diff --git "a/Qwen_14B_UPDATED_SAMPLING+TRAINING_A30.ipynb" "b/Qwen_14B_UPDATED_SAMPLING+TRAINING_A30.ipynb"
deleted file mode 100644--- "a/Qwen_14B_UPDATED_SAMPLING+TRAINING_A30.ipynb"
+++ /dev/null
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-          "output_type": "display_data",
-          "data": {
-            "text/plain": [
-              "VBox(children=(HTML(value='<center> <img\\nsrc=https://huggingface.co/front/assets/huggingface_logo-noborder.sv…"
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-      "source": [
-        "from huggingface_hub import notebook_login\n",
-        "notebook_login()"
-      ]
-    },
-    {
-      "cell_type": "markdown",
-      "source": [
-        "#**DATASET SAMPLING**"
-      ],
-      "metadata": {
-        "id": "peDp021z-wam"
-      }
-    },
-    {
-      "cell_type": "code",
-      "source": [
-        "from huggingface_hub import hf_hub_download\n",
-        "import pandas as pd\n",
-        "def load_csv_from_hf(repo, csv_file):\n",
-        "    local_path = hf_hub_download(repo_id=repo, filename=csv_file, repo_type=\"dataset\")\n",
-        "    return pd.read_csv(local_path)"
-      ],
-      "metadata": {
-        "id": "Q_ZTPSjE0Ex1"
-      },
-      "execution_count": 2,
-      "outputs": []
-    },
-    {
-      "cell_type": "code",
-      "source": [
-        "df_01 = load_csv_from_hf(\"1-800-LLMs/Data-Collection-Fixed\", \"DATASET-1-IndiaLAW.csv\")\n",
-        "df_02 = load_csv_from_hf(\"1-800-LLMs/Data-Collection-Fixed\", \"DATASET-2-BioInstruct.csv\")\n",
-        "df_03 = load_csv_from_hf(\"1-800-LLMs/Data-Collection-Fixed\", \"DATASET-3-METAMath.csv\")\n",
-        "df_04 = load_csv_from_hf(\"1-800-LLMs/Data-Collection-Fixed\", \"DATASET-4-MATHHard.csv\")\n",
-        "df_05 = load_csv_from_hf(\"1-800-LLMs/Data-Collection-Fixed\", \"DATASET-5-MATHEasy.csv\")\n",
-        "df_06 = load_csv_from_hf(\"1-800-LLMs/Data-Collection-Fixed\", \"DATASET-6-ARCc.csv\")\n",
-        "df_07 = load_csv_from_hf(\"1-800-LLMs/Data-Collection-Fixed\", \"DATASET-7-ARCe.csv\")\n",
-        "df_08 = load_csv_from_hf(\"1-800-LLMs/Data-Collection-Fixed\", \"DATASET-8-WinograndeXL.csv\")\n",
-        "df_09 = load_csv_from_hf(\"1-800-LLMs/Data-Collection-Fixed\", \"DATASET-9-PIQA.csv\")\n",
-        "df_10 = load_csv_from_hf(\"1-800-LLMs/Data-Collection-Fixed\", \"DATASET-10-SIQA.csv\")\n",
-        "df_11 = load_csv_from_hf(\"1-800-LLMs/Data-Collection-Fixed\", \"DATASET-11-IndiaTravel.csv\")\n",
-        "df_12 = load_csv_from_hf(\"1-800-LLMs/Data-Collection-Fixed\", \"DATASET-12-IndiaTAX.csv\")\n",
-        "df_13 = load_csv_from_hf(\"1-800-LLMs/Data-Collection-Fixed\", \"DATASET-13-IndiaRecipe.csv\")\n",
-        "df_14 = load_csv_from_hf(\"1-800-LLMs/Data-Collection-Fixed\", \"DATASET-14-MBPP.csv\")\n",
-        "df_15 = load_csv_from_hf(\"1-800-LLMs/Data-Collection-Fixed\", \"DATASET-15-MedMCQA.csv\")\n",
-        "df_16 = load_csv_from_hf(\"1-800-LLMs/Data-Collection-Fixed\", \"DATASET-16-ContextMCQ.csv\")\n",
-        "df_17 = load_csv_from_hf(\"1-800-LLMs/Data-Collection-Fixed\", \"DATASET-17-MATHQA.csv\")\n",
-        "df_18 = load_csv_from_hf(\"1-800-LLMs/Data-Collection-Fixed\", \"DATASET-18-XLSum.csv\")\n",
-        "df_19 = load_csv_from_hf(\"1-800-LLMs/Data-Collection-Fixed\", \"DATASET-19-indicXNLI.csv\")\n",
-        "df_20 = load_csv_from_hf(\"1-800-LLMs/Data-Collection-Fixed\", \"DATASET-20-OrcMath.csv\")\n",
-        "df_21 = load_csv_from_hf(\"1-800-LLMs/Data-Collection-Fixed\", \"DATASET-21-GSM8K.csv\")\n",
-        "df_22 = load_csv_from_hf(\"1-800-LLMs/Data-Collection-Fixed\", \"DATASET-22-BoolQ.csv\")\n",
-        "df_23 = load_csv_from_hf(\"1-800-LLMs/Data-Collection-Fixed\", \"DATASET-23-AyaTranslate.csv\")\n",
-        "df_24 = load_csv_from_hf(\"1-800-LLMs/Data-Collection-Fixed\", \"DATASET-24-AyaParaphrase.csv\")\n",
-        "df_25 = load_csv_from_hf(\"1-800-LLMs/Data-Collection-Fixed\", \"DATASET-25-AyaSimplify.csv\")\n",
-        "df_26 = load_csv_from_hf(\"1-800-LLMs/Data-Collection-Fixed\", \"DATASET-26-CamelPhysics.csv\")\n",
-        "df_27 = load_csv_from_hf(\"1-800-LLMs/Data-Collection-Fixed\", \"DATASET-27-CamelChemistry.csv\")\n",
-        "df_28 = load_csv_from_hf(\"1-800-LLMs/Data-Collection-Fixed\", \"DATASET-28-CamelBiology.csv\")\n",
-        "df_29 = load_csv_from_hf(\"1-800-LLMs/Data-Collection-Fixed\", \"DATASET-29-camelMath.csv\")\n",
-        "df_30 = load_csv_from_hf(\"1-800-LLMs/Data-Collection-Fixed\", \"DATASET-30-MGSM.csv\")\n",
-        "df_31 = load_csv_from_hf(\"1-800-LLMs/Data-Collection-Fixed\", \"DATASET-31-UpscFaq.csv\")\n",
-        "df_32 = load_csv_from_hf(\"1-800-LLMs/Data-Collection-Fixed\", \"DATASET-32-MmluDev.csv\")"
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-              "DATASET-20-OrcMath.csv:   0%|          | 0.00/737M [00:00<?, ?B/s]"
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-              "DATASET-26-CamelPhysics.csv:   0%|          | 0.00/170M [00:00<?, ?B/s]"
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-    {
-      "cell_type": "code",
-      "source": [
-        "print(df_01.columns)\n",
-        "print(df_02.columns)\n",
-        "print(df_03.columns)\n",
-        "print(df_04.columns)\n",
-        "print(df_05.columns)\n",
-        "print(df_06.columns)\n",
-        "print(df_07.columns)\n",
-        "print(df_08.columns)\n",
-        "print(df_09.columns)\n",
-        "print(df_10.columns)\n",
-        "print(df_11.columns)\n",
-        "print(df_12.columns)\n",
-        "print(df_13.columns)\n",
-        "print(df_14.columns)\n",
-        "print(df_15.columns)\n",
-        "print(df_16.columns)\n",
-        "print(df_17.columns)\n",
-        "print(df_18.columns)\n",
-        "print(df_19.columns)\n",
-        "print(df_20.columns)\n",
-        "print(df_21.columns)\n",
-        "print(df_22.columns)\n",
-        "print(df_23.columns)\n",
-        "print(df_24.columns)\n",
-        "print(df_25.columns)\n",
-        "print(df_26.columns)\n",
-        "print(df_27.columns)\n",
-        "print(df_28.columns)\n",
-        "print(df_29.columns)\n",
-        "print(df_30.columns)\n",
-        "print(df_31.columns)\n",
-        "print(df_32.columns)"
-      ],
-      "metadata": {
-        "id": "OZu3eO72cQjd",
-        "colab": {
-          "base_uri": "https://localhost:8080/"
-        },
-        "outputId": "b31a3553-750b-498c-c791-c113ebac4bf2"
-      },
-      "execution_count": 4,
-      "outputs": [
-        {
-          "output_type": "stream",
-          "name": "stdout",
-          "text": [
-            "Index(['Input', 'Output', 'LANG'], dtype='object')\n",
-            "Index(['Input', 'Output', 'LANG'], dtype='object')\n",
-            "Index(['Input', 'Output', 'LANG'], dtype='object')\n",
-            "Index(['Input', 'Output', 'type', 'LANG'], dtype='object')\n",
-            "Index(['Input', 'Output', 'type', 'LANG'], dtype='object')\n",
-            "Index(['Input', 'Output', 'LANG'], dtype='object')\n",
-            "Index(['Input', 'Output', 'LANG'], dtype='object')\n",
-            "Index(['Input', 'Output', 'LANG'], dtype='object')\n",
-            "Index(['Input', 'Output', 'LANG'], dtype='object')\n",
-            "Index(['Input', 'Output', 'LANG'], dtype='object')\n",
-            "Index(['Input', 'Output', 'LANG'], dtype='object')\n",
-            "Index(['Input', 'Output', 'LANG'], dtype='object')\n",
-            "Index(['Input', 'Output', 'LANG'], dtype='object')\n",
-            "Index(['Input', 'Output', 'LANG'], dtype='object')\n",
-            "Index(['Input', 'Output', 'subject_name', 'LANG'], dtype='object')\n",
-            "Index(['Input', 'Output', 'LANG'], dtype='object')\n",
-            "Index(['Input', 'Output', 'LANG'], dtype='object')\n",
-            "Index(['Input', 'Output', 'LANG'], dtype='object')\n",
-            "Index(['Input', 'Output', 'LANG'], dtype='object')\n",
-            "Index(['Input', 'Output', 'LANG'], dtype='object')\n",
-            "Index(['Input', 'Output', 'LANG'], dtype='object')\n",
-            "Index(['Input', 'Output', 'LANG'], dtype='object')\n",
-            "Index(['Input', 'Output', 'LANG'], dtype='object')\n",
-            "Index(['Input', 'Output', 'LANG'], dtype='object')\n",
-            "Index(['Input', 'Output', 'LANG'], dtype='object')\n",
-            "Index(['Input', 'Output', 'topic;', 'LANG'], dtype='object')\n",
-            "Index(['Input', 'Output', 'topic;', 'LANG'], dtype='object')\n",
-            "Index(['Input', 'Output', 'topic;', 'LANG'], dtype='object')\n",
-            "Index(['Input', 'Output', 'topic;', 'LANG'], dtype='object')\n",
-            "Index(['Input', 'Output', 'LANG'], dtype='object')\n",
-            "Index(['Input', 'Output', 'LANG'], dtype='object')\n",
-            "Index(['Input', 'Output', 'subject', 'LANG'], dtype='object')\n"
-          ]
-        }
-      ]
-    },
-    {
-      "cell_type": "code",
-      "source": [
-        "print(\"###########\")\n",
-        "print(len(df_01))\n",
-        "print(len(df_02))\n",
-        "print(len(df_03))\n",
-        "print(len(df_04))\n",
-        "print(len(df_05))\n",
-        "print(len(df_06))\n",
-        "print(len(df_07))\n",
-        "print(len(df_08))\n",
-        "print(\"###########\")\n",
-        "print(len(df_09))\n",
-        "print(len(df_10))\n",
-        "print(len(df_11))\n",
-        "print(len(df_12))\n",
-        "print(len(df_13))\n",
-        "print(len(df_14))\n",
-        "print(len(df_15))\n",
-        "print(len(df_16))\n",
-        "print(\"###########\")\n",
-        "print(len(df_17))\n",
-        "print(len(df_18))\n",
-        "print(len(df_19))\n",
-        "print(len(df_20))\n",
-        "print(len(df_21))\n",
-        "print(len(df_22))\n",
-        "print(len(df_23))\n",
-        "print(len(df_24))\n",
-        "print(\"###########\")\n",
-        "print(len(df_25))\n",
-        "print(len(df_26))\n",
-        "print(len(df_27))\n",
-        "print(len(df_28))\n",
-        "print(len(df_29))\n",
-        "print(len(df_30))\n",
-        "print(len(df_31))\n",
-        "print(len(df_32))\n",
-        "print(\"###########\")"
-      ],
-      "metadata": {
-        "id": "2kQ4PtkTEn8h",
-        "colab": {
-          "base_uri": "https://localhost:8080/"
-        },
-        "outputId": "50135013-e1e2-46d7-80e4-b32259099a61"
-      },
-      "execution_count": 5,
-      "outputs": [
-        {
-          "output_type": "stream",
-          "name": "stdout",
-          "text": [
-            "###########\n",
-            "51210\n",
-            "49956\n",
-            "199782\n",
-            "4599\n",
-            "14953\n",
-            "2835\n",
-            "5637\n",
-            "82973\n",
-            "###########\n",
-            "35396\n",
-            "65630\n",
-            "2000\n",
-            "2235\n",
-            "13742\n",
-            "928\n",
-            "372779\n",
-            "18505\n",
-            "###########\n",
-            "68583\n",
-            "79625\n",
-            "395192\n",
-            "399847\n",
-            "14937\n",
-            "18799\n",
-            "1156\n",
-            "1001\n",
-            "###########\n",
-            "994944\n",
-            "39995\n",
-            "39975\n",
-            "39990\n",
-            "99626\n",
-            "16\n",
-            "620\n",
-            "1816\n",
-            "###########\n"
-          ]
-        }
-      ]
-    },
-    {
-      "cell_type": "code",
-      "source": [
-        "# KEEP THIS CELL UNCHANGED #####################################################################################################################################################################################################################################\n",
-        "################################################################################################################################################################################################################################################################\n",
-        "# REASONING DATASETS\n",
-        "FIXED_22 = False  # SHOULD ALL ROWS BE USED ?        # BOOLQ\n",
-        "FIXED_19 = False  # SHOULD ALL ROWS BE USED ?        # Indic XNLI\n",
-        "FIXED_09 = False  # SHOULD ALL ROWS BE USED ?        # PIQA\n",
-        "FIXED_10 = False  # SHOULD ALL ROWS BE USED ?        # SIQA\n",
-        "# FORMATTING DATASETS\n",
-        "FIXED_25 = False  # SHOULD ALL ROWS BE USED ?        # AYA SIMPLIFY\n",
-        "FIXED_18 = False  # SHOULD ALL ROWS BE USED ?        # XLSum\n",
-        "FIXED_08 = False  # SHOULD ALL ROWS BE USED ?        # Winogrande XL\n",
-        "# MATH DATASETS\n",
-        "FIXED_29 = False  # SHOULD ALL ROWS BE USED ?        # CAMEL MATH\n",
-        "FIXED_21 = False  # SHOULD ALL ROWS BE USED ?        # GSM8K\n",
-        "FIXED_20 = False  # SHOULD ALL ROWS BE USED ?        # ORCA MATH\n",
-        "FIXED_17 = False  # SHOULD ALL ROWS BE USED ?        # MATH QA\n",
-        "FIXED_16 = False  # SHOULD ALL ROWS BE USED ?        # Context MCQs\n",
-        "FIXED_04 = False  # SHOULD ALL ROWS BE USED ?        # MATH HARD\n",
-        "FIXED_05 = False  # SHOULD ALL ROWS BE USED ?        # MATH EASY\n",
-        "FIXED_03 = False  # SHOULD ALL ROWS BE USED ?        # META MATH\n",
-        "# PHYSICS DATASETS\n",
-        "FIXED_26 = False  # SHOULD ALL ROWS BE USED ?        # CAMEL PHYSICS\n",
-        "# CHEMISTRY DATASETS\n",
-        "FIXED_27 = False  # SHOULD ALL ROWS BE USED ?        # CAMEL CHEMISTRY\n",
-        "# MEDICAL DATASETS\n",
-        "FIXED_28 = False  # SHOULD ALL ROWS BE USED ?        # CAMEL BIOLOGY\n",
-        "FIXED_15 = False  # SHOULD ALL ROWS BE USED ?        # MedMCQA\n",
-        "FIXED_02 = False  # SHOULD ALL ROWS BE USED ?        # BIO Instruct\n",
-        "# MIXED DATASETS\n",
-        "FIXED_06 = False  # SHOULD ALL ROWS BE USED ?        # ARC Easy\n",
-        "FIXED_07 = False  # SHOULD ALL ROWS BE USED ?        # ARC Challenging\n",
-        "# DOMAIN KNOWLEDGE\n",
-        "FIXED_13 = False  # SHOULD ALL ROWS BE USED ?        # Cooking\n",
-        "FIXED_01 = False  # SHOULD ALL ROWS BE USED ?        # Legal\n",
-        "##############################################################################################################################################################################################################################################################\n",
-        "# KEEP UNCHANGED : SMALL ENOUGH , ALL WILL BE USED\n",
-        "FIXED_11 = True  # SHOULD ALL ROWS BE USED ?         # Travel\n",
-        "FIXED_12 = True  # SHOULD ALL ROWS BE USED ?         # TAX\n",
-        "FIXED_14 = True  # SHOULD ALL ROWS BE USED ?         # MBPP\n",
-        "FIXED_23 = True  # SHOULD ALL ROWS BE USED ?         # AYA TRANSLATE\n",
-        "FIXED_24 = True  # SHOULD ALL ROWS BE USED ?         # AYA PARAPHRASE\n",
-        "FIXED_30 = True  # SHOULD ALL ROWS BE USED ?         # MGSM DEV SET\n",
-        "FIXED_31 = True  # SHOULD ALL ROWS BE USED ?         # UPSC\n",
-        "FIXED_32 = True  # SHOULD ALL ROWS BE USED ?         # MMLU DEV SET"
-      ],
-      "metadata": {
-        "id": "SUgHskxXkxzD"
-      },
-      "execution_count": 6,
-      "outputs": []
-    },
-    {
-      "cell_type": "code",
-      "source": [
-        "# EITHER THESE SHOULD ALL BE TRUE OR ALL FALSE , TRY SAME CODE WITH & WITHOUT THESE , WITH SAME HYPERPARAMETERS AND MODEL\n",
-        "FLAG_06 = False # IF FALSE , WONT BE USED IN TRAINING DATA (return empty dataframe subset) , FOR 0-SHOT BENCHMARKING ,        IF TRUE CAN USE SOME SAMPLES FOR TRAINING (NUM = number of samples used , num is the percentage of hindi samples , rest are english (between 0 to 100))    # ARC CHALLENGE\n",
-        "FLAG_07 = False # IF FALSE , WONT BE USED IN TRAINING DATA (return empty dataframe subset) , FOR 0-SHOT BENCHMARKING ,        IF TRUE CAN USE SOME SAMPLES FOR TRAINING (NUM = number of samples used , num is the percentage of hindi samples , rest are english (between 0 to 100))    # ARC EASY\n",
-        "FLAG_21 = False # IF FALSE , WONT BE USED IN TRAINING DATA (return empty dataframe subset) , FOR 0-SHOT BENCHMARKING ,        IF TRUE CAN USE SOME SAMPLES FOR TRAINING (NUM = number of samples used , num is the percentage of hindi samples , rest are english (between 0 to 100))    # GSM8K\n",
-        "FLAG_22 = False # IF FALSE , WONT BE USED IN TRAINING DATA (return empty dataframe subset) , FOR 0-SHOT BENCHMARKING ,        IF TRUE CAN USE SOME SAMPLES FOR TRAINING (NUM = number of samples used , num is the percentage of hindi samples , rest are english (between 0 to 100))    # BOOL Q\n",
-        "FLAG_17 = False # IF FALSE , WONT BE USED IN TRAINING DATA (return empty dataframe subset) , FOR 0-SHOT BENCHMARKING ,        IF TRUE CAN USE SOME SAMPLES FOR TRAINING (NUM = number of samples used , num is the percentage of hindi samples , rest are english (between 0 to 100))    # MATH QA\n",
-        "\n",
-        "# KEEP UNCHANGED : NOT RELATED TO BENCHMARKS ################################################################################################################################################################################################################################################################\n",
-        "FLAG_01 = True # IF FALSE , WONT BE USED IN TRAINING DATA (return empty dataframe subset) , FOR 0-SHOT BENCHMARKING ,        IF TRUE CAN USE SOME SAMPLES FOR TRAINING (NUM = number of samples used , num is the percentage of hindi samples , rest are english (between 0 to 100))\n",
-        "FLAG_02 = True # IF FALSE , WONT BE USED IN TRAINING DATA (return empty dataframe subset) , FOR 0-SHOT BENCHMARKING ,        IF TRUE CAN USE SOME SAMPLES FOR TRAINING (NUM = number of samples used , num is the percentage of hindi samples , rest are english (between 0 to 100))\n",
-        "FLAG_03 = True # IF FALSE , WONT BE USED IN TRAINING DATA (return empty dataframe subset) , FOR 0-SHOT BENCHMARKING ,        IF TRUE CAN USE SOME SAMPLES FOR TRAINING (NUM = number of samples used , num is the percentage of hindi samples , rest are english (between 0 to 100))\n",
-        "FLAG_04 = True # IF FALSE , WONT BE USED IN TRAINING DATA (return empty dataframe subset) , FOR 0-SHOT BENCHMARKING ,        IF TRUE CAN USE SOME SAMPLES FOR TRAINING (NUM = number of samples used , num is the percentage of hindi samples , rest are english (between 0 to 100))\n",
-        "FLAG_05 = True # IF FALSE , WONT BE USED IN TRAINING DATA (return empty dataframe subset) , FOR 0-SHOT BENCHMARKING ,        IF TRUE CAN USE SOME SAMPLES FOR TRAINING (NUM = number of samples used , num is the percentage of hindi samples , rest are english (between 0 to 100))\n",
-        "FLAG_08 = True # IF FALSE , WONT BE USED IN TRAINING DATA (return empty dataframe subset) , FOR 0-SHOT BENCHMARKING ,        IF TRUE CAN USE SOME SAMPLES FOR TRAINING (NUM = number of samples used , num is the percentage of hindi samples , rest are english (between 0 to 100))\n",
-        "FLAG_09 = True # IF FALSE , WONT BE USED IN TRAINING DATA (return empty dataframe subset) , FOR 0-SHOT BENCHMARKING ,        IF TRUE CAN USE SOME SAMPLES FOR TRAINING (NUM = number of samples used , num is the percentage of hindi samples , rest are english (between 0 to 100)) # WILL BE EVALUATED AS FINE_TUNED\n",
-        "FLAG_10 = True # IF FALSE , WONT BE USED IN TRAINING DATA (return empty dataframe subset) , FOR 0-SHOT BENCHMARKING ,        IF TRUE CAN USE SOME SAMPLES FOR TRAINING (NUM = number of samples used , num is the percentage of hindi samples , rest are english (between 0 to 100)) # WILL BE EVALUATED AS FINE_TUNED\n",
-        "FLAG_13 = True # IF FALSE , WONT BE USED IN TRAINING DATA (return empty dataframe subset) , FOR 0-SHOT BENCHMARKING ,        IF TRUE CAN USE SOME SAMPLES FOR TRAINING (NUM = number of samples used , num is the percentage of hindi samples , rest are english (between 0 to 100))\n",
-        "FLAG_15 = True # IF FALSE , WONT BE USED IN TRAINING DATA (return empty dataframe subset) , FOR 0-SHOT BENCHMARKING ,        IF TRUE CAN USE SOME SAMPLES FOR TRAINING (NUM = number of samples used , num is the percentage of hindi samples , rest are english (between 0 to 100))\n",
-        "FLAG_16 = True # IF FALSE , WONT BE USED IN TRAINING DATA (return empty dataframe subset) , FOR 0-SHOT BENCHMARKING ,        IF TRUE CAN USE SOME SAMPLES FOR TRAINING (NUM = number of samples used , num is the percentage of hindi samples , rest are english (between 0 to 100))\n",
-        "FLAG_18 = True # IF FALSE , WONT BE USED IN TRAINING DATA (return empty dataframe subset) , FOR 0-SHOT BENCHMARKING ,        IF TRUE CAN USE SOME SAMPLES FOR TRAINING (NUM = number of samples used , num is the percentage of hindi samples , rest are english (between 0 to 100))\n",
-        "FLAG_19 = True # IF FALSE , WONT BE USED IN TRAINING DATA (return empty dataframe subset) , FOR 0-SHOT BENCHMARKING ,        IF TRUE CAN USE SOME SAMPLES FOR TRAINING (NUM = number of samples used , num is the percentage of hindi samples , rest are english (between 0 to 100)) # WILL BE EVALUATED AS FINE_TUNED\n",
-        "FLAG_20 = True # IF FALSE , WONT BE USED IN TRAINING DATA (return empty dataframe subset) , FOR 0-SHOT BENCHMARKING ,        IF TRUE CAN USE SOME SAMPLES FOR TRAINING (NUM = number of samples used , num is the percentage of hindi samples , rest are english (between 0 to 100))\n",
-        "FLAG_25 = True # IF FALSE , WONT BE USED IN TRAINING DATA (return empty dataframe subset) , FOR 0-SHOT BENCHMARKING ,        IF TRUE CAN USE SOME SAMPLES FOR TRAINING (NUM = number of samples used , num is the percentage of hindi samples , rest are english (between 0 to 100))\n",
-        "FLAG_26 = True # IF FALSE , WONT BE USED IN TRAINING DATA (return empty dataframe subset) , FOR 0-SHOT BENCHMARKING ,        IF TRUE CAN USE SOME SAMPLES FOR TRAINING (NUM = number of samples used , num is the percentage of hindi samples , rest are english (between 0 to 100))\n",
-        "FLAG_27 = True # IF FALSE , WONT BE USED IN TRAINING DATA (return empty dataframe subset) , FOR 0-SHOT BENCHMARKING ,        IF TRUE CAN USE SOME SAMPLES FOR TRAINING (NUM = number of samples used , num is the percentage of hindi samples , rest are english (between 0 to 100))\n",
-        "FLAG_28 = True # IF FALSE , WONT BE USED IN TRAINING DATA (return empty dataframe subset) , FOR 0-SHOT BENCHMARKING ,        IF TRUE CAN USE SOME SAMPLES FOR TRAINING (NUM = number of samples used , num is the percentage of hindi samples , rest are english (between 0 to 100))\n",
-        "FLAG_29 = True # IF FALSE , WONT BE USED IN TRAINING DATA (return empty dataframe subset) , FOR 0-SHOT BENCHMARKING ,        IF TRUE CAN USE SOME SAMPLES FOR TRAINING (NUM = number of samples used , num is the percentage of hindi samples , rest are english (between 0 to 100))"
-      ],
-      "metadata": {
-        "id": "NiqBvl-glEmS"
-      },
-      "execution_count": 7,
-      "outputs": []
-    },
-    {
-      "cell_type": "code",
-      "source": [
-        "ratio_01, ratio_02, ratio_03, ratio_04 = 30, 30, 30, 30   # if ratio = N , hindi is used in (N)% and english is used as (100-N)%, FOR NOW USE SAME VALUES FOR ALL 32 , CHOOSE AMONG 10/20/30/40/50/60/70/80/90\n",
-        "ratio_05, ratio_06, ratio_07, ratio_08 = 30, 30, 30, 30   # if ratio = N , hindi is used in (N)% and english is used as (100-N)%, FOR NOW USE SAME VALUES FOR ALL 32 , CHOOSE AMONG 10/20/30/40/50/60/70/80/90\n",
-        "ratio_09, ratio_10, ratio_11, ratio_12 = 30, 30, 30, 30   # if ratio = N , hindi is used in (N)% and english is used as (100-N)%, FOR NOW USE SAME VALUES FOR ALL 32 , CHOOSE AMONG 10/20/30/40/50/60/70/80/90\n",
-        "ratio_13, ratio_14, ratio_15, ratio_16 = 30, 30, 30, 30   # if ratio = N , hindi is used in (N)% and english is used as (100-N)%, FOR NOW USE SAME VALUES FOR ALL 32 , CHOOSE AMONG 10/20/30/40/50/60/70/80/90\n",
-        "ratio_17, ratio_18, ratio_19, ratio_20 = 30, 30, 30, 30   # if ratio = N , hindi is used in (N)% and english is used as (100-N)%, FOR NOW USE SAME VALUES FOR ALL 32 , CHOOSE AMONG 10/20/30/40/50/60/70/80/90\n",
-        "ratio_21, ratio_22, ratio_23, ratio_24 = 30, 30, 30, 30   # if ratio = N , hindi is used in (N)% and english is used as (100-N)%, FOR NOW USE SAME VALUES FOR ALL 32 , CHOOSE AMONG 10/20/30/40/50/60/70/80/90\n",
-        "ratio_25, ratio_26, ratio_27, ratio_28 = 30, 30, 30, 30   # if ratio = N , hindi is used in (N)% and english is used as (100-N)%, FOR NOW USE SAME VALUES FOR ALL 32 , CHOOSE AMONG 10/20/30/40/50/60/70/80/90\n",
-        "ratio_29, ratio_30, ratio_31, ratio_32 = 30, 30, 30, 30   # if ratio = N , hindi is used in (N)% and english is used as (100-N)%, FOR NOW USE SAME VALUES FOR ALL 32 , CHOOSE AMONG 10/20/30/40/50/60/70/80/90"
-      ],
-      "metadata": {
-        "id": "RP2mOVwX43he"
-      },
-      "execution_count": 8,
-      "outputs": []
-    },
-    {
-      "cell_type": "code",
-      "source": [
-        "def sample_dataframe(df, num, ratio):\n",
-        "    df = df.sample(frac=1, random_state=1024).reset_index(drop=True)\n",
-        "    hi_count = int(num * (ratio / 100))\n",
-        "    en_count = num - hi_count\n",
-        "    hi_df = df[df['LANG'] == 'hi'].head(hi_count)\n",
-        "    en_df = df[df['LANG'] == 'en'].head(en_count)\n",
-        "    return pd.concat([hi_df, en_df]).reset_index(drop=True)\n",
-        "# CAN TRY VARYING NUMBERS , CURRENT VALUES ARE PLACEHOLDERS\n",
-        "df_new_06 = df_06 if FIXED_06 else (sample_dataframe(df_06, 2000, ratio_06) if FLAG_06 else pd.DataFrame()) # KEEP num_XX LESS THAN OR EQUAL TO   2,835       # ARC C           # IF FLAG is True , USE MORE SAMPLES\n",
-        "df_new_07 = df_07 if FIXED_07 else (sample_dataframe(df_07, 2000, ratio_07) if FLAG_07 else pd.DataFrame()) # KEEP num_XX LESS THAN OR EQUAL TO   5,637       # ARC E           # IF FLAG is True , USE MORE SAMPLES\n",
-        "df_new_17 = df_17 if FIXED_17 else (sample_dataframe(df_17, 2000, ratio_17) if FLAG_17 else pd.DataFrame()) # KEEP num_XX LESS THAN OR EQUAL TO  68,583       # MATHQA          # IF FLAG is True , USE MORE SAMPLES\n",
-        "df_new_21 = df_21 if FIXED_21 else (sample_dataframe(df_21, 2000, ratio_21) if FLAG_21 else pd.DataFrame()) # KEEP num_XX LESS THAN OR EQUAL TO  14,937       # GSM8K           # IF FLAG is True , USE MORE SAMPLES\n",
-        "df_new_22 = df_22 if FIXED_22 else (sample_dataframe(df_22, 2000, ratio_22) if FLAG_22 else pd.DataFrame()) # KEEP num_XX LESS THAN OR EQUAL TO  18,799       # BOOLQ           # IF FLAG is True , USE MORE SAMPLES\n",
-        "# CAN TRY VARYING NUMBERS , CURRENT VALUES ARE PLACEHOLDERS\n",
-        "df_new_01 = df_01 if FIXED_01 else (sample_dataframe(df_01, 2000, ratio_01) if FLAG_01 else pd.DataFrame()) # KEEP num_XX LESS THAN OR EQUAL TO  51,210     # INDIAN LEGAL FAQ\n",
-        "df_new_02 = df_02 if FIXED_02 else (sample_dataframe(df_02, 2000, ratio_02) if FLAG_02 else pd.DataFrame()) # KEEP num_XX LESS THAN OR EQUAL TO  49,956     # BIO INSTRUCT\n",
-        "df_new_03 = df_03 if FIXED_03 else (sample_dataframe(df_03, 2000, ratio_03) if FLAG_03 else pd.DataFrame()) # KEEP num_XX LESS THAN OR EQUAL TO 199,782     # META MATH\n",
-        "df_new_04 = df_04 if FIXED_04 else (sample_dataframe(df_04,  500, ratio_04) if FLAG_04 else pd.DataFrame()) # KEEP num_XX LESS THAN OR EQUAL TO   4,599     # MATH HARD           # USE LESS NUMBER\n",
-        "df_new_05 = df_05 if FIXED_05 else (sample_dataframe(df_05,  500, ratio_05) if FLAG_05 else pd.DataFrame()) # KEEP num_XX LESS THAN OR EQUAL TO  14,953     # MATH EASY           # USE LESS NUMBER\n",
-        "df_new_08 = df_08 if FIXED_08 else (sample_dataframe(df_08,  500, ratio_08) if FLAG_08 else pd.DataFrame()) # KEEP num_XX LESS THAN OR EQUAL TO  82,973     # WINOGRANDE XL       # USE LESS NUMBER\n",
-        "df_new_09 = df_09 if FIXED_09 else (sample_dataframe(df_09,  500, ratio_09) if FLAG_09 else pd.DataFrame()) # KEEP num_XX LESS THAN OR EQUAL TO  35,396     # PIQA                # USE LESS NUMBER\n",
-        "df_new_10 = df_10 if FIXED_10 else (sample_dataframe(df_10,  500, ratio_10) if FLAG_10 else pd.DataFrame()) # KEEP num_XX LESS THAN OR EQUAL TO  65,630     # SIQA                # USE LESS NUMBER\n",
-        "df_new_13 = df_13 if FIXED_13 else (sample_dataframe(df_13, 2000, ratio_13) if FLAG_13 else pd.DataFrame()) # KEEP num_XX LESS THAN OR EQUAL TO  13,742     # INDIA RECIPES\n",
-        "df_new_15 = df_15 if FIXED_15 else (sample_dataframe(df_15, 1000, ratio_15) if FLAG_15 else pd.DataFrame()) # KEEP num_XX LESS THAN OR EQUAL TO 372,779     # MED MCQA            # USE SLIGHTLY LESS\n",
-        "df_new_16 = df_16 if FIXED_16 else (sample_dataframe(df_16, 3000, ratio_16) if FLAG_16 else pd.DataFrame()) # KEEP num_XX LESS THAN OR EQUAL TO  18,505     # CONTEXT MCQS        # USE SLIGHTLY MORE FOR BETTER MCQ RESULTS\n",
-        "df_new_20 = df_20 if FIXED_20 else (sample_dataframe(df_20, 1500, ratio_20) if FLAG_20 else pd.DataFrame()) # KEEP num_XX LESS THAN OR EQUAL TO 399,847     # ORCA MATH           # USE LESS NUMBER\n",
-        "# CAN TRY VARYING NUMBERS , CURRENT VALUES ARE PLACEHOLDERS\n",
-        "df_new_26 = df_26 if FIXED_26 else (sample_dataframe(df_26, 2000, ratio_26) if FLAG_26 else pd.DataFrame()) # KEEP num_XX LESS THAN OR EQUAL TO  39,995     # CAMEL PHYSICS       # USE MORE\n",
-        "df_new_27 = df_27 if FIXED_27 else (sample_dataframe(df_27, 2000, ratio_27) if FLAG_27 else pd.DataFrame()) # KEEP num_XX LESS THAN OR EQUAL TO  39,975     # CAMEL CHEMISTRY     # USE MORE\n",
-        "df_new_28 = df_28 if FIXED_28 else (sample_dataframe(df_28, 2000, ratio_28) if FLAG_28 else pd.DataFrame()) # KEEP num_XX LESS THAN OR EQUAL TO  39,990     # CAMEL BIOLOGY       # USE MORE\n",
-        "df_new_29 = df_29 if FIXED_29 else (sample_dataframe(df_29, 500, ratio_29) if FLAG_29 else pd.DataFrame()) # KEEP num_XX LESS THAN OR EQUAL TO  99,625     # CAMEL MATH          # USE LESS IF OTHER MATH DATASETS ARE USED WELL , OR USE MORE\n",
-        "# CAN TRY VARYING NUMBERS , CURRENT VALUES ARE PLACEHOLDERS\n",
-        "# ONLY NUM CAN BE CHANGED, RATIO IS FIXED\n",
-        "df_new_18 = df_18 if FIXED_18 else (sample_dataframe(df_18, 500, 100) if FLAG_18 else pd.DataFrame()) # KEEP num_XX LESS THAN OR EQUAL TO  79,625          # XLSum               # USE LESS NUMBER\n",
-        "df_new_19 = df_19 if FIXED_19 else (sample_dataframe(df_19, 500, 100) if FLAG_19 else pd.DataFrame()) # KEEP num_XX LESS THAN OR EQUAL TO 395,192          # IndicXNLI           # USE LESS NUMBER\n",
-        "df_new_25 = df_25 if FIXED_25 else (sample_dataframe(df_25, 500, 100) if FLAG_25 else pd.DataFrame()) # KEEP num_XX LESS THAN OR EQUAL TO 994,944          # AYA Simplify        # USE LESS NUMBER\n",
-        "################################################################################################################################################################################\n",
-        "# KEEP UNCHANGED ###############################################################################################################################################################\n",
-        "df_new_11 = df_11        # 2,000                                                                              # SMALL DATASETS - HENCE BEING USED IN FULL\n",
-        "df_new_12 = df_12        # 2,235                                                                              # SMALL DATASETS - HENCE BEING USED IN FULL\n",
-        "df_new_14 = df_14        #   928                                                                              # SMALL DATASETS - HENCE BEING USED IN FULL\n",
-        "df_new_23 = df_23        # 1,156                                                                              # SMALL DATASETS - HENCE BEING USED IN FULL\n",
-        "df_new_24 = df_24        # 1,001                                                                              # SMALL DATASETS - HENCE BEING USED IN FULL\n",
-        "df_new_30 = df_30        #    16                                                                              # SMALL DATASETS - HENCE BEING USED IN FULL\n",
-        "df_new_31 = df_31        #   620                                                                              # SMALL DATASETS - HENCE BEING USED IN FULL\n",
-        "df_new_32 = df_32        # 1,816                                                                              # SMALL DATASETS - HENCE BEING USED IN FULL\n",
-        "#----------------------  # 9,772"
-      ],
-      "metadata": {
-        "id": "pmhp3w4FcXus"
-      },
-      "execution_count": 9,
-      "outputs": []
-    },
-    {
-      "cell_type": "code",
-      "source": [
-        "print(\"###########\")\n",
-        "print(len(df_new_01))\n",
-        "print(len(df_new_02))\n",
-        "print(len(df_new_03))\n",
-        "print(len(df_new_04))\n",
-        "print(len(df_new_05))\n",
-        "print(len(df_new_06))\n",
-        "print(len(df_new_07))\n",
-        "print(len(df_new_08))\n",
-        "print(\"###########\")\n",
-        "print(len(df_new_09))\n",
-        "print(len(df_new_10))\n",
-        "print(len(df_new_11))\n",
-        "print(len(df_new_12))\n",
-        "print(len(df_new_13))\n",
-        "print(len(df_new_14))\n",
-        "print(len(df_new_15))\n",
-        "print(len(df_new_16))\n",
-        "print(\"###########\")\n",
-        "print(len(df_new_17))\n",
-        "print(len(df_new_18))\n",
-        "print(len(df_new_19))\n",
-        "print(len(df_new_20))\n",
-        "print(len(df_new_21))\n",
-        "print(len(df_new_22))\n",
-        "print(len(df_new_23))\n",
-        "print(len(df_new_24))\n",
-        "print(\"###########\")\n",
-        "print(len(df_new_25))\n",
-        "print(len(df_new_26))\n",
-        "print(len(df_new_27))\n",
-        "print(len(df_new_28))\n",
-        "print(len(df_new_29))\n",
-        "print(len(df_new_30))\n",
-        "print(len(df_new_31))\n",
-        "print(len(df_new_32))\n",
-        "print(\"###########\")"
-      ],
-      "metadata": {
-        "id": "Sty3i__TsDSb",
-        "colab": {
-          "base_uri": "https://localhost:8080/"
-        },
-        "outputId": "027707b1-135a-48e7-edab-b7a23357b85c"
-      },
-      "execution_count": 10,
-      "outputs": [
-        {
-          "output_type": "stream",
-          "name": "stdout",
-          "text": [
-            "###########\n",
-            "2000\n",
-            "2000\n",
-            "2000\n",
-            "500\n",
-            "500\n",
-            "0\n",
-            "0\n",
-            "500\n",
-            "###########\n",
-            "500\n",
-            "500\n",
-            "2000\n",
-            "2235\n",
-            "2000\n",
-            "928\n",
-            "1000\n",
-            "3000\n",
-            "###########\n",
-            "0\n",
-            "500\n",
-            "500\n",
-            "1500\n",
-            "0\n",
-            "0\n",
-            "1156\n",
-            "1001\n",
-            "###########\n",
-            "500\n",
-            "2000\n",
-            "2000\n",
-            "2000\n",
-            "500\n",
-            "16\n",
-            "620\n",
-            "1816\n",
-            "###########\n"
-          ]
-        }
-      ]
-    },
-    {
-      "cell_type": "code",
-      "source": [
-        "df_train = pd.concat([df_new_01, df_new_02, df_new_03, df_new_04, df_new_05, df_new_06, df_new_07, df_new_08, df_new_09, df_new_10, df_new_11, df_new_12, df_new_13, df_new_14, df_new_15, df_new_16, df_new_17, df_new_18, df_new_19, df_new_20, df_new_21, df_new_22, df_new_23, df_new_24, df_new_25, df_new_26, df_new_27, df_new_28, df_new_29, df_new_30, df_new_31, df_new_32])\n",
-        "df_train = df_train.sample(frac=1, random_state=1024).reset_index(drop=True)\n",
-        "print(len(df_train))"
-      ],
-      "metadata": {
-        "id": "bkqP_FxTsDrh",
-        "colab": {
-          "base_uri": "https://localhost:8080/"
-        },
-        "outputId": "ae06f7e4-7d79-46c1-c104-5d0adfcf8e87"
-      },
-      "execution_count": 11,
-      "outputs": [
-        {
-          "output_type": "stream",
-          "name": "stdout",
-          "text": [
-            "33772\n"
-          ]
-        }
-      ]
-    },
-    {
-      "cell_type": "code",
-      "source": [
-        "df_train_2 = df_train[['Input','Output']]"
-      ],
-      "metadata": {
-        "id": "34C7brPyEblV"
-      },
-      "execution_count": 12,
-      "outputs": []
-    },
-    {
-      "cell_type": "code",
-      "source": [
-        "df_train_2.to_csv(\"training-subset-used.csv\", index=False)"
-      ],
-      "metadata": {
-        "id": "AZEhfByuEW_F"
-      },
-      "execution_count": 13,
-      "outputs": []
-    },
-    {
-      "cell_type": "markdown",
-      "source": [
-        "#**TRAINING**"
-      ],
-      "metadata": {
-        "id": "p-LqGuws-0HE"
-      }
-    },
-    {
-      "cell_type": "code",
-      "source": [
-        "! pip install unsloth --upgrade --no-cache-dir\n",
-        "import torch\n",
-        "if torch.cuda.get_device_capability()[0] >= 8:\n",
-        "    !pip install --no-deps packaging ninja einops \"flash-attn>=2.6.3\""
-      ],
-      "metadata": {
-        "id": "pteNBf6c-Nq-",
-        "colab": {
-          "base_uri": "https://localhost:8080/",
-          "height": 1000
-        },
-        "outputId": "7e8354ba-0a82-423e-b306-c3fefb4247bd"
-      },
-      "execution_count": 14,
-      "outputs": [
-        {
-          "output_type": "stream",
-          "name": "stdout",
-          "text": [
-            "Collecting unsloth\n",
-            "  Downloading unsloth-2025.1.6-py3-none-any.whl.metadata (53 kB)\n",
-            "\u001b[?25l     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m0.0/53.7 kB\u001b[0m \u001b[31m?\u001b[0m eta \u001b[36m-:--:--\u001b[0m\r\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m53.7/53.7 kB\u001b[0m \u001b[31m4.8 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
-            "\u001b[?25hCollecting unsloth_zoo>=2025.1.4 (from unsloth)\n",
-            "  Downloading unsloth_zoo-2025.1.4-py3-none-any.whl.metadata (16 kB)\n",
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-            "\u001b[?25hInstalling collected packages: xxhash, shtab, protobuf, hf_transfer, fsspec, dill, multiprocess, tyro, xformers, datasets, cut_cross_entropy, bitsandbytes, trl, unsloth_zoo, unsloth\n",
-            "  Attempting uninstall: protobuf\n",
-            "    Found existing installation: protobuf 4.25.5\n",
-            "    Uninstalling protobuf-4.25.5:\n",
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-            "  Attempting uninstall: fsspec\n",
-            "    Found existing installation: fsspec 2024.10.0\n",
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-            "\u001b[31mERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.\n",
-            "gcsfs 2024.10.0 requires fsspec==2024.10.0, but you have fsspec 2024.9.0 which is incompatible.\n",
-            "tensorflow-metadata 1.16.1 requires protobuf<6.0.0dev,>=4.25.2; python_version >= \"3.11\", but you have protobuf 3.20.3 which is incompatible.\n",
-            "grpcio-status 1.62.3 requires protobuf>=4.21.6, but you have protobuf 3.20.3 which is incompatible.\u001b[0m\u001b[31m\n",
-            "\u001b[0mSuccessfully installed bitsandbytes-0.45.0 cut_cross_entropy-25.1.1 datasets-3.2.0 dill-0.3.8 fsspec-2024.9.0 hf_transfer-0.1.9 multiprocess-0.70.16 protobuf-3.20.3 shtab-1.7.1 trl-0.13.0 tyro-0.9.12 unsloth-2025.1.6 unsloth_zoo-2025.1.4 xformers-0.0.29.post1 xxhash-3.5.0\n"
-          ]
-        },
-        {
-          "output_type": "display_data",
-          "data": {
-            "application/vnd.colab-display-data+json": {
-              "pip_warning": {
-                "packages": [
-                  "google"
-                ]
-              },
-              "id": "de1ef4789e854f9babb01c906530c79b"
-            }
-          },
-          "metadata": {}
-        },
-        {
-          "output_type": "stream",
-          "name": "stdout",
-          "text": [
-            "Requirement already satisfied: packaging in /usr/local/lib/python3.11/dist-packages (24.2)\n",
-            "Collecting ninja\n",
-            "  Downloading ninja-1.11.1.3-py3-none-manylinux_2_12_x86_64.manylinux2010_x86_64.whl.metadata (5.3 kB)\n",
-            "Requirement already satisfied: einops in /usr/local/lib/python3.11/dist-packages (0.8.0)\n",
-            "Collecting flash-attn>=2.6.3\n",
-            "  Downloading flash_attn-2.7.3.tar.gz (3.2 MB)\n",
-            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m3.2/3.2 MB\u001b[0m \u001b[31m31.5 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
-            "\u001b[?25h  Preparing metadata (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
-            "Using cached ninja-1.11.1.3-py3-none-manylinux_2_12_x86_64.manylinux2010_x86_64.whl (422 kB)\n",
-            "Building wheels for collected packages: flash-attn\n",
-            "  Building wheel for flash-attn (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
-            "  Created wheel for flash-attn: filename=flash_attn-2.7.3-cp311-cp311-linux_x86_64.whl size=191363917 sha256=b1243e9b86687348a5ab03a073abacdf8e3d5e9e4b7e5326a183f47348c5dfba\n",
-            "  Stored in directory: /root/.cache/pip/wheels/d0/a3/f9/48d2706cb2eac05ec0dc144bf6954fe47bb3c2cd0de280765e\n",
-            "Successfully built flash-attn\n",
-            "Installing collected packages: ninja, flash-attn\n",
-            "Successfully installed flash-attn-2.7.3 ninja-1.11.1.3\n"
-          ]
-        }
-      ]
-    },
-    {
-      "cell_type": "code",
-      "source": [
-        "! pip install unsloth --upgrade --no-cache-dir\n",
-        "import torch\n",
-        "if torch.cuda.get_device_capability()[0] >= 8:\n",
-        "    !pip install --no-deps packaging ninja einops \"flash-attn>=2.6.3\""
-      ],
-      "metadata": {
-        "colab": {
-          "base_uri": "https://localhost:8080/"
-        },
-        "id": "CeYtZPcWX2mu",
-        "outputId": "b611a06a-38e2-4cbc-93c8-b10ff64d268c"
-      },
-      "execution_count": 15,
-      "outputs": [
-        {
-          "output_type": "stream",
-          "name": "stdout",
-          "text": [
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-            "Requirement already satisfied: nvidia-cuda-runtime-cu12==12.1.105 in /usr/local/lib/python3.11/dist-packages (from torch>=2.4.0->unsloth) (12.1.105)\n",
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-            "Requirement already satisfied: nvidia-cusolver-cu12==11.4.5.107 in /usr/local/lib/python3.11/dist-packages (from torch>=2.4.0->unsloth) (11.4.5.107)\n",
-            "Requirement already satisfied: nvidia-cusparse-cu12==12.1.0.106 in /usr/local/lib/python3.11/dist-packages (from torch>=2.4.0->unsloth) (12.1.0.106)\n",
-            "Requirement already satisfied: nvidia-nccl-cu12==2.21.5 in /usr/local/lib/python3.11/dist-packages (from torch>=2.4.0->unsloth) (2.21.5)\n",
-            "Requirement already satisfied: nvidia-nvtx-cu12==12.1.105 in /usr/local/lib/python3.11/dist-packages (from torch>=2.4.0->unsloth) (12.1.105)\n",
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-            "Requirement already satisfied: nvidia-nvjitlink-cu12 in /usr/local/lib/python3.11/dist-packages (from nvidia-cusolver-cu12==11.4.5.107->torch>=2.4.0->unsloth) (12.6.85)\n",
-            "Requirement already satisfied: mpmath<1.4,>=1.1.0 in /usr/local/lib/python3.11/dist-packages (from sympy==1.13.1->torch>=2.4.0->unsloth) (1.3.0)\n",
-            "Requirement already satisfied: regex!=2019.12.17 in /usr/local/lib/python3.11/dist-packages (from transformers!=4.47.0,>=4.46.1->unsloth) (2024.11.6)\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>=2.16.0->unsloth) (1.17.0)\n",
-            "Requirement already satisfied: packaging in /usr/local/lib/python3.11/dist-packages (24.2)\n",
-            "Requirement already satisfied: ninja in /usr/local/lib/python3.11/dist-packages (1.11.1.3)\n",
-            "Requirement already satisfied: einops in /usr/local/lib/python3.11/dist-packages (0.8.0)\n",
-            "Requirement already satisfied: flash-attn>=2.6.3 in /usr/local/lib/python3.11/dist-packages (2.7.3)\n"
-          ]
-        }
-      ]
-    },
-    {
-      "cell_type": "code",
-      "source": [
-        "from unsloth import FastLanguageModel\n",
-        "import torch\n",
-        "max_seq_length = 2048\n",
-        "dtype = None\n",
-        "load_in_4bit = False\n",
-        "model, tokenizer = FastLanguageModel.from_pretrained(model_name = \"Qwen/Qwen2.5-14B-Instruct\", max_seq_length = max_seq_length, dtype = dtype, load_in_4bit = load_in_4bit,)\n",
-        "\n",
-        "################## MODELS THAT CAN BE USED : ~2-3B RANGE ###########################\n",
-        "# google/gemma-2-2b-it\n",
-        "# meta-llama/Llama-3.2-3B-Instruct\n",
-        "# Qwen/Qwen2.5-3B-Instruct\n",
-        "# microsoft/Phi-3.5-mini-instruct\n",
-        "################## MODELS THAT CAN BE USED : ~7-9B RANGE ###########################\n",
-        "# meta-llama/Llama-3.1-8B-Instruct\n",
-        "# google/gemma-2-9b-it\n",
-        "# Qwen/Qwen2.5-7B-Instruct\n",
-        "# mistralai/Mistral-7B-Instruct-v0.3\n",
-        "################## MODELS THAT CAN BE USED : ~12-14B RANGE ###########################\n",
-        "# Qwen/Qwen2.5-14B-Instruct\n",
-        "# mistralai/Mistral-Nemo-Instruct-2407\n",
-        "# microsoft/phi-4"
-      ],
-      "metadata": {
-        "colab": {
-          "base_uri": "https://localhost:8080/",
-          "height": 742,
-          "referenced_widgets": [
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-        "id": "YJ4YoJzs-3r3",
-        "outputId": "f5e21254-f065-44d3-a2be-5aebf0c05979"
-      },
-      "execution_count": 16,
-      "outputs": [
-        {
-          "output_type": "stream",
-          "name": "stdout",
-          "text": [
-            "🦥 Unsloth: Will patch your computer to enable 2x faster free finetuning.\n"
-          ]
-        },
-        {
-          "output_type": "stream",
-          "name": "stderr",
-          "text": [
-            "The cache for model files in Transformers v4.22.0 has been updated. Migrating your old cache. This is a one-time only operation. You can interrupt this and resume the migration later on by calling `transformers.utils.move_cache()`.\n"
-          ]
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-              "0it [00:00, ?it/s]"
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-          "name": "stdout",
-          "text": [
-            "🦥 Unsloth Zoo will now patch everything to make training faster!\n",
-            "==((====))==  Unsloth 2025.1.6: Fast Qwen2 patching. Transformers: 4.47.1.\n",
-            "   \\\\   /|    GPU: NVIDIA A100-SXM4-40GB. Max memory: 39.564 GB. Platform: Linux.\n",
-            "O^O/ \\_/ \\    Torch: 2.5.1+cu121. CUDA: 8.0. CUDA Toolkit: 12.1. Triton: 3.1.0\n",
-            "\\        /    Bfloat16 = TRUE. FA [Xformers = 0.0.29.post1. FA2 = True]\n",
-            " \"-____-\"     Free Apache license: http://github.com/unslothai/unsloth\n",
-            "Unsloth: Fast downloading is enabled - ignore downloading bars which are red colored!\n"
-          ]
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-    {
-      "cell_type": "code",
-      "source": [
-        "model = FastLanguageModel.get_peft_model(model, r = 16, target_modules = [\"q_proj\", \"k_proj\", \"v_proj\", \"o_proj\", \"gate_proj\", \"up_proj\", \"down_proj\",],\n",
-        "    lora_alpha = 16, lora_dropout = 0, bias = \"none\", use_gradient_checkpointing = \"unsloth\", random_state = 1024, use_rslora = False, loftq_config = None,)"
-      ],
-      "metadata": {
-        "id": "rIhaGb6-_H1G",
-        "colab": {
-          "base_uri": "https://localhost:8080/"
-        },
-        "outputId": "cd1197d3-fe92-4bfc-854b-657202966161"
-      },
-      "execution_count": 17,
-      "outputs": [
-        {
-          "output_type": "stream",
-          "name": "stderr",
-          "text": [
-            "Unsloth 2025.1.6 patched 48 layers with 48 QKV layers, 48 O layers and 48 MLP layers.\n"
-          ]
-        }
-      ]
-    },
-    {
-      "cell_type": "code",
-      "source": [
-        "df = df_train.copy()\n",
-        "df"
-      ],
-      "metadata": {
-        "id": "oZEOF6vfEn2T",
-        "colab": {
-          "base_uri": "https://localhost:8080/",
-          "height": 424
-        },
-        "outputId": "5feaafee-3ba8-445b-f3d5-abfd0a66adb4"
-      },
-      "execution_count": 18,
-      "outputs": [
-        {
-          "output_type": "execute_result",
-          "data": {
-            "text/plain": [
-              "                                                   Input  \\\n",
-              "0      Write a python function to find the index of s...   \n",
-              "1      Haemobilia is charactericed by all except ### ...   \n",
-              "2      Many people enjoy an adventure story. Others l...   \n",
-              "3      On their way driving to Los Angeles, Benjamin ...   \n",
-              "4      Nick is better at ping pong than Jason because...   \n",
-              "...                                                  ...   \n",
-              "33767  If each spoonful of Mikey's honey cluster of o...   \n",
-              "33768  How often can resolutions be approved for cont...   \n",
-              "33769  Elizabeth Freeman was born about 1742 to Afric...   \n",
-              "33770  कोलकाता के लिए 5-दिन की यात्रा योजना:\\n\\n**दिन...   \n",
-              "33771  सभी मान खोजें $x > 4$ जो संतुष्ट करते हैं\\n\\[\\...   \n",
-              "\n",
-              "                                                  Output LANG  \\\n",
-              "0      import math \\r\\ndef find_Index(n): \\r\\n    x =...   en   \n",
-              "1                                                      D   en   \n",
-              "2                                                      C   en   \n",
-              "3      To find the average number of billboards seen ...   en   \n",
-              "4                                                      B   en   \n",
-              "...                                                  ...  ...   \n",
-              "33767                                                  5   en   \n",
-              "33768  The text does not specify how often resolution...   en   \n",
-              "33769                                                  B   en   \n",
-              "33770  दिन 1: विक्टोरिया मेमोरियल, सेंट पॉल का कैथेड्...   hi   \n",
-              "33771  दी गई समीकरण से,\\n\\[\\sqrt{x + 4 \\sqrt{x - 4}} ...   hi   \n",
-              "\n",
-              "                       type subject_name topic; subject  \n",
-              "0                       NaN          NaN    NaN     NaN  \n",
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-              "33771  Intermediate Algebra          NaN    NaN     NaN  \n",
-              "\n",
-              "[33772 rows x 7 columns]"
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-              "      <td>Haemobilia is charactericed by all except ### ...</td>\n",
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-              "    <tr>\n",
-              "      <th>2</th>\n",
-              "      <td>Many people enjoy an adventure story. Others l...</td>\n",
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-              "      <td>en</td>\n",
-              "      <td>NaN</td>\n",
-              "      <td>NaN</td>\n",
-              "      <td>NaN</td>\n",
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-              "    <tr>\n",
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-              "      <td>On their way driving to Los Angeles, Benjamin ...</td>\n",
-              "      <td>To find the average number of billboards seen ...</td>\n",
-              "      <td>en</td>\n",
-              "      <td>NaN</td>\n",
-              "      <td>NaN</td>\n",
-              "      <td>NaN</td>\n",
-              "      <td>NaN</td>\n",
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-              "    <tr>\n",
-              "      <th>4</th>\n",
-              "      <td>Nick is better at ping pong than Jason because...</td>\n",
-              "      <td>B</td>\n",
-              "      <td>en</td>\n",
-              "      <td>NaN</td>\n",
-              "      <td>NaN</td>\n",
-              "      <td>NaN</td>\n",
-              "      <td>NaN</td>\n",
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-              "    <tr>\n",
-              "      <th>...</th>\n",
-              "      <td>...</td>\n",
-              "      <td>...</td>\n",
-              "      <td>...</td>\n",
-              "      <td>...</td>\n",
-              "      <td>...</td>\n",
-              "      <td>...</td>\n",
-              "      <td>...</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>33767</th>\n",
-              "      <td>If each spoonful of Mikey's honey cluster of o...</td>\n",
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-              "      <td>en</td>\n",
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-              "      <td>NaN</td>\n",
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-              "      <td>NaN</td>\n",
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-              "    <tr>\n",
-              "      <th>33768</th>\n",
-              "      <td>How often can resolutions be approved for cont...</td>\n",
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-              "      <td>en</td>\n",
-              "      <td>NaN</td>\n",
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-              "      <td>NaN</td>\n",
-              "      <td>NaN</td>\n",
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-              "    <tr>\n",
-              "      <th>33769</th>\n",
-              "      <td>Elizabeth Freeman was born about 1742 to Afric...</td>\n",
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-              "    <tr>\n",
-              "      <th>33770</th>\n",
-              "      <td>कोलकाता के लिए 5-दिन की यात्रा योजना:\\n\\n**दिन...</td>\n",
-              "      <td>दिन 1: विक्टोरिया मेमोरियल, सेंट पॉल का कैथेड्...</td>\n",
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-              "    <tr>\n",
-              "      <th>33771</th>\n",
-              "      <td>सभी मान खोजें $x &gt; 4$ जो संतुष्ट करते हैं\\n\\[\\...</td>\n",
-              "      <td>दी गई समीकरण से,\\n\\[\\sqrt{x + 4 \\sqrt{x - 4}} ...</td>\n",
-              "      <td>hi</td>\n",
-              "      <td>Intermediate Algebra</td>\n",
-              "      <td>NaN</td>\n",
-              "      <td>NaN</td>\n",
-              "      <td>NaN</td>\n",
-              "    </tr>\n",
-              "  </tbody>\n",
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-              "<p>33772 rows × 7 columns</p>\n",
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-              "variable_name": "df",
-              "summary": "{\n  \"name\": \"df\",\n  \"rows\": 33772,\n  \"fields\": [\n    {\n      \"column\": \"Input\",\n      \"properties\": {\n        \"dtype\": \"string\",\n        \"num_unique_values\": 32121,\n        \"samples\": [\n          \"Karwar Style Dali Thoy Recipe - Toor dal Curry ### LONG ANSWER ### \",\n          \"\\u0917\\u094b\\u0905\\u0928 \\u0938\\u094d\\u091f\\u093e\\u0907\\u0932 \\u0915\\u0930\\u0940\\u0932 \\u0921\\u0947 \\u0915\\u0948\\u092e\\u0930\\u094b \\u0930\\u0947\\u0938\\u093f\\u092a\\u0940 (\\u091d\\u0940\\u0902\\u0917\\u093e \\u0915\\u0930\\u0940 \\u0930\\u0947\\u0938\\u093f\\u092a\\u0940) ### LONG ANSWER ### \",\n          \"Identify potential drug interactions between the given medications and a patient's medical history or conditions. ### Metformin, Warfarin, and Aspirin in a patient with renal insufficiency ### LONG RESPONSE ### \"\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Output\",\n      \"properties\": {\n        \"dtype\": \"string\",\n        \"num_unique_values\": 23338,\n        \"samples\": [\n          \"\\u200b\\u200bProsecution under Section 276C(1) shall be launched where a person wilfully attempts to evade any tax, penalty or interest chargeable or imposable under this Act or under-reports his income.\\u200b\",\n          \"\\\"\\u092f\\u0939 \\u092c\\u094d\\u0930\\u093e\\u0902\\u0921 \\u092e\\u0947\\u0930\\u093e \\u092a\\u0938\\u0902\\u0926\\u0940\\u0926\\u093e \\u0939\\u0948 \\u091c\\u094b \\u092e\\u0947\\u0930\\u0940 \\u0938\\u094d\\u0915\\u093f\\u0928 \\u0915\\u0947 \\u0938\\u093e\\u0925 \\u092c\\u0939\\u0941\\u0924 \\u0905\\u091a\\u094d\\u091b\\u0940 \\u0924\\u0930\\u0939 \\u0938\\u0947 \\u092c\\u094d\\u0932\\u0947\\u0902\\u0921 \\u0939\\u094b\\u0924\\u093e \\u0939\\u0948 \\u0914\\u0930 \\u0907\\u0935\\u0928 \\u0938\\u094d\\u0915\\u093f\\u0928 \\u091f\\u094b\\u0928 \\u0926\\u0947\\u0924\\u093e \\u0939\\u0948\\u0964 \\u0907\\u0938\\u0915\\u0940 \\u092e\\u0940\\u0921\\u093f\\u092f\\u092e \\u0915\\u0935\\u0930\\u0947\\u091c \\u0939\\u0948 \\u091c\\u094b \\u0921\\u093e\\u0930\\u094d\\u0915 \\u0938\\u0930\\u094d\\u0915\\u0932\\u094d\\u0938 \\u0915\\u094b \\u091b\\u093f\\u092a\\u093e\\u0928\\u0947 \\u092e\\u0947\\u0902 \\u0905\\u091a\\u094d\\u091b\\u0940 \\u0924\\u0930\\u0939 \\u0938\\u0947 \\u0915\\u093e\\u092e \\u0915\\u0930\\u0924\\u0940 \\u0939\\u0948\\u0964\\\"\",\n          \"\\u092f\\u0926\\u093f \\u0926\\u094b\\u0928\\u094b\\u0902 \\u092a\\u093e\\u0938\\u0947 $1$ \\u0938\\u0947 $20$ \\u0924\\u0915 \\u0915\\u0947 \\u0928\\u0902\\u092c\\u0930 \\u0935\\u093e\\u0932\\u0947 \\u0939\\u094b\\u0924\\u0947, \\u0924\\u094b \\u0939\\u092e \\u0928\\u093f\\u092e\\u094d\\u0928\\u0932\\u093f\\u0916\\u093f\\u0924 \\u0924\\u0930\\u0940\\u0915\\u094b\\u0902 \\u0938\\u0947 $24$ \\u0915\\u093e \\u092f\\u094b\\u0917 \\u092a\\u094d\\u0930\\u093e\\u092a\\u094d\\u0924 \\u0915\\u0930 \\u0938\\u0915\\u0924\\u0947 \\u0925\\u0947: \\n\\\\begin{align*}\\n4&+20\\\\\\\\\\n5&+19\\\\\\\\\\n6&+18\\\\\\\\\\n& \\\\ \\\\, \\\\vdots \\\\\\\\\\n18&+6\\\\\\\\\\n19&+5\\\\\\\\\\n20&+4\\n\\\\end{align*} \\u092f\\u0939 \\u0915\\u0941\\u0932 $20-4+1=17$ \\u0924\\u0930\\u0940\\u0915\\u0947 \\u0939\\u0948\\u0902\\u0964 \\u0939\\u093e\\u0932\\u093e\\u0902\\u0915\\u093f, \\u092a\\u0939\\u0932\\u0947 \\u092a\\u093e\\u0938\\u0947 \\u092e\\u0947\\u0902 $20$ \\u0915\\u093e \\u091a\\u0947\\u0939\\u0930\\u093e \\u0928\\u0939\\u0940\\u0902 \\u0939\\u0948, \\u0907\\u0938\\u0932\\u093f\\u090f \\u0939\\u092e\\u0947\\u0902 $20+4$ \\u0915\\u0947 \\u0930\\u094b\\u0932 \\u0915\\u0930\\u0928\\u0947 \\u0915\\u0940 \\u0938\\u0902\\u092d\\u093e\\u0935\\u0928\\u093e \\u0915\\u094b \\u0939\\u091f\\u093e\\u0928\\u093e \\u0939\\u094b\\u0917\\u093e\\u0964 \\u0907\\u0938\\u0915\\u0947 \\u0905\\u0932\\u093e\\u0935\\u093e, \\u0926\\u0942\\u0938\\u0930\\u0947 \\u092a\\u093e\\u0938\\u0947 \\u092e\\u0947\\u0902 $9$ \\u0915\\u093e \\u091a\\u0947\\u0939\\u0930\\u093e \\u0928\\u0939\\u0940\\u0902 \\u0939\\u0948, \\u0907\\u0938\\u0932\\u093f\\u090f \\u0939\\u092e\\u0947\\u0902 $15+9$ \\u0915\\u0947 \\u0930\\u094b\\u0932 \\u0915\\u0930\\u0928\\u0947 \\u0915\\u0940 \\u0938\\u0902\\u092d\\u093e\\u0935\\u0928\\u093e \\u0915\\u094b \\u092d\\u0940 \\u0939\\u091f\\u093e\\u0928\\u093e \\u0939\\u094b\\u0917\\u093e\\u0964 \\u0907\\u0938\\u0938\\u0947 $17-2=15$ \\u0938\\u0902\\u092d\\u093e\\u0935\\u093f\\u0924 \\u0924\\u0930\\u0940\\u0915\\u0947 \\u092c\\u091a\\u0947 \\u0939\\u0948\\u0902 $24$ \\u0930\\u094b\\u0932 \\u0915\\u0930\\u0928\\u0947 \\u0915\\u0947 \\u0932\\u093f\\u090f\\u0964 \\u0915\\u0941\\u0932 $20\\\\cdot 20=400$ \\u0938\\u0902\\u092d\\u093e\\u0935\\u093f\\u0924 \\u0930\\u094b\\u0932 \\u0939\\u0948\\u0902, \\u0907\\u0938\\u0932\\u093f\\u090f \\u0905\\u0902\\u0924\\u093f\\u092e \\u0938\\u0902\\u092d\\u093e\\u0935\\u0928\\u093e \\u0939\\u0948: $$\\\\frac{15}{400}=\\\\boxed{\\\\frac{3}{80}}.$$\"\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"LANG\",\n      \"properties\": {\n        \"dtype\": \"category\",\n        \"num_unique_values\": 2,\n        \"samples\": [\n          \"hi\",\n          \"en\"\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"type\",\n      \"properties\": {\n        \"dtype\": \"category\",\n        \"num_unique_values\": 7,\n        \"samples\": [\n          \"Intermediate Algebra\",\n          \"Number Theory\"\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"subject_name\",\n      \"properties\": {\n        \"dtype\": \"category\",\n        \"num_unique_values\": 21,\n        \"samples\": [\n          \"Surgery\",\n          \"Psychiatry\"\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"topic;\",\n      \"properties\": {\n        \"dtype\": \"category\",\n        \"num_unique_values\": 97,\n        \"samples\": [\n          \"Astrophysics\",\n          \"Algebra\"\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"subject\",\n      \"properties\": {\n        \"dtype\": \"category\",\n        \"num_unique_values\": 57,\n        \"samples\": [\n          \"us_foreign_policy\",\n          \"high_school_world_history\"\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    }\n  ]\n}"
-            }
-          },
-          "metadata": {},
-          "execution_count": 18
-        }
-      ]
-    },
-    {
-      "cell_type": "code",
-      "source": [
-        "from datasets import Dataset\n",
-        "df_train['Output'] = df_train['Output'].astype(str)\n",
-        "dataset = Dataset.from_pandas(df_train)"
-      ],
-      "metadata": {
-        "id": "zYNCBXnxEvGg"
-      },
-      "execution_count": 19,
-      "outputs": []
-    },
-    {
-      "cell_type": "code",
-      "source": [
-        "alpaca_prompt = \"\"\"### INPUT: {} RESPONSE: {}\"\"\""
-      ],
-      "metadata": {
-        "id": "orRdPSsSE7u2"
-      },
-      "execution_count": 20,
-      "outputs": []
-    },
-    {
-      "cell_type": "code",
-      "source": [
-        "EOS_TOKEN = tokenizer.eos_token\n",
-        "def formatting_prompts_func(examples):\n",
-        "    inputs = examples[\"Input\"]\n",
-        "    outputs = examples[\"Output\"]\n",
-        "    texts = []\n",
-        "    for input_text, output_text in zip(inputs, outputs):\n",
-        "        text = alpaca_prompt.format(input_text, output_text) + EOS_TOKEN\n",
-        "        texts.append(text)\n",
-        "    return {\"text\": texts}\n",
-        "dataset = dataset.map(formatting_prompts_func, batched=True)"
-      ],
-      "metadata": {
-        "id": "3fax1umiFFG6",
-        "colab": {
-          "base_uri": "https://localhost:8080/",
-          "height": 49,
-          "referenced_widgets": [
-            "886d8947086f49ada680787fd3750e8c",
-            "a2a1d704687c45f9a9dd19b9fc4268ae",
-            "f95444e541134d64b639859ca71aab1b",
-            "47e9f9adddd943baabaf75a440039ae0",
-            "c77b465a56fe4905988a08ca3b6492de",
-            "ffdcfc7717134756bff2acc7a56327ce",
-            "63c826b5d2b845c7b4703ee758e79e1b",
-            "e42fe586032141aaa6c1b60cd119ad3c",
-            "d7d67273d34842cda58fbcb23f72b675",
-            "b9999266cc3a4607a8fa1dc86135c4c5",
-            "b08a2e3d306948c9b04be6de6caaa1b6"
-          ]
-        },
-        "outputId": "e7fb236e-0d80-4286-a246-d15affb56b99"
-      },
-      "execution_count": 21,
-      "outputs": [
-        {
-          "output_type": "display_data",
-          "data": {
-            "text/plain": [
-              "Map:   0%|          | 0/33772 [00:00<?, ? examples/s]"
-            ],
-            "application/vnd.jupyter.widget-view+json": {
-              "version_major": 2,
-              "version_minor": 0,
-              "model_id": "886d8947086f49ada680787fd3750e8c"
-            }
-          },
-          "metadata": {}
-        }
-      ]
-    },
-    {
-      "cell_type": "code",
-      "source": [
-        "def count_tokens(example):\n",
-        "    return {\"input_token_count\": len(tokenizer.tokenize(str(example.get(\"Input\", \"\"))))}\n",
-        "dataset = dataset.map(count_tokens)\n",
-        "dataset = dataset.sort(\"input_token_count\")"
-      ],
-      "metadata": {
-        "id": "jR_ZltTgFFEe",
-        "colab": {
-          "base_uri": "https://localhost:8080/",
-          "height": 49,
-          "referenced_widgets": [
-            "b75c46a99c474b438bf5538c43b81313",
-            "0899fa86f46f473c80eaf5c35260c1fa",
-            "056e50982a19476eadaa51a5030b1320",
-            "ea722092678544faaa681b29fc8dc4a4",
-            "2e6f7dbc9e764e0eaf4a644d70a2ec19",
-            "4fb025aef6e1493eaa75d15968337176",
-            "d5e0eb4ffb204d7abfc5acdd6bb50430",
-            "9325d9910ac64be69c680c35e3980d1a",
-            "59a8141878bf4b6190d5f8ffb8de6dd7",
-            "24f48e870b1c40dfbe467cfa59ce21e9",
-            "bc04a890b08a4f85a106b947d6908850"
-          ]
-        },
-        "outputId": "6f8cc3af-c8bb-4c13-96a3-f64324073a3c"
-      },
-      "execution_count": 22,
-      "outputs": [
-        {
-          "output_type": "display_data",
-          "data": {
-            "text/plain": [
-              "Map:   0%|          | 0/33772 [00:00<?, ? examples/s]"
-            ],
-            "application/vnd.jupyter.widget-view+json": {
-              "version_major": 2,
-              "version_minor": 0,
-              "model_id": "b75c46a99c474b438bf5538c43b81313"
-            }
-          },
-          "metadata": {}
-        }
-      ]
-    },
-    {
-      "cell_type": "code",
-      "source": [
-        "from datasets import concatenate_datasets\n",
-        "last_200 = dataset.select(range(len(dataset) - 200, len(dataset)))\n",
-        "remaining = dataset.select(range(len(dataset) - 200))\n",
-        "dataset = concatenate_datasets([last_200, remaining])\n",
-        "dataset = dataset.flatten_indices()"
-      ],
-      "metadata": {
-        "id": "zzKKRBXdFFCB",
-        "colab": {
-          "base_uri": "https://localhost:8080/",
-          "height": 49,
-          "referenced_widgets": [
-            "deac3022cbd54fd0b9198ba940745705",
-            "22f4205687204cf68c6189c920c424fc",
-            "5268e161edb54e1280a00fcd0376fe9e",
-            "c37e0b2dbeab412eb3688ef71abd1da2",
-            "8b93a5e84bdf4f7cac4fd72c34f8eb03",
-            "f416e8ca4155463699167cbfd7383121",
-            "903d74ccc37441abb26746e46190e068",
-            "91164ae5370e46878a537b72c3320a1f",
-            "e106e6fe75454c6f9a9d93d69da8e275",
-            "db41530a99a74c2b89fba2adceca967d",
-            "029c3b39dcc842438f491f3d3142f4cf"
-          ]
-        },
-        "outputId": "ac913655-fb52-4b43-f438-758e9922d124"
-      },
-      "execution_count": 23,
-      "outputs": [
-        {
-          "output_type": "display_data",
-          "data": {
-            "text/plain": [
-              "Flattening the indices:   0%|          | 0/33772 [00:00<?, ? examples/s]"
-            ],
-            "application/vnd.jupyter.widget-view+json": {
-              "version_major": 2,
-              "version_minor": 0,
-              "model_id": "deac3022cbd54fd0b9198ba940745705"
-            }
-          },
-          "metadata": {}
-        }
-      ]
-    },
-    {
-      "cell_type": "code",
-      "source": [
-        "from trl import SFTTrainer\n",
-        "from transformers import TrainingArguments\n",
-        "from unsloth import is_bfloat16_supported\n",
-        "trainer = SFTTrainer(\n",
-        "    model = model,\n",
-        "    tokenizer = tokenizer,\n",
-        "    train_dataset = dataset,\n",
-        "    dataset_text_field = \"text\",\n",
-        "    max_seq_length = max_seq_length,\n",
-        "    dataset_num_proc = 2,\n",
-        "    packing = False,\n",
-        "    args = TrainingArguments(\n",
-        "        per_device_train_batch_size = 4,\n",
-        "        gradient_accumulation_steps = 4,\n",
-        "        num_train_epochs = 1,\n",
-        "        learning_rate = 2e-5,\n",
-        "        fp16 = not is_bfloat16_supported(),\n",
-        "        bf16 = is_bfloat16_supported(),\n",
-        "        logging_steps = 1,\n",
-        "        optim = \"adamw_8bit\",\n",
-        "        weight_decay = 0.01,\n",
-        "        lr_scheduler_type = \"linear\",\n",
-        "        seed = 1024,\n",
-        "        output_dir = \"outputs\",\n",
-        "        report_to = \"none\",\n",
-        "    ),\n",
-        ")"
-      ],
-      "metadata": {
-        "id": "0bl3owAZFE_m",
-        "colab": {
-          "base_uri": "https://localhost:8080/",
-          "height": 49,
-          "referenced_widgets": [
-            "feae6e23f68f4dd797af42fd09e43f93",
-            "37668adb6faf4e0ca00793db71e4d980",
-            "7d911098dece437b88a9b7abb2ef3c63",
-            "91241fc5a0814413b881a1444a72bfbf",
-            "ba628791f3b7435b9b7a96739c2720c0",
-            "9e2c4ca4190d48df94caa47512e79c8c",
-            "e11cb875d5704164b0a92206dc634fd1",
-            "58751a7da05f4df8b9acd0e9f29f1ace",
-            "7d50c5a5767d4fb1bfe861013ea683a4",
-            "d9f97b2d61c24cbfa78cf5bb467db422",
-            "3aca1c5fd202401082889aba15782c4a"
-          ]
-        },
-        "outputId": "35d3fdaa-8d5e-4a63-a2d1-44fd0ba5cdae"
-      },
-      "execution_count": 24,
-      "outputs": [
-        {
-          "output_type": "display_data",
-          "data": {
-            "text/plain": [
-              "Map (num_proc=2):   0%|          | 0/33772 [00:00<?, ? examples/s]"
-            ],
-            "application/vnd.jupyter.widget-view+json": {
-              "version_major": 2,
-              "version_minor": 0,
-              "model_id": "feae6e23f68f4dd797af42fd09e43f93"
-            }
-          },
-          "metadata": {}
-        }
-      ]
-    },
-    {
-      "cell_type": "code",
-      "source": [
-        "trainer_stats = trainer.train()"
-      ],
-      "metadata": {
-        "id": "RcONa7bxFE7J",
-        "colab": {
-          "base_uri": "https://localhost:8080/",
-          "height": 1000
-        },
-        "outputId": "659479d0-14cd-41d6-d006-61e1756f3fc2"
-      },
-      "execution_count": 25,
-      "outputs": [
-        {
-          "output_type": "stream",
-          "name": "stderr",
-          "text": [
-            "==((====))==  Unsloth - 2x faster free finetuning | Num GPUs = 1\n",
-            "   \\\\   /|    Num examples = 33,772 | Num Epochs = 1\n",
-            "O^O/ \\_/ \\    Batch size per device = 4 | Gradient Accumulation steps = 4\n",
-            "\\        /    Total batch size = 16 | Total steps = 2,110\n",
-            " \"-____-\"     Number of trainable parameters = 68,812,800\n"
-          ]
-        },
-        {
-          "output_type": "display_data",
-          "data": {
-            "text/plain": [
-              "<IPython.core.display.HTML object>"
-            ],
-            "text/html": [
-              "\n",
-              "    <div>\n",
-              "      \n",
-              "      <progress value='2110' max='2110' style='width:300px; height:20px; vertical-align: middle;'></progress>\n",
-              "      [2110/2110 5:03:42, Epoch 0/1]\n",
-              "    </div>\n",
-              "    <table border=\"1\" class=\"dataframe\">\n",
-              "  <thead>\n",
-              " <tr style=\"text-align: left;\">\n",
-              "      <th>Step</th>\n",
-              "      <th>Training Loss</th>\n",
-              "    </tr>\n",
-              "  </thead>\n",
-              "  <tbody>\n",
-              "    <tr>\n",
-              "      <td>1</td>\n",
-              "      <td>1.121600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2</td>\n",
-              "      <td>0.870500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>3</td>\n",
-              "      <td>0.895400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>4</td>\n",
-              "      <td>1.036200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>5</td>\n",
-              "      <td>0.963300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>6</td>\n",
-              "      <td>1.113600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>7</td>\n",
-              "      <td>1.165800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>8</td>\n",
-              "      <td>1.317000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>9</td>\n",
-              "      <td>0.859100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>10</td>\n",
-              "      <td>0.878100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>11</td>\n",
-              "      <td>1.150400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>12</td>\n",
-              "      <td>0.783800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>13</td>\n",
-              "      <td>1.021900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>14</td>\n",
-              "      <td>1.015700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>15</td>\n",
-              "      <td>1.198400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>16</td>\n",
-              "      <td>1.437000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>17</td>\n",
-              "      <td>0.916500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>18</td>\n",
-              "      <td>1.147400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>19</td>\n",
-              "      <td>1.382300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>20</td>\n",
-              "      <td>0.922600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>21</td>\n",
-              "      <td>0.947100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>22</td>\n",
-              "      <td>1.140000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>23</td>\n",
-              "      <td>0.951800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>24</td>\n",
-              "      <td>0.967700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>25</td>\n",
-              "      <td>0.963800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>26</td>\n",
-              "      <td>1.176900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>27</td>\n",
-              "      <td>0.954200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>28</td>\n",
-              "      <td>0.821400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>29</td>\n",
-              "      <td>0.835400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>30</td>\n",
-              "      <td>0.759600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>31</td>\n",
-              "      <td>0.734700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>32</td>\n",
-              "      <td>0.911800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>33</td>\n",
-              "      <td>0.906000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>34</td>\n",
-              "      <td>1.224500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>35</td>\n",
-              "      <td>0.981000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>36</td>\n",
-              "      <td>0.789800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>37</td>\n",
-              "      <td>0.991000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>38</td>\n",
-              "      <td>0.789800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>39</td>\n",
-              "      <td>0.952800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>40</td>\n",
-              "      <td>0.824200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>41</td>\n",
-              "      <td>1.055000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>42</td>\n",
-              "      <td>0.775400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>43</td>\n",
-              "      <td>0.847600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>44</td>\n",
-              "      <td>0.881200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>45</td>\n",
-              "      <td>0.683100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>46</td>\n",
-              "      <td>0.685100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>47</td>\n",
-              "      <td>0.931200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>48</td>\n",
-              "      <td>0.934000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>49</td>\n",
-              "      <td>0.772600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>50</td>\n",
-              "      <td>1.134300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>51</td>\n",
-              "      <td>0.725200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>52</td>\n",
-              "      <td>0.978800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>53</td>\n",
-              "      <td>0.961400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>54</td>\n",
-              "      <td>0.799800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>55</td>\n",
-              "      <td>0.876100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>56</td>\n",
-              "      <td>0.871700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>57</td>\n",
-              "      <td>0.844500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>58</td>\n",
-              "      <td>0.794100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>59</td>\n",
-              "      <td>0.812500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>60</td>\n",
-              "      <td>0.887900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>61</td>\n",
-              "      <td>0.600600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>62</td>\n",
-              "      <td>0.969700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>63</td>\n",
-              "      <td>0.928200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>64</td>\n",
-              "      <td>0.970400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>65</td>\n",
-              "      <td>0.845400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>66</td>\n",
-              "      <td>0.675400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>67</td>\n",
-              "      <td>1.312600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>68</td>\n",
-              "      <td>0.785500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>69</td>\n",
-              "      <td>0.850000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>70</td>\n",
-              "      <td>1.107300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>71</td>\n",
-              "      <td>0.850500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>72</td>\n",
-              "      <td>0.750100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>73</td>\n",
-              "      <td>0.782500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>74</td>\n",
-              "      <td>0.916000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>75</td>\n",
-              "      <td>0.747900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>76</td>\n",
-              "      <td>0.790000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>77</td>\n",
-              "      <td>0.799000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>78</td>\n",
-              "      <td>0.684300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>79</td>\n",
-              "      <td>0.972500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>80</td>\n",
-              "      <td>0.760000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>81</td>\n",
-              "      <td>0.639100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>82</td>\n",
-              "      <td>0.760200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>83</td>\n",
-              "      <td>0.935000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>84</td>\n",
-              "      <td>0.733800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>85</td>\n",
-              "      <td>0.787000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>86</td>\n",
-              "      <td>0.985900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>87</td>\n",
-              "      <td>0.553300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>88</td>\n",
-              "      <td>0.783900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>89</td>\n",
-              "      <td>0.816200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>90</td>\n",
-              "      <td>0.785900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>91</td>\n",
-              "      <td>0.605100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>92</td>\n",
-              "      <td>0.720700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>93</td>\n",
-              "      <td>0.693900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>94</td>\n",
-              "      <td>0.602300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>95</td>\n",
-              "      <td>0.650700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>96</td>\n",
-              "      <td>0.779900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>97</td>\n",
-              "      <td>0.774200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>98</td>\n",
-              "      <td>0.663800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>99</td>\n",
-              "      <td>0.874400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>100</td>\n",
-              "      <td>0.962000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>101</td>\n",
-              "      <td>0.755300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>102</td>\n",
-              "      <td>0.872500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>103</td>\n",
-              "      <td>0.671900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>104</td>\n",
-              "      <td>0.840500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>105</td>\n",
-              "      <td>0.875200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>106</td>\n",
-              "      <td>0.737500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>107</td>\n",
-              "      <td>0.562100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>108</td>\n",
-              "      <td>0.795500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>109</td>\n",
-              "      <td>0.771000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>110</td>\n",
-              "      <td>0.590600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>111</td>\n",
-              "      <td>0.854800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>112</td>\n",
-              "      <td>0.798600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>113</td>\n",
-              "      <td>0.811000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>114</td>\n",
-              "      <td>0.771100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>115</td>\n",
-              "      <td>1.197600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>116</td>\n",
-              "      <td>0.681800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>117</td>\n",
-              "      <td>0.798800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>118</td>\n",
-              "      <td>0.717300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>119</td>\n",
-              "      <td>0.603600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>120</td>\n",
-              "      <td>0.888700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>121</td>\n",
-              "      <td>0.555500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>122</td>\n",
-              "      <td>0.654000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>123</td>\n",
-              "      <td>0.706600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>124</td>\n",
-              "      <td>0.740800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>125</td>\n",
-              "      <td>0.721200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>126</td>\n",
-              "      <td>0.683200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>127</td>\n",
-              "      <td>0.678400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>128</td>\n",
-              "      <td>0.631400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>129</td>\n",
-              "      <td>0.641500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>130</td>\n",
-              "      <td>0.654900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>131</td>\n",
-              "      <td>0.977100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>132</td>\n",
-              "      <td>0.631100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>133</td>\n",
-              "      <td>0.727000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>134</td>\n",
-              "      <td>0.474000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>135</td>\n",
-              "      <td>0.597200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>136</td>\n",
-              "      <td>0.612100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>137</td>\n",
-              "      <td>0.610300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>138</td>\n",
-              "      <td>0.961600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>139</td>\n",
-              "      <td>0.700000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>140</td>\n",
-              "      <td>0.597200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>141</td>\n",
-              "      <td>0.849500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>142</td>\n",
-              "      <td>0.704400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>143</td>\n",
-              "      <td>0.689600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>144</td>\n",
-              "      <td>0.780700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>145</td>\n",
-              "      <td>0.645000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>146</td>\n",
-              "      <td>0.735200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>147</td>\n",
-              "      <td>0.715200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>148</td>\n",
-              "      <td>0.573100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>149</td>\n",
-              "      <td>0.754500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>150</td>\n",
-              "      <td>0.633700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>151</td>\n",
-              "      <td>0.628600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>152</td>\n",
-              "      <td>0.739900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>153</td>\n",
-              "      <td>0.786400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>154</td>\n",
-              "      <td>0.622700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>155</td>\n",
-              "      <td>0.633800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>156</td>\n",
-              "      <td>0.676700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>157</td>\n",
-              "      <td>0.574300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>158</td>\n",
-              "      <td>0.924400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>159</td>\n",
-              "      <td>0.860500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>160</td>\n",
-              "      <td>0.704100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>161</td>\n",
-              "      <td>0.627800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>162</td>\n",
-              "      <td>0.707800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>163</td>\n",
-              "      <td>0.631300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>164</td>\n",
-              "      <td>0.687800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>165</td>\n",
-              "      <td>0.862300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>166</td>\n",
-              "      <td>0.645700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>167</td>\n",
-              "      <td>0.664000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>168</td>\n",
-              "      <td>0.689600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>169</td>\n",
-              "      <td>0.608300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>170</td>\n",
-              "      <td>0.847300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>171</td>\n",
-              "      <td>0.762700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>172</td>\n",
-              "      <td>0.919200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>173</td>\n",
-              "      <td>0.874000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>174</td>\n",
-              "      <td>0.879400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>175</td>\n",
-              "      <td>0.683800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>176</td>\n",
-              "      <td>0.657200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>177</td>\n",
-              "      <td>0.606100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>178</td>\n",
-              "      <td>0.634900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>179</td>\n",
-              "      <td>0.704600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>180</td>\n",
-              "      <td>0.677500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>181</td>\n",
-              "      <td>0.678400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>182</td>\n",
-              "      <td>0.784600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>183</td>\n",
-              "      <td>0.709500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>184</td>\n",
-              "      <td>0.838700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>185</td>\n",
-              "      <td>0.833200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>186</td>\n",
-              "      <td>0.554800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>187</td>\n",
-              "      <td>0.538200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>188</td>\n",
-              "      <td>0.565000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>189</td>\n",
-              "      <td>0.907000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>190</td>\n",
-              "      <td>0.630600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>191</td>\n",
-              "      <td>0.591500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>192</td>\n",
-              "      <td>0.664600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>193</td>\n",
-              "      <td>0.864000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>194</td>\n",
-              "      <td>0.746900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>195</td>\n",
-              "      <td>0.754900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>196</td>\n",
-              "      <td>0.747200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>197</td>\n",
-              "      <td>0.638200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>198</td>\n",
-              "      <td>0.818100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>199</td>\n",
-              "      <td>0.792600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>200</td>\n",
-              "      <td>0.774100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>201</td>\n",
-              "      <td>0.598300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>202</td>\n",
-              "      <td>0.724500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>203</td>\n",
-              "      <td>0.634100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>204</td>\n",
-              "      <td>0.733300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>205</td>\n",
-              "      <td>0.825900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>206</td>\n",
-              "      <td>0.982000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>207</td>\n",
-              "      <td>0.531200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>208</td>\n",
-              "      <td>0.587500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>209</td>\n",
-              "      <td>0.603900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>210</td>\n",
-              "      <td>0.601400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>211</td>\n",
-              "      <td>0.539300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>212</td>\n",
-              "      <td>0.754800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>213</td>\n",
-              "      <td>0.538700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>214</td>\n",
-              "      <td>0.764400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>215</td>\n",
-              "      <td>0.866300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>216</td>\n",
-              "      <td>0.756800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>217</td>\n",
-              "      <td>0.765200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>218</td>\n",
-              "      <td>0.660100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>219</td>\n",
-              "      <td>0.851500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>220</td>\n",
-              "      <td>0.890500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>221</td>\n",
-              "      <td>0.816600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>222</td>\n",
-              "      <td>0.978300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>223</td>\n",
-              "      <td>0.679500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>224</td>\n",
-              "      <td>0.625700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>225</td>\n",
-              "      <td>0.716600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>226</td>\n",
-              "      <td>0.884800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>227</td>\n",
-              "      <td>0.547900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>228</td>\n",
-              "      <td>0.616000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>229</td>\n",
-              "      <td>0.616500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>230</td>\n",
-              "      <td>0.580900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>231</td>\n",
-              "      <td>0.796800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>232</td>\n",
-              "      <td>0.858400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>233</td>\n",
-              "      <td>0.595700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>234</td>\n",
-              "      <td>0.755400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>235</td>\n",
-              "      <td>0.713900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>236</td>\n",
-              "      <td>0.818600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>237</td>\n",
-              "      <td>0.881700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>238</td>\n",
-              "      <td>0.799600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>239</td>\n",
-              "      <td>1.012800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>240</td>\n",
-              "      <td>0.716600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>241</td>\n",
-              "      <td>0.739400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>242</td>\n",
-              "      <td>0.579000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>243</td>\n",
-              "      <td>1.102900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>244</td>\n",
-              "      <td>0.606000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>245</td>\n",
-              "      <td>0.568500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>246</td>\n",
-              "      <td>0.503600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>247</td>\n",
-              "      <td>0.598300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>248</td>\n",
-              "      <td>0.573100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>249</td>\n",
-              "      <td>0.822900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>250</td>\n",
-              "      <td>0.648700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>251</td>\n",
-              "      <td>0.706300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>252</td>\n",
-              "      <td>0.711500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>253</td>\n",
-              "      <td>0.689700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>254</td>\n",
-              "      <td>0.807100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>255</td>\n",
-              "      <td>0.539700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>256</td>\n",
-              "      <td>0.620000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>257</td>\n",
-              "      <td>0.779000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>258</td>\n",
-              "      <td>0.722000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>259</td>\n",
-              "      <td>0.917800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>260</td>\n",
-              "      <td>0.586800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>261</td>\n",
-              "      <td>0.721900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>262</td>\n",
-              "      <td>0.704200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>263</td>\n",
-              "      <td>0.596400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>264</td>\n",
-              "      <td>0.648300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>265</td>\n",
-              "      <td>0.821600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>266</td>\n",
-              "      <td>0.797400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>267</td>\n",
-              "      <td>0.931300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>268</td>\n",
-              "      <td>0.637300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>269</td>\n",
-              "      <td>0.684000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>270</td>\n",
-              "      <td>0.631300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>271</td>\n",
-              "      <td>0.592900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>272</td>\n",
-              "      <td>0.712400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>273</td>\n",
-              "      <td>0.618000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>274</td>\n",
-              "      <td>0.558000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>275</td>\n",
-              "      <td>0.561900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>276</td>\n",
-              "      <td>0.842400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>277</td>\n",
-              "      <td>0.673000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>278</td>\n",
-              "      <td>0.606900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>279</td>\n",
-              "      <td>0.882500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>280</td>\n",
-              "      <td>0.638500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>281</td>\n",
-              "      <td>0.800800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>282</td>\n",
-              "      <td>0.609900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>283</td>\n",
-              "      <td>0.664000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>284</td>\n",
-              "      <td>0.707200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>285</td>\n",
-              "      <td>0.633600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>286</td>\n",
-              "      <td>0.577600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>287</td>\n",
-              "      <td>0.688000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>288</td>\n",
-              "      <td>0.714300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>289</td>\n",
-              "      <td>0.696000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>290</td>\n",
-              "      <td>0.566900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>291</td>\n",
-              "      <td>0.699600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>292</td>\n",
-              "      <td>0.736200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>293</td>\n",
-              "      <td>0.674900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>294</td>\n",
-              "      <td>0.694800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>295</td>\n",
-              "      <td>0.573800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>296</td>\n",
-              "      <td>0.787500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>297</td>\n",
-              "      <td>0.881400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>298</td>\n",
-              "      <td>0.544500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>299</td>\n",
-              "      <td>0.775700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>300</td>\n",
-              "      <td>0.746800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>301</td>\n",
-              "      <td>0.570200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>302</td>\n",
-              "      <td>0.835300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>303</td>\n",
-              "      <td>0.673700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>304</td>\n",
-              "      <td>1.025900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>305</td>\n",
-              "      <td>0.639200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>306</td>\n",
-              "      <td>0.537200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>307</td>\n",
-              "      <td>0.549000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>308</td>\n",
-              "      <td>1.082100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>309</td>\n",
-              "      <td>0.612000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>310</td>\n",
-              "      <td>0.704500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>311</td>\n",
-              "      <td>0.796000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>312</td>\n",
-              "      <td>0.637000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>313</td>\n",
-              "      <td>0.617300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>314</td>\n",
-              "      <td>0.821200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>315</td>\n",
-              "      <td>0.833500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>316</td>\n",
-              "      <td>0.563800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>317</td>\n",
-              "      <td>0.687700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>318</td>\n",
-              "      <td>0.862100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>319</td>\n",
-              "      <td>0.707900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>320</td>\n",
-              "      <td>0.730700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>321</td>\n",
-              "      <td>0.487200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>322</td>\n",
-              "      <td>0.685900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>323</td>\n",
-              "      <td>0.596400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>324</td>\n",
-              "      <td>0.545500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>325</td>\n",
-              "      <td>0.725000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>326</td>\n",
-              "      <td>0.757300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>327</td>\n",
-              "      <td>0.595100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>328</td>\n",
-              "      <td>0.728600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>329</td>\n",
-              "      <td>0.705800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>330</td>\n",
-              "      <td>0.467400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>331</td>\n",
-              "      <td>0.661800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>332</td>\n",
-              "      <td>0.727400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>333</td>\n",
-              "      <td>0.732200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>334</td>\n",
-              "      <td>0.609000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>335</td>\n",
-              "      <td>0.642100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>336</td>\n",
-              "      <td>0.901800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>337</td>\n",
-              "      <td>0.570800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>338</td>\n",
-              "      <td>0.774000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>339</td>\n",
-              "      <td>0.766400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>340</td>\n",
-              "      <td>0.496200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>341</td>\n",
-              "      <td>0.748500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>342</td>\n",
-              "      <td>0.933900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>343</td>\n",
-              "      <td>0.684300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>344</td>\n",
-              "      <td>0.702500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>345</td>\n",
-              "      <td>0.840500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>346</td>\n",
-              "      <td>0.531600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>347</td>\n",
-              "      <td>0.640200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>348</td>\n",
-              "      <td>0.783900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>349</td>\n",
-              "      <td>0.820900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>350</td>\n",
-              "      <td>0.715800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>351</td>\n",
-              "      <td>0.562100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>352</td>\n",
-              "      <td>0.665100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>353</td>\n",
-              "      <td>0.579300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>354</td>\n",
-              "      <td>0.787200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>355</td>\n",
-              "      <td>1.000900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>356</td>\n",
-              "      <td>0.600100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>357</td>\n",
-              "      <td>0.693900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>358</td>\n",
-              "      <td>0.745800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>359</td>\n",
-              "      <td>0.579300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>360</td>\n",
-              "      <td>0.661300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>361</td>\n",
-              "      <td>0.667600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>362</td>\n",
-              "      <td>0.795700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>363</td>\n",
-              "      <td>0.602900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>364</td>\n",
-              "      <td>0.579400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>365</td>\n",
-              "      <td>0.686600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>366</td>\n",
-              "      <td>0.683900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>367</td>\n",
-              "      <td>0.542300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>368</td>\n",
-              "      <td>0.928000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>369</td>\n",
-              "      <td>0.750900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>370</td>\n",
-              "      <td>0.596000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>371</td>\n",
-              "      <td>0.693100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>372</td>\n",
-              "      <td>0.694600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>373</td>\n",
-              "      <td>0.807600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>374</td>\n",
-              "      <td>0.614000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>375</td>\n",
-              "      <td>0.612100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>376</td>\n",
-              "      <td>0.655800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>377</td>\n",
-              "      <td>0.820800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>378</td>\n",
-              "      <td>0.519300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>379</td>\n",
-              "      <td>0.729100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>380</td>\n",
-              "      <td>0.955200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>381</td>\n",
-              "      <td>0.892400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>382</td>\n",
-              "      <td>0.829100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>383</td>\n",
-              "      <td>0.555200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>384</td>\n",
-              "      <td>0.651400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>385</td>\n",
-              "      <td>0.757900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>386</td>\n",
-              "      <td>0.706200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>387</td>\n",
-              "      <td>0.604200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>388</td>\n",
-              "      <td>0.582800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>389</td>\n",
-              "      <td>0.573200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>390</td>\n",
-              "      <td>0.666600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>391</td>\n",
-              "      <td>0.665500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>392</td>\n",
-              "      <td>0.620700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>393</td>\n",
-              "      <td>0.986700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>394</td>\n",
-              "      <td>0.722800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>395</td>\n",
-              "      <td>0.544400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>396</td>\n",
-              "      <td>0.598800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>397</td>\n",
-              "      <td>0.847800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>398</td>\n",
-              "      <td>0.744300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>399</td>\n",
-              "      <td>0.617900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>400</td>\n",
-              "      <td>0.620300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>401</td>\n",
-              "      <td>0.753300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>402</td>\n",
-              "      <td>0.580100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>403</td>\n",
-              "      <td>0.713200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>404</td>\n",
-              "      <td>0.573800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>405</td>\n",
-              "      <td>0.569700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>406</td>\n",
-              "      <td>0.735500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>407</td>\n",
-              "      <td>0.706300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>408</td>\n",
-              "      <td>0.769800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>409</td>\n",
-              "      <td>0.589000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>410</td>\n",
-              "      <td>0.677900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>411</td>\n",
-              "      <td>0.699800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>412</td>\n",
-              "      <td>0.594800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>413</td>\n",
-              "      <td>1.209800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>414</td>\n",
-              "      <td>0.638000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>415</td>\n",
-              "      <td>0.716500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>416</td>\n",
-              "      <td>0.524500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>417</td>\n",
-              "      <td>0.881100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>418</td>\n",
-              "      <td>0.622100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>419</td>\n",
-              "      <td>0.552300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>420</td>\n",
-              "      <td>0.686300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>421</td>\n",
-              "      <td>0.809100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>422</td>\n",
-              "      <td>0.592500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>423</td>\n",
-              "      <td>0.629500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>424</td>\n",
-              "      <td>0.737400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>425</td>\n",
-              "      <td>0.645100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>426</td>\n",
-              "      <td>0.633100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>427</td>\n",
-              "      <td>0.710300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>428</td>\n",
-              "      <td>0.630700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>429</td>\n",
-              "      <td>0.729300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>430</td>\n",
-              "      <td>0.737600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>431</td>\n",
-              "      <td>0.705200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>432</td>\n",
-              "      <td>0.633600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>433</td>\n",
-              "      <td>0.660600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>434</td>\n",
-              "      <td>0.769000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>435</td>\n",
-              "      <td>0.682300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>436</td>\n",
-              "      <td>0.873200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>437</td>\n",
-              "      <td>0.559700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>438</td>\n",
-              "      <td>0.856300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>439</td>\n",
-              "      <td>0.559600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>440</td>\n",
-              "      <td>0.693000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>441</td>\n",
-              "      <td>0.512500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>442</td>\n",
-              "      <td>0.549200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>443</td>\n",
-              "      <td>0.641900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>444</td>\n",
-              "      <td>0.661700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>445</td>\n",
-              "      <td>0.561100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>446</td>\n",
-              "      <td>0.692800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>447</td>\n",
-              "      <td>0.603000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>448</td>\n",
-              "      <td>0.701000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>449</td>\n",
-              "      <td>0.791300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>450</td>\n",
-              "      <td>0.640600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>451</td>\n",
-              "      <td>0.971300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>452</td>\n",
-              "      <td>0.746300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>453</td>\n",
-              "      <td>0.614600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>454</td>\n",
-              "      <td>0.730400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>455</td>\n",
-              "      <td>0.703800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>456</td>\n",
-              "      <td>0.626100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>457</td>\n",
-              "      <td>0.602700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>458</td>\n",
-              "      <td>0.555800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>459</td>\n",
-              "      <td>0.591800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>460</td>\n",
-              "      <td>0.632800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>461</td>\n",
-              "      <td>0.792400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>462</td>\n",
-              "      <td>0.646100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>463</td>\n",
-              "      <td>0.643700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>464</td>\n",
-              "      <td>0.689100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>465</td>\n",
-              "      <td>0.629500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>466</td>\n",
-              "      <td>0.726700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>467</td>\n",
-              "      <td>0.637000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>468</td>\n",
-              "      <td>0.534600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>469</td>\n",
-              "      <td>0.877600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>470</td>\n",
-              "      <td>0.769100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>471</td>\n",
-              "      <td>0.557500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>472</td>\n",
-              "      <td>0.672400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>473</td>\n",
-              "      <td>0.725600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>474</td>\n",
-              "      <td>0.558100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>475</td>\n",
-              "      <td>0.708300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>476</td>\n",
-              "      <td>0.847600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>477</td>\n",
-              "      <td>0.594600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>478</td>\n",
-              "      <td>0.992300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>479</td>\n",
-              "      <td>0.591800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>480</td>\n",
-              "      <td>0.577700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>481</td>\n",
-              "      <td>0.566400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>482</td>\n",
-              "      <td>0.728300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>483</td>\n",
-              "      <td>0.756400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>484</td>\n",
-              "      <td>0.692500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>485</td>\n",
-              "      <td>0.721400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>486</td>\n",
-              "      <td>0.801200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>487</td>\n",
-              "      <td>0.567300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>488</td>\n",
-              "      <td>0.666400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>489</td>\n",
-              "      <td>0.611000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>490</td>\n",
-              "      <td>0.664800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>491</td>\n",
-              "      <td>0.639100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>492</td>\n",
-              "      <td>0.741800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>493</td>\n",
-              "      <td>0.692000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>494</td>\n",
-              "      <td>0.592300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>495</td>\n",
-              "      <td>0.610700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>496</td>\n",
-              "      <td>0.588000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>497</td>\n",
-              "      <td>0.529200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>498</td>\n",
-              "      <td>0.698700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>499</td>\n",
-              "      <td>0.923300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>500</td>\n",
-              "      <td>0.607900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>501</td>\n",
-              "      <td>0.662900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>502</td>\n",
-              "      <td>0.588400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>503</td>\n",
-              "      <td>0.569700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>504</td>\n",
-              "      <td>0.831600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>505</td>\n",
-              "      <td>0.758600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>506</td>\n",
-              "      <td>0.665000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>507</td>\n",
-              "      <td>0.664100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>508</td>\n",
-              "      <td>0.434900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>509</td>\n",
-              "      <td>0.726100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>510</td>\n",
-              "      <td>0.658000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>511</td>\n",
-              "      <td>0.693300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>512</td>\n",
-              "      <td>0.563000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>513</td>\n",
-              "      <td>0.600600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>514</td>\n",
-              "      <td>0.680300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>515</td>\n",
-              "      <td>0.677900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>516</td>\n",
-              "      <td>0.561200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>517</td>\n",
-              "      <td>0.727100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>518</td>\n",
-              "      <td>0.556100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>519</td>\n",
-              "      <td>0.872500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>520</td>\n",
-              "      <td>0.544200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>521</td>\n",
-              "      <td>0.600800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>522</td>\n",
-              "      <td>0.624600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>523</td>\n",
-              "      <td>0.745900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>524</td>\n",
-              "      <td>0.684200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>525</td>\n",
-              "      <td>0.598400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>526</td>\n",
-              "      <td>0.667900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>527</td>\n",
-              "      <td>0.682100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>528</td>\n",
-              "      <td>0.699100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>529</td>\n",
-              "      <td>0.694400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>530</td>\n",
-              "      <td>0.735600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>531</td>\n",
-              "      <td>0.626100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>532</td>\n",
-              "      <td>0.905800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>533</td>\n",
-              "      <td>0.680600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>534</td>\n",
-              "      <td>0.729800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>535</td>\n",
-              "      <td>0.684200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>536</td>\n",
-              "      <td>0.777100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>537</td>\n",
-              "      <td>0.661100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>538</td>\n",
-              "      <td>0.692300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>539</td>\n",
-              "      <td>0.801800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>540</td>\n",
-              "      <td>0.638100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>541</td>\n",
-              "      <td>0.722200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>542</td>\n",
-              "      <td>0.653500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>543</td>\n",
-              "      <td>0.913000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>544</td>\n",
-              "      <td>0.647100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>545</td>\n",
-              "      <td>0.749900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>546</td>\n",
-              "      <td>0.826600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>547</td>\n",
-              "      <td>0.672400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>548</td>\n",
-              "      <td>0.853000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>549</td>\n",
-              "      <td>0.699600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>550</td>\n",
-              "      <td>0.683200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>551</td>\n",
-              "      <td>0.644900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>552</td>\n",
-              "      <td>0.662400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>553</td>\n",
-              "      <td>0.609700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>554</td>\n",
-              "      <td>0.625000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>555</td>\n",
-              "      <td>0.717600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>556</td>\n",
-              "      <td>0.604900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>557</td>\n",
-              "      <td>0.751000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>558</td>\n",
-              "      <td>0.596400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>559</td>\n",
-              "      <td>0.604700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>560</td>\n",
-              "      <td>0.663900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>561</td>\n",
-              "      <td>0.741400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>562</td>\n",
-              "      <td>0.847700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>563</td>\n",
-              "      <td>0.492100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>564</td>\n",
-              "      <td>0.801900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>565</td>\n",
-              "      <td>0.580000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>566</td>\n",
-              "      <td>0.622400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>567</td>\n",
-              "      <td>0.582500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>568</td>\n",
-              "      <td>0.668300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>569</td>\n",
-              "      <td>0.775500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>570</td>\n",
-              "      <td>0.551600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>571</td>\n",
-              "      <td>0.754000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>572</td>\n",
-              "      <td>0.831500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>573</td>\n",
-              "      <td>0.604400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>574</td>\n",
-              "      <td>0.809400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>575</td>\n",
-              "      <td>0.816800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>576</td>\n",
-              "      <td>0.513800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>577</td>\n",
-              "      <td>0.693700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>578</td>\n",
-              "      <td>0.678400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>579</td>\n",
-              "      <td>0.634000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>580</td>\n",
-              "      <td>0.959300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>581</td>\n",
-              "      <td>0.530300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>582</td>\n",
-              "      <td>0.653900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>583</td>\n",
-              "      <td>0.850300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>584</td>\n",
-              "      <td>0.623000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>585</td>\n",
-              "      <td>0.829700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>586</td>\n",
-              "      <td>0.483900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>587</td>\n",
-              "      <td>0.715400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>588</td>\n",
-              "      <td>0.619800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>589</td>\n",
-              "      <td>0.558400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>590</td>\n",
-              "      <td>0.598300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>591</td>\n",
-              "      <td>0.740800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>592</td>\n",
-              "      <td>0.668200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>593</td>\n",
-              "      <td>0.651100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>594</td>\n",
-              "      <td>0.493700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>595</td>\n",
-              "      <td>0.678500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>596</td>\n",
-              "      <td>0.688300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>597</td>\n",
-              "      <td>0.636400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>598</td>\n",
-              "      <td>0.752900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>599</td>\n",
-              "      <td>0.614700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>600</td>\n",
-              "      <td>0.542600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>601</td>\n",
-              "      <td>0.829700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>602</td>\n",
-              "      <td>0.514700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>603</td>\n",
-              "      <td>0.755300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>604</td>\n",
-              "      <td>0.580300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>605</td>\n",
-              "      <td>0.843700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>606</td>\n",
-              "      <td>0.628300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>607</td>\n",
-              "      <td>0.830900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>608</td>\n",
-              "      <td>0.726600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>609</td>\n",
-              "      <td>0.572100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>610</td>\n",
-              "      <td>0.576000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>611</td>\n",
-              "      <td>0.642600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>612</td>\n",
-              "      <td>0.786000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>613</td>\n",
-              "      <td>0.724400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>614</td>\n",
-              "      <td>0.696400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>615</td>\n",
-              "      <td>0.508700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>616</td>\n",
-              "      <td>0.708800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>617</td>\n",
-              "      <td>0.869800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>618</td>\n",
-              "      <td>0.921900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>619</td>\n",
-              "      <td>0.624100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>620</td>\n",
-              "      <td>0.597100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>621</td>\n",
-              "      <td>0.712400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>622</td>\n",
-              "      <td>0.603900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>623</td>\n",
-              "      <td>0.519500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>624</td>\n",
-              "      <td>0.594700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>625</td>\n",
-              "      <td>0.770700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>626</td>\n",
-              "      <td>0.697700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>627</td>\n",
-              "      <td>0.822200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>628</td>\n",
-              "      <td>0.676400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>629</td>\n",
-              "      <td>0.611400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>630</td>\n",
-              "      <td>0.584200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>631</td>\n",
-              "      <td>0.658200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>632</td>\n",
-              "      <td>0.527200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>633</td>\n",
-              "      <td>0.812800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>634</td>\n",
-              "      <td>0.533700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>635</td>\n",
-              "      <td>0.697700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>636</td>\n",
-              "      <td>0.599700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>637</td>\n",
-              "      <td>0.587300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>638</td>\n",
-              "      <td>0.492100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>639</td>\n",
-              "      <td>0.624600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>640</td>\n",
-              "      <td>0.460600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>641</td>\n",
-              "      <td>0.938200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>642</td>\n",
-              "      <td>0.538500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>643</td>\n",
-              "      <td>0.599500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>644</td>\n",
-              "      <td>0.607500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>645</td>\n",
-              "      <td>0.583000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>646</td>\n",
-              "      <td>0.830800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>647</td>\n",
-              "      <td>0.777300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>648</td>\n",
-              "      <td>0.627100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>649</td>\n",
-              "      <td>0.721000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>650</td>\n",
-              "      <td>0.649100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>651</td>\n",
-              "      <td>0.950100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>652</td>\n",
-              "      <td>0.750300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>653</td>\n",
-              "      <td>0.612500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>654</td>\n",
-              "      <td>1.317400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>655</td>\n",
-              "      <td>0.726600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>656</td>\n",
-              "      <td>0.762100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>657</td>\n",
-              "      <td>0.696400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>658</td>\n",
-              "      <td>0.758500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>659</td>\n",
-              "      <td>1.069500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>660</td>\n",
-              "      <td>0.704100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>661</td>\n",
-              "      <td>0.607200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>662</td>\n",
-              "      <td>0.651800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>663</td>\n",
-              "      <td>0.564400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>664</td>\n",
-              "      <td>0.858500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>665</td>\n",
-              "      <td>0.579100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>666</td>\n",
-              "      <td>0.817700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>667</td>\n",
-              "      <td>0.840200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>668</td>\n",
-              "      <td>0.531700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>669</td>\n",
-              "      <td>0.694900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>670</td>\n",
-              "      <td>0.539200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>671</td>\n",
-              "      <td>0.733700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>672</td>\n",
-              "      <td>0.582100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>673</td>\n",
-              "      <td>0.515600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>674</td>\n",
-              "      <td>0.594600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>675</td>\n",
-              "      <td>0.565500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>676</td>\n",
-              "      <td>0.634200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>677</td>\n",
-              "      <td>0.697600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>678</td>\n",
-              "      <td>0.493900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>679</td>\n",
-              "      <td>0.509200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>680</td>\n",
-              "      <td>0.691300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>681</td>\n",
-              "      <td>0.685400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>682</td>\n",
-              "      <td>0.866400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>683</td>\n",
-              "      <td>0.825400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>684</td>\n",
-              "      <td>0.673800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>685</td>\n",
-              "      <td>0.635100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>686</td>\n",
-              "      <td>0.746800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>687</td>\n",
-              "      <td>0.577500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>688</td>\n",
-              "      <td>0.845500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>689</td>\n",
-              "      <td>0.908500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>690</td>\n",
-              "      <td>0.636600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>691</td>\n",
-              "      <td>0.714400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>692</td>\n",
-              "      <td>0.633000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>693</td>\n",
-              "      <td>0.846900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>694</td>\n",
-              "      <td>0.672400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>695</td>\n",
-              "      <td>0.793200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>696</td>\n",
-              "      <td>0.628200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>697</td>\n",
-              "      <td>0.576000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>698</td>\n",
-              "      <td>0.711300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>699</td>\n",
-              "      <td>0.570900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>700</td>\n",
-              "      <td>0.604800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>701</td>\n",
-              "      <td>0.703000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>702</td>\n",
-              "      <td>0.644400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>703</td>\n",
-              "      <td>0.492800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>704</td>\n",
-              "      <td>0.755900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>705</td>\n",
-              "      <td>0.659400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>706</td>\n",
-              "      <td>0.712000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>707</td>\n",
-              "      <td>0.862100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>708</td>\n",
-              "      <td>0.745200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>709</td>\n",
-              "      <td>0.636200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>710</td>\n",
-              "      <td>0.533300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>711</td>\n",
-              "      <td>0.665800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>712</td>\n",
-              "      <td>0.710400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>713</td>\n",
-              "      <td>0.584600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>714</td>\n",
-              "      <td>0.507600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>715</td>\n",
-              "      <td>0.585100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>716</td>\n",
-              "      <td>0.903700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>717</td>\n",
-              "      <td>0.774000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>718</td>\n",
-              "      <td>0.717300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>719</td>\n",
-              "      <td>0.705400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>720</td>\n",
-              "      <td>0.558900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>721</td>\n",
-              "      <td>0.723700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>722</td>\n",
-              "      <td>0.608500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>723</td>\n",
-              "      <td>0.605000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>724</td>\n",
-              "      <td>0.529700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>725</td>\n",
-              "      <td>0.931500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>726</td>\n",
-              "      <td>0.592000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>727</td>\n",
-              "      <td>0.546300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>728</td>\n",
-              "      <td>0.678400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>729</td>\n",
-              "      <td>0.698200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>730</td>\n",
-              "      <td>0.632200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>731</td>\n",
-              "      <td>0.641400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>732</td>\n",
-              "      <td>0.617300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>733</td>\n",
-              "      <td>0.679700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>734</td>\n",
-              "      <td>0.649600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>735</td>\n",
-              "      <td>0.748300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>736</td>\n",
-              "      <td>0.525000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>737</td>\n",
-              "      <td>0.627800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>738</td>\n",
-              "      <td>0.588100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>739</td>\n",
-              "      <td>0.680100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>740</td>\n",
-              "      <td>0.750000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>741</td>\n",
-              "      <td>0.583500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>742</td>\n",
-              "      <td>0.818200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>743</td>\n",
-              "      <td>0.582600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>744</td>\n",
-              "      <td>0.616600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>745</td>\n",
-              "      <td>0.604300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>746</td>\n",
-              "      <td>0.803400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>747</td>\n",
-              "      <td>0.640500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>748</td>\n",
-              "      <td>0.713800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>749</td>\n",
-              "      <td>0.571300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>750</td>\n",
-              "      <td>0.838900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>751</td>\n",
-              "      <td>0.681800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>752</td>\n",
-              "      <td>0.780700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>753</td>\n",
-              "      <td>0.659700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>754</td>\n",
-              "      <td>0.697600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>755</td>\n",
-              "      <td>0.547400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>756</td>\n",
-              "      <td>0.700800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>757</td>\n",
-              "      <td>0.541300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>758</td>\n",
-              "      <td>0.656100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>759</td>\n",
-              "      <td>0.670900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>760</td>\n",
-              "      <td>0.432900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>761</td>\n",
-              "      <td>0.560500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>762</td>\n",
-              "      <td>1.198600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>763</td>\n",
-              "      <td>0.578300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>764</td>\n",
-              "      <td>0.647000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>765</td>\n",
-              "      <td>0.742200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>766</td>\n",
-              "      <td>0.653800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>767</td>\n",
-              "      <td>0.556700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>768</td>\n",
-              "      <td>0.841600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>769</td>\n",
-              "      <td>0.693200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>770</td>\n",
-              "      <td>0.916500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>771</td>\n",
-              "      <td>0.789600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>772</td>\n",
-              "      <td>0.689700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>773</td>\n",
-              "      <td>0.702600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>774</td>\n",
-              "      <td>0.561000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>775</td>\n",
-              "      <td>0.595600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>776</td>\n",
-              "      <td>0.705800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>777</td>\n",
-              "      <td>0.556000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>778</td>\n",
-              "      <td>0.690300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>779</td>\n",
-              "      <td>0.873000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>780</td>\n",
-              "      <td>0.665900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>781</td>\n",
-              "      <td>0.497100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>782</td>\n",
-              "      <td>0.909200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>783</td>\n",
-              "      <td>0.616700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>784</td>\n",
-              "      <td>0.748500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>785</td>\n",
-              "      <td>0.499400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>786</td>\n",
-              "      <td>0.658500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>787</td>\n",
-              "      <td>0.685300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>788</td>\n",
-              "      <td>0.510100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>789</td>\n",
-              "      <td>0.671900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>790</td>\n",
-              "      <td>0.576600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>791</td>\n",
-              "      <td>0.820200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>792</td>\n",
-              "      <td>0.638200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>793</td>\n",
-              "      <td>0.591100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>794</td>\n",
-              "      <td>0.530000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>795</td>\n",
-              "      <td>0.766800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>796</td>\n",
-              "      <td>0.567100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>797</td>\n",
-              "      <td>0.682000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>798</td>\n",
-              "      <td>0.630400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>799</td>\n",
-              "      <td>0.712900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>800</td>\n",
-              "      <td>0.631500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>801</td>\n",
-              "      <td>0.665200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>802</td>\n",
-              "      <td>0.621800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>803</td>\n",
-              "      <td>0.702300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>804</td>\n",
-              "      <td>0.566300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>805</td>\n",
-              "      <td>0.801200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>806</td>\n",
-              "      <td>0.618600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>807</td>\n",
-              "      <td>0.693700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>808</td>\n",
-              "      <td>0.540700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>809</td>\n",
-              "      <td>0.841200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>810</td>\n",
-              "      <td>0.775500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>811</td>\n",
-              "      <td>0.483400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>812</td>\n",
-              "      <td>0.626700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>813</td>\n",
-              "      <td>0.750400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>814</td>\n",
-              "      <td>0.547800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>815</td>\n",
-              "      <td>0.777300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>816</td>\n",
-              "      <td>0.914500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>817</td>\n",
-              "      <td>0.596300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>818</td>\n",
-              "      <td>0.541800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>819</td>\n",
-              "      <td>0.634700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>820</td>\n",
-              "      <td>0.564200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>821</td>\n",
-              "      <td>0.588700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>822</td>\n",
-              "      <td>0.794300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>823</td>\n",
-              "      <td>0.905500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>824</td>\n",
-              "      <td>0.632800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>825</td>\n",
-              "      <td>0.620700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>826</td>\n",
-              "      <td>0.770900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>827</td>\n",
-              "      <td>0.682300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>828</td>\n",
-              "      <td>0.657200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>829</td>\n",
-              "      <td>0.548200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>830</td>\n",
-              "      <td>0.636200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>831</td>\n",
-              "      <td>0.712500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>832</td>\n",
-              "      <td>0.699900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>833</td>\n",
-              "      <td>0.968700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>834</td>\n",
-              "      <td>0.864000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>835</td>\n",
-              "      <td>0.768900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>836</td>\n",
-              "      <td>0.819800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>837</td>\n",
-              "      <td>0.750400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>838</td>\n",
-              "      <td>0.827600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>839</td>\n",
-              "      <td>0.867500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>840</td>\n",
-              "      <td>0.885900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>841</td>\n",
-              "      <td>0.715000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>842</td>\n",
-              "      <td>0.751200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>843</td>\n",
-              "      <td>0.679600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>844</td>\n",
-              "      <td>0.857200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>845</td>\n",
-              "      <td>0.682200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>846</td>\n",
-              "      <td>0.766700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>847</td>\n",
-              "      <td>0.582600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>848</td>\n",
-              "      <td>0.678300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>849</td>\n",
-              "      <td>0.921500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>850</td>\n",
-              "      <td>0.665000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>851</td>\n",
-              "      <td>0.703100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>852</td>\n",
-              "      <td>0.659900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>853</td>\n",
-              "      <td>0.535700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>854</td>\n",
-              "      <td>0.697100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>855</td>\n",
-              "      <td>0.620000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>856</td>\n",
-              "      <td>0.632100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>857</td>\n",
-              "      <td>0.617200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>858</td>\n",
-              "      <td>0.683800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>859</td>\n",
-              "      <td>0.598200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>860</td>\n",
-              "      <td>0.752200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>861</td>\n",
-              "      <td>0.678400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>862</td>\n",
-              "      <td>0.789500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>863</td>\n",
-              "      <td>0.698400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>864</td>\n",
-              "      <td>0.504000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>865</td>\n",
-              "      <td>0.652800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>866</td>\n",
-              "      <td>0.663500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>867</td>\n",
-              "      <td>0.439500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>868</td>\n",
-              "      <td>0.611300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>869</td>\n",
-              "      <td>0.663900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>870</td>\n",
-              "      <td>0.482100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>871</td>\n",
-              "      <td>0.559800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>872</td>\n",
-              "      <td>0.796600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>873</td>\n",
-              "      <td>0.654100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>874</td>\n",
-              "      <td>0.579400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>875</td>\n",
-              "      <td>0.532900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>876</td>\n",
-              "      <td>0.744900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>877</td>\n",
-              "      <td>0.844500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>878</td>\n",
-              "      <td>0.575600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>879</td>\n",
-              "      <td>0.517300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>880</td>\n",
-              "      <td>0.590800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>881</td>\n",
-              "      <td>0.580000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>882</td>\n",
-              "      <td>0.621900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>883</td>\n",
-              "      <td>0.936000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>884</td>\n",
-              "      <td>0.747800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>885</td>\n",
-              "      <td>0.681900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>886</td>\n",
-              "      <td>0.560500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>887</td>\n",
-              "      <td>0.768300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>888</td>\n",
-              "      <td>0.727800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>889</td>\n",
-              "      <td>0.628100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>890</td>\n",
-              "      <td>0.604800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>891</td>\n",
-              "      <td>0.656800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>892</td>\n",
-              "      <td>0.751200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>893</td>\n",
-              "      <td>0.635300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>894</td>\n",
-              "      <td>0.632100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>895</td>\n",
-              "      <td>0.568600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>896</td>\n",
-              "      <td>0.536500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>897</td>\n",
-              "      <td>0.622300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>898</td>\n",
-              "      <td>0.667300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>899</td>\n",
-              "      <td>0.490100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>900</td>\n",
-              "      <td>0.608900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>901</td>\n",
-              "      <td>0.989800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>902</td>\n",
-              "      <td>0.584400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>903</td>\n",
-              "      <td>0.792500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>904</td>\n",
-              "      <td>0.792600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>905</td>\n",
-              "      <td>0.525500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>906</td>\n",
-              "      <td>0.656800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>907</td>\n",
-              "      <td>0.639200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>908</td>\n",
-              "      <td>0.674000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>909</td>\n",
-              "      <td>0.625300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>910</td>\n",
-              "      <td>0.647200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>911</td>\n",
-              "      <td>0.583700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>912</td>\n",
-              "      <td>0.634300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>913</td>\n",
-              "      <td>0.634900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>914</td>\n",
-              "      <td>0.911000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>915</td>\n",
-              "      <td>0.746000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>916</td>\n",
-              "      <td>0.658000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>917</td>\n",
-              "      <td>0.857700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>918</td>\n",
-              "      <td>0.574400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>919</td>\n",
-              "      <td>0.591200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>920</td>\n",
-              "      <td>0.647700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>921</td>\n",
-              "      <td>0.591100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>922</td>\n",
-              "      <td>0.712800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>923</td>\n",
-              "      <td>0.707800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>924</td>\n",
-              "      <td>0.684900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>925</td>\n",
-              "      <td>0.654900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>926</td>\n",
-              "      <td>0.794800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>927</td>\n",
-              "      <td>0.522400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>928</td>\n",
-              "      <td>0.706400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>929</td>\n",
-              "      <td>0.694300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>930</td>\n",
-              "      <td>0.602400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>931</td>\n",
-              "      <td>0.721400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>932</td>\n",
-              "      <td>0.688300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>933</td>\n",
-              "      <td>0.677900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>934</td>\n",
-              "      <td>0.839200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>935</td>\n",
-              "      <td>0.781300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>936</td>\n",
-              "      <td>0.845800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>937</td>\n",
-              "      <td>0.428000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>938</td>\n",
-              "      <td>0.503700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>939</td>\n",
-              "      <td>0.639400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>940</td>\n",
-              "      <td>0.471700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>941</td>\n",
-              "      <td>0.542800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>942</td>\n",
-              "      <td>0.558800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>943</td>\n",
-              "      <td>0.752400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>944</td>\n",
-              "      <td>0.642500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>945</td>\n",
-              "      <td>0.696900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>946</td>\n",
-              "      <td>0.849800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>947</td>\n",
-              "      <td>0.743100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>948</td>\n",
-              "      <td>0.680900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>949</td>\n",
-              "      <td>0.582800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>950</td>\n",
-              "      <td>0.705900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>951</td>\n",
-              "      <td>0.589900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>952</td>\n",
-              "      <td>0.676300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>953</td>\n",
-              "      <td>0.963000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>954</td>\n",
-              "      <td>0.595700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>955</td>\n",
-              "      <td>0.568600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>956</td>\n",
-              "      <td>0.800100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>957</td>\n",
-              "      <td>0.759700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>958</td>\n",
-              "      <td>0.721700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>959</td>\n",
-              "      <td>0.737900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>960</td>\n",
-              "      <td>0.992500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>961</td>\n",
-              "      <td>0.995300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>962</td>\n",
-              "      <td>0.563400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>963</td>\n",
-              "      <td>0.684700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>964</td>\n",
-              "      <td>0.552100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>965</td>\n",
-              "      <td>0.512500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>966</td>\n",
-              "      <td>0.737500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>967</td>\n",
-              "      <td>0.484600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>968</td>\n",
-              "      <td>0.585500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>969</td>\n",
-              "      <td>0.623200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>970</td>\n",
-              "      <td>0.738800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>971</td>\n",
-              "      <td>0.839300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>972</td>\n",
-              "      <td>0.563800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>973</td>\n",
-              "      <td>0.782600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>974</td>\n",
-              "      <td>0.724500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>975</td>\n",
-              "      <td>0.872500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>976</td>\n",
-              "      <td>0.632500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>977</td>\n",
-              "      <td>0.598200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>978</td>\n",
-              "      <td>0.794000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>979</td>\n",
-              "      <td>0.960300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>980</td>\n",
-              "      <td>0.732000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>981</td>\n",
-              "      <td>0.566700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>982</td>\n",
-              "      <td>0.613000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>983</td>\n",
-              "      <td>0.645300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>984</td>\n",
-              "      <td>0.609300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>985</td>\n",
-              "      <td>0.714000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>986</td>\n",
-              "      <td>0.790900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>987</td>\n",
-              "      <td>0.496700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>988</td>\n",
-              "      <td>0.730500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>989</td>\n",
-              "      <td>0.765800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>990</td>\n",
-              "      <td>0.481800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>991</td>\n",
-              "      <td>0.739000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>992</td>\n",
-              "      <td>0.514700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>993</td>\n",
-              "      <td>0.787300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>994</td>\n",
-              "      <td>0.754300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>995</td>\n",
-              "      <td>0.637400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>996</td>\n",
-              "      <td>0.617000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>997</td>\n",
-              "      <td>0.809200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>998</td>\n",
-              "      <td>0.658500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>999</td>\n",
-              "      <td>0.963300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1000</td>\n",
-              "      <td>0.841100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1001</td>\n",
-              "      <td>0.614500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1002</td>\n",
-              "      <td>0.642300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1003</td>\n",
-              "      <td>0.704200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1004</td>\n",
-              "      <td>0.788000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1005</td>\n",
-              "      <td>0.714800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1006</td>\n",
-              "      <td>0.907300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1007</td>\n",
-              "      <td>0.564900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1008</td>\n",
-              "      <td>0.703200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1009</td>\n",
-              "      <td>0.705800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1010</td>\n",
-              "      <td>0.763900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1011</td>\n",
-              "      <td>0.708800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1012</td>\n",
-              "      <td>0.699100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1013</td>\n",
-              "      <td>0.753500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1014</td>\n",
-              "      <td>0.575600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1015</td>\n",
-              "      <td>0.616700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1016</td>\n",
-              "      <td>0.896600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1017</td>\n",
-              "      <td>0.788600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1018</td>\n",
-              "      <td>0.633100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1019</td>\n",
-              "      <td>0.574200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1020</td>\n",
-              "      <td>0.600800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1021</td>\n",
-              "      <td>0.732900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1022</td>\n",
-              "      <td>0.587500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1023</td>\n",
-              "      <td>0.707800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1024</td>\n",
-              "      <td>0.774700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1025</td>\n",
-              "      <td>0.755300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1026</td>\n",
-              "      <td>0.823400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1027</td>\n",
-              "      <td>0.642400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1028</td>\n",
-              "      <td>0.584600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1029</td>\n",
-              "      <td>0.651800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1030</td>\n",
-              "      <td>0.569300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1031</td>\n",
-              "      <td>0.920900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1032</td>\n",
-              "      <td>0.687100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1033</td>\n",
-              "      <td>0.761900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1034</td>\n",
-              "      <td>0.678200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1035</td>\n",
-              "      <td>0.799500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1036</td>\n",
-              "      <td>0.547400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1037</td>\n",
-              "      <td>0.670500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1038</td>\n",
-              "      <td>0.542100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1039</td>\n",
-              "      <td>0.516600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1040</td>\n",
-              "      <td>0.679700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1041</td>\n",
-              "      <td>0.578400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1042</td>\n",
-              "      <td>0.863600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1043</td>\n",
-              "      <td>0.546300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1044</td>\n",
-              "      <td>0.769500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1045</td>\n",
-              "      <td>0.772500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1046</td>\n",
-              "      <td>0.612500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1047</td>\n",
-              "      <td>0.575800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1048</td>\n",
-              "      <td>0.493100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1049</td>\n",
-              "      <td>0.611600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1050</td>\n",
-              "      <td>0.620800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1051</td>\n",
-              "      <td>0.478500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1052</td>\n",
-              "      <td>0.485300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1053</td>\n",
-              "      <td>0.807400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1054</td>\n",
-              "      <td>0.581700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1055</td>\n",
-              "      <td>0.620500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1056</td>\n",
-              "      <td>0.643000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1057</td>\n",
-              "      <td>0.708800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1058</td>\n",
-              "      <td>0.637500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1059</td>\n",
-              "      <td>0.539000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1060</td>\n",
-              "      <td>0.557900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1061</td>\n",
-              "      <td>0.607100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1062</td>\n",
-              "      <td>0.791200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1063</td>\n",
-              "      <td>0.614200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1064</td>\n",
-              "      <td>0.906600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1065</td>\n",
-              "      <td>0.553400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1066</td>\n",
-              "      <td>0.672300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1067</td>\n",
-              "      <td>0.559300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1068</td>\n",
-              "      <td>0.614700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1069</td>\n",
-              "      <td>0.725900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1070</td>\n",
-              "      <td>0.632900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1071</td>\n",
-              "      <td>0.574400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1072</td>\n",
-              "      <td>0.564400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1073</td>\n",
-              "      <td>0.860400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1074</td>\n",
-              "      <td>0.503200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1075</td>\n",
-              "      <td>0.752600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1076</td>\n",
-              "      <td>0.508900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1077</td>\n",
-              "      <td>0.958000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1078</td>\n",
-              "      <td>0.623000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1079</td>\n",
-              "      <td>0.551800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1080</td>\n",
-              "      <td>0.505500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1081</td>\n",
-              "      <td>0.573700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1082</td>\n",
-              "      <td>0.697600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1083</td>\n",
-              "      <td>0.705100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1084</td>\n",
-              "      <td>0.808000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1085</td>\n",
-              "      <td>0.731100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1086</td>\n",
-              "      <td>0.687600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1087</td>\n",
-              "      <td>0.595500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1088</td>\n",
-              "      <td>0.668600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1089</td>\n",
-              "      <td>0.547200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1090</td>\n",
-              "      <td>0.482900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1091</td>\n",
-              "      <td>0.443400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1092</td>\n",
-              "      <td>0.706600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1093</td>\n",
-              "      <td>0.509300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1094</td>\n",
-              "      <td>0.486800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1095</td>\n",
-              "      <td>0.519400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1096</td>\n",
-              "      <td>0.535600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1097</td>\n",
-              "      <td>0.615500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1098</td>\n",
-              "      <td>0.615300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1099</td>\n",
-              "      <td>0.481700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1100</td>\n",
-              "      <td>0.862800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1101</td>\n",
-              "      <td>0.769100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1102</td>\n",
-              "      <td>0.586100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1103</td>\n",
-              "      <td>0.694200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1104</td>\n",
-              "      <td>0.680300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1105</td>\n",
-              "      <td>0.581400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1106</td>\n",
-              "      <td>0.665900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1107</td>\n",
-              "      <td>0.756900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1108</td>\n",
-              "      <td>0.559000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1109</td>\n",
-              "      <td>0.644300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1110</td>\n",
-              "      <td>0.528900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1111</td>\n",
-              "      <td>0.588900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1112</td>\n",
-              "      <td>0.717600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1113</td>\n",
-              "      <td>0.655100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1114</td>\n",
-              "      <td>0.514300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1115</td>\n",
-              "      <td>0.872100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1116</td>\n",
-              "      <td>0.590100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1117</td>\n",
-              "      <td>0.576100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1118</td>\n",
-              "      <td>0.576000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1119</td>\n",
-              "      <td>0.761600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1120</td>\n",
-              "      <td>0.694900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1121</td>\n",
-              "      <td>0.619900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1122</td>\n",
-              "      <td>0.779000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1123</td>\n",
-              "      <td>0.616600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1124</td>\n",
-              "      <td>0.594300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1125</td>\n",
-              "      <td>0.643900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1126</td>\n",
-              "      <td>0.596100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1127</td>\n",
-              "      <td>0.646400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1128</td>\n",
-              "      <td>0.640700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1129</td>\n",
-              "      <td>0.601600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1130</td>\n",
-              "      <td>0.683200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1131</td>\n",
-              "      <td>0.601400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1132</td>\n",
-              "      <td>0.683400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1133</td>\n",
-              "      <td>0.586900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1134</td>\n",
-              "      <td>0.750900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1135</td>\n",
-              "      <td>0.617600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1136</td>\n",
-              "      <td>0.636400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1137</td>\n",
-              "      <td>0.807200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1138</td>\n",
-              "      <td>0.580700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1139</td>\n",
-              "      <td>0.691700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1140</td>\n",
-              "      <td>0.690800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1141</td>\n",
-              "      <td>0.646300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1142</td>\n",
-              "      <td>0.569300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1143</td>\n",
-              "      <td>0.767800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1144</td>\n",
-              "      <td>0.657200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1145</td>\n",
-              "      <td>0.707100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1146</td>\n",
-              "      <td>0.510800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1147</td>\n",
-              "      <td>0.676600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1148</td>\n",
-              "      <td>0.497200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1149</td>\n",
-              "      <td>0.616600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1150</td>\n",
-              "      <td>0.535400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1151</td>\n",
-              "      <td>0.774800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1152</td>\n",
-              "      <td>0.695800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1153</td>\n",
-              "      <td>0.530800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1154</td>\n",
-              "      <td>0.526400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1155</td>\n",
-              "      <td>0.752300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1156</td>\n",
-              "      <td>0.678500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1157</td>\n",
-              "      <td>0.656400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1158</td>\n",
-              "      <td>0.712800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1159</td>\n",
-              "      <td>0.603400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1160</td>\n",
-              "      <td>0.613500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1161</td>\n",
-              "      <td>0.557100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1162</td>\n",
-              "      <td>0.824100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1163</td>\n",
-              "      <td>0.807200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1164</td>\n",
-              "      <td>0.674600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1165</td>\n",
-              "      <td>0.789600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1166</td>\n",
-              "      <td>0.814200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1167</td>\n",
-              "      <td>0.572200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1168</td>\n",
-              "      <td>0.848400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1169</td>\n",
-              "      <td>0.585600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1170</td>\n",
-              "      <td>0.697800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1171</td>\n",
-              "      <td>0.540900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1172</td>\n",
-              "      <td>0.703000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1173</td>\n",
-              "      <td>0.623100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1174</td>\n",
-              "      <td>0.586700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1175</td>\n",
-              "      <td>0.709400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1176</td>\n",
-              "      <td>0.801300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1177</td>\n",
-              "      <td>0.547000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1178</td>\n",
-              "      <td>0.536300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1179</td>\n",
-              "      <td>0.601600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1180</td>\n",
-              "      <td>0.596600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1181</td>\n",
-              "      <td>0.693100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1182</td>\n",
-              "      <td>0.860100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1183</td>\n",
-              "      <td>0.811500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1184</td>\n",
-              "      <td>0.693600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1185</td>\n",
-              "      <td>0.709400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1186</td>\n",
-              "      <td>0.614700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1187</td>\n",
-              "      <td>0.597200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1188</td>\n",
-              "      <td>0.703700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1189</td>\n",
-              "      <td>0.552400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1190</td>\n",
-              "      <td>0.562200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1191</td>\n",
-              "      <td>0.574100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1192</td>\n",
-              "      <td>0.659600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1193</td>\n",
-              "      <td>0.585300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1194</td>\n",
-              "      <td>0.672100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1195</td>\n",
-              "      <td>0.519000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1196</td>\n",
-              "      <td>0.672400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1197</td>\n",
-              "      <td>0.530200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1198</td>\n",
-              "      <td>0.516900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1199</td>\n",
-              "      <td>0.515300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1200</td>\n",
-              "      <td>0.701800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1201</td>\n",
-              "      <td>0.694800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1202</td>\n",
-              "      <td>0.993700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1203</td>\n",
-              "      <td>0.751300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1204</td>\n",
-              "      <td>0.537800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1205</td>\n",
-              "      <td>0.635800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1206</td>\n",
-              "      <td>0.619500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1207</td>\n",
-              "      <td>0.720000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1208</td>\n",
-              "      <td>0.459700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1209</td>\n",
-              "      <td>0.695200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1210</td>\n",
-              "      <td>0.985100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1211</td>\n",
-              "      <td>0.562700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1212</td>\n",
-              "      <td>0.619200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1213</td>\n",
-              "      <td>0.636100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1214</td>\n",
-              "      <td>0.498500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1215</td>\n",
-              "      <td>0.611900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1216</td>\n",
-              "      <td>0.542900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1217</td>\n",
-              "      <td>0.731400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1218</td>\n",
-              "      <td>0.644100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1219</td>\n",
-              "      <td>0.726000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1220</td>\n",
-              "      <td>0.727900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1221</td>\n",
-              "      <td>0.654400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1222</td>\n",
-              "      <td>0.566800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1223</td>\n",
-              "      <td>0.725200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1224</td>\n",
-              "      <td>0.703900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1225</td>\n",
-              "      <td>0.615700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1226</td>\n",
-              "      <td>0.554600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1227</td>\n",
-              "      <td>0.591800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1228</td>\n",
-              "      <td>0.679800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1229</td>\n",
-              "      <td>0.751100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1230</td>\n",
-              "      <td>0.844900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1231</td>\n",
-              "      <td>0.591800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1232</td>\n",
-              "      <td>0.595900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1233</td>\n",
-              "      <td>0.652300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1234</td>\n",
-              "      <td>0.683900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1235</td>\n",
-              "      <td>0.782600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1236</td>\n",
-              "      <td>0.817700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1237</td>\n",
-              "      <td>0.501800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1238</td>\n",
-              "      <td>0.676800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1239</td>\n",
-              "      <td>0.622900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1240</td>\n",
-              "      <td>0.829500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1241</td>\n",
-              "      <td>0.689900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1242</td>\n",
-              "      <td>0.605300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1243</td>\n",
-              "      <td>0.874800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1244</td>\n",
-              "      <td>0.633900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1245</td>\n",
-              "      <td>0.657100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1246</td>\n",
-              "      <td>1.056200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1247</td>\n",
-              "      <td>0.559200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1248</td>\n",
-              "      <td>0.973600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1249</td>\n",
-              "      <td>0.710100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1250</td>\n",
-              "      <td>0.675600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1251</td>\n",
-              "      <td>0.794300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1252</td>\n",
-              "      <td>0.532800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1253</td>\n",
-              "      <td>0.564200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1254</td>\n",
-              "      <td>0.553700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1255</td>\n",
-              "      <td>0.535800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1256</td>\n",
-              "      <td>0.588800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1257</td>\n",
-              "      <td>0.519700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1258</td>\n",
-              "      <td>0.727400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1259</td>\n",
-              "      <td>0.552000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1260</td>\n",
-              "      <td>0.723100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1261</td>\n",
-              "      <td>0.665600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1262</td>\n",
-              "      <td>0.893400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1263</td>\n",
-              "      <td>0.569300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1264</td>\n",
-              "      <td>0.614400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1265</td>\n",
-              "      <td>0.588500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1266</td>\n",
-              "      <td>0.742800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1267</td>\n",
-              "      <td>0.595500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1268</td>\n",
-              "      <td>0.774300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1269</td>\n",
-              "      <td>0.597700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1270</td>\n",
-              "      <td>0.604800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1271</td>\n",
-              "      <td>0.667600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1272</td>\n",
-              "      <td>0.729700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1273</td>\n",
-              "      <td>0.632100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1274</td>\n",
-              "      <td>1.117200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1275</td>\n",
-              "      <td>0.546500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1276</td>\n",
-              "      <td>0.554700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1277</td>\n",
-              "      <td>0.622300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1278</td>\n",
-              "      <td>0.808700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1279</td>\n",
-              "      <td>0.654600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1280</td>\n",
-              "      <td>0.572800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1281</td>\n",
-              "      <td>0.587500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1282</td>\n",
-              "      <td>0.751600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1283</td>\n",
-              "      <td>0.584300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1284</td>\n",
-              "      <td>0.862400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1285</td>\n",
-              "      <td>0.770200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1286</td>\n",
-              "      <td>0.643300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1287</td>\n",
-              "      <td>0.659200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1288</td>\n",
-              "      <td>0.650700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1289</td>\n",
-              "      <td>0.776000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1290</td>\n",
-              "      <td>0.555900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1291</td>\n",
-              "      <td>0.751400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1292</td>\n",
-              "      <td>0.787400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1293</td>\n",
-              "      <td>0.519100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1294</td>\n",
-              "      <td>0.706800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1295</td>\n",
-              "      <td>0.600100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1296</td>\n",
-              "      <td>0.640300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1297</td>\n",
-              "      <td>0.766800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1298</td>\n",
-              "      <td>0.909500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1299</td>\n",
-              "      <td>0.833800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1300</td>\n",
-              "      <td>0.488900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1301</td>\n",
-              "      <td>0.849000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1302</td>\n",
-              "      <td>0.598900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1303</td>\n",
-              "      <td>0.567900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1304</td>\n",
-              "      <td>0.667200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1305</td>\n",
-              "      <td>0.835700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1306</td>\n",
-              "      <td>0.734800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1307</td>\n",
-              "      <td>0.741700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1308</td>\n",
-              "      <td>0.903700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1309</td>\n",
-              "      <td>0.590600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1310</td>\n",
-              "      <td>0.715700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1311</td>\n",
-              "      <td>0.991000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1312</td>\n",
-              "      <td>0.563400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1313</td>\n",
-              "      <td>0.670500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1314</td>\n",
-              "      <td>0.602600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1315</td>\n",
-              "      <td>0.578200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1316</td>\n",
-              "      <td>0.555400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1317</td>\n",
-              "      <td>0.535700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1318</td>\n",
-              "      <td>0.615600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1319</td>\n",
-              "      <td>0.770800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1320</td>\n",
-              "      <td>0.746100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1321</td>\n",
-              "      <td>0.620900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1322</td>\n",
-              "      <td>0.671300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1323</td>\n",
-              "      <td>0.714900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1324</td>\n",
-              "      <td>0.699300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1325</td>\n",
-              "      <td>0.571000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1326</td>\n",
-              "      <td>0.673900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1327</td>\n",
-              "      <td>0.647800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1328</td>\n",
-              "      <td>0.556500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1329</td>\n",
-              "      <td>0.627800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1330</td>\n",
-              "      <td>0.724400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1331</td>\n",
-              "      <td>0.602700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1332</td>\n",
-              "      <td>0.633600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1333</td>\n",
-              "      <td>0.934000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1334</td>\n",
-              "      <td>0.615400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1335</td>\n",
-              "      <td>0.596500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1336</td>\n",
-              "      <td>0.841400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1337</td>\n",
-              "      <td>0.694500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1338</td>\n",
-              "      <td>0.605800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1339</td>\n",
-              "      <td>0.486300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1340</td>\n",
-              "      <td>0.785900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1341</td>\n",
-              "      <td>0.833400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1342</td>\n",
-              "      <td>0.976500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1343</td>\n",
-              "      <td>0.786600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1344</td>\n",
-              "      <td>0.628200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1345</td>\n",
-              "      <td>0.610300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1346</td>\n",
-              "      <td>0.728000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1347</td>\n",
-              "      <td>0.646700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1348</td>\n",
-              "      <td>0.750300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1349</td>\n",
-              "      <td>0.792700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1350</td>\n",
-              "      <td>0.579900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1351</td>\n",
-              "      <td>0.855500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1352</td>\n",
-              "      <td>0.753200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1353</td>\n",
-              "      <td>0.623600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1354</td>\n",
-              "      <td>0.811700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1355</td>\n",
-              "      <td>0.694000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1356</td>\n",
-              "      <td>0.652000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1357</td>\n",
-              "      <td>0.511100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1358</td>\n",
-              "      <td>0.753800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1359</td>\n",
-              "      <td>0.780900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1360</td>\n",
-              "      <td>0.730600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1361</td>\n",
-              "      <td>0.595300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1362</td>\n",
-              "      <td>0.697400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1363</td>\n",
-              "      <td>0.628200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1364</td>\n",
-              "      <td>0.614000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1365</td>\n",
-              "      <td>0.850800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1366</td>\n",
-              "      <td>0.588600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1367</td>\n",
-              "      <td>0.686300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1368</td>\n",
-              "      <td>0.481300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1369</td>\n",
-              "      <td>0.800100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1370</td>\n",
-              "      <td>0.583000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1371</td>\n",
-              "      <td>0.793900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1372</td>\n",
-              "      <td>0.655400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1373</td>\n",
-              "      <td>0.768500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1374</td>\n",
-              "      <td>0.617300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1375</td>\n",
-              "      <td>0.626100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1376</td>\n",
-              "      <td>0.706100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1377</td>\n",
-              "      <td>0.588200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1378</td>\n",
-              "      <td>0.653900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1379</td>\n",
-              "      <td>0.699300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1380</td>\n",
-              "      <td>0.573400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1381</td>\n",
-              "      <td>0.662800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1382</td>\n",
-              "      <td>0.514900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1383</td>\n",
-              "      <td>0.755600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1384</td>\n",
-              "      <td>0.467200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1385</td>\n",
-              "      <td>0.490800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1386</td>\n",
-              "      <td>0.524200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1387</td>\n",
-              "      <td>0.640000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1388</td>\n",
-              "      <td>0.726900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1389</td>\n",
-              "      <td>0.752000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1390</td>\n",
-              "      <td>0.531100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1391</td>\n",
-              "      <td>0.507400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1392</td>\n",
-              "      <td>0.686800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1393</td>\n",
-              "      <td>0.682800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1394</td>\n",
-              "      <td>0.639900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1395</td>\n",
-              "      <td>0.504500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1396</td>\n",
-              "      <td>0.661400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1397</td>\n",
-              "      <td>0.748300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1398</td>\n",
-              "      <td>0.720400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1399</td>\n",
-              "      <td>0.662600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1400</td>\n",
-              "      <td>0.521600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1401</td>\n",
-              "      <td>0.462600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1402</td>\n",
-              "      <td>0.675500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1403</td>\n",
-              "      <td>0.652700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1404</td>\n",
-              "      <td>0.628300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1405</td>\n",
-              "      <td>0.724800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1406</td>\n",
-              "      <td>0.923800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1407</td>\n",
-              "      <td>0.627200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1408</td>\n",
-              "      <td>0.570400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1409</td>\n",
-              "      <td>0.702200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1410</td>\n",
-              "      <td>0.578600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1411</td>\n",
-              "      <td>0.728500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1412</td>\n",
-              "      <td>0.698100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1413</td>\n",
-              "      <td>0.701000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1414</td>\n",
-              "      <td>0.923300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1415</td>\n",
-              "      <td>0.693800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1416</td>\n",
-              "      <td>0.494900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1417</td>\n",
-              "      <td>0.692200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1418</td>\n",
-              "      <td>0.600600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1419</td>\n",
-              "      <td>0.579800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1420</td>\n",
-              "      <td>0.613200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1421</td>\n",
-              "      <td>0.618700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1422</td>\n",
-              "      <td>0.765700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1423</td>\n",
-              "      <td>0.672300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1424</td>\n",
-              "      <td>0.669900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1425</td>\n",
-              "      <td>0.934300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1426</td>\n",
-              "      <td>0.577300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1427</td>\n",
-              "      <td>0.660300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1428</td>\n",
-              "      <td>0.600900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1429</td>\n",
-              "      <td>0.951800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1430</td>\n",
-              "      <td>0.575000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1431</td>\n",
-              "      <td>0.479800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1432</td>\n",
-              "      <td>0.539900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1433</td>\n",
-              "      <td>0.739600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1434</td>\n",
-              "      <td>0.899800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1435</td>\n",
-              "      <td>0.579500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1436</td>\n",
-              "      <td>0.597500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1437</td>\n",
-              "      <td>0.565300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1438</td>\n",
-              "      <td>0.539300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1439</td>\n",
-              "      <td>0.895900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1440</td>\n",
-              "      <td>0.569200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1441</td>\n",
-              "      <td>0.589300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1442</td>\n",
-              "      <td>0.700600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1443</td>\n",
-              "      <td>0.651000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1444</td>\n",
-              "      <td>0.696500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1445</td>\n",
-              "      <td>0.584900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1446</td>\n",
-              "      <td>0.751100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1447</td>\n",
-              "      <td>0.612200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1448</td>\n",
-              "      <td>0.641800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1449</td>\n",
-              "      <td>0.759500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1450</td>\n",
-              "      <td>0.493300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1451</td>\n",
-              "      <td>0.620400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1452</td>\n",
-              "      <td>0.623600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1453</td>\n",
-              "      <td>0.660500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1454</td>\n",
-              "      <td>0.450100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1455</td>\n",
-              "      <td>0.621000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1456</td>\n",
-              "      <td>0.603800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1457</td>\n",
-              "      <td>0.785100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1458</td>\n",
-              "      <td>0.769600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1459</td>\n",
-              "      <td>0.763200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1460</td>\n",
-              "      <td>0.550700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1461</td>\n",
-              "      <td>0.536100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1462</td>\n",
-              "      <td>0.516900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1463</td>\n",
-              "      <td>0.728600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1464</td>\n",
-              "      <td>0.842300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1465</td>\n",
-              "      <td>0.641900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1466</td>\n",
-              "      <td>0.582400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1467</td>\n",
-              "      <td>0.499000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1468</td>\n",
-              "      <td>0.632400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1469</td>\n",
-              "      <td>0.725300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1470</td>\n",
-              "      <td>0.746900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1471</td>\n",
-              "      <td>0.666200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1472</td>\n",
-              "      <td>0.487600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1473</td>\n",
-              "      <td>0.603700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1474</td>\n",
-              "      <td>0.567100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1475</td>\n",
-              "      <td>0.603100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1476</td>\n",
-              "      <td>0.532000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1477</td>\n",
-              "      <td>0.660500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1478</td>\n",
-              "      <td>0.592600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1479</td>\n",
-              "      <td>0.629600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1480</td>\n",
-              "      <td>0.639700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1481</td>\n",
-              "      <td>0.654900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1482</td>\n",
-              "      <td>0.538800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1483</td>\n",
-              "      <td>0.585500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1484</td>\n",
-              "      <td>0.555000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1485</td>\n",
-              "      <td>0.887200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1486</td>\n",
-              "      <td>0.551400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1487</td>\n",
-              "      <td>0.647700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1488</td>\n",
-              "      <td>0.885900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1489</td>\n",
-              "      <td>0.600300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1490</td>\n",
-              "      <td>0.593400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1491</td>\n",
-              "      <td>0.517100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1492</td>\n",
-              "      <td>0.582600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1493</td>\n",
-              "      <td>0.734900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1494</td>\n",
-              "      <td>0.559200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1495</td>\n",
-              "      <td>0.779100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1496</td>\n",
-              "      <td>0.513500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1497</td>\n",
-              "      <td>0.552900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1498</td>\n",
-              "      <td>0.569700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1499</td>\n",
-              "      <td>0.738300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1500</td>\n",
-              "      <td>0.742500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1501</td>\n",
-              "      <td>0.813900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1502</td>\n",
-              "      <td>0.680900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1503</td>\n",
-              "      <td>0.524500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1504</td>\n",
-              "      <td>0.587900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1505</td>\n",
-              "      <td>0.590400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1506</td>\n",
-              "      <td>0.530900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1507</td>\n",
-              "      <td>0.670400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1508</td>\n",
-              "      <td>0.628900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1509</td>\n",
-              "      <td>0.716200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1510</td>\n",
-              "      <td>0.679800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1511</td>\n",
-              "      <td>0.712200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1512</td>\n",
-              "      <td>0.668200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1513</td>\n",
-              "      <td>0.738500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1514</td>\n",
-              "      <td>0.769800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1515</td>\n",
-              "      <td>0.699400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1516</td>\n",
-              "      <td>0.806200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1517</td>\n",
-              "      <td>0.748700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1518</td>\n",
-              "      <td>0.686100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1519</td>\n",
-              "      <td>0.693900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1520</td>\n",
-              "      <td>0.669100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1521</td>\n",
-              "      <td>0.502700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1522</td>\n",
-              "      <td>0.896900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1523</td>\n",
-              "      <td>0.567200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1524</td>\n",
-              "      <td>0.485500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1525</td>\n",
-              "      <td>0.629100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1526</td>\n",
-              "      <td>0.540300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1527</td>\n",
-              "      <td>0.646600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1528</td>\n",
-              "      <td>0.528800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1529</td>\n",
-              "      <td>0.614300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1530</td>\n",
-              "      <td>0.722400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1531</td>\n",
-              "      <td>0.444000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1532</td>\n",
-              "      <td>0.604300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1533</td>\n",
-              "      <td>0.570700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1534</td>\n",
-              "      <td>0.702800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1535</td>\n",
-              "      <td>0.598500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1536</td>\n",
-              "      <td>0.628200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1537</td>\n",
-              "      <td>0.697700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1538</td>\n",
-              "      <td>0.652100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1539</td>\n",
-              "      <td>0.464100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1540</td>\n",
-              "      <td>0.627100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1541</td>\n",
-              "      <td>0.520400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1542</td>\n",
-              "      <td>0.583600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1543</td>\n",
-              "      <td>0.580200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1544</td>\n",
-              "      <td>0.595200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1545</td>\n",
-              "      <td>0.657600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1546</td>\n",
-              "      <td>0.706100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1547</td>\n",
-              "      <td>0.630700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1548</td>\n",
-              "      <td>0.594100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1549</td>\n",
-              "      <td>0.587600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1550</td>\n",
-              "      <td>0.695100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1551</td>\n",
-              "      <td>0.511900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1552</td>\n",
-              "      <td>0.779800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1553</td>\n",
-              "      <td>0.655300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1554</td>\n",
-              "      <td>0.662000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1555</td>\n",
-              "      <td>0.725100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1556</td>\n",
-              "      <td>0.610000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1557</td>\n",
-              "      <td>0.703100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1558</td>\n",
-              "      <td>0.708000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1559</td>\n",
-              "      <td>0.659200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1560</td>\n",
-              "      <td>0.661400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1561</td>\n",
-              "      <td>0.641000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1562</td>\n",
-              "      <td>0.641400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1563</td>\n",
-              "      <td>0.774800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1564</td>\n",
-              "      <td>0.422600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1565</td>\n",
-              "      <td>0.571100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1566</td>\n",
-              "      <td>0.628100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1567</td>\n",
-              "      <td>0.672200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1568</td>\n",
-              "      <td>0.751200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1569</td>\n",
-              "      <td>0.745100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1570</td>\n",
-              "      <td>0.773500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1571</td>\n",
-              "      <td>0.670200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1572</td>\n",
-              "      <td>0.504000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1573</td>\n",
-              "      <td>0.543000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1574</td>\n",
-              "      <td>0.659900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1575</td>\n",
-              "      <td>0.647900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1576</td>\n",
-              "      <td>1.179900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1577</td>\n",
-              "      <td>0.917400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1578</td>\n",
-              "      <td>0.533900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1579</td>\n",
-              "      <td>0.548600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1580</td>\n",
-              "      <td>0.801900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1581</td>\n",
-              "      <td>0.765200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1582</td>\n",
-              "      <td>0.785200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1583</td>\n",
-              "      <td>0.631300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1584</td>\n",
-              "      <td>0.815000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1585</td>\n",
-              "      <td>0.791200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1586</td>\n",
-              "      <td>0.765400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1587</td>\n",
-              "      <td>0.961900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1588</td>\n",
-              "      <td>0.571000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1589</td>\n",
-              "      <td>0.534000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1590</td>\n",
-              "      <td>0.595500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1591</td>\n",
-              "      <td>0.515900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1592</td>\n",
-              "      <td>0.541700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1593</td>\n",
-              "      <td>0.668600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1594</td>\n",
-              "      <td>0.516200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1595</td>\n",
-              "      <td>0.677500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1596</td>\n",
-              "      <td>0.687700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1597</td>\n",
-              "      <td>0.780300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1598</td>\n",
-              "      <td>0.719100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1599</td>\n",
-              "      <td>0.845300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1600</td>\n",
-              "      <td>0.994100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1601</td>\n",
-              "      <td>0.670300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1602</td>\n",
-              "      <td>0.605300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1603</td>\n",
-              "      <td>0.544800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1604</td>\n",
-              "      <td>1.018600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1605</td>\n",
-              "      <td>0.657200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1606</td>\n",
-              "      <td>0.659500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1607</td>\n",
-              "      <td>0.493200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1608</td>\n",
-              "      <td>0.658300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1609</td>\n",
-              "      <td>0.737000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1610</td>\n",
-              "      <td>0.601700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1611</td>\n",
-              "      <td>0.577400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1612</td>\n",
-              "      <td>0.748700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1613</td>\n",
-              "      <td>0.619500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1614</td>\n",
-              "      <td>0.593900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1615</td>\n",
-              "      <td>0.665900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1616</td>\n",
-              "      <td>0.577100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1617</td>\n",
-              "      <td>0.772600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1618</td>\n",
-              "      <td>0.624500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1619</td>\n",
-              "      <td>0.618000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1620</td>\n",
-              "      <td>0.527100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1621</td>\n",
-              "      <td>0.616800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1622</td>\n",
-              "      <td>0.443300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1623</td>\n",
-              "      <td>0.478800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1624</td>\n",
-              "      <td>0.994900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1625</td>\n",
-              "      <td>0.748900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1626</td>\n",
-              "      <td>0.663800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1627</td>\n",
-              "      <td>0.633600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1628</td>\n",
-              "      <td>0.743600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1629</td>\n",
-              "      <td>0.596200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1630</td>\n",
-              "      <td>0.667100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1631</td>\n",
-              "      <td>0.573400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1632</td>\n",
-              "      <td>0.634400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1633</td>\n",
-              "      <td>0.801100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1634</td>\n",
-              "      <td>0.560900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1635</td>\n",
-              "      <td>0.724300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1636</td>\n",
-              "      <td>0.638200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1637</td>\n",
-              "      <td>0.670000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1638</td>\n",
-              "      <td>0.640100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1639</td>\n",
-              "      <td>0.767400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1640</td>\n",
-              "      <td>0.632300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1641</td>\n",
-              "      <td>0.783700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1642</td>\n",
-              "      <td>0.622400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1643</td>\n",
-              "      <td>0.548500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1644</td>\n",
-              "      <td>0.488500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1645</td>\n",
-              "      <td>0.609900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1646</td>\n",
-              "      <td>0.844200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1647</td>\n",
-              "      <td>0.579900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1648</td>\n",
-              "      <td>0.662200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1649</td>\n",
-              "      <td>0.574700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1650</td>\n",
-              "      <td>0.565900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1651</td>\n",
-              "      <td>0.640100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1652</td>\n",
-              "      <td>0.645100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1653</td>\n",
-              "      <td>0.599800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1654</td>\n",
-              "      <td>0.768800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1655</td>\n",
-              "      <td>0.723100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1656</td>\n",
-              "      <td>0.549600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1657</td>\n",
-              "      <td>0.602500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1658</td>\n",
-              "      <td>0.868100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1659</td>\n",
-              "      <td>0.770600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1660</td>\n",
-              "      <td>0.585400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1661</td>\n",
-              "      <td>0.535500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1662</td>\n",
-              "      <td>0.590100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1663</td>\n",
-              "      <td>0.546200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1664</td>\n",
-              "      <td>0.572900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1665</td>\n",
-              "      <td>0.650400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1666</td>\n",
-              "      <td>0.514500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1667</td>\n",
-              "      <td>0.565500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1668</td>\n",
-              "      <td>0.598200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1669</td>\n",
-              "      <td>0.639000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1670</td>\n",
-              "      <td>0.790700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1671</td>\n",
-              "      <td>0.751000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1672</td>\n",
-              "      <td>0.743000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1673</td>\n",
-              "      <td>0.719400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1674</td>\n",
-              "      <td>0.615000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1675</td>\n",
-              "      <td>0.655300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1676</td>\n",
-              "      <td>0.585700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1677</td>\n",
-              "      <td>0.779900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1678</td>\n",
-              "      <td>0.698400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1679</td>\n",
-              "      <td>0.648700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1680</td>\n",
-              "      <td>0.669700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1681</td>\n",
-              "      <td>0.821000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1682</td>\n",
-              "      <td>0.668000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1683</td>\n",
-              "      <td>0.554500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1684</td>\n",
-              "      <td>0.721000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1685</td>\n",
-              "      <td>0.640000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1686</td>\n",
-              "      <td>0.754100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1687</td>\n",
-              "      <td>0.773800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1688</td>\n",
-              "      <td>0.649300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1689</td>\n",
-              "      <td>0.632100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1690</td>\n",
-              "      <td>0.570100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1691</td>\n",
-              "      <td>0.687300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1692</td>\n",
-              "      <td>0.696000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1693</td>\n",
-              "      <td>0.675100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1694</td>\n",
-              "      <td>0.767100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1695</td>\n",
-              "      <td>0.447000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1696</td>\n",
-              "      <td>0.721700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1697</td>\n",
-              "      <td>0.629700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1698</td>\n",
-              "      <td>0.494700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1699</td>\n",
-              "      <td>0.572300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1700</td>\n",
-              "      <td>0.714300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1701</td>\n",
-              "      <td>0.604600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1702</td>\n",
-              "      <td>0.619100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1703</td>\n",
-              "      <td>0.580700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1704</td>\n",
-              "      <td>0.687800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1705</td>\n",
-              "      <td>0.472100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1706</td>\n",
-              "      <td>0.690000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1707</td>\n",
-              "      <td>0.479400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1708</td>\n",
-              "      <td>0.681900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1709</td>\n",
-              "      <td>0.542600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1710</td>\n",
-              "      <td>0.665600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1711</td>\n",
-              "      <td>0.910500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1712</td>\n",
-              "      <td>0.629600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1713</td>\n",
-              "      <td>0.647500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1714</td>\n",
-              "      <td>0.844500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1715</td>\n",
-              "      <td>0.611800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1716</td>\n",
-              "      <td>0.589100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1717</td>\n",
-              "      <td>0.533700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1718</td>\n",
-              "      <td>0.513600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1719</td>\n",
-              "      <td>0.690400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1720</td>\n",
-              "      <td>0.574900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1721</td>\n",
-              "      <td>0.673100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1722</td>\n",
-              "      <td>0.697000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1723</td>\n",
-              "      <td>0.551200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1724</td>\n",
-              "      <td>0.567500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1725</td>\n",
-              "      <td>0.633400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1726</td>\n",
-              "      <td>0.797800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1727</td>\n",
-              "      <td>0.712300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1728</td>\n",
-              "      <td>0.664700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1729</td>\n",
-              "      <td>0.738000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1730</td>\n",
-              "      <td>0.548400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1731</td>\n",
-              "      <td>0.750200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1732</td>\n",
-              "      <td>0.504100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1733</td>\n",
-              "      <td>0.588700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1734</td>\n",
-              "      <td>0.595600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1735</td>\n",
-              "      <td>0.723000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1736</td>\n",
-              "      <td>0.632300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1737</td>\n",
-              "      <td>0.701100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1738</td>\n",
-              "      <td>0.526500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1739</td>\n",
-              "      <td>0.659700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1740</td>\n",
-              "      <td>0.506300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1741</td>\n",
-              "      <td>0.521200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1742</td>\n",
-              "      <td>0.823300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1743</td>\n",
-              "      <td>0.652200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1744</td>\n",
-              "      <td>0.634400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1745</td>\n",
-              "      <td>0.619200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1746</td>\n",
-              "      <td>0.488900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1747</td>\n",
-              "      <td>0.622100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1748</td>\n",
-              "      <td>0.761900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1749</td>\n",
-              "      <td>0.980200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1750</td>\n",
-              "      <td>0.752600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1751</td>\n",
-              "      <td>0.595600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1752</td>\n",
-              "      <td>0.786100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1753</td>\n",
-              "      <td>0.691000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1754</td>\n",
-              "      <td>0.613600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1755</td>\n",
-              "      <td>0.688100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1756</td>\n",
-              "      <td>0.649800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1757</td>\n",
-              "      <td>0.676000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1758</td>\n",
-              "      <td>0.519800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1759</td>\n",
-              "      <td>0.869800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1760</td>\n",
-              "      <td>0.618400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1761</td>\n",
-              "      <td>0.892700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1762</td>\n",
-              "      <td>0.646000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1763</td>\n",
-              "      <td>0.582000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1764</td>\n",
-              "      <td>0.608500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1765</td>\n",
-              "      <td>0.612800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1766</td>\n",
-              "      <td>0.828000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1767</td>\n",
-              "      <td>0.781900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1768</td>\n",
-              "      <td>0.655000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1769</td>\n",
-              "      <td>0.709400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1770</td>\n",
-              "      <td>0.699900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1771</td>\n",
-              "      <td>0.528900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1772</td>\n",
-              "      <td>0.722900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1773</td>\n",
-              "      <td>0.584500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1774</td>\n",
-              "      <td>0.778600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1775</td>\n",
-              "      <td>0.564500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1776</td>\n",
-              "      <td>1.026200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1777</td>\n",
-              "      <td>0.718700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1778</td>\n",
-              "      <td>0.623800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1779</td>\n",
-              "      <td>0.658400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1780</td>\n",
-              "      <td>0.620500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1781</td>\n",
-              "      <td>0.624700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1782</td>\n",
-              "      <td>0.758800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1783</td>\n",
-              "      <td>0.532600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1784</td>\n",
-              "      <td>0.600600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1785</td>\n",
-              "      <td>0.507300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1786</td>\n",
-              "      <td>0.581800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1787</td>\n",
-              "      <td>0.831200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1788</td>\n",
-              "      <td>0.656400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1789</td>\n",
-              "      <td>0.487500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1790</td>\n",
-              "      <td>0.707000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1791</td>\n",
-              "      <td>0.603100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1792</td>\n",
-              "      <td>0.920300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1793</td>\n",
-              "      <td>0.501400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1794</td>\n",
-              "      <td>0.653700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1795</td>\n",
-              "      <td>0.498000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1796</td>\n",
-              "      <td>0.534200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1797</td>\n",
-              "      <td>0.835100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1798</td>\n",
-              "      <td>0.657900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1799</td>\n",
-              "      <td>0.660900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1800</td>\n",
-              "      <td>0.543900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1801</td>\n",
-              "      <td>0.682400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1802</td>\n",
-              "      <td>0.827500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1803</td>\n",
-              "      <td>0.537800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1804</td>\n",
-              "      <td>0.609700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1805</td>\n",
-              "      <td>0.800100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1806</td>\n",
-              "      <td>0.629100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1807</td>\n",
-              "      <td>0.539000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1808</td>\n",
-              "      <td>0.581700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1809</td>\n",
-              "      <td>0.757800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1810</td>\n",
-              "      <td>0.442400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1811</td>\n",
-              "      <td>0.682800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1812</td>\n",
-              "      <td>0.772800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1813</td>\n",
-              "      <td>0.683000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1814</td>\n",
-              "      <td>0.542400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1815</td>\n",
-              "      <td>1.135400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1816</td>\n",
-              "      <td>0.720000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1817</td>\n",
-              "      <td>0.573000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1818</td>\n",
-              "      <td>0.686200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1819</td>\n",
-              "      <td>0.626600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1820</td>\n",
-              "      <td>0.603500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1821</td>\n",
-              "      <td>0.488400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1822</td>\n",
-              "      <td>0.657800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1823</td>\n",
-              "      <td>0.667400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1824</td>\n",
-              "      <td>0.691700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1825</td>\n",
-              "      <td>0.666400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1826</td>\n",
-              "      <td>0.613300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1827</td>\n",
-              "      <td>0.616500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1828</td>\n",
-              "      <td>0.710100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1829</td>\n",
-              "      <td>0.886900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1830</td>\n",
-              "      <td>0.605900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1831</td>\n",
-              "      <td>0.571000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1832</td>\n",
-              "      <td>0.698200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1833</td>\n",
-              "      <td>0.758900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1834</td>\n",
-              "      <td>0.726800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1835</td>\n",
-              "      <td>0.642200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1836</td>\n",
-              "      <td>0.640500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1837</td>\n",
-              "      <td>0.610800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1838</td>\n",
-              "      <td>0.690700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1839</td>\n",
-              "      <td>0.598100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1840</td>\n",
-              "      <td>0.657300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1841</td>\n",
-              "      <td>0.566000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1842</td>\n",
-              "      <td>0.653700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1843</td>\n",
-              "      <td>0.787800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1844</td>\n",
-              "      <td>0.685200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1845</td>\n",
-              "      <td>0.651900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1846</td>\n",
-              "      <td>0.594100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1847</td>\n",
-              "      <td>0.746500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1848</td>\n",
-              "      <td>1.010900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1849</td>\n",
-              "      <td>0.400200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1850</td>\n",
-              "      <td>0.667200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1851</td>\n",
-              "      <td>0.524200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1852</td>\n",
-              "      <td>0.701800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1853</td>\n",
-              "      <td>0.599500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1854</td>\n",
-              "      <td>0.546400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1855</td>\n",
-              "      <td>0.505500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1856</td>\n",
-              "      <td>0.820100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1857</td>\n",
-              "      <td>0.595900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1858</td>\n",
-              "      <td>0.752800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1859</td>\n",
-              "      <td>0.763000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1860</td>\n",
-              "      <td>0.518400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1861</td>\n",
-              "      <td>0.678300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1862</td>\n",
-              "      <td>0.562800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1863</td>\n",
-              "      <td>0.772600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1864</td>\n",
-              "      <td>0.745500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1865</td>\n",
-              "      <td>0.760500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1866</td>\n",
-              "      <td>0.676200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1867</td>\n",
-              "      <td>0.653300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1868</td>\n",
-              "      <td>0.887900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1869</td>\n",
-              "      <td>0.757100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1870</td>\n",
-              "      <td>0.583600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1871</td>\n",
-              "      <td>0.671400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1872</td>\n",
-              "      <td>0.491600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1873</td>\n",
-              "      <td>0.566100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1874</td>\n",
-              "      <td>0.748900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1875</td>\n",
-              "      <td>0.634200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1876</td>\n",
-              "      <td>0.529800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1877</td>\n",
-              "      <td>0.642400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1878</td>\n",
-              "      <td>0.502600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1879</td>\n",
-              "      <td>0.659000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1880</td>\n",
-              "      <td>0.522700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1881</td>\n",
-              "      <td>0.636600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1882</td>\n",
-              "      <td>0.715300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1883</td>\n",
-              "      <td>0.720100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1884</td>\n",
-              "      <td>0.694700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1885</td>\n",
-              "      <td>0.413700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1886</td>\n",
-              "      <td>0.548400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1887</td>\n",
-              "      <td>0.564000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1888</td>\n",
-              "      <td>0.559000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1889</td>\n",
-              "      <td>0.641900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1890</td>\n",
-              "      <td>0.643100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1891</td>\n",
-              "      <td>0.632900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1892</td>\n",
-              "      <td>0.768200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1893</td>\n",
-              "      <td>0.617200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1894</td>\n",
-              "      <td>0.885300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1895</td>\n",
-              "      <td>0.551700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1896</td>\n",
-              "      <td>0.603400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1897</td>\n",
-              "      <td>0.635800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1898</td>\n",
-              "      <td>0.707300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1899</td>\n",
-              "      <td>0.606600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1900</td>\n",
-              "      <td>0.871700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1901</td>\n",
-              "      <td>0.717800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1902</td>\n",
-              "      <td>0.617400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1903</td>\n",
-              "      <td>0.621300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1904</td>\n",
-              "      <td>0.595200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1905</td>\n",
-              "      <td>0.562500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1906</td>\n",
-              "      <td>0.627400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1907</td>\n",
-              "      <td>0.544500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1908</td>\n",
-              "      <td>0.814900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1909</td>\n",
-              "      <td>0.752600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1910</td>\n",
-              "      <td>0.653000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1911</td>\n",
-              "      <td>0.571100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1912</td>\n",
-              "      <td>0.609500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1913</td>\n",
-              "      <td>0.702300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1914</td>\n",
-              "      <td>0.497500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1915</td>\n",
-              "      <td>0.681400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1916</td>\n",
-              "      <td>0.703100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1917</td>\n",
-              "      <td>0.628900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1918</td>\n",
-              "      <td>0.615900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1919</td>\n",
-              "      <td>0.608200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1920</td>\n",
-              "      <td>0.691500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1921</td>\n",
-              "      <td>0.694000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1922</td>\n",
-              "      <td>0.774900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1923</td>\n",
-              "      <td>0.490800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1924</td>\n",
-              "      <td>0.625700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1925</td>\n",
-              "      <td>0.569400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1926</td>\n",
-              "      <td>0.722900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1927</td>\n",
-              "      <td>0.682900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1928</td>\n",
-              "      <td>0.685300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1929</td>\n",
-              "      <td>0.867200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1930</td>\n",
-              "      <td>0.824700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1931</td>\n",
-              "      <td>0.528700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1932</td>\n",
-              "      <td>0.634800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1933</td>\n",
-              "      <td>0.550400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1934</td>\n",
-              "      <td>0.592600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1935</td>\n",
-              "      <td>0.576200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1936</td>\n",
-              "      <td>0.599100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1937</td>\n",
-              "      <td>0.778900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1938</td>\n",
-              "      <td>0.730200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1939</td>\n",
-              "      <td>0.531000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1940</td>\n",
-              "      <td>0.576400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1941</td>\n",
-              "      <td>0.975100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1942</td>\n",
-              "      <td>0.546100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1943</td>\n",
-              "      <td>0.735900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1944</td>\n",
-              "      <td>0.470200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1945</td>\n",
-              "      <td>0.908500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1946</td>\n",
-              "      <td>0.761200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1947</td>\n",
-              "      <td>0.608300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1948</td>\n",
-              "      <td>1.029100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1949</td>\n",
-              "      <td>0.596800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1950</td>\n",
-              "      <td>0.717900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1951</td>\n",
-              "      <td>0.569100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1952</td>\n",
-              "      <td>0.623100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1953</td>\n",
-              "      <td>0.650500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1954</td>\n",
-              "      <td>0.623700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1955</td>\n",
-              "      <td>0.539100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1956</td>\n",
-              "      <td>0.527300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1957</td>\n",
-              "      <td>0.549700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1958</td>\n",
-              "      <td>0.850100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1959</td>\n",
-              "      <td>0.695100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1960</td>\n",
-              "      <td>0.632500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1961</td>\n",
-              "      <td>0.507000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1962</td>\n",
-              "      <td>0.547800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1963</td>\n",
-              "      <td>0.692600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1964</td>\n",
-              "      <td>0.741500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1965</td>\n",
-              "      <td>0.586500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1966</td>\n",
-              "      <td>0.636400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1967</td>\n",
-              "      <td>0.596200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1968</td>\n",
-              "      <td>0.618100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1969</td>\n",
-              "      <td>0.631100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1970</td>\n",
-              "      <td>0.607000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1971</td>\n",
-              "      <td>0.576300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1972</td>\n",
-              "      <td>0.564100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1973</td>\n",
-              "      <td>0.706900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1974</td>\n",
-              "      <td>0.648000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1975</td>\n",
-              "      <td>0.545300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1976</td>\n",
-              "      <td>0.713000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1977</td>\n",
-              "      <td>0.535800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1978</td>\n",
-              "      <td>0.492200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1979</td>\n",
-              "      <td>0.605100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1980</td>\n",
-              "      <td>0.663700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1981</td>\n",
-              "      <td>0.725800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1982</td>\n",
-              "      <td>0.632900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1983</td>\n",
-              "      <td>0.811900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1984</td>\n",
-              "      <td>0.606300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1985</td>\n",
-              "      <td>0.783100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1986</td>\n",
-              "      <td>0.881700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1987</td>\n",
-              "      <td>0.724200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1988</td>\n",
-              "      <td>0.741300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1989</td>\n",
-              "      <td>0.838200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1990</td>\n",
-              "      <td>0.727700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1991</td>\n",
-              "      <td>0.580900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1992</td>\n",
-              "      <td>0.562700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1993</td>\n",
-              "      <td>0.622000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1994</td>\n",
-              "      <td>0.537800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1995</td>\n",
-              "      <td>0.574700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1996</td>\n",
-              "      <td>0.771000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1997</td>\n",
-              "      <td>0.594300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1998</td>\n",
-              "      <td>0.696400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1999</td>\n",
-              "      <td>0.718800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2000</td>\n",
-              "      <td>0.643300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2001</td>\n",
-              "      <td>0.756000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2002</td>\n",
-              "      <td>0.629800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2003</td>\n",
-              "      <td>0.585100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2004</td>\n",
-              "      <td>0.564900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2005</td>\n",
-              "      <td>0.674800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2006</td>\n",
-              "      <td>0.644700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2007</td>\n",
-              "      <td>0.640100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2008</td>\n",
-              "      <td>0.668000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2009</td>\n",
-              "      <td>0.653100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2010</td>\n",
-              "      <td>0.527300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2011</td>\n",
-              "      <td>0.667700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2012</td>\n",
-              "      <td>0.640100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2013</td>\n",
-              "      <td>0.689900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2014</td>\n",
-              "      <td>0.513700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2015</td>\n",
-              "      <td>0.662100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2016</td>\n",
-              "      <td>0.700900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2017</td>\n",
-              "      <td>0.612400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2018</td>\n",
-              "      <td>0.668800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2019</td>\n",
-              "      <td>0.789400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2020</td>\n",
-              "      <td>0.525800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2021</td>\n",
-              "      <td>0.661900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2022</td>\n",
-              "      <td>0.518400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2023</td>\n",
-              "      <td>0.622000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2024</td>\n",
-              "      <td>0.485500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2025</td>\n",
-              "      <td>0.567000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2026</td>\n",
-              "      <td>0.512300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2027</td>\n",
-              "      <td>0.671700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2028</td>\n",
-              "      <td>0.576600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2029</td>\n",
-              "      <td>0.777200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2030</td>\n",
-              "      <td>0.733400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2031</td>\n",
-              "      <td>0.504800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2032</td>\n",
-              "      <td>0.825500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2033</td>\n",
-              "      <td>0.526700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2034</td>\n",
-              "      <td>0.697300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2035</td>\n",
-              "      <td>0.525900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2036</td>\n",
-              "      <td>0.925200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2037</td>\n",
-              "      <td>0.796600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2038</td>\n",
-              "      <td>0.588300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2039</td>\n",
-              "      <td>0.640000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2040</td>\n",
-              "      <td>0.692300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2041</td>\n",
-              "      <td>0.596600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2042</td>\n",
-              "      <td>0.688700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2043</td>\n",
-              "      <td>0.507600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2044</td>\n",
-              "      <td>0.661200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2045</td>\n",
-              "      <td>0.536800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2046</td>\n",
-              "      <td>0.747400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2047</td>\n",
-              "      <td>0.649200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2048</td>\n",
-              "      <td>0.686700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2049</td>\n",
-              "      <td>0.554600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2050</td>\n",
-              "      <td>0.758300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2051</td>\n",
-              "      <td>0.553800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2052</td>\n",
-              "      <td>0.572500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2053</td>\n",
-              "      <td>0.589500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2054</td>\n",
-              "      <td>0.695900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2055</td>\n",
-              "      <td>0.904600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2056</td>\n",
-              "      <td>0.741300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2057</td>\n",
-              "      <td>0.797400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2058</td>\n",
-              "      <td>0.793900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2059</td>\n",
-              "      <td>0.535000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2060</td>\n",
-              "      <td>0.513900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2061</td>\n",
-              "      <td>0.528100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2062</td>\n",
-              "      <td>0.654700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2063</td>\n",
-              "      <td>0.596900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2064</td>\n",
-              "      <td>0.563600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2065</td>\n",
-              "      <td>0.747200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2066</td>\n",
-              "      <td>0.598900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2067</td>\n",
-              "      <td>0.524300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2068</td>\n",
-              "      <td>0.571800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2069</td>\n",
-              "      <td>0.634800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2070</td>\n",
-              "      <td>0.489400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2071</td>\n",
-              "      <td>0.701000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2072</td>\n",
-              "      <td>0.588600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2073</td>\n",
-              "      <td>0.638900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2074</td>\n",
-              "      <td>0.690900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2075</td>\n",
-              "      <td>0.674500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2076</td>\n",
-              "      <td>0.611600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2077</td>\n",
-              "      <td>0.812900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2078</td>\n",
-              "      <td>0.516000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2079</td>\n",
-              "      <td>0.690400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2080</td>\n",
-              "      <td>0.697700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2081</td>\n",
-              "      <td>0.828000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2082</td>\n",
-              "      <td>0.559700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2083</td>\n",
-              "      <td>0.563000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2084</td>\n",
-              "      <td>0.692400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2085</td>\n",
-              "      <td>0.611300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2086</td>\n",
-              "      <td>0.866100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2087</td>\n",
-              "      <td>0.919000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2088</td>\n",
-              "      <td>0.570300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2089</td>\n",
-              "      <td>0.690300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2090</td>\n",
-              "      <td>0.680800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2091</td>\n",
-              "      <td>0.601800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2092</td>\n",
-              "      <td>0.627900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2093</td>\n",
-              "      <td>0.628300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2094</td>\n",
-              "      <td>0.505600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2095</td>\n",
-              "      <td>0.515600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2096</td>\n",
-              "      <td>0.689200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2097</td>\n",
-              "      <td>0.500800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2098</td>\n",
-              "      <td>0.540100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2099</td>\n",
-              "      <td>0.862200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2100</td>\n",
-              "      <td>0.757900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2101</td>\n",
-              "      <td>0.816700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2102</td>\n",
-              "      <td>1.054100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2103</td>\n",
-              "      <td>0.613600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2104</td>\n",
-              "      <td>0.697200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2105</td>\n",
-              "      <td>0.618500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2106</td>\n",
-              "      <td>0.759000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2107</td>\n",
-              "      <td>0.480200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2108</td>\n",
-              "      <td>0.640800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2109</td>\n",
-              "      <td>0.611600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2110</td>\n",
-              "      <td>0.693100</td>\n",
-              "    </tr>\n",
-              "  </tbody>\n",
-              "</table><p>"
-            ]
-          },
-          "metadata": {}
-        }
-      ]
-    },
-    {
-      "cell_type": "markdown",
-      "source": [
-        "#**MODEL SAVING**"
-      ],
-      "metadata": {
-        "id": "xj6XdJWNF6Pb"
-      }
-    },
-    {
-      "cell_type": "code",
-      "source": [
-        "!wait"
-      ],
-      "metadata": {
-        "id": "ULl7losCFj9L"
-      },
-      "execution_count": 26,
-      "outputs": []
-    },
-    {
-      "cell_type": "code",
-      "source": [
-        "if True: model.push_to_hub_merged(\"Siddartha10/Qwen-14B-A30\", tokenizer, save_method = \"merged_16bit\")\n",
-        "# USE YOU HF ACCOUNT AND NOT THE ORG\n",
-        "# NAME FORMAT : HINDI-MODELNAME-EXTENSION-A/B-00 - USE A/B is BENCHMARK DATASETS WERE SET TO TRUE/FALSE IN FLAGS , THE NUMBER IS THE RATIO USED ABOVE"
-      ],
-      "metadata": {
-        "id": "cEGk9Cm1FmoH",
-        "colab": {
-          "base_uri": "https://localhost:8080/",
-          "height": 573,
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-            "ec58332846904aa39b62dd33966f789a",
-            "71a99a71117e446a994eff0576394c83",
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-            "cd3d6db871454a6e90bf1b98463b8380",
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-            "5d1aacc3d23840febb1d5877c459c495",
-            "1bd55b74f30b4d668d9125c6ce984df9",
-            "6bb6e63208ef41d0b1de20b1c18447f4",
-            "b45c4cac8c624a1bbb32ec0a86b82c37",
-            "455c46f5ab0045638c8ff10fd4b32ad4",
-            "c1df4c899ef54663844abb1101aa3058",
-            "f8a7871fb36c4c0fb3251277f2ea23cd",
-            "c9275a93881f4574b23473490749d035",
-            "9efb9953b3954c3aa4a114073f1d7b32",
-            "6056b9c4fa0f4fd89b84ff73de858729",
-            "6106a6929de14d7dbf8f3d67978fbf3e",
-            "6386453a7ff84efe83ed85f5df2e46d1"
-          ]
-        },
-        "outputId": "5b92fcac-bbc7-410d-8b06-554e20ec3172"
-      },
-      "execution_count": 27,
-      "outputs": [
-        {
-          "output_type": "stream",
-          "name": "stderr",
-          "text": [
-            "Unsloth: You are pushing to hub, but you passed your HF username = Siddartha10.\n",
-            "We shall truncate Siddartha10/Qwen-14B-A30 to Qwen-14B-A30\n",
-            "Unsloth: Kaggle/Colab has limited disk space. We need to delete the downloaded\n",
-            "model which will save 4-16GB of disk space, allowing you to save on Kaggle/Colab.\n",
-            "Unsloth: Will remove a cached repo with size 29.5G\n"
-          ]
-        },
-        {
-          "output_type": "stream",
-          "name": "stdout",
-          "text": [
-            "Unsloth: Merging 4bit and LoRA weights to 16bit...\n",
-            "Unsloth: Will use up to 42.92 out of 83.48 RAM for saving.\n",
-            "Unsloth: Saving model... This might take 5 minutes ...\n"
-          ]
-        },
-        {
-          "output_type": "stream",
-          "name": "stderr",
-          "text": [
-            "  2%|▏         | 1/48 [00:00<00:05,  8.55it/s]\n",
-            "We will save to Disk and not RAM now.\n",
-            "100%|██████████| 48/48 [01:07<00:00,  1.40s/it]\n"
-          ]
-        },
-        {
-          "output_type": "stream",
-          "name": "stdout",
-          "text": [
-            "Unsloth: Saving tokenizer..."
-          ]
-        },
-        {
-          "output_type": "display_data",
-          "data": {
-            "text/plain": [
-              "tokenizer.json:   0%|          | 0.00/11.4M [00:00<?, ?B/s]"
-            ],
-            "application/vnd.jupyter.widget-view+json": {
-              "version_major": 2,
-              "version_minor": 0,
-              "model_id": "dbcb7f2fbb7442d6acd2a71b68b77cf4"
-            }
-          },
-          "metadata": {}
-        },
-        {
-          "output_type": "stream",
-          "name": "stdout",
-          "text": [
-            " Done.\n"
-          ]
-        },
-        {
-          "output_type": "display_data",
-          "data": {
-            "text/plain": [
-              "README.md:   0%|          | 0.00/580 [00:00<?, ?B/s]"
-            ],
-            "application/vnd.jupyter.widget-view+json": {
-              "version_major": 2,
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-          },
-          "metadata": {}
-        },
-        {
-          "output_type": "display_data",
-          "data": {
-            "text/plain": [
-              "model-00003-of-00006.safetensors:   0%|          | 0.00/4.95G [00:00<?, ?B/s]"
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-          },
-          "metadata": {}
-        },
-        {
-          "output_type": "display_data",
-          "data": {
-            "text/plain": [
-              "Upload 6 LFS files:   0%|          | 0/6 [00:00<?, ?it/s]"
-            ],
-            "application/vnd.jupyter.widget-view+json": {
-              "version_major": 2,
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-          "data": {
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-              "model-00006-of-00006.safetensors:   0%|          | 0.00/4.73G [00:00<?, ?B/s]"
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-          "output_type": "display_data",
-          "data": {
-            "text/plain": [
-              "model-00004-of-00006.safetensors:   0%|          | 0.00/4.95G [00:00<?, ?B/s]"
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-        {
-          "output_type": "stream",
-          "name": "stdout",
-          "text": [
-            "Done.\n",
-            "Saved merged model to https://huggingface.co/Siddartha10/Qwen-14B-A30\n"
-          ]
-        }
-      ]
-    },
-    {
-      "cell_type": "code",
-      "source": [
-        "# SET THE REPO PRIVATE AFTER UPLOAD\n",
-        "# UPLOAD THE CSV TO THE REPO AFTER IT IS MADE PRIVATE\n",
-        "# CSV >> THE CSV SAVED IN YOUR RUNTIME"
-      ],
-      "metadata": {
-        "id": "U5gGbbSNF1oB"
-      },
-      "execution_count": 28,
-      "outputs": []
-    },
-    {
-      "cell_type": "code",
-      "source": [
-        "from google.colab import runtime\n",
-        "runtime.unassign()"
-      ],
-      "metadata": {
-        "id": "bgwLWUhvXvsZ"
-      },
-      "execution_count": 29,
-      "outputs": []
-    },
-    {
-      "cell_type": "code",
-      "source": [],
-      "metadata": {
-        "id": "oULzhQ-HX45S"
-      },
-      "execution_count": 29,
-      "outputs": []
-    }
-  ]
-}
\ No newline at end of file