \n",
+ " | 26900 | \n",
+ " 0.063800 | \n",
+ "
\n",
+ " \n",
+ " | 26910 | \n",
+ " 0.000900 | \n",
+ "
\n",
+ " \n",
+ " | 26920 | \n",
+ " 0.092200 | \n",
+ "
\n",
+ " \n",
+ " | 26930 | \n",
+ " 0.000700 | \n",
+ "
\n",
+ " \n",
+ " | 26940 | \n",
+ " 0.047500 | \n",
+ "
\n",
+ " \n",
+ " | 26950 | \n",
+ " 0.085800 | \n",
+ "
\n",
+ " \n",
+ " | 26960 | \n",
+ " 0.001000 | \n",
+ "
\n",
+ " \n",
+ " | 26970 | \n",
+ " 0.000300 | \n",
+ "
\n",
+ " \n",
+ " | 26980 | \n",
+ " 0.000400 | \n",
+ "
\n",
+ " \n",
+ " | 26990 | \n",
+ " 0.005100 | \n",
+ "
\n",
+ " \n",
+ " | 27000 | \n",
+ " 0.047500 | \n",
+ "
\n",
+ " \n",
+ " | 27010 | \n",
+ " 0.000500 | \n",
+ "
\n",
+ " \n",
+ " | 27020 | \n",
+ " 0.000100 | \n",
+ "
\n",
+ " \n",
+ " | 27030 | \n",
+ " 0.000500 | \n",
+ "
\n",
+ " \n",
+ " | 27040 | \n",
+ " 0.000100 | \n",
+ "
\n",
+ " \n",
+ " | 27050 | \n",
+ " 0.323100 | \n",
+ "
\n",
+ " \n",
+ " | 27060 | \n",
+ " 0.006600 | \n",
+ "
\n",
+ " \n",
+ " | 27070 | \n",
+ " 0.000800 | \n",
+ "
\n",
+ " \n",
+ " | 27080 | \n",
+ " 0.000600 | \n",
+ "
\n",
+ " \n",
+ " | 27090 | \n",
+ " 0.123100 | \n",
+ "
\n",
+ " \n",
+ " | 27100 | \n",
+ " 0.000200 | \n",
+ "
\n",
+ " \n",
+ " | 27110 | \n",
+ " 0.000700 | \n",
+ "
\n",
+ " \n",
+ " | 27120 | \n",
+ " 0.007000 | \n",
+ "
\n",
+ " \n",
+ " | 27130 | \n",
+ " 0.058900 | \n",
+ "
\n",
+ " \n",
+ " | 27140 | \n",
+ " 0.000500 | \n",
+ "
\n",
+ " \n",
+ " | 27150 | \n",
+ " 0.000700 | \n",
+ "
\n",
+ " \n",
+ " | 27160 | \n",
+ " 0.088000 | \n",
+ "
\n",
+ " \n",
+ " | 27170 | \n",
+ " 0.000400 | \n",
+ "
\n",
+ " \n",
+ " | 27180 | \n",
+ " 0.000400 | \n",
+ "
\n",
+ " \n",
+ " | 27190 | \n",
+ " 0.037700 | \n",
+ "
\n",
+ " \n",
+ " | 27200 | \n",
+ " 0.000300 | \n",
+ "
\n",
+ " \n",
+ " | 27210 | \n",
+ " 0.000100 | \n",
+ "
\n",
+ " \n",
+ " | 27220 | \n",
+ " 0.278400 | \n",
+ "
\n",
+ " \n",
+ " | 27230 | \n",
+ " 0.111600 | \n",
+ "
\n",
+ " \n",
+ " | 27240 | \n",
+ " 0.065500 | \n",
+ "
\n",
+ " \n",
+ " | 27250 | \n",
+ " 0.000600 | \n",
+ "
\n",
+ " \n",
+ " | 27260 | \n",
+ " 0.163800 | \n",
+ "
\n",
+ " \n",
+ " | 27270 | \n",
+ " 0.053600 | \n",
+ "
\n",
+ " \n",
+ " | 27280 | \n",
+ " 0.001300 | \n",
+ "
\n",
+ " \n",
+ " | 27290 | \n",
+ " 0.000100 | \n",
+ "
\n",
+ " \n",
+ " | 27300 | \n",
+ " 0.154000 | \n",
+ "
\n",
+ " \n",
+ " | 27310 | \n",
+ " 0.001800 | \n",
+ "
\n",
+ " \n",
+ " | 27320 | \n",
+ " 0.025500 | \n",
+ "
\n",
+ " \n",
+ " | 27330 | \n",
+ " 0.000400 | \n",
+ "
\n",
+ " \n",
+ " | 27340 | \n",
+ " 0.000100 | \n",
+ "
\n",
+ " \n",
+ " | 27350 | \n",
+ " 0.016800 | \n",
+ "
\n",
+ " \n",
+ " | 27360 | \n",
+ " 0.000600 | \n",
+ "
\n",
+ " \n",
+ " | 27370 | \n",
+ " 0.000200 | \n",
+ "
\n",
+ " \n",
+ " | 27380 | \n",
+ " 0.120100 | \n",
+ "
\n",
+ " \n",
+ " | 27390 | \n",
+ " 0.000300 | \n",
+ "
\n",
+ " \n",
+ " | 27400 | \n",
+ " 0.124900 | \n",
+ "
\n",
+ " \n",
+ " | 27410 | \n",
+ " 0.000300 | \n",
+ "
\n",
+ " \n",
+ " | 27420 | \n",
+ " 0.001400 | \n",
+ "
\n",
+ " \n",
+ " | 27430 | \n",
+ " 0.000700 | \n",
+ "
\n",
+ " \n",
+ " | 27440 | \n",
+ " 0.004200 | \n",
+ "
\n",
+ " \n",
+ " | 27450 | \n",
+ " 0.000100 | \n",
+ "
\n",
+ " \n",
+ " | 27460 | \n",
+ " 0.000100 | \n",
+ "
\n",
+ " \n",
+ " | 27470 | \n",
+ " 0.001500 | \n",
+ "
\n",
+ " \n",
+ " | 27480 | \n",
+ " 0.000100 | \n",
+ "
\n",
+ " \n",
+ " | 27490 | \n",
+ " 0.099200 | \n",
+ "
\n",
+ " \n",
+ " | 27500 | \n",
+ " 0.144600 | \n",
+ "
\n",
+ " \n",
+ " | 27510 | \n",
+ " 0.000300 | \n",
+ "
\n",
+ " \n",
+ " | 27520 | \n",
+ " 0.095600 | \n",
+ "
\n",
+ " \n",
+ " | 27530 | \n",
+ " 0.062200 | \n",
+ "
\n",
+ " \n",
+ " | 27540 | \n",
+ " 0.012700 | \n",
+ "
\n",
+ " \n",
+ " | 27550 | \n",
+ " 0.044300 | \n",
+ "
\n",
+ " \n",
+ " | 27560 | \n",
+ " 0.000300 | \n",
+ "
\n",
+ " \n",
+ " | 27570 | \n",
+ " 0.052700 | \n",
+ "
\n",
+ " \n",
+ " | 27580 | \n",
+ " 0.013100 | \n",
+ "
\n",
+ " \n",
+ " | 27590 | \n",
+ " 0.000400 | \n",
+ "
\n",
+ " \n",
+ " | 27600 | \n",
+ " 0.000100 | \n",
+ "
\n",
+ " \n",
+ " | 27610 | \n",
+ " 0.005800 | \n",
+ "
\n",
+ " \n",
+ " | 27620 | \n",
+ " 0.125000 | \n",
+ "
\n",
+ " \n",
+ " | 27630 | \n",
+ " 0.197300 | \n",
+ "
\n",
+ " \n",
+ " | 27640 | \n",
+ " 0.000500 | \n",
+ "
\n",
+ " \n",
+ " | 27650 | \n",
+ " 0.000300 | \n",
+ "
\n",
+ " \n",
+ " | 27660 | \n",
+ " 0.000300 | \n",
+ "
\n",
+ " \n",
+ " | 27670 | \n",
+ " 0.001500 | \n",
+ "
\n",
+ " \n",
+ " | 27680 | \n",
+ " 0.000100 | \n",
+ "
\n",
+ " \n",
+ " | 27690 | \n",
+ " 0.052400 | \n",
+ "
\n",
+ " \n",
+ " | 27700 | \n",
+ " 0.064300 | \n",
+ "
\n",
+ " \n",
+ " | 27710 | \n",
+ " 0.098700 | \n",
+ "
\n",
+ " \n",
+ " | 27720 | \n",
+ " 0.076100 | \n",
+ "
\n",
+ " \n",
+ " | 27730 | \n",
+ " 0.007000 | \n",
+ "
\n",
+ " \n",
+ " | 27740 | \n",
+ " 0.000300 | \n",
+ "
\n",
+ " \n",
+ " | 27750 | \n",
+ " 0.023400 | \n",
+ "
\n",
+ " \n",
+ " | 27760 | \n",
+ " 0.000100 | \n",
+ "
\n",
+ " \n",
+ " | 27770 | \n",
+ " 0.000500 | \n",
+ "
\n",
+ " \n",
+ " | 27780 | \n",
+ " 0.095300 | \n",
+ "
\n",
+ " \n",
+ " | 27790 | \n",
+ " 0.000100 | \n",
+ "
\n",
+ " \n",
+ " | 27800 | \n",
+ " 0.000500 | \n",
+ "
\n",
+ " \n",
+ " | 27810 | \n",
+ " 0.151300 | \n",
+ "
\n",
+ " \n",
+ " | 27820 | \n",
+ " 0.000200 | \n",
+ "
\n",
+ " \n",
+ " | 27830 | \n",
+ " 0.271000 | \n",
+ "
\n",
+ " \n",
+ " | 27840 | \n",
+ " 0.114400 | \n",
+ "
\n",
+ " \n",
+ " | 27850 | \n",
+ " 0.001000 | \n",
+ "
\n",
+ " \n",
+ " | 27860 | \n",
+ " 0.001000 | \n",
+ "
\n",
+ " \n",
+ " | 27870 | \n",
+ " 0.001800 | \n",
+ "
\n",
+ " \n",
+ " | 27880 | \n",
+ " 0.029100 | \n",
+ "
\n",
+ " \n",
+ " | 27890 | \n",
+ " 0.097100 | \n",
+ "
\n",
+ " \n",
+ " | 27900 | \n",
+ " 0.000300 | \n",
+ "
\n",
+ " \n",
+ " | 27910 | \n",
+ " 0.000400 | \n",
+ "
\n",
+ " \n",
+ " | 27920 | \n",
+ " 0.166500 | \n",
+ "
\n",
+ " \n",
+ " | 27930 | \n",
+ " 0.141100 | \n",
+ "
\n",
+ " \n",
+ " | 27940 | \n",
+ " 0.064600 | \n",
+ "
\n",
+ " \n",
+ " | 27950 | \n",
+ " 0.048500 | \n",
+ "
\n",
+ " \n",
+ " | 27960 | \n",
+ " 0.002400 | \n",
+ "
\n",
+ " \n",
+ " | 27970 | \n",
+ " 0.035900 | \n",
+ "
\n",
+ " \n",
+ " | 27980 | \n",
+ " 0.000200 | \n",
+ "
\n",
+ " \n",
+ " | 27990 | \n",
+ " 0.000200 | \n",
+ "
\n",
+ " \n",
+ " | 28000 | \n",
+ " 0.002000 | \n",
+ "
\n",
+ " \n",
+ " | 28010 | \n",
+ " 0.000100 | \n",
+ "
\n",
+ " \n",
+ " | 28020 | \n",
+ " 0.000100 | \n",
+ "
\n",
+ " \n",
+ " | 28030 | \n",
+ " 0.000400 | \n",
+ "
\n",
+ " \n",
+ " | 28040 | \n",
+ " 0.000100 | \n",
+ "
\n",
+ " \n",
+ " | 28050 | \n",
+ " 0.038400 | \n",
+ "
\n",
+ " \n",
+ " | 28060 | \n",
+ " 0.226300 | \n",
+ "
\n",
+ " \n",
+ " | 28070 | \n",
+ " 0.333200 | \n",
+ "
\n",
+ " \n",
+ " | 28080 | \n",
+ " 0.000400 | \n",
+ "
\n",
+ " \n",
+ " | 28090 | \n",
+ " 0.086900 | \n",
+ "
\n",
+ " \n",
+ " | 28100 | \n",
+ " 0.002700 | \n",
+ "
\n",
+ " \n",
+ " | 28110 | \n",
+ " 0.000600 | \n",
+ "
\n",
+ " \n",
+ " | 28120 | \n",
+ " 0.000300 | \n",
+ "
\n",
+ " \n",
+ " | 28130 | \n",
+ " 0.000200 | \n",
+ "
\n",
+ " \n",
+ " | 28140 | \n",
+ " 0.003100 | \n",
+ "
\n",
+ " \n",
+ " | 28150 | \n",
+ " 0.000300 | \n",
+ "
\n",
+ " \n",
+ " | 28160 | \n",
+ " 0.001000 | \n",
+ "
\n",
+ " \n",
+ " | 28170 | \n",
+ " 0.000200 | \n",
+ "
\n",
+ " \n",
+ " | 28180 | \n",
+ " 0.000100 | \n",
+ "
\n",
+ " \n",
+ " | 28190 | \n",
+ " 0.000100 | \n",
+ "
\n",
+ " \n",
+ " | 28200 | \n",
+ " 0.070100 | \n",
+ "
\n",
+ " \n",
+ " | 28210 | \n",
+ " 0.016300 | \n",
+ "
\n",
+ " \n",
+ " | 28220 | \n",
+ " 0.000100 | \n",
+ "
\n",
+ " \n",
+ " | 28230 | \n",
+ " 0.172700 | \n",
+ "
\n",
+ " \n",
+ " | 28240 | \n",
+ " 0.079900 | \n",
+ "
\n",
+ " \n",
+ " | 28250 | \n",
+ " 0.046700 | \n",
+ "
\n",
+ " \n",
+ " | 28260 | \n",
+ " 0.047800 | \n",
+ "
\n",
+ " \n",
+ " | 28270 | \n",
+ " 0.001200 | \n",
+ "
\n",
+ " \n",
+ " | 28280 | \n",
+ " 0.000800 | \n",
+ "
\n",
+ " \n",
+ " | 28290 | \n",
+ " 0.000300 | \n",
+ "
\n",
+ " \n",
+ " | 28300 | \n",
+ " 0.000300 | \n",
+ "
\n",
+ " \n",
+ " | 28310 | \n",
+ " 0.013100 | \n",
+ "
\n",
+ " \n",
+ " | 28320 | \n",
+ " 0.101200 | \n",
+ "
\n",
+ " \n",
+ " | 28330 | \n",
+ " 0.035200 | \n",
+ "
\n",
+ " \n",
+ " | 28340 | \n",
+ " 0.000100 | \n",
+ "
\n",
+ " \n",
+ " | 28350 | \n",
+ " 0.056800 | \n",
+ "
\n",
+ " \n",
+ " | 28360 | \n",
+ " 0.070900 | \n",
+ "
\n",
+ " \n",
+ " | 28370 | \n",
+ " 0.000200 | \n",
+ "
\n",
+ " \n",
+ " | 28380 | \n",
+ " 0.097800 | \n",
+ "
\n",
+ " \n",
+ " | 28390 | \n",
+ " 0.001200 | \n",
+ "
\n",
+ " \n",
+ " | 28400 | \n",
+ " 0.029300 | \n",
+ "
\n",
+ " \n",
+ " | 28410 | \n",
+ " 0.038100 | \n",
+ "
\n",
+ " \n",
+ " | 28420 | \n",
+ " 0.000300 | \n",
+ "
\n",
+ " \n",
+ " | 28430 | \n",
+ " 0.000100 | \n",
+ "
\n",
+ " \n",
+ " | 28440 | \n",
+ " 0.131900 | \n",
+ "
\n",
+ " \n",
+ " | 28450 | \n",
+ " 0.000200 | \n",
+ "
\n",
+ " \n",
+ " | 28460 | \n",
+ " 0.000100 | \n",
+ "
\n",
+ " \n",
+ " | 28470 | \n",
+ " 0.000200 | \n",
+ "
\n",
+ " \n",
+ " | 28480 | \n",
+ " 0.169100 | \n",
+ "
\n",
+ " \n",
+ " | 28490 | \n",
+ " 0.000700 | \n",
+ "
\n",
+ " \n",
+ " | 28500 | \n",
+ " 0.000300 | \n",
+ "
\n",
+ " \n",
+ " | 28510 | \n",
+ " 0.000200 | \n",
+ "
\n",
+ " \n",
+ " | 28520 | \n",
+ " 0.074200 | \n",
+ "
\n",
+ " \n",
+ " | 28530 | \n",
+ " 0.065800 | \n",
+ "
\n",
+ " \n",
+ " | 28540 | \n",
+ " 0.102000 | \n",
+ "
\n",
+ " \n",
+ " | 28550 | \n",
+ " 0.001300 | \n",
+ "
\n",
+ " \n",
+ " | 28560 | \n",
+ " 0.000400 | \n",
+ "
\n",
+ " \n",
+ " | 28570 | \n",
+ " 0.000800 | \n",
+ "
\n",
+ " \n",
+ " | 28580 | \n",
+ " 0.088000 | \n",
+ "
\n",
+ " \n",
+ " | 28590 | \n",
+ " 0.067800 | \n",
+ "
\n",
+ " \n",
+ " | 28600 | \n",
+ " 0.026800 | \n",
+ "
\n",
+ " \n",
+ " | 28610 | \n",
+ " 0.079100 | \n",
+ "
\n",
+ " \n",
+ " | 28620 | \n",
+ " 0.122900 | \n",
+ "
\n",
+ " \n",
+ " | 28630 | \n",
+ " 0.055900 | \n",
+ "
\n",
+ " \n",
+ " | 28640 | \n",
+ " 0.055800 | \n",
+ "
\n",
+ " \n",
+ " | 28650 | \n",
+ " 0.000400 | \n",
+ "
\n",
+ " \n",
+ " | 28660 | \n",
+ " 0.177800 | \n",
+ "
\n",
+ " \n",
+ " | 28670 | \n",
+ " 0.000100 | \n",
+ "
\n",
+ " \n",
+ " | 28680 | \n",
+ " 0.000200 | \n",
+ "
\n",
+ " \n",
+ " | 28690 | \n",
+ " 0.097600 | \n",
+ "
\n",
+ " \n",
+ " | 28700 | \n",
+ " 0.024700 | \n",
+ "
\n",
+ " \n",
+ " | 28710 | \n",
+ " 0.001500 | \n",
+ "
\n",
+ " \n",
+ " | 28720 | \n",
+ " 0.079400 | \n",
+ "
\n",
+ " \n",
+ " | 28730 | \n",
+ " 0.000300 | \n",
+ "
\n",
+ " \n",
+ " | 28740 | \n",
+ " 0.022400 | \n",
+ "
\n",
+ " \n",
+ " | 28750 | \n",
+ " 0.000700 | \n",
+ "
\n",
+ " \n",
+ " | 28760 | \n",
+ " 0.111700 | \n",
+ "
\n",
+ " \n",
+ " | 28770 | \n",
+ " 0.000500 | \n",
+ "
\n",
+ " \n",
+ " | 28780 | \n",
+ " 0.059200 | \n",
+ "
\n",
+ " \n",
+ " | 28790 | \n",
+ " 0.000200 | \n",
+ "
\n",
+ " \n",
+ " | 28800 | \n",
+ " 0.000200 | \n",
+ "
\n",
+ " \n",
+ " | 28810 | \n",
+ " 0.000300 | \n",
+ "
\n",
+ " \n",
+ " | 28820 | \n",
+ " 0.000800 | \n",
+ "
\n",
+ " \n",
+ " | 28830 | \n",
+ " 0.000300 | \n",
+ "
\n",
+ " \n",
+ " | 28840 | \n",
+ " 0.140500 | \n",
+ "
\n",
+ " \n",
+ " | 28850 | \n",
+ " 0.049000 | \n",
+ "
\n",
+ " \n",
+ " | 28860 | \n",
+ " 0.000300 | \n",
+ "
\n",
+ " \n",
+ " | 28870 | \n",
+ " 0.003100 | \n",
+ "
\n",
+ " \n",
+ " | 28880 | \n",
+ " 0.091700 | \n",
+ "
\n",
+ " \n",
+ " | 28890 | \n",
+ " 0.081600 | \n",
+ "
\n",
+ " \n",
+ " | 28900 | \n",
+ " 0.039900 | \n",
+ "
\n",
+ " \n",
+ " | 28910 | \n",
+ " 0.106800 | \n",
+ "
\n",
+ " \n",
+ " | 28920 | \n",
+ " 0.000300 | \n",
+ "
\n",
+ " \n",
+ " | 28930 | \n",
+ " 0.007100 | \n",
+ "
\n",
+ " \n",
+ " | 28940 | \n",
+ " 0.001400 | \n",
+ "
\n",
+ " \n",
+ " | 28950 | \n",
+ " 0.000300 | \n",
+ "
\n",
+ " \n",
+ " | 28960 | \n",
+ " 0.025800 | \n",
+ "
\n",
+ " \n",
+ " | 28970 | \n",
+ " 0.010000 | \n",
+ "
\n",
+ " \n",
+ " | 28980 | \n",
+ " 0.147300 | \n",
+ "
\n",
+ " \n",
+ " | 28990 | \n",
+ " 0.000200 | \n",
+ "
\n",
+ " \n",
+ " | 29000 | \n",
+ " 0.004400 | \n",
+ "
\n",
+ " \n",
+ " | 29010 | \n",
+ " 0.006300 | \n",
+ "
\n",
+ " \n",
+ " | 29020 | \n",
+ " 0.241300 | \n",
+ "
\n",
+ " \n",
+ " | 29030 | \n",
+ " 0.124300 | \n",
+ "
\n",
+ " \n",
+ " | 29040 | \n",
+ " 0.002000 | \n",
+ "
\n",
+ " \n",
+ " | 29050 | \n",
+ " 0.002300 | \n",
+ "
\n",
+ " \n",
+ " | 29060 | \n",
+ " 0.048600 | \n",
+ "
\n",
+ " \n",
+ " | 29070 | \n",
+ " 0.021900 | \n",
+ "
\n",
+ " \n",
+ " | 29080 | \n",
+ " 0.000700 | \n",
+ "
\n",
+ " \n",
+ " | 29090 | \n",
+ " 0.000700 | \n",
+ "
\n",
+ " \n",
+ " | 29100 | \n",
+ " 0.015900 | \n",
+ "
\n",
+ " \n",
+ " | 29110 | \n",
+ " 0.160500 | \n",
+ "
\n",
+ " \n",
+ " | 29120 | \n",
+ " 0.001000 | \n",
+ "
\n",
+ " \n",
+ " | 29130 | \n",
+ " 0.093300 | \n",
+ "
\n",
+ " \n",
+ " | 29140 | \n",
+ " 0.000800 | \n",
+ "
\n",
+ " \n",
+ " | 29150 | \n",
+ " 0.000400 | \n",
+ "
\n",
+ " \n",
+ " | 29160 | \n",
+ " 0.000400 | \n",
+ "
\n",
+ " \n",
+ " | 29170 | \n",
+ " 0.000200 | \n",
+ "
\n",
+ " \n",
+ " | 29180 | \n",
+ " 0.046400 | \n",
+ "
\n",
+ " \n",
+ " | 29190 | \n",
+ " 0.000500 | \n",
+ "
\n",
+ " \n",
+ " | 29200 | \n",
+ " 0.024800 | \n",
+ "
\n",
+ " \n",
+ " | 29210 | \n",
+ " 0.000100 | \n",
+ "
\n",
+ " \n",
+ " | 29220 | \n",
+ " 0.000500 | \n",
+ "
\n",
+ " \n",
+ " | 29230 | \n",
+ " 0.136200 | \n",
+ "
\n",
+ " \n",
+ " | 29240 | \n",
+ " 0.015800 | \n",
+ "
\n",
+ " \n",
+ " | 29250 | \n",
+ " 0.000300 | \n",
+ "
\n",
+ " \n",
+ " | 29260 | \n",
+ " 0.038900 | \n",
+ "
\n",
+ " \n",
+ " | 29270 | \n",
+ " 0.046500 | \n",
+ "
\n",
+ " \n",
+ " | 29280 | \n",
+ " 0.000200 | \n",
+ "
\n",
+ " \n",
+ " | 29290 | \n",
+ " 0.066100 | \n",
+ "
\n",
+ " \n",
+ " | 29300 | \n",
+ " 0.018500 | \n",
+ "
\n",
+ " \n",
+ " | 29310 | \n",
+ " 0.087700 | \n",
+ "
\n",
+ " \n",
+ " | 29320 | \n",
+ " 0.000600 | \n",
+ "
\n",
+ " \n",
+ " | 29330 | \n",
+ " 0.000800 | \n",
+ "
\n",
+ " \n",
+ " | 29340 | \n",
+ " 0.001200 | \n",
+ "
\n",
+ " \n",
+ " | 29350 | \n",
+ " 0.058000 | \n",
+ "
\n",
+ " \n",
+ " | 29360 | \n",
+ " 0.079500 | \n",
+ "
\n",
+ " \n",
+ " | 29370 | \n",
+ " 0.074800 | \n",
+ "
\n",
+ " \n",
+ " | 29380 | \n",
+ " 0.000700 | \n",
+ "
\n",
+ " \n",
+ " | 29390 | \n",
+ " 0.045600 | \n",
+ "
\n",
+ " \n",
+ " | 29400 | \n",
+ " 0.000100 | \n",
+ "
\n",
+ " \n",
+ " | 29410 | \n",
+ " 0.000100 | \n",
+ "
\n",
+ " \n",
+ " | 29420 | \n",
+ " 0.181700 | \n",
+ "
\n",
+ " \n",
+ " | 29430 | \n",
+ " 0.044900 | \n",
+ "
\n",
+ " \n",
+ " | 29440 | \n",
+ " 0.093200 | \n",
+ "
\n",
+ " \n",
+ " | 29450 | \n",
+ " 0.007800 | \n",
+ "
\n",
+ " \n",
+ " | 29460 | \n",
+ " 0.000500 | \n",
+ "
\n",
+ " \n",
+ " | 29470 | \n",
+ " 0.000700 | \n",
+ "
\n",
+ " \n",
+ " | 29480 | \n",
+ " 0.000700 | \n",
+ "
\n",
+ " \n",
+ " | 29490 | \n",
+ " 0.086800 | \n",
+ "
\n",
+ " \n",
+ " | 29500 | \n",
+ " 0.097900 | \n",
+ "
\n",
+ " \n",
+ " | 29510 | \n",
+ " 0.088300 | \n",
+ "
\n",
+ " \n",
+ " | 29520 | \n",
+ " 0.000200 | \n",
+ "
\n",
+ " \n",
+ " | 29530 | \n",
+ " 0.000100 | \n",
+ "
\n",
+ " \n",
+ " | 29540 | \n",
+ " 0.000100 | \n",
+ "
\n",
+ " \n",
+ " | 29550 | \n",
+ " 0.003700 | \n",
+ "
\n",
+ " \n",
+ " | 29560 | \n",
+ " 0.063400 | \n",
+ "
\n",
+ " \n",
+ " | 29570 | \n",
+ " 0.100900 | \n",
+ "
\n",
+ " \n",
+ " | 29580 | \n",
+ " 0.032700 | \n",
+ "
\n",
+ " \n",
+ " | 29590 | \n",
+ " 0.000500 | \n",
+ "
\n",
+ " \n",
+ " | 29600 | \n",
+ " 0.171600 | \n",
+ "
\n",
+ " \n",
+ " | 29610 | \n",
+ " 0.000200 | \n",
+ "
\n",
+ " \n",
+ " | 29620 | \n",
+ " 0.034400 | \n",
+ "
\n",
+ " \n",
+ " | 29630 | \n",
+ " 0.078500 | \n",
+ "
\n",
+ " \n",
+ " | 29640 | \n",
+ " 0.050200 | \n",
+ "
\n",
+ " \n",
+ " | 29650 | \n",
+ " 0.089500 | \n",
+ "
\n",
+ " \n",
+ " | 29660 | \n",
+ " 0.143000 | \n",
+ "
\n",
+ " \n",
+ " | 29670 | \n",
+ " 0.112800 | \n",
+ "
\n",
+ " \n",
+ " | 29680 | \n",
+ " 0.000200 | \n",
+ "
\n",
+ " \n",
+ " | 29690 | \n",
+ " 0.002400 | \n",
+ "
\n",
+ " \n",
+ " | 29700 | \n",
+ " 0.001600 | \n",
+ "
\n",
+ " \n",
+ " | 29710 | \n",
+ " 0.001900 | \n",
+ "
\n",
+ " \n",
+ " | 29720 | \n",
+ " 0.001400 | \n",
+ "
\n",
+ " \n",
+ " | 29730 | \n",
+ " 0.013600 | \n",
+ "
\n",
+ " \n",
+ " | 29740 | \n",
+ " 0.000100 | \n",
+ "
\n",
+ " \n",
+ " | 29750 | \n",
+ " 0.069300 | \n",
+ "
\n",
+ " \n",
+ " | 29760 | \n",
+ " 0.173600 | \n",
+ "
\n",
+ " \n",
+ " | 29770 | \n",
+ " 0.108000 | \n",
+ "
\n",
+ " \n",
+ " | 29780 | \n",
+ " 0.032000 | \n",
+ "
\n",
+ " \n",
+ " | 29790 | \n",
+ " 0.000500 | \n",
+ "
\n",
+ " \n",
+ " | 29800 | \n",
+ " 0.000500 | \n",
+ "
\n",
+ " \n",
+ " | 29810 | \n",
+ " 0.000100 | \n",
+ "
\n",
+ " \n",
+ " | 29820 | \n",
+ " 0.000600 | \n",
+ "
\n",
+ " \n",
+ " | 29830 | \n",
+ " 0.104500 | \n",
+ "
\n",
+ " \n",
+ " | 29840 | \n",
+ " 0.000100 | \n",
+ "
\n",
+ " \n",
+ " | 29850 | \n",
+ " 0.055900 | \n",
+ "
\n",
+ " \n",
+ " | 29860 | \n",
+ " 0.001100 | \n",
+ "
\n",
+ " \n",
+ " | 29870 | \n",
+ " 0.000300 | \n",
+ "
\n",
+ " \n",
+ " | 29880 | \n",
+ " 0.040000 | \n",
+ "
\n",
+ " \n",
+ " | 29890 | \n",
+ " 0.044700 | \n",
+ "
\n",
+ " \n",
+ " | 29900 | \n",
+ " 0.023700 | \n",
+ "
\n",
+ " \n",
+ " | 29910 | \n",
+ " 0.001100 | \n",
+ "
\n",
+ " \n",
+ " | 29920 | \n",
+ " 0.000600 | \n",
+ "
\n",
+ " \n",
+ " | 29930 | \n",
+ " 0.000400 | \n",
+ "
\n",
+ " \n",
+ " | 29940 | \n",
+ " 0.081900 | \n",
+ "
\n",
+ " \n",
+ " | 29950 | \n",
+ " 0.000100 | \n",
+ "
\n",
+ " \n",
+ " | 29960 | \n",
+ " 0.001300 | \n",
+ "
\n",
+ " \n",
+ " | 29970 | \n",
+ " 0.122200 | \n",
+ "
\n",
+ " \n",
+ " | 29980 | \n",
+ " 0.000100 | \n",
+ "
\n",
+ " \n",
+ " | 29990 | \n",
+ " 0.032200 | \n",
+ "
\n",
+ " \n",
+ " | 30000 | \n",
+ " 0.000700 | \n",
+ "
\n",
+ " \n",
+ " | 30010 | \n",
+ " 0.071500 | \n",
+ "
\n",
+ " \n",
+ " | 30020 | \n",
+ " 0.000100 | \n",
+ "
\n",
+ " \n",
+ " | 30030 | \n",
+ " 0.000100 | \n",
+ "
\n",
+ " \n",
+ " | 30040 | \n",
+ " 0.166100 | \n",
+ "
\n",
+ " \n",
+ " | 30050 | \n",
+ " 0.000200 | \n",
+ "
\n",
+ " \n",
+ " | 30060 | \n",
+ " 0.000300 | \n",
+ "
\n",
+ " \n",
+ " | 30070 | \n",
+ " 0.051000 | \n",
+ "
\n",
+ " \n",
+ " | 30080 | \n",
+ " 0.204400 | \n",
+ "
\n",
+ " \n",
+ " | 30090 | \n",
+ " 0.001900 | \n",
+ "
\n",
+ " \n",
+ " | 30100 | \n",
+ " 0.057500 | \n",
+ "
\n",
+ " \n",
+ " | 30110 | \n",
+ " 0.000500 | \n",
+ "
\n",
+ " \n",
+ " | 30120 | \n",
+ " 0.001000 | \n",
+ "
\n",
+ " \n",
+ " | 30130 | \n",
+ " 0.000300 | \n",
+ "
\n",
+ " \n",
+ " | 30140 | \n",
+ " 0.085000 | \n",
+ "
\n",
+ " \n",
+ " | 30150 | \n",
+ " 0.120800 | \n",
+ "
\n",
+ " \n",
+ " | 30160 | \n",
+ " 0.000600 | \n",
+ "
\n",
+ " \n",
+ " | 30170 | \n",
+ " 0.197400 | \n",
+ "
\n",
+ " \n",
+ " | 30180 | \n",
+ " 0.146900 | \n",
+ "
\n",
+ " \n",
+ " | 30190 | \n",
+ " 0.002200 | \n",
+ "
\n",
+ " \n",
+ " | 30200 | \n",
+ " 0.001600 | \n",
+ "
\n",
+ " \n",
+ " | 30210 | \n",
+ " 0.030200 | \n",
+ "
\n",
+ " \n",
+ " | 30220 | \n",
+ " 0.113100 | \n",
+ "
\n",
+ " \n",
+ " | 30230 | \n",
+ " 0.043200 | \n",
+ "
\n",
+ " \n",
+ " | 30240 | \n",
+ " 0.038400 | \n",
+ "
\n",
+ " \n",
+ " | 30250 | \n",
+ " 0.132700 | \n",
+ "
\n",
+ " \n",
+ " | 30260 | \n",
+ " 0.053100 | \n",
+ "
\n",
+ " \n",
+ " | 30270 | \n",
+ " 0.097000 | \n",
+ "
\n",
+ " \n",
+ " | 30280 | \n",
+ " 0.000600 | \n",
+ "
\n",
+ " \n",
+ " | 30290 | \n",
+ " 0.001000 | \n",
+ "
\n",
+ " \n",
+ " | 30300 | \n",
+ " 0.000700 | \n",
+ "
\n",
+ " \n",
+ " | 30310 | \n",
+ " 0.001900 | \n",
+ "
\n",
+ " \n",
+ " | 30320 | \n",
+ " 0.096200 | \n",
+ "
\n",
+ " \n",
+ " | 30330 | \n",
+ " 0.000100 | \n",
+ "
\n",
+ " \n",
+ " | 30340 | \n",
+ " 0.000200 | \n",
+ "
\n",
+ " \n",
+ " | 30350 | \n",
+ " 0.000100 | \n",
+ "
\n",
+ " \n",
+ " | 30360 | \n",
+ " 0.064800 | \n",
+ "
\n",
+ " \n",
+ " | 30370 | \n",
+ " 0.000500 | \n",
+ "
\n",
+ " \n",
+ " | 30380 | \n",
+ " 0.001200 | \n",
+ "
\n",
+ " \n",
+ " | 30390 | \n",
+ " 0.000300 | \n",
+ "
\n",
+ " \n",
+ " | 30400 | \n",
+ " 0.240300 | \n",
+ "
\n",
+ " \n",
+ " | 30410 | \n",
+ " 0.067300 | \n",
+ "
\n",
+ " \n",
+ " | 30420 | \n",
+ " 0.027400 | \n",
+ "
\n",
+ " \n",
+ " | 30430 | \n",
+ " 0.256700 | \n",
+ "
\n",
+ " \n",
+ " | 30440 | \n",
+ " 0.054300 | \n",
+ "
\n",
+ " \n",
+ " | 30450 | \n",
+ " 0.001900 | \n",
+ "
\n",
+ " \n",
+ " | 30460 | \n",
+ " 0.046300 | \n",
+ "
\n",
+ " \n",
+ " | 30470 | \n",
+ " 0.000300 | \n",
+ "
\n",
+ " \n",
+ " | 30480 | \n",
+ " 0.000200 | \n",
+ "
\n",
+ " \n",
+ " | 30490 | \n",
+ " 0.122100 | \n",
+ "
\n",
+ " \n",
+ " | 30500 | \n",
+ " 0.031600 | \n",
+ "
\n",
+ " \n",
+ " | 30510 | \n",
+ " 0.000400 | \n",
+ "
\n",
+ " \n",
+ " | 30520 | \n",
+ " 0.001800 | \n",
+ "
\n",
+ " \n",
+ " | 30530 | \n",
+ " 0.000200 | \n",
+ "
\n",
+ " \n",
+ " | 30540 | \n",
+ " 0.000200 | \n",
+ "
\n",
+ " \n",
+ " | 30550 | \n",
+ " 0.000500 | \n",
+ "
\n",
+ " \n",
+ " | 30560 | \n",
+ " 0.000100 | \n",
+ "
\n",
+ " \n",
+ " | 30570 | \n",
+ " 0.000700 | \n",
+ "
\n",
+ " \n",
+ " | 30580 | \n",
+ " 0.001000 | \n",
+ "
\n",
+ " \n",
+ " | 30590 | \n",
+ " 0.000000 | \n",
+ "
\n",
+ " \n",
+ " | 30600 | \n",
+ " 0.003200 | \n",
+ "
\n",
+ " \n",
+ " | 30610 | \n",
+ " 0.018500 | \n",
+ "
\n",
+ " \n",
+ " | 30620 | \n",
+ " 0.000200 | \n",
+ "
\n",
+ " \n",
+ " | 30630 | \n",
+ " 0.241300 | \n",
+ "
\n",
+ " \n",
+ " | 30640 | \n",
+ " 0.000100 | \n",
+ "
\n",
+ " \n",
+ " | 30650 | \n",
+ " 0.046700 | \n",
+ "
\n",
+ " \n",
+ " | 30660 | \n",
+ " 0.082300 | \n",
+ "
\n",
+ " \n",
+ " | 30670 | \n",
+ " 0.000500 | \n",
+ "
\n",
+ " \n",
+ " | 30680 | \n",
+ " 0.000800 | \n",
+ "
\n",
+ " \n",
+ " | 30690 | \n",
+ " 0.009600 | \n",
+ "
\n",
+ " \n",
+ " | 30700 | \n",
+ " 0.003400 | \n",
+ "
\n",
+ " \n",
+ " | 30710 | \n",
+ " 0.000100 | \n",
+ "
\n",
+ " \n",
+ " | 30720 | \n",
+ " 0.079300 | \n",
+ "
\n",
+ " \n",
+ " | 30730 | \n",
+ " 0.000100 | \n",
+ "
\n",
+ " \n",
+ " | 30740 | \n",
+ " 0.070500 | \n",
+ "
\n",
+ " \n",
+ " | 30750 | \n",
+ " 0.000700 | \n",
+ "
\n",
+ " \n",
+ " | 30760 | \n",
+ " 0.003600 | \n",
+ "
\n",
+ " \n",
+ " | 30770 | \n",
+ " 0.074900 | \n",
+ "
\n",
+ " \n",
+ " | 30780 | \n",
+ " 0.000100 | \n",
+ "
\n",
+ " \n",
+ " | 30790 | \n",
+ " 0.156200 | \n",
+ "
\n",
+ " \n",
+ " | 30800 | \n",
+ " 0.000100 | \n",
+ "
\n",
+ " \n",
+ " | 30810 | \n",
+ " 0.115800 | \n",
+ "
\n",
+ " \n",
+ " | 30820 | \n",
+ " 0.199000 | \n",
+ "
\n",
+ " \n",
+ " | 30830 | \n",
+ " 0.068700 | \n",
+ "
\n",
+ " \n",
+ " | 30840 | \n",
+ " 0.001000 | \n",
+ "
\n",
+ " \n",
+ " | 30850 | \n",
+ " 0.120300 | \n",
+ "
\n",
+ " \n",
+ " | 30860 | \n",
+ " 0.000300 | \n",
+ "
\n",
+ " \n",
+ " | 30870 | \n",
+ " 0.074200 | \n",
+ "
\n",
+ " \n",
+ " | 30880 | \n",
+ " 0.003400 | \n",
+ "
\n",
+ " \n",
+ " | 30890 | \n",
+ " 0.003300 | \n",
+ "
\n",
+ " \n",
+ " | 30900 | \n",
+ " 0.057500 | \n",
+ "
\n",
+ " \n",
+ " | 30910 | \n",
+ " 0.000400 | \n",
+ "
\n",
+ " \n",
+ " | 30920 | \n",
+ " 0.106200 | \n",
+ "
\n",
+ " \n",
+ " | 30930 | \n",
+ " 0.040800 | \n",
+ "
\n",
+ " \n",
+ " | 30940 | \n",
+ " 0.005800 | \n",
+ "
\n",
+ " \n",
+ " | 30950 | \n",
+ " 0.036700 | \n",
+ "
\n",
+ " \n",
+ " | 30960 | \n",
+ " 0.175100 | \n",
+ "
\n",
+ " \n",
+ " | 30970 | \n",
+ " 0.000400 | \n",
+ "
\n",
+ " \n",
+ " | 30980 | \n",
+ " 0.023400 | \n",
+ "
\n",
+ " \n",
+ " | 30990 | \n",
+ " 0.053200 | \n",
+ "
\n",
+ " \n",
+ " | 31000 | \n",
+ " 0.165300 | \n",
+ "
\n",
+ " \n",
+ " | 31010 | \n",
+ " 0.058500 | \n",
+ "
\n",
+ " \n",
+ " | 31020 | \n",
+ " 0.139400 | \n",
+ "
\n",
+ " \n",
+ " | 31030 | \n",
+ " 0.001400 | \n",
+ "
\n",
+ " \n",
+ " | 31040 | \n",
+ " 0.000600 | \n",
+ "
\n",
+ " \n",
+ " | 31050 | \n",
+ " 0.000700 | \n",
+ "
\n",
+ " \n",
+ " | 31060 | \n",
+ " 0.057300 | \n",
+ "
\n",
+ " \n",
+ " | 31070 | \n",
+ " 0.063500 | \n",
+ "
\n",
+ " \n",
+ " | 31080 | \n",
+ " 0.050600 | \n",
+ "
\n",
+ " \n",
+ " | 31090 | \n",
+ " 0.021900 | \n",
+ "
\n",
+ " \n",
+ " | 31100 | \n",
+ " 0.030300 | \n",
+ "
\n",
+ " \n",
+ " | 31110 | \n",
+ " 0.001200 | \n",
+ "
\n",
+ " \n",
+ " | 31120 | \n",
+ " 0.106400 | \n",
+ "
\n",
+ " \n",
+ " | 31130 | \n",
+ " 0.005400 | \n",
+ "
\n",
+ " \n",
+ " | 31140 | \n",
+ " 0.002700 | \n",
+ "
\n",
+ " \n",
+ " | 31150 | \n",
+ " 0.002100 | \n",
+ "
\n",
+ " \n",
+ " | 31160 | \n",
+ " 0.000500 | \n",
+ "
\n",
+ " \n",
+ " | 31170 | \n",
+ " 0.000300 | \n",
+ "
\n",
+ " \n",
+ " | 31180 | \n",
+ " 0.058000 | \n",
+ "
\n",
+ " \n",
+ " | 31190 | \n",
+ " 0.000100 | \n",
+ "
\n",
+ " \n",
+ " | 31200 | \n",
+ " 0.000100 | \n",
+ "
\n",
+ " \n",
+ " | 31210 | \n",
+ " 0.000100 | \n",
+ "
\n",
+ " \n",
+ " | 31220 | \n",
+ " 0.117100 | \n",
+ "
\n",
+ " \n",
+ " | 31230 | \n",
+ " 0.003600 | \n",
+ "
\n",
+ " \n",
+ " | 31240 | \n",
+ " 0.033500 | \n",
+ "
\n",
+ " \n",
+ " | 31250 | \n",
+ " 0.001500 | \n",
+ "
\n",
+ " \n",
+ " | 31260 | \n",
+ " 0.002900 | \n",
+ "
\n",
+ " \n",
+ " | 31270 | \n",
+ " 0.000200 | \n",
+ "
\n",
+ " \n",
+ " | 31280 | \n",
+ " 0.004200 | \n",
+ "
\n",
+ " \n",
+ " | 31290 | \n",
+ " 0.059400 | \n",
+ "
\n",
+ " \n",
+ " | 31300 | \n",
+ " 0.050600 | \n",
+ "
\n",
+ " \n",
+ " | 31310 | \n",
+ " 0.132700 | \n",
+ "
\n",
+ " \n",
+ " | 31320 | \n",
+ " 0.005000 | \n",
+ "
\n",
+ " \n",
+ " | 31330 | \n",
+ " 0.006200 | \n",
+ "
\n",
+ " \n",
+ " | 31340 | \n",
+ " 0.002300 | \n",
+ "
\n",
+ " \n",
+ " | 31350 | \n",
+ " 0.000400 | \n",
+ "
\n",
+ " \n",
+ " | 31360 | \n",
+ " 0.023800 | \n",
+ "
\n",
+ " \n",
+ " | 31370 | \n",
+ " 0.000000 | \n",
+ "
\n",
+ " \n",
+ " | 31380 | \n",
+ " 0.002700 | \n",
+ "
\n",
+ " \n",
+ " | 31390 | \n",
+ " 0.000000 | \n",
+ "
\n",
+ " \n",
+ " | 31400 | \n",
+ " 0.000100 | \n",
+ "
\n",
+ " \n",
+ " | 31410 | \n",
+ " 0.000100 | \n",
+ "
\n",
+ " \n",
+ " | 31420 | \n",
+ " 0.000300 | \n",
+ "
\n",
+ " \n",
+ " | 31430 | \n",
+ " 0.000200 | \n",
+ "
\n",
+ " \n",
+ " | 31440 | \n",
+ " 0.149400 | \n",
+ "
\n",
+ " \n",
+ " | 31450 | \n",
+ " 0.041300 | \n",
+ "
\n",
+ " \n",
+ " | 31460 | \n",
+ " 0.000700 | \n",
+ "
\n",
+ " \n",
+ " | 31470 | \n",
+ " 0.000100 | \n",
+ "
\n",
+ " \n",
+ " | 31480 | \n",
+ " 0.116900 | \n",
+ "
\n",
+ " \n",
+ " | 31490 | \n",
+ " 0.100600 | \n",
+ "
\n",
+ " \n",
+ " | 31500 | \n",
+ " 0.000100 | \n",
+ "
\n",
+ " \n",
+ " | 31510 | \n",
+ " 0.016800 | \n",
+ "
\n",
+ " \n",
+ " | 31520 | \n",
+ " 0.002000 | \n",
+ "
\n",
+ " \n",
+ " | 31530 | \n",
+ " 0.207700 | \n",
+ "
\n",
+ " \n",
+ " | 31540 | \n",
+ " 0.000200 | \n",
+ "
\n",
+ " \n",
+ " | 31550 | \n",
+ " 0.064500 | \n",
+ "
\n",
+ " \n",
+ " | 31560 | \n",
+ " 0.000300 | \n",
+ "
\n",
+ " \n",
+ " | 31570 | \n",
+ " 0.043800 | \n",
+ "
\n",
+ " \n",
+ " | 31580 | \n",
+ " 0.092300 | \n",
+ "
\n",
+ " \n",
+ " | 31590 | \n",
+ " 0.000300 | \n",
+ "
\n",
+ " \n",
+ " | 31600 | \n",
+ " 0.057500 | \n",
+ "
\n",
+ " \n",
+ " | 31610 | \n",
+ " 0.072500 | \n",
+ "
\n",
+ " \n",
+ " | 31620 | \n",
+ " 0.000700 | \n",
+ "
\n",
+ " \n",
+ " | 31630 | \n",
+ " 0.000700 | \n",
+ "
\n",
+ " \n",
+ " | 31640 | \n",
+ " 0.000200 | \n",
+ "
\n",
+ " \n",
+ " | 31650 | \n",
+ " 0.058200 | \n",
+ "
\n",
+ " \n",
+ " | 31660 | \n",
+ " 0.134500 | \n",
+ "
\n",
+ " \n",
+ " | 31670 | \n",
+ " 0.000100 | \n",
+ "
\n",
+ " \n",
+ " | 31680 | \n",
+ " 0.000600 | \n",
+ "
\n",
+ " \n",
+ " | 31690 | \n",
+ " 0.001200 | \n",
+ "
\n",
+ " \n",
+ " | 31700 | \n",
+ " 0.079600 | \n",
+ "
\n",
+ " \n",
+ " | 31710 | \n",
+ " 0.140400 | \n",
+ "
\n",
+ " \n",
+ " | 31720 | \n",
+ " 0.000800 | \n",
+ "
\n",
+ " \n",
+ " | 31730 | \n",
+ " 0.000500 | \n",
+ "
\n",
+ " \n",
+ " | 31740 | \n",
+ " 0.000300 | \n",
+ "
\n",
+ " \n",
+ " | 31750 | \n",
+ " 0.039600 | \n",
+ "
\n",
+ " \n",
+ " | 31760 | \n",
+ " 0.118900 | \n",
+ "
\n",
+ " \n",
+ " | 31770 | \n",
+ " 0.000300 | \n",
+ "
\n",
+ " \n",
+ " | 31780 | \n",
+ " 0.000400 | \n",
+ "
\n",
+ " \n",
+ " | 31790 | \n",
+ " 0.000300 | \n",
+ "
\n",
+ " \n",
+ " | 31800 | \n",
+ " 0.059700 | \n",
+ "
\n",
+ " \n",
+ " | 31810 | \n",
+ " 0.000200 | \n",
+ "
\n",
+ " \n",
+ " | 31820 | \n",
+ " 0.101700 | \n",
+ "
\n",
+ " \n",
+ " | 31830 | \n",
+ " 0.000400 | \n",
+ "
\n",
+ " \n",
+ " | 31840 | \n",
+ " 0.037700 | \n",
+ "
\n",
+ " \n",
+ " | 31850 | \n",
+ " 0.000300 | \n",
+ "
\n",
+ " \n",
+ " | 31860 | \n",
+ " 0.076700 | \n",
+ "
\n",
+ " \n",
+ " | 31870 | \n",
+ " 0.001400 | \n",
+ "
\n",
+ " \n",
+ " | 31880 | \n",
+ " 0.001000 | \n",
+ "
\n",
+ " \n",
+ " | 31890 | \n",
+ " 0.134400 | \n",
+ "
\n",
+ " \n",
+ " | 31900 | \n",
+ " 0.043100 | \n",
+ "
\n",
+ " \n",
+ " | 31910 | \n",
+ " 0.013800 | \n",
+ "
\n",
+ " \n",
+ " | 31920 | \n",
+ " 0.000800 | \n",
+ "
\n",
+ " \n",
+ " | 31930 | \n",
+ " 0.000200 | \n",
+ "
\n",
+ " \n",
+ " | 31940 | \n",
+ " 0.143500 | \n",
+ "
\n",
+ " \n",
+ " | 31950 | \n",
+ " 0.004400 | \n",
+ "
\n",
+ " \n",
+ " | 31960 | \n",
+ " 0.002700 | \n",
+ "
\n",
+ " \n",
+ " | 31970 | \n",
+ " 0.147300 | \n",
+ "
\n",
+ " \n",
+ " | 31980 | \n",
+ " 0.367600 | \n",
+ "
\n",
+ " \n",
+ " | 31990 | \n",
+ " 0.002300 | \n",
+ "
\n",
+ " \n",
+ " | 32000 | \n",
+ " 0.088000 | \n",
+ "
\n",
+ " \n",
+ " | 32010 | \n",
+ " 0.073100 | \n",
+ "
\n",
+ " \n",
+ " | 32020 | \n",
+ " 0.191200 | \n",
+ "
\n",
+ " \n",
+ " | 32030 | \n",
+ " 0.055700 | \n",
+ "
\n",
+ " \n",
+ " | 32040 | \n",
+ " 0.001500 | \n",
+ "
\n",
+ " \n",
+ " | 32050 | \n",
+ " 0.000600 | \n",
+ "
\n",
+ " \n",
+ " | 32060 | \n",
+ " 0.040500 | \n",
+ "
\n",
+ " \n",
+ " | 32070 | \n",
+ " 0.004200 | \n",
+ "
\n",
+ " \n",
+ " | 32080 | \n",
+ " 0.084300 | \n",
+ "
\n",
+ " \n",
+ " | 32090 | \n",
+ " 0.100400 | \n",
+ "
\n",
+ " \n",
+ " | 32100 | \n",
+ " 0.099300 | \n",
+ "
\n",
+ " \n",
+ " | 32110 | \n",
+ " 0.134900 | \n",
+ "
\n",
+ " \n",
+ " | 32120 | \n",
+ " 0.006100 | \n",
+ "
\n",
+ " \n",
+ " | 32130 | \n",
+ " 0.000400 | \n",
+ "
\n",
+ " \n",
+ " | 32140 | \n",
+ " 0.038200 | \n",
+ "
\n",
+ " \n",
+ " | 32150 | \n",
+ " 0.000200 | \n",
+ "
\n",
+ " \n",
+ " | 32160 | \n",
+ " 0.016400 | \n",
+ "
\n",
+ " \n",
+ " | 32170 | \n",
+ " 0.070700 | \n",
+ "
\n",
+ " \n",
+ " | 32180 | \n",
+ " 0.052400 | \n",
+ "
\n",
+ " \n",
+ " | 32190 | \n",
+ " 0.033700 | \n",
+ "
\n",
+ " \n",
+ " | 32200 | \n",
+ " 0.092200 | \n",
+ "
\n",
+ " \n",
+ " | 32210 | \n",
+ " 0.000900 | \n",
+ "
\n",
+ " \n",
+ " | 32220 | \n",
+ " 0.000500 | \n",
+ "
\n",
+ " \n",
+ " | 32230 | \n",
+ " 0.070100 | \n",
+ "
\n",
+ " \n",
+ " | 32240 | \n",
+ " 0.003400 | \n",
+ "
\n",
+ " \n",
+ " | 32250 | \n",
+ " 0.082000 | \n",
+ "
\n",
+ " \n",
+ " | 32260 | \n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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+ " | 36430 | \n",
+ " 0.000900 | \n",
+ "
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
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\n",
+ " \n",
+ " | 43000 | \n",
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\n",
+ " \n",
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\n",
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\n",
+ " \n",
+ " | 43120 | \n",
+ " 0.005200 | \n",
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\n",
+ " \n",
+ " | 43130 | \n",
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+ " \n",
+ "
"
+ ]
+ },
+ "metadata": {}
+ },
+ {
+ "output_type": "stream",
+ "name": "stdout",
+ "text": [
+ "Training complete! Saving model...\n",
+ "Model saved successfully!\n",
+ "Final evaluation on test data:\n"
+ ]
+ },
+ {
+ "output_type": "display_data",
+ "data": {
+ "text/plain": [
+ ""
+ ],
+ "text/html": [
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+ " \n",
+ " \n",
+ "
\n",
+ " [1351/1351 02:50]\n",
+ "