From 1d4cc2bd44e7943cf331af3fd59924d03ed101ed Mon Sep 17 00:00:00 2001 From: saroop-samra Date: Wed, 12 Nov 2025 16:56:07 -0800 Subject: [PATCH 1/5] Delete Getting_Started/Teradataml_Widgets/LinReg.json --- .../Teradataml_Widgets/LinReg.json | 34 ------------------- 1 file changed, 34 deletions(-) delete mode 100644 Getting_Started/Teradataml_Widgets/LinReg.json diff --git a/Getting_Started/Teradataml_Widgets/LinReg.json b/Getting_Started/Teradataml_Widgets/LinReg.json deleted file mode 100644 index c1105927..00000000 --- a/Getting_Started/Teradataml_Widgets/LinReg.json +++ /dev/null @@ -1,34 +0,0 @@ -{ - "required_input": [ - { - "value": "titanic", - "partitionAttributes": "", - "orderByColumn": "", - "kind": "PartitionByNone" - } - ], - "arguments": { - "Inputcolumns": [ - "age", - "pclass" - ], - "ResponseColumn": "fare", - "GroupBycolumns": "", - "Stepwise": false, - "Backward": "", - "BackwardOnly": "", - "Forward": "", - "ForwardOnly": "", - "F-Statistic": false, - "T-StatisticP-value": false, - "Constant": "", - "MatrixInput": false, - "XMLReport": "", - "StatsReport": "", - "ConditionIndexThreshold": 37.0, - "EntranceCriterion": 3.84, - "RemoveCriterion": 3.84, - "VarianceProportionThreshold": 0.5 - }, - "function_name": "Linear Regression VAL" -} \ No newline at end of file From 37650dfbf8b5fe4f808b8d09bfe71d5f0f7e2092 Mon Sep 17 00:00:00 2001 From: saroop-samra Date: Wed, 12 Nov 2025 16:56:21 -0800 Subject: [PATCH 2/5] Delete Getting_Started/Teradataml_Widgets/LinRegPredict.json --- .../Teradataml_Widgets/LinRegPredict.json | 27 ------------------- 1 file changed, 27 deletions(-) delete mode 100644 Getting_Started/Teradataml_Widgets/LinRegPredict.json diff --git a/Getting_Started/Teradataml_Widgets/LinRegPredict.json b/Getting_Started/Teradataml_Widgets/LinRegPredict.json deleted file mode 100644 index 780ef723..00000000 --- a/Getting_Started/Teradataml_Widgets/LinRegPredict.json +++ /dev/null @@ -1,27 +0,0 @@ -{ - "required_input": [ - { - "value": "titanic", - "partitionAttributes": "", - "orderByColumn": "", - "kind": "PartitionByNone" - }, - { - "value": "LinearRegression_Output", - "partitionAttributes": "", - "orderByColumn": "", - "kind": "PartitionByNone" - } - ], - "arguments": { - "IndexColumns": [ - "SURVIVED" - ], - "ResponseColumn": "fare", - "Accumulate": [ - "age", - "pclass" - ] - }, - "function_name": "Linear Regression Predict VAL" -} \ No newline at end of file From f20d118af8d3ca4b2eee5fe971da72f75a353580 Mon Sep 17 00:00:00 2001 From: saroop-samra Date: Wed, 12 Nov 2025 16:56:36 -0800 Subject: [PATCH 3/5] Delete Getting_Started/Teradataml_Widgets/MovingAverage.json --- .../Teradataml_Widgets/MovingAverage.json | 21 ------------------- 1 file changed, 21 deletions(-) delete mode 100644 Getting_Started/Teradataml_Widgets/MovingAverage.json diff --git a/Getting_Started/Teradataml_Widgets/MovingAverage.json b/Getting_Started/Teradataml_Widgets/MovingAverage.json deleted file mode 100644 index a1a1823a..00000000 --- a/Getting_Started/Teradataml_Widgets/MovingAverage.json +++ /dev/null @@ -1,21 +0,0 @@ -{ - "required_input": [ - { - "value": "ibm_stock", - "partitionAttributes": "", - "orderByColumn": "", - "kind": "None" - } - ], - "arguments": { - "TargetColumns": [ - "stockprice" - ], - "IncludeFirst": true, - "Alpha": 0.22, - "StartRows": 3.0, - "WindowSize": 11.0, - "MavgType": "M" - }, - "function_name": "MovingAverage" -} \ No newline at end of file From 940ac05d533dbcafc8516406d62c7844b88a71aa Mon Sep 17 00:00:00 2001 From: saroop-samra Date: Wed, 12 Nov 2025 16:57:14 -0800 Subject: [PATCH 4/5] latest notebooks --- .../Teradataml_Widgets/AutoML_Tutorial.ipynb | 316 ++ .../Teradataml_Widgets/BYOM_Tutorial.ipynb | 273 ++ Getting_Started/Teradataml_Widgets/EDA.ipynb | 391 ++ .../Teradataml_Widgets/Plot_Notebook.ipynb | 679 ++- .../Teradataml_Widgets/Script_Tutorial.ipynb | 279 ++ .../Teradataml_Widgets/Tutorial.ipynb | 484 +- .../Teradataml_Widgets/Vector_Store_UI.ipynb | 326 ++ .../data/ADS_Final_Test.csv | 4184 +++++++++++++++++ .../Teradataml_Widgets/data/LinReg.json | 34 + .../data/LinRegPredict.json | 27 + .../data/MovingAverage.json | 21 + .../Teradataml_Widgets/data/ex1pModForDSS.out | 1 + .../Teradataml_Widgets/data/ex1pScoViaDSS.py | 170 + .../Teradataml_Widgets/data/script_example.py | 170 + 14 files changed, 6716 insertions(+), 639 deletions(-) create mode 100644 Getting_Started/Teradataml_Widgets/AutoML_Tutorial.ipynb create mode 100644 Getting_Started/Teradataml_Widgets/BYOM_Tutorial.ipynb create mode 100644 Getting_Started/Teradataml_Widgets/EDA.ipynb create mode 100644 Getting_Started/Teradataml_Widgets/Script_Tutorial.ipynb create mode 100644 Getting_Started/Teradataml_Widgets/Vector_Store_UI.ipynb create mode 100644 Getting_Started/Teradataml_Widgets/data/ADS_Final_Test.csv create mode 100644 Getting_Started/Teradataml_Widgets/data/LinReg.json create mode 100644 Getting_Started/Teradataml_Widgets/data/LinRegPredict.json create mode 100644 Getting_Started/Teradataml_Widgets/data/MovingAverage.json create mode 100644 Getting_Started/Teradataml_Widgets/data/ex1pModForDSS.out create mode 100644 Getting_Started/Teradataml_Widgets/data/ex1pScoViaDSS.py create mode 100644 Getting_Started/Teradataml_Widgets/data/script_example.py diff --git a/Getting_Started/Teradataml_Widgets/AutoML_Tutorial.ipynb b/Getting_Started/Teradataml_Widgets/AutoML_Tutorial.ipynb new file mode 100644 index 00000000..34799951 --- /dev/null +++ b/Getting_Started/Teradataml_Widgets/AutoML_Tutorial.ipynb @@ -0,0 +1,316 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "371d27f5", + "metadata": {}, + "source": [ + "
\n", + "

\n", + " AutoML with Teradatamlwidgets\n", + "
\n", + " \"Teradata\"\n", + "

\n", + "
" + ] + }, + { + "cell_type": "markdown", + "id": "56d7d758", + "metadata": {}, + "source": [ + "

Introduction

\n", + "\n", + "

The Teradataml Widgets (teradatamlwidgets) enhances teradataml’s built-in interaction capabilities with the Teradata Vantage™ Data and Analytics Platform. This provides visual components for scaled, in-Database Analytics with data that you keep in the Teradata Vantage Analytics Database within a notebook.

\n", + "\n", + "

With these components, in this notebook you will be able to:

\n", + "\n", + "
    \n", + "
  • Apply the AutoML function
    • \n", + "
" + ] + }, + { + "cell_type": "markdown", + "id": "6a011d3f", + "metadata": {}, + "source": [ + "
\n", + "\n", + "##### For ClearScape:\n", + "

Install/update packages - Do this the first time running this (or Tutorial) Notebook ONLY.

\n", + "

NOTE: You will have to SHUTDOWN (file->shutdown) and reopen to run Demo.

" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "4cd01e2e", + "metadata": {}, + "outputs": [], + "source": [ + "#pip install teradatamlwidgets" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "2ca12836", + "metadata": {}, + "outputs": [], + "source": [ + "#from teradataml import create_context, get_context, remove_context\n", + "#%run -i ../../UseCases/startup.ipynb\n", + "#eng = create_context(host = 'host.docker.internal', username='demo_user', password = password)\n", + "#print(eng)" + ] + }, + { + "cell_type": "markdown", + "id": "175ba860", + "metadata": {}, + "source": [ + "
" + ] + }, + { + "cell_type": "markdown", + "id": "801b06ad", + "metadata": {}, + "source": [ + "After running the notebook cell below, a login screen shows. This login screen has a place for the Host, Username and Password.\n", + "\n", + "Once you type in this information, click Login." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "6eb48ee4", + "metadata": {}, + "outputs": [], + "source": [ + "from teradatamlwidgets import login\n", + "ui = login.Ui()" + ] + }, + { + "cell_type": "markdown", + "id": "84f2ea00", + "metadata": {}, + "source": [ + "## Setting up the test train data\n", + "\n", + "### Load Data and DataFrame Objects\n", + "\n", + "In this example we will load some tables using teradataml. As we have already logged in, we can call teradataml load functions:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "d9e67adf", + "metadata": {}, + "outputs": [], + "source": [ + "from teradataml import load_example_data\n", + "from teradataml import DataFrame\n", + "load_example_data(\"teradataml\", \"iris_input\")\n", + "iris = DataFrame.from_table(\"iris_input\")\n", + "iris.head()" + ] + }, + { + "cell_type": "markdown", + "id": "ae6c0466", + "metadata": {}, + "source": [ + "### Test Train Split" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "4fc773e0", + "metadata": {}, + "outputs": [], + "source": [ + "iris_sample = iris.sample(frac = [0.8, 0.2])\n", + "# Fetching train and test data\n", + "iris_train= iris_sample[iris_sample['sampleid'] == 1].drop('sampleid', axis=1)\n", + "iris_test = iris_sample[iris_sample['sampleid'] == 2].drop('sampleid', axis=1)\n", + "from teradataml import copy_to_sql\n", + "copy_to_sql(df = iris_train, table_name = \"iris_train\", if_exists=\"replace\")\n", + "copy_to_sql(df = iris_test, table_name = \"iris_test\", if_exists=\"replace\")" + ] + }, + { + "cell_type": "markdown", + "id": "e38b8ba4", + "metadata": {}, + "source": [ + "#### Code Explanation\n", + "Below is the basic set up of the notebook with the mandatory parameters\n", + "\n", + "Import the notebook using the code :\n", + "\n", + "`from teradatamlwidgets import auto_ml`\n" + ] + }, + { + "cell_type": "markdown", + "id": "92193dc4", + "metadata": {}, + "source": [ + "
\n", + "\n", + "## Example: AutoML Classification Standalone\n", + "\n", + "Run the cell and in the UI do the following:\n", + "\n", + "1. In Initialize tab, set Target Column to species and click Fit\n", + "2. After Fit has completed, click on the Leaderboard to see the top leaders\n", + "3. In the Prediction tab, click Execute and see the resulting predicted output" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "9076b46b", + "metadata": {}, + "outputs": [], + "source": [ + "from teradatamlwidgets import auto_ml\n", + "\n", + "ui = auto_ml.Ui(\n", + " task=\"Classification\", \n", + " training_table=iris_train, \n", + " predict_table='iris_input',\n", + " algorithms=['xgboost', 'knn'],\n", + " verbose=0,\n", + " max_runtime_secs=300,\n", + " max_models=5)" + ] + }, + { + "cell_type": "markdown", + "id": "36a451b3", + "metadata": {}, + "source": [ + "
\n", + "\n", + "## Predict Dataframe\n", + "In order to access the predicted output table, run the below command:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "80e0cb77", + "metadata": {}, + "outputs": [], + "source": [ + "ui.get_prediction_dataframe()" + ] + }, + { + "cell_type": "markdown", + "id": "f6b66670", + "metadata": {}, + "source": [ + "
\n", + "\n", + "## Leaderboard\n", + "In order to access the leaderboard, run the below command:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "2b62c5a3", + "metadata": {}, + "outputs": [], + "source": [ + "ui.get_leaderboard()" + ] + }, + { + "cell_type": "markdown", + "id": "617ca0b6", + "metadata": {}, + "source": [ + "
\n", + "\n", + "## AutoML instance\n", + "In order to access the AutoML instance, run the below command:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "09fa057c", + "metadata": {}, + "outputs": [], + "source": [ + "ui.get_auto_ml()" + ] + }, + { + "cell_type": "markdown", + "id": "bc345b04-3c59-43db-855b-1d2ddd254883", + "metadata": {}, + "source": [ + "## Example: AutoML Classification Integrated Function UI" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "2aea4135-db32-4731-8fee-dd3153292974", + "metadata": {}, + "outputs": [], + "source": [ + "from teradatamlwidgets import analytic_functions\n", + "\n", + "inputs = ['iris_train']\n", + "ui = analytic_functions.Ui(function=\"AutoML\", inputs=inputs)" + ] + }, + { + "cell_type": "markdown", + "id": "72c55c42-fec8-4fd3-b394-22cfc03da87c", + "metadata": {}, + "source": [ + "
\n", + "
ClearScape Analytics™
\n", + "
\n", + "
\n", + " Copyright © Teradata Corporation - 2025. All Rights Reserved\n", + "
\n", + "
\n", + "
" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.11" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/Getting_Started/Teradataml_Widgets/BYOM_Tutorial.ipynb b/Getting_Started/Teradataml_Widgets/BYOM_Tutorial.ipynb new file mode 100644 index 00000000..f49cc636 --- /dev/null +++ b/Getting_Started/Teradataml_Widgets/BYOM_Tutorial.ipynb @@ -0,0 +1,273 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "c5f93b60", + "metadata": {}, + "source": [ + "
\n", + "

\n", + " BYOM with Teradatamlwidgets\n", + "
\n", + " \"Teradata\"\n", + "

\n", + "
" + ] + }, + { + "cell_type": "markdown", + "id": "219acebd", + "metadata": {}, + "source": [ + "

Introduction

\n", + "\n", + "

The Teradataml Widgets (teradatamlwidgets) enhances teradataml’s built-in interaction capabilities with the Teradata Vantage™ Data and Analytics Platform. This provides visual components for scaled, in-Database Analytics with data that you keep in the Teradata Vantage Analytics Database within a notebook.

\n", + "\n", + "

With these components, in this notebook you will be able to:

\n", + "\n", + "
    \n", + "
  • Apply the BYOM function
    • \n", + "
" + ] + }, + { + "cell_type": "markdown", + "id": "6a011d3f", + "metadata": {}, + "source": [ + "
\n", + "\n", + "##### For ClearScape:\n", + "

Install/update packages - Do this the first time running this (or Tutorial) Notebook ONLY.

\n", + "

NOTE: You will have to SHUTDOWN (file->shutdown) and reopen to run Demo.

" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "4cd01e2e", + "metadata": {}, + "outputs": [], + "source": [ + "#pip install teradatamlwidgets" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "2ca12836", + "metadata": {}, + "outputs": [], + "source": [ + "#from teradataml import create_context, get_context, remove_context\n", + "#%run -i ../../UseCases/startup.ipynb\n", + "#eng = create_context(host = 'host.docker.internal', username='demo_user', password = password)\n", + "#print(eng)" + ] + }, + { + "cell_type": "markdown", + "id": "175ba860", + "metadata": {}, + "source": [ + "
" + ] + }, + { + "cell_type": "markdown", + "id": "801b06ad", + "metadata": {}, + "source": [ + "#### After Running the Cell\n", + "\n", + "After running the notebook cell below, a login screen shows. This login screen has a place for the Host, Username and Password.\n", + "\n", + "Once you type in this information, click Login." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "6eb48ee4", + "metadata": {}, + "outputs": [], + "source": [ + "from teradatamlwidgets import login\n", + "\n", + "ui = login.Ui()" + ] + }, + { + "cell_type": "markdown", + "id": "84f2ea00", + "metadata": {}, + "source": [ + "
\n", + "\n", + "## Setting up the Model\n", + "\n", + "### Load Data and DataFrame Objects\n", + "\n", + "In this example we will load some tables using teradataml. As we have already logged in, we can call teradataml load functions:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "d9e67adf", + "metadata": {}, + "outputs": [], + "source": [ + "# Import required libraries / functions.\n", + "import os, teradataml\n", + "from teradataml import get_connection, DataFrame\n", + "from teradataml import save_byom, retrieve_byom, load_example_data\n", + "from teradataml import configure, display_analytic_functions, execute_sql\n", + "\n", + "# Load example data.\n", + "load_example_data(\"byom\", \"iris_test\")\n", + "\n", + "# Create teradataml DataFrame objects.\n", + "iris_test = DataFrame.from_table(\"iris_test\")" + ] + }, + { + "cell_type": "markdown", + "id": "ae6c0466", + "metadata": {}, + "source": [ + "### Load Model into Vantage" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "4fc773e0", + "metadata": {}, + "outputs": [], + "source": [ + "# Load model file into Vantage.\n", + "model_file = os.path.join(os.path.dirname(teradataml.__file__), \"data\", \"models\", \"dr_iris_rf\")\n", + "try: \n", + " save_byom(\"dr_iris_rf\", model_file, \"byom_models\")\n", + "except:\n", + " pass" + ] + }, + { + "cell_type": "markdown", + "id": "e38b8ba4", + "metadata": {}, + "source": [ + "#### Code Explanation\n", + "Below is the basic set up of the notebook with the mandatory parameters\n", + "\n", + "Import the notebook using the code :\n", + "\n", + "`from teradatamlwidgets import byom_functions`" + ] + }, + { + "cell_type": "markdown", + "id": "92193dc4", + "metadata": {}, + "source": [ + "
\n", + "\n", + "## Example: DataRobotPredict" + ] + }, + { + "cell_type": "markdown", + "id": "4c279e9d", + "metadata": {}, + "source": [ + "Score data in Vantage with a model that has been created outside the Vantage by removing all the all cached models.\n", + "\n", + "The parameters for the DataRobotPredict example are as follows:\n", + "\n", + "- Set Accumulate to 'id', 'sepal_length', 'petal_length'\n", + "- Set OverwriteCachedModel to \"*\"\n", + " \n", + "- Function is already set to DataRobotPredict\n", + "- BYOM Install is already set to \"mldb\"\n", + "- InputTable is already set to \"iris_test\"\n", + "- ModelID is already set to \"dr_iris_rf\"\n", + "- ModelTable is already set to \"byom_models\"" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "9076b46b", + "metadata": {}, + "outputs": [], + "source": [ + "from teradatamlwidgets import byom_functions\n", + "\n", + "ui = byom_functions.Ui(function = \"DataRobotPredict\", \n", + " byom_location = \"mldb\", \n", + " data=\"iris_test\", \n", + " model_id=\"dr_iris_rf\", \n", + " model_table=\"byom_models\")" + ] + }, + { + "cell_type": "markdown", + "id": "36a451b3", + "metadata": {}, + "source": [ + "
\n", + "\n", + "## Output Dataframe\n", + "In order to access the full output table, run the below command:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "80e0cb77", + "metadata": {}, + "outputs": [], + "source": [ + "ui.get_output_dataframe()" + ] + }, + { + "cell_type": "markdown", + "id": "639eaaa2-5228-411c-afd5-cc90cfecf051", + "metadata": {}, + "source": [ + "
\n", + "
ClearScape Analytics™
\n", + "
\n", + "
\n", + " Copyright © Teradata Corporation - 2025. All Rights Reserved\n", + "
\n", + "
\n", + "
" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.11" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/Getting_Started/Teradataml_Widgets/EDA.ipynb b/Getting_Started/Teradataml_Widgets/EDA.ipynb new file mode 100644 index 00000000..ec3edd76 --- /dev/null +++ b/Getting_Started/Teradataml_Widgets/EDA.ipynb @@ -0,0 +1,391 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "5005165d-678a-4967-aee6-74f0c3ca4e80", + "metadata": {}, + "source": [ + "
\n", + "

\n", + " Teradataml Widgets EDA\n", + "
\n", + " \"Teradata\"\n", + "

\n", + "
" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "id": "4ec1d34c-1610-4ce1-8e89-b56cfeb83090", + "metadata": {}, + "source": [ + "

Introduction

\n", + "\n", + "

The Exploratory Data Analysis UI allows the user to take a deeper look into their dataset. The tabs include Data, Analyze, Visualize, Describe, and Persist.\n", + "This provides visual components for scaled, in-Database Analytics with data that you keep in the Teradata Vantage Analytics Database within a notebook.

\n", + "\n", + "
    \n", + "
  • Data: DataFrame
    • \n", + "
      \n", + "
    • A select subset of the DataFrame.
      • \n", + "
    \n", + "
\n", + "
    \n", + "
  • Visualize: Utilizing TD_PLOT function for visualizations
    • \n", + "
      \n", + "
    • Plot and visualize the DataFrames.
      • \n", + "
    \n", + "
\n", + "
    \n", + "
  • Analyze: Access and execute analytic functions that reside in the Teradata Vantage Analytics Database
    • \n", + "
      \n", + "
    • A select subset of the Analytics Database analytic functions.
      • \n", + "
    • The entire Vantage Analytics Library (VAL) functions set.
      • \n", + "
    • The Unbounded Array Framework (UAF) time series functions.
      • \n", + "
    • AutoML.
      • \n", + "
    \n", + "
\n", + "\n", + "
    \n", + "
  • Describe: DataFrame description and information
    • \n", + "
      \n", + "
    • Shape and Size, Column Statistics, Column Types, Column Summary, Categorical Summary, Futile Columns and Source Query.
      • \n", + "
    \n", + "
\n", + "
    \n", + "
  • Persist: Writes records stored in a teradataml DataFrame to Teradata Vantage
    • \n", + "
      \n", + "
    • Output, Column Type, Primary Time Index tabs
      • \n", + "
    \n", + "
" + ] + }, + { + "cell_type": "markdown", + "id": "f26f5e9c-041e-4903-98a8-cb5ccd81072d", + "metadata": {}, + "source": [ + "#### Code Explanation\n", + "Below is the basic set up of the notebook to call the EDA UI:\n", + "1. Create Connection\n", + "\n", + "2. Call the DataFrame" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "fec0b072-430d-4637-a8c3-191af6752b25", + "metadata": {}, + "outputs": [], + "source": [ + "from teradataml import *\n", + "import getpass\n", + "conn = create_context(host=getpass.getpass(\"Hostname: \"), \n", + " username=getpass.getpass(\"Username: \"),\n", + " password=getpass.getpass(\"Password: \"))" + ] + }, + { + "cell_type": "markdown", + "id": "7f388904-2a84-4705-baec-45940d93e1a3", + "metadata": {}, + "source": [ + "### Load Tables\n", + "\n", + "In this example we will load some tables using teradataml. As we have already logged in, we can call teradataml load functions:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "6eb7821d-fc71-437a-8266-e842fce9b385", + "metadata": {}, + "outputs": [], + "source": [ + "# Load the example data.\n", + "load_example_data(\"movavg\", \"ibm_stock\")" + ] + }, + { + "cell_type": "markdown", + "id": "0aeb5a95-f932-4837-a0e8-49bd42b42cc8", + "metadata": {}, + "source": [ + "### Set the DataFrame\n", + "By setting the DataFrame and calling it, the EDA UI will appear with the 5 different tabs (Data, Describe, Visualize, Analyze, and Persist)." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "3af4dd05-7896-4153-9b5a-64993ae203d6", + "metadata": {}, + "outputs": [], + "source": [ + "df = DataFrame(\"ibm_stock\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "0a64c980-8193-4dd7-8d5a-5e98c1479112", + "metadata": {}, + "outputs": [], + "source": [ + "df" + ] + }, + { + "cell_type": "markdown", + "id": "06d098e1-7c4e-4fae-a5e4-36d0d38a4896", + "metadata": {}, + "source": [ + "### Pipeline Example" + ] + }, + { + "cell_type": "markdown", + "id": "6594bb1e-6523-4eb1-9380-d95de564f8b9", + "metadata": {}, + "source": [ + "Pipelining is possible within the Analyze tab. \n", + "1. Click on the **Analyze** tab\n", + "2. Type in and choose \"Linear Regression\"\n", + "3. Under Required tab for *Input Columns* select \"age\", \"years_with_bank\", and \"nbr_children\". For *Response Column* choose \"income\"\n", + "4. Click **Execute** button\n", + "5. Click **Add to Pipeline** button\n", + "6. Type in and choose \"Linear Regression Predict\"\n", + "7. Under Optional tab for *Index Columns* select \"age\", \"years_with_bank\". For *Response Column* choose \"income\". For *Acumulate* choose \"nbr_children\"\n", + "8. Click **Execute** button" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "2b806fc4-f9a9-4b09-b1eb-4534b5734553", + "metadata": {}, + "outputs": [], + "source": [ + "df = DataFrame(\"Customer\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "328572f6-2d57-4559-9c9c-16e5d6287f1a", + "metadata": {}, + "outputs": [], + "source": [ + "df" + ] + }, + { + "cell_type": "markdown", + "id": "7ef92fe0-9e15-4f1c-a5f1-fc375705128a", + "metadata": {}, + "source": [ + "### Analyze Tab - Access Output DataFrame\n", + "After executing in the Analyze, it is possible to access the last output dataframe by calling the method below." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "a3b459a6-50b1-49af-9650-13c2f2e19cef", + "metadata": {}, + "outputs": [], + "source": [ + "df.get_output()" + ] + }, + { + "cell_type": "markdown", + "id": "690e4990-1461-4e8f-9573-f8e5d9ea55aa", + "metadata": {}, + "source": [ + "### Also possible with query input" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "d0b56ba2-fd89-4683-b9bd-b0af9897b37b", + "metadata": {}, + "outputs": [], + "source": [ + "df = DataFrame(\"customer\")\n", + "if True:\n", + " for i in range(30):\n", + " df = df.assign(**{\"column_long_xyz_{}\".format(i): i})\n", + "df" + ] + }, + { + "cell_type": "markdown", + "id": "cb1dc9b3-f244-40dd-aac0-2a646bc956a3", + "metadata": {}, + "source": [ + "## Approach 2\n", + "The EDA UI is also callable within teradatamlwidgets, using `from teradatamlwidgets import eda`\n", + "\n", + "#### Code Explanation\n", + "Below is the basic set up of the notebook to call the EDA UI :\n", + "1. Create a connection using teradataml create_context or log in using\n", + "\n", + " `from teradatamlwidgets import login`\n", + "\n", + " `ui = login.Ui(val_location=\"VAL\")`\n", + "\n", + "3. Import the notebook using the code : \n", + "\n", + " `from teradatamlwidgets import eda`\n", + "\n", + "4. Set up the input DataFrame and call code using :\n", + " \n", + " `ui = eda.Ui(df = df)`" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "82ede802-edf1-4786-bed1-3c348e7d86d1", + "metadata": {}, + "outputs": [], + "source": [ + "from teradatamlwidgets import eda\n", + "\n", + "df = DataFrame(\"ibm_stock\")\n", + "\n", + "ui = eda.Ui(df = df)" + ] + }, + { + "cell_type": "markdown", + "id": "0f66716a-f186-4503-8f51-b73f39919482", + "metadata": {}, + "source": [ + "##### Each tab from the EDA UI is also callable separately within teradatamlwidgets.\n", + "\n", + "Analyze: `from teradatamlwidgets import analytic_functions` \n", + "\n", + "Visualize: `from teradatamlwidgets import plot` \n", + "\n", + "Describe: `from teradatamlwidgets import describe` \n", + "\n", + "Persist: `from teradatamlwidgets import persist` \n", + "\n", + "\n", + "*The explanation for **Analyze** (analytic_functions) is available in separate notebook \"Tutorial.ipynb\".*\n", + "\n", + "*The explanation for **Visualize** (plot) is available in separate notebook \"Plot.ipynb\".*\n", + "\n", + "\n", + "## Describe\n", + "#### Code Explanation\n", + "Below is the basic set up of the notebook to call the Describe UI :\n", + "1. Create a connection using teradataml create_context or log in using\n", + " \n", + " `from teradatamlwidgets import login`\n", + "\n", + " `ui = login.Ui(val_location=\"VAL\")`\n", + "\n", + "3. Import the notebook using the code : \n", + "\n", + " `from teradatamlwidgets import describe`\n", + "\n", + "4. Set up the input DataFrame and call code using :\n", + " \n", + " `ui = describe.Ui(df = df)`" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "5445f1ad-06c7-48b9-81cd-b1e3159e2e17", + "metadata": {}, + "outputs": [], + "source": [ + "from teradatamlwidgets import describe\n", + "\n", + "df = DataFrame(\"ibm_stock\")\n", + "\n", + "ui = describe.Ui(df = df)" + ] + }, + { + "cell_type": "markdown", + "id": "9aa09f9c-6f76-4465-b0e4-f4c32720c323", + "metadata": {}, + "source": [ + "## Persist\n", + "#### Code Explanation\n", + "Below is the basic set up of the notebook to call the Persist UI :\n", + "1. Create a connection using teradataml create_context or log in using\n", + " \n", + " `from teradatamlwidgets import login`\n", + "\n", + " `ui = login.Ui(val_location=\"VAL\")`\n", + "\n", + "3. Import the notebook using the code : \n", + "\n", + " `from teradatamlwidgets import persist`\n", + "\n", + "4. Set up the input DataFrame and call code using :\n", + " \n", + " `ui = persist.Ui(df = df)`" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "4ab52689-8842-496e-9d9a-b9d37301a0c1", + "metadata": {}, + "outputs": [], + "source": [ + "from teradatamlwidgets import persist\n", + "\n", + "df = DataFrame(\"ibm_stock\")\n", + "\n", + "ui = persist.Ui(df = df)" + ] + }, + { + "cell_type": "markdown", + "id": "2e6cf1ff-2ff7-4e96-bee4-a632cf7167d2", + "metadata": {}, + "source": [ + "
\n", + "
ClearScape Analytics™
\n", + "
\n", + "
\n", + " Copyright © Teradata Corporation - 2025. All Rights Reserved\n", + "
\n", + "
\n", + "
" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.11" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/Getting_Started/Teradataml_Widgets/Plot_Notebook.ipynb b/Getting_Started/Teradataml_Widgets/Plot_Notebook.ipynb index ec1eef92..a3567dbb 100644 --- a/Getting_Started/Teradataml_Widgets/Plot_Notebook.ipynb +++ b/Getting_Started/Teradataml_Widgets/Plot_Notebook.ipynb @@ -2,12 +2,12 @@ "cells": [ { "cell_type": "markdown", - "id": "79fd4b3c-6c41-484f-93be-248f6330f552", + "id": "de32dad3", "metadata": {}, "source": [ "
\n", "

\n", - " Plotting with Teradataml Widgets\n", + " Plot with Teradatamlwidgets\n", "
\n", " \"Teradata\"\n", "

\n", @@ -16,97 +16,85 @@ }, { "cell_type": "markdown", - "id": "47369844-f8f9-41c9-bb1f-21e8ab3862a2", + "id": "ae1f9877", "metadata": {}, "source": [ - "

Introduction

\n", + "

Introduction

\n", "\n", - "

The Teradataml Widgets (teradatamlwidgets) enhances teradataml’s built-in interaction capabilities with the Teradata Vantage™ Data and Analytics Platform. This provides visual components for scaled, in-Database Analytics with data that you keep in the Teradata Vantage Analytics Database within a notebook.

\n", + "

The Teradataml Widgets (teradatamlwidgets) enhances teradataml’s built-in interaction capabilities with the Teradata Vantage™ Data and Analytics Platform. This provides visual components for scaled, in-Database Analytics with data that you keep in the Teradata Vantage Analytics Database within a notebook.

\n", "\n", - "

With these components, in a notebook you will be able to:

\n", + "

With these components, in this notebook you will be able to:

\n", "\n", - "
    \n", - "
  • Access and execute analytic functions that reside in the Teradata Vantage Analytics Database. The functions are comprised by the following sets:
    • \n", - "
      \n", - "
    • A select subset of the Analytics Database analytic functions.
      • \n", - "
    • The entire Vantage Analytics Library (VAL) functions set.
      • \n", - "
    • The Unbounded Array Framework (UAF) time series functions.
      • \n", - "
    \n", + "
      \n", + "
    • Plot and visualize the DataFrames
      • \n", "
    " ] }, { "cell_type": "markdown", - "id": "db2c09e2-531e-4e21-acd2-f1bd2f5cc8cc", + "id": "4e1b2d77", "metadata": {}, "source": [ - "
    \n", - "

    Installing some dependencies" + "

    \n", + "\n", + "##### For ClearScape:\n", + "

    Install/update packages - Do this the first time running this (or Tutorial) Notebook ONLY.

    \n", + "

    NOTE: You will have to SHUTDOWN (file->shutdown) and reopen to run Demo.

    " ] }, { "cell_type": "code", "execution_count": null, - "id": "ee4d3803-eed4-4d40-9864-323b21abedc2", + "id": "5d718bc7", "metadata": {}, "outputs": [], "source": [ - "!pip install teradatamlwidgets==20.0.0.5 ipywidgets" - ] - }, - { - "cell_type": "markdown", - "id": "1011831a-9536-465e-951a-bdefae2b02a1", - "metadata": {}, - "source": [ - "
    \n", - "

    Note: The statement in the above cell may need to be commented if you run the notebooks on a platform other than ClearScape Analytics Experience that does not have the already have the libraries installed. Please restart the kernel after installing these libraries to bring the functions into the Kernel. The simplest way to restart the Kernel is by typing zero zero: 0 0

    \n", - "
    \n", - "

    Here, we import the required libraries, set environment variables and environment paths (if required).

    " + "#pip install teradatamlwidgets" ] }, { "cell_type": "code", "execution_count": null, - "id": "61bed444", - "metadata": { - "tags": [] - }, + "id": "8556a0de", + "metadata": {}, "outputs": [], "source": [ - "%load_ext autoreload\n", - "%autoreload 2\n", - "import sys\n", - "from teradataml import *\n", - "from teradatamlwidgets import login\n", - "from teradatamlwidgets import plot" + "#from teradataml import create_context, get_context, remove_context\n", + "#%run -i ../../UseCases/startup.ipynb\n", + "#eng = create_context(host = 'host.docker.internal', username='demo_user', password = password)\n", + "#print(eng)" ] }, { "cell_type": "markdown", - "id": "f15ad570-fa49-4944-ac54-1cd11610bd4a", + "id": "eeddc37a", "metadata": {}, "source": [ - "
    \n", - "1. Initiate a connection to Vantage" + "
    " ] }, { "cell_type": "markdown", - "id": "352aec88-bec6-4171-93e7-93904d2dbd79", + "id": "e54d631d", "metadata": {}, "source": [ - "

    First log into the database using the code: Login()

    \n", + "#### Code Explanation\n", "\n", - "

    After running the notebook cell, a login screen shows. Once you type in the required information, click Login.

    \n", + "1. Import the notebook using the code:\n", "\n", - "
      \n", - "
    • Host: host.docker.internal
      • \n", - "
    • Username: demo_user
      • \n", - "
    • Password: Enter your database password here
      • \n", - "
    • Schema: demo_user
      • \n", - "
    • VALIB: VAL
      • \n", - "
    " + " `from teradatamlwidgets import login`\n", + "\n", + " `from teradatamlwidgets import plot`\n", + " \n", + " \n", + "2. Call the notebook UI using the code:\n", + "\n", + " `plot.Ui(\"inputtable\")`\n", + "\n", + "#### Login\n", + "First log into the database.\n", + "\n", + "This login screen has a place for the Host, Username and Password." ] }, { @@ -116,7 +104,9 @@ "metadata": {}, "outputs": [], "source": [ - "login = login.Ui(default_database=\"demo_user\", val_location=\"VAL\")" + "from teradatamlwidgets import login\n", + "\n", + "ui = login.Ui()" ] }, { @@ -124,10 +114,11 @@ "id": "ff673cb2", "metadata": {}, "source": [ - "
    \n", - "2. Load Tables\n", + "
    \n", + "\n", + "### Load Tables\n", "\n", - "

    In this example we will load some tables using teradataml. As we have already logged in, we can call teradataml load functions:

    " + "In this example we will load some tables using teradataml. As we have already logged in, we can call teradataml load functions:" ] }, { @@ -137,98 +128,135 @@ "metadata": {}, "outputs": [], "source": [ + "from teradataml import *\n", "# Load the example data.\n", "load_example_data(\"teradataml\", \"titanic\")\n", "load_example_data(\"uaf\", \"house_values\")\n", "load_example_data(\"movavg\", \"ibm_stock\")\n", "load_example_data(\"uaf\", [\"waveletTable\", \"us_air_pass\"])\n", "load_example_data(\"teradataml\", \"iris_input\")\n", - "load_example_data(\"geodataframe\", [\"sample_shapes\"])\n", - "load_example_data(\"geodataframe\", [\"us_population\", \"us_states_shapes\"])" + "load_example_data(\"geodataframe\", [\"sample_shapes\"])" ] }, { "cell_type": "markdown", - "id": "538f542f-c407-4ec3-8ba6-9dd610753bcc", + "id": "91ff36b8", "metadata": {}, "source": [ - "
    \n", - "
    \n", - "

    Plot Notebook Toolbar Button Functionality

    \n", + "
    \n", "\n", - "
      \n", - "
    • Plot: Click this button once you are ready to plot after choosing the appropriate desired values for the parameters.
      • \n", - "
    • Log Out: Click this button if you want to log out, which will take you to the login dialog.
      • \n", - "
    \n", + "### Plot Notebook Toolbar Button Functionality\n", "\n", - "

    Plot Notebook Tabs

    \n", + "#### Plot: \n", + "Click this button once you are ready to plot after choosing the appropriate desired values for the parameters.\n", "\n", - "

    The parameters in the tabs are from the TD_PLOT function. Please refer to that documentation for the specifics of each parameter.

    \n", "\n", - "
      \n", - "
    • Chart: This tab includes the X value of the input table and the Y values(s) which are the Series[0], Series[1] etc.
      • \n", - "
        \n", - "
      • Each time a Series is added, a new series option appears
        • \n", - "
      • A tab is available for each series to customize
        • \n", - "
      \n", - "
    • Format: This tab includes all the formatting specific parameters for the plot.
      • \n", - "
        \n", - "
      • Title, Heading, X-Label, Y-Label, and grid, color map and legend information
        • \n", - "
      \n", - "
    • Range: Includes all the range specific parameters
      • \n", - "
        \n", - "
      • X-Ticks, Reverse X-Ticks, X Range (Min and Max)
        • \n", - "
      • Y-Ticks, Reverse Y-Ticks, Y Range (Min and Max)
        • \n", - "
      \n", - "
    • Series Tab(s): Each Series tab has same parameters which is specific to that series.
      • \n", - "
        \n", - "
      • Style color, Line Style, Line Width, Marker, Marker Size
        • \n", - "
    " + "#### Log Out: \n", + "Click this button if you want to log out, which will take you to the login dialog." ] }, { "cell_type": "markdown", - "id": "111c0ec5-59c7-4e6b-9f8d-98780c230a39", + "id": "d9aeb2d2", "metadata": {}, "source": [ - "

    There is “Chart Type” located at the top which provides list of all plot type options.

    \n", + "### Plot Notebook Tabs\n", "\n", - "Choose Plot Type\n", - "

    You can choose the plot type before so that when the UI is run, it automatically has that plot type chosen. This is done by also including the plot type e.g. \"Bar\" in the constructor after the input table.\n", - "

    \n", - "Below is a series of instructions for setting up example plots (based on teradataml documentation examples).\n", - "

    \n", + "The parameters in the tabs are from the TD_PLOT function. Please refer to that documentation for the specifics of each parameter (https://teraworks.teradata.com/pages/viewpage.action?spaceKey=TDANEX&title=TD_PLOT+Parameters#TD_PLOTParameters-MARKER)\n", "\n", - "Setting up the Plot Notebook : Optional Arguments\n", + "#### Chart:\n", + "This tab includes the X value of the input table and the Y values(s) which are the Series[0], Series[1] etc. \n", + "- Each time a Series is added, a new series option appears\n", + "- A tab is available for each series to customize\n", "\n", - "

    Optionally, you can set up any of the parameters in the constructor itself. This way when running the cell, the UI gets populated with the pre-selected choices. Each parameter has an argument associated which is what would be used to set it in the constructor.

    \n", + "#### Format\n", + "This tab includes all the formatting specific parameters for the plot.\n", + "- Title, Heading, X-Label, Y-Label, and grid, color map and legend information\n", "\n", - "

    You can see the argument for a given parameter by hovering over the parameter, this will give description of the parameter and at the end specifies the argument name.

    \n", + "#### Range\n", "\n", - "

    For example, below we see the Style Color parameter has argument: style, so in the constructor to set this to ‘green’ there is : \n", - "style = ‘green’

    \n", + "Includes all the range specific parameters\n", + "- X-Ticks, Reverse X-Ticks, X Range (Min and Max)\n", + "- Y-Ticks, Reverse Y-Ticks, Y Range (Min and Max)\n", "\n", - "

    This allows the UI to have that selection upon loading (i.e. when the notebook cell is run).\n", - "

    \n", - "The examples below will use this in order to get the parameters to be filled with the appropriate values.

    " + "#### Series Tab(s)\n", + "Each Series tab has same parameters which is specific to that series.\n", + "- Style color, Line Style, Line Width, Marker, Marker Size " ] }, { "cell_type": "markdown", - "id": "cf4bdcf9-5a69-47da-8f59-b846ebc7aed5", + "id": "4d8df3c0", "metadata": {}, "source": [ - "
    \n", - "3. Simple Line Plot\n", + "
    \n", + "\n", + "## Class: plot.Ui\n", + "## Constructor:\n", + "\n", + "Description: Opens the Plot UI dialog in the notebook with the following arguments:" + ] + }, + { + "cell_type": "markdown", + "id": "b74360e7", + "metadata": {}, + "source": [ + "| Argument | Type | Required | Description | Example |\n", + "|:--------:|:--------:|:--------:|:--------:|:--------:|\n", + "| table_name | String | Mandatory (IF df argument not specified) | An input table name to use for plotting. | Ui(table_name = \"titanic\") |\n", + "| df | teradataml.DataFrame | Mandatory (IF table_name argument not specified) | An input teradataml dataframe to use for plotting. | Ui(df = DataFrame(\"titanic\")) |\n", + "| current_plot | String | Optional | If you want chart type pre-selected. | Ui(table_name = \"titanic\", current_plot = \"Bar\")|\n", + "| _all other parameter arguments_ | | Optional | If you want any other parameters pre-selected, see their argument name in description. | Ui(table_name = \"titanic\", current_plot = \"Bar\", style='green')|\n" + ] + }, + { + "cell_type": "markdown", + "id": "4586b766", + "metadata": {}, + "source": [ + "
    \n", + "\n", + "### After Running the Cell\n", + "\n", + "After running the notebook cell, a login screen shows. This login screen has a place for the Host, Username, Password, Schema, and VALIB.\n", "\n", - "

    For the first plot below, we will do an example of a \"Line\" plot. This uses \"ibm_stock\" as the input table.

    \n", + "Once you type in this information, click Login.\n", "\n", - "
      \n", - "
    • In the Chart Tab, choose \"period\" for X and \"stockprice\" for Series Y[0].
      • \n", - "
    • In the Format Tab, for the Title enter \"Line Plot Example\" and for the Heading enter \"Simple Line Plot\".
      • \n", - "
    \n", + "There is “Chart Type” located at the top which provides list of all plot type options.\n", "\n", - "

    Once you are done entering the parameters, click the green Plot button.

    " + "### Choose Plot Type\n", + "You can choose the plot type before so that when the UI is run, it automatically has that plot type chosen. This is done by also including the plot type e.g. \"Bar\" in the constructor after the input table.\n", + "\n", + "Below is a series of instructions for setting up example plots (based on teradataml documentation examples).\n", + "\n", + "
    \n", + "\n", + "### Setting up the Plot Notebook : Optional Arguments\n", + "\n", + "Optionally, you can set up any of the parameters in the constructor itself. This way when running the cell, the UI gets populated with the pre-selected choices. Each parameter has an argument associated which is what would be used to set it in the constructor.\n", + "\n", + "You can see the argument for a given parameter by hovering over the parameter, this will give description of the parameter and at the end specifies the argument name.\n", + "\n", + "For example, below we see the Style Color parameter has argument: style, so in the constructor to set this to ‘green’ there is : \n", + "style = ‘green’ \n", + "\n", + "This allows the UI to have that selection upon loading (i.e. when the notebook cell is run). \n", + "\n", + "The examples below will use this in order to get the parameters to be filled with the appropriate values.\n", + "\n", + "
    \n", + "\n", + "\n", + "#### Example 1 - Simple Line Plot\n", + "\n", + "For the first plot below, we will do an example of a \"Line\" plot. This uses \"ibm_stock\" as the input table.\n", + "\n", + "- In the _Chart Tab_, choose **X** as \"period\" and **Series[0]** as \"stockprice\". \n", + "\n", + "- In the _Format Tab_, for the **Title** enter \"Line Plot Example\" and for the **Heading** enter \"Simple Line Plot\". \n", + "\n", + "Once you are done entering the parameters, click the green Plot button." ] }, { @@ -238,15 +266,16 @@ "metadata": {}, "outputs": [], "source": [ + "from teradatamlwidgets import plot\n", + "\n", "plot1 = plot.Ui(\n", - " table_name = \"ibm_stock\",\n", - " current_plot = \"Line\",\n", - " x = 'period',\n", - " series = 'stockprice',\n", - " color = 'green',\n", - " heading = 'Simple Line Plot',\n", - " title = 'Line Plot Example'\n", - ")" + " table_name=\"ibm_stock\", \n", + " current_plot=\"Line\", \n", + " x='period', \n", + " series='stockprice', \n", + " color='green', \n", + " heading='Simple Line Plot',\n", + " title= 'Line Plot Example')" ] }, { @@ -254,19 +283,21 @@ "id": "3d5a10ba", "metadata": {}, "source": [ - "
    \n", - "4. Simple Bar Plot\n", + "
    \n", + "\n", + "#### Example 2 - Simple Bar Plot\n", + "\n", + "For the second plot below, we will do an example of a \"Bar\" plot. This uses \"ibm_stock\" as the input table.\n", "\n", - "

    For the second plot below, we will do an example of a \"Bar\" plot. This uses \"ibm_stock\" as the input table.

    \n", + "- In the _Chart Tab_, choose **X** as \"period\" and **Series[0]** as \"stockprice\". \n", "\n", - "
      \n", - "
    • In the Chart Tab, choose \"period\" for X and \"stockprice\" for Series Y[0].
      • \n", - "
    • In the Format Tab, for the X Label enter \"xlabel\" and for the Y Label enter \"ylabel\", for Heading enter “Simple Bar Plot”, and for Title enter “Bar Plot Example”
      • \n", - "
    • In the Range Tab, for the X Ticks enter \"MMM\" and for the Y Ticks enter \"9,99.99\".
      • \n", - "
    • In the Series Y[0] Tab, keep Style Color as \"blue\".
      • \n", - "
    \n", + "- In the _Format Tab_, for the **X Label** enter \"xlabel\" and for the **Y Label** enter \"ylabel\", for Heading enter “Simple Bar Plot”, and for Title enter “Bar Plot Example”\n", "\n", - "

    Once you are done entering the parameters, click the green Plot button.

    " + "- In the _Range Tab_, for the **X Ticks** enter \"MMM\" and for the **Y Ticks** enter \"9,99.99\".\n", + "\n", + "- In the _Series[0] Tab_, keep **Style Color** as \"blue\".\n", + "\n", + "Once you are done entering the parameters, click the green Plot button." ] }, { @@ -276,19 +307,20 @@ "metadata": {}, "outputs": [], "source": [ + "from teradatamlwidgets import plot\n", + "\n", "plot2 = plot.Ui(\n", - " table_name = \"ibm_stock\",\n", - " current_plot = \"Bar\",\n", - " x = 'period',\n", - " series = 'stockprice',\n", - " xlabel = 'xlabel',\n", - " ylabel = 'ylabel',\n", - " xticks = 'MMM',\n", - " yticks = '9,99.99',\n", - " color = 'blue', \n", - " heading = 'Simple Bar Plot',\n", - " title = 'Bar Plot Example'\n", - ")" + " table_name=\"ibm_stock\", \n", + " current_plot=\"Bar\", \n", + " x='period', \n", + " series='stockprice', \n", + " xlabel='xlabel',\n", + " ylabel='ylabel',\n", + " x_ticks='MMM',\n", + " y_ticks=\"9,99.99\",\n", + " color='blue', \n", + " heading='Simple Bar Plot',\n", + " title= 'Bar Plot Example')" ] }, { @@ -296,17 +328,20 @@ "id": "d766ea86", "metadata": {}, "source": [ - "

    \n", - "5. Composite Bar Plot\n", "\n", - "

    The plot below is an example of a Composite Bar chart. It uses \"us_air_pass\" as the input table.

    \n", + "
    \n", + "\n", + "#### Example 3 - Composite Bar Plot\n", + "\n", + "The plot below is an example of a Composite Bar chart. It uses \"us_air_pass\" as the input table.\n", "\n", - "
      \n", - "
    • In the Chart Tab, choose \"idx\" for X and \"international\" for Series Y[0] and \"domestic\" for Series Y[1].
      • \n", - "
    • In the Format Tab, for Title use \"Bar Plot Example 2\" and for Heading use \"Composite Bar Plot\".
      • \n", - "
    • In Series Y[0] Tab the Style Color is kept to the default of blue. But for Series Y[1] Tab change Style Color to \"orange\".
      • \n", - "
    \n", - "

    Once you are done entering the parameters, click the green Plot button.

    " + "- In the _Chart Tab_, for the **X** choose \"idx\" and for **Series[0]** choose \"international\", and **Series[1]** set to \"domestic\".\n", + "\n", + "- In the _Format Tab_, for **Heading** enter \"Composite Bar Plot\", and Title to “Bar Plot Example 2”.\n", + "\n", + "- In _Series[0] Tab_ the **Style Color** is kept to the default of blue. But for _Series[1] Tab_ change **Style Color** to \"orange\".\n", + "\n", + "Once you are done entering the parameters, click the green Plot button." ] }, { @@ -316,15 +351,16 @@ "metadata": {}, "outputs": [], "source": [ + "from teradatamlwidgets import plot\n", + "\n", "plot3 = plot.Ui(\n", - " table_name = \"us_air_pass\",\n", - " current_plot = \"Bar\",\n", - " x = 'idx',\n", - " series = ['international','domestic'],\n", - " color = ['blue', 'orange'],\n", - " heading = 'Composite Bar Plot',\n", - " title = 'Bar Plot Example 2'\n", - ")" + " table_name=\"us_air_pass\", \n", + " current_plot=\"Bar\", \n", + " x='idx', \n", + " series=['international','domestic'], \n", + " color=['blue', 'orange'], \n", + " heading='Composite Bar Plot',\n", + " title= 'Bar Plot Example 2')\n" ] }, { @@ -332,18 +368,19 @@ "id": "a191bfec", "metadata": {}, "source": [ - "

    \n", - "6. Scatter Plot\n", + "
    \n", "\n", - "

    The plot below is an example of a Scatter plot. It uses \"iris_input\" as the input table.

    \n", + "#### Example 4 - Scatter Plot\n", "\n", - "
      \n", - "
    • In the Chart Tab, for X choose \"sepal_length\" and for Series Y[0] choose \"petal_length\".
      • \n", - "
    • In the Format Tab, for Title enter \"Scatter Plot of sepal_length vs petal_length\", set Heading to “Scatter Plot Example”, X Label to \"sepal_length\" and the Y Label to “petal_length”, set Grid Color to “black”, and set Grid Width to 1.
      • \n", - "
    • In Series Y[0] Tab, keep Style Color as \"blue\".
      • \n", - "
    \n", + "The plot below is an example of a Scatter plot. It uses \"iris_input\" as the input table.\n", "\n", - "

    Once you are done entering the parameters, click the green Plot button.

    " + "- In the _Chart Tab_, for the **X** choose \"sepal_length\" and for **Series[0]** choose \"petal_length\".\n", + "\n", + "- In the _Format Tab_, for **Title** enter \"Scatter Plot of sepal_length vs petal_length\", set **Heading** to “Scatter Plot Example”, **X Label** to \"sepal_length\" and the **Y Label** to “petal_length”, set **Grid Color** to “black”, and set **Grid Width** to 1.\n", + "\n", + "- In _Series[0] Tab_, keep **Style Color** as \"blue\".\n", + "\n", + "Once you are done entering the parameters, click the green Plot button." ] }, { @@ -353,20 +390,21 @@ "metadata": {}, "outputs": [], "source": [ + "from teradatamlwidgets import plot\n", + "\n", "plot4 = plot.Ui(\n", - " table_name = \"iris_input\",\n", - " current_plot = \"Scatter\",\n", - " x = 'sepal_length',\n", - " series = 'petal_length',\n", - " xlabel = 'sepal_length',\n", - " ylabel = 'petal_length',\n", - " grid_color = 'black',\n", - " grid_linewidth = 1,\n", - " grid_linestyle = \"-\",\n", - " color = 'blue', \n", - " title = 'Scatter Plot of sepal_length vs petal_length',\n", - " heading = 'Scatter Plot Example'\n", - ")" + " table_name=\"iris_input\", \n", + " current_plot=\"Scatter\", \n", + " x='sepal_length', \n", + " series='petal_length', \n", + " xlabel='sepal_length',\n", + " ylabel='petal_length',\n", + " grid_color='black',\n", + " grid_linewidth=1, \n", + " grid_linestyle=\"-\",\n", + " color='blue', \n", + " title='Scatter Plot of sepal_length vs petal_length',\n", + " heading= 'Scatter Plot Example')\n" ] }, { @@ -374,49 +412,35 @@ "id": "da58382e", "metadata": {}, "source": [ - "
    \n", - "7. Mesh Plot\n", + "
    \n", "\n", - "

    Below is an example of a Mesh Plot, we use \"waveletTable\" as the input table.

    \n", + "#### Example 5 - Mesh Plot\n", + "Below is an example of a Mesh Plot, we use \"waveletTable\" as the input table.\n", "\n", - "
      \n", - "
    • In the Chart Tab, set X to \"x\", Scale to \"c\", and Series Y[0] to \"y\".
      • \n", - "
    • In the Format Tab, set Title to “Mesh Plot Example”, set Heading to “Simple Mesh Plot”, set Color Map to \"Blues\", and set the Min to -0.5 and Max to 0.5.
      • \n", - "
    " - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "8f233d60-a84c-46a8-94f6-d94394481186", - "metadata": {}, - "outputs": [], - "source": [ - "# Uncomment the next two lines and execute this cell to see all the registered color maps.\n", - "# from matplotlib import colormaps\n", - "# list(colormaps)" + "- In the _Chart Tab_, set **X** to \"x\", **Scale** to \"c\", and **Series[0]** to \"y\".\n", + "- In the _Format Tab_, set **Title** to “Mesh Plot Example”, set **Heading** to “Simple Mesh Plot”, set **Color Map** to \"ice\", and set the **Min** to -0.5 and **Max** to 0.5." ] }, { "cell_type": "code", "execution_count": null, - "id": "115b96a7-f7ed-4da9-9d92-0ce2136f4c75", + "id": "f8ecb661", "metadata": {}, "outputs": [], "source": [ + "from teradatamlwidgets import plot\n", + "\n", "plot5 = plot.Ui(\n", - " table_name = \"waveletTable\",\n", - " current_plot = \"Mesh\",\n", - " x = 'x',\n", - " scale = \"c\",\n", - " series = 'y',\n", - " color = 'orange',\n", - " vmin = -0.5,\n", - " vmax = 0.5,\n", - " cmap = \"Blues\",\n", - " title = 'Mesh Plot Example',\n", - " heading = 'Simple Mesh Plot'\n", - ")" + " table_name=\"waveletTable\", \n", + " current_plot=\"Mesh\", \n", + " x='x', \n", + " scale=\"c\",\n", + " series='y', \n", + " vmin=-0.5,\n", + " vmax=0.5,\n", + " cmap=\"ice\",\n", + " title='Mesh Plot Example',\n", + " heading= 'Simple Mesh Plot')\n" ] }, { @@ -424,15 +448,13 @@ "id": "110860f1", "metadata": {}, "source": [ - "
    \n", - "8. Wiggle Plot\n", + "
    \n", "\n", - "

    Below is an example of a Wiggle Plot, we use \"waveletTable\" as the input table.

    \n", + "#### Example 6 - Wiggle Plot\n", + "Below is an example of a Wiggle Plot, we use \"waveletTable\" as the input table.\n", "\n", - "
      \n", - "
    • In the Chart Tab, set X to \"x\", Scale to \"c\", and Series Y[0] to \"y\".
      • \n", - "
    • In the Format Tab, set Title to “Wiggle Plot Example” and Heading to “Simple Wiggle Plot”
      • \n", - "
    " + "- In the _Chart Tab_, set **X** to \"x\", **Scale** to \"c\", and **Series[0]** to \"y\".\n", + "- In the _Format Tab_, set **Title** to “Wiggle Plot Example” and **Heading** to “Simple Wiggle Plot”" ] }, { @@ -442,15 +464,16 @@ "metadata": {}, "outputs": [], "source": [ + "from teradatamlwidgets import plot\n", + "\n", "plot6 = plot.Ui(\n", - " table_name = \"waveletTable\",\n", - " current_plot = \"Wiggle\",\n", - " x = 'x',\n", - " scale = \"c\",\n", - " series = 'y',\n", - " title = 'Wiggle Plot Example',\n", - " heading = 'Simple Wiggle Plot'\n", - ")" + " table_name=\"waveletTable\", \n", + " current_plot=\"Wiggle\", \n", + " x='x', \n", + " scale=\"c\",\n", + " series='y', \n", + " title='Wiggle Plot Example',\n", + " heading= 'Simple Wiggle Plot')\n" ] }, { @@ -458,10 +481,12 @@ "id": "1da7c102", "metadata": {}, "source": [ - "
    \n", - "9. Geometry Plot\n", + "
    \n", + "\n", + "#### Example 7 - Geometry Plot\n", "\n", - "

    Below is an example of a Geometry Plot, below loads the table and join shapes with population and filter only 1990 data.

    " + "Below is an example of a Geometry Plot, below loads the table and join shapes with population and filter only 1990 data.\n", + "\n" ] }, { @@ -471,58 +496,19 @@ "metadata": {}, "outputs": [], "source": [ + "from teradataml import GeoDataFrame, load_example_data, DataFrame\n", + "load_example_data(\"geodataframe\", [\"sample_shapes\"])\n", "shapes_df = GeoDataFrame(\"sample_shapes\")\n", + "load_example_data(\"geodataframe\", [\"us_population\", \"us_states_shapes\"])\n", + "us_population = DataFrame(\"us_population\")\n", + "# Join shapes with population and filter only 1990 data.\n", "us_states_shapes = GeoDataFrame(\"us_states_shapes\")\n", - "DataFrame(\"us_population\")" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "3c154ee5-12ed-40df-ab42-ffe1cb69ab83", - "metadata": {}, - "outputs": [], - "source": [ - "us_states_shapes" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "fda40fcd-68cf-4111-ae38-5e14d579a55b", - "metadata": {}, - "outputs": [], - "source": [ - "DataFrame(\"us_population\")" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "ba444745", - "metadata": {}, - "outputs": [], - "source": [ - "us_pop = DataFrame(\"us_population\")\n", - "\n", - "population_data = us_states_shapes.join(\n", - " us_pop,\n", - " on = us_pop.state_name == us_states_shapes.state_name,\n", - " lprefix = \"us\",\n", - " rprefix = \"t2\"\n", - ")\n", - "population_data = population_data.select([\"us_state_name\", \"state_shape\", \"population_year\", \"population\"])" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "e346a52c", - "metadata": {}, - "outputs": [], - "source": [ - "# Generate the geometry plot to show the density of population across the US states in year 1990.\n", - "population_data_1990 = population_data[population_data.population_year == 1990]" + "population_data = us_states_shapes.join(us_population,\n", + " on=us_population.state_name == us_states_shapes.state_name,\n", + " lsuffix=\"us\",\n", + " rsuffix=\"t2\")\n", + "population_data_1990 = population_data[population_data.population_year == 1990]\n", + "population_data_1990" ] }, { @@ -530,10 +516,10 @@ "id": "e2819e18", "metadata": {}, "source": [ - "
      \n", - "
    • In the Chart Tab, set X to \"population_year\" and Series Y[0] to \"population\".
      • \n", - "
    • In the Format Tab, set Title to \"Population Density across the US in 1990\", set Heading to “Map Plot Example”, set Color Map to \"rainbow\", and Width to 800.
      • \n", - "
    • In the Range Tab, set Reverse Y Ticks to True.
      • " + "\n", + "- In the _Chart Tab_, set **X** to \"population_year\" and **Series[0]** to \"population\".\n", + "- In the _Format Tab_, set **Title** to \"Population Density across the US in 1990\", set **Heading** to “Map Plot Example”, set **Color Map** to \"rainbow\", and **Width** to 800.\n", + "- In the _Range Tab_, set **Reverse Y Ticks** to True." ] }, { @@ -543,16 +529,17 @@ "metadata": {}, "outputs": [], "source": [ + "from teradatamlwidgets import plot\n", + "\n", "plot7 = plot.Ui(\n", - " df = population_data_1990,\n", - " current_plot = \"Geom\",\n", - " series = 'population',\n", - " title = 'Population Density across the US in 1990',\n", - " reverse_yaxis = True,\n", - " cmap = 'rainbow',\n", - " width = '800',\n", - " heading = 'Map Plot Example'\n", - ")" + " df=population_data_1990,\n", + " current_plot=\"Geom\", \n", + " series='population', \n", + " title='Population Density across the US in 1990',\n", + " reverse_yaxis= True,\n", + " cmap='rainbow',\n", + " width='800',\n", + " heading='Map Plot Example')" ] }, { @@ -560,8 +547,9 @@ "id": "ca39fe90", "metadata": {}, "source": [ - "
      \n", - "10. Subplot" + "
      \n", + "\n", + "## Subplot" ] }, { @@ -569,9 +557,9 @@ "id": "f72f34ac", "metadata": {}, "source": [ - "

      Below is the code to have subplots i.e. show multiple plots together. This is a way of showing the plots created previously. It uses the function .ShowPlots() to do this.

      \n", + "Below is the code to have subplots i.e. show multiple plots together. This is a way of showing the plots created previously. It uses the function .ShowPlots() to do this.\n", "\n", - "

      ShowPlots takes in the plots wanting to be displayed in a list, and then has nrows for how many rows and ncols for how many columns. It also has a grid parameter which lets you specify which positioning you desire for the plots.

      " + "ShowPlots takes in the plots wanting to be displayed in a list, and then has nrows for how many rows and ncols for how many columns. It also has a grid parameter which lets you specify which positioning you desire for the plots." ] }, { @@ -581,7 +569,8 @@ "metadata": {}, "outputs": [], "source": [ - "plot.ShowPlots([plot1, plot2, plot3], nrows = 1, ncols = 3)" + "from teradatamlwidgets import plot\n", + "plot.ShowPlots([plot1, plot2, plot3], nrows=1, ncols=3)" ] }, { @@ -596,102 +585,14 @@ }, { "cell_type": "markdown", - "id": "8769f01f-8a07-4974-86c9-19f789ec95ce", - "metadata": {}, - "source": [ - "
      " - ] - }, - { - "cell_type": "markdown", - "id": "1dc12859-ce62-4212-a0c0-47cd4cadfd6f", - "metadata": {}, - "source": [ - "
      \n", - "Class: plot.Ui\n", - "

      \n", - "\n", - "Constructor\n", - "\n", - "

      Description: Opens the Plot UI dialog in the notebook with the following arguments:

      \n", - "\n", - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
      ArgumentTypeRequiredDescriptionExample
      table_nameStringMandatory (IF df argument not specified)An input table name to use for plotting.Ui(table_name = \"titanic\")
      dfteradataml.DataFrameMandatory (IF table_name argument not specified)An input teradataml dataframe to use for plotting.Ui(df = DataFrame(\"titanic\"))
      current_plotStringOptionalIf you want a chart type pre-selected.Ui(table_name = \"titanic\", current_plot = \"Bar\")
      all other parameter argumentsOptionalIf you want any other parameters pre-selected, see their argument name in the description.Ui(table_name = \"titanic\", current_plot = \"Bar\", style='green')
      \n", - "
      " - ] - }, - { - "cell_type": "markdown", - "id": "077cb893-f295-48ad-a05d-e9691a6b65c6", - "metadata": {}, - "source": [ - "
      \n", - "10. Cleanup" - ] - }, - { - "cell_type": "markdown", - "id": "97354abb-c48e-4cfd-95ff-4c05321751af", - "metadata": {}, - "source": [ - "

      Clear the context used by teradataml.

      " - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "28e8218e-6732-4654-9ba1-a3399165e0e4", - "metadata": {}, - "outputs": [], - "source": [ - "remove_context()" - ] - }, - { - "cell_type": "markdown", - "id": "9858716a-94f3-453b-b108-693e4ca3631f", + "id": "5211a7e5-3ce7-49ed-be9f-87542808a90b", "metadata": {}, "source": [ "
      \n", "
      ClearScape Analytics™
      \n", "
      \n", "
      \n", - " Copyright © Teradata Corporation - 2024, 2025. All Rights Reserved\n", + " Copyright © Teradata Corporation - 2025. All Rights Reserved\n", "
      \n", "
      \n", "
      " @@ -714,7 +615,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.10" + "version": "3.12.11" } }, "nbformat": 4, diff --git a/Getting_Started/Teradataml_Widgets/Script_Tutorial.ipynb b/Getting_Started/Teradataml_Widgets/Script_Tutorial.ipynb new file mode 100644 index 00000000..98acba31 --- /dev/null +++ b/Getting_Started/Teradataml_Widgets/Script_Tutorial.ipynb @@ -0,0 +1,279 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "c5f93b60", + "metadata": {}, + "source": [ + "
      \n", + "

      \n", + " SCRIPT Tutorial\n", + "
      \n", + " \"Teradata\"\n", + "

      \n", + "
      " + ] + }, + { + "cell_type": "markdown", + "id": "6a011d3f", + "metadata": {}, + "source": [ + "----------------------\n", + "##### For ClearScape:\n", + "

      Install/update packages - Do this the first time running this (or Tutorial) Notebook ONLY.

      \n", + "

      NOTE: You will have to SHUTDOWN (file->shutdown) and reopen to run Demo.

      " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "4cd01e2e", + "metadata": {}, + "outputs": [], + "source": [ + "#pip install teradatamlwidgets" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "2ca12836", + "metadata": {}, + "outputs": [], + "source": [ + "#from teradataml import create_context, get_context, remove_context\n", + "#%run -i UseCases/startup.ipynb\n", + "#eng = create_context(host = 'host.docker.internal', username='demo_user', password = password)\n", + "#print(eng)" + ] + }, + { + "cell_type": "markdown", + "id": "175ba860", + "metadata": {}, + "source": [ + "---------------------" + ] + }, + { + "cell_type": "markdown", + "id": "801b06ad", + "metadata": {}, + "source": [ + "### After running the notebook\n", + "\n", + "After running the notebook cell below, a login screen shows. This login screen has a place for the Host, Username , Password and Default Database.\n", + "\n", + "Once you type in this information, click Login." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "6eb48ee4", + "metadata": {}, + "outputs": [], + "source": [ + "from teradatamlwidgets import login\n", + "\n", + "ui = login.Ui()" + ] + }, + { + "cell_type": "markdown", + "id": "49aeefb3", + "metadata": {}, + "source": [ + "### Set your default database" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "f4f44179", + "metadata": {}, + "outputs": [], + "source": [ + "default_database = \"myDB\"" + ] + }, + { + "cell_type": "markdown", + "id": "84f2ea00", + "metadata": {}, + "source": [ + "## Setting up the data\n", + "\n", + "### Load Data and DataFrame Objects\n", + "\n", + "In this example we will load some tables using teradataml. As we have already logged in, we can call teradataml to read a CSV file and create a SQL table:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "d9e67adf", + "metadata": {}, + "outputs": [], + "source": [ + "from teradataml import *\n", + "import pandas as pd\n", + "\n", + "df = pd.read_csv(\"data/ADS_Final_Test.csv\")\n", + "copy_to_sql(df, \"ADS_Final_Test\")\n", + "\n", + "# Open python script and update based on default database name\n", + "with open(\"data/script_example.py\") as f:\n", + " newText=f.read().replace('', default_database)\n", + "with open(\"ex1pScoViaDSS.py\", \"w\") as f:\n", + " f.write(newText)" + ] + }, + { + "cell_type": "markdown", + "id": "c6d3bcd8", + "metadata": {}, + "source": [ + "## Example: Uploading Files\n", + "\n", + "Run the cell and in the UI do the following:\n", + "\n", + "1. Go to Files \n", + "2. Set ID to ex1pScoViaDSS and Name to ex1pScoViaDSS.py and turn off Binary, Turn on Replace and Click Install\n", + "3. Set ID to ex1pModForDSS and Name to ex1pModForDSS.out and turn on Binary, Turn on Replace and Click Install" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "5983a946", + "metadata": {}, + "outputs": [], + "source": [ + "from teradatamlwidgets import script\n", + "\n", + "ui = script.Ui(\n", + " files_local_path='.', \n", + " script_command='echo upload')" + ] + }, + { + "cell_type": "markdown", + "id": "91ce2fb0", + "metadata": {}, + "source": [ + "## Execute\n", + "\n", + "Run the cell and in the UI do the following:\n", + "\n", + "1. Type in Script Command: tdpython3 ./'+default_database+'/ex1pScoViaDSS.py\n", + "2. Go to Output Tab and enter:\n", + " * Cust_ID and INTEGER and Add\n", + " * Prob_0 and FLOAT and Add\n", + " * Prob_1 and FLOAT and Add\n", + " * Actual_Value and INTEGER and Add \n", + "3. Press Execute" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "c77318af", + "metadata": {}, + "outputs": [], + "source": [ + "from teradatasqlalchemy import (CHAR, VARCHAR, CLOB, INTEGER, FLOAT)\n", + "from teradataml import *\n", + "\n", + "ui = script.Ui(\n", + " data=DataFrame('ADS_Final_Test'),\n", + " script_name='execute',\n", + " files_local_path='.', \n", + " script_command='tdpython3 ./'+default_database+'/ex1pScoViaDSS.py',\n", + " search_path=\"myDB\",\n", + " returns={\"Cust_ID\": INTEGER(), \"Prob_0\": FLOAT(), \"Prob_1\": FLOAT(), \"Actual_Value\": INTEGER()})" + ] + }, + { + "cell_type": "markdown", + "id": "43408fdd", + "metadata": {}, + "source": [ + "### Get the output\n", + "Execute the following cell to see the output dataframe" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "51c19947", + "metadata": {}, + "outputs": [], + "source": [ + "ui.get_output_dataframe()" + ] + }, + { + "cell_type": "markdown", + "id": "c5bd35c1", + "metadata": {}, + "source": [ + "### Example: Removing Files\n", + "Run the cell and in the UI do the following:\n", + "\n", + "1. Go to Files \n", + "2. Set ID to ex1pScoViaDSS turn off Binary, Turn on Force and Click Remove\n", + "3. Set ID to ex1pModForDSS and turn on Binary, Turn on Force and Click Remove" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "f6a602a9", + "metadata": {}, + "outputs": [], + "source": [ + "ui = script.Ui(\n", + " files_local_path='.', \n", + " script_command='echo remove')" + ] + }, + { + "cell_type": "markdown", + "id": "2c62a867-5426-4148-84d6-2e9e80fbccdb", + "metadata": {}, + "source": [ + "
      \n", + "
      ClearScape Analytics™
      \n", + "
      \n", + "
      \n", + " Copyright © Teradata Corporation - 2025. All Rights Reserved\n", + "
      \n", + "
      \n", + "
      " + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.11" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/Getting_Started/Teradataml_Widgets/Tutorial.ipynb b/Getting_Started/Teradataml_Widgets/Tutorial.ipynb index bcd4602a..3d05b66a 100644 --- a/Getting_Started/Teradataml_Widgets/Tutorial.ipynb +++ b/Getting_Started/Teradataml_Widgets/Tutorial.ipynb @@ -2,196 +2,240 @@ "cells": [ { "cell_type": "markdown", - "id": "bcd75fce-45ce-4a11-8988-262df0fcc2b5", + "id": "a8a3245e", "metadata": {}, "source": [ "
      \n", "

      \n", - " Teradataml Widgets\n", + " Teradataml Widgets Analytic Functions\n", "
      \n", - " \"Teradata\"\n", + " \"Teradata\"\n", "

      \n", "
      " ] }, { "cell_type": "markdown", - "id": "98117d5a-0537-444e-8907-c5a4af4ef696", + "id": "185f9c94", "metadata": {}, "source": [ - "

      Introduction

      \n", + "

      Introduction

      \n", "\n", - "

      The Teradataml Widgets (teradatamlwidgets) enhances teradataml’s built-in interaction capabilities with the Teradata Vantage™ Data and Analytics Platform. This provides visual components for scaled, in-Database Analytics with data that you keep in the Teradata Vantage Analytics Database within a notebook.

      \n", + "

      The Teradataml Widgets (teradatamlwidgets) enhances teradataml’s built-in interaction capabilities with the Teradata Vantage™ Data and Analytics Platform. This provides visual components for scaled, in-Database Analytics with data that you keep in the Teradata Vantage Analytics Database within a notebook.

      \n", "\n", - "

      With these components, in a notebook you will be able to:

      \n", + "

      With these components, in this notebook you will be able to:

      \n", "\n", - "
        \n", + "
          \n", "
        • Access and execute analytic functions that reside in the Teradata Vantage Analytics Database. The functions are comprised by the following sets:
          • \n", - "
            \n", + "
              \n", "
            • A select subset of the Analytics Database analytic functions.
              • \n", "
            • The entire Vantage Analytics Library (VAL) functions set.
              • \n", "
            • The Unbounded Array Framework (UAF) time series functions.
              • \n", + "
            • AutoML.
              • \n", "
            \n", "
          " ] }, { "cell_type": "markdown", - "id": "95bdeda0-8d33-40fd-98d7-acd99c634b8c", + "id": "a73ce9a5", "metadata": {}, "source": [ - "
          \n", - "

          Installing some dependencies" + "

          \n", + "\n", + "##### For ClearScape:\n", + "

          Install/update packages - Do this the first time running this (or Tutorial) Notebook ONLY.

          \n", + "

          NOTE: You will have to SHUTDOWN (file->shutdown) and reopen to run Demo.

          " ] }, { "cell_type": "code", "execution_count": null, - "id": "b2670801-d2e1-4f98-b5bd-650a266e2e15", + "id": "faa4297d", "metadata": {}, "outputs": [], "source": [ - "# !pip install teradatamlwidgets ipywidgets --quiet" + "#pip install teradatamlwidgets" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "5cc3b253", + "metadata": {}, + "outputs": [], + "source": [ + "#from teradataml import create_context, get_context, remove_context\n", + "#%run -i ../../UseCases/startup.ipynb\n", + "#eng = create_context(host = 'host.docker.internal', username='demo_user', password = password)\n", + "#print(eng)" + ] + }, + { + "cell_type": "markdown", + "id": "a6505f46", + "metadata": {}, + "source": [ + "
          " ] }, { "cell_type": "markdown", - "id": "af64a23a-92b9-48f1-8778-5867c2ea4584", + "id": "4203bda2", "metadata": {}, "source": [ - "
          \n", - "

          Note: The above statements may need to be uncommented if you run the notebooks on a platform other than ClearScape Analytics Experience that does not have the libraries installed. If you uncomment those installs, be sure to restart the kernel after executing those lines to bring the installed libraries into memory. The simplest way to restart the Kernel is by typing zero zero: 0 0

          \n", - "
          " + "#### Code Explanation\n", + "Below is the basic set up of the notebook with just the mandatory parameters for analytic_functions.Ui\n", + "1. Import the notebook using the code : \n", + "\n", + "`from teradatamlwidgets import analytic_functions`\n", + "\n", + "2. Set up the inputs, this is a list with whichever input table is desired. The schema name is attached to this i.e. “dssDB.company1_stock”, dssDB is the schema and company1_stock is the table name.\n", + "\n", + "\n", + "3. Set up the output name of the function. The schema name is also attached here. This will save the output to the execution of the function to this table name chosen under the schema name. This is optional, if not specified, a name will be generated at random." ] }, { "cell_type": "markdown", - "id": "dbd9d793-337f-4c4a-a3b9-0db25a2cf47d", + "id": "7790c722", "metadata": {}, "source": [ - "

          Here, we import the required libraries, set environment variables and environment paths (if required).

          " + "#### After Running the Cell\n", + "After running the notebook cell below, a login screen shows. This login screen has a place for the Host, Username, Password, and VALIB.\n", + "\n", + "Once you type in this information, click Login. \n" ] }, { "cell_type": "code", "execution_count": null, "id": "57105370", - "metadata": { - "scrolled": true, - "tags": [] - }, + "metadata": {}, "outputs": [], "source": [ - "%load_ext autoreload\n", - "%autoreload 2\n", - "import sys\n", - "from teradataml import *\n", - "from teradatamlwidgets.analytic_functions.Ui import *" + "from teradatamlwidgets import login\n", + "\n", + "ui = login.Ui(val_location=\"VAL\")" ] }, { "cell_type": "markdown", - "id": "63ee8d25-5364-445b-8b2c-52c7d709c872", + "id": "9b9f9d5b", + "metadata": {}, + "source": [ + "### Load Tables\n", + "\n", + "In this example we will load some tables using teradataml. As we have already logged in, we can call teradataml load functions:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "de8de54e", "metadata": {}, + "outputs": [], "source": [ - "
          \n", - "1. Initiate a connection to Vantage" + "from teradataml import *\n", + " # Load the example data.\n", + "load_example_data(\"movavg\", \"ibm_stock\")\n", + "load_example_data(\"teradataml\", \"titanic\")\n" ] }, { "cell_type": "markdown", - "id": "4203bda2", - "metadata": { - "tags": [] - }, + "id": "cefe68d9", + "metadata": {}, "source": [ - "

          Below is the basic setup of the notebook with just the mandatory parameters for analytic_functions.Ui

          \n", + "
          \n", "\n", - "
            \n", - "
          1. Import the notebook using the code:
            2. \n", - " from teradatamlwidgets.analytic_functions.Ui import *\n", - "
          2. Set up the inputs, this is a list with whichever input table is desired. The schema name is attached to this i.e. “dssDB.company1_stock”, dssDB is the schema and company1_stock is the table name.
            3. \n", - "
          3. Set up the output name of the function. The schema name is also attached here. This will save the output to the execution of the function to this table name chosen under the schema name. This is optional, if not specified, a name will be generated at random.
            4. \n", - "
          " + "## Class: analytic_functions.Ui\n", + "## Constructor" ] }, { "cell_type": "markdown", - "id": "7790c722", + "id": "3c00af8c", "metadata": {}, "source": [ - "

          After running the notebook cell below, a login screen shows.

          \n", - "
            \n", - "
          • Host: host.docker.internal
            • \n", - "
          • Username: demo_user
            • \n", - "
          • Password: Enter your database password here
            • \n", - "
          • Schema: demo_user
            • \n", - "
          • VALIB: VAL
            • \n", - "
          \n", - "

          Once you type in this information, click Login. After this you will see the notebook interface, click on the bar with the down arrow to see the list of all the UAF, VAL, and SQLE functions to choose from.

          " + "| Argument | Type | Required | Description | Example |\n", + "|:--------:|:--------:|:--------:|:--------:|:--------:|\n", + "| outputs | List String | Optional | A list with output table(s) name. For however many tables the function outputs, it requires that many names to assign to each output table name. It can be written _table_name_ or _schema_name.table_name_ (schema is optional). If not specified, a name will be generated at random. | outputs = [“dssDB”.”my_output”, ”my_test”] |\n", + "| inputs | List String | Mandatory | Option 1: A list with whichever input table(s) is desired. The tables that are listed will be the options for you to choose from when you choose the function. Written as _table_name_ or _schema_name.table_name_ (schema is optional) Option 2: A teradataml dataframe.| inputs = [“dssDB”.”company1_stock”, ”titanic”] OR inputs = [DataFrame(“company1_stock”)] |\n", + "| function | String | Optional | If a specific function is desired to be selected immediately when the UI shows up, then include the function name. | function=\"Linear Regression VAL\" |\n", + "| export_settings | String | Optional | In order to load and save your chosen parameters to a file, then set this filename export_settings. | export_settings=\"MyLinReg.json\"|" ] }, { - "cell_type": "code", - "execution_count": null, - "id": "d2308833-0503-479e-b744-5bb0de1ffcae", + "cell_type": "markdown", + "id": "521b8d2e", "metadata": {}, - "outputs": [], "source": [ - "inputs = [\"ibm_stock\", \"titanic\"]\n", - "outputs = [\"output_table\"]\n", - "ui = Ui(\n", - " outputs = outputs,\n", - " inputs = inputs\n", - ")" + "
          \n", + "\n", + "### Notebook Toolbar Button Functionality" ] }, { "cell_type": "markdown", - "id": "9b9f9d5b", + "id": "b7adbe79", "metadata": {}, "source": [ - "
          \n", - "2. Load Tables\n", + "#### Execute: \n", + "Click this button once you are ready to execute the function after choosing the appropriate desired values for the parameters. It will display as a table with the first couple of rows.\n", + "\n", + "\n", + "#### Query: \n", + "Click this button if you want to see the query created based on the parameters chosen for the function before you execute the query.\n", + " \n", + "\n", + "#### Reset: \n", + "Click this button if you want to reset the function to the defaults i.e. remove the values you have chosen and restart from scratch.\n", "\n", - "

          In this example we will load some tables using teradataml. As we have already logged in, we can call teradataml load functions:

          " + "#### Log Out: \n", + "Click this button if you want to log out, which will take you to the login dialog.\n", + "\n", + "\n", + "#### OPTIONAL: Load and Save\n", + "The buttons Load and Save will only show if the 'export_settings' is included in the constructor of analytic_functions.Ui\n", + "\n", + "If this is your first time using this file then once all the values are entered as desired, then click the “Save” button to save the choices out to that specified file name.\n", + "\n", + "This way, when you rerun the cell (and include the export_settings filename) then the values saved will automatically come up when the cell is run.\n", + "\n", + "If you then make changes on top of this file, and you want to revert back to the original values saved to the file, then click the “Load” button. \n", + "\n", + "If you make changes on top of this file and want to now save it to the new values chosen, then click the “Save” button which will rewrite the contents inside the file to the new chosen values." ] }, { - "cell_type": "code", - "execution_count": null, - "id": "de8de54e", + "cell_type": "markdown", + "id": "1d230bf1", "metadata": {}, - "outputs": [], "source": [ - "# Load the example data.\n", - "load_example_data(\"movavg\", \"ibm_stock\")\n", - "load_example_data(\"teradataml\", \"titanic\")" + "
          \n", + "\n", + "## Method : get_output_dataframe" ] }, { "cell_type": "markdown", - "id": "6c2c6c7c-bbfb-46cf-a171-9ba178d14e41", - "metadata": {}, - "source": [ - "
          \n", - "
          \n", - "

          Notebook Toolbar Button Functionality

          \n", - "\n", - "
            \n", - "
          • Execute: Click this button once you are ready to execute the function after choosing the appropriate desired values for the parameters. It will display as a table with the first couple of rows.
            • \n", - "
          • Query: Click this button if you want to see the query created based on the parameters chosen for the function before you execute the query.
            • \n", - "
          • Reset: Click this button if you want to reset the function to the defaults i.e. remove the values you have chosen and restart from scratch.
            • \n", - "
          • Log Out: Click this button if you want to log out, which will take you to the login dialog.
            • \n", - "
          • OPTIONAL: Load and Save
            • \n", - "
              \n", - "
            • The buttons Load and Save will only show if the 'export_settings' is included in the constructor of analytic_functions.Ui.
              • \n", - "
            • If this is your first time using this file, then once all the values are entered as desired, click the “Save” button to save the choices out to that specified file name. This way, when you re-run the cell (and include the export_settings filename), the saved values will automatically appear when the cell is run.
              • \n", - "
            • If you then make changes on top of this file, and you want to revert back to the original values saved to the file, click the “Load” button.
              • \n", - "
            • If you make changes on top of this file and want to save it to the new chosen values, click the “Save” button, which will rewrite the contents inside the file to the new chosen values.
              • \n", - "
            \n", - "
          \n", - "
          " + "id": "90904115", + "metadata": {}, + "source": [ + "| Argument | Type | Required | Description | Example |\n", + "|:--------:|:--------:|:--------:|:--------:|:--------:|\n", + "| output_index | Int | Optional (Default: 0) | Use this function to get the full output result table. | dataframe = ui.get_output_dataframe()" + ] + }, + { + "cell_type": "markdown", + "id": "e615b138", + "metadata": {}, + "source": [ + "#### Return Value: Type: teradataml.DataFrame. Returns the output of the function as a teradataml DataFrame.\n", + "\n", + "See example of this below in \"Output Dataframe\"" ] }, { @@ -199,8 +243,9 @@ "id": "a5f35691", "metadata": {}, "source": [ - "
          \n", - "3. Moving Average" + "
          \n", + "\n", + "## SQLE Example : Moving Average" ] }, { @@ -208,14 +253,11 @@ "id": "995f705b", "metadata": {}, "source": [ - "

          For the function “MovingAverage”:

          \n", + "For the function “MovingAverage”, set the parameters for the function to the following in this example:\n", + "- In the _Required Tab_, the **Table** is “ibm_stock”, Data Partition option is not used because Data By and Order By have no values.\n", "\n", - "
            \n", - "
          • In the Required Tab, the Table is “ibm_stock”, Data Partition option is not used because Data By and Order By have no values.
            • \n", - "
          • In the Optional Tab, TargetColumns is set to Blank, IncludeFirst is set to False, Alpha is set to 0.1, StartRows is set to 2, WindowSize is set to 10, and MavgType is set to “C”.
            • \n", - "
          \n", "\n", - "

          Click Execute button to see the output.

          " + "- In the _Optional Tab_, **TargetColumns** is set to “stockprice”, **IncludeFirst** is True, Alpha is 0.22, **StartRows** is 3, **WindowSize** is 11, and **MavgType** is “M”." ] }, { @@ -225,37 +267,39 @@ "metadata": {}, "outputs": [], "source": [ - "inputs = [\"ibm_stock\"]\n", - "outputs = [\"MovingAverage_Output\"]\n", - "ui = Ui(\n", - " function = 'MovingAverage',\n", - " outputs = outputs,\n", - " inputs = inputs\n", - ")" + "from teradatamlwidgets import analytic_functions\n", + "\n", + "inputs = ['ibm_stock']\n", + "outputs = ['Project_OutMovingAverageTest']\n", + "ui = analytic_functions.Ui(function= 'MovingAverage',\n", + " outputs=outputs, \n", + " inputs=inputs)\n" ] }, { "cell_type": "markdown", - "id": "9bdbcd2b", + "id": "08a4b761", "metadata": {}, "source": [ - "
          \n", - "4. Moving Average with parameters from a file" + "As explained in OPTIONAL: Load and Save section above, if the export_settings is set to a json, it will automatically load the parameters that are set in that JSON. You can then modify the parameters if needed and click Save button which will update the JSON accordingly.\n", + "\n", + "In this example notice there is \"export_settings\" added in the constructor of analytic_functions.UI, this way you simply have to run the cell and the parameters will already be set.\n", + "\n", + "The parameters this time are already set to the following below:\n", + "- In the _Required Tab_, the **Table** is “ibm_stock”, Data Partition option is not used because Data By and Order By have no values.\n", + "\n", + "\n", + "- In the _Optional Tab_, **TargetColumns** is set to “stockprice”, **IncludeFirst** is True, **Alpha** is 0.22, **StartRows** is 3, **WindowSize** is 11, and **MavgType** is “M”." ] }, { "cell_type": "markdown", - "id": "bca7cd38-c303-462a-be35-c63f6d747ef5", + "id": "9bdbcd2b", "metadata": {}, "source": [ - "

          As explained in OPTIONAL: Load and Save section above, if the export_settings is set to a json, it will automatically load the parameters that are set in that JSON. You can then modify the parameters if needed and click Save button which will update the JSON accordingly.

          \n", - "\n", - "

          In this example notice there is \"export_settings\" added in the constructor of analytic_functions.UI, this way you simply have to run the cell and the parameters will already be set using MovingAverage.json file.

          \n", + "
          \n", "\n", - "

          The parameters this time are already set to the following below:

          \n", - "
            \n", - "
          • In the Required Tab, the Table is “ibm_stock”, Data Partition option is not used because Data By and Order By have no values.
            • \n", - "
          • In the Optional Tab, TargetColumns is set to “stockprice”, IncludeFirst is True, Alpha is 0.22, StartRows is 3, WindowSize is 11, and MavgType is “M”.
            • " + "## SQLE Example : Moving Average with parameters from a file" ] }, { @@ -265,14 +309,24 @@ "metadata": {}, "outputs": [], "source": [ - "inputs = [\"ibm_stock\"]\n", - "outputs = [\"MovingAverage_Output_Test\"]\n", - "ui = Ui(\n", - " function = 'MovingAverage',\n", - " outputs = outputs,\n", - " inputs = inputs,\n", - " export_settings = \"MovingAverage.json\"\n", - ")" + "from teradatamlwidgets import analytic_functions\n", + "\n", + "inputs = ['ibm_stock']\n", + "outputs = ['Project_OutMovingAverageTest']\n", + "ui = analytic_functions.Ui(function= 'MovingAverage',\n", + " outputs=outputs, \n", + " inputs=inputs, \n", + " export_settings=\"data/MovingAverage.json\")\n" + ] + }, + { + "cell_type": "markdown", + "id": "de32dad3", + "metadata": {}, + "source": [ + "
            \n", + "\n", + "## Output Dataframe" ] }, { @@ -280,17 +334,14 @@ "id": "e792dcc1", "metadata": {}, "source": [ - "

            After you click Execute, you will see the resulting table. In order to view a better formatted result with access the full output table, use the command ui.get_output_dataframe()

            " + "In order to access the full output table, use the command ui.get_output_dataframe()" ] }, { "cell_type": "code", "execution_count": null, "id": "80757c77", - "metadata": { - "scrolled": true, - "tags": [] - }, + "metadata": {}, "outputs": [], "source": [ "df = ui.get_output_dataframe()\n", @@ -302,8 +353,9 @@ "id": "b725d036", "metadata": {}, "source": [ - "
            \n", - "5. Pipeline Structure" + "
            \n", + "\n", + "## Pipeline Structure" ] }, { @@ -311,7 +363,18 @@ "id": "47009045", "metadata": {}, "source": [ - "5.1 VAL Example: Linear Regression" + "## VAL Example: Linear Regression" + ] + }, + { + "cell_type": "markdown", + "id": "7d62b2aa", + "metadata": {}, + "source": [ + "The VAL examples of Linear Regression and then Linear Regression Predict demonstrates the possible pipeline structure. In other words we will create Linear Regression VAL output that will be used as an input to Linear Regression VAL Predict.\n", + "\n", + "The code below has the input, output, function name, and file name specified already.\n", + "The filename will automatically populate the function with the parameters." ] }, { @@ -319,11 +382,12 @@ "id": "66504e6c", "metadata": {}, "source": [ - "

            After running the cell, the parameters as mentioned before are already filled out.

            \n", + "After running the cell, the parameters as mentioned before are already filled out. \n", + "\n", + "- In the _Required Tab_, the input **Table** is “titanic”, the **InputColumns** are “age” and “p_class”, and **Response Column** is “fare”.\n", + "\n", "\n", - "
              \n", - "
            • In the Required Tab, the input Table is “titanic”, the InputColumns are “age” and “p_class”, and Response Column is “fare”.
              • \n", - "
            • In the Optional Tab, there are no Group By Columns selected. The Condition Index Threshold is set to 37, the Entrance Criterion and Remove Criterion is 3.84, and the Variance Proportion Threshold is 0.5.
              • " + "- In the _Optional Tab_, has no Group By Columns, and no check box selected for the parameters. The **Condition Index Threshold** is set to 37, the **Entrance Criterion** and **Remove Criterion** is 3.84, and the **Variance Proportion Threshold** is 0.5." ] }, { @@ -333,14 +397,14 @@ "metadata": {}, "outputs": [], "source": [ - "inputs = [\"demo_user.titanic\"]\n", - "outputs = [\"demo_user.LinearRegression_Output\"]\n", - "ui = Ui(\n", - " outputs = outputs,\n", - " function = \"Linear Regression VAL\",\n", - " inputs = inputs,\n", - " export_settings = \"LinReg.json\"\n", - ")" + "from teradatamlwidgets import analytic_functions\n", + "\n", + "inputs = ['titanic']\n", + "outputs = ['Project_OutLinearRegression']\n", + "ui = analytic_functions.Ui(outputs=outputs, \n", + " function=\"Linear Regression\", \n", + " inputs=inputs, \n", + " export_settings=\"data/LinReg.json\")\n" ] }, { @@ -348,7 +412,7 @@ "id": "c20c6839", "metadata": {}, "source": [ - "

              After you click Execute, you see the resulting table. This table will be used as the input to Linear Regression Predict VAL.

              " + "After you click Execute, you see the resulting table. We want to use this table as the input to Linear Regression Predict VAL." ] }, { @@ -356,8 +420,7 @@ "id": "6a22a431", "metadata": {}, "source": [ - "
              \n", - "5.2 VAL Example: Linear Regression Predict" + "## VAL Example: Linear Regression Predict" ] }, { @@ -365,15 +428,16 @@ "id": "678fc8e6", "metadata": {}, "source": [ - "

              This is step 2 of the pipeline structure.

              \n", + "This is step 2 of the pipeline structure.\n", " \n", - "

              Notice that the input is Titanic but ALSO has “demo_user. LinearRegression_Output”, this was the output table name we specified in the previous cell for Linear Regression VAL.

              \n", + "Notice that the input is Titanic but ALSO has “dssDB. Project_OutLinearRegression”, this was the output table name we specified in the previous cell for Linear Regression VAL. \n", + "\n", + "Once again, the export_settings has the saved values for the different parameters.\n", "\n", - "

              Once again, the export_settings has the saved values for the different parameters.

              \n", + "- In the _Required Tab_, has the **input_A_role** set to “titanic” and has **linear_regression table** set to “Project_OutLinearRegression” which is the output from the cell before.\n", "\n", - "
                \n", - "
              • In the Required Tab, has the input_A_role set to “titanic” and has the Table for linear_regression set to “LinearRegression_Output” which is the output from the cell before.
                • \n", - "
              • In the Optional Tab, Index Columns has “SURVIVED” selected, Response Column has “fare” selected and Accumulate has “age” and “p_class” selected.
                • " + "\n", + "- In the _Optional Tab_, has **Index Columns** set to “SURVIVED”, **Response Column** is set to “fare” and **Accumulate** is set to “age” and “p_class”." ] }, { @@ -383,13 +447,14 @@ "metadata": {}, "outputs": [], "source": [ - "inputs = [\"demo_user.titanic\", \"demo_user.LinearRegression_Output\"]\n", - "outputs = [\"demo_user.LinearRegressionPredict_Output\"]\n", - "ui2 = Ui(outputs = outputs,\n", - " function = \"Linear Regression Predict VAL\",\n", - " inputs = inputs,\n", - " export_settings = \"LinRegPredict.json\"\n", - ")" + "from teradatamlwidgets import analytic_functions\n", + "\n", + "inputs = ['titanic', 'Project_OutLinearRegression']\n", + "outputs = ['Project_OutLinearRegressionPredict']\n", + "ui2 = analytic_functions.Ui(outputs=outputs,\n", + " function=\"Linear Regression Predict\", \n", + " inputs=inputs, \n", + " export_settings=\"data/LinRegPredict.json\")" ] }, { @@ -397,100 +462,19 @@ "id": "ebc976b8", "metadata": {}, "source": [ - "

                After executing, the final resulting table of Linear Regression Predict VAL is shown, which was based on the Linear Regression VAL function we created first.

                " - ] - }, - { - "cell_type": "markdown", - "id": "a45bdbd4-227f-4791-a99b-943638f37b19", - "metadata": {}, - "source": [ - "
                " - ] - }, - { - "cell_type": "markdown", - "id": "6b2b80ef-5d88-4c90-850a-88ab1ea4de43", - "metadata": {}, - "source": [ - "
                \n", - "Class: analytic_functions.Ui\n", - "

                \n", - "\n", - "Constructor\n", - "\n", - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
                ArgumentTypeRequiredDescriptionExample
                outputsList StringOptionalA list with output table(s) name. For however many tables the function outputs, it requires that many names to assign to each output table name. It can be written as table_name or schema_name.table_name (schema is optional). If not specified, a name will be generated at random.outputs = [\"dssDB\".\"my_output\", \"my_test\"]
                inputsList StringMandatoryOption 1: A list with whichever input table(s) is desired. The tables that are listed will be the options for you to choose from when you choose the function. Written as table_name or schema_name.table_name (schema is optional). Option 2: A teradataml dataframe.inputs = [\"dssDB\".\"company1_stock\", \"titanic\"] OR inputs = [DataFrame(\"company1_stock\")]
                functionStringOptionalIf a specific function is desired to be selected immediately when the UI shows up, then include the function name.function=\"Linear Regression VAL\"
                export_settingsStringOptionalIn order to load and save your chosen parameters to a file, then set this filename export_settings.export_settings=\"MyLinReg.json\"
                \n", - "\n", - "\n", - "Method : get_output_dataframe\n", - "\n", - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
                ArgumentTypeRequiredDescriptionExample
                output_indexIntOptional (Default: 0)Use this function to get the full output result table.dataframe = ui.get_output_dataframe()
                \n", - "\n", - "

                Return Value: Type: teradataml.DataFrame. Returns the output of the function as a teradataml DataFrame.

                \n", - "
                " + "After executing, the final resulting table of Linear Regression Predict VAL is shown, which was based on the Linear Regression VAL function we created first. " ] }, { "cell_type": "markdown", - "id": "66ff20ab-7999-4146-a36b-25e2f7bb25ab", + "id": "5686d09b-cf1f-43d4-b43c-bb2be1cf1268", "metadata": {}, "source": [ "
                \n", "
                ClearScape Analytics™
                \n", "
                \n", "
                \n", - " Copyright © Teradata Corporation - 2024. All Rights Reserved\n", + " Copyright © Teradata Corporation - 2025. All Rights Reserved\n", "
                \n", "
                \n", "
                " @@ -513,7 +497,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.10" + "version": "3.12.11" } }, "nbformat": 4, diff --git a/Getting_Started/Teradataml_Widgets/Vector_Store_UI.ipynb b/Getting_Started/Teradataml_Widgets/Vector_Store_UI.ipynb new file mode 100644 index 00000000..6163e595 --- /dev/null +++ b/Getting_Started/Teradataml_Widgets/Vector_Store_UI.ipynb @@ -0,0 +1,326 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "5b57fa80-6278-47d4-bcf3-f6c24320204a", + "metadata": {}, + "source": [ + "
                \n", + "

                \n", + " Teradataml Widgets Vector Store\n", + "
                \n", + " \"Teradata\"\n", + "

                \n", + "
                " + ] + }, + { + "cell_type": "markdown", + "id": "dc9ef2e1-5391-4f84-ae4e-8ded277be2cd", + "metadata": {}, + "source": [ + "

                Introduction

                \n", + "\n", + "

                The Vector Store UI allows the user to take a non-code approach to creating and managing vector tables in the Vector Store, allowing for a simple way to ask questions and understand the vector table, all within a notebook.

                \n", + "\n", + "\n", + "\n", + "

                There are two panes. The left pane has the list of the vector tables available in the chosen Vector Store.

                \n", + "\n", + "\n", + "
                  \n", + "
                • Left Pane Menu Buttons:
                  • \n", + "
                    \n", + "
                  • Create - Opens in right pane
                    • \n", + "
                  • Refresh
                    • \n", + "
                  • Use - Opens in right pane (details below)
                    • \n", + "
                  • Health
                    • \n", + "
                  • Destroy
                    • \n", + "
                  \n", + "
                \n", + "\n", + "

                The right pane is populated when user chooses to create a new vector table or when they choose to select one vector table to use.\n", + "This populates tabs on the right pane, allowing users to have multiple vector table tabs open.

                \n", + "\n", + "
                  \n", + "
                • Right Pane Use Menu Buttons: \n", + "
                    \n", + "
                  • Ask
                    • \n", + "
                  • Details
                    • \n", + "
                  • Authenticate
                    • \n", + "
                  • Update
                    • \n", + "
                  • Close Tab
                    • \n", + "
                  \n", + "
                \n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "acb6bc4a-a694-4b96-8e54-87442689ac9c", + "metadata": {}, + "outputs": [], + "source": [ + "from getpass import getpass\n", + "# Required imports\n", + "from teradatagenai import VSManager, VectorStore\n", + "from teradataml import create_context, set_auth_token\n", + "from getpass import getpass\n", + "import teradataml, time\n", + "from teradataml import *\n", + "from teradatamlwidgets import vector_store" + ] + }, + { + "cell_type": "markdown", + "id": "cb3a9c90-34ed-4b28-a625-1cbd1acd3cd7", + "metadata": {}, + "source": [ + "
                \n", + "Connect to Vantage\n", + "

                You will be prompted to provide the password. Enter your password, press the Enter key, then use down arrow to go to next cell. Begin running steps with Shift + Enter keys.

                " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "ca439af3-9ce9-4af8-bdad-ee07542d7e4c", + "metadata": {}, + "outputs": [], + "source": [ + "# Connect to Vantage using create_context.\n", + "hostname = getpass(prompt = 'hostname: ')\n", + "username = getpass(prompt = 'username: ')\n", + "password = getpass(prompt = 'password: ')\n", + "\n", + "context=create_context(host=hostname, username=username, password=password)" + ] + }, + { + "cell_type": "markdown", + "id": "5633ece8-309e-4d33-a908-640b8361cf26", + "metadata": {}, + "source": [ + "#### Authenticate using username password" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "906e456e-5959-449d-b368-9d64878dafd3", + "metadata": {}, + "outputs": [], + "source": [ + "base_url = getpass(prompt = 'base url: ')\n", + "username = getpass(prompt = 'username: ')\n", + "password = getpass(prompt = 'password: ')\n", + "set_auth_token(base_url=base_url, username=username, password=password)" + ] + }, + { + "cell_type": "markdown", + "id": "9016cf6e-1034-4b97-959d-d4ea3bb1c0fd", + "metadata": {}, + "source": [ + "#### Authenticate using keyclock JWT" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "691b7c16-0e9a-41f7-a131-264b42d6a86a", + "metadata": {}, + "outputs": [], + "source": [ + "base_url = getpass(prompt = 'base_url: ')\n", + "auth_url = getpass(prompt = 'auth_url: ')\n", + "password = getpass(prompt = 'password: ')\n", + "set_auth_token(base_url=base_url, auth_url=auth_url, password=password)" + ] + }, + { + "cell_type": "markdown", + "id": "c456e428-7e8e-4705-9647-2e956b6a43b3", + "metadata": {}, + "source": [ + "
                \n", + " Call the Vector Store UI" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "5fdf7517-8fc6-4d61-aed8-115499cda74b", + "metadata": {}, + "outputs": [], + "source": [ + "ui = vector_store.Ui()" + ] + }, + { + "cell_type": "markdown", + "id": "d407491b-9dd8-4b74-9d75-15f1b5b27296", + "metadata": {}, + "source": [ + "### Example of Vector Store use" + ] + }, + { + "cell_type": "markdown", + "id": "91ec37c1-4d60-411a-8347-9cf162d93b7a", + "metadata": {}, + "source": [ + "This example will work through the whole UI as an example for how to use the UI.\n", + "\n", + "This assumes use of an AWS connection.\n", + "\n", + "#### For Creation:\n", + "Step 1:\n", + "\n", + "- Click the Health heart button to see health status of the Vector Store\n", + "\n", + " \n", + "Step 2:\n", + "\n", + "- Click the Add button on left panel to create new vector table\n", + "\n", + " In the Names section:\n", + " \n", + " - Set “Vector Store Name” to any name, for instance “vector_store_example”\n", + " \n", + " - Set “Object Names” to \"oaf\".\"amazon_reviews_25\"\n", + " \n", + " - In the Columns section:\n", + " \n", + " - Set “Data Columns” to rev_text\n", + "\n", + "
                \n", + "\n", + "- Click the green Create button\n", + "\n", + "- Click the information icon to the right of the Create button to see the status of the vector table, which should show as READY\n", + "\n", + "Step 3:\n", + "\n", + "- Click the Refresh button to see the new vector table in list\n", + "\n", + "\n", + "Step 4:\n", + "\n", + "- Click the newly created vector table and click the Use check button\n" + ] + }, + { + "cell_type": "markdown", + "id": "0164d0dd-5e26-440e-ada5-f060a6a5296a", + "metadata": {}, + "source": [ + "#### To Use and Ask questions:\n", + "\n", + "Example 1:\n", + "\n", + "- For the Question enter “Which book are all the reviews talking about?”\n", + "\n", + "- Click check box for Similarity Search \n", + "\n", + "- Click green Run button\n", + "\n", + "\n", + "Example 2:\n", + "\n", + "- For the Question enter 'Did any one feel this is a thin book?'\n", + "\n", + "- For the Prompt enter 'Format the response in a conversational way.'\n", + "\n", + "- Click check box for Prepare Response (both Similarity Search and Prepare Response should be selected)\n", + "\n", + "- Click green Run button\n" + ] + }, + { + "cell_type": "markdown", + "id": "3269bce1-0fea-4021-b950-29fd2b038686", + "metadata": {}, + "source": [ + "Step 5: \n", + "\n", + "- Click the Details button to see details of vector table\n", + "\n", + "Step 6: \n", + "\n", + "- Click Update button\n", + "\n", + " - Add Description as anything, for instance “This is an example for teradatamlwidgets Vector Store”\n", + "
                \n", + "- Click the green Update button " + ] + }, + { + "cell_type": "markdown", + "id": "f1c2dab1-8861-4f34-a128-7f6fceb102b0", + "metadata": {}, + "source": [ + "### Access Ask dataframe output " + ] + }, + { + "cell_type": "markdown", + "id": "8e7b59b2-02e0-46bb-bade-9732f981da67", + "metadata": {}, + "source": [ + "To access the output dataframe from the Ask button after clicking run, use the following code.\n", + "\n", + "The Vector Table name used is required, replace vs_name with the Vector Table name.\n", + "\n", + "\n", + "Example: get_answer_dataframe(\"vector_store_example\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "a2fc23f7-03f2-4c4e-9fbe-99263df0df16", + "metadata": {}, + "outputs": [], + "source": [ + "ui.get_answer_dataframe(vs_name)" + ] + }, + { + "cell_type": "markdown", + "id": "7087f900-fe54-47aa-a792-5327c746c856", + "metadata": {}, + "source": [ + "
                \n", + "
                ClearScape Analytics™
                \n", + "
                \n", + "
                \n", + " Copyright © Teradata Corporation - 2025. All Rights Reserved\n", + "
                \n", + "
                \n", + "
                " + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.11" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/Getting_Started/Teradataml_Widgets/data/ADS_Final_Test.csv b/Getting_Started/Teradataml_Widgets/data/ADS_Final_Test.csv new file mode 100644 index 00000000..bf874376 --- /dev/null +++ b/Getting_Started/Teradataml_Widgets/data/ADS_Final_Test.csv @@ -0,0 +1,4184 @@ +cust_id,income,age,years_with_bank,nbr_children,female,resident_AZ,resident_CA,resident_IL,resident_NY,resident_TX,resident_OH,single,married,separated,acct_SV,acct_CK,acct_CC,CC_Amount,CK_Amounts,SV_Amounts,Q4_Trans,Q3_Trans,Q2_Trans,Q1_Trans +20450010,0e+00,22,4,2,1,0,0,0,0,0,0,1,0,0,1,1,0,0e+00,3.137057e+02,7.3088513e+02,9,11,4,105 +21813088,2.01526e+04,41,4,3,1,0,0,0,0,1,0,0,0,0,0,1,0,0e+00,4.26713e+02,0e+00,0,24,58,17 +13629520,7.633e+03,54,4,1,1,0,0,0,0,0,0,0,1,0,1,1,1,3.6520728e+03,2.4158574e+03,3.9857437e+01,26,27,35,24 +23172700,8.9453e+03,42,4,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0e+00,2.694836e+03,0e+00,0,0,29,70 +29993436,0e+00,18,10,0,1,0,1,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,6.467076e+03,6,5,8,7 +29977244,6.92912e+04,30,9,1,1,0,1,0,0,0,0,0,0,1,1,1,1,6.477293e+03,2.9823528e+03,5.25758e+03,32,29,33,111 +24532272,3.40038e+04,71,9,2,0,0,0,0,0,0,0,0,0,1,1,1,1,6.76643e+02,5.3802454e+02,3.9003773e+01,44,39,34,42 +19083302,1.4546e+03,80,10,1,0,0,0,0,0,0,0,0,1,0,1,1,1,8.968316e+02,2.853318e+03,1.298198e+02,9,16,76,58 +17721080,2.41124e+04,34,11,2,1,0,1,0,0,0,0,1,0,0,1,0,1,2.7257595e+03,0e+00,3.9840332e+02,26,39,31,20 +16352700,1.44759e+04,55,5,4,0,0,0,0,0,0,0,0,0,1,1,1,1,1.0308774e+03,2.887005e+03,7.4100146e+03,25,17,14,106 +25895024,8.504e+03,58,4,1,1,0,0,0,1,0,0,0,1,0,0,1,0,0e+00,2.8273793e+04,0e+00,0,0,15,84 +31339018,2.940504e+05,54,4,1,0,0,1,0,0,0,0,0,1,0,0,1,1,1.6296572e+03,1.1675484e+04,0e+00,7,8,18,115 +14989700,6.8145e+03,77,7,2,1,0,1,0,0,0,0,0,0,0,1,1,1,5.442015e+02,1.0494351e+04,3.6670148e+02,20,19,14,17 +24527214,2.79972e+04,75,3,2,0,0,0,0,0,1,0,0,1,0,1,1,0,0e+00,3.2437323e+02,8.145941e+01,5,3,3,57 +20438550,3.0843e+04,55,2,4,1,0,0,0,0,0,0,0,1,0,1,0,0,0e+00,0e+00,1.351401e+03,3,3,3,3 +17723303,4.03702e+04,51,8,4,0,0,0,0,0,0,0,0,1,0,1,1,1,1.2059976e+04,1.8848059e+04,1.3090012e+03,21,19,50,80 +16352292,5.4915e+03,49,8,4,0,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +23173516,2.31112e+04,52,8,5,0,0,1,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +23166155,1.26025e+04,61,7,1,1,0,0,0,1,0,0,0,1,0,1,1,1,1.0350479e+03,2.1521196e+03,9.535735e+01,22,21,19,115 +16358532,9.3391e+03,50,9,3,1,0,1,0,0,0,0,1,0,0,0,0,1,2.307195e+03,0e+00,0e+00,8,10,9,7 +14990987,9.0849e+03,31,10,4,0,0,0,0,0,0,0,0,0,0,1,1,1,1.1547609e+03,8.94372e+02,7.220758e+02,16,43,50,56 +20442750,1.34415e+04,91,8,2,0,0,0,0,0,0,0,0,0,0,1,1,1,2.1121825e+02,8.111115e+03,1.3173035e+02,42,15,15,13 +23174349,1.35525e+04,57,3,2,1,0,1,0,0,0,0,0,1,0,1,1,1,6.328556e+02,1.8668773e+03,1.4776959e+02,36,33,54,47 +24529050,1.240794e+05,54,2,3,0,0,0,0,0,0,0,0,0,1,1,1,1,5.20252e+02,2.4550288e+03,4.5514087e+03,25,17,14,106 +16358328,5.0978e+03,58,8,4,1,0,0,0,0,0,0,0,0,1,1,0,1,2.1898125e+03,0e+00,5.241197e+02,0,2,7,21 +19074818,9.247e+03,72,2,1,0,0,1,0,0,0,0,0,1,0,1,1,1,1.9721144e+03,4.866018e+03,1.780597e+02,36,25,25,17 +21814720,5.81594e+04,32,5,1,1,0,0,0,0,0,0,1,0,0,0,1,1,3.9379178e+02,6.545875e+03,0e+00,36,30,33,38 +27251740,1.7598e+04,27,8,0,1,0,0,0,0,0,0,0,1,0,1,1,1,4.5566777e+03,9.133124e+03,2.4508677e+03,29,35,22,125 +31344055,1.002386e+05,42,2,5,1,0,0,0,0,0,0,0,1,0,1,0,0,0e+00,0e+00,7.886e+02,7,6,3,6 +24531048,1.0656e+04,68,6,2,1,0,0,0,0,0,0,0,0,1,1,1,1,2.5971838e+02,1.8405438e+02,3.3152838e+02,11,20,26,128 +17725240,1.04494e+04,18,4,2,1,0,0,0,0,0,0,1,0,0,0,1,0,0e+00,1.2715666e+04,0e+00,0,0,6,93 +21812640,0e+00,15,3,1,1,0,1,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,9.525579e+03,18,8,3,3 +29986176,7.72574e+04,62,12,1,1,0,0,0,0,0,0,0,1,0,1,1,1,5.409808e+02,3.684588e+03,9.118409e+03,22,42,29,32 +29985318,1.652662e+05,63,13,0,1,0,0,1,0,0,0,0,0,0,1,0,1,1.8889924e+04,0e+00,2.6664135e+04,25,25,21,26 +24524766,1.1889e+04,73,1,2,0,0,1,0,0,0,0,0,1,0,1,1,1,5.1704236e+02,2.1700054e+03,1.4399786e+02,36,25,25,17 +14994188,3.05954e+04,26,5,4,1,0,0,0,0,1,0,0,1,0,1,1,1,2.74609e+03,1.292181e+02,6.76342e+02,19,19,13,20 +31344768,2.74114e+04,19,4,0,1,0,0,0,0,0,0,1,0,0,0,1,1,2.2148933e+03,2.0735815e+03,0e+00,122,30,29,24 +31355923,9.19793e+04,40,0,0,1,1,0,0,0,0,0,1,0,0,1,1,0,0e+00,4.5017773e+03,2.027025e+02,10,105,11,6 +17717206,0e+00,11,8,2,0,0,1,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +24538104,6.52266e+04,43,1,2,0,0,0,0,0,0,0,1,0,0,1,1,0,0e+00,5.459488e+02,3.833951e+02,10,30,80,3 +28631988,1.7432e+03,83,3,1,0,0,0,0,0,0,0,1,0,0,0,1,0,0e+00,1.40002e+03,0e+00,0,0,0,99 +24535494,4.0824e+04,66,4,2,0,0,0,0,0,0,0,1,0,0,1,1,1,2.7460553e+02,1.5521322e+03,2.1864192e+03,23,25,53,73 +23175148,1.43548e+04,39,5,2,1,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +29996780,0e+00,20,12,0,1,0,0,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,2.3437941e+04,3,3,3,3 +19076736,4.04138e+04,78,8,1,1,0,0,0,0,1,0,0,1,0,1,0,1,4.3288887e+03,0e+00,1.6380343e+03,25,16,15,19 +21805952,4.44574e+04,47,10,3,1,0,1,0,0,0,0,0,0,1,0,0,1,1.926471e+03,0e+00,0e+00,16,14,19,19 +16357512,1.23373e+04,53,3,5,1,0,0,0,0,0,0,0,1,0,1,1,1,1.451686e+03,8.664043e+03,1.4388196e+03,24,113,24,11 +24525828,1.8045e+04,37,5,2,1,0,0,0,1,0,0,0,1,0,1,1,1,1.5068716e+03,1.3537894e+03,1.5270335e+02,30,28,21,130 +20448420,5.43555e+04,46,3,2,0,0,0,0,0,0,0,1,0,0,1,1,0,0e+00,1.6212385e+03,1.6945042e+03,10,30,80,3 +17712760,7.58901e+04,45,5,6,1,0,1,0,0,0,0,0,0,0,0,1,1,3.0192932e+03,2.9395513e+03,0e+00,7,11,11,115 +14994760,2.04028e+04,40,10,2,1,0,1,0,0,0,0,1,0,0,1,0,1,1.5557667e+03,0e+00,3.3733325e+02,26,39,31,20 +17721223,4.79349e+04,55,12,2,1,0,0,0,0,0,0,0,1,0,0,1,1,3.5421807e+03,2.2006086e+04,0e+00,8,10,10,110 +19081426,1.088178e+05,58,8,2,1,0,0,0,0,0,0,0,1,0,0,1,1,1.2242957e+03,1.4568378e+04,0e+00,9,10,6,112 +31340099,1.61115e+04,77,7,0,1,0,0,0,0,1,0,0,0,1,1,0,1,7.3977966e+02,0e+00,3.0557483e+02,28,9,11,14 +17724954,2.86325e+04,40,6,3,1,0,0,0,0,0,0,0,1,0,1,1,1,3.4711484e+02,1.01653955e+03,3.0544446e+02,13,17,22,118 +28629195,9.221e+02,67,7,1,1,1,0,0,0,0,0,0,0,0,1,1,1,5.621362e+02,1.5347478e+02,7.196541e+01,33,19,17,42 +20450355,2.85615e+04,43,10,5,0,0,1,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +13626380,7.008e+03,41,1,2,1,0,1,0,0,0,0,0,0,0,0,1,0,0e+00,2.39039e+02,0e+00,18,10,19,10 +16352904,3.9448e+03,31,10,3,0,0,0,0,0,0,0,1,0,0,1,1,1,9.114964e+02,3.4957212e+03,5.680878e+02,17,19,17,18 +31352680,4.26604e+04,38,8,0,1,0,1,0,0,0,0,1,0,0,1,0,1,6.1267413e+02,0e+00,1.3927449e+02,26,39,31,20 +13627440,3.618e+03,90,10,1,1,0,0,0,0,0,0,0,1,0,1,1,1,1.2643092e+03,5.91001e+02,1.8140488e+03,32,122,32,39 +14996718,0e+00,15,7,2,1,0,1,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,3.866184e+03,6,5,8,7 +27253860,5.24e+03,22,3,0,0,0,0,0,0,0,0,1,0,0,1,1,1,1.0354166e+03,1.5542539e+04,2.0456166e+02,17,33,78,16 +25891699,1.4776e+03,23,5,0,1,0,1,0,0,0,0,1,0,0,1,0,1,1.705e+03,0e+00,4.0611014e+02,46,5,5,4 +31354106,1.25488e+04,63,3,0,0,0,1,0,0,0,0,0,0,0,0,1,1,4.5123798e+02,7.0845154e+02,0e+00,120,9,15,14 +25900040,3.5241e+03,43,10,0,1,0,1,0,0,0,0,1,0,0,1,0,1,2.255319e+03,0e+00,3.6767752e+02,26,39,31,20 +29976100,0e+00,20,5,0,0,0,0,0,1,0,0,1,0,0,1,0,0,0e+00,0e+00,5.141244e+03,6,6,11,3 +20439570,1.0512e+04,45,2,3,1,0,1,0,0,0,0,0,0,0,0,1,0,0e+00,3.39687e+02,0e+00,18,10,19,10 +16352496,3.2017e+03,32,7,3,0,0,0,0,1,0,0,1,0,0,1,1,1,5.000437e+02,5.7676215e+02,3.207445e+03,23,18,17,117 +14996146,9.2653e+03,40,6,2,1,0,0,0,0,0,1,0,1,0,1,1,0,0e+00,4.5437544e+03,6.542696e+02,0,0,43,67 +16351884,5.8687e+03,42,11,3,1,0,1,0,0,0,0,1,0,0,0,1,1,0e+00,2.2194754e+02,0e+00,20,18,19,22 +17718714,4.2978e+04,37,4,2,0,0,1,0,0,0,0,1,0,0,1,1,1,9.80864e+03,1.7172352e+04,2.4179204e+02,44,39,35,133 +29975572,9.65184e+04,46,6,0,1,0,1,0,0,0,0,0,1,0,1,1,1,2.033737e+03,3.2621475e+03,1.9614642e+03,42,74,9,10 +16354656,1.18159e+04,47,7,8,0,0,0,0,0,0,0,0,0,1,0,1,1,1.4268948e+04,6.104938e+03,0e+00,25,29,27,127 +24536880,3.33864e+04,40,8,2,1,0,1,0,0,0,0,1,0,0,1,0,1,6.214672e+02,0e+00,1.4548138e+02,26,39,31,20 +20442300,1.93794e+05,60,7,4,0,0,0,1,0,0,0,0,0,1,0,1,1,1.157553e+04,9.021942e+04,0e+00,15,14,11,114 +25890027,2.0554e+03,33,6,2,1,0,0,0,1,0,0,0,1,0,1,1,1,1.413934e+03,9.485793e+03,1.3553899e+02,26,28,26,126 +27269480,6.678e+03,20,7,0,1,0,1,0,0,0,0,1,0,0,1,1,1,1.2473635e+03,1.1586082e+04,8.922334e+03,23,70,37,30 +16351680,7.825e+02,74,4,3,1,1,0,0,0,0,0,0,1,0,1,0,1,2.1586733e+03,0e+00,1.4895374e+03,20,30,26,24 +13625890,3.0674e+04,65,5,1,1,0,0,0,0,0,0,0,1,0,1,0,0,0e+00,0e+00,4.167242e+03,9,7,9,7 +29991192,5.10532e+04,69,9,0,0,0,1,0,0,0,0,0,0,1,1,1,1,8.723267e+03,1.413816e+03,2.0219927e+03,45,39,46,133 +28626381,2.6376e+03,32,2,3,1,0,0,0,0,0,0,0,1,0,0,1,0,0e+00,2.67444e+03,0e+00,0,0,28,71 +13630130,4.435e+03,66,6,1,1,0,0,0,1,0,0,0,1,0,0,1,1,2.923394e+03,3.1289627e+02,0e+00,19,18,127,26 +20437530,2.3295e+04,62,9,4,0,0,1,0,0,0,0,0,1,0,1,0,0,0e+00,0e+00,4.175955e+03,5,5,7,5 +24529536,8.58024e+04,56,3,2,1,0,1,0,0,0,0,1,0,0,1,1,1,3.022675e+02,4.7077374e+02,1.32559e+02,26,28,30,36 +28624911,0e+00,16,1,1,0,0,0,0,0,1,0,1,0,0,1,0,0,0e+00,0e+00,4.62256e+03,3,3,3,3 +25893922,4.0774e+03,58,4,0,1,1,0,0,0,0,0,0,1,0,1,0,0,0e+00,0e+00,4.401279e+03,9,8,13,18 +31351599,6.93749e+04,38,1,3,0,0,1,0,0,0,0,0,1,0,1,0,1,4.4633792e+02,0e+00,1.0543035e+03,19,4,3,3 +17716205,5.66566e+04,38,5,7,1,0,0,0,0,0,0,0,1,0,1,0,0,0e+00,0e+00,2.886687e+03,7,6,3,6 +20447745,7.0305e+04,64,11,2,0,0,1,0,0,0,0,0,1,0,0,1,0,0e+00,1.806138e+04,0e+00,0,0,0,99 +24537492,4.3695e+04,57,5,3,1,0,0,0,0,0,0,0,0,1,1,0,1,1.8556633e+03,0e+00,3.3894034e+02,0,2,7,21 +21809296,1.088776e+05,37,10,1,1,0,0,0,0,0,0,1,0,0,1,1,1,1.244649e+03,7.914265e+02,4.3661417e+02,16,27,27,16 +27254920,1.762e+04,35,7,2,1,0,0,0,0,0,0,0,1,0,1,1,1,4.703776e+03,5.637261e+02,6.1206313e+03,40,117,19,21 +27265360,7.1016e+04,56,8,1,1,0,0,0,0,1,0,0,1,0,1,1,1,4.7045386e+03,5.8877954e+03,8.019528e+02,13,15,13,112 +21804928,8.16062e+04,42,5,1,1,0,1,0,0,0,0,1,0,0,0,1,1,1.8803572e+02,1.2712723e+04,0e+00,13,0,0,99 +24541488,2.65842e+04,33,1,5,1,0,1,0,0,0,0,0,1,0,0,1,0,0e+00,3.3292e+02,0e+00,98,0,0,0 +19087502,0e+00,17,2,1,1,0,0,0,1,0,0,1,0,0,0,1,1,1.9409574e+03,5.25779e+02,0e+00,38,42,9,99 +27252840,1.3818e+04,54,4,2,1,0,0,0,1,0,0,0,0,1,1,1,1,4.387519e+03,8.4056665e+02,2.9166357e+02,36,24,21,120 +21810560,4.82248e+04,38,11,1,1,0,1,0,0,0,0,1,0,0,1,0,1,1.3745474e+03,0e+00,2.039851e+02,26,39,31,20 +29988948,4.3219e+04,44,11,2,0,0,1,0,0,0,0,0,1,0,0,1,0,0e+00,1.79388e+02,0e+00,1,7,12,2 +14994617,2.2957e+04,50,10,7,1,0,1,0,0,0,0,0,1,0,1,1,1,3.3348825e+02,1.0911958e+03,1.9248947e+03,29,18,19,117 +27252800,7.452e+03,71,3,0,1,1,0,0,0,0,0,0,1,0,1,0,1,9.98292e+03,0e+00,5.606578e+03,20,30,26,24 +28616490,5.0675e+03,48,8,2,1,0,0,0,0,0,0,0,1,0,1,1,1,3.3443887e+02,2.22689e+03,3.9690567e+01,11,12,14,122 +24528600,1.1151e+04,77,5,2,1,0,1,0,0,0,0,0,0,0,1,1,1,2.62694e+02,2.8311196e+03,1.2738514e+02,20,19,14,17 +23164727,2.44197e+04,59,5,0,1,0,0,0,0,1,0,0,1,0,1,1,1,8.826308e+02,2.5830522e+03,1.7818378e+02,31,34,38,45 +25897285,4.6636e+03,57,4,1,1,0,1,0,0,0,0,0,1,0,1,1,0,0e+00,1.6930187e+03,3.1431912e+02,27,35,32,17 +23178633,2.14882e+04,39,5,0,1,0,1,0,0,0,0,1,0,0,0,1,1,9.8798334e+02,3.4961702e+03,0e+00,18,110,10,10 +19075714,3.2319e+04,28,7,1,1,0,0,0,0,0,0,1,0,0,0,1,0,0e+00,8.87546e+03,0e+00,75,4,0,0 +17722731,2.39837e+04,35,12,2,0,0,0,0,0,0,1,0,1,0,0,0,1,6.597323e+03,0e+00,0e+00,8,7,8,9 +29990906,5.36096e+04,38,8,3,1,0,0,0,0,0,0,0,1,0,1,1,1,1.514636e+03,1.3757835e+04,3.6932803e+03,9,20,21,110 +14991130,1.20263e+04,20,5,2,1,0,0,0,0,0,0,1,0,0,1,1,1,3.9111087e+02,1.7801964e+03,8.035949e+01,9,20,14,113 +29980016,7.0543e+04,53,13,1,0,0,0,0,1,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +16355676,3.6208e+03,63,3,3,1,0,0,0,0,0,0,1,0,0,1,1,1,4.370633e+02,3.0046716e+03,1.1743257e+03,16,23,57,77 +17714697,0e+00,9,8,2,1,0,1,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,4.838352e+03,8,9,8,8 +25903935,7.8396e+03,39,6,3,0,0,0,0,1,0,0,0,1,0,0,1,1,1.227295e+03,2.2638598e+04,0e+00,14,9,0,99 +27253820,5.23e+04,46,7,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +28626339,2.3161e+03,47,5,1,0,0,0,0,0,0,0,1,0,0,0,1,1,6.504932e+01,3.3762466e+02,0e+00,21,13,21,18 +27264220,8.8944e+04,47,8,0,1,0,1,0,0,0,0,1,0,0,0,0,1,1.2704246e+04,0e+00,0e+00,8,10,9,7 +29978630,0e+00,19,11,0,1,0,1,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,2.1975293e+04,13,12,3,9 +16350048,0e+00,18,3,3,1,0,1,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +31337569,1.33101e+04,18,3,0,0,0,1,0,0,0,0,1,0,0,0,1,0,0e+00,2.81278e+03,0e+00,0,25,47,27 +28616448,5.0182e+03,35,5,2,0,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +20443770,2.5761e+04,86,3,2,0,0,1,0,0,0,0,0,1,0,1,1,1,1.5356345e+03,8.877528e+02,3.2596057e+02,22,13,15,115 +14987786,4.82592e+04,43,3,2,1,0,1,0,0,0,0,0,1,0,1,1,1,1.6065492e+03,4.5238726e+03,1.1844594e+03,42,74,9,10 +13630580,6.355e+03,78,8,1,0,0,0,0,1,0,0,0,1,0,0,1,0,0e+00,5.761044e+03,0e+00,0,0,12,87 +28624974,2.3612e+03,73,3,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +29976958,6.74828e+04,69,9,0,1,0,0,0,0,0,0,0,1,0,1,0,0,0e+00,0e+00,7.827146e+03,9,7,9,7 +19085178,2.09426e+04,22,1,1,0,0,0,0,1,0,0,1,0,0,0,1,1,6.43044e+02,1.264151e+04,0e+00,100,15,14,6 +28619262,2.8875e+03,20,2,1,0,0,0,1,0,0,0,1,0,0,1,1,1,1.6065573e+02,3.3823865e+03,1.9604065e+02,44,12,16,111 +28627788,7.6098e+03,42,2,1,0,0,0,0,0,0,0,1,0,0,1,1,0,0e+00,4.3648535e+02,3.5685855e+02,10,30,80,3 +17715126,2.57257e+04,35,12,2,0,0,0,0,0,0,0,1,0,0,1,1,0,0e+00,2.2237058e+03,9.9764886e+02,8,6,4,111 +19078528,6.67352e+04,55,4,1,1,0,1,0,0,0,0,1,0,0,1,1,1,4.028745e+02,5.4109106e+02,3.338617e+02,26,28,30,36 +29983932,8.0685e+04,41,11,2,0,0,1,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +21803872,4.8841e+04,28,10,1,0,0,0,0,0,0,0,1,0,0,1,1,1,2.340014e+03,4.407045e+03,3.68663e+02,17,19,17,18 +20449560,2.217e+04,93,10,2,1,0,1,0,0,0,0,0,0,0,0,1,0,0e+00,9.87048e+02,0e+00,0,0,0,99 +25893371,4.7842e+03,61,8,1,1,0,0,0,0,0,0,0,0,1,1,1,1,5.726469e+02,1.5224973e+04,2.1234338e+02,32,32,32,21 +29987804,8.02208e+04,37,7,0,0,0,0,0,0,1,0,1,0,0,0,1,1,2.272317e+03,6.322688e+03,0e+00,35,25,40,25 +17716777,6.44189e+04,49,6,3,1,0,0,0,0,0,0,0,1,0,1,1,1,1.0256616e+03,5.601089e+03,1.7864983e+03,33,16,63,56 +27266540,2.462e+04,40,2,0,1,0,1,0,0,0,0,1,0,0,1,1,1,5.655932e+03,1.100482e+04,8.351957e+02,25,27,116,9 +13628500,8.961e+03,87,7,1,0,0,0,0,0,0,0,0,0,0,1,1,1,1.5716177e+02,6.3652026e+03,1.0816659e+02,42,15,15,13 +24538266,1.030032e+05,37,5,4,0,0,0,0,0,1,0,0,1,0,1,1,1,7.826223e+01,6.9080786e+03,1.7338179e+02,29,24,29,30 +27260100,1.2288e+04,22,3,0,1,0,0,0,0,1,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +25887234,2.0332e+03,81,8,0,1,0,0,0,0,1,0,0,0,1,1,1,0,0e+00,1.4701896e+04,8.20252e+02,15,13,10,12 +13630090,9.5585e+04,54,4,2,0,0,0,0,0,0,0,0,1,0,0,1,0,0e+00,6.5758164e+04,0e+00,12,22,8,3 +16356816,1.20985e+04,61,11,5,0,0,0,1,0,0,0,0,1,0,0,0,1,2.61378e+03,0e+00,0e+00,4,14,16,12 +28612227,1.387e+03,72,2,1,0,0,1,0,0,0,0,0,1,0,1,1,1,4.7478992e+02,2.1013452e+03,1.18910484e+02,36,25,25,17 +13634740,3.339e+03,21,6,1,1,0,1,0,0,0,0,1,0,0,1,1,1,7.905825e+02,3.239012e+03,4.0009268e+03,23,70,37,30 +17724746,1.874041e+05,54,8,2,0,0,0,0,0,1,0,0,1,0,0,1,0,0e+00,5.002988e+03,0e+00,0,0,10,89 +25898938,3.4548e+03,38,5,3,1,0,1,0,0,0,0,0,1,0,0,0,1,3.1e+03,0e+00,0e+00,17,0,0,0 +13633230,5.7882e+04,40,10,1,1,0,0,0,0,0,0,1,0,0,0,1,1,6.2112583e+03,2.0005385e+04,0e+00,22,28,36,51 +27262180,1.7994e+04,23,4,2,0,0,0,0,0,1,0,0,1,0,0,1,0,0e+00,1.6015787e+04,0e+00,0,0,0,99 +23172292,3.34289e+04,48,4,1,1,0,0,0,1,0,0,0,1,0,0,1,1,2.661852e+03,8.165078e+02,0e+00,45,36,42,16 +20444565,4.656e+04,65,2,2,1,0,0,0,0,0,0,0,1,0,0,1,1,1.8976744e+03,7.7000635e+03,0e+00,21,90,12,6 +21807216,6.2634e+04,67,10,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +24535206,4.08978e+04,55,2,4,1,0,0,1,0,0,0,0,1,0,1,1,0,0e+00,3.1589026e+02,7.441514e+01,3,37,23,48 +28633395,4.1242e+03,37,4,4,1,0,1,0,0,0,0,0,0,1,1,1,0,0e+00,2.026926e+03,1.356016e+03,56,50,17,12 +20448885,1.10025e+04,33,9,3,0,0,1,0,0,0,0,0,1,0,0,0,1,2.732526e+03,0e+00,0e+00,17,15,10,13 +20440710,2.1687e+04,54,11,2,1,0,0,0,0,0,0,0,1,0,0,0,1,2.805462e+03,0e+00,0e+00,17,19,12,12 +23175369,2.26561e+04,49,5,0,0,0,0,0,1,0,0,1,0,0,1,0,1,3.9818516e+03,0e+00,1.7663339e+03,34,35,30,20 +27256020,2.497e+04,24,5,2,0,0,0,0,0,0,0,0,0,0,0,1,1,6.021961e+02,2.2019082e+03,0e+00,86,7,7,11 +29989476,2.89256e+04,53,13,0,0,0,0,0,0,0,1,1,0,0,1,1,1,2.2904218e+02,7.268609e+03,5.096935e+03,24,22,17,16 +21800688,2.010372e+05,36,9,3,0,0,0,0,1,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +16356084,4.7118e+03,67,7,3,0,0,0,0,0,1,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +16357920,3.8951e+03,41,11,3,1,0,1,0,0,0,0,1,0,0,1,0,1,8.1541437e+02,0e+00,1.6261324e+02,26,39,31,20 +16357836,0e+00,18,10,3,1,0,1,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +27261200,9.6958e+04,46,8,5,0,0,0,0,1,0,0,0,1,0,1,1,1,5.424199e+03,3.3011727e+04,2.1144275e+03,13,9,66,60 +27267560,6.3464e+04,35,7,3,0,0,1,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +25896715,2.1822e+03,75,2,0,1,0,0,0,0,0,0,0,1,0,1,1,1,9.427835e+02,2.5544434e+03,1.79226e+03,133,29,25,7 +25890616,5.8284e+03,51,6,5,0,0,1,0,0,0,0,0,0,0,0,1,1,8.875587e+02,1.9620596e+04,0e+00,16,53,30,37 +17720079,2.9484e+04,60,7,2,0,0,0,0,0,0,0,1,0,0,1,1,1,5.469569e+02,3.9449622e+03,8.849437e+03,23,25,53,73 +31339731,2.78438e+04,19,4,0,0,0,0,0,0,1,0,1,0,0,0,1,1,4.7733328e+02,2.068951e+03,0e+00,12,11,13,110 +25890597,5.5157e+03,49,6,0,0,0,0,0,0,1,0,1,0,0,0,1,1,7.435771e+03,9.2198175e+02,0e+00,15,27,57,51 +14997818,2.9084e+03,25,4,3,0,0,0,0,0,1,0,0,1,0,1,1,1,1.4691716e+03,8.311952e+02,1.3095882e+02,30,20,112,18 +23165577,2.1459e+04,78,4,0,0,0,1,0,0,0,0,0,1,0,1,0,0,0e+00,0e+00,1.4502905e+04,18,11,6,3 +20448990,3.13335e+04,28,4,2,1,0,1,0,0,0,0,0,0,1,0,1,1,1.7247231e+03,5.033045e+03,0e+00,118,12,13,7 +29980302,1.65748e+04,66,6,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +13624870,6.605e+03,72,2,1,0,0,1,0,0,0,0,0,1,0,1,1,1,2.1645156e+03,5.8509985e+03,2.3912183e+02,36,25,25,17 +19078038,0e+00,17,2,1,1,0,0,0,1,0,0,1,0,0,1,1,1,7.037313e+02,1.07432e+03,9.1655014e+01,39,37,48,10 +28612185,4.7649e+03,26,5,1,1,0,0,0,1,0,0,1,0,0,0,1,1,5.7363367e+02,1.3620895e+02,0e+00,90,50,18,13 +16355796,0e+00,18,10,3,0,0,0,1,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +25887804,5.5892e+03,38,5,3,0,0,0,0,0,0,0,0,0,0,0,1,1,1.1639762e+03,1.022441e+04,0e+00,27,13,12,12 +31345826,0e+00,15,5,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +14990844,7.48429e+04,50,10,2,0,0,0,0,0,0,0,1,0,0,1,1,1,5.985905e+03,1.365901e+04,3.7708563e+02,16,18,28,108 +29977486,1.5411e+04,82,12,0,1,0,0,0,0,1,0,0,0,1,1,0,1,5.1399287e+03,0e+00,1.51066e+03,28,9,11,14 +20443545,4.4355e+04,54,5,2,1,0,0,0,0,1,0,1,0,0,1,0,1,6.6345874e+03,0e+00,1.2273501e+04,24,13,11,11 +24535044,1.1439e+04,79,7,2,0,0,0,0,1,0,0,0,1,0,0,1,0,0e+00,2.98218e+03,0e+00,0,0,12,87 +25901712,1.3593e+03,70,7,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +25901161,3.4268e+03,41,8,2,1,0,0,0,1,0,0,0,1,0,0,1,1,1.6343596e+03,1.1738851e+04,0e+00,18,14,17,115 +21806928,5.15398e+04,55,8,2,0,0,0,0,0,0,0,0,1,0,1,1,1,8.397658e+02,3.7166998e+02,1.13485695e+02,15,22,58,66 +17717570,0e+00,10,9,2,1,0,0,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,8.72817e+02,0,0,0,0 +25889476,5.3588e+03,45,2,0,1,0,1,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,1.769826e+03,17,15,5,3 +23176185,1.6849e+04,27,2,0,0,1,0,0,0,0,0,0,1,0,0,1,0,0e+00,4.3331e+02,0e+00,0,0,61,38 +23163095,1.88491e+04,51,6,4,1,0,0,0,1,0,0,0,0,0,0,0,1,2.2327e+02,0e+00,0e+00,16,20,21,16 +19088398,1.214416e+05,58,8,1,0,0,0,0,0,0,0,0,1,0,1,1,1,7.7367866e+03,1.2195669e+04,1.6799279e+03,34,41,59,46 +25897817,3.9596e+03,47,4,1,0,0,0,0,0,0,0,0,1,0,1,1,1,1.7141908e+03,1.0863459e+04,1.1872617e+03,19,24,31,127 +21808112,5.83362e+04,64,7,1,0,0,0,0,0,1,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +23162483,2.63978e+04,70,6,0,0,0,0,0,1,0,0,0,1,0,0,0,1,6.9553e+03,0e+00,0e+00,11,6,7,14 +28632009,2.7422e+03,28,7,3,1,0,0,0,0,1,0,0,1,0,1,1,1,1.6386008e+03,1.8648e+02,1.0419892e+02,6,6,6,19 +16360080,0e+00,16,8,3,0,0,1,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +31353761,2.51137e+04,73,3,0,0,0,0,1,0,0,0,0,1,0,0,0,1,1.76467e+03,0e+00,0e+00,25,21,16,17 +14996531,3.64243e+04,57,7,2,0,0,0,0,0,0,0,0,1,0,1,1,1,2.4915356e+03,7.502304e+03,1.037748e+03,23,19,24,117 +29984504,4.04514e+04,23,8,0,0,0,1,0,0,0,0,1,0,0,1,1,0,0e+00,3.547304e+03,1.6074579e+03,12,9,8,110 +19075798,2.69948e+04,41,1,5,0,0,1,0,0,0,0,0,0,0,1,1,1,2.3768115e+02,2.5871455e+03,2.8291183e+02,49,77,6,6 +24530922,8.91954e+04,55,3,3,1,0,0,0,0,0,0,0,1,0,1,1,1,4.861761e+02,1.9272708e+03,6.081296e+02,33,16,63,56 +17713982,2.3452e+04,23,9,4,1,0,0,0,1,0,0,0,1,0,1,0,0,0e+00,0e+00,4.280413e+03,31,3,3,3 +23174944,6.8259e+03,70,6,0,1,0,0,0,1,0,0,0,1,0,0,0,1,3.119e+03,0e+00,0e+00,18,10,0,0 +28633332,2.98775e+04,55,5,1,0,0,0,0,0,1,0,0,0,1,1,1,1,2.0807178e+03,9.2966174e+02,3.3471896e+02,22,37,38,56 +25895043,0e+00,22,4,0,0,0,0,0,1,0,0,1,0,0,0,1,0,0e+00,8.46763e+02,0e+00,0,99,0,0 +14996245,4.8301e+03,68,8,2,1,1,0,0,0,0,0,0,0,0,1,1,1,1.9438787e+03,4.124782e+02,2.8906723e+02,33,19,17,42 +28623525,0e+00,15,7,1,1,0,0,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,3.82808e+03,0,0,0,26 +16352124,2.4805e+03,35,5,5,0,0,0,0,0,0,0,0,0,0,0,1,0,0e+00,9.42594e+02,0e+00,0,0,0,99 +29994536,1.680272e+05,61,11,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +23171068,1.37165e+04,29,4,0,0,0,0,0,0,1,0,0,1,0,1,1,1,5.7163696e+02,1.2347152e+03,8.1451546e+01,33,31,19,22 +31350518,7.452e+03,64,1,0,0,0,1,0,0,0,0,1,0,0,0,1,0,0e+00,4.3984e+02,0e+00,0,0,0,70 +25903384,6.442e+03,57,4,0,0,0,0,0,0,0,0,0,1,0,1,1,0,0e+00,1.4493234e+04,4.1739044e+02,8,12,7,111 +29975000,1.247576e+05,45,5,0,0,0,0,0,0,1,0,1,0,0,1,1,0,0e+00,8.609184e+03,1.3686348e+03,21,3,3,3 +29988090,2.72712e+04,65,5,0,1,0,0,0,1,0,0,0,1,0,1,1,0,0e+00,2.315376e+03,2.513309e+03,90,11,4,4 +24526764,8.89866e+04,49,7,4,1,0,0,0,0,0,0,0,1,0,0,1,1,2.8956827e+02,5.9109585e+03,0e+00,3,3,4,77 +28624932,1.4299e+03,61,1,1,1,1,0,0,0,0,0,1,0,0,1,1,0,0e+00,1.4811023e+02,1.3987874e+02,9,13,40,65 +27257200,0e+00,15,9,0,1,0,1,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,3.0342607e+04,10,11,10,9 +17718142,1.43962e+04,48,5,3,1,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +17719936,9.7435e+03,84,11,2,0,0,0,0,0,1,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +25893390,0e+00,22,4,0,1,0,0,0,0,0,0,1,0,0,1,1,1,3.8075547e+03,7.1104985e+03,4.8215143e+02,29,39,41,45 +25895594,1.231e+03,70,7,0,1,0,0,0,0,0,1,0,1,0,1,1,1,1.9847838e+03,1.0557763e+04,7.670511e+02,26,44,68,40 +17723524,4.71367e+04,41,8,4,1,0,0,0,0,0,0,0,1,0,1,1,1,1.6449569e+03,1.48608e+04,1.3895797e+03,32,24,21,131 +23162891,0e+00,18,6,0,1,0,1,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,6.76088e+02,6,10,7,3 +27253000,3.5608e+04,21,2,1,0,0,0,0,1,0,0,0,1,0,1,0,1,2.448276e+03,0e+00,1.3977278e+03,38,8,9,3 +19081874,3.03198e+04,50,10,1,1,0,0,0,0,1,0,1,0,0,1,1,1,2.1938313e+03,2.9956024e+02,2.2238258e+02,26,25,73,63 +29994492,2.64726e+04,90,10,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +29992292,1.85306e+04,43,9,0,1,0,0,0,0,0,1,0,1,0,1,1,0,0e+00,2.9212866e+03,1.1864344e+03,0,0,43,67 +31347597,1.087141e+05,54,4,1,0,0,0,0,1,0,0,0,0,0,1,1,1,2.1091377e+03,1.1857153e+03,5.600154e+02,34,114,36,24 +25891718,8.3972e+03,35,2,1,1,0,0,0,1,0,0,0,1,0,1,1,1,1.0918518e+03,2.0435018e+04,1.6171669e+02,46,73,14,13 +13626130,7.005e+03,78,8,1,1,0,0,0,0,1,0,0,0,1,1,0,1,2.7261523e+03,0e+00,8.919558e+02,28,9,11,14 +31359833,6.90345e+04,30,0,2,0,0,0,0,0,0,0,0,1,0,1,1,1,1.01451135e+03,2.6117792e+02,2.703206e+02,37,128,6,3 +17724668,7.9365e+03,22,8,3,1,0,0,0,0,0,0,0,1,0,0,1,0,0e+00,2.849585e+03,0e+00,0,0,0,99 +21812720,1.14166e+04,66,9,1,1,1,0,0,0,0,0,0,0,0,1,1,1,1.1608564e+03,4.4496933e+02,1.3994075e+02,33,19,17,42 +31353738,9.66713e+04,32,2,0,1,0,1,0,0,0,0,1,0,0,0,0,1,5.59145e+03,0e+00,0e+00,29,0,0,0 +19085584,1.268288e+05,51,1,1,0,0,1,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +28621992,1.6029e+03,54,4,1,1,0,0,0,0,0,0,0,1,0,1,1,1,1.4934739e+03,8.838955e+02,1.1910268e+01,26,27,35,24 +27258060,5.914e+04,49,5,0,1,0,0,0,0,1,0,1,0,0,1,0,1,1.1977091e+04,0e+00,2.1678713e+04,24,13,11,11 +13625640,1.4357e+04,78,8,1,1,0,0,1,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +17723810,8.71e+03,19,5,2,0,0,0,0,1,0,0,1,0,0,1,0,1,2.663623e+03,0e+00,2.8362555e+02,15,14,13,10 +24531822,0e+00,17,7,2,1,0,0,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,1.29894e+03,5,10,4,3 +29991148,2.68444e+04,84,14,0,0,0,0,0,0,0,0,0,1,0,1,1,1,6.949091e+03,4.141014e+02,1.2380048e+03,47,7,26,85 +20440935,0e+00,18,7,2,0,0,0,0,1,0,0,1,0,0,1,0,0,0e+00,0e+00,9.48378e+02,3,3,3,3 +29978542,4.32278e+04,71,10,0,0,0,0,0,1,0,0,0,1,0,1,0,1,5.9460137e+03,0e+00,8.726833e+03,52,14,14,17 +29982260,2.40526e+04,23,8,0,1,0,0,0,0,0,0,1,0,0,1,1,1,3.574679e+02,3.1302734e+03,7.517384e+01,9,20,14,113 +27249740,1.321e+04,71,3,0,0,0,1,0,0,0,0,0,1,0,1,1,1,3.4151248e+03,1.4710434e+04,8.464142e+02,36,25,25,17 +28615062,7.3074e+03,70,10,1,0,0,1,0,0,0,0,1,0,0,1,1,1,7.0449524e+02,3.1347e+03,3.982003e+03,6,10,64,96 +19087824,2.06766e+04,32,2,4,1,0,1,0,0,0,0,0,1,0,0,1,0,0e+00,3.19024e+02,0e+00,98,0,0,0 +17722666,3.35777e+04,25,11,2,1,0,0,0,0,0,0,1,0,0,0,1,1,2.5264091e+02,7.197677e+02,0e+00,39,25,26,37 +29985274,1.10484e+04,89,9,0,0,0,0,0,0,1,0,0,1,0,0,1,0,0e+00,2.658021e+03,0e+00,0,0,0,99 +23177001,2.82807e+04,63,7,0,0,0,0,1,0,0,0,1,0,0,1,1,1,1.8357891e+03,2.5802441e+03,7.293516e+02,17,20,16,141 +23173941,1.96308e+04,63,9,1,0,0,1,0,0,0,0,0,1,0,1,1,1,1.176235e+03,3.6354532e+02,2.8740338e+02,17,111,13,19 +31338650,0e+00,15,0,0,0,0,0,0,1,0,0,1,0,0,1,0,0,0e+00,0e+00,1.22744e+03,6,6,11,3 +17712838,5.70336e+04,37,4,2,1,0,1,0,0,0,0,0,1,0,1,1,1,2.778758e+03,1.313775e+04,1.0526404e+03,42,74,9,10 +23170456,1.21481e+04,73,9,0,1,0,0,0,0,1,0,1,0,0,1,1,0,0e+00,6.773125e+02,4.8306836e+02,10,5,9,100 +14997246,1.32363e+04,87,7,2,0,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +20446380,1.02135e+04,65,2,2,1,1,0,0,0,0,0,1,0,0,1,1,0,0e+00,5.134592e+02,5.997977e+02,9,13,40,65 +27267400,1.34e+04,23,4,0,0,0,0,0,1,0,0,1,0,0,1,0,1,5.6418677e+03,0e+00,4.7839893e+02,15,14,13,10 +20437650,1.62e+04,94,11,2,1,0,0,0,0,0,0,0,1,0,0,1,0,0e+00,8.728077e+03,0e+00,23,26,23,23 +23166580,1.9276e+03,66,2,0,0,0,0,0,0,0,0,0,1,0,1,1,1,1.9118041e+03,1.7107957e+03,2.6414215e+01,50,55,17,13 +28624827,7.14e+02,19,4,1,1,0,0,0,0,0,0,1,0,0,0,1,1,2.6168915e+02,2.5055313e+02,0e+00,8,6,34,83 +31354451,1.316152e+05,35,5,2,0,0,0,0,0,1,0,0,1,0,1,1,1,7.81283e+01,6.89482e+03,1.7177464e+02,29,24,29,30 +25891148,0e+00,18,7,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +20441280,7.1502e+04,59,5,2,1,0,1,0,0,0,0,1,0,0,1,1,1,7.769722e+02,1.0353528e+03,4.728285e+02,26,28,30,36 +17716348,2.42619e+04,35,12,5,0,0,0,0,0,0,0,0,1,0,1,1,0,0e+00,7.412915e+02,4.256905e+03,9,9,7,9 +13627520,4.7668e+04,55,4,1,1,0,1,0,0,0,0,1,0,0,1,1,1,5.4675824e+02,7.312365e+02,3.882479e+02,26,28,30,36 +21811456,3.44266e+04,18,6,1,1,0,0,0,1,0,0,1,0,0,1,1,1,5.5498376e+02,4.3949756e+03,1.20604836e+02,33,20,9,120 +16357104,1.4299e+03,63,3,3,1,1,0,0,0,0,0,1,0,0,1,1,0,0e+00,2.232411e+02,2.5197818e+02,9,13,40,65 +31346194,2.26504e+04,42,2,2,1,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +29980588,2.67476e+04,40,10,3,1,0,1,0,0,0,0,0,0,0,1,1,1,9.621765e+00,2.5470386e+03,3.8932486e+02,39,24,40,33 +27268580,2.6116e+04,27,8,2,1,0,0,0,0,1,0,0,1,0,1,1,1,1.1477084e+04,1.3509094e+03,7.748796e+02,6,6,6,19 +21804320,1.999166e+05,42,5,1,1,0,0,0,0,0,0,1,0,0,0,1,1,3.7544583e+03,1.0169501e+03,0e+00,6,14,10,118 +24542712,1.84392e+04,54,2,2,1,0,0,0,0,0,0,1,0,0,0,1,1,3.9313412e+02,2.116326e+03,0e+00,11,11,91,25 +13632370,5.7224e+04,36,6,3,0,0,0,0,0,1,0,0,1,0,1,1,1,1.4673038e+02,1.3241687e+04,5.1661725e+02,29,24,29,30 +24535368,8.47494e+04,45,3,3,1,0,0,0,1,0,0,0,1,0,0,1,1,2.2241035e+03,7.849347e+02,0e+00,45,36,42,16 +17723017,2.17334e+04,19,5,3,1,0,0,0,1,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +20438445,2.20665e+04,78,5,2,0,0,0,1,0,0,0,0,1,0,0,1,1,1.0928572e+03,4.1423086e+03,0e+00,17,10,0,99 +17717427,0e+00,11,10,2,1,0,0,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,3.900853e+03,5,10,4,3 +13630780,9.622e+03,47,7,2,0,0,0,0,0,0,0,0,1,0,1,1,1,2.7696326e+03,7.511662e+02,4.3480157e+02,110,32,17,16 +16361304,3.0273e+04,61,8,3,0,0,0,0,0,1,0,0,1,0,0,1,0,0e+00,1.134759e+03,0e+00,0,0,10,89 +13627190,2.3843e+04,60,10,2,1,0,0,1,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +25903954,1.18245e+04,35,2,3,1,0,0,0,1,0,0,0,1,0,1,0,0,0e+00,0e+00,2.5256416e+04,31,3,3,3 +24533532,2.23848e+04,31,8,2,0,0,1,0,0,0,0,1,0,0,0,1,1,3.7733926e+02,9.9198535e+02,0e+00,32,34,8,8 +24540264,6.52662e+04,47,5,4,1,0,0,0,0,0,0,0,1,0,1,1,1,6.5068396e+02,2.8673303e+03,4.8197827e+02,32,24,21,131 +20452395,4.5102e+04,74,7,2,0,0,0,0,0,1,0,0,1,0,1,1,1,0e+00,2.2469887e+04,5.935659e+02,0,31,36,51 +29974714,1.4531e+04,76,6,0,0,0,1,0,0,0,0,0,1,0,1,1,1,4.377132e+03,7.9818423e+03,1.5388193e+02,36,25,25,17 +28629048,8.6234e+03,56,6,2,1,0,1,0,0,0,0,0,1,0,1,1,1,1.0375577e+03,1.1201461e+03,2.2199309e+02,29,18,71,60 +13631720,9.306e+04,51,1,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +25887253,1.255e+03,76,3,0,0,0,1,0,0,0,0,0,1,0,1,1,1,1.4911108e+03,8.511121e+03,5.4837024e+02,36,25,25,17 +27269840,2.84548e+05,54,6,0,0,0,0,0,0,1,0,0,0,1,1,1,1,1.4643503e+04,6.5176963e+03,2.3685837e+03,22,37,38,56 +16353840,2.71312e+04,58,8,5,0,0,0,1,0,0,0,0,0,1,0,1,1,4.8928e+03,3.8684793e+04,0e+00,15,14,11,114 +27269600,1.6076e+04,22,3,0,1,0,0,0,0,0,0,1,0,0,0,1,0,0e+00,1.4537878e+04,0e+00,0,0,6,93 +19085542,5.50074e+04,59,9,2,1,0,0,1,0,0,0,0,0,0,1,1,1,3.1811282e+03,6.7001167e+03,1.1881127e+03,26,47,55,48 +23171680,2.75501e+04,46,2,2,0,0,0,0,1,0,0,0,1,0,1,0,1,2.417318e+03,0e+00,3.507855e+02,16,16,9,3 +21806192,2.055482e+05,57,9,1,0,0,0,0,0,0,0,0,0,1,1,1,0,0e+00,5.4258247e+03,1.193721e+03,0,0,0,123 +24537042,2.36034e+04,21,4,2,1,0,0,1,0,0,0,1,0,0,1,1,1,3.07595e+01,2.2325e+02,8.4272e+01,8,22,19,11 +24538140,1.0692e+04,30,3,3,1,0,0,0,0,0,0,0,1,0,0,1,0,0e+00,3.2877e+03,0e+00,0,39,54,6 +27260140,4.4874e+04,64,6,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +13632860,8.423e+03,39,5,1,1,0,0,0,0,0,1,0,1,0,1,1,0,0e+00,4.525189e+03,6.026888e+02,0,0,43,67 +13631230,5.6384e+04,36,3,3,0,0,0,1,0,0,0,0,0,0,0,1,1,3.8979106e+03,1.3296493e+04,0e+00,8,9,50,64 +24538014,4.38624e+04,35,3,5,1,0,0,0,0,0,0,0,1,0,1,1,1,3.3996e+02,4.3021377e+03,7.2730615e+02,9,20,21,110 +14995530,6.534e+03,30,5,3,1,0,0,0,0,0,0,0,1,0,0,1,0,0e+00,7.68007e+03,0e+00,0,39,54,6 +31337868,6.76591e+04,33,3,3,0,0,0,0,0,0,0,0,0,0,0,1,1,4.055375e+02,2.6940188e+03,0e+00,27,13,12,12 +20451045,5.6046e+04,57,4,3,1,0,0,0,0,0,1,0,0,0,1,1,1,1.14e+03,1.0770124e+04,1.7380505e+03,28,3,14,91 +14994045,1.36356e+04,62,2,2,1,0,0,0,1,0,0,0,1,0,1,1,0,0e+00,2.4693389e+03,2.0149476e+03,90,11,4,4 +31356981,0e+00,15,0,0,0,1,0,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,1.40789e+03,8,14,8,3 +23165356,0e+00,18,6,0,0,0,1,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,4.791987e+03,10,11,13,6 +23177817,7.0993e+03,49,5,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +24542136,3.76668e+04,72,0,2,0,0,0,0,1,0,0,0,0,0,1,1,0,0e+00,6.207371e+02,1.2704316e+03,31,3,51,54 +17722302,1.73121e+04,15,7,2,1,0,0,1,0,0,0,1,0,0,1,1,1,2.2212979e+03,2.1812244e+03,7.647438e+02,12,16,14,111 +28624764,7.3061e+03,53,3,3,1,0,0,0,0,0,0,0,1,0,0,1,1,2.3373914e+02,5.4774033e+03,0e+00,15,94,3,3 +20443215,1.9035e+04,60,7,2,0,1,0,0,0,0,0,0,1,0,1,1,1,1.3184928e+03,4.8129077e+02,1.3896664e+02,34,19,43,99 +27257000,1.7922e+04,86,8,0,0,0,0,0,0,0,0,0,0,0,1,1,1,4.8425235e+02,1.6447416e+04,2.3591718e+02,42,15,15,13 +16359792,3.8102e+03,31,8,3,1,0,0,0,0,0,0,1,0,0,1,1,1,5.7218304e+02,1.4237417e+03,2.4159564e+02,13,19,72,44 +14995717,2.16546e+04,66,6,2,1,0,0,0,0,0,1,0,1,0,1,1,1,4.6701714e+03,1.3285259e+03,4.252618e+02,22,18,32,129 +21808880,8.96298e+04,52,5,2,0,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +24525990,4.78764e+04,59,6,2,0,0,1,0,0,0,0,0,1,0,1,1,0,0e+00,1.0246133e+03,2.1016267e+02,11,10,8,106 +20450925,2.10165e+04,34,10,4,1,1,0,0,0,0,0,0,0,1,1,1,1,2.557336e+03,1.02898955e+04,8.993157e+01,7,19,63,52 +20445135,1.433775e+05,58,5,3,0,0,0,0,0,0,0,0,1,0,0,1,0,0e+00,8.1464664e+04,0e+00,12,22,8,3 +21813328,4.3849e+04,19,7,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0e+00,5.0515283e+02,1.1628158e+03,14,7,8,110 +16357140,2.6032e+03,63,3,3,1,0,0,0,1,0,0,0,1,0,1,1,0,0e+00,1.4189032e+03,1.0587012e+03,90,11,4,4 +17715997,3.62505e+04,30,6,2,1,0,1,0,0,0,0,1,0,0,0,0,1,1.233391e+03,0e+00,0e+00,13,17,12,0 +13632820,2.5829e+04,30,9,1,1,0,0,0,0,0,0,1,0,0,0,1,1,3.728418e+02,4.5372458e+02,0e+00,39,25,26,37 +31337546,3.5719e+04,57,7,2,0,0,1,0,0,0,0,0,1,0,1,0,0,0e+00,0e+00,1.02749e+03,5,5,7,5 +16361916,6.3143e+03,72,8,3,0,0,0,0,0,1,0,0,1,0,1,1,1,0e+00,9.701832e+03,2.4907515e+02,0,31,36,51 +29989190,1.4058e+04,46,6,0,0,0,0,0,0,0,0,0,1,0,1,1,0,0e+00,1.5366064e+03,4.8353107e+02,0,0,7,105 +29988662,0e+00,19,11,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,1.249968e+03,3,3,3,3 +16358040,0e+00,20,5,3,1,0,0,1,0,0,0,1,0,0,0,1,1,1.1268546e+03,2.5561516e+03,0e+00,17,48,51,38 +14991944,2.07801e+04,71,11,2,0,0,0,0,0,0,0,0,0,1,1,1,1,1.8346542e+03,1.7477734e+03,1.0318642e+02,44,39,34,42 +17722588,2.13486e+04,28,5,5,0,0,0,0,0,0,0,0,1,0,1,0,0,0e+00,0e+00,9.498753e+03,26,10,5,3 +13624990,3.718e+04,66,6,1,0,0,0,0,1,0,0,0,1,0,0,0,1,1.053797e+04,0e+00,0e+00,11,6,7,14 +28633290,0e+00,16,8,1,1,0,0,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,4.54882e+03,3,3,3,3 +13633920,0e+00,18,3,1,1,0,0,0,1,0,0,1,0,0,1,1,1,1.2874364e+03,3.5345881e+03,1.9913077e+02,16,11,57,72 +21815328,5.7265e+04,44,6,2,1,0,0,0,0,0,0,0,1,0,1,1,1,1.6239835e+02,5.280899e+02,1.5496828e+02,13,17,22,118 +20444115,2.75655e+04,41,8,4,1,0,0,0,0,1,0,0,1,0,1,1,0,0e+00,7.0354114e+02,1.0448827e+03,0,0,0,126 +20439810,0e+00,18,7,2,1,0,0,0,0,1,0,1,0,0,1,0,0,0e+00,0e+00,5.292777e+03,6,8,4,3 +14992230,0e+00,19,4,2,0,0,0,0,0,1,0,1,0,0,1,0,1,2.3106888e+02,0e+00,3.7931677e+03,5,3,5,12 +31342238,0e+00,15,7,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +31344032,1.280594e+05,43,3,5,0,0,0,0,0,0,0,0,1,0,0,1,1,1.7198861e+03,5.9041074e+03,0e+00,15,22,60,48 +20448195,5.7015e+04,65,2,2,0,0,0,0,0,0,1,0,1,0,1,0,1,4.0547224e+03,0e+00,5.3955646e+02,16,13,18,3 +31342951,1.00533e+05,31,1,2,1,0,0,0,1,0,0,0,0,1,0,1,1,2.7521965e+03,5.816309e+02,0e+00,69,0,26,73 +21805216,0e+00,15,3,1,1,0,1,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,8.74647e+02,15,3,3,3 +17714775,1.37904e+04,59,6,2,1,0,0,0,0,0,0,0,1,0,1,1,1,9.4699884e+02,9.845238e+03,4.1065903e+02,28,21,22,23 +14992659,8.26331e+04,60,10,2,1,0,0,1,0,0,0,0,0,0,1,0,1,1.1861603e+04,0e+00,1.5045802e+04,25,25,21,26 +29982546,6.00666e+04,64,14,1,1,0,0,0,0,0,0,0,0,1,1,1,0,0e+00,3.1937889e+04,4.5956546e+02,5,4,7,107 +31345803,0e+00,13,5,0,1,0,1,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +20448660,3.0327e+04,39,6,4,1,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +29985604,0e+00,20,12,0,1,0,0,1,0,0,0,1,0,0,1,0,0,0e+00,0e+00,3.2538783e+04,10,10,10,10 +16361628,0e+00,20,5,3,1,0,0,0,0,0,0,1,0,0,1,1,0,0e+00,4.7361758e+02,1.2560247e+03,105,4,13,3 +28630476,2.5742e+03,40,10,4,1,0,1,0,0,0,0,0,1,0,1,1,1,4.370557e+02,1.4314862e+03,6.7420105e+01,99,30,30,25 +14993858,1.05842e+04,48,8,3,0,0,0,0,0,0,0,0,1,0,1,1,1,2.9007263e+03,7.8914374e+02,4.702436e+02,110,32,17,16 +24536430,3.303e+04,40,5,4,1,0,1,0,0,0,0,0,1,0,1,0,1,3.0163345e+03,0e+00,1.6528334e+02,10,9,10,7 +28633227,0e+00,14,6,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +13628130,1.5684e+04,54,4,3,1,0,0,1,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +28624785,5.393e+03,57,7,3,0,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +16354248,0e+00,18,3,3,0,0,0,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +14997389,1.7501e+03,27,6,2,0,0,1,0,0,0,0,1,0,0,0,1,1,3.912447e+01,4.8520234e+03,0e+00,99,0,2,3 +24526152,2.58426e+04,79,7,2,1,0,0,1,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +16353552,3.9192e+03,42,12,6,0,0,0,0,0,0,0,0,1,0,1,1,0,0e+00,2.953048e+02,2.0064175e+03,9,9,7,9 +23164540,2.12964e+04,36,2,0,0,0,0,0,0,1,0,0,1,0,0,1,0,0e+00,5.005994e+03,0e+00,0,0,0,99 +24541038,2.83392e+04,52,0,4,1,0,0,0,1,0,0,0,1,0,0,1,0,0e+00,3.6663e+02,0e+00,0,0,51,48 +20443905,2.36925e+04,68,5,2,0,0,0,0,0,0,1,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +13625970,1.2106e+04,20,5,1,0,0,0,0,0,1,0,1,0,0,0,1,1,1.2157078e+03,4.535636e+03,0e+00,12,11,13,110 +23172921,2.14157e+04,43,2,3,0,0,1,0,0,0,0,0,1,0,1,0,1,1.2112441e+03,0e+00,2.0994365e+03,19,4,3,3 +31351576,3.05785e+04,38,8,3,1,0,1,0,0,0,0,0,1,0,0,1,1,7.9418335e+01,3.6164976e+03,0e+00,0,11,52,45 +17724382,3.36297e+04,50,7,3,1,0,0,0,0,0,1,0,0,0,1,1,1,5.2170776e+02,1.5792699e+04,1.2068645e+03,34,27,64,35 +17724889,1.65464e+04,31,5,2,0,0,0,0,0,0,0,1,0,0,0,1,0,0e+00,1.323517e+03,0e+00,0,4,1,11 +23177613,1.2879e+03,23,4,0,1,0,0,0,0,0,0,1,0,0,1,1,0,0e+00,2.569398e+03,3.506539e+02,10,8,11,107 +23169453,6.99819e+04,48,4,1,1,0,0,1,0,0,0,0,0,1,1,0,1,2.0934495e+03,0e+00,2.357179e+03,6,6,6,6 +28624848,6.0848e+03,55,5,3,0,0,0,0,0,1,0,0,1,0,1,1,1,2.640484e+02,4.9478177e+02,3.2584308e+02,20,27,68,71 +17714346,8.9817e+03,50,5,4,1,0,0,0,1,0,0,0,0,1,1,1,1,2.4493503e+03,5.186546e+02,2.009201e+02,36,24,21,120 +28630497,3.9986e+03,39,9,4,0,0,1,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +24525900,0e+00,17,0,2,0,0,0,0,1,0,0,1,0,0,1,0,0,0e+00,0e+00,1.24244e+03,6,6,11,3 +28627599,3.7876e+03,37,7,3,1,0,0,0,1,0,0,0,1,0,0,1,1,4.7857043e+02,2.5990881e+03,0e+00,18,14,17,115 +16360440,1.407e+03,26,5,3,0,0,0,0,1,0,0,1,0,0,1,0,1,1.4780953e+03,0e+00,1.12983925e+02,15,14,13,10 +14988127,2.12102e+04,42,2,6,0,0,1,0,0,0,0,0,0,0,1,1,1,2.8405798e+02,3.4410442e+03,3.7367624e+02,49,77,6,6 +21815616,2.57816e+04,33,6,3,1,0,0,0,0,0,1,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +20442645,4.09545e+04,64,11,3,1,0,0,0,0,0,0,0,0,1,1,1,0,0e+00,2.4185807e+04,3.7224762e+02,5,4,7,107 +13629720,5.9047e+04,56,6,1,0,0,0,0,0,1,0,1,0,0,1,0,1,3.345848e+03,0e+00,2.0013485e+03,10,9,15,14 +23177409,3.8965e+03,38,4,3,1,0,1,0,0,0,0,0,1,0,1,1,1,1.0104912e+03,1.687376e+03,8.1839044e+02,20,47,90,31 +13625680,0e+00,17,2,1,0,0,1,0,0,0,0,1,0,0,1,1,1,0e+00,6.9419775e+03,5.256471e+02,91,23,6,9 +19079018,0e+00,15,7,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +19080278,1.3272e+04,43,3,3,0,0,0,0,0,0,0,0,1,0,1,1,1,1.0101627e+02,1.5084066e+03,5.72224e+02,23,17,23,111 +13628210,7.826e+03,19,4,1,0,0,0,1,0,0,0,1,0,0,0,1,1,2.145423e+02,8.405834e+03,0e+00,17,18,16,9 +17715633,9.7942e+03,57,4,2,1,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +24529698,2.4327e+04,25,2,3,0,0,0,0,0,0,0,0,0,0,1,1,1,6.4726906e+01,1.8188035e+03,3.4199258e+02,20,24,29,24 +31359143,1.64887e+04,39,9,0,1,1,0,0,0,0,0,1,0,0,1,1,1,2.5125485e+02,2.066171e+02,1.2794166e+02,9,19,44,97 +20451735,4.53975e+04,39,6,2,1,0,1,0,0,0,0,1,0,0,0,1,1,1.9614409e+03,5.964663e+03,0e+00,18,110,10,10 +16359060,3.6874e+03,54,4,3,1,0,1,0,0,0,0,0,1,0,0,1,0,0e+00,3.5745e+02,0e+00,0,0,96,3 +13633840,5.4647e+04,49,9,1,0,0,0,0,0,1,0,1,0,0,1,1,1,7.021524e+03,7.9269727e+03,2.1189263e+03,16,17,30,113 +23169232,3.17782e+04,58,3,1,1,0,0,0,1,0,0,0,1,0,0,1,0,0e+00,7.538073e+03,0e+00,0,0,15,84 +16360116,0e+00,18,3,3,0,0,0,0,0,1,0,1,0,0,1,0,0,0e+00,0e+00,4.940649e+03,14,11,11,5 +20445150,6.636e+03,23,5,2,0,0,0,0,0,0,0,1,0,0,1,1,1,9.0294e+02,5.060358e+03,6.824372e+02,15,16,53,81 +19085458,2.75604e+04,65,5,1,1,0,0,0,0,0,1,0,1,0,1,1,1,3.9014302e+03,1.0895255e+03,3.4557785e+02,22,18,32,129 +13627680,0e+00,17,2,1,0,0,0,1,0,0,0,1,0,0,0,1,0,0e+00,1.5708285e+04,0e+00,6,6,6,6 +23162500,4.02627e+04,45,1,0,0,0,0,0,0,1,0,1,0,0,1,1,0,0e+00,3.2751504e+03,5.566196e+02,21,3,3,3 +20450130,4.905e+04,58,5,3,1,0,0,0,0,1,0,0,0,0,1,1,1,3.444868e+03,2.9147784e+02,2.3237918e+02,33,27,43,128 +16358568,1.7524e+03,22,7,3,1,0,1,0,0,0,0,1,0,0,0,1,0,0e+00,5.376384e+03,0e+00,0,0,0,99 +24529374,2.15028e+04,62,0,2,1,0,0,0,0,0,0,0,0,0,1,1,1,9.9849725e+02,2.3896194e+03,6.903368e+02,67,5,100,9 +13630700,5.808e+03,20,2,1,1,0,0,1,0,0,0,1,0,0,1,1,1,2.380897e+03,4.7878394e+02,9.0525006e+02,16,16,19,20 +17723381,1.096355e+05,39,6,6,1,0,1,0,0,0,0,0,0,0,1,1,0,0e+00,3.8778465e+04,5.9166387e+03,9,10,74,46 +14988314,2.94393e+04,33,3,4,1,0,0,0,1,0,0,0,1,0,0,0,1,6.37e+03,0e+00,0e+00,31,35,8,0 +20442870,9.0363e+04,46,3,6,1,0,1,0,0,0,0,0,1,0,1,1,1,1.3503651e+03,2.274323e+03,1.3043767e+03,27,96,66,33 +20447070,1.97055e+04,77,4,2,1,0,0,0,0,1,0,0,1,0,1,1,1,1.4560378e+03,2.0623369e+02,9.364076e+02,22,46,54,50 +23178650,3.4499e+03,34,9,1,1,0,1,0,0,0,0,0,0,0,1,1,0,0e+00,7.040338e+02,7.0987756e+02,6,99,9,12 +16353756,3.2936e+03,56,6,5,1,0,0,1,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +31351944,9.6301e+03,19,4,0,1,0,0,0,0,0,0,1,0,0,1,1,1,9.164789e+01,3.4552021e+03,7.5912335e+02,19,23,18,11 +29985560,1.80422e+04,23,8,0,0,0,0,1,0,0,0,1,0,0,1,1,1,1.3386499e+03,2.1200718e+03,6.381579e+02,47,14,18,114 +23170660,5.8227e+03,23,4,0,0,0,0,1,0,0,0,1,0,0,1,1,1,4.8020074e+02,1.6232701e+03,2.5139731e+02,47,14,18,114 +27266420,6.6226e+04,55,7,0,0,0,0,0,0,0,0,0,1,0,1,1,1,5.868849e+03,1.13410205e+04,1.6445629e+03,23,19,24,117 +28623462,5.5364e+03,42,2,3,0,0,0,0,0,0,0,0,1,0,1,1,1,3.2587048e+02,3.6318198e+02,5.074623e+01,16,17,15,13 +16350660,5.5856e+03,60,9,3,0,0,1,0,0,0,0,0,1,0,1,1,0,0e+00,1.6598978e+03,2.776168e+02,11,10,8,106 +24528474,4.716e+03,24,1,2,0,0,0,0,0,0,0,1,0,0,1,1,1,1.6275e+02,2.3191506e+03,4.893e+01,17,33,78,16 +14990415,3.0459e+03,20,5,2,1,0,1,0,0,0,0,1,0,0,1,1,1,2.4072751e+03,4.5647134e+03,8.935819e+02,26,13,14,142 +23163316,3.16333e+04,64,10,2,1,0,0,0,1,0,0,0,0,0,1,1,1,1.1905073e+03,5.798017e+03,9.534154e+01,11,35,55,32 +16360488,1.2877e+03,24,3,3,0,0,0,0,0,0,1,1,0,0,1,1,1,0e+00,2.1220094e+02,4.6175577e+02,14,17,13,6 +24535818,9.52254e+04,42,0,2,1,0,0,0,0,1,0,0,0,1,1,0,1,1.6010558e+03,0e+00,3.163436e+03,31,21,6,3 +16355508,1.63227e+04,60,10,4,1,0,0,0,0,0,0,0,1,0,0,1,1,1.0415507e+03,7.784572e+03,0e+00,9,10,6,112 +23170881,1.46984e+04,35,1,1,1,0,0,0,0,0,0,0,0,1,1,1,0,0e+00,9.226652e+03,4.208708e+02,15,45,67,10 +19087908,5.95448e+04,40,10,3,0,0,0,0,0,0,0,0,1,0,1,0,1,1.4865133e+03,0e+00,2.7371735e+02,7,6,7,30 +16360812,2.0998e+03,47,7,3,0,0,0,0,1,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +17713631,1.14387e+04,23,9,2,1,0,0,0,0,0,0,0,1,0,1,1,1,2.7261807e+03,7.519779e+03,1.1564712e+03,29,35,22,125 +25901788,0e+00,21,3,0,1,0,1,0,0,0,0,1,0,0,1,1,1,1.4753947e+03,7.7242365e+02,1.15039215e+02,12,16,57,58 +20438220,6.6831e+04,64,11,4,1,0,0,0,1,0,0,0,0,0,1,1,1,3.1687349e+03,1.4229897e+04,1.7784811e+02,11,35,55,32 +27260340,0e+00,16,3,0,0,0,1,0,0,0,0,1,0,0,1,1,1,2.4048386e+03,1.0453359e+04,4.4484673e+03,23,24,26,113 +19074734,2.9197e+04,37,7,3,1,0,0,0,1,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +29988574,8.52192e+04,53,12,5,0,0,0,0,0,0,0,0,0,0,1,1,1,4.780446e+03,2.460419e+02,3.053635e+02,29,40,23,27 +17716855,1.18287e+04,24,10,2,0,0,0,0,0,0,0,1,0,0,1,1,1,4.989977e+02,5.1980676e+02,4.630983e+03,19,8,11,6 +27250800,9.9462e+04,62,4,0,1,0,0,1,0,0,0,0,1,0,0,1,0,0e+00,8.402912e+04,0e+00,0,91,5,3 +28619241,1.6435e+03,19,4,1,0,0,0,1,0,0,0,1,0,0,0,1,1,1.10583664e+02,3.2039824e+03,0e+00,17,18,16,9 +21810352,5.4262e+04,48,11,6,1,0,1,0,0,0,0,0,1,0,1,1,1,1.7693561e+02,5.351561e+02,1.5588612e+03,29,18,19,117 +13628170,8.259e+03,30,9,3,0,0,0,0,0,0,0,0,0,0,1,1,1,1.0674882e+03,8.41668e+02,6.671813e+02,16,43,50,56 +23166988,1.84408e+04,62,8,1,0,0,1,0,0,0,0,0,1,0,0,1,0,0e+00,2.556297e+03,0e+00,0,29,39,31 +13625800,2.9363e+04,37,7,4,1,0,1,0,0,0,0,0,0,0,1,1,1,1.754544e+03,5.3920984e+02,2.1888637e+02,13,15,33,95 +17722159,2.15527e+04,31,8,4,0,0,0,0,0,0,0,0,1,0,1,1,1,2.091664e+03,1.0797977e+04,3.568812e+02,10,23,20,118 +27251940,2.4212e+04,19,6,0,0,0,0,0,0,1,0,1,0,0,0,1,1,3.097759e+03,1.3859725e+04,0e+00,12,11,13,110 +20440830,6.6294e+04,35,2,3,1,0,0,0,1,0,0,0,1,0,1,1,1,1.7962723e+03,1.3791233e+04,1.665826e+02,46,73,14,13 +31341157,0e+00,14,6,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,9.9287e+02,27,12,12,3 +24536304,7.5366e+03,21,4,2,1,0,0,0,0,0,0,1,0,0,1,1,1,9.735211e+01,3.461963e+03,7.6165857e+02,19,23,18,11 +13628090,2.518e+04,57,7,2,1,0,0,0,0,0,0,0,0,1,1,1,1,2.4178426e+02,9.560897e+03,1.7960616e+02,32,32,32,21 +29984416,4.55202e+04,49,9,0,0,0,0,0,1,0,0,1,0,0,0,1,1,2.89096e+03,1.0195009e+02,0e+00,19,19,26,115 +20440035,0e+00,18,7,2,1,0,1,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,9.108123e+03,8,9,8,8 +16358160,0e+00,18,10,3,0,0,0,1,0,0,0,1,0,0,1,0,0,0e+00,0e+00,1.771677e+03,20,14,3,3 +28613571,4.8478e+03,28,7,1,1,0,0,0,0,0,0,1,0,0,0,1,0,0e+00,2.37719e+03,0e+00,75,4,0,0 +16355136,4.3451e+03,47,7,3,0,0,0,0,1,0,0,1,0,0,0,1,1,1.0684492e+03,9.476789e+01,0e+00,19,19,26,115 +25892877,3.0719e+03,54,11,0,0,0,0,0,0,1,0,1,0,0,1,1,0,0e+00,3.1638145e+03,6.43764e+02,5,7,6,104 +24527736,3.7341e+04,48,1,4,0,0,0,0,0,1,0,0,1,0,0,1,0,0e+00,4.5868e+02,0e+00,90,3,3,3 +23168229,1.58486e+04,55,1,0,0,1,0,0,0,0,0,0,1,0,1,1,1,3.918857e+02,3.1564255e+03,3.3584927e+02,92,27,12,9 +16358856,1.2155e+03,38,8,5,1,0,0,0,0,1,0,0,1,0,1,0,0,0e+00,0e+00,6.31431e+02,3,3,3,3 +19075588,6.146e+04,37,7,3,1,0,0,0,1,0,0,0,1,0,1,1,1,4.4077658e+02,2.311217e+03,2.157849e+03,30,12,27,23 +14994958,3.4342e+04,36,6,2,0,0,0,0,0,0,0,1,0,0,0,1,0,0e+00,9.67142e+02,0e+00,0,0,0,99 +20443890,9.7185e+03,70,7,2,1,0,0,0,0,0,1,0,1,0,1,1,1,2.0645781e+03,6.3407666e+03,1.1544403e+03,26,44,68,40 +27255200,8.7382e+04,68,10,0,0,0,1,0,0,0,0,0,1,0,0,1,0,0e+00,4.1589117e+04,0e+00,11,17,14,15 +28629090,0e+00,16,1,1,1,0,1,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,4.80386e+03,18,8,3,3 +13628290,4.9553e+04,54,4,2,1,0,0,0,0,0,0,0,1,0,1,1,1,2.069721e+03,7.387114e+03,2.3190564e+03,33,16,63,56 +17716283,1.02882e+04,77,4,2,1,0,0,0,1,0,0,0,1,0,1,1,1,5.415948e+03,9.35754e+03,4.273824e+02,31,24,24,114 +27263360,1.88246e+05,51,3,2,0,0,0,1,0,0,0,0,1,0,1,1,0,0e+00,6.891525e+04,5.024559e+03,7,7,48,62 +16352532,2.7287e+03,29,8,4,1,0,1,0,0,0,0,0,0,0,1,1,0,0e+00,5.884442e+02,7.498864e+01,4,108,5,9 +27269520,1.9832e+04,33,5,2,1,0,0,0,0,0,1,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +29975440,1.284294e+05,54,7,4,1,0,1,0,0,0,0,0,0,0,0,1,1,5.988244e+02,2.5220093e+03,0e+00,7,11,11,115 +25892858,5.62e+03,48,5,0,0,0,1,0,0,0,0,1,0,0,1,1,1,1.304002e+03,5.285311e+02,1.8763661e+02,24,22,62,61 +25895081,8.3058e+03,38,5,2,1,0,0,1,0,0,0,0,1,0,1,0,0,0e+00,0e+00,1.3618372e+04,3,3,3,3 +17721730,2.58583e+04,66,3,2,0,0,0,0,0,0,0,0,0,0,1,1,1,5.1121112e+02,7.731432e+03,1.08146194e+02,27,67,57,12 +19085416,2.83052e+04,35,5,3,1,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +17716790,1.42129e+04,14,6,2,1,0,0,0,0,0,0,1,0,0,1,1,1,9.73197e+02,1.1891582e+03,1.9623512e+02,9,20,14,113 +25900686,4.6122e+03,60,7,1,1,0,0,0,0,0,0,0,0,1,1,0,1,7.9895127e+03,0e+00,1.0225917e+03,0,2,7,21 +17724174,1.79543e+04,46,3,2,1,0,0,0,0,0,0,0,0,1,0,1,1,4.6384e+02,1.2564729e+04,0e+00,68,33,13,11 +24527250,5.4297e+04,39,7,5,0,0,0,0,0,0,0,0,1,0,0,1,1,2.566762e+03,4.1561e+02,0e+00,10,7,18,28 +19088804,5.59188e+04,42,2,6,1,0,0,0,0,0,0,0,0,0,0,0,1,0e+00,0e+00,0e+00,38,0,0,0 +31357671,1.26224e+04,33,3,3,1,0,1,0,0,0,0,0,1,0,1,1,1,4.3497873e+02,1.5685497e+03,3.3164496e+02,20,47,90,31 +31341870,5.55013e+04,47,7,1,1,0,0,0,0,0,0,0,1,0,1,1,1,3.6640112e+02,2.3022295e+03,5.338868e+01,11,12,14,122 +17723238,9.8657e+04,36,3,2,0,0,1,0,0,0,0,0,0,1,1,1,1,0e+00,9.615024e+03,9.837915e+02,25,30,3,4 +17718935,5.87535e+04,55,12,4,0,0,0,0,0,0,0,0,1,0,1,1,1,2.2675745e+03,3.4911277e+03,2.5187183e+03,20,127,24,22 +29979730,3.905e+04,61,11,1,1,0,0,0,1,0,0,0,1,0,1,1,1,2.782065e+03,3.523603e+03,2.4640784e+02,22,21,19,115 +14997917,1.87572e+04,43,3,2,1,0,0,0,1,0,0,1,0,0,1,1,1,5.560284e+02,4.6058647e+03,6.714742e+02,28,7,20,86 +24541362,1.68822e+04,71,9,2,1,0,0,0,1,0,0,0,1,0,0,0,1,1.25396e+03,0e+00,0e+00,7,11,14,8 +28616322,6.0984e+03,33,3,2,0,0,1,0,0,0,0,0,1,0,1,1,0,0e+00,3.6725337e+03,7.230857e+01,21,22,14,20 +20447865,3.9168e+04,41,8,2,0,0,0,0,0,0,0,0,1,0,0,1,0,0e+00,2.548317e+03,0e+00,18,11,17,27 +23163928,9.1484e+03,66,2,0,1,0,0,1,0,0,0,0,1,0,1,1,1,6.66956e+02,1.1005811e+02,1.3489825e+03,37,11,105,6 +13625110,2.517e+03,84,4,1,0,0,0,0,1,0,0,1,0,0,1,1,1,1.0613673e+03,2.1738768e+02,8.31233e+02,29,23,27,109 +25891167,4.978e+02,27,3,0,0,0,0,0,0,0,0,1,0,0,1,1,1,4.5208334e+02,9.442582e+03,1.3077234e+02,17,33,78,16 +27253940,1.1696e+04,83,5,0,1,0,0,0,0,0,0,1,0,0,1,1,1,0e+00,1.5229968e+04,1.4511304e+03,66,32,11,11 +21803216,1.011842e+05,51,4,1,1,0,1,0,0,0,0,0,1,0,1,1,1,3.030303e-01,5.414051e+02,9.6925323e+02,23,13,19,10 +28616406,3.994e+03,71,1,1,1,0,0,0,0,0,0,0,0,0,1,1,1,1.0616084e+01,2.2921616e+02,5.069755e+01,66,61,10,6 +13630290,0e+00,15,7,1,0,0,0,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,1.83626e+03,7,5,5,7 +29986418,7.16782e+04,38,8,2,1,1,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +13630370,8.257e+03,30,9,1,1,0,0,0,0,0,0,0,1,0,1,1,1,3.358209e+02,4.231762e+03,1.8352461e+03,18,4,8,104 +13626540,0e+00,14,6,1,1,0,0,0,0,1,0,1,0,0,1,0,0,0e+00,0e+00,4.291677e+03,6,8,4,3 +14995288,2.9711e+03,72,2,2,1,0,0,1,0,0,0,0,1,0,1,1,0,0e+00,3.4331918e+02,1.6248293e+03,20,14,102,3 +13627230,4.0898e+04,40,9,2,0,0,0,0,1,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +16351512,3.3585e+03,33,3,6,1,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +21815696,1.98692e+04,66,9,1,1,0,0,0,0,0,0,0,1,0,1,1,0,0e+00,5.05407e+02,5.2757574e+02,9,9,8,106 +24534918,0e+00,16,6,2,0,0,0,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +13634000,4.9258e+04,50,10,1,1,0,0,0,1,0,0,0,1,0,1,1,1,5.7297847e+03,3.6844812e+03,3.8055505e+02,35,32,36,133 +23174978,8.6634e+03,84,10,0,0,0,0,0,0,0,0,0,1,0,1,1,1,2.3721091e+03,2.910534e+02,4.3722894e+02,47,7,26,85 +21813248,4.80116e+04,31,4,3,0,0,0,0,0,0,0,0,0,1,1,1,1,7.813e+01,8.0982446e+02,3.7157715e+02,40,27,14,12 +24537240,0e+00,17,7,2,0,0,0,1,0,0,0,1,0,0,1,0,0,0e+00,0e+00,1.28819e+03,20,14,3,3 +28631862,8.9317e+03,40,10,3,0,0,0,0,0,0,0,0,1,0,1,0,1,1.0278239e+03,0e+00,1.75497e+02,7,6,7,30 +29986330,5.3999e+04,57,7,1,1,0,1,0,0,0,0,0,1,0,1,1,0,0e+00,1.9616671e+03,4.249252e+02,27,35,32,17 +19076120,4.11082e+04,37,7,4,1,0,1,0,0,0,0,0,0,0,1,1,1,1.5642794e+03,4.1222775e+02,1.7853325e+02,13,15,33,95 +13630170,0e+00,17,2,1,0,0,1,0,0,0,0,1,0,0,1,1,1,1.5241936e+03,3.0777844e+03,2.1776792e+03,23,24,26,113 +29979972,3.11102e+04,23,8,0,0,0,0,0,0,0,0,1,0,0,0,1,1,3.1937344e+03,2.2152115e+02,0e+00,13,9,109,12 +20439585,0e+00,19,8,2,1,0,1,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +27252140,4.89e+04,44,6,1,0,0,0,0,0,0,0,0,1,0,0,1,1,7.821452e+03,1.9287277e+03,0e+00,24,15,14,110 +21809456,0e+00,15,3,1,0,0,0,0,0,1,0,1,0,0,1,0,0,0e+00,0e+00,9.500708e+03,3,3,3,3 +21800640,1.293006e+05,62,5,1,1,0,0,1,0,0,0,0,1,0,0,1,0,0e+00,3.4453816e+04,0e+00,0,91,5,3 +23165560,5.8802e+03,78,4,0,1,0,1,0,0,0,0,0,1,0,0,1,1,5.880082e+02,2.34011e+03,0e+00,23,0,44,55 +27261320,6.48e+03,64,3,0,0,0,1,0,0,0,0,1,0,0,0,1,0,0e+00,2.341962e+03,0e+00,0,0,0,70 +28629027,3.8743e+03,40,10,1,0,0,0,0,0,0,1,0,1,0,0,0,1,1.6906e+03,0e+00,0e+00,8,7,8,9 +17716569,2.03892e+04,49,6,4,1,0,0,1,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +27262420,0e+00,14,8,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,1.70594e+03,3,3,3,3 +19086970,1.83218e+04,23,2,1,0,0,0,0,0,0,0,0,1,0,1,0,1,3.2159363e+03,0e+00,4.129716e+03,19,13,22,13 +21814224,4.7164e+03,18,6,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0e+00,6.0554165e+03,6.608975e+02,10,8,11,107 +14995959,4.87377e+04,55,5,3,0,0,0,0,0,1,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +24529248,3.66444e+04,44,2,2,1,0,0,0,0,0,0,1,0,0,1,1,1,4.583305e+02,2.5833867e+03,5.49746e+02,25,22,28,22 +23163724,0e+00,22,3,0,0,0,0,0,0,0,0,1,0,0,1,1,1,3.56577e+02,1.5793546e+02,2.8676743e+02,17,23,14,115 +17712851,2.29086e+04,40,4,2,0,0,1,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +14998302,1.00419e+04,68,8,2,0,0,0,0,0,0,0,0,1,0,1,0,1,4.4894717e+03,0e+00,1.00338226e+03,11,18,26,31 +25895708,3.4935e+03,23,5,0,0,0,1,0,0,0,0,1,0,0,1,1,0,0e+00,2.338286e+03,1.4314371e+03,12,9,8,110 +31342560,4.32538e+04,19,4,0,0,0,0,1,0,0,0,1,0,0,1,1,1,2.5548067e+02,7.613155e+02,4.9785416e+02,146,21,7,7 +16352616,1.07058e+04,54,4,4,0,0,0,1,0,0,0,0,1,0,1,1,1,8.26492e+02,7.68632e+02,2.087405e+03,9,9,9,9 +21813776,6.76208e+04,34,7,3,1,0,0,0,0,0,0,0,0,0,1,1,1,8.5324243e+02,7.1618145e+03,7.622847e+01,11,10,16,120 +20450820,1.14564e+05,61,8,3,0,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +14987885,2.92028e+04,48,7,6,1,0,0,0,1,0,0,0,0,0,0,0,1,3.88113e+02,0e+00,0e+00,16,20,21,16 +25894017,5.1876e+03,64,11,1,1,0,0,0,0,0,0,0,0,1,1,1,0,0e+00,2.3327043e+04,3.8363452e+02,5,4,7,107 +21801136,1.58808e+04,19,7,1,0,0,0,0,0,0,0,1,0,0,1,1,1,4.7824982e+02,5.990502e+02,1.3028267e+03,11,12,9,99 +14996344,1.6258e+04,90,10,2,1,0,1,0,0,0,0,0,0,0,0,1,0,0e+00,7.61338e+02,0e+00,0,0,0,99 +19088272,3.81346e+04,58,8,1,0,0,1,0,0,0,0,1,0,0,1,1,1,1.3319337e+03,8.641968e+03,1.8638282e+03,23,21,13,124 +20437200,7.6335e+04,38,5,4,0,0,0,0,1,0,0,0,1,0,1,1,1,9.053717e+02,8.443256e+02,1.3195066e+03,10,17,17,113 +24533082,0e+00,18,1,2,0,0,1,0,0,0,0,1,0,0,1,1,1,1.2606775e+03,1.5271349e+03,1.26917915e+02,26,46,47,63 +27263280,4.86e+04,47,9,0,0,0,0,0,1,0,0,1,0,0,1,1,1,4.4417705e+03,1.9939227e+03,5.0910065e+02,25,33,29,131 +28618968,6.5913e+03,43,3,1,1,0,1,0,0,0,0,1,0,0,0,1,1,1.8339285e+02,5.1103623e+03,0e+00,13,0,0,99 +21802112,1.296438e+05,55,8,1,0,0,0,0,0,1,0,0,1,0,0,1,0,0e+00,2.1182516e+04,0e+00,0,0,0,99 +29996164,2.0889e+04,30,9,2,1,0,0,0,0,0,0,0,0,1,1,1,1,1.4188848e+04,6.609595e+03,5.0259697e+03,25,24,23,18 +31343664,0e+00,16,1,0,0,0,0,1,0,0,0,1,0,0,0,1,0,0e+00,5.04357e+03,0e+00,6,6,6,6 +28621887,1.6901e+03,27,6,1,0,0,1,0,0,0,0,1,0,0,0,0,1,9.8e+02,0e+00,0e+00,12,0,0,0 +21814304,3.30772e+04,49,12,1,1,0,1,0,0,0,0,1,0,0,1,0,1,4.675e+02,0e+00,5.000189e+03,12,24,6,6 +28617645,2.3961e+03,83,3,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +23166393,0e+00,18,6,0,0,0,0,0,1,0,0,1,0,0,1,0,0,0e+00,0e+00,5.18261e+02,3,3,3,3 +25901237,4.6299e+03,38,5,3,1,0,0,0,0,0,0,0,1,0,1,1,1,1.1941185e+03,1.7443355e+04,2.6951167e+03,9,20,21,110 +19087376,7.65058e+04,49,9,1,0,0,0,0,0,1,0,1,0,0,1,1,1,5.7205674e+03,5.846256e+03,1.8964935e+03,16,17,30,113 +23167617,8.8644e+03,29,4,2,0,0,0,0,0,0,0,0,0,0,0,1,1,1.0960618e+02,3.3435135e+02,0e+00,86,7,7,11 +14991372,3.70766e+04,58,8,3,0,0,0,0,0,0,0,0,1,0,0,1,1,2.3012563e+03,5.7189795e+03,0e+00,6,7,26,85 +28614978,1.76652e+04,58,8,1,0,1,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +23178854,6.7414e+03,30,5,2,1,0,0,0,0,0,0,0,0,1,1,1,1,5.6660005e+03,2.6742354e+03,1.767077e+03,25,24,23,18 +24524928,0e+00,15,2,2,0,0,0,0,0,1,0,1,0,0,1,0,0,0e+00,0e+00,6.144e+02,3,3,3,3 +29978014,5.27406e+04,50,10,0,1,0,0,0,0,0,0,1,0,0,1,1,1,1.9716666e+03,6.925971e+02,1.0423809e+02,13,105,22,4 +27260300,4.909e+04,52,4,1,1,0,1,0,0,0,0,0,1,0,1,1,0,0e+00,3.031363e+03,5.7987415e+02,27,35,32,17 +25904600,9.359e+03,54,11,0,1,0,0,0,1,0,0,0,1,0,1,1,1,7.688051e+03,2.940956e+03,6.673385e+02,35,32,36,133 +29991104,2.11508e+04,70,10,0,1,0,0,0,1,0,0,0,1,0,0,0,1,9.1e+03,0e+00,0e+00,18,10,0,0 +25901769,3.5334e+03,24,6,0,0,0,1,0,0,0,0,1,0,0,1,1,0,0e+00,9.059346e+03,1.0992957e+04,5,37,55,42 +14995772,0e+00,18,3,2,1,0,1,0,0,0,0,1,0,0,1,1,1,1.4265497e+03,4.0613885e+02,1.0341516e+02,12,16,57,58 +25902871,3.1764e+03,28,4,1,1,0,0,0,1,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +19081790,1.6079e+04,71,1,1,1,0,0,0,0,0,0,0,1,0,1,1,1,1.2469072e+03,9.0003455e+02,1.7025094e+03,133,29,25,7 +16361220,2.5845e+03,32,11,4,0,0,0,0,0,0,0,0,1,0,0,1,1,6.510583e+02,2.5726626e+03,0e+00,15,7,45,80 +28616385,7.1568e+03,50,3,1,1,0,0,0,0,1,0,1,0,0,1,1,1,2.9522485e+02,5.68188e+02,3.107197e+02,20,27,14,104 +13632900,0e+00,16,1,1,1,0,1,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,1.5910956e+04,18,8,3,3 +23166172,2.61003e+04,60,6,1,0,0,0,0,1,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +17713059,1.005186e+05,32,9,4,0,0,0,0,1,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +19079872,0e+00,16,8,1,1,0,1,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,2.723336e+04,5,7,9,3 +25902852,5.1594e+03,27,3,1,0,0,0,0,1,0,0,0,1,0,1,1,1,6.7526133e+03,8.0214834e+03,2.2001274e+03,9,10,13,37 +29985230,6.24844e+04,79,9,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +17718077,1.082835e+05,54,11,3,0,0,0,0,0,1,0,0,0,0,1,1,1,2.007e+03,3.685081e+03,2.1456772e+03,30,67,35,36 +31349414,1.078332e+05,36,4,2,0,1,0,0,0,0,0,0,1,0,1,1,1,1.02369495e+03,1.2223741e+03,5.0824097e+03,24,24,70,83 +29978300,3.91688e+04,26,5,1,0,0,0,0,1,0,0,0,1,0,1,0,1,3.1379312e+03,0e+00,1.00172327e+03,38,8,9,3 +20445375,0e+00,19,8,2,1,0,0,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,1.7918377e+04,0,0,0,26 +21801744,5.0154e+03,79,11,1,1,0,0,0,0,0,0,0,1,0,1,1,1,2.15517e+03,4.541208e+03,4.3123157e+02,20,22,12,120 +14997345,1.54121e+04,31,10,4,1,1,0,0,0,0,0,0,0,1,1,1,1,2.0032474e+03,8.641129e+03,7.848068e+01,7,19,63,52 +17722744,5.33832e+04,51,8,3,1,0,1,0,0,0,0,0,1,0,1,1,1,4.2947427e+03,3.9016116e+03,1.210379e+03,29,18,71,60 +20441625,1.8108e+04,74,11,2,1,0,0,0,0,0,0,0,1,0,0,0,1,4.467537e+03,0e+00,0e+00,7,13,6,7 +25893485,0e+00,22,4,0,0,0,0,1,0,0,0,1,0,0,1,1,1,4.275862e+02,1.0264341e+04,6.7354755e+02,37,3,3,102 +24531696,3.07782e+04,49,7,4,1,0,1,0,0,0,0,0,0,1,0,0,1,1.40841e+03,0e+00,0e+00,16,14,19,19 +21799952,0e+00,14,9,1,0,0,0,0,0,1,0,1,0,0,1,0,0,0e+00,0e+00,1.807005e+03,9,11,10,7 +31355509,5.28885e+04,21,0,0,1,0,0,0,1,0,0,1,0,0,1,1,1,2.3693198e+02,1.625149e+02,3.4870815e+01,25,42,77,3 +20440380,0e+00,18,7,2,0,0,0,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +27256340,1.6518e+04,29,10,2,0,0,0,0,0,0,0,0,0,0,1,1,1,1.8602081e+03,1.838844e+03,1.1545686e+03,16,43,50,56 +27251900,5.8482e+04,58,7,2,1,0,0,0,0,1,0,0,1,0,0,1,0,0e+00,2.9040156e+04,0e+00,0,0,42,57 +21804512,7.69054e+04,43,6,1,0,0,1,0,0,0,0,1,0,0,1,1,1,5.300704e+02,3.4814258e+02,9.391163e+01,24,22,62,61 +13627640,2.5973e+04,58,8,2,0,0,1,0,0,0,0,0,1,0,0,1,0,0e+00,3.807874e+03,0e+00,0,29,39,31 +21800400,1.638e+04,77,10,1,1,0,0,1,0,0,0,1,0,0,1,1,1,4.1800396e+03,3.8197052e+02,2.009285e+02,34,29,34,139 +29980214,9.6162e+04,36,6,2,1,0,0,0,1,0,0,0,0,1,0,1,1,2.46675e+04,1.4942229e+03,0e+00,69,0,26,73 +21810800,0e+00,16,4,1,1,0,1,0,0,0,0,1,0,0,0,1,1,3.728927e+03,5.765284e+02,0e+00,29,18,19,121 +20451615,1.07535e+04,44,11,2,1,1,0,0,0,0,0,1,0,0,1,1,1,6.2874524e+02,6.031297e+02,5.247602e+02,9,19,44,97 +31356613,7.14242e+04,55,5,2,0,0,0,0,0,0,0,0,1,0,1,1,1,2.3388635e+03,4.21924e+03,3.1896994e+02,21,19,50,80 +14990756,2.05293e+04,41,11,5,0,0,0,0,0,0,0,0,1,0,1,1,0,0e+00,6.0927704e+02,4.2850874e+03,9,9,7,9 +13633390,0e+00,15,7,1,1,0,1,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,2.697701e+03,13,10,7,14 +27253080,0e+00,13,7,0,1,0,0,0,0,1,0,1,0,0,1,0,0,0e+00,0e+00,9.832723e+03,6,8,4,3 +21813696,3.18708e+04,39,12,4,1,0,1,0,0,0,0,0,1,0,1,1,1,7.516662e+02,4.470055e+03,1.7167744e+02,99,30,30,25 +28616112,3.427e+03,51,1,2,1,0,0,0,0,1,0,0,1,0,0,1,1,4.1805832e+01,6.597107e+02,0e+00,80,4,0,0 +13630900,0e+00,17,2,1,1,0,0,0,0,1,0,1,0,0,1,1,0,0e+00,4.4244965e+02,2.3795576e+02,18,21,6,6 +20445270,7.0326e+04,41,6,4,0,1,0,0,0,0,0,0,1,0,1,1,1,4.1736987e+03,5.268572e+03,1.9037773e+04,24,24,70,83 +29995020,6.27396e+04,36,6,2,0,1,0,0,0,0,0,0,0,1,1,1,1,0e+00,3.2915994e+03,1.5176064e+03,19,18,16,18 +28617813,2.8039e+03,49,9,1,1,0,0,0,0,0,1,1,0,0,0,1,1,2.148515e+03,1.4771396e+02,0e+00,40,16,36,19 +29977442,5.3053e+04,53,13,1,1,0,0,0,0,1,0,0,1,0,0,1,1,3.7716858e+03,1.6030487e+02,0e+00,12,5,13,16 +20442540,8.88e+03,71,8,2,1,0,0,0,0,0,0,0,0,1,1,1,1,1.1637196e+03,3.3925748e+02,1.4080916e+03,11,20,26,128 +31344745,0e+00,17,2,0,0,0,0,1,0,0,0,1,0,0,1,1,1,1.5186208e+02,2.5233804e+03,1.8725558e+02,37,3,3,102 +16350612,4.8478e+03,30,9,3,1,0,0,0,0,0,0,1,0,0,0,1,0,0e+00,4.716426e+03,0e+00,75,4,0,0 +31349046,9.38285e+04,66,6,0,1,0,0,0,1,0,0,0,1,0,0,1,1,2.8148184e+03,6.353345e+02,0e+00,39,43,30,142 +24541686,1.500588e+05,48,6,2,1,0,0,0,1,0,0,1,0,0,0,1,1,5.111109e+02,1.3546284e+03,0e+00,5,23,45,49 +24534468,8.8983e+04,46,4,6,0,0,0,0,0,0,0,0,1,0,0,1,1,1.5549369e+03,2.2371355e+03,0e+00,17,16,14,114 +19083134,5.86264e+04,38,8,1,1,0,0,0,0,0,0,1,0,0,1,1,1,6.3177045e+02,1.1617623e+03,8.7669824e+02,16,27,27,16 +25887880,1.10916e+04,54,4,4,1,0,1,0,0,0,0,0,0,0,0,1,1,2.2364407e+03,2.501717e+03,0e+00,7,11,11,115 +27251860,2.345e+04,30,2,0,0,0,0,0,1,0,0,1,0,0,0,1,1,2.1115156e+03,1.6840645e+04,0e+00,35,125,11,3 +21808592,2.14682e+04,29,11,1,1,0,0,0,0,0,0,0,1,0,1,1,1,7.61194e+01,6.062003e+03,5.6664014e+02,18,4,8,104 +17723316,7.56821e+04,51,6,4,1,0,0,0,0,0,0,0,1,0,0,0,1,1.877137e+04,0e+00,0e+00,6,6,5,5 +28613529,0e+00,18,3,1,1,0,0,0,1,0,0,1,0,0,1,0,1,1.2360756e+03,0e+00,5.0809958e+02,29,33,35,21 +19075140,1.512e+04,90,10,1,1,0,0,0,0,0,0,0,1,0,0,1,0,0e+00,4.849618e+03,0e+00,23,26,23,23 +27265680,7.3228e+04,38,7,1,0,0,0,0,0,0,0,0,0,0,1,1,1,2.792795e+03,5.7023413e+03,2.9972188e+03,14,6,51,96 +21800192,4.01232e+04,62,5,1,1,0,1,0,0,0,0,1,0,0,1,1,1,6.6430835e+02,6.935218e+03,2.034355e+02,7,30,47,59 +13628900,0e+00,15,7,1,1,0,0,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,6.70592e+02,0,0,0,0 +27263520,5.544e+03,22,3,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0e+00,0e+00,2.118798e+03,6,4,8,8 +14990470,8.45801e+04,44,4,2,1,0,0,0,0,0,0,1,0,0,0,1,1,2.3254487e+03,1.2967207e+03,0e+00,6,14,10,118 +23176202,1.1059e+04,51,7,0,1,0,1,0,0,0,0,1,0,0,1,1,1,1.0064119e+02,3.595079e+02,8.1505383e+02,19,25,22,102 +29986374,0e+00,21,6,0,0,0,1,0,0,0,0,1,0,0,1,1,1,3.082258e+03,2.2905544e+03,3.6921816e+03,23,24,26,113 +19075672,6.23756e+04,60,10,3,1,0,0,0,1,0,0,0,0,0,1,1,1,1.6595837e+03,7.9956577e+03,1.2557756e+02,11,35,55,32 +23164132,0e+00,20,1,0,1,0,0,0,0,1,0,1,0,0,1,0,0,0e+00,0e+00,1.366505e+03,13,7,3,3 +19088762,1.29794e+04,29,7,1,0,0,0,0,0,0,0,0,1,0,0,1,1,2.3733342e+03,1.0450525e+03,0e+00,22,18,17,119 +14994430,1.78618e+04,35,5,4,0,0,0,0,0,0,0,0,0,0,1,1,1,8.756514e+02,5.2777716e+02,8.528085e+01,25,32,30,120 +25900667,5.8879e+03,50,7,0,1,0,0,0,1,0,0,1,0,0,1,1,1,3.7013503e+03,1.4718327e+04,6.5166394e+02,38,21,38,23 +14997202,1.48467e+04,63,3,2,1,0,0,0,0,0,0,0,1,0,1,1,1,1.109434e+03,7.8997573e+03,2.3229977e+02,16,12,114,17 +20447310,4.3875e+03,34,10,4,1,0,1,0,0,0,0,0,0,0,0,1,0,0e+00,4.52829e+02,0e+00,0,0,20,79 +28619073,3.2936e+03,54,4,3,1,0,0,1,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +17720300,1.63787e+04,33,6,2,0,0,0,0,0,0,0,1,0,0,0,1,0,0e+00,1.5669411e+04,0e+00,0,0,29,70 +20440275,5.112e+04,54,4,2,1,0,0,0,0,1,0,1,0,0,1,1,1,1.5309922e+03,2.310671e+03,1.4781759e+03,20,27,14,104 +20450475,6.18915e+04,39,6,5,0,0,0,0,1,0,0,0,1,0,0,1,1,2.0190984e+03,1.5952707e+04,0e+00,14,9,0,99 +29984174,1.000208e+05,62,12,0,1,0,0,0,0,0,0,0,1,0,0,1,1,1.287104e+04,7.1758606e+02,0e+00,26,0,24,75 +25891737,7.7706e+03,44,10,1,0,0,0,0,1,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +23172309,0e+00,20,4,0,1,0,0,0,1,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +27256180,5.036e+04,56,8,1,1,0,0,0,0,0,0,0,0,1,1,1,1,8.780586e+02,2.5648578e+04,3.917403e+02,32,32,32,21 +24531534,0e+00,16,6,2,0,0,1,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +24534630,1.48716e+04,62,0,2,0,0,0,0,0,0,0,0,1,0,1,1,1,1.0357143e+00,4.65574e+02,1.7218929e+02,95,10,3,3 +17724460,2.90797e+04,28,5,2,1,0,0,0,0,0,0,1,0,0,0,1,1,8.375225e+02,1.2905024e+04,0e+00,36,30,33,38 +21812352,5.91708e+04,30,3,3,1,0,1,0,0,0,0,0,1,0,1,1,1,2.6181528e+02,7.28219e+02,2.6793182e+02,108,66,6,6 +24532182,7.8687e+04,35,3,4,1,0,0,1,0,0,0,0,1,0,1,0,0,0e+00,0e+00,3.7097e+03,3,3,3,3 +29981072,5.99918e+04,73,8,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0e+00,3.290178e+03,0e+00,11,31,36,21 +16359384,5.4241e+03,32,11,3,1,0,0,0,0,0,0,1,0,0,0,1,1,1.7811581e+02,2.4180061e+02,0e+00,39,25,26,37 +16351716,1.3348e+03,21,6,3,1,0,0,0,1,0,0,1,0,0,1,1,1,7.308153e+02,5.2395195e+03,2.1511263e+02,13,23,25,34 +23174162,0e+00,20,1,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +29990818,3.96792e+04,41,11,2,1,0,0,0,1,0,0,0,1,0,0,1,1,3.7058787e+03,2.9372793e+03,0e+00,18,14,17,115 +23177426,2.25297e+04,40,6,3,0,0,1,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +17724538,4.83418e+04,32,9,2,0,0,0,0,0,0,0,1,0,0,0,1,1,6.538387e+03,1.891677e+04,0e+00,48,10,8,14 +29978586,6.3866e+04,49,9,0,0,0,0,0,0,1,0,1,0,0,0,1,1,1.4297598e+04,7.3697845e+02,0e+00,15,27,57,51 +23167022,7.26231e+04,61,7,2,1,0,0,1,0,0,0,0,0,1,1,1,1,1.1880173e+03,1.2215503e+04,2.2140523e+04,27,117,30,27 +17722237,8.04505e+04,48,5,4,1,0,1,0,0,0,0,0,1,0,0,1,1,1.3002666e+04,5.2558457e+03,0e+00,32,35,33,130 +28626213,0e+00,16,8,1,1,0,1,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +24539076,4.64922e+04,31,8,2,1,0,0,0,0,0,0,1,0,0,0,1,1,1.23338264e+02,2.3938016e+02,0e+00,39,25,26,37 +23177834,1.73013e+04,68,4,0,1,0,0,0,1,0,0,1,0,0,0,1,1,1.3217733e+03,2.433698e+03,0e+00,9,10,42,75 +25902947,3.7314e+03,30,6,1,1,0,0,0,0,1,0,0,1,0,0,1,1,8.0158105e+02,6.3687897e+02,0e+00,20,36,21,47 +25889514,6.9513e+03,56,3,0,1,1,0,0,0,0,0,1,0,0,0,1,1,1.3650629e+03,1.7394988e+04,0e+00,112,24,15,3 +25899660,3.93e+03,49,6,0,0,0,1,0,0,0,0,1,0,0,1,1,1,1.1870846e+03,5.51652e+02,7.178787e+02,29,21,30,38 +21809088,1.497912e+05,58,11,3,0,0,0,1,0,0,0,0,1,0,0,0,1,6.683765e+03,0e+00,0e+00,4,14,16,12 +23167821,1.11356e+04,58,4,2,1,0,0,1,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +17720521,5.03568e+04,44,10,7,0,0,0,0,0,0,0,0,0,0,1,1,1,4.859571e+03,1.3644142e+03,2.4705125e+02,29,40,23,27 +31338972,3.30211e+04,77,7,0,1,0,0,1,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +19084926,4.58346e+04,60,10,1,1,0,0,0,0,0,0,1,0,0,1,1,1,1.6532828e+03,6.0828577e+02,1.5806709e+03,7,37,49,70 +20449905,1.8465e+04,45,2,2,1,0,1,0,0,0,0,1,0,0,1,1,1,4.062712e+03,4.612249e+03,4.900501e+02,25,27,116,9 +16356444,1.734e+03,32,11,3,1,0,0,0,0,0,0,0,1,0,1,1,1,1.5671642e+02,2.5723857e+03,8.7459406e+02,18,4,8,104 +28623399,6.842e+03,34,4,3,1,1,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +14991185,1.00089e+04,30,9,2,0,0,0,0,0,0,0,1,0,0,1,1,1,1.7451334e+02,4.5279526e+02,3.8061453e+03,19,8,11,6 +16357752,1.76e+03,47,7,3,1,0,0,0,0,0,0,0,1,0,0,0,1,3.338856e+03,0e+00,0e+00,0,0,0,1 +13627020,1.9789e+04,40,10,1,0,0,0,0,0,0,0,1,0,0,1,1,0,0e+00,1.9453193e+03,3.2183185e+02,8,6,4,111 +14988798,9.2532e+04,59,9,2,0,1,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +21802720,2.30802e+04,26,8,1,1,0,1,0,0,0,0,1,0,0,0,1,0,0e+00,8.489159e+03,0e+00,0,0,0,99 +19086844,4.93318e+04,56,6,2,0,1,0,0,0,0,0,0,1,0,1,1,0,0e+00,1.0152102e+04,2.1198663e+02,27,29,25,22 +31358039,0e+00,16,1,0,1,0,0,0,1,0,0,1,0,0,0,1,1,5.212181e+02,2.5198132e+02,0e+00,38,42,9,99 +14990899,2.7698e+04,58,8,3,1,0,0,0,0,0,0,0,0,1,1,1,1,2.4178426e+02,9.953561e+03,1.9088123e+02,32,32,32,21 +24528798,2.33892e+04,28,5,3,1,0,1,0,0,0,0,0,0,0,1,1,0,0e+00,4.0512213e+02,8.1100716e+01,4,108,5,9 +19077954,1.81916e+04,27,6,2,1,0,1,0,0,0,0,0,0,0,1,1,0,0e+00,1.0745782e+03,1.0123007e+02,4,108,5,9 +31345780,0e+00,15,7,0,1,0,1,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,4.43759e+03,10,11,10,9 +19083092,1.34708e+04,47,7,2,0,0,0,0,0,0,0,0,1,0,1,1,1,2.2977947e+03,6.2794684e+02,3.898651e+02,110,32,17,16 +29985802,4.76454e+04,54,14,0,1,0,0,0,0,1,0,1,0,0,1,1,1,4.4273594e+03,4.7637634e+02,4.5373938e+02,26,25,73,63 +28613466,2.1052e+03,36,6,1,1,0,0,0,1,0,0,0,1,0,1,1,1,1.4522113e+03,1.2893684e+03,1.3578468e+02,30,28,21,130 +16351308,4.051e+02,82,11,3,1,0,0,0,0,0,0,0,1,0,1,1,1,2.1317454e+03,1.7684712e+03,1.806215e+02,20,22,12,120 +31347229,0e+00,15,7,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +16351596,2.2718e+03,31,7,5,1,0,0,0,1,0,0,0,1,0,1,1,1,8.035539e+02,2.6728616e+03,4.9612137e+01,26,28,26,126 +17719234,6.09492e+04,32,7,4,0,1,0,0,0,0,0,0,1,0,1,1,1,3.6877063e+03,3.762787e+03,2.2179691e+04,24,24,70,83 +31341111,6.42758e+04,39,8,0,1,0,1,0,0,0,0,1,0,0,0,1,1,1.2625e+00,2.6839264e+02,0e+00,20,18,19,22 +19085948,3.61606e+04,30,9,1,1,0,0,0,0,0,0,1,0,0,0,1,1,3.353434e+02,3.8162534e+02,0e+00,39,25,26,37 +24539688,3.26592e+04,30,5,2,1,0,0,0,0,0,0,1,0,0,1,1,1,3.5687323e+02,7.88836e+02,1.5084528e+02,13,19,72,44 +23170694,0e+00,20,8,0,1,0,0,1,0,0,0,1,0,0,1,0,0,0e+00,0e+00,1.2459105e+04,10,10,10,10 +24534954,9.91098e+04,32,0,2,0,0,0,0,0,0,0,1,0,0,0,0,1,1.03409e+03,0e+00,0e+00,9,3,6,0 +31359787,0e+00,17,2,0,1,0,0,0,0,0,0,1,0,0,1,1,0,0e+00,3.4386264e+02,8.023205e+02,105,4,13,3 +19078850,1.69008e+04,70,10,1,1,0,0,0,0,0,0,0,1,0,0,0,1,3.232409e+03,0e+00,0e+00,7,13,6,7 +13634080,3.6603e+04,66,6,1,0,0,0,0,1,0,0,0,1,0,1,1,1,1.8647188e+03,3.1197406e+02,1.0787758e+03,17,18,14,113 +24535242,2.088e+04,20,3,2,0,0,0,1,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +20450145,0e+00,20,2,2,0,0,0,0,0,1,0,1,0,0,1,0,0,0e+00,0e+00,1.1869329e+04,14,11,11,5 +21811984,1.60901e+05,52,5,3,1,0,1,0,0,0,0,0,1,0,0,1,1,6.3853423e+03,2.5145583e+03,0e+00,32,35,33,130 +23172717,3.75611e+04,45,1,0,1,0,0,0,0,1,0,0,0,1,1,0,1,4.7120103e+03,0e+00,6.451493e+03,31,21,6,3 +13633020,5.0704e+04,56,6,2,0,0,1,0,0,0,0,0,1,0,0,1,1,3.289641e+02,2.5699404e+04,0e+00,0,0,26,84 +24527700,3.20472e+04,23,0,3,0,0,0,0,1,0,0,0,1,0,1,0,1,3.8482758e+02,0e+00,2.7573587e+02,38,8,9,3 +17720014,1.25086e+04,42,9,3,0,0,0,0,0,0,0,0,1,0,1,1,1,4.8879277e+03,1.251675e+03,3.1342154e+02,110,32,17,16 +27261400,1.1616e+04,19,3,0,1,0,0,1,0,0,0,1,0,0,1,1,1,4.615191e+03,9.7705817e+02,1.968683e+03,16,16,19,20 +13628530,2.6505e+04,51,1,2,1,0,0,0,0,0,0,0,1,0,1,1,1,8.3323706e+02,1.0496724e+04,9.2095154e+02,67,64,8,6 +16360236,8.3647e+03,61,9,3,0,0,0,1,0,0,0,1,0,0,1,1,1,1.3281738e+03,3.0731172e+03,5.109004e+02,17,20,16,141 +14993429,0e+00,17,9,2,1,0,0,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +13629470,8.048e+03,27,6,1,0,0,1,0,0,0,0,1,0,0,0,0,1,4.5e+03,0e+00,0e+00,12,0,0,0 +24532308,6.6015e+04,38,6,4,0,0,1,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +19085500,5.56556e+04,58,8,3,0,0,1,0,0,0,0,0,1,0,0,1,0,0e+00,1.976406e+03,0e+00,0,0,0,99 +21805008,4.07784e+04,53,6,3,1,0,0,1,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +13630820,3.6464e+04,33,3,1,0,0,0,0,0,1,0,1,0,0,0,1,1,1.3992567e+03,8.269127e+03,0e+00,35,25,40,25 +23168433,1.56207e+04,49,5,0,1,0,0,0,0,0,0,1,0,0,0,1,1,1.144185e+03,1.17425446e+02,0e+00,23,15,20,115 +20446050,8.712e+03,24,3,2,1,0,0,1,0,0,0,1,0,0,1,1,1,2.818641e+03,5.7367206e+02,1.1016553e+03,16,16,19,20 +23172122,2.3004e+03,69,2,0,0,0,1,0,0,0,0,1,0,0,0,1,0,0e+00,3.99483e+02,0e+00,0,0,0,70 +21812064,3.46242e+04,19,7,1,1,0,0,1,0,0,0,1,0,0,1,1,1,1.1343513e+03,1.0609117e+03,3.7724103e+02,12,16,14,111 +27266460,1.15764e+05,39,11,0,1,0,0,0,0,0,0,1,0,0,0,1,1,1.754946e+04,6.5417273e+04,0e+00,22,28,36,51 +19075952,0e+00,17,2,1,0,0,1,0,0,0,0,1,0,0,1,1,1,0e+00,5.247303e+03,4.5721014e+02,91,23,6,9 +25895670,0e+00,22,4,0,0,0,0,0,0,1,0,1,0,0,1,0,1,5.472684e+02,0e+00,2.9929697e+03,5,3,5,12 +27255160,2.3964e+04,33,5,0,1,0,0,0,0,0,0,1,0,0,0,1,0,0e+00,2.0683691e+04,0e+00,0,0,6,93 +23178446,1.8772e+03,28,3,1,0,0,0,0,0,1,0,0,1,0,1,1,1,8.7756946e+02,5.209644e+02,8.074983e+01,30,20,112,18 +16351836,6.6446e+03,50,10,5,1,0,0,0,0,1,0,0,1,0,0,1,1,6.0970917e+02,2.150618e+03,0e+00,30,2,0,99 +27266700,5.614e+03,54,4,0,1,0,0,0,0,0,0,0,1,0,0,1,1,2.2332605e+03,1.0777053e+03,0e+00,16,109,14,10 +25890103,4.5549e+03,50,7,0,1,0,0,0,0,0,0,1,0,0,1,1,1,6.716667e+02,1.1419403e+03,2.2474348e+02,13,105,22,4 +19085780,0e+00,17,2,1,0,0,0,0,0,1,0,1,0,0,1,1,0,0e+00,2.473454e+02,7.4907153e+02,38,3,3,102 +16358976,1.5023e+03,68,8,3,0,0,0,0,0,0,1,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +23171527,3.73048e+04,40,6,3,0,0,1,0,0,0,0,0,0,0,0,1,0,0e+00,6.658899e+03,0e+00,0,0,0,99 +25898444,8.9458e+03,48,5,1,1,0,0,0,1,0,0,0,1,0,0,1,1,9.547809e+03,3.0933154e+03,0e+00,45,36,42,16 +27264460,4.8736e+04,33,5,3,1,0,0,0,0,0,0,0,1,0,1,1,1,2.1749385e+03,2.9417115e+04,4.9861094e+03,9,20,21,110 +21803456,9.55786e+04,55,8,2,0,0,0,0,1,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +24535692,2.02392e+04,74,2,2,1,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +23174791,1.73013e+04,38,4,3,1,0,0,0,0,0,0,0,1,0,1,1,1,6.2351227e+02,6.6320337e+03,1.4784475e+03,9,20,21,110 +21808272,0e+00,16,4,1,0,0,1,0,0,0,0,1,0,0,1,1,1,3.4548386e+02,4.5355684e+03,1.1813564e+03,23,24,26,113 +13627630,2.1198e+04,51,1,2,1,0,1,0,0,0,0,0,1,0,0,1,1,1.9636363e+02,4.2372363e+02,0e+00,48,53,6,3 +23168637,0e+00,18,6,0,1,0,1,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +28633206,8.3878e+03,42,2,6,1,0,0,0,0,0,0,0,0,0,0,0,1,-2e+01,0e+00,0e+00,38,0,0,0 +21801008,3.82486e+04,73,6,1,0,0,0,1,0,0,0,0,1,0,0,1,1,2.1857143e+02,2.9001729e+03,0e+00,17,10,0,99 +23174774,3.8738e+03,68,4,0,0,0,1,0,0,0,0,0,0,0,0,1,1,1.2047949e+03,1.7621129e+03,0e+00,120,9,15,14 +19086802,0e+00,16,1,1,0,0,0,0,0,1,0,1,0,0,1,0,0,0e+00,0e+00,9.076713e+03,14,11,11,5 +24539976,1.047906e+05,57,3,4,1,0,0,0,0,0,0,0,1,0,0,0,1,3.72583e+03,0e+00,0e+00,6,6,5,5 +16356036,1.6733e+03,71,11,3,0,0,0,0,1,0,0,0,1,0,0,1,0,0e+00,5.56122e+02,0e+00,0,0,0,99 +25897323,0e+00,21,3,0,0,0,1,0,0,0,0,1,0,0,1,1,1,1.05e+03,6.6975415e+03,2.328229e+03,23,24,26,113 +23163945,1.9946e+04,74,10,0,0,0,0,1,0,0,0,0,1,0,0,1,0,0e+00,9.47953e+02,0e+00,0,0,0,99 +31349391,0e+00,16,1,0,0,0,1,0,0,0,0,1,0,0,1,1,1,3.7291934e+02,1.5664674e+03,6.468865e+02,23,24,26,113 +21807488,4.4486e+04,68,11,1,1,0,0,0,0,1,0,1,0,0,1,1,0,0e+00,6.675985e+02,6.0403687e+02,10,5,9,100 +13625310,4.4742e+04,32,2,3,1,0,0,1,0,0,0,0,1,0,0,1,1,3.354042e+03,1.5998507e+04,0e+00,7,7,12,105 +21808144,2.48521e+05,53,6,2,0,0,0,0,0,0,0,0,1,0,0,1,0,0e+00,4.8621504e+04,0e+00,12,22,8,3 +20445840,3.663e+03,24,3,2,1,0,0,0,0,0,0,1,0,0,0,0,1,5.008611e+03,0e+00,0e+00,12,6,4,12 +24526026,3.47076e+04,42,0,6,0,0,1,0,0,0,0,0,0,0,1,1,1,6.4695656e+01,1.727715e+03,1.9830565e+02,49,77,6,6 +17724967,1.55272e+04,36,3,3,0,0,0,0,0,0,0,0,1,0,0,0,1,6.69e+03,0e+00,0e+00,29,0,0,0 +16351020,5.8995e+03,72,12,3,0,0,0,1,0,0,0,0,1,0,0,1,0,0e+00,8.28603e+02,0e+00,0,0,0,99 +31347942,9.96291e+04,30,0,3,1,0,1,0,0,0,0,0,1,0,0,1,1,4.083446e+02,4.0895168e+03,0e+00,112,18,10,3 +23162517,4.63964e+04,63,9,2,1,0,1,0,0,0,0,0,1,0,0,1,1,4.5809125e+02,3.296119e+02,0e+00,21,15,28,25 +23165169,1.98417e+04,44,9,0,1,0,1,0,0,0,0,1,0,0,0,1,1,2.375e-01,2.3306087e+02,0e+00,20,18,19,22 +14994243,3.31793e+04,40,3,5,0,0,1,0,0,0,0,0,1,0,1,0,1,1.896942e+03,0e+00,3.4652896e+03,19,4,3,3 +17723602,1.64073e+04,62,9,2,1,0,0,0,1,0,0,0,0,0,1,1,1,5.5962886e+03,3.5083506e+03,7.4286646e+02,30,27,11,115 +19086396,1.5925e+04,27,6,2,0,0,0,0,0,1,0,0,1,0,0,1,1,1.9051956e+03,2.4294126e+03,0e+00,17,31,45,70 +19078360,3.801e+03,62,2,1,0,0,0,0,0,0,0,0,1,0,1,1,1,2.5647598e+03,2.3029736e+03,3.4108925e+01,50,55,17,13 +19084604,0e+00,16,1,1,0,0,0,0,0,0,1,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +31338558,2.30575e+04,35,5,0,1,0,0,0,1,0,0,0,1,0,1,1,1,1.5008429e+03,1.3466842e+03,1.5083733e+02,30,28,21,130 +29994448,1.202234e+05,53,13,0,0,0,0,0,0,1,0,1,0,0,1,1,1,8.59373e+03,4.6334316e+03,4.0026624e+03,16,17,30,113 +27263440,1.8612e+05,50,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +21800928,0e+00,15,10,1,0,0,1,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +28626087,4.3827e+03,49,9,6,1,0,1,0,0,0,0,0,1,0,1,1,1,8.62059e+01,2.7996442e+02,6.5122424e+02,29,18,19,117 +17723966,1.75461e+04,57,4,2,1,0,0,0,0,0,0,0,1,0,1,1,1,5.0490567e+02,1.237815e+04,1.9137373e+02,16,12,114,17 +14995585,2.84097e+04,77,7,2,1,0,0,0,0,0,0,0,1,0,0,1,0,0e+00,1.0718008e+04,0e+00,0,0,0,99 +27254180,1.1962e+04,74,6,0,1,0,1,0,0,0,0,0,1,0,1,1,1,1.5197041e+03,8.610329e+03,1.533933e+03,43,20,55,76 +25896259,1.046e+03,23,5,0,1,0,0,0,0,0,0,1,0,0,0,1,1,1.8674822e+03,8.17809e+03,0e+00,19,13,13,109 +23177035,9.2918e+03,27,2,0,0,0,0,0,0,0,0,0,1,0,1,0,1,2.3424011e+03,0e+00,3.0875496e+03,19,13,22,13 +13626860,1.9019e+04,71,1,1,1,0,0,0,0,0,0,0,0,0,1,1,1,5.973042e+01,4.858844e+02,1.7684598e+02,66,61,10,6 +29984988,9.52974e+04,35,5,3,1,0,1,0,0,0,0,0,1,0,0,1,1,3.433136e+03,6.0930054e+03,0e+00,112,18,10,3 +25899546,3.7326e+03,44,8,2,0,0,1,0,0,0,0,0,1,0,0,1,0,0e+00,7.3386e+02,0e+00,1,7,12,2 +19084884,5.88434e+04,33,3,1,1,0,1,0,0,0,0,1,0,0,0,0,1,2.2510846e+04,0e+00,0e+00,29,0,0,0 +19081748,0e+00,16,8,1,1,0,0,1,0,0,0,1,0,0,1,0,0,0e+00,0e+00,1.6620871e+04,10,10,10,10 +29982744,7.41532e+04,61,11,1,0,0,0,0,0,0,0,0,1,0,0,1,1,3.4789531e+03,3.6085132e+03,0e+00,6,7,26,85 +13626740,0e+00,17,2,1,0,0,0,0,0,1,0,1,0,0,1,1,0,0e+00,5.7880874e+03,3.9082436e+01,0,0,103,12 +13633750,1.1004e+04,73,3,1,1,0,0,0,0,0,0,0,1,0,0,1,0,0e+00,1.313155e+03,0e+00,0,0,0,99 +14987797,1.93842e+04,46,3,2,0,0,1,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +28621950,2.5064e+03,61,1,1,1,0,0,0,0,0,0,0,1,0,1,1,1,5.79527e+01,8.302432e+00,1.2392725e+03,19,8,7,3 +29986044,8.9749e+04,71,11,0,1,0,0,0,1,0,0,0,1,0,0,1,1,1.613374e+04,4.203632e+03,0e+00,39,43,30,142 +14996201,3.83405e+04,42,2,4,0,0,0,0,0,1,0,0,0,0,1,1,1,7.878195e+03,5.8324424e+03,5.2626263e+02,130,28,17,9 +24542748,7.18956e+04,43,1,7,1,0,0,0,0,0,0,0,0,0,0,0,1,1.16e+02,0e+00,0e+00,38,0,0,0 +23165985,1.96208e+04,45,1,2,1,0,0,0,0,0,0,0,0,0,1,1,1,3.7435312e+02,2.0190856e+03,8.047158e+02,38,22,74,50 +16355916,4.3474e+03,33,3,4,1,0,0,0,0,0,0,0,0,1,1,1,0,0e+00,7.2772695e+03,3.029421e+02,15,45,67,10 +21804272,0e+00,17,5,1,1,0,0,1,0,0,0,1,0,0,1,1,1,8.353708e+01,5.4586633e+02,3.005343e+02,23,23,21,104 +21809536,3.13872e+04,67,10,1,0,0,0,0,1,0,0,0,1,0,0,0,1,1.223885e+03,0e+00,0e+00,0,0,2,3 +24526962,3.4722e+03,81,8,2,1,0,0,0,0,0,0,0,1,0,1,1,1,1.2368223e+03,1.533163e+03,1.6458505e+02,20,22,12,120 +20450025,4.2105e+03,59,4,2,1,0,0,0,0,0,0,0,1,0,0,1,1,1.5025771e+03,5.229692e+02,0e+00,16,109,14,10 +21810720,0e+00,17,5,1,1,0,0,1,0,0,0,1,0,0,0,1,1,1.4893989e+03,5.6793374e+03,0e+00,17,48,51,38 +13631020,1.8183e+04,34,4,4,1,0,1,0,0,0,0,0,1,0,0,0,1,4.5e+03,0e+00,0e+00,17,0,0,0 +24532794,3.56814e+04,57,5,3,0,0,0,0,0,0,0,0,1,0,1,1,1,4.5389038e+02,2.7686795e+02,5.241522e+01,15,22,58,66 +13628820,4.4071e+04,40,10,4,1,0,0,1,0,0,0,0,1,0,0,1,1,4.7333453e+02,5.4907983e+02,0e+00,29,29,14,31 +21812144,1.9071e+04,28,10,2,0,0,1,0,0,0,0,0,1,0,0,0,1,1.534181e+03,0e+00,0e+00,17,15,10,13 +29983844,4.1272e+04,53,10,0,1,0,0,0,1,0,0,1,0,0,1,1,1,1.2067754e+03,5.9671063e+02,1.9433986e+03,20,23,38,111 +13632530,3.9291e+04,59,9,2,1,0,0,1,0,0,0,0,0,0,1,1,1,3.676255e+03,8.379813e+03,1.3655465e+03,26,47,55,48 +19076974,4.7866e+03,29,8,1,1,0,0,0,0,0,1,1,0,0,1,1,1,4.4526883e+02,5.77218e+03,9.299806e+01,25,21,25,21 +27250180,6.186e+03,82,4,0,0,0,0,0,0,0,0,0,1,0,1,1,1,2.310564e+03,5.7746484e+02,6.447394e+02,0,2,56,170 +25893447,2.98e+03,58,5,2,1,0,0,1,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +25890217,1.2076e+03,23,5,0,1,0,0,0,1,0,0,1,0,0,1,1,1,2.093665e+03,1.4505752e+04,3.838446e+02,13,23,25,34 +17715425,8.96129e+04,48,5,3,0,0,0,0,0,0,0,0,0,1,1,1,1,1.0946937e+03,1.4431295e+04,1.9208422e+04,25,17,14,106 +16358364,4.0085e+03,55,5,5,1,0,1,0,0,0,0,0,1,0,1,1,1,4.453544e+02,2.0778313e+03,1.0502619e+02,36,33,54,47 +27261520,9.4166e+04,43,5,1,1,0,0,0,1,0,0,0,1,0,0,1,1,1.5160333e+04,4.855567e+03,0e+00,45,36,42,16 +20444580,8.85705e+04,60,7,2,0,0,0,0,0,1,0,1,0,0,1,0,1,4.29414e+03,0e+00,2.4032024e+03,10,9,15,14 +27268900,1.1836e+04,29,10,1,0,0,1,0,0,0,0,0,1,0,1,0,0,0e+00,0e+00,9.041003e+03,6,8,8,9 +17718506,3.7154e+03,79,6,2,0,0,1,0,0,0,0,0,0,0,0,1,1,6.7676953e+02,1.4983562e+03,0e+00,20,16,17,116 +16350564,6.3867e+03,40,6,3,0,0,0,0,1,0,0,0,1,0,0,0,1,2.000292e+03,0e+00,0e+00,26,22,17,0 +28627557,3.302e+03,42,2,1,1,0,1,0,0,0,0,1,0,0,0,1,1,6.589017e+02,1.5376993e+03,0e+00,19,16,70,72 +23175998,2.09706e+04,48,4,0,1,0,1,0,0,0,0,0,1,0,1,0,1,6.0116553e+03,0e+00,1.2108503e+03,22,3,3,3 +14992670,3.33036e+04,47,3,2,1,0,1,0,0,0,0,1,0,0,1,1,0,0e+00,2.816108e+03,3.7043195e+02,16,14,17,14 +23167838,0e+00,21,2,0,0,0,0,1,0,0,0,1,0,0,0,1,1,5.0221185e+02,1.9914764e+03,0e+00,8,11,11,88 +27268780,8.368e+03,27,8,1,1,0,0,0,0,1,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +16355304,3.6046e+03,41,9,5,0,0,0,0,0,1,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +16355424,1.6029e+03,56,6,3,1,0,0,0,0,0,0,0,1,0,1,1,1,2.0783623e+03,1.3218962e+03,2.0546356e+01,26,27,35,24 +19082644,1.30298e+04,42,2,1,1,0,1,0,0,0,0,1,0,0,1,1,0,0e+00,6.5033125e+03,4.5295093e+02,4,6,49,61 +25890122,1.3315e+03,45,2,1,1,0,1,0,0,0,0,0,0,0,0,1,0,0e+00,5.66145e+02,0e+00,18,10,19,10 +28619094,0e+00,17,2,1,0,0,0,1,0,0,0,1,0,0,0,1,1,1.5779662e+02,8.0228595e+02,0e+00,8,11,11,88 +14988996,1.1275e+04,71,11,2,0,0,0,0,0,0,0,1,0,0,0,1,1,2.5668823e+03,3.2445483e+03,0e+00,17,37,56,48 +17723537,9.9021e+03,39,6,4,0,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +23173975,0e+00,21,2,0,1,0,1,0,0,0,0,1,0,0,0,1,1,2.709833e+03,2.1248523e+02,0e+00,29,18,19,121 +27263720,0e+00,15,2,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +19076932,9.8112e+03,41,1,2,1,0,1,0,0,0,0,0,0,0,0,1,0,0e+00,1.76134e+02,0e+00,18,10,19,10 +31357648,5.49309e+04,75,5,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0e+00,0e+00,1.79052e+03,12,5,12,7 +23171306,3.32876e+04,41,5,2,0,1,0,0,0,0,0,0,1,0,1,1,1,2.299277e+03,3.0216528e+03,9.770669e+03,24,24,70,83 +31352611,1.660462e+05,32,2,0,0,0,0,0,0,1,0,1,0,0,0,1,0,0e+00,9.96778e+03,0e+00,90,3,3,3 +31343618,2.352578e+05,56,6,2,1,0,0,1,0,0,0,0,0,1,1,1,1,1.1973706e+03,7.7463955e+03,9.272482e+03,27,117,30,27 +13632490,6.1885e+04,53,3,3,1,0,1,0,0,0,0,0,1,0,0,1,1,1.0730136e+04,6.349734e+03,0e+00,32,35,33,130 +23173142,4.17118e+04,55,1,2,1,0,0,0,0,0,0,0,1,0,1,1,1,2.1474941e+03,9.206163e+03,1.9909286e+03,24,113,24,11 +16359096,1.891e+03,29,8,4,1,0,1,0,0,0,0,0,1,0,1,1,0,0e+00,1.496157e+02,9.476544e+02,9,7,15,49 +28627578,4.5457e+03,50,7,1,1,0,1,0,0,0,0,1,0,0,0,1,1,7.4389667e+02,1.7948926e+03,0e+00,14,20,117,24 +24525738,4.02516e+04,65,3,2,0,0,0,1,0,0,0,0,1,0,0,0,1,2.20996e+03,0e+00,0e+00,22,22,3,1 +25905094,7.0653e+03,41,8,0,0,0,0,0,0,0,0,1,0,0,0,1,1,5.490684e+03,1.6550176e+04,0e+00,48,10,8,14 +20450835,2.721e+03,23,5,2,1,0,0,0,0,0,0,1,0,0,1,1,0,0e+00,6.185492e+03,7.749881e+02,10,8,11,107 +24524964,1.77282e+04,62,0,2,1,0,0,0,1,0,0,0,1,0,1,1,0,0e+00,4.315726e+02,8.169322e+02,23,12,20,14 +19086886,1.06638e+04,44,4,3,0,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +17723173,4.30469e+04,51,8,2,0,0,0,0,0,0,0,0,1,0,1,1,1,3.9853564e+03,4.0080881e+03,6.501443e+02,23,19,24,117 +19082966,1.624e+04,19,4,1,0,0,0,1,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +23175403,5.2078e+03,33,8,1,0,0,1,0,0,0,0,0,1,0,0,0,1,1.435909e+03,0e+00,0e+00,17,15,10,13 +14990811,1.37335e+04,26,5,4,0,0,0,0,0,0,0,0,0,0,0,1,1,1.9222192e+02,6.063225e+02,0e+00,86,7,7,11 +21809328,5.8968e+04,64,7,1,0,0,0,0,0,0,0,1,0,0,1,1,1,2.5032965e+02,1.8398535e+03,4.3506074e+03,23,25,53,73 +20452305,0e+00,18,7,2,0,0,0,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +16355952,4.9037e+03,54,4,5,1,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +28631673,1.9207e+03,81,1,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0e+00,2.5358e+02,0e+00,19,67,13,0 +27268820,1.4338e+04,39,11,0,1,1,0,0,0,0,0,1,0,0,1,1,1,1.557986e+03,1.034499e+03,7.9003217e+02,9,19,44,97 +21814144,1.420822e+05,48,11,1,0,0,0,0,0,1,0,1,0,0,1,1,1,7.040209e+03,1.2901638e+04,7.4901624e+02,16,17,30,113 +29976012,2.2055e+04,40,10,0,1,0,0,0,1,0,0,0,1,0,1,1,1,5.762482e+03,1.7501874e+03,1.1383683e+03,30,28,21,130 +27269680,2.0488e+04,52,4,0,1,0,0,0,0,0,0,1,0,0,0,1,1,2.509491e+03,1.4061888e+04,0e+00,11,11,91,25 +29980786,4.66356e+04,55,5,1,1,0,1,0,0,0,0,0,1,0,0,1,1,3.970909e+02,2.5816147e+02,0e+00,48,53,6,3 +16351224,6.6142e+03,28,7,4,1,0,1,0,0,0,0,0,0,1,1,1,1,2.9427458e+03,8.842096e+02,1.453554e+03,32,29,33,111 +23178072,1.0486e+04,36,2,3,1,0,1,0,0,0,0,0,1,0,0,1,0,0e+00,2.47848e+02,0e+00,98,0,0,0 +19085290,3.61578e+04,76,6,1,1,0,0,0,0,0,0,0,1,0,0,1,0,0e+00,8.420027e+03,0e+00,0,0,0,99 +14997444,0e+00,19,4,2,0,0,0,0,0,0,1,1,0,0,1,1,0,0e+00,3.396414e+03,7.28932e+02,98,23,7,4 +29994690,3.08242e+04,34,13,2,1,1,0,0,0,0,0,0,0,1,1,1,1,2.1325632e+03,1.1690972e+04,1.1802485e+02,7,19,63,52 +14989084,3.7081e+03,21,6,2,1,0,0,0,1,0,0,1,0,0,1,1,1,8.210604e+02,1.2877936e+03,1.5596e+02,24,8,19,18 +17721808,1.72133e+04,14,6,2,1,0,0,0,1,0,0,1,0,0,1,1,1,1.1447288e+03,8.771633e+03,2.3475296e+02,33,20,9,120 +16359300,3.7323e+03,40,10,6,1,0,0,0,0,0,0,0,1,0,0,1,1,8.2318304e+02,2.3246881e+02,0e+00,15,17,16,111 +13630860,0e+00,17,2,1,1,0,0,0,0,0,0,1,0,0,1,0,1,2.958063e+03,0e+00,2.4501064e+03,15,18,11,10 +16360032,7.12e+03,55,5,3,0,0,0,0,0,0,0,0,1,0,1,1,0,0e+00,4.0431277e+03,1.5666385e+02,8,12,7,111 +28630434,2.6504e+03,67,7,1,1,0,0,0,1,0,0,0,0,0,1,1,1,1.3702345e+03,5.8110297e+02,2.7226666e+02,30,27,11,115 +24541848,1.0989e+04,28,5,3,1,0,0,0,0,0,0,0,1,0,0,1,0,0e+00,7.2204e+02,0e+00,0,0,0,99 +20439135,2.8935e+03,84,10,2,1,0,0,0,0,0,0,0,1,0,1,1,1,5.0809097e+03,3.9823416e+03,4.0969815e+02,20,22,12,120 +27253040,4.149e+04,46,3,2,0,0,0,0,0,1,0,0,1,0,0,1,0,0e+00,2.369878e+03,0e+00,90,3,3,3 +20445045,1.1952e+04,73,10,2,0,0,0,0,1,0,0,0,1,0,0,1,0,0e+00,1.317747e+03,0e+00,0,0,0,99 +31337132,2.31219e+04,42,2,0,1,0,0,0,0,0,0,1,0,0,1,1,1,5.1455884e+02,1.4875306e+03,4.2669354e+02,27,20,27,113 +20440725,2.6625e+04,61,8,3,1,0,0,0,1,0,0,0,1,0,1,1,1,1.8304419e+03,5.110811e+03,1.6791052e+02,22,21,19,115 +19087292,4.44248e+04,36,6,4,0,0,1,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +14988512,7.15264e+04,45,5,2,1,0,0,0,0,0,1,0,1,0,0,1,1,1.2175476e+03,2.6786982e+03,0e+00,5,7,58,57 +13628370,2.2322e+04,51,1,1,0,1,0,0,0,0,0,0,1,0,1,1,1,5.657143e+02,5.449824e+03,4.9620178e+02,92,27,12,9 +31358016,0e+00,17,2,0,1,0,0,0,1,0,0,1,0,0,1,1,1,4.094898e+02,1.8482539e+03,6.948308e+01,16,11,57,72 +16354116,5.7336e+03,62,12,4,1,0,0,0,0,0,0,0,0,1,1,1,0,0e+00,1.0225092e+04,1.5813542e+02,5,4,7,107 +13634570,8.6744e+04,58,8,1,0,0,0,0,0,0,0,0,1,0,1,1,1,8.858484e+03,1.5817981e+04,1.903836e+03,34,41,59,46 +17718311,1.04624e+04,22,8,2,0,0,1,0,0,0,0,1,0,0,0,0,1,2.23e+03,0e+00,0e+00,12,0,0,0 +28621908,6.0614e+03,60,10,2,0,0,1,0,0,0,0,0,0,0,0,1,1,7.0405676e+02,2.876906e+03,0e+00,11,9,39,87 +29986946,4.5848e+04,47,7,1,0,0,0,0,0,0,0,0,1,0,1,1,1,3.1582615e+03,5.537176e+03,2.3512664e+03,19,24,31,127 +25902377,4.369e+03,26,2,0,1,0,0,0,1,0,0,1,0,0,1,1,1,6.7272107e+02,4.0774463e+02,9.767796e+01,25,42,77,3 +17723745,5.36393e+04,30,7,5,0,0,0,0,1,0,0,0,1,0,0,1,1,8.8286066e+02,2.9245508e+04,0e+00,14,9,0,99 +16350120,2.268e+03,92,12,3,1,0,0,0,0,0,0,0,1,0,0,1,0,0e+00,3.842052e+03,0e+00,23,26,23,23 +14994815,1.68311e+04,71,9,2,0,0,0,0,0,0,0,0,1,0,1,1,1,9.086249e+02,2.5192893e+03,9.458403e+01,18,17,31,120 +31344998,0e+00,15,0,0,1,0,1,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,6.6465e+02,15,3,3,3 +24535404,1.73196e+04,48,6,3,0,0,0,0,0,0,0,0,1,0,1,1,1,1.0423657e+03,3.3105035e+02,1.2482823e+02,110,32,17,16 +25892326,2.31e+03,40,7,3,1,0,1,0,0,0,0,0,0,0,1,1,1,3.9361763e+01,8.709535e+03,3.2402383e+02,39,24,40,33 +27264740,1.14448e+05,35,7,2,0,0,0,0,0,1,0,0,1,0,1,1,1,5.32863e+02,4.698218e+04,1.1267931e+03,29,24,29,30 +13627920,3.158e+03,81,1,1,0,0,0,0,1,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +27269880,5.3696e+04,67,3,0,1,0,0,0,0,1,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +14991471,0e+00,15,7,2,1,0,1,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +16355220,0e+00,18,3,3,0,0,0,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +29976056,9.80188e+04,64,14,2,1,0,0,0,1,0,0,0,0,0,1,1,1,1.3707428e+03,8.774965e+03,2.3339964e+02,11,35,55,32 +17721886,7.0928e+03,59,6,2,0,0,1,0,0,0,0,0,0,0,0,1,1,1.0773624e+03,1.8990837e+03,0e+00,120,9,15,14 +20449575,3.55965e+04,27,3,2,0,1,0,0,0,0,0,0,1,0,0,1,0,0e+00,1.014324e+03,0e+00,0,0,61,38 +20441880,4.737e+03,85,2,2,0,0,0,0,1,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +24534054,1.43424e+04,70,8,2,0,0,0,0,1,0,0,0,1,0,0,1,0,0e+00,4.4649e+02,0e+00,0,0,0,99 +31342882,7.5923e+04,55,5,0,1,0,0,0,0,0,0,0,1,0,1,1,0,0e+00,2.7426544e+02,6.199709e+02,0,1,3,7 +17719026,5.30335e+04,62,9,2,1,0,0,0,1,0,0,0,1,0,0,1,1,1.0454767e+04,1.9190297e+03,0e+00,39,43,30,142 +13634690,0e+00,18,3,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0e+00,9.5483124e+02,2.4044595e+03,105,4,13,3 +23177851,2.65284e+04,57,3,1,1,0,0,0,0,0,1,0,0,0,1,1,1,6.9517645e+02,4.325949e+03,9.4404297e+02,28,3,14,91 +13626820,2.904e+04,33,3,2,0,0,1,0,0,0,0,0,1,0,1,1,0,0e+00,7.769053e+03,2.420908e+02,21,22,14,20 +25902396,6.9567e+03,43,7,1,0,0,0,0,0,0,0,0,0,0,1,1,1,1.4938655e+03,2.8605742e+03,1.7101239e+03,14,6,51,96 +24534180,7.9632e+03,20,3,2,0,0,0,0,0,0,0,1,0,0,1,1,1,2.1163467e+02,1.104132e+03,1.6349466e+02,15,16,53,81 +21803168,1.290198e+05,55,8,2,1,0,0,0,0,1,0,0,0,0,1,1,1,2.1603074e+03,1.0709587e+04,1.0485365e+03,11,7,10,155 +19078808,1.74384e+04,32,2,3,0,0,0,1,0,0,0,0,1,0,0,1,0,0e+00,5.864856e+03,0e+00,0,0,0,99 +13630940,1.1244e+04,73,3,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +25899565,3.4865e+03,43,7,2,1,0,1,0,0,0,0,0,1,0,1,0,1,1.2825847e+04,0e+00,5.6620306e+02,10,9,10,7 +29975154,0e+00,22,7,0,1,0,1,0,0,0,0,1,0,0,0,1,0,0e+00,1.0270286e+04,0e+00,0,0,44,55 +29981930,0e+00,22,7,0,0,0,0,1,0,0,0,1,0,0,1,1,1,1.2551724e+03,7.1601895e+03,6.866656e+02,37,3,3,102 +25905778,1.804e+03,30,6,2,1,0,0,0,0,0,0,0,0,1,1,1,1,1.0267103e+04,5.0064126e+03,2.0411425e+03,25,24,23,18 +16356852,3.286e+02,85,5,3,1,0,0,0,0,1,0,0,1,0,1,1,1,1.6220004e+02,2.0362914e+03,7.744834e+02,13,48,58,51 +16350084,0e+00,20,5,3,1,0,1,0,0,0,0,1,0,0,0,1,0,0e+00,2.689128e+03,0e+00,0,0,44,55 +13632040,2.3294e+04,52,2,2,1,0,0,1,0,0,0,0,1,0,0,0,1,5.4e+03,0e+00,0e+00,21,13,0,0 +21801904,8.35952e+04,32,5,1,1,0,0,0,0,1,0,0,1,0,1,1,1,1.072033e+02,1.1844754e+04,4.8878732e+02,8,37,30,37 +27261600,0e+00,13,7,0,1,0,0,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,7.126293e+03,4,6,8,3 +29981512,4.10586e+04,44,14,3,0,0,0,0,0,0,0,0,1,0,1,1,0,0e+00,9.162688e+02,6.8879556e+03,9,9,7,9 +23177647,1.11782e+04,55,1,2,1,0,0,0,1,0,0,0,1,0,0,1,0,0e+00,3.07241e+02,0e+00,0,0,51,48 +14996157,2.02939e+04,41,11,2,0,0,0,0,0,0,1,0,1,0,0,0,1,6.22482e+03,0e+00,0e+00,8,7,8,9 +19084310,2.14214e+04,70,8,1,0,0,0,0,0,0,0,0,1,0,1,1,1,7.429528e+02,1.8812767e+03,7.299813e+01,18,17,31,120 +23175199,1.39771e+04,69,5,0,1,0,0,0,0,0,1,0,1,0,1,1,1,2.953885e+03,8.263303e+02,2.6181476e+02,22,18,32,129 +17722315,2.28267e+04,47,4,2,1,0,1,0,0,0,0,0,1,0,0,1,0,0e+00,1.644253e+03,0e+00,0,0,96,3 +24525414,0e+00,15,5,2,1,0,1,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,5.0559e+02,6,10,7,3 +21807696,4.23176e+04,40,3,4,1,0,0,1,0,0,0,0,0,0,0,1,0,0e+00,8.33101e+02,0e+00,0,99,0,0 +13626170,1.3781e+04,51,1,1,1,1,0,0,0,0,0,0,1,0,1,1,1,2.2437675e+02,4.7634674e+02,1.319178e+02,59,9,6,6 +21813856,1.618084e+05,30,3,4,1,0,0,0,1,0,0,0,1,0,1,0,0,0e+00,0e+00,8.934209e+03,31,3,3,3 +23175607,5.3016e+03,46,2,0,1,0,0,0,0,1,0,1,0,0,1,1,1,1.3874163e+03,3.0718682e+03,4.514576e+02,28,18,13,117 +31355808,1.67946e+04,19,4,0,1,0,0,0,0,0,0,1,0,0,1,1,1,6.978804e+02,1.1322561e+03,6.651798e+02,32,31,31,134 +16361376,5.7202e+03,60,10,3,0,0,1,0,0,0,0,1,0,0,1,1,1,6.8220996e+02,5.8897773e+03,1.0464458e+03,23,21,13,124 +31352243,4.3516e+04,51,1,0,1,0,0,0,0,0,0,1,0,0,1,1,0,0e+00,6.1450824e+02,1.9241461e+02,9,9,4,108 +14989183,3.48051e+04,49,9,4,1,0,0,0,0,1,0,0,1,0,0,1,1,1.4226548e+03,4.622967e+03,0e+00,30,2,0,99 +20438910,1.038075e+05,58,5,4,0,0,0,0,0,1,0,0,1,0,1,1,1,7.2953433e+03,3.1571703e+04,7.7832695e+03,6,71,75,39 +20448780,0e+00,21,3,2,1,0,1,0,0,0,0,1,0,0,1,1,1,1.6102717e+03,5.356364e+02,1.1850445e+02,12,16,57,58 +13628980,1.2449e+04,33,2,3,0,0,0,1,0,0,0,0,1,0,0,1,0,0e+00,1.664574e+03,0e+00,90,3,3,3 +27251000,0e+00,15,2,0,0,0,0,0,1,0,0,1,0,0,1,0,0,0e+00,0e+00,7.86999e+03,6,6,11,3 +21811488,5.62796e+04,49,9,1,1,0,1,0,0,0,0,1,0,0,0,1,1,1.3384912e+03,5.1586763e+03,0e+00,14,20,117,24 +19080768,4.06896e+04,36,6,4,0,0,0,0,1,0,0,0,1,0,0,1,1,2.1249636e+03,2.1697867e+02,0e+00,9,10,10,106 +17716075,1.56936e+04,65,12,2,1,0,0,0,0,0,0,0,1,0,0,0,1,4.246194e+03,0e+00,0e+00,7,13,6,7 +28633185,4.1712e+03,49,9,1,1,0,0,0,0,0,0,1,0,0,1,0,1,3.378529e+03,0e+00,1.00512e+02,21,6,3,5 +31339685,6.72543e+04,58,5,2,1,0,0,0,0,1,0,0,1,0,0,1,0,0e+00,4.3063e+03,0e+00,0,0,42,57 +14995442,6.0016e+03,65,5,2,0,0,1,0,0,0,0,0,0,0,0,1,1,1.9059464e+03,2.804447e+03,0e+00,120,9,15,14 +28617561,1.5821e+03,62,2,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +28627515,1.21218e+04,58,8,2,0,0,0,0,1,0,0,0,0,0,1,1,1,4.8447437e+03,3.475612e+03,1.0156815e+03,36,16,22,18 +17719299,4.07927e+04,37,4,4,1,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +16361052,4.162e+02,31,10,3,0,0,1,0,0,0,0,1,0,0,1,1,1,1.6119786e+03,2.6464622e+03,1.0526425e+02,26,24,61,79 +29994976,8.05266e+04,70,10,0,0,0,0,0,1,0,0,0,1,0,1,1,1,3.31665e+03,3.030604e+02,1.9794366e+03,17,18,14,113 +28630329,1.5996e+03,44,4,3,0,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +31348977,6.76269e+04,36,6,2,0,0,1,0,0,0,0,0,0,0,0,1,1,1.40588e+03,2.2691882e+03,0e+00,20,24,52,87 +20437665,3.7755e+03,88,5,2,0,0,0,0,1,0,0,1,0,0,1,1,1,1.202883e+03,3.0084677e+02,9.7496875e+02,29,23,27,109 +28624386,6.804e+02,65,2,1,0,0,1,0,0,0,0,1,0,0,0,1,0,0e+00,3.1884e+02,0e+00,0,0,0,70 +28633164,2.1512e+03,53,3,1,1,0,0,0,0,0,0,1,0,0,0,1,1,3.5469934e+02,2.0187606e+03,0e+00,11,11,91,25 +24539526,4.8312e+03,28,2,2,1,0,0,1,0,0,0,1,0,0,1,1,1,1.4777272e+03,1.4639166e+03,1.04744446e+02,21,24,50,121 +14993099,1.051435e+05,55,5,3,0,0,0,0,0,0,0,0,1,0,0,1,0,0e+00,6.945966e+04,0e+00,12,22,8,3 +24529572,2.18844e+04,37,5,5,1,0,1,0,0,0,0,0,0,0,1,1,1,2.2394117e+01,2.0354836e+03,1.014825e+02,39,24,40,33 +29981270,9.58804e+04,47,7,5,1,0,0,0,0,0,0,0,1,0,1,0,0,0e+00,0e+00,3.45956e+03,7,6,3,6 +21807536,8.0704e+04,60,3,1,1,0,0,0,0,0,0,0,1,0,0,1,1,3.7674417e+02,8.165296e+03,0e+00,21,90,12,6 +19086998,2.66574e+04,39,9,4,0,0,1,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +31360155,4.56849e+04,48,8,0,1,0,0,0,0,0,0,1,0,0,1,0,1,3.4580435e+03,0e+00,1.4199771e+02,21,6,3,5 +21803376,3.37844e+04,26,8,2,1,0,1,0,0,0,0,0,0,0,1,1,0,0e+00,4.9515558e+02,1.6114929e+02,4,108,5,9 +25890711,0e+00,18,7,0,1,0,1,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,6.033631e+03,8,9,8,8 +21815200,1.26334e+04,29,11,2,1,0,1,0,0,0,0,0,0,0,1,1,0,0e+00,7.26352e+02,3.1293085e+02,6,99,9,12 +14991284,0e+00,19,4,2,0,0,0,0,0,0,0,1,0,0,1,1,1,1.1265132e+03,1.445329e+03,1.4010339e+03,28,25,62,80 +20440950,1.9482e+04,42,9,5,1,0,0,0,0,0,0,0,0,0,0,1,1,3.5581396e+03,5.397963e+02,0e+00,18,12,0,99 +17724395,0e+00,12,4,2,1,0,0,0,0,0,1,1,0,0,0,1,0,0e+00,1.6626629e+04,0e+00,81,6,6,6 +27259320,2.2082e+04,83,5,0,1,0,0,0,0,1,0,0,1,0,1,1,1,1.2510183e+04,8.035347e+03,2.5936618e+02,25,29,29,118 +13630570,6.493e+03,75,5,1,1,0,0,0,1,0,0,0,1,0,1,0,1,3.902406e+03,0e+00,3.874923e+03,32,15,19,19 +17712344,9.2079e+03,73,10,2,1,0,1,0,0,0,0,0,1,0,0,1,0,0e+00,2.610613e+04,0e+00,7,27,39,26 +20447220,4.88265e+04,52,9,7,0,0,1,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +14995827,3.5101e+04,46,6,2,0,0,0,0,1,0,0,1,0,0,1,0,1,6.276986e+03,0e+00,2.8169502e+03,34,35,30,20 +29989102,4.1624e+04,56,6,0,1,0,0,0,0,0,0,1,0,0,1,1,0,0e+00,4.022235e+03,1.193512e+03,9,9,4,108 +13626650,0e+00,15,7,1,1,0,1,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,1.390139e+04,13,12,3,9 +27258500,3.0154e+04,74,6,0,1,0,0,0,0,0,0,0,1,0,1,0,1,3.4861172e+03,0e+00,7.1388315e+03,22,19,22,21 +20440050,1.33155e+04,31,7,2,1,0,1,0,0,0,0,1,0,0,0,1,0,0e+00,7.828617e+03,0e+00,0,0,0,99 +20449125,2.66595e+04,42,9,5,1,0,0,0,0,0,0,0,1,0,0,1,1,1.9661038e+03,5.339238e+02,0e+00,15,17,16,111 +13626900,2.4131e+04,48,8,2,1,0,0,0,0,0,0,0,1,0,1,1,1,1.4696226e+03,4.712761e+03,1.1248573e+02,11,12,14,122 +31346493,0e+00,15,7,0,1,0,0,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,2.61219e+03,4,5,8,5 +20443800,8.6715e+03,85,2,2,1,0,0,0,0,0,0,1,0,0,1,1,1,0e+00,1.0712572e+04,1.2241819e+03,12,18,14,11 +19086312,3.8017e+04,23,2,2,0,0,0,0,1,0,0,0,1,0,1,1,1,2.8477107e+03,5.834176e+03,2.3416982e+03,9,10,13,37 +23176627,2.20483e+04,60,6,2,0,0,0,0,0,0,0,0,1,0,1,1,1,3.4385532e+03,7.7151797e+03,5.885576e+02,21,19,50,80 +23171714,0e+00,19,7,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +20441760,8.3517e+04,48,5,7,0,0,0,0,0,0,0,0,1,0,0,1,1,6.662143e+03,1.7550355e+04,0e+00,15,22,60,48 +29979686,6.88534e+04,45,5,0,0,0,0,0,0,0,0,0,1,0,1,1,0,0e+00,4.588858e+02,1.3003593e+03,26,6,6,6 +20445060,2.89785e+04,29,5,2,0,0,0,0,0,1,0,0,1,0,1,1,1,9.429429e+02,2.1830432e+03,1.5059589e+02,33,31,19,22 +29983272,3.33058e+04,68,8,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +17715139,3.49518e+04,30,7,2,1,0,1,0,0,0,0,0,1,0,1,1,1,2.8691667e+03,1.1601225e+04,1.1158679e+04,28,20,20,124 +27259480,2.4872e+04,29,10,0,0,0,1,0,0,0,0,1,0,0,0,1,1,2.3670962e+03,6.4283228e+03,0e+00,32,34,8,8 +19077296,4.29464e+04,47,5,6,0,0,1,0,0,0,0,0,0,0,0,1,1,1.173868e+03,1.2229616e+04,0e+00,16,53,30,37 +24527898,3.53682e+04,68,5,2,0,0,0,0,1,0,0,0,1,0,1,0,1,1.1999675e+03,0e+00,1.3035464e+03,52,14,14,17 +27259800,0e+00,16,3,0,1,0,0,0,0,1,0,1,0,0,1,1,1,5.3513423e+03,1.0576548e+04,1.891122e+03,37,31,27,129 +29977684,7.65534e+04,74,14,0,0,0,1,0,0,0,0,1,0,0,1,1,1,1.6316111e+03,7.46793e+03,2.3271758e+04,6,10,64,96 +19076848,6.98082e+04,56,6,1,0,0,0,0,0,1,0,0,1,0,0,1,0,0e+00,9.701668e+03,0e+00,0,0,0,99 +19085248,1.34596e+04,66,6,1,1,0,0,0,1,0,0,0,1,0,0,0,1,4.1e+03,0e+00,0e+00,18,10,0,0 +17713423,7.9404e+03,15,7,2,0,0,0,0,0,0,0,1,0,0,1,1,1,9.7509283e+02,1.163253e+03,2.6305159e+03,11,12,9,99 +19077828,2.77046e+04,40,10,1,0,0,0,0,0,0,0,1,0,0,1,1,0,0e+00,1.6915447e+03,2.3942442e+02,8,6,4,111 +25896221,1.47681e+04,62,9,1,1,0,0,0,0,0,0,0,1,0,0,1,1,3.8793257e+03,1.3314898e+04,0e+00,9,10,6,112 +16352160,1.7392e+03,76,6,3,1,0,1,0,0,0,0,0,1,0,0,1,1,3.9590164e+02,1.6745687e+03,0e+00,23,0,44,55 +28626150,0e+00,15,7,1,1,0,1,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,5.8451e+02,16,15,8,10 +19083498,2.82576e+04,42,2,1,1,0,0,0,0,0,0,1,0,0,0,1,1,4.5558875e+02,2.6542657e+02,0e+00,6,4,5,35 +23174587,3.15751e+04,52,7,0,1,0,1,0,0,0,0,1,0,0,0,0,1,2.094199e+03,0e+00,0e+00,8,10,9,7 +23167447,5.6189e+03,86,2,0,1,0,0,0,1,0,0,0,1,0,1,1,1,1.01361414e+03,2.7698948e+03,3.528893e+02,31,24,24,114 +24530058,5.58234e+04,33,1,2,0,0,0,0,0,0,0,1,0,0,1,1,0,0e+00,6.491521e+02,7.544072e+02,60,47,3,3 +27253280,6.1352e+04,46,6,5,0,0,1,0,0,0,0,0,0,0,0,1,1,2.0327958e+03,3.466922e+04,0e+00,16,53,30,37 +27262700,3.67e+04,38,7,2,1,0,1,0,0,0,0,0,1,0,1,0,1,2.0166068e+04,0e+00,1.0442986e+03,10,9,10,7 +13633060,1.5576e+04,47,7,1,1,0,1,0,0,0,0,1,0,0,1,1,1,1.3985358e+02,5.676436e+02,1.235884e+03,19,25,22,102 +13634610,2.3108e+04,70,10,1,1,0,0,0,0,0,0,0,1,0,0,1,1,4.5455728e+03,6.3861484e+03,0e+00,20,22,63,73 +19083414,7.40642e+04,41,1,1,1,0,0,0,0,1,0,0,0,1,1,0,1,6.213476e+03,0e+00,8.646428e+03,31,21,6,3 +20442765,7.7412e+04,44,6,2,0,0,0,0,0,1,0,1,0,0,0,1,0,0e+00,2.230523e+04,0e+00,0,29,33,37 +14997686,4.09046e+04,38,8,2,0,0,0,0,0,0,0,1,0,0,0,1,1,3.965316e+03,1.3393425e+04,0e+00,48,10,8,14 +21810512,1.877044e+05,32,5,1,0,0,0,0,0,1,0,1,0,0,0,1,0,0e+00,3.036029e+04,0e+00,90,3,3,3 +19075420,5.495e+04,58,8,1,1,0,0,0,1,0,0,1,0,0,1,1,1,2.65468e+03,4.2027393e+03,6.5953656e+02,21,15,116,25 +13629920,2.4534e+04,41,1,1,1,1,0,0,0,0,0,1,0,0,0,1,0,0e+00,5.43562e+02,0e+00,0,0,96,3 +27249980,7.436e+04,65,7,0,0,0,0,0,1,0,0,0,1,0,0,0,1,2.070947e+04,0e+00,0e+00,11,6,7,14 +25892402,2.2766e+03,38,5,0,1,0,0,0,0,0,0,1,0,0,0,1,0,0e+00,1.2865987e+04,0e+00,0,0,6,93 +13626450,5.7194e+04,32,2,4,0,0,1,0,0,0,0,0,0,0,0,1,1,1.1167645e+03,4.638329e+03,0e+00,0,8,16,113 +28620438,2.0681e+03,43,3,3,1,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +13633550,1.3087e+04,23,2,1,0,0,0,0,0,0,0,0,1,0,1,0,1,4.16069e+03,0e+00,4.7898945e+03,19,13,22,13 +31356912,3.01852e+04,66,6,0,1,1,0,0,0,0,0,0,1,0,1,1,1,5.8722626e+02,1.7796196e+02,6.0754097e+01,31,19,18,115 +13629510,2.409e+04,68,8,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +16361256,5.552e+02,26,5,4,0,0,0,0,0,1,0,0,1,0,1,1,1,7.38815e+02,3.855192e+02,6.638443e+01,30,20,112,18 +24527160,5.3991e+04,33,1,2,0,0,0,0,0,1,0,0,1,0,0,1,0,0e+00,4.59261e+03,0e+00,0,0,0,99 +29982700,1.97142e+04,91,11,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1.5176996e+02,8.371169e+03,1.7288048e+02,42,15,15,13 +14992296,9.4325e+03,54,4,3,1,0,0,0,0,1,0,0,1,0,1,1,1,1.87427e+02,5.830137e+02,9.0132056e+02,37,42,38,30 +17725110,2.3907e+04,34,11,4,1,0,0,0,0,0,0,0,1,0,0,1,1,3.6408164e+03,1.9404918e+04,0e+00,27,16,39,65 +17720157,3.965e+04,53,10,4,1,0,0,0,0,1,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +29989674,8.73466e+04,43,13,0,1,0,0,0,0,0,0,1,0,0,1,1,0,0e+00,5.072798e+03,3.142788e+03,6,20,57,47 +19081132,0e+00,17,2,1,0,0,0,0,0,1,0,1,0,0,0,1,1,1.4743032e+03,3.3174895e+03,0e+00,18,17,43,85 +16357092,0e+00,18,3,3,0,0,0,0,0,1,0,1,0,0,1,0,0,0e+00,0e+00,7.675884e+03,3,3,3,3 +19088230,8.2852e+03,30,9,2,0,0,1,0,0,0,0,0,1,0,1,0,0,0e+00,0e+00,3.302433e+03,6,8,8,9 +25898026,1.8502e+03,61,8,1,1,0,0,0,0,0,0,0,1,0,0,1,1,2.4788716e+03,7.9209214e+03,0e+00,15,19,41,81 +25895727,3.7664e+03,60,7,1,0,0,0,0,0,0,0,0,1,0,1,1,1,1.5890334e+03,7.397255e+02,1.646443e+02,15,22,58,66 +24542910,3.53502e+04,38,3,5,1,0,1,0,0,0,0,0,0,1,1,1,0,0e+00,2.1266594e+03,1.3922827e+03,56,50,17,12 +23178684,1.48575e+04,75,1,0,0,0,0,0,1,0,0,0,0,0,1,1,0,0e+00,1.1928503e+03,2.3754846e+03,31,3,51,54 +31338213,1.029066e+05,31,1,2,1,0,0,1,0,0,0,0,1,0,0,1,1,1.0545613e+03,6.128153e+03,0e+00,7,7,12,105 +13626370,2.3973e+04,46,6,1,1,0,0,0,0,0,0,1,0,0,1,1,1,9.75e+02,6.4031e+02,1.13750496e+02,13,105,22,4 +24538464,1.28772e+04,67,5,2,0,0,0,0,0,0,1,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +24542010,1.06524e+04,31,8,3,0,0,1,0,0,0,0,0,1,0,1,0,0,0e+00,0e+00,1.41029e+03,6,8,8,9 +29992490,9.6602e+03,71,11,0,1,1,0,0,0,0,0,0,0,0,1,1,1,2.9309985e+03,4.5184927e+02,4.6823004e+02,33,19,17,42 +21803616,3.67666e+04,18,6,1,0,0,0,0,0,0,0,1,0,0,0,1,1,2.0402803e+03,4.1001093e+02,0e+00,13,9,109,12 +28633122,1.9171e+03,67,7,1,0,0,0,0,0,0,0,0,1,0,1,0,1,2.0048606e+03,0e+00,2.2572383e+02,11,18,26,31 +19079900,1.25454e+04,87,7,1,0,0,0,0,0,0,0,0,0,0,1,1,1,1.2314252e+02,5.255969e+03,9.3014824e+01,42,15,15,13 +19076722,2.17756e+04,74,4,1,0,0,0,0,0,1,0,0,1,0,1,1,0,0e+00,3.5984964e+02,1.5850923e+02,5,3,3,57 +27253400,1.7754e+04,26,7,0,1,0,1,0,0,0,0,1,0,0,0,1,0,0e+00,1.9371955e+04,0e+00,0,0,0,99 +21810912,2.630602e+05,50,3,1,1,0,1,0,0,0,0,0,1,0,1,0,1,3.4133333e+03,0e+00,3.4989363e+03,36,17,22,3 +24541560,4.02642e+04,34,2,2,1,0,0,0,0,0,0,1,0,0,0,1,1,3.4741708e+02,2.327302e+03,0e+00,36,30,33,38 +29979356,1.091706e+05,60,10,1,1,0,0,0,0,1,0,0,0,0,1,1,1,5.902078e+03,4.626862e+03,6.4644185e+03,11,7,10,155 +29981314,0e+00,19,11,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +21801984,7.50542e+04,77,10,1,1,0,0,0,0,1,0,0,1,0,1,0,1,2.209263e+03,0e+00,7.549939e+02,25,16,15,19 +13632570,3.191e+04,45,5,1,0,0,0,0,1,0,0,1,0,0,1,0,1,5.7645786e+03,0e+00,2.605512e+03,34,35,30,20 +19076764,2.23902e+04,31,1,4,1,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +27266740,1.6867e+05,43,5,4,1,0,1,0,0,0,0,0,0,0,1,1,0,0e+00,4.7713363e+04,1.6922639e+04,9,10,74,46 +20447880,1.52265e+04,39,6,2,0,0,1,0,0,0,0,0,0,0,0,1,1,1.5716682e+03,2.787079e+03,0e+00,6,9,8,111 +24525126,0e+00,19,2,2,1,0,1,0,0,0,0,1,0,0,0,1,0,0e+00,1.54106e+03,0e+00,0,0,44,55 +28631589,1.9696e+03,70,10,1,1,0,0,0,1,0,0,0,1,0,0,0,1,1.11796e+03,0e+00,0e+00,7,11,14,8 +20440500,9.2925e+03,80,7,2,1,0,1,0,0,0,0,0,0,0,1,1,1,6.847218e+02,1.1683405e+04,4.202105e+02,20,19,14,17 +20450280,8.658e+03,23,5,2,0,0,0,0,0,1,0,1,0,0,1,1,1,2.1485278e+03,4.1884673e+03,2.777372e+03,125,16,20,24 +28624659,5.3395e+03,47,7,2,1,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +14993957,3.74e+03,20,5,2,1,0,0,0,0,0,0,1,0,0,0,1,1,1.2393163e+03,5.747335e+02,0e+00,8,6,34,83 +27254340,0e+00,16,3,0,1,0,0,0,1,0,0,1,0,0,1,1,1,1.2186567e+03,2.8917715e+03,2.3247905e+02,39,37,48,10 +14997257,4.6717e+03,57,7,3,1,0,0,0,0,0,0,0,1,0,1,1,1,1.2362645e+03,2.9514202e+03,1.9191327e+02,24,16,15,114 +13633710,3.551e+03,28,5,3,1,0,1,0,0,0,0,0,1,0,1,1,0,0e+00,4.2208755e+03,4.2326733e+02,8,15,47,60 +27258780,9.4534e+04,54,6,1,0,0,0,0,1,0,0,0,0,0,1,1,1,1.4373088e+04,8.01187e+03,3.7752366e+03,34,114,36,24 +31348287,1.727783e+05,58,8,0,1,0,0,1,0,0,0,0,0,0,1,0,1,3.2630413e+03,0e+00,3.442753e+03,25,25,21,26 +28623105,1.2902e+03,23,2,1,1,0,0,0,0,1,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +29991874,1.852048e+05,42,12,0,0,0,0,0,0,1,0,1,0,0,1,1,1,3.2769526e+03,3.8763308e+03,2.3683984e+03,31,21,11,110 +17721600,2.73195e+04,14,6,2,0,0,1,0,0,0,0,1,0,0,1,1,1,1.5073697e+02,1.0751174e+04,6.5232355e+02,22,28,80,47 +24529122,0e+00,15,5,2,0,0,0,0,1,0,0,1,0,0,1,0,0,0e+00,0e+00,3.5862e+02,3,3,3,3 +19082602,2.9176e+04,43,3,2,0,0,0,0,0,0,0,0,1,0,1,1,1,1.5628892e+03,4.4628613e+03,1.1440472e+03,19,24,31,127 +20444250,1.79025e+04,65,2,2,1,0,0,0,0,0,0,0,1,0,1,1,1,3.3691013e+02,3.4463272e+01,5.4815244e+03,19,8,7,3 +29979114,1.63482e+04,42,12,1,1,0,0,0,0,0,0,0,1,0,1,1,1,1.0181616e+03,1.1328923e+03,1.9173873e+03,23,21,16,108 +13625270,1.7622e+04,45,2,1,0,0,1,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +21802432,5.3937e+04,46,4,3,0,0,0,0,0,1,0,0,1,0,0,1,0,0e+00,1.025755e+03,0e+00,90,3,3,3 +31339616,1.495552e+05,43,3,0,1,0,0,0,0,0,1,0,1,0,0,1,1,5.5513196e+02,1.06577e+03,0e+00,5,7,58,57 +13634810,7.642e+03,67,7,1,1,0,0,0,0,0,0,0,1,0,1,1,0,0e+00,3.761955e+02,1.8818518e+03,9,9,8,106 +23174995,1.83372e+04,80,6,0,1,0,0,0,0,0,0,0,1,0,0,1,0,0e+00,6.216317e+03,0e+00,0,0,0,99 +14997114,6.7452e+03,23,2,2,0,0,0,0,0,0,1,1,0,0,1,1,1,0e+00,3.3598483e+02,9.5388873e+02,14,17,13,6 +28624680,0e+00,14,6,1,1,0,0,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,9.9275e+02,4,6,8,3 +21810144,5.1077e+04,39,9,3,0,0,1,0,0,0,0,0,1,0,0,1,0,0e+00,5.25548e+02,0e+00,1,7,12,2 +27255400,1.53782e+05,42,4,0,1,0,0,0,0,0,0,1,0,0,0,1,1,8.374233e+03,3.0087305e+03,0e+00,6,14,10,118 +28614873,1.471e+03,78,8,1,1,0,0,0,0,1,0,0,0,1,1,0,1,6.7342487e+02,0e+00,2.5092967e+02,28,9,11,14 +14988468,6.9894e+03,68,8,2,0,0,0,0,0,0,0,0,1,0,1,1,1,1.6727095e+03,2.4858368e+02,9.3470726e+01,28,21,18,119 +24538626,5.7438e+04,46,4,2,0,0,0,0,1,0,0,1,0,0,1,0,1,1.3463284e+03,0e+00,6.986702e+02,34,35,30,20 +28621719,9.9261e+03,55,5,2,0,0,0,0,1,0,0,0,0,0,1,1,1,2.0689983e+03,1.128124e+03,5.3674615e+02,34,114,36,24 +23176219,1.9056e+03,31,3,0,1,0,0,1,0,0,0,1,0,0,1,1,1,2.4194333e+03,1.7219432e+03,1.7505812e+02,21,24,50,121 +31341456,3.75337e+04,50,0,1,1,0,0,0,0,1,0,0,1,0,0,1,1,6.629393e+01,7.562226e+02,0e+00,80,4,0,0 +19087572,1.93354e+04,51,1,1,1,0,0,0,0,0,0,0,0,1,0,1,1,8.528e+02,3.1284768e+03,0e+00,68,33,13,11 +24526836,5.66928e+04,27,4,3,1,0,1,0,0,0,0,0,0,1,1,1,1,2.0939702e+03,5.658405e+02,8.242e+02,32,29,33,111 +29979642,2.85868e+04,31,10,1,1,0,1,0,0,0,0,0,0,0,1,1,0,0e+00,2.2268801e+03,1.2850221e+02,4,108,5,9 +20442885,6.6888e+04,48,5,6,0,0,1,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +13634200,2.2369e+04,33,3,1,1,0,0,0,0,0,0,1,0,0,0,1,1,1.3282046e+03,4.7867637e+03,0e+00,36,30,33,38 +29996362,6.6033e+04,35,5,2,0,0,0,0,0,0,0,0,1,0,1,1,1,8.952098e+03,9.246395e+02,2.0807612e+03,37,128,6,3 +16360848,0e+00,20,5,3,0,0,0,0,0,0,1,1,0,0,1,1,0,0e+00,1.5306322e+03,3.2342026e+02,98,23,7,4 +14988281,6.7188e+03,21,6,2,0,0,0,0,0,0,0,1,0,0,1,1,1,9.504158e+02,5.421513e+02,1.9930962e+03,11,12,9,99 +14990855,5.0886e+03,80,10,2,1,0,0,0,1,0,0,0,0,1,1,1,1,5.616761e+02,2.896986e+02,2.8462695e+02,29,20,23,121 +23173601,0e+00,20,8,0,1,0,1,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +14997301,1.73184e+04,52,2,4,1,0,0,0,1,0,0,0,1,0,0,1,0,0e+00,5.29927e+02,0e+00,0,0,51,48 +16360524,1.1525e+03,36,6,6,1,0,1,0,0,0,0,0,1,0,1,1,1,7.3932666e+02,1.8878679e+03,5.951354e+02,20,47,90,31 +23165798,2.1185e+04,41,7,2,1,0,0,0,0,0,0,0,1,0,0,1,1,2.0347773e+03,2.679031e+03,0e+00,20,108,16,15 +27261640,7.2928e+04,32,4,0,0,0,0,0,0,1,0,1,0,0,0,1,1,3.0007495e+03,2.7845236e+04,0e+00,35,25,40,25 +13632280,3.6237e+04,42,2,1,0,0,0,0,0,0,0,1,0,0,1,1,0,0e+00,1.2924442e+03,1.4659329e+03,10,30,80,3 +21806432,4.8776e+04,48,8,1,1,0,0,0,1,0,0,1,0,0,1,1,1,4.2386746e+02,2.5673123e+02,2.9086145e+02,20,23,38,111 +29982040,2.842312e+05,60,10,2,0,0,0,1,0,0,0,0,0,1,0,1,1,1.5328516e+04,9.627904e+04,0e+00,15,14,11,114 +17714502,0e+00,9,8,2,1,0,0,0,0,1,0,1,0,0,1,0,0,0e+00,0e+00,6.173719e+03,6,8,4,3 +16357056,6.0848e+03,57,7,5,0,0,0,0,0,1,0,0,1,0,1,1,1,5.1714404e+02,9.751133e+02,6.229857e+02,20,27,68,71 +16357908,2.3161e+03,49,7,3,0,0,0,0,0,0,0,1,0,0,0,1,1,8.031945e+01,4.575189e+02,0e+00,21,13,21,18 +24536952,4.374e+04,49,7,2,0,0,0,0,1,0,0,1,0,0,1,1,1,6.742845e+02,3.375446e+02,9.220129e+01,25,33,29,131 +19080152,2.08278e+04,34,4,4,1,0,0,1,0,0,0,0,1,0,0,1,1,1.7454651e+03,1.880781e+03,0e+00,14,18,63,56 +31351185,2.85108e+04,60,0,0,1,0,0,0,1,0,0,0,1,0,1,1,0,0e+00,1.1523333e+03,7.459976e+02,90,11,4,4 +25900724,6.7454e+03,47,4,0,1,0,1,0,0,0,0,1,0,0,0,1,1,5.924708e+03,1.8545205e+03,0e+00,14,27,31,124 +19087250,1.54056e+04,73,3,1,1,0,0,0,0,0,0,0,1,0,0,1,0,0e+00,1.103123e+03,0e+00,0,0,0,99 +19081986,4.11642e+04,37,7,3,0,0,1,0,0,0,0,0,0,0,0,1,1,3.1284685e+03,3.1061526e+03,0e+00,20,24,52,87 +21814384,4.1366e+03,25,7,1,0,0,1,0,0,0,0,1,0,0,0,1,1,6.47962e+01,4.2847354e+03,0e+00,99,0,2,3 +24542532,6.0102e+03,22,5,2,1,0,1,0,0,0,0,1,0,0,1,1,1,2.04685e+02,1.7503633e+03,1.2907308e+03,23,70,37,30 +27264940,3.9372e+04,64,6,0,1,0,0,0,0,0,1,0,1,0,1,1,1,6.90385e+03,2.4078386e+03,8.402288e+02,22,18,32,129 +27264860,3.3158e+04,35,7,2,0,0,0,0,0,0,0,0,1,0,1,1,1,2.5279788e+03,1.447262e+04,7.495895e+02,10,23,20,118 +17718740,1.06613e+04,14,6,2,0,0,0,1,0,0,0,1,0,0,1,1,1,5.0391486e+02,8.830571e+03,4.367283e+02,47,14,18,114 +24540948,2.16594e+04,87,5,2,0,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +16350936,0e+00,20,5,3,1,0,0,0,0,0,0,1,0,0,1,1,1,4.951045e+02,2.0308351e+03,3.0220157e+02,23,40,51,61 +27255320,2.04572e+05,56,8,2,1,0,0,1,0,0,0,0,0,1,1,1,1,8.099836e+03,5.3536355e+04,6.50171e+04,27,117,30,27 +14988039,0e+00,19,4,2,1,0,0,0,1,0,0,1,0,0,1,0,1,4.2279844e+03,0e+00,2.1696655e+03,29,33,35,21 +29980742,2.9733e+04,28,7,1,0,0,0,0,0,0,0,0,0,0,1,1,1,6.1991352e+01,1.9585527e+03,1.3158438e+03,20,24,29,24 +20442330,2.0625e+04,24,3,2,0,0,0,1,0,0,0,1,0,0,1,1,1,8.3606555e+02,1.1961312e+04,9.159356e+02,44,12,16,111 +23169878,7.8625e+03,57,3,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +25901864,1.72125e+04,55,2,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +28614810,2.0164e+03,80,10,1,0,0,0,0,0,0,0,0,1,0,0,0,1,1.24642e+03,0e+00,0e+00,10,13,11,15 +27258660,3.9646e+04,55,7,1,0,0,0,0,0,0,0,0,1,0,1,1,1,2.9738066e+03,1.4446744e+03,2.5771317e+02,15,22,58,66 +16355832,8.7465e+03,33,3,6,0,0,0,0,0,0,0,0,0,1,1,1,1,1.0519211e+03,7.509336e+03,6.832791e+02,47,17,10,7 +20445630,0e+00,19,8,2,0,0,0,0,1,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +28623210,9.29e+02,19,4,1,0,0,0,0,0,0,0,1,0,0,1,1,1,1.75368e+02,1.022532e+03,1.4536133e+02,15,16,53,81 +20447535,1.96695e+04,24,6,2,1,0,0,1,0,0,0,1,0,0,1,1,1,7.783065e+01,3.57435e+02,2.38728e+02,8,22,19,11 +19080516,8.33588e+04,58,8,1,0,0,0,0,1,0,0,1,0,0,1,0,1,5.289121e+03,0e+00,1.939999e+03,6,4,4,48 +25903536,2.4936e+03,71,8,0,1,1,0,0,0,0,0,0,1,0,1,1,1,2.0344852e+03,5.0273065e+02,1.6716551e+02,31,19,18,115 +19080474,0e+00,16,8,1,1,0,0,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,8.223305e+03,4,5,8,5 +23177069,1.35191e+04,43,9,3,0,0,1,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +28616196,1.5183e+03,63,3,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +29978740,1.95294e+04,31,10,0,1,0,1,0,0,0,0,1,0,0,0,1,0,0e+00,3.940393e+03,0e+00,0,0,0,99 +31358683,4.5586e+03,28,7,0,0,0,1,0,0,0,0,1,0,0,1,1,1,1.1822621e+03,1.8989972e+03,8.001427e+01,26,24,61,79 +17718948,3.03563e+04,47,4,4,1,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +20439030,4.7244e+04,30,6,3,1,0,1,0,0,0,0,0,0,1,1,1,1,6.8187275e+03,2.1029817e+03,3.475644e+03,32,29,33,111 +31355141,1.936232e+05,37,7,0,0,0,0,0,0,1,0,1,0,0,1,1,1,3.887116e+02,1.0316029e+03,3.816734e+02,31,21,11,110 +28630224,2.756e+03,67,7,1,1,1,0,0,0,0,0,0,1,0,1,1,1,5.475541e+02,1.1250295e+02,4.4885246e+01,31,19,18,115 +27265600,1.5142e+04,23,4,1,1,0,0,0,0,0,0,0,0,0,1,1,1,3.1975908e+03,1.8439523e+03,2.2783787e+03,32,24,28,121 +25888469,4.3862e+03,32,8,0,1,0,0,0,0,0,0,1,0,0,0,1,0,0e+00,7.925447e+03,0e+00,75,4,0,0 +13630160,4.1317e+04,55,5,2,0,0,1,0,0,0,0,0,1,0,0,0,1,7.824528e+03,0e+00,0e+00,17,17,20,15 +14997642,4.67852e+04,41,11,4,0,0,0,0,0,0,0,0,1,0,1,0,1,2.0097052e+03,0e+00,3.674727e+02,7,6,7,30 +31347896,1.75559e+04,53,3,0,1,0,0,0,0,0,0,0,1,0,1,1,1,1.5410096e+03,9.541188e+02,1.515134e+01,26,27,35,24 +27256420,1.5652e+04,18,5,0,0,0,0,1,0,0,0,1,0,0,0,1,1,7.791273e+02,2.2405125e+04,0e+00,17,18,16,9 +23175012,1.64763e+04,69,5,0,0,0,1,0,0,0,0,0,0,1,1,1,1,4.542696e+03,1.1896299e+03,7.2902e+02,45,39,46,133 +14988226,1.406328e+05,56,6,3,0,0,1,0,0,0,0,0,1,0,0,1,1,3.0526792e+03,2.2131514e+04,0e+00,7,8,18,115 +28617624,7.598e+02,90,10,1,1,0,0,0,0,0,0,0,1,0,1,1,1,3.3906693e+02,1.782616e+02,4.148144e+02,32,122,32,39 +19087124,8.71276e+04,31,1,4,1,0,0,0,1,0,0,0,1,0,1,0,0,0e+00,0e+00,3.1285826e+04,31,3,3,3 +29990246,6.81758e+04,50,10,0,1,0,0,0,1,0,0,1,0,0,1,1,1,4.814357e+03,1.9360643e+04,1.1995881e+03,38,21,38,23 +19078682,2.96772e+04,51,1,2,1,0,1,0,0,0,0,0,1,0,0,1,1,1.7890909e+02,3.1376874e+02,0e+00,48,53,6,3 +27260500,0e+00,14,8,0,1,0,0,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,2.7179133e+04,0,0,0,26 +16361292,1.5055e+03,42,12,3,1,1,0,0,0,0,0,1,0,0,1,1,1,2.7807132e+02,2.5382077e+02,2.1774861e+02,9,19,44,97 +13630530,5.5061e+04,31,1,1,0,0,0,0,0,0,0,1,0,0,0,0,1,4.131405e+03,0e+00,0e+00,9,3,6,0 +23168246,1.52366e+04,58,3,0,1,1,0,0,0,0,0,0,1,0,1,0,0,0e+00,0e+00,3.441784e+03,9,8,13,18 +28616070,1.8642e+03,27,6,1,1,0,1,0,0,0,0,1,0,0,0,1,0,0e+00,2.78443e+03,0e+00,0,0,0,99 +17722822,3.83968e+04,39,6,2,1,0,1,0,0,0,0,0,1,0,1,0,1,4.316136e+03,0e+00,2.4096384e+03,22,3,3,3 +19084394,5.16222e+04,60,10,1,1,0,0,0,0,0,0,0,1,0,0,1,1,2.6382595e+03,5.096088e+03,0e+00,8,10,10,110 +14989898,5.6078e+04,53,3,3,0,0,0,1,0,0,0,0,1,0,1,1,1,1.3499823e+03,1.5858447e+03,4.312129e+03,9,9,9,9 +21812752,2.43126e+04,46,9,1,1,1,0,0,0,0,0,1,0,0,0,1,1,7.955354e+02,7.4441425e+02,0e+00,6,15,9,113 +20438805,1.31985e+04,32,8,2,1,0,0,0,0,0,0,0,1,0,1,1,1,2.530139e+03,3.8919204e+03,1.5386294e+03,29,35,22,125 +13626330,1.0818e+04,29,5,3,1,0,0,0,1,0,0,0,1,0,1,1,1,1.6658617e+03,4.36428e+03,9.098086e+01,26,28,26,126 +13631910,2.6112e+04,37,7,1,0,0,0,0,0,0,0,0,1,0,0,1,0,0e+00,2.106245e+03,0e+00,18,11,17,27 +24538950,3.19914e+04,39,7,5,1,0,0,0,0,0,0,0,1,0,0,1,1,5.0187546e+02,2.4421245e+02,0e+00,15,17,16,111 +31351093,0e+00,15,0,0,0,0,0,0,0,1,0,1,0,0,1,0,0,0e+00,0e+00,4.74356e+03,3,3,3,3 +16361460,7.8689e+03,58,8,4,1,0,0,0,0,0,0,0,1,0,1,0,1,7.1745117e+03,0e+00,2.8650427e+02,29,3,3,3 +25902358,4.9075e+03,34,10,0,1,0,0,0,0,0,0,1,0,0,0,1,1,2.9883658e+02,6.187341e+02,0e+00,39,25,26,37 +19074972,1.37886e+04,61,1,1,1,0,0,0,1,0,0,0,1,0,1,1,0,0e+00,8.55152e+02,2.1991477e+03,23,12,20,14 +31339639,2.69675e+04,30,0,0,0,0,0,0,1,0,0,1,0,0,0,1,1,3.4093103e+02,2.4953577e+03,0e+00,35,125,11,3 +23165407,1.61759e+04,30,5,0,1,0,0,0,0,0,0,1,0,0,1,0,1,1.2720483e+03,0e+00,2.7081662e+02,40,12,7,3 +23168450,6.3623e+03,91,7,0,0,0,0,0,0,0,0,0,0,0,1,1,1,9.4257385e+01,3.8895754e+03,7.203176e+01,42,15,15,13 +14992681,3.4144e+04,62,2,2,1,0,0,0,0,0,0,0,1,0,0,1,1,1.8232559e+03,5.605113e+03,0e+00,21,90,12,6 +14989711,4.28087e+04,53,3,2,1,0,1,0,0,0,0,0,1,0,1,1,1,0e+00,8.8973596e+02,3.6378853e+03,23,13,19,10 +25890692,0e+00,18,7,0,0,0,1,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,5.521672e+03,10,11,13,6 +21800432,4.58172e+04,44,4,1,0,0,1,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +28621782,3.6046e+03,39,7,3,0,0,0,0,0,1,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +21800800,0e+00,15,3,1,0,0,0,0,1,0,0,1,0,0,1,0,0,0e+00,0e+00,2.487647e+03,6,6,11,3 +28620501,2.6649e+03,56,6,1,0,1,0,0,0,0,0,0,1,0,1,1,1,3.3645047e+02,1.68102e+02,4.2279385e+01,34,19,43,99 +19084800,2.9421e+04,19,4,1,0,0,1,0,0,0,0,1,0,0,1,1,1,2.7713962e+02,4.384187e+03,1.00262775e+03,22,28,80,47 +20449920,2.7699e+04,36,3,4,0,0,0,0,0,0,0,0,0,1,1,1,1,3.8420493e+02,2.4898875e+03,1.5692887e+03,40,27,14,12 +23171935,2.44758e+04,57,3,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +13632120,9.05e+03,66,6,1,1,0,0,0,0,0,1,0,1,0,0,1,1,5.0028345e+03,3.2141977e+02,0e+00,12,8,9,111 +21812336,1.94142e+04,41,4,1,1,0,0,0,0,1,0,1,0,0,1,1,1,1.751423e+03,5.2574126e+03,2.9616113e+02,28,18,13,117 +14989953,4.49878e+04,41,10,3,0,0,0,0,1,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +16357620,3.8535e+03,41,8,5,1,0,1,0,0,0,0,0,1,0,1,0,1,3.6914077e+03,0e+00,2.4655292e+02,10,9,10,7 +29983998,2.168452e+05,48,8,1,1,0,0,1,0,0,0,0,0,1,1,0,1,2.4462305e+03,0e+00,5.852433e+03,6,6,6,6 +16359540,9.221e+02,69,9,3,1,1,0,0,0,0,0,0,0,0,1,1,1,9.4094183e+02,2.2667581e+02,1.347827e+02,33,19,17,42 +31354382,2.80646e+04,79,9,0,0,0,0,0,0,0,0,0,1,0,1,1,1,7.8934546e+02,3.00954e+02,1.6862982e+02,47,7,26,85 +31346125,1.99663e+04,68,8,0,1,0,0,0,0,0,0,0,1,0,1,1,1,1.4218518e+03,8.910815e+02,9.032259e+01,15,17,26,100 +31347528,1.97225e+04,52,2,1,1,0,0,0,0,1,0,0,1,0,1,1,1,5.405313e+01,2.5863245e+02,2.7885205e+02,37,42,38,30 +19088594,4.2021e+04,31,1,3,0,0,0,0,0,0,0,0,1,0,1,1,1,4.0333628e+03,5.21635e+02,9.672119e+02,37,128,6,3 +24534828,1.67526e+04,43,1,2,1,0,1,0,0,0,0,1,0,0,1,1,0,0e+00,3.9134866e+03,1.5431325e+02,4,6,49,61 +23178259,5.91899e+04,51,7,0,1,0,0,0,1,0,0,1,0,0,0,1,1,5.0074203e+02,2.6556726e+03,0e+00,5,23,45,49 +23176848,9.318e+03,71,7,0,1,1,0,0,0,0,0,0,1,0,1,1,1,1.2488656e+03,2.1193303e+02,1.1993207e+02,31,19,18,115 +14995200,2.31165e+04,20,5,2,0,0,1,0,0,0,0,1,0,0,1,1,1,3.3121564e+02,5.595127e+03,1.2028083e+03,22,28,80,47 +25906348,2.70321e+04,59,6,0,0,0,0,0,0,1,0,0,0,1,1,1,1,7.5575347e+03,4.145563e+03,1.2656241e+03,22,37,38,56 +24533568,3.63222e+04,51,9,3,1,0,0,0,0,0,0,0,1,0,1,0,0,0e+00,0e+00,4.5719e+02,9,5,8,7 +28621572,3.8613e+03,19,4,1,0,0,1,0,0,0,0,1,0,0,1,1,0,0e+00,6.163498e+02,3.592403e+02,12,9,8,110 +13633220,6.693e+04,59,9,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +13630980,2.1909e+04,52,2,2,0,0,0,0,0,0,0,0,1,0,0,1,0,0e+00,5.541378e+03,0e+00,0,0,93,6 +17724330,3.70734e+04,27,4,4,0,1,0,0,0,0,0,0,0,1,1,1,1,0e+00,1.7932078e+04,1.2164653e+03,19,18,16,18 +16358316,6.5077e+03,48,8,3,1,0,0,0,1,0,0,1,0,0,1,1,1,1.5837744e+03,6.3308813e+03,3.3256436e+02,38,21,38,23 +25889096,2.4482e+03,66,3,0,1,0,0,1,0,0,0,0,1,0,1,1,1,6.6289307e+02,3.575799e+02,2.5091304e+03,37,11,105,6 +14989381,2.50613e+04,27,6,2,1,0,0,0,0,0,0,1,0,0,1,0,1,1.9995161e+03,0e+00,4.4003763e+02,40,12,7,3 +20437215,3.12825e+04,41,8,4,1,0,0,0,1,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +27261840,1.3618e+04,60,2,0,1,1,0,0,0,0,0,1,0,0,1,1,0,0e+00,1.135491e+03,1.0131068e+03,9,13,40,65 +14992197,1.73745e+04,65,5,2,0,0,0,0,0,0,1,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +27256500,2.0468e+04,18,5,0,1,0,1,0,0,0,0,1,0,0,1,1,1,2.7069268e+03,1.2534426e+04,3.363182e+02,19,13,39,97 +31357993,3.62112e+04,50,0,2,1,0,0,0,1,0,0,0,1,0,0,1,0,0e+00,3.5163e+02,0e+00,0,0,51,48 +28628922,5.4241e+03,30,9,1,1,0,0,0,0,0,0,1,0,0,0,1,1,8.478709e+01,1.4193134e+02,0e+00,39,25,26,37 +17715074,6.45099e+04,51,8,3,1,0,0,0,0,1,0,0,0,0,1,1,1,4.395739e+03,2.1077318e+04,2.2371829e+03,11,7,10,155 +31339317,4.00223e+04,18,3,0,0,0,0,0,0,0,0,1,0,0,0,1,1,1.7109863e+03,3.388315e+02,0e+00,0,0,42,143 +14998401,0e+00,16,8,2,0,0,0,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,4.77673e+02,0,0,3,15 +29994646,0e+00,21,6,0,1,0,0,0,1,0,0,1,0,0,0,1,1,4.3079785e+03,9.519066e+02,0e+00,38,42,9,99 +31337454,2.26527e+04,60,0,0,1,0,0,0,1,0,0,0,1,0,1,1,0,0e+00,4.191813e+02,8.143235e+02,23,12,20,14 +31359764,8.49229e+04,53,2,1,1,0,0,0,0,0,0,0,0,1,1,0,1,2.2295242e+03,0e+00,7.838907e+02,80,17,3,3 +19088104,8.547e+03,27,6,2,1,0,0,0,0,0,0,0,1,0,0,1,0,0e+00,1.439567e+03,0e+00,0,0,0,99 +29991016,7.97214e+04,46,6,0,0,0,0,0,0,0,0,1,0,0,1,1,0,0e+00,1.8287231e+03,2.7983357e+03,10,30,80,3 +20437440,0e+00,18,4,2,0,0,0,0,0,1,0,1,0,0,1,0,0,0e+00,0e+00,1.948224e+03,3,3,3,3 +20438235,0e+00,22,4,2,1,0,0,0,1,0,0,1,0,0,1,0,1,4.8555566e+03,0e+00,2.3442898e+03,29,33,35,21 +16351260,3.561e+03,37,7,3,1,0,0,0,0,0,0,0,1,0,1,1,1,7.191639e+02,2.1416428e+02,1.8876189e+02,30,30,41,26 +27265720,1.6846e+04,38,6,0,1,0,0,0,0,0,1,0,1,0,1,1,0,0e+00,1.6004628e+04,9.96924e+02,0,0,43,67 +23179092,7.0404e+03,38,4,2,1,0,0,0,0,0,1,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +27266780,0e+00,14,8,0,1,0,1,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,4.968099e+03,13,10,7,14 +31342491,0e+00,16,1,0,1,0,0,0,1,0,0,1,0,0,1,1,1,1.8897762e+02,4.8840247e+02,4.2252537e+01,39,37,48,10 +16356564,3.1271e+03,46,6,7,0,0,0,0,0,0,0,0,1,0,1,0,0,0e+00,0e+00,1.047216e+03,0,5,10,3 +29977398,4.2438e+03,84,13,0,1,0,0,0,0,0,0,0,1,0,1,1,1,7.3972036e+03,1.6838848e+03,2.2870517e+02,20,22,12,120 +25892421,5.179e+03,74,11,0,1,0,1,0,0,0,0,0,1,0,1,1,1,2.4181172e+03,1.0022663e+03,2.5020969e+02,24,23,19,128 +17714216,6.48219e+04,51,8,2,0,0,0,0,0,1,0,0,1,0,0,1,0,0e+00,4.1652746e+04,0e+00,0,0,0,99 +20441535,4.18275e+04,39,5,2,1,0,1,0,0,0,0,1,0,0,0,0,1,2.820759e+03,0e+00,0e+00,13,17,12,0 +20446290,0e+00,21,3,2,1,0,0,0,0,0,0,1,0,0,1,0,1,4.1062686e+03,0e+00,2.821658e+03,15,18,11,10 +16361580,2.2084e+03,44,4,4,0,0,1,0,0,0,0,0,0,0,1,1,0,0e+00,5.505608e+03,3.086573e+02,48,9,9,9 +24530670,0e+00,19,2,2,0,0,0,1,0,0,0,1,0,0,1,1,1,1.5393103e+02,2.5336216e+03,1.8994524e+02,37,3,3,102 +20442555,3.3483e+04,55,2,2,0,1,0,0,0,0,0,0,1,0,1,1,1,6.411429e+02,7.2583955e+03,5.789475e+02,92,27,12,9 +14990481,2.67784e+04,34,4,4,1,0,0,1,0,0,0,0,1,0,1,1,1,2.8598105e+03,4.5969504e+02,2.2186736e+03,52,19,15,130 +21812832,1.318304e+05,55,8,2,0,0,1,0,0,0,0,0,1,0,0,1,1,5.387309e+02,1.8982436e+04,0e+00,0,0,26,84 +23173193,7.4053e+03,31,6,0,1,0,0,0,1,0,0,1,0,0,0,1,1,1.9250946e+02,2.4111687e+03,0e+00,48,54,13,6 +14995343,4.1811e+04,62,2,2,0,0,0,0,0,0,1,0,1,0,1,0,1,3.8957136e+03,0e+00,4.7085312e+02,16,13,18,3 +25897912,8.2475e+03,45,2,4,1,0,0,0,0,0,0,0,1,0,0,1,0,0e+00,2.668033e+03,0e+00,80,19,0,0 +28614726,7.6831e+03,52,2,1,1,1,0,0,0,0,0,1,0,0,0,1,1,4.332e+02,4.11669e+03,0e+00,112,24,15,3 +27261680,6.9582e+04,52,4,2,1,0,0,0,0,0,0,0,1,0,0,1,1,1.6793043e+03,3.824158e+04,0e+00,15,94,3,3 +17715438,1.83833e+04,14,6,2,0,0,0,0,0,0,0,1,0,0,0,1,1,4.076767e+03,7.819775e+02,0e+00,13,9,109,12 +31344331,4.11976e+04,32,2,3,1,0,0,0,0,0,0,0,1,0,0,0,1,3.1207e+02,0e+00,0e+00,5,5,8,4 +14991966,4.03425e+04,38,8,4,0,0,1,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +25901883,6.0629e+03,49,6,0,0,0,0,0,1,0,0,1,0,0,1,0,1,3.9711543e+03,0e+00,2.1758818e+03,34,35,30,20 +29993590,1.203686e+05,60,10,1,1,1,0,0,0,0,0,0,1,0,0,1,1,8.50538e+03,1.4907769e+04,0e+00,11,10,47,76 +25900781,0e+00,21,3,0,0,0,1,0,0,0,0,1,0,0,1,1,1,2.5306997e+03,7.5758765e+03,3.3203632e+02,14,23,28,18 +20451060,0e+00,22,4,2,0,0,0,0,0,0,1,1,0,0,1,1,0,0e+00,3.6755686e+03,7.793265e+02,98,23,7,4 +14993726,3.564e+03,66,3,2,0,0,1,0,0,0,0,1,0,0,0,1,0,0e+00,7.03286e+02,0e+00,0,0,0,70 +28616217,2.4805e+03,33,3,3,0,0,0,0,0,0,0,0,0,0,0,1,0,0e+00,4.7625e+02,0e+00,0,0,0,99 +31351507,2.06931e+04,23,2,2,0,0,0,0,0,1,0,0,1,0,0,1,0,0e+00,2.42093e+03,0e+00,0,0,0,99 +28617582,3.9448e+03,29,8,1,0,0,0,0,0,0,0,1,0,0,1,1,1,7.501732e+02,2.1198918e+03,2.8023465e+02,17,19,17,18 +31349345,5.64535e+04,52,2,1,1,0,1,0,0,0,0,0,1,0,1,1,0,0e+00,5.2403107e+02,9.374919e+01,27,35,32,17 +31338926,1.461236e+05,46,6,0,1,0,1,0,0,0,0,1,0,0,1,1,1,1.5616084e+03,8.1229023e+03,1.0500554e+03,135,19,6,6 +27265180,1.467e+04,28,9,1,0,0,1,0,0,0,0,0,1,0,0,0,1,4.999668e+03,0e+00,0e+00,17,15,10,13 +14989238,5.01919e+04,46,6,4,1,0,0,0,0,0,0,0,0,1,1,1,1,1.4586151e+03,1.634751e+04,4.215266e+02,13,9,14,10 +27259840,4.9068e+04,40,2,0,1,1,0,0,0,0,0,1,0,0,0,1,0,0e+00,1.919922e+03,0e+00,0,0,96,3 +19077982,4.38158e+04,41,1,1,0,0,0,0,0,0,0,0,1,0,1,1,0,0e+00,4.6318472e+02,6.996425e+02,26,6,6,6 +19076316,9.6887e+04,54,4,3,0,0,0,0,0,1,0,0,1,0,1,1,1,3.7827708e+03,1.970427e+04,5.9527886e+03,6,71,75,39 +24538500,7.15572e+04,59,7,4,0,0,1,0,0,0,0,0,1,0,0,1,0,0e+00,1.03115e+03,0e+00,0,0,0,99 +31350081,3.42493e+04,43,3,4,0,0,0,0,0,0,0,0,1,0,1,0,0,0e+00,0e+00,6.6054e+02,0,5,10,3 +24535764,3.94362e+04,53,1,3,0,0,0,0,0,0,0,0,1,0,0,1,0,0e+00,3.00828e+03,0e+00,0,0,93,6 +23165186,3.23966e+04,49,5,2,1,0,0,0,0,0,0,0,0,1,1,1,1,7.709965e+02,9.650512e+03,2.5924747e+02,13,9,14,10 +13633830,2.1751e+04,65,5,1,0,0,0,0,0,0,0,0,1,0,0,0,1,2.032867e+03,0e+00,0e+00,22,25,12,23 +21802272,1.79634e+04,54,5,3,1,0,0,0,1,0,0,0,0,1,1,1,1,1.2047379e+03,2.6603714e+02,1.0331667e+02,36,24,21,120 +20444940,3.50265e+04,56,3,4,1,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +23170303,5.51862e+04,62,8,1,1,0,0,0,0,0,0,0,1,0,0,1,1,8.8071796e+02,1.0989728e+04,0e+00,9,10,6,112 +13627670,0e+00,18,3,1,1,0,0,1,0,0,0,1,0,0,1,1,1,3.5170633e+02,7.620684e+02,8.315589e+02,23,23,21,104 +24530346,3.22416e+04,34,2,5,1,0,0,0,0,0,0,0,1,0,0,0,1,3.2707e+02,0e+00,0e+00,5,5,8,4 +14995354,9.1795e+03,21,6,2,1,0,1,0,0,0,0,1,0,0,0,1,0,0e+00,8.725044e+03,0e+00,0,0,0,99 +16358724,3.1414e+03,24,3,3,0,0,0,0,1,0,0,1,0,0,0,1,1,3.29364e+02,7.369054e+03,0e+00,100,15,14,6 +25895138,3.5644e+03,53,7,0,1,0,0,0,1,0,0,1,0,0,1,1,1,8.0474396e+02,4.5369794e+02,7.6532776e+02,20,23,38,111 +31340697,0e+00,14,6,0,1,0,1,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +25895746,2.1041e+03,57,4,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +20445285,4.88715e+04,38,5,4,1,1,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +24527484,1.26144e+04,42,0,3,1,0,1,0,0,0,0,0,0,0,0,1,0,0e+00,2.4181e+02,0e+00,18,10,19,10 +13633180,7.751e+03,42,2,3,1,0,0,0,0,1,0,0,0,0,0,1,0,0e+00,5.97132e+02,0e+00,0,24,58,17 +20439615,5.1285e+03,33,9,2,1,0,0,0,0,0,1,1,0,0,1,1,1,7.0566077e+02,8.645835e+03,1.3171986e+02,25,21,25,21 +19078108,6.18744e+04,31,1,2,1,0,0,0,1,0,0,0,1,0,1,1,1,1.4440621e+03,7.838456e+03,1.1762235e+02,46,73,14,13 +16351668,0e+00,17,9,3,1,0,1,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +13633140,1.1375e+04,27,6,2,0,0,0,0,0,1,0,0,1,0,0,1,1,2.4325493e+03,3.1246763e+03,0e+00,17,31,45,70 +17722029,4.86694e+04,58,5,2,0,0,0,0,1,0,0,0,1,0,1,1,0,0e+00,2.7827316e+04,4.580587e+02,23,70,7,16 +24535278,2.817e+03,84,2,2,1,0,0,0,0,1,0,0,1,0,1,1,1,1.0726165e+02,1.6878452e+03,5.347302e+02,13,48,58,51 +19075994,8.5512e+03,20,5,1,0,0,0,0,0,0,0,1,0,0,1,1,1,7.755765e+02,4.204102e+02,1.6052123e+03,11,12,9,99 +31351162,2.58612e+04,72,2,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +20443920,3.10365e+04,49,6,2,0,0,0,0,1,0,0,1,0,0,0,1,1,2.5039172e+03,2.1401588e+02,0e+00,19,19,26,115 +20439270,1.2618e+05,62,9,2,0,1,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +27265920,1.4604e+04,19,6,0,1,0,0,0,0,0,0,1,0,0,1,1,1,4.601938e+03,7.5101e+03,4.5631143e+03,32,31,31,134 +20441190,1.3215e+04,40,7,4,1,0,0,0,0,0,0,0,1,0,1,1,1,2.606664e+03,2.3562804e+02,3.5411482e+03,40,117,19,21 +28617456,4.2752e+03,43,3,1,1,0,0,0,0,0,0,1,0,0,1,1,1,4.106604e+02,2.5118813e+03,5.3292126e+02,25,22,28,22 +24529734,3.81564e+04,52,0,3,1,0,1,0,0,0,0,0,1,0,0,1,1,7.527273e+01,3.046691e+02,0e+00,48,53,6,3 +14997972,2.30186e+04,72,2,2,0,0,0,0,1,0,0,0,0,0,1,1,0,0e+00,1.9384243e+03,3.9689194e+03,31,3,51,54 +23175216,5.0793e+03,70,6,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +17719949,1.53673e+04,25,11,2,0,0,1,0,0,0,0,0,1,0,0,1,0,0e+00,1.738656e+04,0e+00,0,0,0,99 +20445165,1.35372e+05,60,7,2,0,0,0,0,1,0,0,0,0,0,1,1,1,2.7481519e+03,2.1743871e+04,2.2210127e+03,20,32,71,71 +20451510,6.16035e+04,62,9,2,0,0,0,0,1,0,0,1,0,0,1,1,0,0e+00,1.2742562e+04,1.833717e+03,0,0,40,73 +16353216,0e+00,19,4,3,0,0,0,1,0,0,0,1,0,0,0,1,0,0e+00,8.117877e+03,0e+00,6,6,6,6 +31349713,1.208466e+05,35,5,3,0,0,1,0,0,0,0,0,0,0,0,1,0,0e+00,2.66902e+03,0e+00,0,0,0,99 +14988754,1.9844e+04,29,8,4,1,0,0,0,1,0,0,0,1,0,1,0,0,0e+00,0e+00,7.787412e+03,31,3,3,3 +23168892,1.07487e+04,68,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +17715867,3.54354e+04,65,12,2,1,0,1,0,0,0,0,0,1,0,1,1,1,2.8109082e+03,1.3539781e+03,3.068369e+02,24,23,19,128 +21814544,2.43854e+04,69,12,1,1,0,0,0,1,0,0,0,1,0,0,0,1,3.210794e+03,0e+00,0e+00,7,11,14,8 +17713852,3.66652e+04,36,3,2,1,0,1,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,1.938071e+03,17,15,5,3 +29993832,2.69676e+04,44,14,3,1,0,1,0,0,0,0,0,1,0,1,1,1,2.8786416e+03,1.6309357e+03,2.7087082e+02,99,30,30,25 +21808224,4.00374e+04,60,3,1,0,0,0,0,1,0,0,0,1,0,1,0,0,0e+00,0e+00,7.27748e+02,3,3,3,3 +24542046,3.06936e+04,43,1,2,1,0,0,0,1,0,0,1,0,0,1,1,1,1.266383e+02,2.121914e+03,1.7940738e+02,28,7,20,86 +20448015,1.2057e+04,85,2,2,1,0,1,0,0,0,0,0,1,0,1,1,1,1.5210526e+03,2.1439397e+03,2.626043e+02,36,10,8,3 +14993198,5.15724e+04,38,6,4,0,1,0,0,0,0,0,0,1,0,1,1,1,3.7471965e+03,4.8560884e+03,1.6336239e+04,24,24,70,83 +19074720,7.1246e+04,34,4,3,0,0,0,0,1,0,0,0,1,0,1,1,1,4.7538547e+02,5.1752155e+02,9.705457e+02,10,17,17,113 +28630308,7.6144e+03,46,6,3,1,0,0,0,0,0,0,0,1,0,1,1,1,6.094917e+02,2.8025996e+03,4.5190134e+02,32,24,21,131 +21812224,0e+00,16,4,1,1,0,0,0,0,0,0,1,0,0,1,1,1,4.7614792e+02,2.679416e+02,1.1819891e+03,35,32,32,134 +14990283,1.46872e+04,50,10,2,1,0,0,0,0,0,1,1,0,0,0,1,1,7.827656e+03,4.421142e+02,0e+00,40,16,36,19 +23171119,1.59303e+04,69,5,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +27252460,3.1108e+04,73,5,0,0,0,0,0,0,1,0,0,1,0,1,1,0,0e+00,1.6051333e+03,4.030522e+02,5,3,3,57 +14998115,1.15676e+04,43,3,3,0,0,1,0,0,0,0,0,0,0,1,1,0,0e+00,1.0876812e+04,6.376192e+02,48,9,9,9 +29982810,5.0358e+03,39,9,0,1,0,0,0,0,1,0,0,1,0,1,1,0,0e+00,7.590594e+03,3.9344843e+02,11,29,50,40 +31353278,0e+00,15,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +29991632,1.993024e+05,55,5,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +13631790,1.9334e+04,43,3,3,1,0,0,1,0,0,0,0,0,0,0,1,0,0e+00,5.121813e+03,0e+00,0,35,22,42 +17725331,0e+00,9,8,2,0,0,0,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +13625060,7.6087e+04,53,3,2,0,0,1,0,0,0,0,0,1,0,0,0,1,1.8974385e+04,0e+00,0e+00,18,10,2,0 +17722458,2.71557e+04,19,5,2,1,0,1,0,0,0,0,0,0,1,0,1,1,7.541438e+02,1.1358811e+04,0e+00,118,12,13,7 +17714645,0e+00,10,9,2,1,0,1,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,1.843222e+04,13,12,3,9 +24533118,4.3362e+04,69,7,2,0,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +14998214,3.6729e+03,22,7,2,1,0,1,0,0,0,0,1,0,0,1,1,1,8.608565e+02,3.2466575e+03,4.243614e+03,23,70,37,30 +24535728,2.17296e+04,69,7,2,0,0,0,0,1,0,0,0,1,0,0,0,1,5.0435e+02,0e+00,0e+00,0,0,2,3 +28617246,2.9696e+03,19,4,1,0,0,0,0,0,0,0,1,0,0,0,1,1,8.414985e+02,1.2021923e+02,0e+00,13,9,109,12 +20439960,4.6014e+04,51,6,7,0,0,1,0,0,0,0,0,0,0,0,1,1,1.4601772e+03,1.8101824e+04,0e+00,16,53,30,37 +25887462,1.8713e+03,65,2,0,1,0,0,0,1,0,0,0,1,0,1,1,0,0e+00,1.3111743e+03,3.023501e+03,23,12,20,14 +29989828,4.70448e+04,63,12,1,1,0,1,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +14989568,2.62856e+04,36,6,3,0,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +24539436,9.12672e+04,57,5,3,0,0,1,0,0,0,0,0,1,0,0,1,1,1.84739e+02,8.675046e+03,0e+00,0,0,26,84 +21804064,3.16108e+04,35,8,4,1,0,1,0,0,0,0,0,0,0,1,1,1,2.9468824e+01,5.9575566e+03,1.8409079e+02,39,24,40,33 +29991544,0e+00,21,6,0,1,0,1,0,0,0,0,1,0,0,1,1,1,2.227443e+03,3.7466653e+02,1.5552219e+02,12,16,57,58 +14994056,1.32792e+04,69,9,2,0,0,0,0,1,0,0,0,1,0,0,0,1,7.37865e+02,0e+00,0e+00,0,0,2,3 +29977068,1.52251e+05,58,8,2,0,0,0,0,0,1,0,0,1,0,1,1,1,2.972177e+03,2.8946016e+04,1.2419482e+04,6,71,75,39 +23163350,0e+00,20,1,0,0,0,0,0,1,0,0,1,0,0,1,0,0,0e+00,0e+00,2.169757e+03,6,6,11,3 +31356521,2.8313e+04,40,0,0,1,0,1,0,0,0,0,1,0,0,1,1,1,8.234294e+02,1.6475725e+03,1.3669424e+02,25,27,116,9 +17718662,1.61668e+04,25,11,2,0,0,1,0,0,0,0,1,0,0,0,1,1,1.7438042e+03,3.0477617e+03,0e+00,32,34,8,8 +29991830,5.46546e+04,66,6,0,0,0,0,0,1,0,0,0,1,0,1,1,1,3.5214883e+02,6.288365e+03,1.1242771e+03,123,32,11,6 +16353792,2.5028e+03,22,7,3,1,0,0,0,0,0,0,1,0,0,0,1,1,3.9913003e+03,2.4383381e+03,0e+00,122,30,29,24 +14996883,4.38152e+04,60,8,2,0,0,0,1,0,0,0,1,0,0,1,1,1,2.9455317e+03,4.8769893e+03,1.1601564e+03,17,20,16,141 +13625960,0e+00,16,1,1,1,0,0,0,0,1,0,1,0,0,1,0,0,0e+00,0e+00,2.20018e+03,13,7,3,3 +27251120,1.12176e+05,46,8,0,0,0,0,0,0,0,0,1,0,0,1,0,1,6.586247e+03,0e+00,2.3044824e+03,6,10,20,28 +23170932,1.65792e+04,56,2,2,1,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +14988853,1.71094e+04,75,5,2,0,0,0,0,0,1,0,0,1,0,1,1,0,0e+00,4.798321e+02,1.9595348e+02,5,3,3,57 +27269140,1.73488e+05,57,9,0,0,0,0,0,0,0,0,0,1,0,1,1,1,1.7916246e+04,5.1076527e+04,3.648227e+03,34,41,59,46 +24526872,5.07672e+04,42,0,2,1,0,1,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,5.8202e+02,17,15,5,3 +21802800,2.75808e+04,63,6,1,1,0,0,0,0,0,0,0,1,0,1,1,1,4.488785e+02,4.889938e+03,2.0498212e+02,28,21,22,23 +17722328,1.177696e+05,46,3,2,0,0,1,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +14995112,1.11661e+04,36,6,2,0,0,1,0,0,0,0,0,0,0,0,1,1,1.4484431e+03,2.0027848e+03,0e+00,6,9,8,111 +25900230,0e+00,22,4,0,1,0,0,1,0,0,0,1,0,0,0,1,1,2.6839087e+03,8.574552e+03,0e+00,17,48,51,38 +20443230,6.61065e+04,44,11,5,1,0,0,1,0,0,0,0,1,0,0,1,1,6.67577e+02,7.749065e+02,0e+00,29,29,14,31 +14992956,2.56861e+04,53,3,4,1,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +19077212,6.38806e+04,45,5,3,1,0,0,0,0,0,0,0,0,1,1,1,1,1.074769e+03,1.3018576e+04,3.4106766e+02,13,9,14,10 +28631715,0e+00,17,2,1,1,0,0,0,0,0,1,1,0,0,0,1,0,0e+00,2.71926e+03,0e+00,81,6,6,6 +16351956,6.0963e+03,47,7,3,0,0,0,0,0,1,0,1,0,0,0,1,1,3.887779e+03,3.2395175e+02,0e+00,15,27,57,51 +17723472,1.70612e+04,62,9,2,1,1,0,0,0,0,0,0,1,0,1,1,1,2.1112275e+03,6.079136e+02,1.6092525e+02,31,19,18,115 +23170524,4.19234e+04,60,6,0,0,0,0,0,0,1,0,1,0,0,1,0,1,2.030666e+03,0e+00,1.311922e+03,10,9,15,14 +16361700,5.2112e+03,35,5,5,0,0,0,0,0,0,1,0,1,0,0,1,1,1.8710321e+03,5.2011163e+02,0e+00,13,10,12,112 +29990488,5.12468e+04,56,6,1,1,0,0,1,0,0,0,0,1,0,0,0,1,1.092e+04,0e+00,0e+00,21,13,0,0 +24531768,2.72502e+04,65,3,2,0,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +21814016,6.20958e+04,75,8,1,0,0,0,0,0,0,0,0,1,0,1,0,0,0e+00,0e+00,2.432088e+03,12,5,12,7 +25896297,8.565e+02,74,6,0,1,0,0,0,0,0,0,1,0,0,0,1,0,0e+00,1.862625e+03,0e+00,0,0,0,99 +17713644,8.2602e+03,62,9,2,0,0,0,0,0,0,0,0,1,0,1,1,1,1.4504647e+03,7.5590063e+02,2.7683044e+02,28,21,18,119 +13632160,1.3241e+04,19,4,1,1,0,0,0,1,0,0,1,0,0,1,1,1,1.2556353e+03,4.8341255e+03,1.6138857e+02,33,20,9,120 +29991302,6.64774e+04,51,11,0,1,0,0,0,0,1,0,1,0,0,1,1,1,4.0918257e+03,3.1800818e+02,3.332217e+03,33,29,25,129 +21801456,7.00336e+04,64,7,1,1,0,0,0,0,0,1,1,0,0,0,1,1,2.1591118e+03,5.584458e+03,0e+00,23,35,24,121 +29985428,2.73592e+04,34,13,0,0,0,1,0,0,0,0,1,0,0,0,1,1,1.0642361e+03,6.2135723e+03,0e+00,32,34,8,8 +17717154,7.83146e+04,37,4,6,1,0,1,0,0,0,0,0,1,0,1,1,1,5.904538e+02,2.7017554e+03,1.9543485e+03,27,96,66,33 +14992098,1.88914e+04,83,3,2,0,0,1,0,0,0,0,0,1,0,1,1,1,1.4143691e+03,7.37106e+02,2.8100406e+02,22,13,15,115 +27263140,1.44388e+05,32,4,0,0,0,0,0,0,1,0,1,0,0,0,1,0,0e+00,6.810428e+04,0e+00,90,3,3,3 +20440290,2.85285e+04,75,2,2,1,0,0,0,0,0,0,0,0,0,1,1,1,6.769447e+01,6.78483e+02,2.1451836e+02,66,61,10,6 +13625510,2.3085e+04,28,7,1,1,0,0,0,0,0,0,1,0,0,0,1,0,0e+00,9.869633e+03,0e+00,75,4,0,0 +31355118,4.80447e+04,23,2,0,1,0,1,0,0,0,0,0,0,1,0,1,1,3.72521e+02,1.9295892e+03,0e+00,118,12,13,7 +13628040,6.8039e+04,49,9,1,0,0,0,0,0,0,0,1,0,0,1,1,1,5.9056294e+03,1.3352692e+04,3.5483206e+02,16,18,28,108 +17724473,2.5766e+03,24,10,2,0,0,1,0,0,0,0,1,0,0,1,1,1,6.0216284e+03,9.410348e+03,2.6277133e+02,26,24,61,79 +25887424,0e+00,18,4,0,0,0,0,0,0,1,0,1,0,0,1,0,0,0e+00,0e+00,1.891316e+03,3,3,3,3 +14988237,3.37304e+04,58,8,3,1,0,1,0,0,0,0,0,1,0,1,0,0,0e+00,0e+00,3.1500379e+04,11,16,14,16 +17720313,6.87739e+04,36,3,2,1,0,0,0,0,1,0,0,0,1,1,0,1,3.3795251e+03,0e+00,1.3005053e+04,31,21,6,3 +13629950,4.5195e+04,60,10,3,0,0,0,0,0,0,0,0,1,0,1,1,1,7.2465784e+02,5.005704e+03,3.7797034e+03,20,127,24,22 +31347574,0e+00,16,1,0,0,0,0,0,0,1,0,1,0,0,0,1,1,7.618356e+02,1.9414872e+03,0e+00,18,17,43,85 +25905721,2.2694e+03,45,2,1,0,0,0,0,0,0,0,0,1,0,0,0,1,9.3e+03,0e+00,0e+00,29,0,0,0 +14993341,5.77962e+04,37,7,5,0,0,1,0,0,0,0,0,0,0,0,1,0,0e+00,1.0696208e+04,0e+00,0,0,0,99 +27266900,1.09426e+05,55,7,1,1,1,0,0,0,0,0,0,1,0,0,1,1,1.117977e+04,1.2930242e+04,0e+00,11,10,47,76 +28617414,6.9321e+03,56,6,1,1,0,0,0,0,0,0,0,1,0,1,1,0,0e+00,2.3026546e+02,5.429709e+02,0,1,3,7 +25891262,9.4284e+03,60,7,1,1,0,0,0,0,1,0,0,0,0,1,1,1,4.097423e+03,1.5687016e+04,2.6642207e+03,11,7,10,155 +28624197,1.3635e+03,75,5,1,1,0,0,0,1,0,0,0,1,0,1,0,1,1.225368e+03,0e+00,1.3409105e+03,32,15,19,19 +19080922,0e+00,16,8,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +17718012,6.2452e+03,70,7,2,0,0,0,0,0,0,0,0,1,0,1,1,1,4.613793e+02,1.0911764e+04,4.4580923e+03,46,30,19,21 +20442900,0e+00,20,9,2,1,0,1,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,1.6750426e+04,10,11,10,9 +27257520,3.0278e+04,63,5,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +27253520,1.446e+04,62,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +14994914,2.35224e+04,60,9,3,1,0,1,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +17712565,1.00555e+04,49,6,3,1,0,1,0,0,0,0,0,1,0,1,1,0,0e+00,5.886309e+02,6.013682e+02,12,45,38,38 +29996076,4.8455e+04,49,8,1,1,0,0,0,0,0,0,0,1,0,1,1,1,1.283632e+03,1.9369408e+02,3.099001e+02,13,17,22,118 +28624449,2.436e+03,19,4,1,0,0,0,1,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +27268940,3.4104e+04,41,3,0,1,0,0,0,1,0,0,1,0,0,1,1,1,8.0567377e+02,1.4127822e+04,1.1150688e+03,28,7,20,86 +31356107,3.84514e+04,23,2,1,1,0,0,0,1,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +23172989,2.75026e+04,53,8,5,0,0,0,0,0,0,0,0,0,0,1,1,1,2.0316908e+03,2.3309462e+02,1.24410355e+02,29,40,23,27 +29993744,1.26984e+04,23,8,0,0,0,0,0,0,1,0,1,0,0,1,1,1,2.974361e+03,4.9060234e+03,3.9311396e+03,125,16,20,24 +17718961,0e+00,13,5,2,1,0,0,0,0,0,0,1,0,0,1,1,1,1.7469777e+03,1.0966815e+03,1.751519e+02,39,14,25,36 +24538212,2.19636e+04,81,9,2,0,0,0,0,0,0,0,0,1,0,1,1,1,7.9316364e+02,3.09954e+02,1.7081163e+02,47,7,26,85 +28628712,4.7792e+03,31,1,3,1,0,1,0,0,0,0,0,1,0,1,1,1,2.5170775e+02,2.9125162e+02,1.844387e+02,108,66,6,6 +16358112,5.821e+02,25,4,4,1,0,0,0,0,0,0,0,0,0,1,0,0,0e+00,0e+00,4.79295e+02,6,4,8,8 +29975638,9.64238e+04,48,8,0,1,0,0,0,0,0,0,1,0,0,1,1,1,1.3672117e+03,6.2394683e+03,1.1456016e+03,14,17,12,116 +25906329,0e+00,19,8,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,9.79767e+02,0,0,3,15 +20441310,1.8237e+04,40,7,5,1,0,1,0,0,0,0,0,0,0,1,1,1,2.361706e+01,5.3880825e+03,3.148601e+02,39,24,40,33 +28614642,6.6142e+03,26,5,2,1,0,1,0,0,0,0,0,0,1,1,1,1,2.0508484e+03,5.0016248e+02,7.97e+02,32,29,33,111 +25900800,3.9928e+03,23,5,0,0,0,1,0,0,0,0,1,0,0,1,1,1,2.0954459e+02,8.708366e+03,8.2705615e+02,22,28,80,47 +29993546,0e+00,20,5,0,0,0,0,0,0,1,0,1,0,0,1,0,0,0e+00,0e+00,1.8933816e+04,14,11,11,5 +28624407,4.7714e+03,54,3,3,1,0,0,1,0,0,0,0,1,0,1,1,0,0e+00,1.9459297e+02,5.9712433e+01,3,37,23,48 +16359216,7.4567e+03,59,9,4,1,0,0,0,0,1,0,0,1,0,1,1,1,1.1031934e+03,1.636666e+03,1.659473e+02,13,15,13,112 +24542082,5.4477e+04,36,4,2,1,0,1,0,0,0,0,1,0,0,0,1,1,5.7753784e+02,1.3514436e+03,0e+00,18,110,10,10 +29988244,4.00026e+04,38,8,3,1,0,1,0,0,0,0,0,1,0,0,0,1,9.1e+03,0e+00,0e+00,17,0,0,0 +29984658,1.039874e+05,59,9,1,0,0,0,0,1,0,0,0,0,0,1,1,1,4.332045e+03,7.736669e+03,2.4006362e+03,34,114,36,24 +13628280,3.994e+03,88,8,1,0,0,0,0,1,0,0,0,1,0,0,0,1,4.850265e+03,0e+00,0e+00,7,5,7,11 +16351176,1.03818e+04,50,10,5,1,0,0,0,0,0,0,0,1,0,0,1,1,3.2937158e+02,6.985115e+03,0e+00,3,3,4,77 +19076680,4.1993e+04,32,2,1,0,0,0,0,0,1,0,0,1,0,0,1,0,0e+00,6.923462e+03,0e+00,0,0,0,99 +29989300,0e+00,19,11,0,1,0,1,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,3.626721e+03,16,15,8,10 +27259600,1.6402e+04,18,5,0,0,0,0,1,0,0,0,1,0,0,1,1,1,1.2266875e+03,1.0266385e+04,7.884087e+02,47,14,18,114 +27261960,4.3818e+04,51,3,1,0,0,0,0,0,0,0,0,1,0,0,1,0,0e+00,1.9960273e+04,0e+00,0,0,93,6 +31350748,1.082909e+05,43,3,1,1,0,0,0,1,0,0,0,1,0,0,1,1,2.219787e+03,7.742512e+02,0e+00,45,36,42,16 +28628523,2.7865e+03,51,1,2,0,0,0,0,0,0,0,0,1,0,0,0,1,1.19894e+03,0e+00,0e+00,27,19,29,1 +19078724,1.432004e+05,57,7,3,1,0,0,1,0,0,0,0,0,1,1,1,1,1.6558821e+03,1.6573232e+04,2.9516256e+04,27,117,30,27 +14995871,2.14434e+04,48,8,2,1,0,0,0,1,0,0,1,0,0,1,1,1,1.4382942e+03,8.378496e+03,5.2097064e+02,11,24,29,123 +27254500,1.37866e+05,52,4,1,0,0,0,0,0,0,0,0,0,1,1,1,1,3.4853474e+03,1.6456352e+04,3.1733188e+04,25,17,14,106 +31345412,0e+00,17,2,0,0,0,0,0,0,0,0,1,0,0,1,1,1,3.4019077e+02,6.820339e+02,3.2070645e+02,28,25,62,80 +27263680,3.968e+04,50,2,2,1,0,0,0,0,0,1,0,0,0,0,1,1,3.622449e+03,1.3543381e+03,0e+00,49,0,0,0 +20447100,3.1026e+04,49,6,2,0,0,1,0,0,0,0,1,0,0,1,1,1,1.5634371e+03,3.3099118e+02,1.0707014e+03,29,21,30,38 +23178905,7.4664e+03,46,2,1,0,0,1,0,0,0,0,0,0,0,1,1,0,0e+00,6.4550513e+03,3.8789313e+02,48,9,9,9 +24525162,5.5674e+03,84,2,2,0,0,0,0,0,0,0,0,1,0,1,1,1,3.785094e+02,1.3393224e+02,1.1347096e+02,0,2,56,170 +14996542,7.3623e+04,60,10,2,1,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +19086956,1.76694e+04,67,7,1,1,0,0,0,1,0,0,0,0,0,1,1,1,3.8726016e+03,9.0011774e+02,1.0463356e+03,30,27,11,115 +19081048,2.57418e+04,19,4,1,0,0,1,0,0,0,0,1,0,0,1,1,0,0e+00,1.8459391e+03,9.1800635e+02,12,9,8,110 +14995013,5.1557e+04,61,11,2,0,0,1,0,0,0,0,0,1,0,0,1,0,0e+00,1.3076604e+04,0e+00,0,0,0,99 +29992688,3.2516e+04,93,13,0,1,0,1,0,0,0,0,0,0,0,0,1,0,0e+00,7.59632e+02,0e+00,0,0,0,99 +23170915,3.20884e+04,64,10,2,0,0,0,0,0,0,0,0,1,0,1,1,1,3.8916248e+02,3.3976096e+03,2.5701538e+03,20,127,24,22 +29979840,4.13732e+04,24,9,0,0,0,0,1,0,0,0,1,0,0,1,1,1,2.1116023e+03,1.7250668e+03,3.1712197e+03,146,21,7,7 +20449695,2.94585e+04,30,6,3,1,0,0,0,0,1,0,0,1,0,0,1,1,4.882125e+02,4.0908157e+02,0e+00,20,36,21,47 +19082350,0e+00,15,7,1,1,0,0,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,1.3856942e+04,0,0,0,26 +27251280,2.8714e+04,77,9,0,1,0,0,1,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +31347551,1.068603e+05,52,2,1,0,0,0,0,0,1,0,0,1,0,0,1,1,5.101813e+02,5.195648e+02,0e+00,5,11,10,113 +19083568,1.8613e+04,39,9,4,1,0,1,0,0,0,0,0,1,0,0,1,1,9.9402336e+01,7.619251e+03,0e+00,0,11,52,45 +25902453,3.5053e+03,44,11,0,0,0,0,0,0,0,1,0,1,0,0,0,1,6.309516e+03,0e+00,0e+00,8,7,8,9 +28630140,0e+00,14,6,1,0,0,1,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +21809408,7.5335e+04,54,7,3,0,0,0,0,0,1,0,0,1,0,1,1,1,3.9128052e+02,7.173998e+02,4.9332462e+02,20,27,68,71 +31343227,4.00476e+04,33,2,2,1,0,0,0,0,0,0,0,0,1,1,1,1,1.3032374e+03,2.2166956e+03,3.794568e+01,11,13,21,117 +20449140,2.4633e+04,37,4,5,0,0,0,0,0,0,0,0,1,0,1,0,0,0e+00,0e+00,1.258401e+04,26,10,5,3 +28617330,2.7275e+03,38,8,4,1,0,0,0,0,0,0,0,0,0,0,1,1,6.9302325e+02,1.7160768e+02,0e+00,18,12,0,99 +23178718,5.7652e+03,70,6,0,1,0,0,0,1,0,0,0,0,0,1,1,1,2.74592e+03,1.6538234e+03,3.3555002e+02,33,27,57,92 +16350036,1.2153e+03,21,6,3,0,0,1,0,0,0,0,1,0,0,0,1,0,0e+00,3.736185e+03,0e+00,0,25,47,27 +16358676,5.1173e+03,36,6,6,1,0,0,0,0,0,0,0,1,0,1,1,1,5.0506726e+02,6.1006846e+03,1.1818713e+03,9,20,21,110 +21811408,9.8826e+04,60,3,1,0,0,0,0,0,0,1,0,1,0,1,0,1,8.102436e+02,0e+00,2.866704e+02,16,13,18,3 +17723823,4.6163e+03,23,7,4,1,0,1,0,0,0,0,0,1,0,1,1,0,0e+00,1.3044165e+04,1.1032041e+03,8,15,47,60 +19085696,0e+00,17,2,1,1,0,0,0,0,0,0,1,0,0,1,1,1,1.6832721e+03,1.4153687e+02,7.6364325e+02,35,32,32,134 +24540498,4.68144e+04,36,4,4,1,0,0,0,0,0,0,0,0,0,1,1,1,3.9101242e+02,2.388542e+03,4.6240128e+01,11,10,16,120 +20444265,3.6135e+04,72,9,2,0,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +14994199,9.8967e+03,25,4,4,0,0,0,0,0,1,0,0,1,0,0,1,0,0e+00,4.531917e+03,0e+00,0,0,0,99 +13633780,3.1732e+04,36,6,4,0,0,1,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +28625835,3.8535e+03,39,6,3,1,0,1,0,0,0,0,0,1,0,1,0,1,2.8992234e+03,0e+00,1.4639444e+02,10,9,10,7 +25895157,5.6183e+03,54,5,0,1,0,0,0,0,1,0,1,0,0,1,0,1,6.527137e+03,0e+00,1.1639667e+04,24,13,11,11 +14993968,3.18725e+04,56,6,4,0,0,0,0,0,1,0,0,1,0,1,1,1,1.1571184e+03,2.188981e+03,1.384897e+03,20,27,68,71 +31351139,2.3897e+03,79,9,0,0,0,0,0,0,0,0,0,1,0,1,1,1,2.7278088e+02,8.051066e+02,8.120176e+01,9,16,76,58 +13633910,1.5744e+04,51,1,3,1,0,0,0,1,0,0,0,1,0,0,1,0,0e+00,5.22763e+02,0e+00,0,0,51,48 +31341088,4.04432e+04,64,4,0,0,0,0,0,0,1,0,0,0,0,1,0,1,8.248648e+02,0e+00,2.5182472e+02,26,19,24,20 +14991097,6.8508e+03,86,6,2,1,0,0,0,1,0,0,0,1,0,1,1,0,0e+00,3.192611e+03,9.167775e+02,12,18,13,111 +14997543,1.00606e+04,82,2,2,0,0,0,0,0,0,0,0,0,0,0,1,0,0e+00,9.15232e+02,0e+00,19,67,13,0 +31348954,0e+00,17,2,0,1,0,0,0,0,0,0,1,0,0,0,1,0,0e+00,4.0416e+02,0e+00,18,18,16,5 +27265880,5.9072e+04,43,5,0,1,0,1,0,0,0,0,0,1,0,1,0,1,1.3741958e+04,0e+00,4.079073e+03,22,3,3,3 +20440080,2.44785e+04,55,2,3,1,0,0,0,0,1,0,0,1,0,0,1,1,2.338526e+02,3.105254e+03,0e+00,80,4,0,0 +29990114,1.027664e+05,52,12,3,1,0,1,0,0,0,0,0,0,1,1,1,1,4.8039067e+03,4.3133386e+02,2.909481e+02,11,25,44,61 +23163180,3.5309e+04,67,3,0,1,0,0,1,0,0,0,0,1,0,0,1,0,0e+00,1.5335445e+04,0e+00,0,91,5,3 +16352844,9.1791e+03,34,4,5,1,0,0,0,1,0,0,0,0,1,0,1,1,5.6925e+03,7.3002423e+02,0e+00,69,0,26,73 +25887994,8.3357e+03,46,3,0,1,0,1,0,0,0,0,0,1,0,1,1,1,2.3062744e+03,9.841165e+03,1.072886e+03,42,74,9,10 +29985142,1.2111e+04,23,8,0,1,0,0,0,0,0,0,1,0,0,0,1,1,3.4358606e+03,4.2178633e+03,0e+00,19,13,13,109 +20446185,3.8139e+04,51,8,3,1,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +27251560,0e+00,17,4,0,1,0,0,0,0,0,0,1,0,0,1,1,1,1.7867153e+03,1.1081544e+04,1.1247178e+03,23,40,51,61 +23174400,1.49206e+04,23,4,0,0,0,1,0,0,0,0,1,0,0,1,1,1,2.1458978e+02,3.2337612e+03,7.602389e+02,22,28,80,47 +25904125,2.0908e+03,77,4,0,1,0,0,0,0,0,0,0,1,0,0,1,0,0e+00,1.803873e+03,0e+00,0,0,0,99 +31348609,0e+00,15,7,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +25906386,5.1011e+03,72,3,0,1,0,0,0,0,1,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +29982942,0e+00,18,10,0,1,0,1,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +25897475,0e+00,19,8,0,1,0,0,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,1.29247e+04,0,0,0,26 +21805616,1.341808e+05,39,7,1,0,0,0,0,0,1,0,1,0,0,0,1,0,0e+00,2.2541723e+04,0e+00,0,29,33,37 +19075126,4.3302e+03,83,3,1,0,0,0,0,0,0,0,0,1,0,1,1,1,4.7884122e+02,1.2879509e+02,3.0025278e+02,0,2,56,170 +31354014,4.97858e+04,49,6,0,1,0,1,0,0,0,0,1,0,0,0,1,1,7.9644525e+02,1.8633441e+03,0e+00,14,20,117,24 +16356768,0e+00,16,8,3,1,0,0,0,1,0,0,1,0,0,1,0,0,0e+00,0e+00,2.581527e+03,10,14,5,3 +14990624,6.12458e+04,45,5,7,0,0,0,0,0,0,0,0,1,0,0,1,1,5.838108e+03,1.3331099e+04,0e+00,15,22,60,48 +31346792,4.34493e+04,69,9,0,0,0,0,0,0,0,0,0,0,1,1,1,1,6.7211475e+02,5.286849e+02,3.7871696e+01,44,39,34,42 +21812176,5.06844e+04,46,9,1,1,0,0,0,1,0,0,1,0,0,1,1,1,4.0719144e+02,7.7310386e+03,4.634948e+02,11,24,29,123 +13626200,2.9995e+04,32,2,1,0,0,0,0,0,1,0,0,1,0,0,1,0,0e+00,9.137463e+03,0e+00,0,0,0,99 +27259640,0e+00,15,9,0,1,0,0,1,0,0,0,1,0,0,1,0,0,0e+00,0e+00,3.8484664e+04,10,10,10,10 +19077086,1.25664e+04,29,8,2,1,0,0,0,1,0,0,0,1,0,0,1,1,2.002247e+03,1.69587e+02,0e+00,13,25,26,119 +24532092,1.071756e+05,59,7,2,0,0,0,0,1,0,0,1,0,0,1,0,1,1.8955658e+03,0e+00,1.1243083e+03,6,4,4,48 +29985912,5.13722e+04,56,6,2,1,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +16355748,2.6594e+03,58,8,4,1,0,0,1,0,0,0,0,0,0,0,1,0,0e+00,9.18387e+02,0e+00,0,0,0,99 +13629020,1.876e+04,49,6,1,1,0,0,0,1,0,0,1,0,0,1,1,1,7.2615436e+02,3.773947e+02,9.949746e+02,20,23,38,111 +27261880,2.2488e+04,72,4,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +28630287,0e+00,16,1,1,0,1,0,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,1.28689e+03,8,14,8,3 +20442435,7.43295e+04,58,5,3,1,0,0,0,0,0,0,0,1,0,1,1,1,2.3456836e+03,8.577692e+03,2.6957993e+03,33,16,63,56 +27263960,1.20208e+05,56,8,2,0,0,1,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +28627221,1.688e+03,81,1,1,1,0,1,0,0,0,0,0,1,0,1,1,1,2.922807e+02,5.8205615e+02,6.245509e+01,36,10,8,3 +23171952,1.7338e+03,24,2,0,1,0,0,0,0,0,0,1,0,0,0,0,1,2.868872e+03,0e+00,0e+00,12,6,4,12 +27263840,2.0302e+04,34,6,0,0,0,1,0,0,0,0,0,0,0,0,1,1,2.4667341e+03,6.9346987e+03,0e+00,6,9,8,111 +29985384,1.299034e+05,60,10,0,0,0,0,0,0,1,0,1,0,0,1,0,1,4.246988e+03,0e+00,3.3699385e+03,10,9,15,14 +27254380,4.7686e+04,59,11,1,1,0,0,1,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +27256620,2.22008e+05,52,4,0,0,0,0,0,0,0,0,1,0,0,0,1,1,4.6606023e+04,5.7920684e+03,0e+00,8,7,8,29 +27268080,0e+00,17,4,0,0,0,0,0,0,0,1,1,0,0,1,1,0,0e+00,5.727966e+03,1.174696e+03,98,23,7,4 +31341778,4.37437e+04,70,0,0,1,0,0,0,0,0,0,0,0,0,1,1,1,2.6693007e+01,3.1298538e+02,7.18514e+01,66,61,10,6 +23178701,9.0369e+03,40,3,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0e+00,2.3597e+02,0e+00,0,4,1,11 +23176015,3.1176e+03,71,7,0,1,1,0,0,0,0,0,0,0,0,1,1,1,1.1787849e+03,2.4423221e+02,1.8127957e+02,33,19,17,42 +27252500,6.033e+04,37,9,3,0,0,0,0,0,0,0,0,1,0,0,1,1,1.7295836e+04,2.6144302e+03,0e+00,10,7,18,28 +28630203,0e+00,16,1,1,0,0,0,0,0,1,0,1,0,0,1,0,0,0e+00,0e+00,2.59147e+03,14,11,11,5 +29983514,1.739254e+05,62,11,0,0,0,0,0,0,0,0,0,0,1,1,1,0,0e+00,1.9003986e+04,7.6963423e+03,0,0,0,123 +16361448,1.7052e+03,68,8,3,1,0,0,0,1,0,0,0,0,0,1,1,1,2.4158096e+03,1.7340238e+03,2.4217395e+02,33,27,57,92 +25906367,5.7129e+03,74,7,0,0,0,0,0,0,1,0,0,1,0,1,1,1,0e+00,2.8222795e+04,5.1196234e+02,0,31,36,51 +27257640,8.8142e+04,39,11,3,1,0,0,1,0,0,0,0,1,0,0,1,1,1.682859e+03,1.9557313e+03,0e+00,29,29,14,31 +27260620,1.05084e+05,35,7,3,0,0,1,0,0,0,0,0,0,0,0,1,0,0e+00,1.8107137e+04,0e+00,0,0,0,99 +29992974,3.99872e+04,73,13,0,1,1,0,0,0,0,0,0,0,0,1,1,1,1.0803033e+03,1.7243505e+03,1.948277e+02,36,25,23,33 +25894682,1.8711e+03,47,4,2,1,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +29978124,1.51998e+04,59,7,2,1,0,0,0,1,0,0,0,0,1,1,1,1,3.5140676e+03,5.7595197e+02,1.5858629e+02,36,24,21,120 +25903631,1.4472e+03,48,5,2,0,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +24527772,0e+00,15,5,2,1,0,0,0,0,1,0,1,0,0,1,0,0,0e+00,0e+00,1.52299e+03,6,8,4,3 +31342445,4.0825e+04,56,6,1,1,0,0,0,1,0,0,0,1,0,1,1,1,4.5156244e+02,1.7669263e+03,5.278175e+01,22,21,19,115 +24538176,1.73052e+04,67,5,2,1,0,0,0,1,0,0,0,1,0,0,0,1,1.116e+03,0e+00,0e+00,18,10,0,0 +27252260,1.401e+04,77,9,0,1,0,0,0,0,1,0,0,0,1,1,0,1,4.8319863e+03,0e+00,1.8243549e+03,28,9,11,14 +13628080,3.1387e+04,43,3,1,1,0,1,0,0,0,0,1,0,0,0,1,1,8.357143e+02,1.3707514e+04,0e+00,13,0,0,99 +17724187,2.0683e+03,21,7,2,0,0,1,0,0,0,0,1,0,0,0,1,1,1.25610146e+02,8.530671e+03,0e+00,99,0,2,3 +16353252,5.1122e+03,35,5,5,1,0,0,1,0,0,0,0,1,0,1,1,1,1.3806699e+03,2.2565675e+02,9.6623224e+02,52,19,15,130 +20446635,1.34955e+04,28,4,4,0,0,0,0,0,1,0,0,1,0,0,1,0,0e+00,6.363051e+03,0e+00,0,0,0,99 +25894226,0e+00,20,2,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +14998027,9.54184e+04,59,9,2,0,0,0,0,0,0,0,0,1,0,1,1,1,9.475401e+03,1.6093578e+04,2.0451764e+03,34,41,59,46 +29982128,1.527504e+05,63,13,2,1,0,1,0,0,0,0,0,1,0,0,1,1,6.6566475e+03,6.6401184e+02,0e+00,12,12,10,113 +13627300,1.2988e+04,38,8,4,1,0,0,0,0,0,0,0,0,0,0,1,1,3.139535e+03,3.9314896e+02,0e+00,18,12,0,99 +16356276,6.5896e+03,44,4,5,1,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +21800064,0e+00,15,3,1,1,0,1,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +17721743,5.78136e+04,43,9,2,1,0,1,0,0,0,0,1,0,0,0,0,1,1.0774041e+04,0e+00,0e+00,8,10,9,7 +21812912,6.9784e+03,26,5,1,1,0,0,1,0,0,0,1,0,0,1,1,1,3.4694595e+03,4.0800068e+03,1.8769131e+02,21,24,50,121 +19085738,1.178576e+05,38,8,1,0,0,0,0,0,1,0,1,0,0,1,1,1,1.4764292e+03,2.3100637e+03,1.1769661e+03,31,21,11,110 +21814256,4.09344e+04,50,3,3,1,0,0,0,1,0,0,0,1,0,0,1,0,0e+00,7.59342e+02,0e+00,0,0,51,48 +17714359,8.2628e+03,14,6,2,1,0,0,0,1,0,0,1,0,0,1,1,1,2.5708928e+03,1.7539363e+04,3.4568176e+02,13,23,25,34 +31346746,4.3148e+04,48,5,0,1,0,0,0,1,0,0,1,0,0,1,1,1,2.5174551e+02,1.7101735e+02,2.4924927e+02,20,23,38,111 +17718818,5.4145e+04,26,3,5,0,0,0,0,0,0,0,0,0,1,1,1,1,1.11704e+03,2.0565797e+04,2.3862952e+03,47,17,10,7 +25902510,0e+00,20,2,0,1,0,1,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,1.8075111e+04,18,8,3,3 +14987379,6.14768e+04,37,7,4,1,0,0,0,0,0,0,0,0,1,1,1,1,6.4666516e+02,1.3949271e+03,4.6190707e+02,5,44,51,56 +23168688,1.25045e+04,35,1,3,1,0,0,0,1,0,0,0,0,0,1,1,1,2.5e-01,1.3774858e+03,1.16863106e+02,42,22,8,3 +17719169,5.7655e+03,61,8,2,1,0,0,0,1,0,0,0,1,0,0,1,1,3.5341575e+03,9.120015e+02,0e+00,19,18,127,26 +16357704,8.5409e+03,33,3,5,0,0,0,1,0,0,0,0,0,1,1,1,1,1.3089127e+03,4.3077936e+02,9.7771805e+01,30,67,55,11 +13628320,5.6597e+04,32,2,3,1,0,0,0,0,0,0,0,1,0,0,1,1,8.666016e+03,1.4029205e+03,0e+00,119,3,3,3 +19074804,1.49814e+04,77,7,1,1,0,0,0,0,1,0,0,0,1,1,1,0,0e+00,9.766826e+03,4.37428e+02,15,13,10,12 +29978168,7.4162e+03,24,9,0,1,0,0,0,1,0,0,1,0,0,1,1,1,1.3591504e+03,1.9953751e+03,2.3453044e+02,24,8,19,18 +19084716,3.3985e+04,56,6,2,1,0,0,0,0,0,0,0,0,1,1,0,1,2.6315916e+03,0e+00,9.3727704e+02,0,2,7,21 +16351908,0e+00,17,9,3,0,0,0,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,1.35459e+03,27,12,12,3 +14987753,0e+00,15,7,2,1,0,1,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,1.122361e+03,6,10,7,3 +27250500,1.26e+04,77,9,0,1,0,0,1,0,0,0,1,0,0,1,1,1,1.1412749e+04,1.0268469e+03,6.923576e+02,34,29,34,139 +27264700,5.1654e+04,75,7,0,1,0,0,0,0,0,0,0,1,0,0,1,0,0e+00,2.7505912e+04,0e+00,0,0,0,99 +27261100,6.8946e+04,52,4,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +25904106,1.1651e+03,26,2,0,0,0,0,0,0,0,1,1,0,0,1,1,1,0e+00,7.9575354e+02,1.0561857e+03,14,17,13,6 +13632690,4.4307e+04,54,4,2,0,0,0,0,0,1,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +16356108,2.00728e+04,56,6,4,0,0,0,0,0,0,0,0,1,0,0,1,0,0e+00,3.466423e+04,0e+00,12,22,8,3 +27256700,1.8198e+04,28,9,0,0,0,0,0,0,0,0,1,0,0,1,1,1,5.8521704e+02,9.0460675e+02,7.8111943e+03,19,8,11,6 +24539148,1.51614e+04,40,4,2,1,0,0,0,0,0,1,0,1,0,1,1,0,0e+00,2.422566e+03,1.52344e+02,0,0,43,67 +16358148,4.0601e+03,45,5,5,1,0,0,1,0,0,0,0,0,0,0,1,0,0e+00,3.207594e+03,0e+00,0,35,22,42 +16351056,1.3343e+03,69,9,3,0,0,0,0,0,0,0,0,1,0,1,1,1,7.6765356e+02,1.538923e+02,5.732047e+01,28,21,18,119 +28622937,0e+00,18,3,1,1,0,0,0,0,0,0,1,0,0,1,1,1,3.6421893e+02,2.4976369e+02,4.0094738e+01,39,14,25,36 +31348218,2.53943e+04,83,3,0,1,0,0,0,0,1,0,0,1,0,1,1,1,1.8341477e+03,1.2133854e+03,4.970398e+01,25,29,29,118 +16349988,7.8078e+03,68,8,3,0,0,0,0,1,0,0,0,1,0,0,0,1,5.24556e+03,0e+00,0e+00,11,6,7,14 +23164574,2.47059e+04,74,10,0,0,0,1,0,0,0,0,1,0,0,1,1,1,9.3805396e+02,4.208576e+03,8.946888e+03,6,10,64,96 +17715217,7.7753e+03,70,7,2,1,0,1,0,0,0,0,0,1,0,1,1,1,7.742775e+02,7.228123e+03,5.906709e+02,43,20,55,76 +14996641,3.41594e+04,57,7,4,0,0,0,0,0,0,0,0,1,0,1,1,1,5.997236e+03,1.2967221e+04,9.7753595e+02,21,19,50,80 +17717583,0e+00,11,10,2,1,0,0,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,8.570643e+03,4,5,8,5 +19081538,7.0308e+03,85,5,1,0,0,0,0,0,1,0,0,1,0,0,1,0,0e+00,1.351697e+03,0e+00,0,0,0,99 +21804672,8.2108e+03,80,3,1,0,0,0,0,1,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +20444610,1.8654e+04,34,10,2,0,0,1,0,0,0,0,1,0,0,0,1,1,1.1263951e+03,4.0273267e+03,0e+00,32,34,8,8 +24527934,5.2254e+04,46,4,2,0,0,0,0,0,1,0,1,0,0,0,1,1,2.1572559e+03,3.005244e+02,0e+00,15,27,57,51 +13627140,1.4458e+04,50,10,1,1,0,0,0,0,0,0,0,1,0,0,0,1,2.390856e+03,0e+00,0e+00,17,19,12,12 +17713436,0e+00,13,5,2,0,0,0,0,0,0,0,1,0,0,1,1,1,7.242736e+02,8.7626306e+02,4.036543e+02,17,23,14,115 +13629060,3.6675e+04,37,7,3,0,0,1,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +25888545,5.0536e+03,62,8,0,0,0,1,0,0,0,0,0,1,0,1,1,0,0e+00,3.3997173e+03,7.0924506e+02,11,10,8,106 +17714723,2.96179e+04,21,7,2,1,0,0,0,0,0,0,1,0,0,1,0,1,9.099839e+02,0e+00,7.062258e+02,40,12,7,3 +28616049,0e+00,14,6,1,1,0,1,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,1.84777e+03,8,9,8,8 +28632807,6.1994e+03,49,5,1,1,0,0,0,1,0,0,1,0,0,0,1,1,1.1437449e+03,2.4002922e+03,0e+00,18,23,21,111 +29978784,3.59018e+04,55,5,1,1,0,0,0,0,1,0,0,1,0,0,1,1,4.1726642e+02,5.0131074e+03,0e+00,80,4,0,0 +14988138,0e+00,17,9,2,0,0,1,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +19080558,0e+00,18,3,1,0,0,0,0,1,0,0,1,0,0,0,1,0,0e+00,4.27521e+02,0e+00,0,99,0,0 +20442780,5.0559e+04,61,8,3,0,0,0,0,0,0,0,0,1,0,0,1,1,2.6316243e+03,8.038463e+03,0e+00,6,7,26,85 +21799936,0e+00,13,5,1,0,0,0,0,0,1,0,1,0,0,1,0,0,0e+00,0e+00,1.037814e+03,3,3,3,3 +16355784,0e+00,18,10,3,1,0,0,1,0,0,0,1,0,0,1,0,0,0e+00,0e+00,9.560013e+03,10,10,10,10 +29983184,3.76178e+04,52,12,2,1,0,1,0,0,0,0,0,0,1,0,0,1,9.421651e+03,0e+00,0e+00,16,14,19,19 +28618926,8.2702e+03,25,4,2,0,0,0,1,0,0,0,0,0,1,1,1,1,5.759178e+02,1.3135159e+03,3.2592307e+02,50,21,19,118 +28624512,1.574e+03,89,9,1,0,0,0,0,0,1,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +24526260,3.70116e+04,52,0,4,1,0,0,0,0,0,0,0,1,0,1,0,0,0e+00,0e+00,4.6171e+02,3,3,3,3 +14993110,4.8664e+03,20,5,2,0,0,0,0,0,0,0,1,0,0,1,1,1,8.621405e+02,4.7995127e+03,6.347052e+02,15,16,53,81 +24539796,1.20474e+05,60,8,2,1,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +13625550,2.6598e+04,58,7,1,0,0,1,0,0,0,0,0,1,0,1,1,0,0e+00,3.323304e+03,5.212115e+02,11,10,8,106 +17724915,4.87123e+04,51,8,3,1,0,0,0,0,0,0,0,1,0,1,0,1,7.618648e+03,0e+00,7.1997046e+02,29,3,3,3 +21809488,2.7014e+03,79,12,1,0,0,0,0,0,0,0,0,1,0,1,1,1,3.6399054e+02,9.022816e+02,1.6819196e+02,9,16,76,58 +23172343,1.80525e+04,51,7,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +24538662,1.3203e+04,30,7,3,0,0,1,0,0,0,0,0,1,0,0,0,1,8.309e+02,0e+00,0e+00,17,15,10,13 +17725266,1.18677e+04,62,9,2,0,0,0,0,0,0,0,0,1,0,1,0,1,1.1457541e+04,0e+00,7.0142535e+02,11,18,26,31 +24527970,0e+00,16,6,2,1,0,1,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,4.49812e+03,13,12,3,9 +19078192,4.4891e+04,49,9,2,0,0,0,0,1,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +24539508,2.80368e+04,48,6,2,1,0,1,0,0,0,0,1,0,0,1,1,1,5.7316666e+01,2.7443036e+02,3.705644e+02,19,25,22,102 +19084100,0e+00,15,7,1,1,0,1,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,1.845908e+03,16,15,8,10 +17720599,7.32992e+04,31,5,4,0,0,0,1,0,0,0,0,0,0,0,1,1,4.158038e+03,3.6255758e+04,0e+00,8,9,50,64 +17715087,3.05188e+04,15,7,2,0,0,0,0,0,1,0,1,0,0,0,1,1,8.283053e+02,1.8761187e+03,0e+00,15,29,94,12 +16349832,2.2472e+03,79,9,3,1,0,0,0,0,1,0,0,0,1,1,1,0,0e+00,6.0293174e+03,2.9274e+02,15,13,10,12 +28615986,0e+00,16,8,1,1,0,1,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,8.5484e+02,8,4,6,4 +14990712,3.4738e+03,82,2,2,0,0,0,0,1,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +28613151,9.3958e+03,32,2,3,1,0,0,1,0,0,0,0,1,0,0,1,1,1.025004e+03,6.03671e+03,0e+00,7,7,12,105 +19087614,1.39986e+04,45,5,1,0,0,0,0,1,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +19083694,0e+00,15,7,1,0,0,0,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,6.7255e+02,3,3,3,3 +17718376,9.9229e+03,49,6,2,1,0,0,0,0,0,0,0,1,0,1,1,1,7.9680293e+03,4.3992065e+03,5.1792427e+01,26,27,35,24 +24541182,2.8638e+03,27,4,2,0,0,1,0,0,0,0,1,0,0,0,1,1,2.616875e+01,1.8400197e+03,0e+00,99,0,2,3 +25889723,2.6184e+03,55,2,0,1,1,0,0,0,0,0,0,1,0,1,1,1,1.5457065e+02,8.496813e+02,1.559658e+02,59,9,6,6 +24531030,1.63782e+04,30,7,2,0,0,0,0,0,0,0,1,0,0,1,1,1,1.4004614e+02,1.580975e+02,1.1474019e+03,19,8,11,6 +29982282,2.442088e+05,57,7,0,0,0,0,0,0,0,0,1,0,0,0,1,1,3.5747402e+04,1.2837496e+03,0e+00,8,7,8,29 +19075700,0e+00,16,1,1,0,0,0,0,1,0,0,1,0,0,1,0,0,0e+00,0e+00,2.893995e+03,6,6,11,3 +20442120,4.70805e+04,47,4,2,1,0,1,0,0,0,0,1,0,0,0,1,1,9.471429e+02,1.7505006e+04,0e+00,13,0,0,99 +14992912,2.69874e+04,42,2,2,1,1,0,0,0,0,0,1,0,0,0,1,0,0e+00,5.45902e+02,0e+00,0,0,96,3 +20440530,2.96835e+04,44,11,2,0,0,0,0,0,0,0,1,0,0,1,1,0,0e+00,2.3381912e+03,4.535672e+02,8,6,4,111 +13633420,3.27e+04,54,4,2,1,0,0,0,0,1,0,0,0,0,1,1,1,2.9353352e+03,2.1075642e+02,1.75185e+02,33,27,43,128 +16361820,4.1712e+03,51,11,3,1,0,0,0,0,0,0,1,0,0,1,0,1,4.661435e+03,0e+00,1.775232e+02,21,6,3,5 +14997499,1.03169e+04,71,11,2,1,0,0,0,1,0,0,0,1,0,0,0,1,2.643384e+03,0e+00,0e+00,7,11,14,8 +19088342,1.78192e+04,36,3,1,0,0,0,0,0,0,0,1,0,0,0,1,0,0e+00,3.03758e+02,0e+00,0,4,1,11 +24528384,4.30128e+04,36,4,3,0,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +31346056,3.93277e+04,47,7,2,1,0,1,0,0,0,0,0,0,1,0,0,1,1.39341e+03,0e+00,0e+00,16,14,19,19 +17715360,2.44478e+04,15,7,2,0,0,0,1,0,0,0,1,0,0,1,1,1,5.1745856e+02,3.848259e+03,1.6197216e+03,146,21,7,7 +14998225,2.72965e+04,34,4,4,0,0,0,0,0,0,1,0,1,0,0,1,1,3.336456e+03,9.6877496e+02,0e+00,13,10,12,112 +19079578,8.7192e+03,85,5,1,1,0,0,0,1,0,0,0,1,0,1,1,0,0e+00,2.3578657e+03,7.290739e+02,12,18,13,111 +20449815,4.96695e+04,60,7,2,0,0,0,0,0,0,0,0,1,0,1,1,1,2.986719e+03,7.890459e+03,1.1046494e+03,23,19,24,117 +13630560,2.442e+03,20,2,1,1,0,0,0,0,0,0,1,0,0,0,0,1,4.272983e+03,0e+00,0e+00,12,6,4,12 +13632970,9.351e+03,47,7,1,1,1,0,0,0,0,0,1,0,0,0,1,1,5.6492926e+02,5.53365e+02,0e+00,6,15,9,113 +31354336,2.21122e+04,65,5,0,1,0,0,0,1,0,0,0,1,0,0,0,1,1.101e+03,0e+00,0e+00,18,10,0,0 +28615923,6.0963e+03,45,5,1,0,0,0,0,0,1,0,1,0,0,0,1,1,2.1110159e+03,2.107644e+02,0e+00,15,27,57,51 +25896867,3.9334e+03,35,2,1,1,0,0,0,0,0,0,0,0,1,1,1,0,0e+00,1.6153292e+04,5.5896893e+02,15,45,67,10 +29980324,4.1327e+04,33,12,0,0,0,0,0,0,0,0,1,0,0,1,1,1,8.689415e+02,1.0714629e+04,2.3121667e+03,17,19,17,18 +28621551,8.3378e+03,54,4,2,1,0,1,0,0,0,0,0,1,0,0,1,0,0e+00,6.28549e+03,0e+00,0,0,0,99 +23166257,5.5217e+03,23,4,0,1,0,1,0,0,0,0,1,0,0,1,0,1,1.71545e+03,0e+00,1.511154e+02,46,5,5,4 +20438700,4.40445e+04,41,8,5,1,0,1,0,0,0,0,0,0,0,1,1,1,2.0451212e+03,7.416204e+02,2.8257156e+02,13,15,33,95 +24531894,2.23254e+04,33,1,5,0,0,0,1,0,0,0,0,1,0,1,0,1,7.5887476e+02,0e+00,2.9962213e+02,42,34,3,5 +17724551,1.083758e+05,42,9,2,1,0,0,0,1,0,0,1,0,0,0,1,1,2.9697847e+03,5.1463374e+03,0e+00,5,23,45,49 +23178276,5.8937e+03,87,3,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0e+00,2.016436e+03,0e+00,0,0,0,99 +21804880,1.20276e+04,78,11,1,1,0,0,0,1,0,0,0,0,1,1,1,1,3.3489178e+02,4.2996674e+02,1.3199171e+02,29,20,23,121 +29996846,6.61496e+04,74,10,0,0,0,0,0,0,1,0,0,1,0,1,1,1,0e+00,2.1153316e+04,8.62528e+02,0,31,36,51 +14995497,1.64549e+04,23,2,2,0,0,0,0,1,0,0,1,0,0,0,1,1,7.68516e+02,1.5528118e+04,0e+00,100,15,14,6 +24532542,7.74e+03,26,3,2,1,0,1,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,7.4858e+02,3,3,3,3 +21811360,5.17166e+04,70,3,1,0,0,0,0,0,0,0,0,0,0,1,1,1,2.3439607e+02,3.9313982e+03,5.6718834e+01,27,67,57,12 +23162568,0e+00,20,1,0,1,0,1,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +27264820,6.0434e+04,46,8,0,1,0,0,0,0,1,0,1,0,0,1,1,1,3.7561272e+03,1.5739524e+03,2.959403e+03,33,29,25,129 +16352112,1.5183e+03,65,5,3,0,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +31358660,5.14487e+04,32,2,0,1,0,0,0,0,0,0,1,0,0,0,1,1,3.432565e+02,2.3164626e+03,0e+00,36,30,33,38 +31343549,4.87554e+04,50,0,1,1,0,1,0,0,0,0,0,1,0,0,1,1,7.1181816e+01,2.9376e+02,0e+00,48,53,6,3 +28628565,5.217e+03,62,2,1,0,0,0,0,1,0,0,0,1,0,1,1,1,3.288372e+01,2.3346213e+03,1.4362564e+02,123,32,11,6 +21807776,1.0829e+05,30,3,4,0,0,0,0,0,0,0,0,0,1,1,1,1,5.061e+02,1.0182491e+04,1.2014777e+03,47,17,10,7 +20445855,9.7395e+03,79,6,2,1,0,0,0,1,0,0,0,1,0,1,0,1,4.7736294e+03,0e+00,4.852461e+03,32,15,19,19 +17721964,4.71081e+04,37,4,2,0,0,0,0,0,0,0,1,0,0,1,1,0,0e+00,2.116942e+03,1.0389171e+03,10,30,80,3 +14989997,8.96599e+04,43,3,3,1,0,0,0,1,0,0,0,1,0,1,1,1,1.3247205e+03,2.6883284e+03,5.416902e+03,3,4,61,69 +21805360,2.36574e+04,28,10,1,0,0,0,0,0,0,0,1,0,0,1,1,1,2.625296e+02,2.5994525e+02,2.283994e+03,19,8,11,6 +31350380,1.115017e+05,46,6,5,0,0,0,0,1,0,0,0,1,0,1,1,1,7.9319836e+02,4.8446787e+03,3.1483966e+02,13,9,66,60 +14991196,6.512e+03,68,8,2,1,0,0,0,0,0,0,0,0,1,1,1,1,1.1094844e+03,2.4415326e+02,1.312729e+03,11,20,26,128 +24525000,1.020744e+05,42,0,2,0,0,0,0,0,1,0,1,0,0,1,1,0,0e+00,1.480974e+03,3.13188e+02,21,3,3,3 +25905227,1.2494e+03,50,7,0,0,0,0,0,0,0,0,1,0,0,0,1,1,4.300107e+02,1.2496784e+04,0e+00,35,18,13,31 +31357211,4.37943e+04,38,8,3,0,0,1,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +25891946,6.2719e+03,60,7,0,1,0,0,0,0,0,0,0,1,0,1,1,0,0e+00,9.0752985e+02,2.1099514e+03,0,1,3,7 +14994738,1.44628e+04,50,10,2,0,0,0,0,0,0,1,1,0,0,1,1,1,1.9568187e+02,5.894643e+03,3.0263618e+03,24,22,17,16 +29978454,6.14812e+04,44,13,0,1,0,1,0,0,0,0,1,0,0,0,1,1,0e+00,3.5939963e+02,0e+00,20,18,19,22 +16357452,0e+00,17,9,3,0,0,0,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,4.02882e+02,3,3,3,3 +13625470,3.0413e+04,38,4,1,0,0,0,0,1,0,0,0,1,0,0,0,1,4.28634e+03,0e+00,0e+00,26,22,17,0 +29977354,5.379e+04,49,9,1,0,0,0,0,0,0,0,0,1,0,0,1,1,4.073137e+03,1.107114e+03,0e+00,24,15,14,110 +13625020,1.553e+04,58,8,3,0,0,1,0,0,0,0,0,1,0,1,0,0,0e+00,0e+00,3.574299e+03,5,5,7,5 +17720677,1.3559e+04,22,8,2,1,0,0,0,1,0,0,1,0,0,0,1,1,1.3599763e+02,1.3407702e+04,0e+00,48,54,13,6 +23175454,3.5238e+04,59,5,1,1,0,0,0,0,0,0,0,1,0,1,1,0,0e+00,9.1044226e+02,5.1559336e+03,10,9,5,108 +28613277,0e+00,14,6,1,1,0,0,0,1,0,0,1,0,0,1,0,0,0e+00,0e+00,1.70512e+03,8,6,7,7 +23173839,2.81891e+04,43,9,0,1,0,0,0,0,0,0,1,0,0,1,1,0,0e+00,4.355833e+03,1.262506e+03,6,20,57,47 +25888032,1.2574e+03,44,11,0,1,0,0,0,0,0,0,1,0,0,1,1,1,1.184265e+03,8.1242227e+03,3.4758887e+02,27,22,55,76 +25897418,5.0092e+03,46,3,2,0,0,0,0,0,0,0,0,1,0,1,1,1,1.0447559e+03,1.2485818e+03,2.0750557e+02,16,17,15,13 +23173210,1.1529e+04,38,4,2,0,0,0,0,0,0,0,0,0,0,1,1,1,4.835511e+02,3.1944717e+02,5.309087e+01,25,32,30,120 +27268000,9.8516e+04,49,11,0,1,0,0,0,1,0,0,0,1,0,1,1,1,1.3614812e+04,6.305802e+03,1.0959001e+03,35,32,36,133 +13631870,4.6712e+04,48,8,4,1,0,1,0,0,0,0,0,0,1,1,1,1,2.8079082e+03,5.643421e+02,1.8204085e+02,11,25,44,61 +28624533,2.4824e+03,30,9,1,0,0,1,0,0,0,0,0,1,0,0,1,0,0e+00,2.91013e+03,0e+00,0,0,0,99 +31358292,0e+00,17,2,0,0,0,0,0,0,0,1,1,0,0,1,1,0,0e+00,8.87985e+02,1.91505e+02,98,23,7,4 +31338190,9.0275e+04,57,7,0,1,0,0,0,1,0,0,1,0,0,1,1,1,7.927003e+02,3.0397866e+03,2.3082271e+02,21,15,116,25 +24538536,0e+00,18,1,2,1,0,1,0,0,0,0,1,0,0,1,1,1,4.234428e+02,2.5888846e+02,4.004979e+01,12,16,57,58 +17723615,1.70131e+04,18,4,2,0,0,0,0,0,0,0,0,1,0,1,0,1,1.1018557e+04,0e+00,6.025581e+03,19,13,22,13 +19086788,4.578e+04,54,4,2,1,0,0,0,0,1,0,0,0,0,1,1,1,2.602851e+03,1.6015071e+02,1.3911873e+02,33,27,43,128 +23167277,2.20192e+04,36,2,0,0,0,0,0,0,0,0,1,0,0,1,1,0,0e+00,1.0273433e+03,1.8792135e+03,60,47,3,3 +21805280,2.84258e+04,18,6,1,1,0,0,0,0,0,0,1,0,0,1,1,1,4.9653076e+02,5.723387e+02,1.0168051e+02,9,20,14,113 +29994272,5.25426e+04,80,10,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0e+00,0e+00,1.2621992e+04,12,5,12,7 +31349299,1.02005e+04,65,5,0,1,0,0,0,1,0,0,0,1,0,0,1,1,9.316005e+02,2.0694127e+02,0e+00,19,18,127,26 +19088748,1.27806e+04,67,7,1,0,0,0,0,0,0,0,0,1,0,1,0,1,3.4151968e+03,0e+00,8.3069055e+02,11,18,26,31 +29975110,1.7017e+04,58,8,1,1,0,1,0,0,0,0,0,1,0,1,1,0,0e+00,1.818965e+02,5.657761e+02,12,45,38,38 +20447565,5.53095e+04,64,11,2,1,0,0,0,0,0,0,0,1,0,0,1,1,3.6600906e+03,9.792565e+03,0e+00,8,10,10,110 +14994969,2.12674e+04,44,4,4,1,0,0,1,0,0,0,0,0,0,0,1,0,0e+00,5.136493e+03,0e+00,0,35,22,42 +17723264,2.40058e+04,27,4,4,0,0,0,0,0,0,0,0,0,1,1,1,1,1.679955e+02,1.6799108e+03,7.99773e+02,40,27,14,12 +20451525,1.84605e+04,34,10,3,0,0,0,0,0,0,0,0,1,0,0,1,1,1.5436575e+03,5.8717666e+03,0e+00,15,7,45,80 +14993825,1.3816e+04,48,8,3,0,0,0,0,1,0,0,0,1,0,0,0,1,2.029736e+03,0e+00,0e+00,14,16,14,11 +17717661,0e+00,13,5,2,0,0,0,0,1,0,0,1,0,0,0,1,0,0e+00,1.044628e+03,0e+00,0,99,0,0 +19081734,2.27864e+04,41,1,4,1,0,0,1,0,0,0,0,0,0,0,1,0,0e+00,1.315897e+03,0e+00,0,99,0,0 +31345757,1.025616e+05,43,3,4,0,0,1,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +25889761,6.1089e+03,37,4,0,1,0,0,0,0,1,0,0,1,0,1,1,1,1.5535847e+02,1.8274562e+04,9.065395e+02,8,37,30,37 +24542658,1.37556e+04,68,6,2,1,0,0,0,0,0,0,0,1,0,1,1,0,0e+00,2.58375e+02,4.697125e+02,9,9,8,106 +14991669,0e+00,17,9,2,1,0,0,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,4.817416e+03,5,10,4,3 +21813680,3.40262e+04,22,4,1,0,0,0,0,0,0,0,0,1,0,1,0,1,5.587208e+03,0e+00,2.9670203e+03,19,13,22,13 +14992153,0e+00,17,9,2,0,0,0,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +25896924,4.4367e+03,56,3,2,1,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +28614474,1.4533e+04,54,4,3,0,0,0,0,0,1,0,0,1,0,1,1,1,2.6963247e+03,9.646975e+03,1.7080144e+03,6,71,75,39 +29989630,3.36622e+04,74,12,0,0,0,0,0,0,0,0,0,1,0,1,1,1,1.4657588e+03,1.7778962e+03,9.704425e+01,18,17,31,120 +23174026,2.21662e+04,39,5,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0e+00,5.53413e+02,0e+00,0,0,0,99 +28629972,1.22256e+04,56,4,3,1,0,0,0,0,0,0,0,1,0,0,0,1,3.58983e+03,0e+00,0e+00,6,6,5,5 +20441445,3.1797e+04,55,2,3,1,0,1,0,0,0,0,0,1,0,0,1,1,2.2254546e+02,5.995724e+02,0e+00,48,53,6,3 +31358315,6.11409e+04,23,2,2,1,0,1,0,0,0,0,0,1,0,0,1,0,0e+00,6.8362e+02,0e+00,0,20,57,22 +16355340,2.9192e+03,79,9,3,1,0,0,0,1,0,0,0,1,0,1,1,1,3.542702e+02,6.4343646e+02,5.6258075e+02,10,16,67,66 +25890255,1.08669e+04,36,3,3,0,0,1,0,0,0,0,0,0,0,0,1,1,2.6030415e+03,4.456022e+03,0e+00,0,8,16,113 +19081860,0e+00,17,2,1,1,0,0,0,0,1,0,1,0,0,1,1,1,2.4071855e+03,2.8810652e+03,1.00480273e+03,37,31,27,129 +25901351,1.4632e+03,30,6,1,0,0,0,0,0,0,0,0,1,0,1,0,1,5.51464e+03,0e+00,1.272635e+03,36,17,16,18 +13625630,1.4711e+04,74,4,1,0,0,0,1,0,0,0,0,1,0,0,1,1,9.642857e+02,3.2661365e+03,0e+00,17,10,0,99 +31344975,2.35382e+04,18,3,0,1,0,1,0,0,0,0,1,0,0,1,1,1,4.0645392e+02,1.8708702e+03,7.006928e+01,19,13,39,97 +14994683,0e+00,17,9,2,1,0,1,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +19082756,1.36332e+04,57,7,2,1,0,0,0,0,0,0,0,1,0,0,1,1,1.8221401e+03,2.5651135e+03,0e+00,15,19,41,81 +13626810,3.0224e+04,74,4,1,0,0,1,0,0,0,0,0,1,0,1,0,0,0e+00,0e+00,2.2474484e+04,18,11,6,3 +28627368,5.672e+02,71,1,1,1,0,0,1,0,0,0,0,1,0,1,1,0,0e+00,9.968374e+01,3.523108e+02,20,14,102,3 +20444385,1.165905e+05,62,9,3,1,0,0,0,0,0,0,0,1,0,0,1,1,2.345569e+03,1.876219e+04,0e+00,9,10,6,112 +25903593,0e+00,20,2,0,0,1,0,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,5.163309e+03,8,14,8,3 +28630035,5.895e+02,55,3,1,1,0,0,0,0,0,0,0,1,0,0,1,1,3.0910068e+02,1.4163644e+02,0e+00,16,109,14,10 +13634760,9.916e+03,34,4,3,1,0,0,0,0,0,1,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +23176032,5.1844e+03,24,5,0,1,0,0,0,0,0,0,1,0,0,1,1,1,1.5667737e+03,1.0980641e+03,1.3693712e+03,32,31,31,134 +28631421,2.0998e+03,45,5,1,0,0,0,0,1,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +20451750,7.2885e+03,34,10,3,1,0,1,0,0,0,0,0,0,0,1,1,0,0e+00,1.3191584e+03,1.191915e+03,6,99,9,12 +14993484,1.74845e+04,48,8,3,1,0,0,0,0,0,0,0,1,0,0,0,1,2.848662e+03,0e+00,0e+00,16,14,8,9 +20449620,4.07325e+04,27,3,3,0,0,0,0,1,0,0,0,1,0,1,1,1,4.8233447e+03,8.262701e+03,3.032492e+03,9,10,13,37 +14995783,4.32201e+04,60,10,3,1,0,0,1,0,0,0,0,0,0,1,1,1,3.917164e+03,8.647862e+03,1.4583381e+03,26,47,55,48 +19079942,3.7107e+04,51,1,2,1,0,0,0,0,0,0,0,1,0,1,1,1,7.591716e+02,8.738765e+03,7.950367e+02,67,64,8,6 +29982370,2.00178e+04,33,12,0,0,0,0,0,0,0,0,1,0,0,1,1,1,1.2946165e+02,6.9536725e+02,5.723851e+03,19,8,11,6 +21814176,3.12858e+04,85,8,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +19082714,0e+00,15,7,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +27264160,5.402e+03,70,2,0,1,0,0,1,0,0,0,0,1,0,1,1,0,0e+00,7.945626e+02,2.5336235e+03,20,14,102,3 +25895328,5.5222e+03,40,7,3,0,0,0,0,1,0,0,0,1,0,0,1,1,2.798812e+03,6.0356635e+02,0e+00,9,10,10,106 +31341042,0e+00,13,5,0,1,0,0,0,0,1,0,1,0,0,1,0,0,0e+00,0e+00,1.50799e+03,6,8,4,3 +27267300,8.2522e+04,34,6,3,0,0,0,0,1,0,0,0,1,0,0,1,1,2.8109016e+03,3.6428734e+04,0e+00,14,9,0,99 +14996399,1.83898e+04,25,4,3,1,0,0,0,1,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +21813360,7.2982e+03,54,5,1,1,0,0,0,0,0,0,0,1,0,0,1,1,4.1707986e+02,4.0196857e+02,0e+00,16,109,14,10 +24526548,4.40568e+04,48,6,2,1,0,0,0,0,0,0,1,0,0,0,1,1,1.8751979e+03,3.4775186e+02,0e+00,115,12,17,11 +16356924,0e+00,18,6,3,1,0,0,0,1,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +27252820,6.838e+03,28,9,0,1,0,0,0,0,0,1,1,0,0,1,1,1,1.4798138e+03,1.6839885e+04,2.359365e+02,25,21,25,21 +24541884,4.7592e+03,25,2,3,0,0,0,0,0,1,0,0,1,0,1,1,1,5.053389e+02,2.79928e+02,6.2988556e+01,30,20,112,18 +20445540,3.6489e+04,65,2,2,1,0,0,0,0,0,0,0,1,0,0,1,1,2.0536912e+03,6.0636455e+03,0e+00,25,105,16,3 +25896943,0e+00,22,4,0,1,0,0,0,0,0,0,1,0,0,1,1,1,1.481722e+03,9.9606445e+02,1.6013895e+02,39,14,25,36 +19083820,2.27332e+04,34,4,3,0,0,0,0,0,0,0,0,0,0,1,1,1,6.5988477e+02,4.194965e+02,6.787443e+01,25,32,30,120 +20446215,6.2814e+04,42,9,2,1,0,0,0,0,0,0,1,0,0,1,1,1,1.1631921e+03,1.6180269e+03,1.1662435e+03,16,27,27,16 +14992769,1.39304e+04,57,7,3,1,0,0,1,0,0,0,0,0,0,0,1,0,0e+00,1.914123e+03,0e+00,0,0,0,99 +23170949,0e+00,22,3,0,1,0,0,0,0,0,0,1,0,0,1,1,1,6.5506104e+02,5.4230865e+02,8.8841576e+01,39,14,25,36 +28632975,5.2112e+03,33,3,3,0,0,0,0,0,0,1,0,1,0,0,1,1,1.3745731e+03,3.5078326e+02,0e+00,13,10,12,112 +29978696,0e+00,18,10,0,0,0,1,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,1.3618398e+04,10,11,13,6 +24537438,4.70016e+04,38,6,2,0,0,0,0,0,0,0,0,1,0,0,1,0,0e+00,7.5447e+02,0e+00,18,11,17,27 +16357740,1.3419e+03,44,4,3,0,0,0,0,0,0,0,0,1,0,1,1,0,0e+00,5.1090366e+02,1.2358647e+02,0,0,7,105 +29986814,1.81654e+04,34,13,0,1,0,0,0,0,0,0,0,1,0,1,1,1,6.791045e+02,3.327826e+03,3.552467e+03,18,4,8,104 +24534126,4.03866e+04,66,4,2,0,0,0,0,0,1,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +29987298,5.44368e+04,35,5,0,1,0,1,0,0,0,0,1,0,0,0,1,1,2.539535e+03,3.098836e+03,0e+00,7,33,52,37 +28625709,2.1903e+03,27,6,1,1,0,0,0,1,0,0,1,0,0,0,1,1,5.734909e+01,2.2274753e+03,0e+00,48,54,13,6 +16354188,4.6202e+03,47,7,3,1,0,0,0,0,0,0,1,0,0,0,1,1,1.00592303e+03,1.2417347e+02,0e+00,23,15,20,115 +25898045,6.5499e+03,57,4,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +29987584,1.6489e+04,93,13,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +24538824,6.39144e+04,58,6,3,1,0,0,0,0,1,0,0,1,0,1,1,1,6.934978e+02,9.078365e+02,1.3505046e+02,13,15,13,112 +28617267,1.71169e+04,42,2,2,1,0,0,0,1,0,0,0,1,0,1,1,1,6.934257e+02,9.5313153e+02,1.5862037e+03,3,4,61,69 +24540372,2.27178e+04,68,6,2,1,0,0,0,1,0,0,0,0,0,1,1,1,1.402934e+03,6.546767e+02,3.0199344e+02,30,27,11,115 +14994925,0e+00,18,3,2,1,0,1,0,0,0,0,1,0,0,0,1,1,4.596652e+03,3.7752936e+02,0e+00,29,18,19,121 +29993788,2.77662e+04,71,11,0,1,0,0,0,1,0,0,0,0,0,1,1,1,7.2830396e+03,8.627477e+02,2.257019e+03,30,27,11,115 +24532254,5.3226e+04,51,3,2,1,0,0,0,0,1,0,1,0,0,1,0,1,1.7763732e+03,0e+00,3.1456387e+03,24,13,11,11 +14990096,2.23938e+04,44,4,2,1,0,0,0,0,0,0,1,0,0,1,1,1,1.1393123e+03,7.970049e+03,1.8263607e+03,25,22,28,22 +13630600,4.8479e+04,47,7,6,0,0,0,0,1,0,0,0,1,0,1,1,1,2.5494658e+03,9.721502e+03,1.1029031e+03,13,9,66,60 +21803248,6.99036e+04,34,7,1,1,0,1,0,0,0,0,0,1,0,1,1,1,1.4265366e+03,5.8986406e+03,5.496017e+03,28,20,20,124 +28628418,1.891e+03,27,6,2,1,0,1,0,0,0,0,0,1,0,1,1,0,0e+00,1.057615e+02,5.60721e+02,9,7,15,49 +20437455,0e+00,19,8,2,0,0,0,0,0,1,0,1,0,0,1,0,0,0e+00,0e+00,1.602351e+03,9,11,10,7 +23169895,0e+00,20,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +21812048,1.021566e+05,58,11,2,1,0,0,1,0,0,0,0,0,0,1,1,1,2.1844458e+03,9.433586e+03,7.5948846e+02,26,47,55,48 +23175250,2.82253e+04,62,8,2,0,0,1,0,0,0,0,0,1,0,0,1,0,0e+00,1.474858e+03,0e+00,0,0,0,99 +16356312,1.03814e+04,47,7,7,0,0,0,0,0,0,0,0,1,0,0,1,1,2.678779e+03,4.11778e+03,0e+00,17,16,14,114 +24539184,7.39152e+04,57,5,3,1,0,1,0,0,0,0,0,1,0,1,1,1,1.0742319e+03,1.1957865e+03,2.4567848e+02,29,18,71,60 +13626530,3.1641e+04,48,8,3,1,0,0,0,0,1,0,0,1,0,0,1,1,1.3065197e+03,4.3136787e+03,0e+00,30,2,0,99 +27262160,5.5628e+04,24,5,2,1,0,0,0,0,1,0,0,1,0,1,1,1,6.932705e+03,2.6682642e+02,1.2628013e+03,19,19,13,20 +29989256,7.16122e+04,52,12,5,0,0,1,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +25905341,7.95e+02,32,8,1,1,0,0,0,0,1,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +29977882,7.56668e+04,59,9,0,1,0,0,0,0,1,0,0,1,0,1,1,1,2.0911191e+03,2.8293542e+03,4.4034625e+02,31,34,38,45 +19081496,8.0906e+03,80,10,1,1,0,0,0,0,0,0,0,1,0,1,1,1,9.5766425e+02,4.0398293e+03,2.8702993e+01,27,44,41,25 +23170133,0e+00,21,2,0,0,0,1,0,0,0,0,1,0,0,1,1,1,2.7943862e+03,1.4904434e+03,2.7733194e+02,26,46,47,63 +29986242,1.985456e+05,60,10,0,0,0,0,0,1,0,0,0,0,0,1,1,1,1.1601581e+03,1.464662e+04,2.8636814e+03,20,32,71,71 +19078556,1.70212e+04,36,6,4,1,0,1,0,0,0,0,0,0,0,1,1,1,1.2245882e+01,2.8667605e+03,2.1737053e+02,39,24,40,33 +19083204,0e+00,17,2,1,1,0,0,0,0,0,0,1,0,0,1,0,1,2.238556e+03,0e+00,2.2051416e+03,15,18,11,10 +25893599,1.4869e+03,23,5,0,0,0,0,1,0,0,0,1,0,0,0,1,1,5.081265e+02,1.3267197e+04,0e+00,17,18,16,9 +29996560,1.76836e+04,27,6,0,1,0,0,0,0,0,0,1,0,0,0,1,0,0e+00,2.586716e+03,0e+00,0,0,6,93 +29975352,6.47174e+04,38,8,3,0,0,0,0,0,0,0,0,0,0,0,1,1,2.5302537e+03,1.2797398e+04,0e+00,27,13,12,12 +16351416,1.76652e+04,60,10,3,0,1,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +19076232,8.8956e+03,67,7,1,0,0,0,0,0,0,0,0,1,0,1,1,1,1.374628e+03,1.8469621e+02,6.97164e+01,28,21,18,119 +19085808,3.18612e+04,31,1,3,1,0,1,0,0,0,0,0,1,0,1,1,1,1.0527222e+03,7.0333484e+02,6.7754474e+02,108,66,6,6 +16353948,1.04061e+04,56,6,4,1,0,0,0,0,0,0,0,1,0,1,1,1,9.6586975e+02,3.565181e+03,1.1209357e+03,33,16,63,56 +31346424,1.294118e+05,44,4,5,0,0,0,0,0,0,0,0,0,1,0,1,1,9.406769e+03,3.6577026e+03,0e+00,25,29,27,127 +27249720,2.1402e+04,76,8,0,1,0,0,0,0,1,0,0,0,1,1,1,0,0e+00,2.6429305e+04,1.394108e+03,15,13,10,12 +28627263,1.73485e+04,57,7,2,0,0,0,1,0,0,0,0,1,0,1,1,0,0e+00,1.4326582e+03,1.6982072e+03,24,9,16,90 +17717167,5.79696e+04,39,6,6,0,0,1,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +19087894,2.7748e+03,29,8,1,0,0,1,0,0,0,0,1,0,0,1,1,1,2.3051277e+03,3.8773708e+03,1.7601506e+02,26,24,61,79 +23177664,0e+00,22,3,0,1,0,0,0,1,0,0,1,0,0,1,1,1,8.3637445e+02,1.9130792e+03,1.3491985e+02,16,11,57,72 +21808864,2.53188e+04,56,9,2,1,0,0,0,0,0,0,0,1,0,0,1,1,1.3343737e+03,5.432812e+03,0e+00,15,19,41,81 +20443590,5.50125e+04,41,8,4,0,0,1,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +31339593,6.19528e+04,64,4,0,1,0,0,0,0,0,1,1,0,0,0,1,1,1.282361e+03,2.1516309e+03,0e+00,23,35,24,121 +14995970,0e+00,18,3,2,0,0,0,0,0,1,0,1,0,0,1,1,0,0e+00,3.2862915e+02,9.3532513e+02,38,3,3,102 +23163571,1.04448e+04,78,4,0,0,0,0,1,0,0,0,0,1,0,0,1,1,6.683571e+02,2.0159276e+03,0e+00,17,10,0,99 +23162976,4.6988e+03,44,10,0,1,0,0,0,0,0,0,1,0,0,1,1,1,6.3017474e+02,3.2580317e+03,1.9260179e+02,27,22,55,76 +19086382,2.74946e+04,26,5,2,1,0,0,0,0,1,0,0,1,0,0,1,1,2.564105e+02,2.2422542e+02,0e+00,20,36,21,47 +29987826,4.9896e+04,69,9,0,0,0,0,0,0,0,0,1,0,0,1,1,1,2.2319768e+03,1.2219644e+04,1.1398667e+04,23,25,53,73 +28631463,7.8464e+03,53,3,2,1,0,0,0,0,0,1,0,0,0,1,1,1,2.2117647e+02,3.7371772e+03,4.2236868e+02,28,3,14,91 +23172394,2.58894e+04,37,3,0,0,0,0,0,0,1,0,1,0,0,0,1,1,9.058701e+02,4.539399e+03,0e+00,35,25,40,25 +27255520,5.4538e+04,68,5,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0e+00,1.9074957e+04,0e+00,11,31,36,21 +31340329,3.57742e+04,73,3,0,0,0,0,0,0,1,0,0,1,0,1,1,0,0e+00,3.1246146e+02,7.837118e+01,5,3,3,57 +25892440,8.3013e+03,73,10,0,0,0,1,0,0,0,0,0,1,0,0,1,0,0e+00,2.7113926e+04,0e+00,11,17,14,15 +21812704,7.67936e+04,43,6,1,1,0,1,0,0,0,0,0,1,0,1,0,1,1.9477451e+03,0e+00,1.1929065e+03,22,3,3,3 +27265380,8.8614e+04,53,5,1,0,0,0,0,0,1,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +25903004,3.4474e+03,33,7,0,1,0,0,0,0,0,0,1,0,0,1,1,1,1.242308e+03,2.3135276e+03,4.7977423e+02,13,19,72,44 +29989740,0e+00,22,7,0,1,0,0,1,0,0,0,1,0,0,0,1,1,3.3496807e+03,3.862312e+03,0e+00,17,48,51,38 +16353660,9.715e+02,81,11,3,1,0,0,0,1,0,0,0,0,1,1,1,1,2.7124677e+02,1.754362e+02,1.3190363e+02,29,20,23,121 +13632320,9.614e+03,66,6,1,1,0,0,0,1,0,0,0,1,0,0,0,1,4.5e+03,0e+00,0e+00,18,10,0,0 +25899793,3.9653e+03,53,10,5,1,0,1,0,0,0,0,0,1,0,1,1,1,3.3699252e+02,1.0571323e+03,2.6308374e+03,29,18,19,117 +17721678,5.46403e+04,28,5,2,1,0,1,0,0,0,0,1,0,0,0,0,1,1.2243704e+04,0e+00,0e+00,29,0,0,0 +16356432,5.1085e+03,63,3,3,1,0,0,0,0,0,0,0,1,0,0,1,1,8.456376e+02,2.6903735e+03,0e+00,25,105,16,3 +25894644,2.8764e+03,68,5,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +21811888,4.31054e+04,35,8,3,0,0,0,0,0,0,0,0,1,0,1,1,1,1.0646929e+03,5.433317e+03,1.7328288e+02,10,23,20,118 +27262820,3.784e+04,51,3,0,1,0,0,0,0,0,0,1,0,0,1,1,0,0e+00,3.7951626e+03,1.1866857e+03,9,9,4,108 +14990195,1.2551e+04,84,4,2,0,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +16355172,8.3378e+03,56,6,4,1,0,1,0,0,0,0,0,1,0,0,1,0,0e+00,8.208792e+03,0e+00,0,0,0,99 +31352841,9.13169e+04,38,8,0,1,0,0,0,0,0,0,1,0,0,1,1,0,0e+00,4.308556e+03,6.328626e+02,6,20,57,47 +19076022,5.71172e+04,37,7,3,0,0,0,0,1,0,0,0,1,0,1,1,0,0e+00,8.329744e+03,1.6585426e+04,9,10,14,106 +24526746,2.17908e+04,21,4,2,0,0,0,0,0,1,0,1,0,0,0,1,1,4.8216205e+02,2.079122e+03,0e+00,12,11,13,110 +20451660,4.7565e+03,27,3,3,1,0,1,0,0,0,0,0,1,0,0,1,1,1.9245283e+03,4.9458905e+02,0e+00,19,25,14,101 +29987056,9.54976e+04,45,5,4,1,0,0,0,0,0,0,0,1,0,0,1,0,0e+00,2.945713e+03,0e+00,80,19,0,0 +20441895,4.368e+04,41,8,4,0,0,1,0,0,0,0,0,0,1,1,1,1,6.896145e+02,7.5244814e+03,8.0450543e+02,16,33,44,58 +27264980,1.2377e+05,52,4,2,1,0,1,0,0,0,0,0,1,0,0,1,1,2.2743479e+04,1.1614021e+04,0e+00,32,35,33,130 +13633700,6.7e+03,24,3,1,0,0,0,0,1,0,0,1,0,0,1,0,1,3.0151292e+03,0e+00,2.1933923e+02,15,14,13,10 +14996355,2.61041e+04,24,3,2,0,1,0,0,0,0,0,0,1,0,0,1,0,0e+00,7.55608e+02,0e+00,0,0,61,38 +31349276,1.791539e+05,35,2,0,0,0,0,0,1,0,0,1,0,0,1,1,0,0e+00,1.0900792e+03,1.1431027e+02,3,49,23,36 +13634440,3.171e+03,23,2,2,1,0,1,0,0,0,0,0,1,0,0,1,1,1.6981132e+03,3.8674506e+02,0e+00,19,25,14,101 +31346769,6.8011e+04,49,3,0,1,0,0,0,0,1,0,1,0,0,1,0,1,1.7679834e+03,0e+00,3.1390286e+03,24,13,11,11 +13631340,1.9645e+04,40,7,3,0,0,1,0,0,0,0,0,1,0,0,1,0,0e+00,3.09852e+02,0e+00,1,7,12,2 +13630680,5.7612e+04,59,9,3,0,0,0,1,0,0,0,0,1,0,0,0,1,4.161985e+03,0e+00,0e+00,4,14,16,12 +21808304,8.47106e+04,33,6,3,1,1,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +13630150,2.4545e+04,53,3,2,1,0,1,0,0,0,0,0,1,0,1,1,0,0e+00,1.3069097e+03,2.6586636e+02,27,35,32,17 +16351992,0e+00,18,10,3,1,0,1,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,1.320186e+03,8,4,6,4 +28623126,9.169e+02,62,2,1,1,0,0,0,0,1,0,0,1,0,1,1,1,3.2405872e+02,2.5911934e+03,4.037439e+01,45,43,42,9 +29983096,3.27294e+04,38,8,3,1,0,0,1,0,0,0,0,1,0,0,1,1,3.3958455e+03,3.8250957e+03,0e+00,14,18,63,56 +20439060,4.2306e+04,45,2,2,1,0,1,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,1.819278e+03,17,15,5,3 +27266160,5.431e+04,22,3,1,0,0,0,0,1,0,0,0,1,0,1,1,1,1.0912989e+04,1.4798236e+04,4.613797e+03,9,10,13,37 +31337753,5.7891e+03,83,3,0,0,0,0,0,1,0,0,1,0,0,1,1,1,2.6218387e+02,1.5906877e+02,2.409851e+02,29,23,27,109 +27265960,1.12592e+05,38,10,2,0,0,0,1,0,0,0,0,1,0,0,1,0,0e+00,5.268287e+04,0e+00,0,0,0,99 +28614369,6.4415e+03,65,5,1,1,0,0,0,0,0,0,0,1,0,1,0,0,0e+00,0e+00,1.03246e+03,9,7,9,7 +25890844,1.3737e+03,67,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +19088174,1.00366e+04,40,10,1,1,1,0,0,0,0,0,1,0,0,1,1,1,3.379894e+02,4.3706918e+02,4.072736e+02,9,19,44,97 +14990910,0e+00,19,4,2,1,0,0,0,0,0,0,1,0,0,1,1,1,1.9803076e+03,3.660621e+03,6.1296173e+02,29,39,41,45 +17722536,2.95854e+04,26,3,4,1,0,1,0,0,0,0,0,1,0,1,1,1,5.7257825e+02,1.4392631e+03,5.58903e+02,108,66,6,6 +29982854,1.77936e+04,89,9,0,0,0,0,0,0,0,0,1,0,0,1,1,1,1.0208647e+03,9.928594e+01,3.3714917e+02,19,21,17,122 +27264000,4.203e+04,18,5,0,0,0,1,0,0,0,0,1,0,0,1,1,1,4.799247e+02,1.4606346e+04,1.8259553e+03,22,28,80,47 +20451075,3.98745e+04,28,4,4,1,0,1,0,0,0,0,0,1,0,0,1,0,0e+00,2.399922e+03,0e+00,0,20,57,22 +14988666,4.02446e+04,53,3,2,1,1,0,0,0,0,0,1,0,0,0,1,1,2.15768e+03,1.0391796e+04,0e+00,112,24,15,3 +16354680,0e+00,17,9,3,1,0,0,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,3.45774e+02,0,0,0,0 +21812624,5.018e+04,57,10,2,0,0,1,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +16357536,8.793e+02,22,7,3,1,0,0,0,0,0,0,1,0,0,1,1,1,1.1180282e+02,5.479964e+03,1.2268896e+03,19,23,18,11 +23167685,3.2845e+03,83,9,0,1,0,0,0,1,0,0,0,0,1,1,1,1,3.4467108e+02,1.6616406e+02,1.788114e+02,29,20,23,121 +17723186,8.7009e+04,54,11,2,1,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +23176287,3.88611e+04,55,1,0,0,0,1,0,0,0,0,0,1,0,1,1,1,7.294783e+02,1.0070994e+04,3.100494e+02,47,71,10,10 +31352542,6.7275e+03,29,8,2,1,0,1,0,0,0,0,0,0,0,0,1,0,0e+00,2.5091e+02,0e+00,0,0,20,79 +31352174,3.02151e+04,72,2,0,1,0,0,0,0,1,0,0,1,0,1,1,1,3.2830063e+02,1.265761e+02,2.1267732e+02,22,46,54,50 +19082994,2.191e+03,83,3,1,1,0,0,0,0,1,0,0,1,0,1,1,1,3.1667627e+02,2.5442312e+03,1.1875754e+03,13,48,58,51 +24528870,3.195e+04,58,6,3,1,0,0,0,1,0,0,0,1,0,1,1,1,4.5622345e+02,1.7753162e+03,5.4730904e+01,22,21,19,115 +27259960,0e+00,17,4,0,1,0,0,0,0,0,0,1,0,0,0,1,0,0e+00,2.09268e+03,0e+00,18,18,16,5 +20441775,6.5373e+04,47,4,7,1,0,0,0,0,0,0,0,1,0,1,0,0,0e+00,0e+00,2.66748e+03,7,6,3,6 +19074888,5.63528e+04,41,1,6,1,0,0,0,0,1,0,0,0,1,0,1,1,1.9553846e+03,7.258834e+03,0e+00,21,64,42,3 +25902035,4.7202e+03,66,3,0,0,0,0,0,1,0,0,0,1,0,1,1,1,1.1996279e+02,9.908766e+03,4.8976453e+02,123,32,11,6 +14990338,1.31802e+04,35,5,2,1,0,0,0,0,0,0,1,0,0,0,1,0,0e+00,6.895037e+03,0e+00,0,0,6,93 +13634520,2.0926e+04,71,1,1,0,0,0,0,1,0,0,0,0,0,1,1,0,0e+00,1.816291e+03,3.7531162e+03,31,3,51,54 +14993869,2.79686e+04,48,8,3,1,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +13632360,2.3206e+04,65,5,1,0,0,1,0,0,0,0,0,0,1,1,1,1,7.7034395e+03,2.2190813e+03,1.0787854e+03,45,39,46,133 +19080306,0e+00,16,8,1,1,0,0,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,3.968963e+03,5,10,4,3 +25896430,5.7524e+03,50,3,0,1,0,1,0,0,0,0,1,0,0,1,1,0,0e+00,2.8723132e+03,4.120814e+02,16,14,17,14 +16356144,1.63575e+04,38,5,3,0,0,0,0,1,0,0,1,0,0,1,1,0,0e+00,1.2044849e+03,1.7094453e+02,3,49,23,36 +25888013,3.3482e+03,49,3,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +27268560,1.6602e+04,82,4,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0e+00,9.85313e+03,0e+00,0,0,0,99 +31359396,4.81298e+04,70,0,0,0,0,0,0,1,0,0,0,0,0,1,1,0,0e+00,6.1005365e+02,1.2661151e+03,31,3,51,54 +16356804,4.7714e+03,56,5,5,1,0,0,1,0,0,0,0,1,0,1,1,0,0e+00,2.5491698e+02,1.02303246e+02,3,37,23,48 +14992582,3.1438e+03,85,5,2,0,0,1,0,0,0,0,0,0,0,0,1,1,1.2728945e+03,1.2291371e+03,0e+00,20,16,17,116 +31359718,0e+00,15,7,0,1,0,1,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,1.74395e+03,12,4,12,6 +16361688,7.012e+02,23,8,3,1,0,1,0,0,0,0,1,0,0,1,1,1,3.689385e+02,2.0315078e+03,2.0766528e+03,23,70,37,30 +19086592,2.58524e+04,32,2,3,0,0,0,0,0,0,0,0,0,1,1,1,1,3.0887064e+02,1.9090681e+03,1.2437914e+03,40,27,14,12 +21807680,2.13226e+04,18,6,1,0,0,0,1,0,0,0,1,0,0,1,1,1,2.425638e+02,4.489841e+03,2.175171e+02,47,14,18,114 +27268320,2.9538e+04,31,3,3,1,0,1,0,0,0,0,0,1,0,0,1,0,0e+00,1.497884e+03,0e+00,98,0,0,0 +28623063,1.6733e+03,69,9,1,0,0,0,0,1,0,0,0,1,0,0,1,0,0e+00,3.1049e+02,0e+00,0,0,0,99 +29987782,9.21272e+04,42,12,0,1,0,0,0,0,0,0,1,0,0,1,1,1,6.120349e+02,2.2164514e+03,1.7872809e+03,16,27,27,16 +21811280,0e+00,17,5,1,1,0,0,1,0,0,0,1,0,0,1,1,1,3.672768e+03,2.2540935e+03,6.086511e+02,13,14,10,30 +25894188,6.4041e+03,61,8,1,0,0,0,0,0,0,0,0,1,0,0,1,1,2.535234e+03,1.3140917e+04,0e+00,6,7,26,85 +28627326,8.8265e+03,33,3,1,1,0,1,0,0,0,0,1,0,0,0,0,1,5.47045e+03,0e+00,0e+00,29,0,0,0 +24539472,2.6604e+04,90,8,2,1,0,1,0,0,0,0,0,0,0,0,1,0,0e+00,4.3632e+02,0e+00,0,0,0,99 +20439495,1.6227e+04,33,6,4,1,0,0,0,1,0,0,0,1,0,1,1,1,1.933603e+03,6.0561455e+03,1.1559379e+02,26,28,26,126 +27265140,6.382e+04,44,6,0,0,0,0,0,1,0,0,1,0,0,1,0,1,9.095224e+03,0e+00,4.576789e+03,34,35,30,20 +24536700,0e+00,16,6,2,1,0,1,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,7.2051e+02,16,15,8,10 +21803440,4.615e+04,56,9,2,1,0,0,0,1,0,0,0,1,0,1,1,1,6.998017e+02,4.8824766e+03,7.230602e+01,22,21,19,115 +31359695,2.41868e+04,41,1,1,0,0,1,0,0,0,0,0,0,0,1,1,0,0e+00,3.644466e+03,2.02464e+02,48,9,9,9 +31351783,0e+00,14,6,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,3.4468e+02,3,3,3,3 +20447805,7.0068e+04,52,9,5,1,0,1,0,0,0,0,0,0,1,1,1,1,3.3565908e+03,7.811058e+02,2.2169873e+02,11,25,44,61 +13633010,3.9991e+04,41,1,1,1,1,0,0,0,0,0,1,0,0,1,1,0,0e+00,8.965611e+03,6.084177e+02,10,105,11,6 +17714229,1.40634e+04,24,7,4,1,0,0,0,1,0,0,0,1,0,1,1,1,1.2560673e+03,1.2636541e+04,1.6286984e+02,26,28,26,126 +16358556,7.9821e+03,63,3,3,0,0,0,0,0,0,1,0,1,0,1,0,1,1.6695916e+03,0e+00,2.2821408e+02,16,13,18,3 +16357980,3.2132e+03,72,10,3,0,0,0,0,0,0,0,0,1,0,1,1,1,4.2461984e+02,1.5404081e+03,5.302142e+01,18,17,31,120 +16350072,1.59783e+04,55,5,4,0,0,1,0,0,0,0,0,1,0,0,0,1,8.854713e+03,0e+00,0e+00,18,10,2,0 +13628970,0e+00,18,3,1,0,0,0,0,1,0,0,1,0,0,0,1,0,0e+00,5.24513e+02,0e+00,0,99,0,0 +24537762,5.89302e+04,61,9,2,1,0,0,0,0,0,0,1,0,0,1,1,1,6.16124e+02,4.0396252e+02,4.443035e+02,7,37,49,70 +17712578,9.89131e+04,48,5,3,0,0,1,0,0,0,0,0,1,0,0,0,1,9.402862e+03,0e+00,0e+00,18,10,2,0 +21813440,0e+00,13,8,1,0,0,1,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +13629170,4.5464e+04,58,8,1,1,0,0,0,0,0,0,0,1,0,0,1,1,6.3648e+03,8.3565265e+02,0e+00,26,0,24,75 +14992626,1.21451e+04,85,5,2,1,0,0,0,0,1,0,0,1,0,1,1,1,5.2343936e+03,2.3044768e+03,1.16886566e+02,25,29,29,118 +17714593,2.55437e+04,62,8,2,0,0,0,0,1,0,0,0,1,0,1,0,1,4.629872e+03,0e+00,4.106429e+03,52,14,14,17 +13628240,6.9432e+04,59,9,3,1,0,1,0,0,0,0,0,1,0,0,1,1,7.982315e+03,1.1171625e+03,0e+00,12,12,10,113 +13634850,1.9863e+04,49,9,1,1,0,0,0,0,0,0,1,0,0,1,0,1,8.152748e+03,0e+00,3.4463315e+02,21,6,3,5 +14987478,1.08339e+04,62,2,2,1,0,0,0,1,0,0,0,1,0,1,1,0,0e+00,1.065815e+03,2.7179363e+03,23,12,20,14 +24541794,1.18368e+04,47,5,2,0,0,0,0,0,0,0,1,0,0,0,1,1,1.14691956e+02,3.174056e+03,0e+00,35,18,13,31 +31354681,4.52778e+04,64,4,0,1,0,0,0,0,0,1,0,1,0,1,1,1,1.0049597e+03,3.921582e+02,1.3946089e+02,22,18,32,129 +28627032,2.1317e+03,35,5,1,0,0,1,0,0,0,0,0,0,0,0,1,1,3.4470297e+02,9.893351e+02,0e+00,6,9,8,111 +31360086,2.09967e+04,66,6,0,0,0,0,0,0,0,0,0,1,0,1,0,1,2.0794304e+03,0e+00,2.7215408e+02,11,18,26,31 +31356084,6.24565e+04,22,1,1,0,0,0,0,1,0,0,0,1,0,1,1,1,1.6229926e+03,2.1328384e+03,6.870133e+02,9,10,13,37 +31357901,9.7681e+03,55,5,1,1,0,0,0,0,0,0,0,1,0,1,1,1,3.708175e+02,7.2496704e+02,8.447917e+01,24,16,15,114 +19082056,2.70466e+04,25,4,1,0,0,0,0,0,1,0,0,1,0,1,1,1,7.4817346e+02,1.6319685e+03,1.0633451e+02,33,31,19,22 +17715945,3.5997e+03,14,6,2,1,0,1,0,0,0,0,1,0,0,1,1,1,2.8166912e+03,9.029797e+03,5.0936346e+02,26,13,14,142 +20449365,5.22825e+04,45,2,4,0,0,0,0,0,1,0,0,0,0,1,1,1,8.199754e+03,7.7657153e+03,5.7577734e+02,130,28,17,9 +13627910,7.914e+03,82,2,1,1,0,0,0,1,0,0,0,1,0,1,1,1,1.8545438e+03,4.621002e+03,5.212394e+02,31,24,24,114 +31356498,1.74547e+05,40,0,0,0,0,1,0,0,0,0,0,0,1,1,1,1,1.6031746e+00,3.1080466e+03,2.5779825e+02,25,30,3,4 +17720248,1.56936e+04,63,10,2,0,0,0,0,1,0,0,0,1,0,0,0,1,2.368935e+03,0e+00,0e+00,0,0,2,3 +21806912,4.78062e+04,18,6,1,0,0,1,0,0,0,0,1,0,0,1,1,0,0e+00,1.220004e+03,8.206768e+02,12,9,8,110 +24540084,0e+00,15,5,2,1,0,1,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,1.08476e+03,6,5,8,7 +17718168,1.11475e+04,48,5,3,1,0,0,0,0,1,0,0,1,0,1,1,1,8.529839e+01,8.778357e+02,1.0748807e+03,37,42,38,30 +17721899,3.16784e+04,29,6,5,1,0,0,0,0,0,0,0,1,0,1,1,1,1.3296205e+03,2.1400941e+04,2.9359868e+03,9,20,21,110 +21810336,2.17906e+04,44,7,1,1,0,0,0,0,0,0,0,1,0,0,0,1,8.645378e+03,0e+00,0e+00,0,0,0,1 +13629260,6.479e+03,66,6,1,1,0,0,0,0,0,1,0,1,0,1,1,1,1.6985442e+03,4.463739e+03,1.00760065e+03,26,44,68,40 +28621278,3.6065e+03,82,2,1,0,0,1,0,0,0,0,0,1,0,1,1,1,3.374e+02,2.406e+02,8.281745e+01,22,13,15,115 +21800144,8.0418e+03,82,5,1,0,0,0,0,0,0,0,0,1,0,1,1,1,1.0373633e+03,2.585498e+02,1.5391812e+02,0,2,56,170 +24539310,7.9038e+03,68,6,2,1,1,0,0,0,0,0,0,0,0,1,1,1,6.0134344e+02,2.2086217e+02,1.0137081e+02,33,19,17,42 +31338098,1.009056e+05,41,1,0,1,0,1,0,0,0,0,0,1,0,1,1,1,5.76304e+02,2.2929353e+03,3.19744e+02,42,74,9,10 +14988809,3.53672e+04,34,4,2,1,0,0,0,0,1,0,0,1,0,1,1,1,6.55958e+01,1.0125907e+04,8.187348e+02,8,37,30,37 +29989542,2.7632e+04,36,6,2,1,0,0,0,0,0,0,0,1,0,0,1,0,0e+00,3.276604e+03,0e+00,0,0,28,71 +19083162,3.1752e+04,65,5,1,0,0,0,0,0,0,0,1,0,0,1,1,1,1.00561597e+03,5.6529883e+03,6.0750684e+03,23,25,53,73 +29987958,6.71e+04,62,12,2,1,0,0,0,0,1,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +24540282,1.37106e+04,45,3,4,0,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +24541470,0e+00,18,1,2,1,0,0,0,0,0,1,1,0,0,0,1,0,0e+00,2.85526e+03,0e+00,81,6,6,6 +16351092,5.6566e+03,67,7,3,1,0,0,0,0,0,1,1,0,0,0,1,1,2.190761e+03,2.9268457e+03,0e+00,23,35,24,121 +16352400,1.301e+03,78,8,3,1,0,1,0,0,0,0,0,0,0,1,1,1,2.9639365e+02,4.9037227e+03,1.7773509e+02,20,19,14,17 +29989872,6.0984e+03,27,6,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0e+00,0e+00,1.358256e+03,6,4,8,8 +19077002,8.8984e+03,19,4,1,1,0,0,0,1,0,0,1,0,0,1,1,1,1.0761514e+03,7.8897437e+03,3.9707275e+02,13,23,25,34 +16356348,0e+00,17,9,3,0,0,0,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,9.33453e+02,7,5,5,7 +23176491,4.10962e+04,44,10,0,1,0,0,0,0,0,0,1,0,0,0,1,1,3.6707104e+03,1.1115491e+04,0e+00,22,28,36,51 +17717453,1.6497e+04,51,8,2,0,1,0,0,0,0,0,0,1,0,1,1,1,1.4682964e+03,1.0873607e+03,2.4362671e+02,34,19,43,99 +29986968,3.4969e+04,51,11,1,1,0,0,0,0,0,0,0,1,0,0,0,1,4.925358e+03,0e+00,0e+00,16,14,8,9 +21803776,5.29308e+04,42,5,1,1,0,0,0,0,0,0,1,0,0,1,1,1,1.059773e+03,5.6056997e+03,1.0958237e+03,25,22,28,22 +13628200,1.29196e+05,56,6,3,0,0,0,1,0,0,0,0,0,1,0,1,1,9.522689e+03,7.121066e+04,0e+00,15,14,11,114 +21813072,4.72576e+04,68,11,1,1,1,0,0,0,0,0,0,0,0,1,1,1,9.7654126e+02,7.238911e+02,7.9612e+01,36,25,23,33 +21812416,4.26972e+04,32,5,4,0,0,0,0,0,0,0,0,1,0,1,0,0,0e+00,0e+00,4.575696e+03,26,10,5,3 +25904847,1.7377e+03,85,2,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0e+00,1.046576e+03,0e+00,19,67,13,0 +31343572,5.97379e+04,57,7,1,0,0,1,0,0,0,0,0,1,0,0,1,0,0e+00,1.10788e+03,0e+00,0,29,39,31 +24535386,0e+00,17,3,2,1,0,0,0,1,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +21806544,2.562716e+05,43,6,2,1,0,0,1,0,0,0,0,0,1,1,0,1,6.237386e+03,0e+00,2.339724e+03,6,6,6,6 +14993583,6.05671e+04,32,2,2,0,0,0,0,0,0,0,1,0,0,0,0,1,4.498641e+03,0e+00,0e+00,9,3,6,0 +31355693,8.01665e+04,40,0,2,0,0,0,0,0,1,0,0,0,0,1,1,1,1.6401808e+03,2.681259e+03,1.4543044e+02,130,28,17,9 +21803936,2.2906e+04,35,8,3,1,0,0,0,0,0,0,0,1,0,1,1,1,1.3973485e+03,2.4913376e+02,1.6721849e+03,40,117,19,21 +13624850,2.269e+04,26,5,1,1,0,0,0,1,0,0,1,0,0,0,1,1,2.3101145e+03,3.4927142e+02,0e+00,90,50,18,13 +31355785,1.00993e+04,66,6,0,1,1,0,0,0,0,0,0,0,0,1,1,1,5.970191e+02,2.1342973e+02,9.812757e+01,33,19,17,42 +31352519,0e+00,15,7,0,1,0,1,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +13633460,3.5237e+04,56,6,2,0,1,0,0,0,0,0,0,1,0,1,1,0,0e+00,1.2564557e+04,2.4652008e+02,27,29,25,22 +27253720,3.8038e+04,70,2,0,1,0,0,0,0,0,0,0,0,0,1,1,1,9.4241325e+01,1.6789812e+03,3.7962186e+02,66,61,10,6 +27267220,5.2016e+04,34,6,2,1,0,0,0,0,0,0,0,0,0,1,1,1,2.5040903e+03,1.5978946e+04,2.4588745e+02,11,10,16,120 +13630230,3.1379e+04,42,2,3,1,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +29990356,1.322288e+05,61,11,2,0,0,1,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +21813312,1.513642e+05,55,6,3,1,0,0,0,0,0,0,0,1,0,0,0,1,9.44767e+03,0e+00,0e+00,6,6,5,5 +21806336,1.163708e+05,53,5,2,1,0,0,0,1,0,0,0,1,0,0,1,0,0e+00,1.8915383e+04,0e+00,0,0,15,84 +21806096,3.2994e+04,55,8,1,0,1,0,0,0,0,0,0,1,0,1,1,1,7.319025e+02,5.6274695e+02,1.25263016e+02,34,19,43,99 +27266320,3.6288e+04,28,7,0,1,0,0,0,0,0,0,1,0,0,1,1,1,2.3488362e+03,5.0342886e+03,9.451138e+02,13,19,72,44 +16355700,7.6293e+03,49,9,4,0,0,0,0,0,0,0,0,1,0,0,1,1,4.3917575e+02,6.796516e+02,0e+00,7,9,8,101 +23162585,5.4918e+03,58,4,1,1,0,1,0,0,0,0,0,1,0,1,1,0,0e+00,1.344539e+02,2.4721783e+02,12,45,38,38 +17714944,3.10648e+04,30,7,3,0,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +29988970,4.037e+04,43,10,2,1,0,1,0,0,0,0,0,1,0,1,0,1,4.91185e+03,0e+00,7.6450055e+02,10,9,10,7 +29995988,1.7864e+04,70,10,0,1,0,0,0,1,0,0,0,0,0,1,1,1,6.0683115e+03,2.6514407e+03,9.2022534e+02,33,27,57,92 +16350804,6.4394e+03,59,9,4,1,0,1,0,0,0,0,0,1,0,1,0,0,0e+00,0e+00,1.4778786e+04,11,16,14,16 +31348586,0e+00,15,7,0,1,0,0,1,0,0,0,1,0,0,1,0,0,0e+00,0e+00,5.58244e+03,10,10,10,10 +13633940,1.2722e+04,50,10,1,1,0,1,0,0,0,0,1,0,0,1,0,1,2.0625e+03,0e+00,7.8380913e+03,12,24,6,6 +19082840,6.78706e+04,47,7,6,0,0,0,0,1,0,0,0,1,0,1,1,1,2.203909e+03,7.35775e+03,9.731079e+02,13,9,66,60 +28631211,3.3062e+03,51,1,3,1,0,0,0,1,0,0,0,1,0,0,1,0,0e+00,2.3063e+02,0e+00,0,0,51,48 +21800592,0e+00,13,8,1,1,0,0,0,1,0,0,1,0,0,1,0,0,0e+00,0e+00,2.000123e+03,8,6,7,7 +17724044,9.92888e+04,52,9,3,0,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +25903688,1.0967e+03,23,5,0,0,0,0,0,0,1,0,1,0,0,1,1,1,1.9667485e+03,4.5203184e+03,2.4760828e+03,125,16,20,24 +31359327,6.96095e+04,34,4,0,1,0,1,0,0,0,0,1,0,0,0,1,1,5.725716e+02,1.3414099e+03,0e+00,18,110,10,10 +19083120,0e+00,14,6,1,1,0,0,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,3.285143e+03,4,6,8,3 +29984482,8.73488e+04,58,8,1,1,0,1,0,0,0,0,0,1,0,0,1,0,0e+00,1.2644519e+04,0e+00,0,0,0,99 +27262000,2.5198e+04,37,5,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0e+00,1.7903672e+04,0e+00,0,0,29,70 +29978894,2.59864e+04,37,7,2,0,0,0,0,0,0,0,0,0,0,0,1,0,0e+00,3.631155e+03,0e+00,0,0,0,99 +31344952,1.596936e+05,58,8,2,1,0,1,0,0,0,0,0,1,0,0,1,1,3.805365e+03,6.5236957e+02,0e+00,12,12,10,113 +25902016,0e+00,21,3,0,1,0,0,0,0,0,0,1,0,0,1,1,1,1.3444844e+03,3.8762198e+02,1.8153527e+03,35,32,32,134 +29979796,1.12156e+05,56,6,1,0,0,0,1,0,0,0,0,1,0,1,1,1,9.46081e+02,2.3848687e+03,6.501221e+03,9,9,9,9 +16354848,3.9671e+03,72,12,3,0,0,0,0,0,0,0,0,0,1,1,1,1,9.5461945e+02,8.1778485e+02,5.001283e+01,44,39,34,42 +31357188,2.81934e+04,39,9,3,1,0,1,0,0,0,0,0,1,0,1,1,1,4.7322418e+02,1.4965895e+03,8.714837e+01,99,30,30,25 +17723693,3.38104e+04,30,7,4,1,0,0,0,0,0,0,0,0,0,1,1,1,1.7013871e+03,1.4071349e+04,1.505677e+02,11,10,16,120 +27259920,4.6702e+04,51,3,2,1,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +16352436,5.6461e+03,37,7,3,1,0,1,0,0,0,0,0,1,0,1,1,1,1.031888e+03,2.3741484e+03,4.420598e+03,28,20,20,124 +19082672,6.07712e+04,41,1,5,1,0,0,0,0,0,0,0,1,0,0,1,0,0e+00,1.692113e+03,0e+00,80,19,0,0 +17718025,1.96001e+04,70,7,2,1,0,0,0,0,0,0,0,1,0,1,0,1,1.6897572e+03,0e+00,3.2405476e+03,22,19,22,21 +17715373,1.01101e+04,14,6,2,1,0,1,0,0,0,0,1,0,0,1,0,1,1.2265e+03,0e+00,5.077098e+02,46,5,5,4 +27250700,5.3096e+04,46,7,4,1,0,0,0,1,0,0,0,0,0,0,0,1,1.409463e+03,0e+00,0e+00,16,20,21,16 +29988200,2.77178e+04,42,8,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0e+00,3.16624e+03,0e+00,0,0,29,70 +21801072,7.97264e+04,56,9,2,1,0,1,0,0,0,0,0,1,0,1,0,0,0e+00,0e+00,1.5439605e+04,11,16,14,16 +13630360,2.4326e+04,61,1,1,1,0,0,0,0,0,0,0,1,0,0,1,1,1.8120806e+03,4.292048e+03,0e+00,25,105,16,3 +28629993,3.5416e+03,20,5,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0e+00,1.4619237e+02,7.371367e+02,14,7,8,110 +23175879,1.30988e+04,44,10,0,0,0,0,0,0,0,1,0,1,0,0,0,1,3.811876e+03,0e+00,0e+00,8,7,8,9 +24533478,5.5872e+04,62,0,2,1,0,0,0,0,0,0,0,1,0,0,1,1,3.9906976e+02,2.814424e+03,0e+00,21,90,12,6 +25893618,2.6125e+03,24,3,0,0,0,0,1,0,0,0,1,0,0,1,1,1,5.0819672e+02,1.3636295e+04,6.9250366e+02,44,12,16,111 +29994844,5.36096e+04,68,8,0,1,0,0,0,1,0,0,1,0,0,0,1,1,3.3058823e+03,2.7016997e+03,0e+00,9,10,42,75 +25903555,1.03955e+04,60,7,1,1,1,0,0,0,0,0,0,1,0,0,1,1,5.99985e+03,5.9653555e+03,0e+00,11,10,47,76 +17724135,1.82143e+04,25,11,4,1,1,0,0,0,0,0,0,0,1,1,1,1,4.334425e+03,1.3324694e+04,9.548383e+01,7,19,63,52 +21815680,2.08988e+04,22,4,1,1,0,0,0,0,0,0,1,0,0,0,1,0,0e+00,6.477559e+03,0e+00,0,0,6,93 +28631400,1.03442e+04,50,10,1,1,0,0,0,1,0,0,0,1,0,1,1,1,1.9434824e+03,8.833065e+02,1.5343724e+02,35,32,36,133 +16355988,6.1746e+03,39,9,5,0,0,1,0,0,0,0,0,0,0,0,1,1,2.0398037e+03,2.6593867e+03,0e+00,20,24,52,87 +21808464,0e+00,14,9,1,0,0,0,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,1.082105e+03,7,5,5,7 +14990723,3.2032e+04,38,8,4,0,0,1,0,0,0,0,0,0,1,1,1,1,5.771843e+02,5.5457256e+03,6.574646e+02,16,33,44,58 +17714879,5.75744e+04,30,7,3,1,0,1,0,0,0,0,0,1,0,0,0,1,2.9620436e+04,0e+00,0e+00,45,36,39,21 +29980280,5.973e+03,66,6,0,0,0,0,0,0,0,0,0,1,0,1,1,1,4.5066323e+03,3.6947498e+03,6.333802e+01,50,55,17,13 +20449605,4.026e+03,31,4,2,1,0,0,1,0,0,0,1,0,0,1,1,1,4.98741e+03,4.154722e+03,3.32255e+02,21,24,50,121 +31341318,0e+00,15,7,0,1,0,1,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,9.7584e+02,8,4,6,4 +20437575,1.16025e+04,58,5,3,1,0,1,0,0,0,0,0,1,0,1,1,0,0e+00,2.9636133e+02,4.8243774e+02,12,45,38,38 +14995926,2.29779e+04,25,4,2,1,0,1,0,0,0,0,0,0,1,0,1,1,1.6570869e+03,3.5434858e+03,0e+00,118,12,13,7 +23174621,2.69871e+04,65,1,0,0,0,0,0,0,0,1,0,1,0,1,0,1,2.4790752e+03,0e+00,2.8860767e+02,16,13,18,3 +29990642,9.78384e+04,52,11,0,1,0,1,0,0,0,0,1,0,0,0,0,1,2.925632e+03,0e+00,0e+00,8,10,9,7 +19080950,2.11078e+04,75,5,1,1,0,0,0,0,0,0,0,1,0,1,0,1,1.6222142e+03,0e+00,3.4663433e+03,22,19,22,21 +21805040,0e+00,17,5,1,0,0,0,1,0,0,0,1,0,0,1,1,1,1.4068965e+02,6.451527e+03,3.9652744e+02,37,3,3,102 +29982194,1.37016e+04,89,9,0,1,0,0,0,1,0,0,0,1,0,1,1,0,0e+00,1.9176467e+03,1.2160225e+03,12,18,13,111 +16356228,6.842e+03,36,6,5,1,1,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +28620228,3.1242e+03,34,4,4,1,0,0,1,0,0,0,0,1,0,0,1,1,5.7572955e+02,5.6021545e+02,0e+00,14,18,63,56 +23166291,2.90376e+04,44,9,1,0,0,0,0,1,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +13626240,2.8867e+04,78,8,1,1,0,0,0,0,1,0,0,1,0,1,0,1,4.9014536e+03,0e+00,1.8437599e+03,25,16,15,19 +24530130,7.84476e+04,44,2,7,1,0,0,0,0,0,0,0,1,0,1,0,0,0e+00,0e+00,8.036e+02,7,6,3,6 +28624428,1.20985e+04,59,9,3,0,0,0,1,0,0,0,0,1,0,0,0,1,2.14315e+03,0e+00,0e+00,4,14,16,12 +28620081,0e+00,14,6,1,1,0,1,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +24533316,5.1444e+03,85,3,2,0,0,1,0,0,0,0,0,0,0,0,1,1,3.192207e+02,4.2860556e+02,0e+00,20,16,17,116 +14992967,0e+00,19,4,2,1,0,0,0,0,0,0,1,0,0,1,1,1,1.1019108e+03,8.822168e+02,1.4395369e+02,39,14,25,36 +17723121,2.36288e+04,64,11,2,1,1,0,0,0,0,0,0,0,0,1,1,1,1.9328812e+03,1.4440173e+03,1.5763683e+02,36,25,23,33 +24541668,6.69348e+04,38,6,2,0,0,0,0,0,0,0,1,0,0,0,1,1,1.42084e+03,4.290755e+03,0e+00,48,10,8,14 +25891414,0e+00,20,9,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +25897551,0e+00,19,8,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,2.044408e+03,7,5,5,7 +29988354,4.44048e+04,46,6,0,1,0,0,0,0,0,0,1,0,0,0,1,1,5.885554e+02,3.009888e+02,0e+00,6,4,5,35 +28614453,2.4622e+03,31,1,1,0,0,0,0,1,0,0,1,0,0,0,1,1,2.8877585e+02,2.4265127e+03,0e+00,35,125,11,3 +29995372,8.18092e+04,41,11,0,0,0,0,0,0,0,0,1,0,0,0,1,1,5.168244e+03,1.8925871e+04,0e+00,48,10,8,14 +14995211,8.8418e+03,82,2,2,1,0,1,0,0,0,0,0,1,0,1,1,1,1.4614036e+03,1.8125936e+03,2.2423064e+02,36,10,8,3 +27269500,4.963e+04,32,4,2,0,0,0,0,0,0,1,0,1,0,0,1,1,9.577106e+03,2.5317896e+03,0e+00,13,10,12,112 +20443140,2.27085e+04,68,5,2,0,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +14992109,4.73e+03,26,5,2,1,0,1,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,2.157882e+03,3,3,3,3 +13630930,1.039e+03,80,10,1,0,0,0,0,0,0,0,0,1,0,1,1,1,1.00293274e+03,3.157235e+03,1.6000768e+02,9,16,76,58 +14994067,2.38293e+04,56,6,3,1,0,0,0,0,0,0,0,1,0,1,1,1,2.2384858e+03,3.1780862e+02,3.98908e+01,17,16,68,69 +29995702,1.57718e+04,44,14,0,1,1,0,0,0,0,0,1,0,0,1,1,1,3.139201e+02,8.4556604e+02,8.6593665e+02,9,19,44,97 +29991126,8.23636e+04,67,7,0,0,0,0,0,1,0,0,0,1,0,1,1,0,0e+00,7.34595e+03,2.88705e+02,23,70,7,16 +24529770,4.9842e+03,20,3,2,1,0,1,0,0,0,0,1,0,0,1,1,1,7.347954e+02,1.803516e+03,2.0924487e+02,26,13,14,142 +21815920,5.10614e+04,36,6,4,1,0,1,0,0,0,0,0,0,1,1,1,0,0e+00,6.068714e+03,2.6669468e+03,56,50,17,12 +25896373,9.542e+02,89,6,0,0,0,0,0,0,1,0,0,1,0,0,1,0,0e+00,1.608509e+03,0e+00,0,0,0,99 +19080026,6.24288e+04,44,4,5,0,0,1,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +24527394,1.94724e+04,30,4,4,1,0,0,0,1,0,0,0,1,0,1,1,1,4.5726904e+02,2.198718e+03,5.4808544e+01,26,28,26,126 +24539346,1.68318e+04,48,6,2,1,1,0,0,0,0,0,1,0,0,0,1,1,3.0446768e+02,3.343777e+02,0e+00,6,15,9,113 +17724486,5.52916e+04,35,12,4,0,0,0,0,0,0,0,0,1,0,1,0,1,6.2955933e+03,0e+00,1.0984634e+03,7,6,7,30 +20449845,8.6823e+04,44,11,2,1,0,0,0,0,0,0,1,0,0,0,1,1,8.1250586e+03,2.7415305e+04,0e+00,22,28,36,51 +25900287,5.2533e+03,63,10,1,0,0,1,0,0,0,0,0,1,0,1,1,1,1.4741825e+03,6.5404535e+02,7.3696216e+02,17,111,13,19 +21804256,2.659436e+05,56,9,3,1,0,0,1,0,0,0,0,0,1,1,1,1,3.6334922e+03,1.9359967e+04,1.5774018e+04,27,117,30,27 +31347459,4.55929e+04,55,5,1,0,0,0,0,0,0,0,0,1,0,1,1,1,4.500705e+02,2.6764435e+02,5.0458694e+01,15,22,58,66 +28628397,6.7011e+03,45,5,1,0,0,0,0,1,0,0,1,0,0,1,0,1,1.269757e+03,0e+00,6.392417e+02,34,35,30,20 +23169725,1.07047e+04,79,5,0,1,0,0,0,0,0,0,0,1,0,1,0,1,1.228556e+03,0e+00,2.6141768e+03,22,19,22,21 +17715009,3.406e+03,18,4,2,0,0,0,0,0,0,0,1,0,0,1,1,1,3.2520834e+02,1.1905795e+04,1.7387033e+02,17,33,78,16 +27260040,8.159e+04,66,8,0,1,0,0,0,1,0,0,0,1,0,0,1,1,1.9324604e+04,4.200883e+03,0e+00,39,43,30,142 +17719247,4.23553e+04,29,6,4,1,1,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +29991786,2.91918e+04,55,5,1,0,0,0,0,0,0,0,0,1,0,0,0,1,1.1092354e+04,0e+00,0e+00,27,19,29,1 +17723199,7.52466e+04,35,12,2,1,0,0,0,0,0,0,1,0,0,0,1,1,1.3322247e+04,5.4665195e+04,0e+00,22,28,36,51 +24527196,6.26346e+04,71,9,2,0,0,1,0,0,0,0,1,0,0,1,1,1,7.400407e+02,3.2112e+03,4.0059573e+03,6,10,64,96 +21802304,8.7646e+03,19,7,1,1,0,0,0,1,0,0,1,0,0,1,1,1,3.5867847e+02,7.1577496e+02,9.685357e+01,24,8,19,18 +19085038,2.20136e+04,42,2,1,1,0,1,0,0,0,0,1,0,0,0,1,1,2.0581917e+03,2.3353591e+03,0e+00,19,16,70,72 +17713657,3.98762e+04,60,7,2,1,0,0,0,0,0,0,0,1,0,1,0,0,0e+00,0e+00,3.193664e+03,9,7,9,7 +13627750,1.2072e+04,70,10,1,1,0,0,0,0,0,0,0,1,0,0,0,1,3.717139e+03,0e+00,0e+00,7,13,6,7 +24525108,1.369566e+05,54,2,3,0,0,1,0,0,0,0,0,1,0,0,0,1,4.33253e+03,0e+00,0e+00,18,10,2,0 +29980368,7.9596e+03,94,14,0,1,0,0,0,0,0,0,0,1,0,1,1,1,2.2484336e+03,9.3064136e+02,3.5922437e+03,32,122,32,39 +16355820,2.4118e+03,73,3,3,1,0,0,0,0,0,0,0,1,0,1,1,1,6.386598e+02,7.2395435e+02,9.428812e+02,133,29,25,7 +14992208,2.27601e+04,46,6,2,0,0,0,0,1,0,0,1,0,0,0,1,1,2.1113193e+03,1.533593e+02,0e+00,19,19,26,115 +20446200,0e+00,18,7,2,1,0,0,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,4.394241e+03,4,6,8,3 +20442915,0e+00,18,7,2,1,0,1,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +28613004,0e+00,16,8,1,1,0,1,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,7.467e+02,6,8,4,8 +13631260,5.8749e+04,51,1,3,1,0,0,0,0,0,0,0,1,0,1,1,1,3.1107559e+03,1.5437216e+04,2.9643113e+03,24,113,24,11 +25897038,7.751e+03,71,8,0,1,0,0,0,1,0,0,0,1,0,0,1,1,1.0095913e+04,2.0609458e+03,0e+00,39,43,30,142 +13633130,1.9639e+04,26,5,2,1,0,0,0,0,1,0,0,1,0,0,1,1,3.455996e+02,2.9545193e+02,0e+00,20,36,21,47 +28614495,6.1406e+03,59,6,3,1,0,0,0,0,1,0,0,1,0,0,1,0,0e+00,4.1853e+03,0e+00,0,0,42,57 +21801776,6.2699e+04,48,11,2,1,0,0,0,0,1,0,0,1,0,0,1,1,7.492587e+03,6.547917e+01,0e+00,12,5,13,16 +21812256,5.43114e+04,23,5,1,1,0,1,0,0,0,0,0,0,1,0,1,1,3.44981e+02,5.785536e+03,0e+00,118,12,13,7 +14997411,1.09989e+04,46,6,2,0,0,0,0,1,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +16355736,6.9426e+03,44,4,3,0,0,1,0,0,0,0,1,0,0,1,1,1,3.4890388e+03,3.5608928e+03,5.52196e+01,44,39,35,133 +28621341,4.1973e+03,46,6,3,1,0,0,0,0,0,0,0,0,1,0,1,1,5.4480536e+02,1.8863066e+02,0e+00,23,19,22,26 +14996597,1.3541e+04,42,2,2,1,0,1,0,0,0,0,1,0,0,1,1,1,3.90339e+03,3.4184666e+03,4.370303e+02,25,27,116,9 +16355448,9.0966e+03,33,3,6,1,0,1,0,0,0,0,0,1,0,0,1,1,7.9226215e+02,5.011551e+03,0e+00,112,18,10,3 +21803200,1.6107e+04,75,8,1,1,0,1,0,0,0,0,0,0,0,1,1,1,5.6407513e+02,5.0053184e+03,2.2296e+02,20,19,14,17 +20440755,0e+00,21,3,2,1,0,0,0,1,0,0,1,0,0,1,1,1,8.753731e+02,1.5572352e+03,1.2980687e+02,39,37,48,10 +28628607,1.76786e+04,38,8,1,0,0,0,0,0,1,0,1,0,0,1,1,1,3.5443994e+02,9.623601e+02,3.6418787e+02,31,21,11,110 +31343871,5.00158e+04,30,0,3,1,0,1,0,0,0,0,0,0,0,1,0,1,1.4055844e+03,0e+00,1.3107187e+02,58,64,63,7 +28612689,6.495e+02,83,3,1,0,0,0,0,0,0,0,0,1,0,1,1,1,3.2721115e+02,7.487961e+01,8.782184e+01,0,2,56,170 +25902472,7.8022e+03,60,7,1,1,0,1,0,0,0,0,0,1,0,1,1,1,3.945434e+03,4.0057559e+03,9.5494366e+02,29,18,71,60 +17718545,3.69226e+04,70,7,2,0,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +29988398,1.97934e+04,28,7,2,0,0,0,0,0,1,0,0,1,0,0,1,0,0e+00,2.882723e+03,0e+00,0,0,0,99 +21799696,5.4223e+04,36,9,3,1,0,0,0,1,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +28631064,1.14759e+04,49,9,1,0,0,0,0,0,1,0,1,0,0,1,1,1,2.7351187e+03,4.1515425e+03,5.278475e+02,16,17,30,113 +21801488,3.0485e+04,30,3,1,0,0,0,0,1,0,0,1,0,0,0,1,1,3.0601724e+02,7.367361e+03,0e+00,35,125,11,3 +31341709,1.018624e+05,34,4,1,1,0,1,0,0,0,0,0,1,0,0,0,1,8.35675e+03,0e+00,0e+00,45,36,39,21 +19080838,6.36496e+04,58,8,1,1,0,0,0,0,0,0,0,1,0,0,1,1,5.79904e+03,6.4397284e+02,0e+00,26,0,24,75 +25904752,6.9546e+03,70,7,0,0,0,0,0,1,0,0,0,1,0,1,1,1,1.8131642e+03,5.963986e+02,9.7832495e+02,17,18,14,113 +16352928,7.598e+02,92,12,3,1,0,0,0,0,0,0,0,1,0,1,1,1,6.252359e+02,3.060222e+02,8.552591e+02,32,122,32,39 +19078878,3.04444e+04,31,1,4,1,0,1,0,0,0,0,0,0,0,1,0,1,5.467418e+03,0e+00,1.6578088e+02,58,64,63,7 +16351824,4.3564e+03,49,4,5,0,0,0,0,0,1,0,0,1,0,0,1,0,0e+00,4.35453e+02,0e+00,90,3,3,3 +19084254,1.7584e+04,32,2,3,1,0,0,0,0,0,0,0,1,0,0,1,0,0e+00,3.877759e+03,0e+00,0,0,28,71 +24526296,0e+00,19,2,2,0,0,0,0,0,0,0,1,0,0,1,1,1,1.9966846e+02,2.123345e+02,1.3782343e+02,17,23,14,115 +13631210,0e+00,15,7,1,0,0,0,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,7.82116e+02,3,3,3,3 +19077688,0e+00,14,6,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +29985626,0e+00,20,12,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +19085850,2.48822e+04,38,8,4,1,0,0,0,0,0,0,0,1,0,0,1,1,1.4617249e+03,3.1903714e+02,0e+00,15,17,16,111 +14993396,2.67586e+04,62,2,2,1,0,0,0,0,0,0,0,1,0,0,1,1,1.9731544e+03,4.3030405e+03,0e+00,25,105,16,3 +21801280,7.63438e+04,36,9,4,1,0,1,0,0,0,0,0,0,0,1,1,1,6.719483e+02,7.718326e+02,2.2032932e+02,13,15,33,95 +29986198,2.10287e+05,58,8,1,0,0,0,0,0,0,0,0,1,0,0,1,0,0e+00,9.8171055e+04,0e+00,12,22,8,3 +16353372,6.5127e+03,34,4,3,0,0,0,0,0,0,0,1,0,0,1,1,0,0e+00,8.6244324e+02,1.3683412e+03,60,47,3,3 +13633540,1.2621e+04,67,7,1,1,0,0,0,1,0,0,0,0,0,1,1,1,4.487992e+03,1.1934336e+03,1.1602457e+03,30,27,11,115 +25893637,8.2424e+03,53,10,0,0,0,0,0,0,0,0,1,0,0,1,1,1,1.9572219e+03,1.0258419e+03,9.29275e+02,13,15,24,26 +16349868,1.17365e+04,38,8,5,1,0,0,0,0,0,0,0,0,1,1,1,1,4.0395654e+02,8.0182574e+02,2.3931389e+02,5,44,51,56 +23169147,0e+00,20,8,0,1,0,0,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,6.191687e+03,4,5,8,5 +25894663,1.8012e+03,47,4,2,0,0,0,0,0,0,0,0,1,0,1,1,1,1.3007448e+02,1.3370149e+03,6.3612714e+02,23,17,23,111 +17723563,0e+00,11,10,2,1,0,0,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,1.774449e+03,0,0,1,3 +19085976,5.12596e+04,39,6,2,0,0,0,0,0,0,0,0,0,0,1,1,1,1.1357866e+03,2.6485322e+03,1.0331422e+03,14,6,51,96 +21803328,3.96396e+04,29,7,1,0,0,0,0,1,0,0,1,0,0,1,1,1,3.8560812e+02,6.8568756e+02,4.425681e+03,23,18,17,117 +17719832,0e+00,9,8,2,1,0,0,0,1,0,0,1,0,0,1,0,0,0e+00,0e+00,3.807674e+03,10,14,5,3 +24537834,6.8418e+04,62,0,2,0,0,0,0,0,0,1,0,1,0,1,0,1,8.832036e+02,0e+00,1.658688e+02,16,13,18,3 +27253800,4.8262e+04,47,9,1,1,0,0,0,0,0,0,0,1,0,1,1,1,2.4074773e+03,1.5486695e+04,2.9200845e+02,11,12,14,122 +25901465,4.9071e+03,80,7,0,1,0,0,0,0,0,0,0,1,0,0,1,0,0e+00,1.6304792e+04,0e+00,0,0,0,99 +20451195,1.3719e+04,85,2,2,0,0,0,0,0,0,0,0,0,0,0,1,0,0e+00,1.05501e+03,0e+00,19,67,13,0 +13626070,2.445e+04,45,5,2,0,0,0,0,0,0,0,0,1,0,0,1,1,3.0564023e+03,7.8649365e+02,0e+00,24,15,14,110 +25901446,2.3184e+03,84,11,0,0,0,0,0,0,0,0,0,1,0,1,1,1,2.3672727e+03,1.0553934e+03,5.057075e+02,47,7,26,85 +24529842,5.0193e+04,36,3,2,1,0,1,0,0,0,0,1,0,0,0,0,1,6.6909e+02,0e+00,0e+00,13,17,12,0 +14998269,3.60008e+04,55,5,2,0,0,0,0,1,0,0,0,0,1,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +20446080,1.12425e+04,93,10,2,0,0,0,0,0,1,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +21806992,1.207986e+05,52,5,2,0,0,0,0,0,1,0,0,1,0,0,1,1,1.4972167e+03,8.375749e+02,0e+00,5,11,10,113 +20440305,1.11465e+04,42,9,3,1,0,0,0,0,0,0,0,1,0,1,1,1,5.7061804e+02,8.063904e+02,1.2854502e+03,23,21,16,108 +24542694,1.66878e+04,30,6,2,0,0,0,0,0,0,0,0,1,0,0,1,1,9.022388e+02,3.7371936e+02,0e+00,22,18,17,119 +29981952,2.62196e+04,24,9,0,1,0,0,0,0,0,0,1,0,0,0,1,1,1.4788691e+04,2.3034731e+03,0e+00,122,30,29,24 +13625790,1.7401e+04,19,4,1,0,0,0,0,0,0,0,1,0,0,0,1,1,4.4307476e+03,1.141219e+03,0e+00,0,0,42,143 +27262040,3.6366e+04,33,5,3,1,0,1,0,0,0,0,0,1,0,0,0,1,7.1e+03,0e+00,0e+00,17,0,0,0 +13631500,0e+00,15,7,1,1,0,1,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,2.111141e+03,16,15,8,10 +21807888,5.38252e+04,30,3,2,1,0,0,0,0,0,0,0,0,1,1,1,0,0e+00,8.493882e+03,2.5338177e+02,15,45,67,10 +29992644,1.115488e+05,60,10,1,0,0,1,0,0,0,0,0,1,0,0,1,1,1.904529e+02,3.839749e+04,0e+00,0,0,26,84 +28625457,8.1346e+03,49,8,6,0,0,0,0,0,0,0,0,0,0,1,1,1,1.0733527e+03,2.1375848e+02,5.7507225e+01,29,40,23,27 +16360716,0e+00,19,4,3,1,0,0,0,1,0,0,1,0,0,0,1,1,9.941489e+02,3.210428e+02,0e+00,38,42,9,99 +19087726,1.31306e+04,70,10,1,1,0,0,0,1,0,0,0,1,0,0,0,1,2.026278e+03,0e+00,0e+00,7,11,14,8 +27256080,1.36078e+05,48,10,0,0,0,0,0,0,0,0,1,0,0,1,1,1,1.9591979e+04,4.1413805e+04,7.744259e+02,16,18,28,108 +28615881,4.1263e+03,67,6,1,0,0,0,0,1,0,0,0,1,0,1,0,1,1.12005e+03,0e+00,1.2474639e+03,52,14,14,17 +20448135,4.91085e+04,64,11,2,1,0,0,0,0,0,0,1,0,0,1,1,1,2.3342761e+03,1.0261387e+03,2.0175659e+03,7,37,49,70 +20443485,6.55725e+04,38,5,4,1,0,0,1,0,0,0,0,1,0,1,0,0,0e+00,0e+00,1.4080038e+04,3,3,3,3 +27269100,7.4942e+04,55,7,1,1,0,0,0,0,0,0,0,1,0,1,0,1,2.4256684e+04,0e+00,1.2135664e+03,29,3,3,3 +14992450,1.31285e+04,62,2,2,1,0,0,0,0,0,0,0,1,0,1,1,1,3.2369797e+02,3.0035702e+01,5.0072354e+03,19,8,7,3 +28618611,1.6619e+03,82,2,1,1,0,0,0,1,0,0,0,1,0,1,1,1,9.1020776e+02,1.8082427e+03,1.3062384e+02,31,24,24,114 +28617309,0e+00,14,6,1,0,0,0,0,1,0,0,1,0,0,1,0,0,0e+00,0e+00,2.2262e+02,3,3,3,3 +19086508,9.3702e+04,59,9,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +16360104,6.867e+03,56,6,4,1,0,0,0,0,1,0,0,0,0,1,1,1,1.4375459e+03,1.2851357e+02,1.0114691e+02,33,27,43,128 +23163809,6.1099e+04,55,1,2,0,0,0,0,0,0,0,0,0,1,0,1,1,9.8428436e+02,1.7003622e+03,0e+00,23,51,43,3 +17718753,2.11588e+04,36,3,5,1,0,0,1,0,0,0,0,0,0,0,1,0,0e+00,1.668168e+03,0e+00,0,99,0,0 +27264440,1.0912e+04,63,5,0,0,0,1,0,0,0,0,0,0,0,0,1,1,2.9279907e+03,4.556892e+03,0e+00,120,9,15,14 +27250620,8.9484e+04,31,3,2,1,0,0,1,0,0,0,0,1,0,0,1,1,7.2137183e+03,4.2103746e+04,0e+00,7,7,12,105 +31351024,6.66425e+04,54,4,2,0,0,0,0,0,1,0,0,1,0,1,1,1,2.9917743e+02,5.59185e+02,3.4731082e+02,20,27,68,71 +21805728,1.566292e+05,41,4,5,1,0,1,0,0,0,0,0,1,0,1,1,1,2.7225494e+02,1.3469949e+03,9.8256055e+02,27,96,66,33 +29993172,1.66958e+05,45,5,0,0,0,1,0,0,0,0,0,0,1,1,1,1,0e+00,2.1657756e+04,1.21496e+03,25,30,3,4 +21806016,3.93614e+04,63,6,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +23170150,8.4738e+03,65,1,0,1,0,0,0,0,0,0,0,1,0,1,1,1,2.1249121e+02,1.8620325e+01,3.1031428e+03,19,8,7,3 +17717115,2.9757e+03,30,7,2,1,0,0,0,0,1,0,0,1,0,1,1,0,0e+00,2.7583457e+03,3.2958963e+02,11,29,50,40 +31337799,6.45334e+04,32,2,2,1,0,0,0,1,0,0,0,0,0,1,1,0,0e+00,6.1123e+02,3.4224124e+02,44,6,7,7 +25896506,2.3628e+03,34,10,0,0,0,1,0,0,0,0,1,0,0,0,1,1,1.4118308e+03,3.1957786e+03,0e+00,32,34,8,8 +14996696,3.72955e+04,54,4,2,0,0,0,0,0,0,0,0,1,0,1,1,0,0e+00,6.622117e+03,3.0415704e+02,8,12,7,111 +24530094,2.91024e+04,51,9,2,0,0,0,0,0,1,0,1,0,0,1,1,0,0e+00,1.0284963e+03,2.0595935e+02,5,7,6,104 +31345228,1.3616e+04,66,6,0,1,0,0,0,0,0,0,0,0,1,1,1,1,2.5639404e+02,1.7602734e+02,3.2787973e+02,11,20,26,128 +28617288,6.7336e+03,49,9,2,0,0,0,0,1,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +28617183,8.5886e+03,40,9,2,0,0,0,0,1,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +14991867,0e+00,19,4,2,0,0,0,0,1,0,0,1,0,0,0,1,0,0e+00,5.45445e+02,0e+00,0,99,0,0 +29992314,4.05878e+04,44,14,0,0,0,0,0,0,0,1,0,1,0,0,0,1,9.81414e+03,0e+00,0e+00,8,7,8,9 +25898615,4.8794e+03,61,8,2,0,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +16357044,7.14e+02,21,6,3,1,0,0,0,0,0,0,1,0,0,0,1,1,5.3973694e+02,3.3979068e+02,0e+00,8,6,34,83 +25889172,1.2073e+03,71,8,0,0,0,0,0,0,0,0,0,1,0,1,1,1,1.4924105e+03,5.6217737e+02,2.0672566e+02,28,21,18,119 +17714385,7.43522e+04,27,4,5,0,0,1,0,0,0,0,0,0,0,0,1,1,3.5176267e+03,4.3365225e+03,0e+00,0,8,16,113 +23168518,0e+00,20,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +19080628,2.6264e+04,49,6,1,1,0,0,0,1,0,0,1,0,0,1,1,1,6.3001184e+02,3.2374857e+02,8.982419e+02,20,23,38,111 +16352100,2.2277e+03,66,6,3,1,0,0,0,0,0,0,0,1,0,1,1,1,6.6951385e+02,3.4640781e+03,1.8276836e+02,28,21,22,23 +16359000,8.3483e+03,60,10,5,0,0,1,0,0,0,0,0,1,0,0,1,0,0e+00,1.329912e+03,0e+00,0,0,0,99 +23170558,8.8296e+03,34,9,0,0,0,1,0,0,0,0,1,0,0,0,1,1,5.276088e+02,2.293243e+03,0e+00,32,34,8,8 +16356636,1.15628e+04,33,3,3,0,0,0,0,0,0,0,1,0,0,0,0,1,1.927989e+03,0e+00,0e+00,9,3,6,0 +21812944,4.34668e+04,23,5,2,1,0,0,0,1,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +19082140,6.1936e+03,19,4,1,0,0,0,0,0,0,0,1,0,0,1,1,1,7.1990906e+02,3.9988567e+03,5.25346e+02,15,16,53,81 +16356960,0e+00,16,8,3,1,0,0,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,1.837731e+03,4,6,8,3 +21807728,0e+00,15,10,1,0,0,0,1,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +24542406,5.31378e+04,50,4,2,1,0,0,0,1,0,0,1,0,0,0,1,1,1.2019182e+03,2.478119e+03,0e+00,18,23,21,111 +20442345,6.50715e+04,53,10,2,0,0,0,0,0,0,0,1,0,0,1,1,1,1.2354196e+03,6.2832806e+02,9.8663574e+02,13,15,24,26 +16352184,6.0984e+03,35,5,4,0,0,1,0,0,0,0,0,1,0,1,1,0,0e+00,4.690087e+03,1.2470447e+02,21,22,14,20 +28624470,1.2197e+03,20,2,1,1,0,0,1,0,0,0,1,0,0,1,1,1,6.4495776e+02,1.338617e+02,2.778e+02,16,16,19,20 +14989392,1.79509e+04,52,2,3,1,0,0,0,0,1,0,0,1,0,0,1,1,2.2468192e+02,2.884964e+03,0e+00,80,4,0,0 +29986770,1.81764e+04,65,5,0,0,0,0,0,0,0,0,0,1,0,1,1,1,0e+00,2.1898987e+03,8.2435394e+02,95,10,3,3 +20450160,1.9686e+04,71,8,2,1,1,0,0,0,0,0,0,1,0,1,1,1,2.2829863e+03,4.2249304e+02,2.0819449e+02,31,19,18,115 +24539994,3.0357e+04,21,4,2,1,0,0,0,0,0,0,1,0,0,1,1,0,0e+00,2.4305568e+02,7.762734e+02,14,7,8,110 +31352082,4.51835e+04,39,6,2,0,0,1,0,0,0,0,0,1,0,0,1,0,0e+00,2.6408e+02,0e+00,1,7,12,2 +21809520,3.22296e+04,60,3,1,1,0,0,0,1,0,0,0,1,0,1,1,0,0e+00,3.054746e+03,1.788429e+03,90,11,4,4 +31342767,0e+00,13,5,0,0,0,0,0,1,0,0,1,0,0,1,0,0,0e+00,0e+00,3.4362e+02,3,3,3,3 +28620102,0e+00,16,6,1,0,0,1,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +13629250,1.5077e+04,75,5,1,1,0,0,0,0,0,0,0,1,0,1,0,1,1.835444e+03,0e+00,3.8967764e+03,22,19,22,21 +31358246,5.60464e+04,63,3,0,1,0,0,0,1,0,0,1,0,0,0,1,1,6.584939e+02,2.4786833e+03,0e+00,9,10,42,75 +27251920,0e+00,15,2,0,1,0,0,0,0,1,0,1,0,0,1,0,0,0e+00,0e+00,5.59596e+03,13,7,3,3 +19080264,2.11946e+04,64,4,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +27265020,3.7194e+04,19,6,0,0,0,1,0,0,0,0,1,0,0,1,1,0,0e+00,1.4654678e+04,2.027252e+04,5,37,55,42 +29978366,6.96102e+04,52,12,2,1,0,0,0,0,1,0,0,1,0,0,1,1,2.6420732e+03,7.519255e+03,0e+00,30,2,0,99 +14996311,4.39901e+04,42,2,2,1,1,0,0,0,0,0,1,0,0,1,1,0,0e+00,9.051175e+03,6.501498e+02,10,105,11,6 +13625300,3.925e+04,58,8,1,1,0,0,0,1,0,0,1,0,0,1,1,1,2.9774368e+03,5.693419e+03,7.543019e+02,21,15,116,25 +16357284,4.2386e+03,44,4,3,1,0,0,0,0,0,0,1,0,0,0,1,1,3.350279e+02,2.0526912e+02,0e+00,6,4,5,35 +13632560,9.0592e+04,51,1,1,0,0,1,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +31339570,5.6718e+03,62,2,0,0,0,0,0,0,0,0,1,0,0,1,1,0,0e+00,3.3608877e+03,1.7581317e+02,21,22,17,22 +14989051,3.7609e+03,30,9,2,1,0,0,0,0,0,1,1,0,0,1,1,1,5.680703e+02,7.2453296e+03,1.149396e+02,25,21,25,21 +23171170,3.141e+03,23,4,0,0,0,0,0,0,0,0,1,0,0,1,1,1,5.489336e+02,3.0296633e+03,3.9797772e+02,15,16,53,81 +27266120,3.1152e+04,46,8,0,1,0,1,0,0,0,0,1,0,0,1,1,1,2.2065785e+02,1.4354517e+03,2.4532385e+03,19,25,22,102 +28632492,4.3945e+03,71,1,1,0,0,0,0,1,0,0,0,0,0,1,1,0,0e+00,5.2387384e+02,1.2312949e+03,31,3,51,54 +14994353,6.20224e+04,37,4,4,0,0,0,1,0,0,0,0,0,0,0,1,1,4.1714985e+03,1.350711e+04,0e+00,8,9,50,64 +17721405,9.5589e+03,15,7,2,0,0,0,0,0,0,1,1,0,0,0,1,1,3.4307693e+02,1.5641008e+04,0e+00,16,2,17,82 +17715958,1.329718e+05,52,9,4,1,0,0,1,0,0,0,0,0,1,1,1,1,7.141799e+03,3.8639203e+04,3.2638252e+04,27,117,30,27 +25896962,0e+00,22,4,0,1,0,0,0,0,0,0,1,0,0,0,1,0,0e+00,1.358088e+03,0e+00,18,18,16,5 +16356840,1.2197e+03,22,4,3,1,0,0,1,0,0,0,1,0,0,1,1,1,1.1800327e+03,2.4122961e+02,4.6584204e+02,16,16,19,20 +24532740,0e+00,19,2,2,0,0,0,0,0,1,0,1,0,0,1,0,1,1.355352e+02,0e+00,9.863216e+02,5,3,5,12 +14989667,6.4328e+03,85,5,2,1,0,0,0,0,0,0,1,0,0,1,1,1,0e+00,4.221179e+03,7.0444434e+02,66,32,11,11 +17718688,2.62327e+04,45,12,3,1,0,0,0,0,0,0,0,1,0,1,0,0,0e+00,0e+00,1.547238e+03,9,5,8,7 +29984196,3.77828e+04,86,6,0,0,0,1,0,0,0,0,0,1,0,1,1,1,2.4131035e+03,9.63636e+02,4.0929556e+02,22,13,15,115 +23162364,2.85789e+04,45,1,5,1,0,0,0,0,1,0,0,0,1,0,1,1,1.4829923e+03,5.2754375e+03,0e+00,21,64,42,3 +19076596,2.5256e+04,28,7,3,1,0,0,0,1,0,0,0,1,0,1,0,0,0e+00,0e+00,6.489303e+03,31,3,3,3 +24528582,4.22568e+04,21,4,2,0,0,0,0,0,1,0,1,0,0,0,1,1,3.214088e+02,6.355668e+02,0e+00,15,29,94,12 +27258040,3.752e+04,48,7,0,1,0,0,0,1,0,0,1,0,0,1,1,1,1.5180707e+03,8.323276e+02,1.6675548e+03,20,23,38,111 +17714450,2.31452e+04,17,3,3,0,0,0,0,1,0,0,0,1,0,1,0,1,7.689655e+02,0e+00,8.400896e+02,38,8,9,3 +17718116,2.39031e+04,14,6,2,0,0,1,0,0,0,0,1,0,0,1,1,0,0e+00,2.4661726e+03,1.6430892e+03,12,9,8,110 +23166665,8.1011e+03,87,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +21805600,2.32986e+04,86,9,1,0,0,0,0,0,0,0,0,0,0,1,1,1,2.0200987e+02,5.8216396e+03,7.16393e+01,42,15,15,13 +28614348,1.3343e+03,67,7,1,0,0,0,0,0,0,0,0,1,0,1,1,1,4.161629e+02,1.15255165e+02,4.2926613e+01,28,21,18,119 +21803280,7.1851e+04,40,3,3,1,0,0,0,0,0,0,0,0,0,1,1,1,1.2475451e+02,5.86235e+03,3.6880557e+02,38,22,74,50 +19085528,0e+00,17,2,1,1,0,1,0,0,0,0,1,0,0,1,1,1,1.1606744e+03,3.1016492e+02,8.3675835e+01,12,16,57,58 +21811680,1.5444e+04,28,6,2,1,0,0,0,0,0,0,0,1,0,0,1,0,0e+00,8.694582e+03,0e+00,0,39,54,6 +23167124,8.8438e+03,36,2,2,0,0,0,1,0,0,0,0,1,0,0,1,0,0e+00,4.21132e+03,0e+00,0,0,0,99 +16360596,4.5677e+03,67,7,3,0,0,0,0,0,0,0,0,1,0,0,0,1,1.283916e+03,0e+00,0e+00,22,25,12,23 +13630510,0e+00,15,7,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +13631170,3.8736e+04,49,8,6,0,0,0,0,0,0,0,0,0,0,1,1,1,3.221735e+03,4.2498148e+02,1.9105896e+02,29,40,23,27 +13633990,1.591e+03,26,5,1,0,0,1,0,0,0,0,1,0,0,0,1,1,3.912447e+01,4.6432515e+03,0e+00,99,0,2,3 +13630020,4.0795e+04,67,7,1,1,0,0,0,1,0,0,0,1,0,0,1,1,9.490253e+03,2.2854614e+03,0e+00,39,43,30,142 +25890825,2.0155e+03,68,5,0,1,0,0,0,0,0,0,0,1,0,1,1,1,1.1217919e+03,8.600444e+03,3.9225833e+02,28,21,22,23 +20449050,0e+00,21,3,2,0,0,0,0,0,1,0,1,0,0,1,1,0,0e+00,4.4721487e+02,1.1011984e+03,38,3,3,102 +27269340,5.9042e+04,48,6,0,1,0,0,0,1,0,0,1,0,0,0,1,1,8.079192e+03,1.664768e+04,0e+00,18,23,21,111 +13633170,1.8176e+04,69,9,1,1,1,0,0,0,0,0,0,0,0,1,1,1,9.221938e+02,1.0902712e+03,1.2190236e+02,36,25,23,33 +13626320,4.9863e+04,56,6,1,0,0,0,0,0,1,0,0,1,0,0,1,0,0e+00,1.3124425e+04,0e+00,0,0,0,99 +23172190,4.1237e+03,24,2,0,1,0,0,1,0,0,0,1,0,0,1,1,1,1.5829082e+03,3.1736877e+02,5.840515e+02,16,16,19,20 +27259020,4.818e+04,67,9,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +13632510,1.8597e+04,20,5,1,0,0,1,0,0,0,0,1,0,0,1,1,0,0e+00,4.8635474e+03,9.2876e+03,5,37,55,42 +13627700,7.6891e+04,43,3,1,1,0,0,0,0,0,0,1,0,0,0,1,1,2.3228e+03,1.2331226e+03,0e+00,6,14,10,118 +13630190,3.2581e+04,34,4,3,1,1,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +13632550,1.7559e+04,52,2,1,1,0,1,0,0,0,0,0,1,0,0,1,0,0e+00,5.90003e+02,0e+00,0,0,96,3 +23178939,2.09599e+04,53,5,0,1,0,0,0,1,0,0,1,0,0,0,1,1,2.5078257e+03,2.4928755e+03,0e+00,18,23,21,111 +13631740,2.1384e+04,59,8,2,1,0,1,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +14988479,3.37414e+04,66,6,2,1,0,0,0,0,0,0,0,1,0,1,0,0,0e+00,0e+00,4.500714e+03,9,7,9,7 +25893124,3.546e+03,44,11,3,0,0,0,0,0,0,0,0,1,0,1,1,0,0e+00,6.7776105e+02,4.164103e+03,9,9,7,9 +13630030,7.968e+03,69,9,1,0,0,0,0,1,0,0,0,1,0,0,1,0,0e+00,1.088807e+03,0e+00,0,0,0,99 +28627011,5.4835e+03,37,7,1,0,0,0,0,0,0,0,0,1,0,0,1,0,0e+00,6.1847e+02,0e+00,18,11,17,27 +29986484,5.80008e+04,46,6,2,0,0,0,0,0,0,0,0,1,0,1,1,1,3.066864e+03,2.7355854e+03,2.804766e+02,16,17,15,13 +28624239,5.1962e+03,31,1,1,1,0,1,0,0,0,0,1,0,0,0,1,1,2.744186e+02,2.6655327e+03,0e+00,7,33,52,37 +17719104,4.56521e+04,53,10,3,1,0,0,0,0,0,0,0,1,0,1,1,1,2.8803647e+03,1.9699904e+04,7.3089976e+03,22,42,29,32 +17724213,1.29987e+04,40,7,2,0,0,0,0,1,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +28621614,2.3255e+03,53,3,2,1,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +29975220,2.376e+04,94,14,0,1,0,0,0,0,0,0,0,1,0,0,1,0,0e+00,5.118749e+03,0e+00,23,26,23,23 +19088300,6.8026e+03,30,9,2,1,0,1,0,0,0,0,0,0,0,1,1,0,0e+00,9.2500964e+02,9.3574243e+02,6,99,9,12 +14992340,0e+00,19,4,2,1,0,0,0,1,0,0,1,0,0,1,0,1,1.5629213e+02,0e+00,2.2376836e+03,12,13,12,11 +23174468,1.65387e+04,56,2,1,1,0,0,1,0,0,0,0,1,0,0,0,1,3.739e+03,0e+00,0e+00,21,13,0,0 +16361196,1.381e+03,48,8,3,0,0,0,0,0,0,0,1,0,0,0,1,1,1.14669525e+02,4.560852e+03,0e+00,35,18,13,31 +28615776,3.6926e+03,65,5,1,0,0,0,0,0,1,0,0,0,0,1,0,1,7.555278e+02,0e+00,2.001618e+02,26,19,24,20 +17719975,1.6328e+04,42,9,3,0,0,0,0,1,0,0,0,1,0,0,0,1,1.153829e+03,0e+00,0e+00,14,16,14,11 +25888602,0e+00,20,9,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +20444865,3.24855e+04,54,11,2,1,0,0,0,0,1,0,1,0,0,1,1,1,2.9399172e+03,4.6263705e+02,2.956474e+02,26,25,73,63 +23174451,5.86545e+04,61,7,1,0,0,0,1,0,0,0,0,1,0,1,1,0,0e+00,2.9526785e+03,3.653148e+03,24,9,16,90 +20440320,3.5844e+04,39,6,3,0,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +24531966,1.423026e+05,59,6,2,0,0,0,0,0,0,0,0,0,1,1,1,0,0e+00,3.1618347e+03,9.69918e+02,0,0,0,123 +24537312,3.5712e+04,52,0,4,1,0,0,0,0,0,1,0,0,0,0,1,1,5.6938776e+02,2.5203429e+02,0e+00,49,0,0,0 +19084464,3.8808e+03,23,2,2,1,0,0,0,0,0,0,0,0,0,1,0,0,0e+00,0e+00,7.70493e+02,6,4,8,8 +28624260,1.01806e+04,47,7,6,0,0,0,0,1,0,0,0,1,0,1,1,1,7.7030646e+02,4.7637397e+03,2.9767075e+02,13,9,66,60 +19078752,0e+00,17,2,1,0,0,0,1,0,0,0,1,0,0,0,1,0,0e+00,1.3479977e+04,0e+00,6,6,6,6 +27263420,7.3746e+04,59,11,0,1,0,0,0,0,0,0,0,1,0,0,1,1,6.335304e+03,2.495019e+04,0e+00,8,10,10,110 +20439855,4.1919e+04,44,10,2,1,0,1,0,0,0,0,1,0,0,0,1,1,0e+00,5.0753253e+02,0e+00,20,18,19,22 +17724772,4.1223e+03,18,4,3,1,0,1,0,0,0,0,0,1,0,0,1,1,8.4150946e+02,7.227031e+02,0e+00,19,25,14,101 +14990294,1.33738e+04,37,7,5,1,0,1,0,0,0,0,0,0,0,1,1,1,1.6619411e+01,3.8573152e+03,2.703083e+02,39,24,40,33 +31351047,7.015e+04,57,7,2,1,0,0,0,0,1,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +31337063,4.79665e+04,36,6,2,1,0,0,0,1,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +24536484,2.36466e+04,74,2,2,1,0,0,0,0,1,0,0,1,0,1,1,1,3.3274832e+02,1.3520982e+02,2.1459593e+02,22,46,54,50 +23175862,5.9803e+03,43,5,0,1,0,0,0,0,0,1,0,1,0,1,1,0,0e+00,2.4327334e+03,4.134432e+02,0,0,43,67 +23177511,1.54432e+04,69,5,0,0,0,0,0,0,0,0,0,1,0,0,0,1,1.08893e+03,0e+00,0e+00,22,25,12,23 +23166495,1.20601e+04,45,1,0,1,0,0,0,0,0,0,1,0,0,1,1,1,1.7583019e+03,1.9201237e+03,1.9480132e+02,45,96,9,9 +17722263,2.41761e+04,15,7,2,0,0,1,0,0,0,0,1,0,0,1,1,0,0e+00,1.1638622e+04,1.2030088e+04,5,37,55,42 +19088216,4.4394e+03,23,2,2,1,0,1,0,0,0,0,0,1,0,0,1,1,1.5471698e+03,3.1828064e+02,0e+00,19,25,14,101 +19075042,8.1018e+03,19,4,1,0,0,1,0,0,0,0,1,0,0,0,1,0,0e+00,5.242639e+03,0e+00,0,25,47,27 +28631442,5.1173e+03,64,4,1,1,0,0,0,1,0,0,1,0,0,0,1,1,6.2557477e+02,2.3906025e+03,0e+00,9,10,42,75 +25887595,1.4696e+03,58,5,1,1,0,1,0,0,0,0,0,1,0,1,1,0,0e+00,4.4690683e+02,5.201317e+02,12,45,38,38 +24529068,2.54538e+04,20,3,2,0,0,0,0,0,0,0,1,0,0,0,1,1,8.833446e+02,2.1437308e+02,0e+00,13,9,109,12 +14987808,7.2798e+03,41,11,2,1,0,0,0,0,0,0,1,0,0,1,1,1,1.0387794e+03,5.5782397e+03,3.1370312e+02,27,22,55,76 +25891395,5.2506e+03,45,2,2,1,0,0,0,0,0,0,0,0,0,1,1,1,3.6888028e+02,8.566206e+03,9.360063e+02,38,22,74,50 +14993066,4.8026e+03,63,3,2,1,0,0,0,0,1,0,0,1,0,1,1,1,1.6076287e+03,6.8683965e+03,1.4361609e+02,45,43,42,9 +23170354,2.0292e+03,88,4,0,0,0,1,0,0,0,0,0,0,0,0,1,1,8.0940875e+02,7.5251074e+02,0e+00,20,16,17,116 +31343848,6.27187e+04,68,3,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0e+00,2.86458e+03,0e+00,11,31,36,21 +13633610,2.6008e+04,35,5,3,1,0,0,0,0,0,0,0,0,0,1,1,1,1.01174976e+03,4.4345664e+03,1.09723755e+02,11,10,16,120 +24533352,1.04022e+04,81,9,2,1,0,0,0,0,0,0,0,1,0,1,1,1,2.6067154e+02,2.103396e+03,1.5498394e+01,27,44,41,25 +29986110,1.35168e+04,27,6,0,1,0,0,0,0,1,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +28617162,9.2812e+03,31,1,2,1,0,0,0,1,0,0,0,1,0,1,1,1,3.4741574e+02,4.6744883e+03,4.0971783e+01,46,73,14,13 +31356452,3.40285e+04,36,6,1,1,0,1,0,0,0,0,0,0,0,0,1,0,0e+00,6.43678e+03,0e+00,13,7,14,10 +24529644,2.15676e+04,35,3,2,1,0,0,0,0,0,0,1,0,0,0,1,0,0e+00,3.10183e+03,0e+00,0,0,6,93 +23167294,2.10011e+04,48,4,0,0,0,1,0,0,0,0,1,0,0,1,1,1,1.0894834e+03,1.8733846e+02,1.24391205e+02,24,22,62,61 +31349897,0e+00,15,7,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +13625710,6.108e+03,20,5,1,0,0,0,0,0,0,0,1,0,0,1,1,1,8.8890466e+02,5.25047e+02,1.8814539e+03,11,12,9,99 +23176729,5.98778e+04,48,4,4,1,0,1,0,0,0,0,0,0,0,1,1,0,0e+00,8.670003e+03,7.0863984e+03,9,10,74,46 +24536286,0e+00,18,1,2,1,0,0,0,0,0,0,1,0,0,1,0,1,6.717146e+02,0e+00,1.6717847e+02,11,6,5,4 +31341387,0e+00,13,5,0,1,0,1,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,1.96877e+03,8,9,8,8 +21808368,8.15854e+04,41,4,3,1,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +27249600,1.0178e+05,33,5,2,0,0,0,0,1,0,0,0,1,0,1,1,1,2.2895408e+03,1.8327429e+03,2.2047847e+03,10,17,17,113 +20452230,1.36935e+04,71,8,2,0,0,0,0,0,0,0,0,1,0,1,0,1,5.971857e+03,0e+00,1.0781157e+03,11,18,26,31 +16358064,1.95426e+04,53,3,3,0,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +16360020,5.895e+02,57,5,3,1,0,0,0,0,0,0,0,1,0,0,1,1,6.226812e+02,2.2516188e+02,0e+00,16,109,14,10 +16352232,3.994e+03,73,3,3,1,0,0,0,0,0,0,0,0,0,1,1,1,2.7874195e+01,3.000053e+02,9.060577e+01,66,61,10,6 +19083442,6.20298e+04,34,4,4,0,0,1,0,0,0,0,0,1,0,0,1,1,1.228536e+03,7.2292126e+02,0e+00,0,4,16,112 +28632702,1.994e+03,26,5,3,1,0,0,0,0,0,0,0,0,1,1,1,1,2.7078008e+03,1.3080587e+03,6.1708264e+02,25,24,23,18 +31346677,1.005445e+05,33,3,2,1,0,0,1,0,0,0,0,1,0,1,0,0,0e+00,0e+00,3.6947e+03,3,3,3,3 +29987738,5.59372e+04,51,11,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +23164846,4.9757e+03,45,1,1,1,0,1,0,0,0,0,0,0,0,0,1,0,0e+00,1.4481e+02,0e+00,18,10,19,10 +27253220,3.9298e+04,66,7,0,0,0,0,0,1,0,0,0,1,0,1,0,1,7.9269634e+03,0e+00,8.848047e+03,52,14,14,17 +29989212,1.84382e+04,49,9,0,1,0,0,0,0,0,0,0,1,0,0,0,1,3.060618e+03,0e+00,0e+00,0,0,0,1 +20442135,3.777e+04,61,8,3,1,0,0,0,0,0,0,0,0,1,1,1,1,3.4358817e+02,1.2315552e+04,2.1873416e+02,32,32,32,21 +31348540,1.88623e+04,18,3,0,0,0,0,1,0,0,0,1,0,0,1,1,1,2.0188165e+02,1.5379316e+03,1.3333057e+02,47,14,18,114 +17717037,2.86013e+04,40,7,2,1,0,0,0,0,0,0,1,0,0,0,1,1,3.2506091e+03,6.119808e+02,0e+00,23,15,20,115 +16358592,2.7806e+03,21,6,3,1,0,0,0,1,0,0,1,0,0,1,1,1,6.177002e+02,2.6432185e+03,8.471604e+01,33,20,9,120 +14992780,9.0211e+03,20,5,2,0,0,0,1,0,0,0,1,0,0,1,1,1,7.602573e+02,3.0056355e+03,4.0650113e+02,47,14,18,114 +14987951,2.45982e+04,65,5,2,0,0,0,1,0,0,0,0,1,0,0,0,1,1.0260404e+04,0e+00,0e+00,22,22,3,1 +29993414,1.85537e+05,48,8,4,1,0,1,0,0,0,0,0,0,0,1,1,0,0e+00,1.4306767e+04,2.0505232e+04,9,10,74,46 +21800672,1.1414e+05,36,9,3,1,0,0,0,1,0,0,0,1,0,1,1,1,9.560007e+02,5.129217e+03,1.0058518e+03,30,12,27,23 +29988024,1.49798e+04,65,5,0,1,1,0,0,0,0,0,1,0,0,1,1,0,0e+00,4.182945e+02,8.59449e+02,9,13,40,65 +19088874,0e+00,15,7,1,0,0,0,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,3.60692e+02,0,0,3,15 +17720911,2.7131e+04,44,11,7,1,0,1,0,0,0,0,0,1,0,1,1,1,3.518046e+02,1.0788522e+03,3.1191477e+03,29,18,19,117 +23170337,3.9086e+03,23,4,0,1,0,0,0,0,0,0,1,0,0,0,1,1,1.2828928e+03,2.470849e+03,0e+00,19,13,13,109 +19083246,4.27e+04,58,8,3,1,0,0,0,0,1,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +17721990,7.722e+03,24,6,3,1,0,0,0,0,0,0,0,1,0,0,1,0,0e+00,1.7213916e+04,0e+00,0,39,54,6 +24542154,2.29104e+04,37,2,2,0,0,0,0,0,0,0,1,0,0,0,1,0,0e+00,3.3297e+02,0e+00,0,4,1,11 +20450640,3.58245e+04,80,7,2,0,0,0,0,0,0,0,0,1,0,1,0,0,0e+00,0e+00,7.79076e+03,12,5,12,7 +23176508,1.05044e+04,41,7,1,1,0,1,0,0,0,0,0,0,0,0,1,0,0e+00,1.1238057e+04,0e+00,13,7,14,10 +20438490,1.91772e+05,59,6,3,0,0,1,0,0,0,0,0,1,0,0,1,1,4.3256807e+03,3.140256e+04,0e+00,7,8,18,115 +24530490,8.3268e+03,80,8,2,1,0,0,0,1,0,0,0,0,1,1,1,1,1.9554155e+02,2.0002104e+02,9.787565e+01,29,20,23,121 +27254000,1.239e+04,75,7,0,1,0,1,0,0,0,0,0,0,0,1,1,1,1.4676383e+03,1.9572684e+04,7.5257623e+02,20,19,14,17 +14988006,1.10275e+04,37,7,2,1,0,0,0,1,0,0,0,1,0,1,1,1,4.333052e+03,2.588348e+03,6.325688e+02,30,28,21,130 +21815760,5.16438e+04,48,11,1,1,0,0,0,0,0,0,1,0,0,1,0,1,9.147326e+03,0e+00,2.2611429e+02,21,6,3,5 +23173397,1.34332e+04,56,2,0,1,0,0,0,0,0,0,1,0,0,1,1,0,0e+00,1.452669e+03,4.3755237e+02,9,9,4,108 +31340260,6.89885e+04,31,1,0,0,0,0,0,0,1,0,0,1,0,0,1,0,0e+00,4.57761e+03,0e+00,0,0,0,99 +20446095,1.77315e+04,34,10,2,0,0,1,0,0,0,0,0,1,0,0,1,0,0e+00,8.213511e+03,0e+00,0,0,0,99 +20442930,0e+00,20,7,2,0,0,1,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +14992736,2.21969e+04,51,11,3,1,0,0,0,0,0,0,0,1,0,1,0,0,0e+00,0e+00,1.062231e+03,9,5,8,7 +29980038,0e+00,18,10,0,0,0,0,0,1,0,0,1,0,0,1,0,0,0e+00,0e+00,1.244562e+03,3,3,3,3 +28629888,3.8779e+03,32,2,3,0,0,0,0,0,0,0,0,0,1,1,1,1,7.2538605e+01,5.320785e+02,3.1405386e+02,40,27,14,12 +29981710,1.01772e+04,83,13,0,1,0,0,0,1,0,0,0,0,1,1,1,1,8.508967e+02,2.1513982e+02,4.6612955e+02,29,20,23,121 +17722484,4.61604e+04,52,9,3,1,0,0,0,0,1,0,0,1,0,1,1,1,2.8260176e+03,2.339412e+03,5.851329e+02,13,15,13,112 +31348931,0e+00,17,2,0,1,0,0,0,0,0,0,1,0,0,1,1,1,4.0242947e+02,3.198163e+02,5.2831577e+01,39,14,25,36 +16360908,1.9696e+03,72,12,3,1,0,0,0,1,0,0,0,1,0,0,0,1,1.50993e+03,0e+00,0e+00,7,11,14,8 +14992252,2.02257e+04,20,5,2,0,0,1,0,0,0,0,1,0,0,1,1,0,0e+00,2.268248e+03,1.1457278e+03,12,9,8,110 +29980566,2.93744e+04,53,13,0,1,0,0,0,0,0,1,1,0,0,0,1,1,1.231843e+04,5.4658264e+02,0e+00,40,16,36,19 +28626843,9.8427e+03,60,10,1,0,0,1,0,0,0,0,0,1,0,0,1,0,0e+00,6.42076e+03,0e+00,0,0,0,99 +19083974,2.6488e+04,52,2,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0e+00,1.910553e+03,5.7597974e+02,9,9,4,108 +16351944,9.668e+02,68,8,3,1,0,0,0,1,0,0,0,1,0,0,1,0,0e+00,3.473229e+03,0e+00,0,0,45,54 +29980852,2.250292e+05,61,11,2,1,0,0,1,0,0,0,0,0,1,1,1,1,1.328542e+03,2.5645346e+04,5.9275914e+04,27,117,30,27 +13630890,3.05e+04,58,8,3,1,0,0,0,0,1,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +17724785,7.6934e+03,25,11,3,0,0,1,0,0,0,0,0,1,0,1,0,0,0e+00,0e+00,5.75889e+03,6,8,8,9 +25889229,5.1178e+03,69,6,0,1,0,0,0,0,0,1,1,0,0,0,1,1,4.4270786e+03,8.832248e+03,0e+00,23,35,24,121 +29991500,8.74588e+04,62,12,2,0,0,1,0,0,0,0,0,1,0,0,1,0,0e+00,3.066505e+03,0e+00,0,0,0,99 +27256900,1.4757e+05,43,4,3,0,0,1,0,0,0,0,0,0,0,0,0,1,2.5611486e+04,0e+00,0e+00,7,12,9,9 +29991456,1.57388e+04,70,10,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +23175267,1.32039e+04,24,5,0,0,0,1,0,0,0,0,1,0,0,1,1,0,0e+00,2.8113735e+03,5.9588276e+03,5,37,55,42 +20438505,4.5996e+04,61,8,3,1,0,1,0,0,0,0,0,1,0,1,0,0,0e+00,0e+00,3.5180992e+04,11,16,14,16 +24541254,6.72552e+04,54,2,3,1,0,0,0,0,0,1,0,0,0,1,1,1,2.3717647e+02,3.8361772e+03,4.4336868e+02,28,3,14,91 +20446440,1.8108e+04,72,9,2,0,0,0,0,1,0,0,0,1,0,0,0,1,1.048545e+03,0e+00,0e+00,0,0,2,3 +29980808,5.71406e+04,62,12,1,0,0,1,0,0,0,0,0,1,0,0,1,0,0e+00,6.937728e+03,0e+00,0,29,39,31 +28632618,4.6252e+03,45,4,2,1,0,0,0,0,0,0,0,1,0,1,1,1,1.4126117e+02,1.5575612e+02,6.5012474e+01,13,17,22,118 +16351740,1.20107e+04,34,4,6,0,0,1,0,0,0,0,0,0,0,0,1,1,7.012082e+02,2.2883438e+03,0e+00,0,8,16,113 +16353864,2.8875e+03,22,4,3,0,0,0,1,0,0,0,1,0,0,1,1,1,3.442623e+02,5.121718e+03,3.8134003e+02,44,12,16,111 +19081566,1.051694e+05,59,9,1,1,0,0,1,0,0,0,0,0,0,1,0,1,9.679716e+03,0e+00,1.2489462e+04,25,25,21,26 +13632710,7.467e+03,42,2,1,1,0,0,0,0,1,0,1,0,0,1,1,1,2.2170332e+03,5.1311724e+03,6.74052e+02,28,18,13,117 +20448810,1.99755e+04,24,6,2,1,0,0,1,0,0,0,1,0,0,1,1,1,1.0274216e+03,2.8089062e+03,7.185091e+02,12,16,14,111 +23174485,0e+00,22,3,0,1,0,0,1,0,0,0,1,0,0,1,1,1,1.9269811e+03,1.655835e+03,1.486697e+03,13,14,10,30 +31350679,2.71883e+04,29,8,0,0,0,1,0,0,0,0,0,1,0,0,1,0,0e+00,3.03113e+03,0e+00,0,0,0,99 +13634030,3.7364e+04,53,3,2,1,0,0,0,0,0,1,0,0,0,1,1,1,1.0058823e+03,7.822105e+03,1.4467947e+03,28,3,14,91 +17717050,1.16493e+04,82,9,2,0,0,0,0,0,0,0,0,0,0,1,1,1,3.902346e+02,1.1620632e+04,1.3986395e+02,42,15,15,13 +13633660,6.2234e+04,31,1,4,1,0,0,0,1,0,0,0,1,0,1,0,0,0e+00,0e+00,3.4507195e+04,31,3,3,3 +21813024,2.9575e+04,26,8,2,0,0,0,0,0,1,0,0,1,0,0,1,1,3.0645815e+03,4.0830642e+03,0e+00,17,31,45,70 +27255920,3.7326e+04,39,11,3,0,0,0,0,0,0,0,0,1,0,1,1,0,0e+00,1.2503756e+03,8.0362065e+03,9,9,7,9 +21800384,0e+00,15,10,1,1,0,1,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,1.096765e+03,6,8,4,8 +25898634,0e+00,21,3,0,1,0,0,0,0,0,0,1,0,0,1,0,1,6.437991e+03,0e+00,1.9497782e+03,15,18,11,10 +27263380,2.6226e+04,19,6,0,1,0,0,1,0,0,0,1,0,0,1,1,1,1.9890054e+02,9.13445e+02,4.275496e+02,8,22,19,11 +19082588,0e+00,15,7,1,0,0,0,0,1,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +20443395,0e+00,20,9,2,0,0,0,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,5.764332e+03,10,6,3,3 +16357524,0e+00,19,4,3,1,0,0,0,0,0,0,1,0,0,1,0,1,8.7929425e+02,0e+00,1.8787985e+02,11,6,5,4 +16350840,4.318e+03,53,3,5,1,0,0,0,0,0,0,0,1,0,1,0,0,0e+00,0e+00,5.71596e+02,3,3,3,3 +28618317,4.5667e+03,31,1,4,1,0,1,0,0,0,0,0,0,0,1,0,1,1.3192457e+03,0e+00,9.6410416e+01,58,64,63,7 +20445195,6.6525e+03,70,7,2,1,0,0,0,1,0,0,0,1,0,0,1,1,3.5341863e+03,4.34833e+02,0e+00,19,18,127,26 +19081972,0e+00,18,3,1,1,0,0,0,0,0,0,1,0,0,0,1,0,0e+00,4.3625e+02,0e+00,18,18,16,5 +14988050,0e+00,17,2,2,0,0,0,0,1,0,0,1,0,0,1,0,0,0e+00,0e+00,3.603546e+03,6,6,11,3 +16353204,0e+00,20,5,3,1,0,0,1,0,0,0,1,0,0,1,1,1,1.6412961e+02,3.9833432e+02,4.012484e+02,23,23,21,104 +24536898,2.2608e+04,33,1,4,1,0,0,0,0,0,0,0,1,0,0,1,0,0e+00,2.81044e+03,0e+00,0,0,28,71 +13629210,1.9987e+04,46,6,3,1,0,0,0,0,0,0,0,0,1,0,1,1,1.0935493e+03,3.875316e+02,0e+00,23,19,22,26 +24524748,1.92618e+04,78,6,2,1,0,0,0,0,1,0,0,0,1,1,1,0,0e+00,3.84033e+03,2.5836e+02,15,13,10,12 +27264320,2.6482e+04,18,5,0,1,0,0,0,1,0,0,1,0,0,1,1,1,2.376364e+03,1.2450487e+04,3.7171912e+02,33,20,9,120 +28622916,4.9037e+03,52,2,3,1,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +19087474,2.20416e+04,51,1,3,1,0,0,0,1,0,0,0,1,0,0,1,0,0e+00,3.99239e+02,0e+00,0,0,51,48 +24528096,2.93742e+04,52,0,3,1,0,0,0,0,1,0,0,1,0,0,1,1,6.932964e+01,7.681869e+02,0e+00,80,4,0,0 +24530940,1.96794e+04,20,3,2,1,0,0,0,0,0,0,1,0,0,1,1,1,2.0032654e+02,4.8124155e+02,4.994359e+01,9,20,14,113 +17721041,9.38522e+04,28,5,2,0,0,0,0,0,1,0,1,0,0,0,1,0,0e+00,5.973267e+04,0e+00,90,3,3,3 +31344630,0e+00,17,2,0,1,0,0,0,0,0,0,1,0,0,1,1,1,9.098899e+02,1.6909305e+03,1.5835168e+02,29,39,41,45 +27258400,1.1562e+04,80,2,0,1,0,0,0,0,0,0,1,0,0,1,1,1,0e+00,2.146723e+04,2.1876333e+03,12,18,14,11 +16352916,2.5087e+03,63,3,3,1,0,0,0,0,0,0,0,0,0,1,1,1,2.0187845e+03,3.646259e+03,1.1542518e+03,67,5,100,9 +21813392,2.19271e+05,43,6,5,1,0,1,0,0,0,0,0,0,0,1,1,0,0e+00,1.9609262e+04,2.714716e+03,9,10,74,46 +29977992,2.255e+04,74,14,0,0,0,0,0,0,0,0,1,0,0,0,1,1,3.824864e+03,1.9530645e+03,0e+00,17,37,56,48 +19084506,2.70676e+04,43,3,3,1,0,0,1,0,0,0,0,0,0,0,1,0,0e+00,3.802748e+03,0e+00,0,35,22,42 +19078094,1.08878e+04,19,4,1,1,0,1,0,0,0,0,1,0,0,1,0,1,2.255e+03,0e+00,1.943838e+02,46,5,5,4 +21809312,9.48064e+04,32,5,1,0,0,0,0,0,1,0,1,0,0,0,1,1,8.601002e+02,1.2007557e+04,0e+00,35,25,40,25 +13634550,3.7471e+04,56,6,2,1,0,0,0,0,0,0,0,1,0,1,0,1,1.5373954e+04,0e+00,5.5609485e+02,29,3,3,3 +19087194,4.9714e+03,28,5,3,1,0,1,0,0,0,0,0,1,0,1,1,0,0e+00,3.1426667e+03,3.2829453e+02,8,15,47,60 +13630970,2.1663e+04,55,5,2,1,0,0,0,0,0,0,0,1,0,1,1,1,2.0987212e+03,3.117382e+02,3.94796e+01,17,16,68,69 +27251840,1.30048e+05,43,5,0,1,0,0,0,0,0,1,0,1,0,0,1,1,3.690437e+03,6.8641157e+03,0e+00,5,7,58,57 +28627074,5.0978e+03,56,6,2,1,0,0,0,0,0,0,0,0,1,1,0,1,1.7785967e+03,0e+00,2.80007e+02,0,2,7,21 +17721769,4.9413e+04,56,3,2,0,0,0,0,0,0,1,0,1,0,1,0,1,1.772947e+03,0e+00,5.7288385e+02,16,13,18,3 +25905398,2.73898e+04,63,7,0,0,0,0,0,0,1,0,0,1,0,0,1,0,0e+00,3.822588e+03,0e+00,0,0,10,89 +17723056,3.81355e+04,46,3,2,1,0,1,0,0,0,0,0,1,0,0,0,1,9.812e+03,0e+00,0e+00,60,5,0,0 +28615797,5.8687e+03,40,9,1,1,0,1,0,0,0,0,1,0,0,0,1,1,-2.5e-01,1.4890512e+02,0e+00,20,18,19,22 +25889210,4.685e+02,67,4,0,0,0,0,0,0,0,0,1,0,0,1,1,0,0e+00,1.3477245e+04,6.10235e+02,21,22,17,22 +29979708,3.18076e+04,54,14,0,1,0,0,0,0,0,0,0,1,0,0,0,1,4.354158e+03,0e+00,0e+00,17,19,12,12 +29984526,4.36106e+04,60,10,1,0,0,0,0,0,0,0,0,1,0,1,1,1,2.2984512e+03,1.284372e+03,5.8940216e+01,15,22,58,66 +31352404,7.48673e+04,47,7,5,0,0,1,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +13626400,3.726e+03,72,2,1,1,1,0,0,0,0,0,0,1,0,1,0,1,3.9916897e+03,0e+00,3.0571191e+03,20,30,26,24 +16357200,2.6458e+03,40,6,3,0,0,0,0,0,0,0,1,0,0,0,1,0,0e+00,3.147564e+03,0e+00,0,0,29,70 +14996894,1.38831e+04,68,8,2,1,0,0,0,1,0,0,0,0,0,1,1,1,4.7765166e+03,1.2040153e+03,1.2578815e+03,30,27,11,115 +13624890,5.5888e+04,36,6,3,1,0,0,0,0,0,0,0,0,1,1,1,1,6.448703e+02,1.3630872e+03,4.4082938e+02,5,44,51,56 +19076918,3.35622e+04,46,6,1,1,0,0,0,0,0,0,1,0,0,1,1,1,8.883333e+02,5.1067432e+02,8.8450676e+01,13,105,22,4 +28629804,3.107e+03,37,7,2,1,0,1,0,0,0,0,0,0,0,0,1,0,0e+00,6.31578e+03,0e+00,13,7,14,10 +28625793,2.6928e+03,67,7,1,1,0,0,0,0,0,0,1,0,0,1,1,1,2.5979364e+01,2.4635532e+03,4.1202335e+02,19,13,13,18 +16361808,2.1512e+03,55,5,3,1,0,0,0,0,0,0,1,0,0,0,1,1,5.3621606e+02,2.5902058e+03,0e+00,11,11,91,25 +24524784,1.27494e+04,79,7,2,1,0,1,0,0,0,0,0,1,0,0,1,0,0e+00,4.47336e+03,0e+00,7,27,39,26 +27269380,0e+00,17,4,0,1,0,0,0,0,0,0,1,0,0,1,1,0,0e+00,1.8555902e+03,5.4618228e+03,105,4,13,3 +17720326,2.36379e+04,29,6,5,1,0,1,0,0,0,0,0,1,0,0,0,1,2.23e+03,0e+00,0e+00,17,0,0,0 +31360040,1.84874e+04,22,1,0,1,0,0,0,0,0,0,1,0,0,0,1,0,0e+00,2.20696e+03,0e+00,0,0,6,93 +19078626,3.81612e+04,70,10,1,1,0,1,0,0,0,0,0,1,0,1,1,1,1.4947421e+03,3.1920865e+02,1.2925319e+02,24,23,19,128 +16349820,4.7649e+03,28,7,3,1,0,0,0,1,0,0,1,0,0,0,1,1,1.1153077e+03,2.0104816e+02,0e+00,90,50,18,13 +25906044,1.884e+03,38,5,2,1,0,0,0,0,0,1,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +24532902,8.50806e+04,56,4,3,0,0,0,0,1,0,0,0,0,0,1,1,1,2.1141135e+03,1.1928549e+03,5.629e+02,34,114,36,24 +16353612,2.6218e+03,27,6,5,0,0,0,0,0,0,0,0,0,0,0,1,1,1.12486e+02,3.8294055e+02,0e+00,86,7,7,11 +31360385,4.51697e+04,36,3,3,1,0,1,0,0,0,0,0,0,1,1,1,0,0e+00,2.1156594e+03,1.3882827e+03,56,50,17,12 +14997939,3.32915e+04,36,6,2,1,0,1,0,0,0,0,1,0,0,0,1,1,1.6565807e+03,5.5769014e+03,0e+00,18,110,10,10 +17720469,3.92119e+04,34,4,5,0,0,1,0,0,0,0,0,1,0,1,0,1,8.633022e+02,0e+00,4.187752e+03,19,4,3,3 +21800912,5.01332e+04,40,3,5,0,0,1,0,0,0,0,0,0,0,1,1,1,5.9130436e+01,4.890741e+03,5.0597662e+02,49,77,6,6 +28623840,8.1486e+03,42,2,3,0,0,0,0,1,0,0,0,1,0,1,0,1,7.690909e+02,0e+00,2.8149136e+02,16,16,9,3 +16355904,5.1521e+03,43,3,3,1,1,0,0,0,0,0,1,0,0,0,1,0,0e+00,3.38961e+02,0e+00,0,0,96,3 +29986308,3.38778e+04,65,5,0,0,0,0,0,1,0,0,0,1,0,1,0,0,0e+00,0e+00,1.778129e+03,3,3,3,3 +13627660,1.02286e+05,57,7,3,1,0,0,1,0,0,0,0,0,1,1,1,1,2.2422913e+03,2.0206818e+04,3.3524848e+04,27,117,30,27 +28627158,1.26218e+04,57,7,3,0,0,1,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +24528690,4.9743e+04,42,0,4,1,0,0,0,0,0,0,0,0,0,1,1,1,1.5240668e+02,1.9795964e+03,3.0474435e+02,38,22,74,50 +19079326,3.5252e+04,57,7,2,1,0,0,0,0,0,0,0,0,1,1,1,1,1.7815681e+02,7.8146978e+03,1.5444646e+02,32,32,32,21 +25894245,4.349e+02,39,6,0,1,0,0,0,0,1,0,0,1,0,1,1,0,0e+00,3.2213435e+03,2.9901144e+02,11,29,50,40 +31357533,8.1673e+03,27,4,2,1,0,1,0,0,0,0,0,1,0,1,1,0,0e+00,2.241634e+03,2.1821616e+02,8,15,47,60 +17717388,1.96807e+04,59,6,2,0,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +31358982,9.44587e+04,57,7,0,0,0,0,0,1,0,0,1,0,0,1,1,0,0e+00,4.7904087e+03,3.9123682e+02,0,0,40,73 +14994551,2.0812e+04,53,3,2,1,0,0,0,0,0,0,1,0,0,1,1,0,0e+00,2.3080076e+03,6.979578e+02,9,9,4,108 +24528906,0e+00,18,1,2,1,0,0,0,1,0,0,1,0,0,1,1,1,1.9155225e+02,4.9948456e+02,4.359582e+01,39,37,48,10 +29977134,2.66332e+04,24,9,0,0,0,0,0,0,1,0,1,0,0,0,1,1,1.6294572e+03,4.461291e+03,0e+00,12,11,13,110 +31337316,9.25796e+04,40,0,5,1,0,0,0,0,1,0,0,0,1,0,1,1,5.010077e+02,4.40582e+03,0e+00,21,64,42,3 +29991698,1.6137e+04,33,12,1,0,0,1,0,0,0,0,0,1,0,0,0,1,3.46071e+03,0e+00,0e+00,17,15,10,13 +27255340,0e+00,17,4,0,1,0,0,1,0,0,0,1,0,0,1,1,1,5.549144e+02,1.7341859e+03,1.4762522e+03,23,23,21,104 +13631780,3.122e+04,35,5,1,0,0,0,0,0,0,0,1,0,0,0,1,0,0e+00,9.4765e+02,0e+00,0,0,0,99 +28618443,3.3953e+03,50,10,1,0,0,0,0,0,1,0,1,0,0,1,1,0,0e+00,9.1813574e+02,1.8032e+02,5,7,6,104 +20448255,2.3586e+04,46,3,2,1,0,1,0,0,0,0,1,0,0,0,1,1,2.8014004e+03,4.3303643e+03,0e+00,19,16,70,72 +29976892,5.38472e+04,51,11,0,1,0,0,0,0,0,0,1,0,0,0,1,1,1.2710811e+04,1.6331206e+03,0e+00,115,12,17,11 +21802992,1.93206e+04,37,10,2,1,0,0,0,0,0,0,0,1,0,1,1,1,1.1652875e+02,3.8145996e+02,5.15787e+02,23,21,16,108 +14993022,4.48745e+04,68,8,2,1,0,0,0,1,0,0,0,1,0,0,1,1,1.0145515e+04,2.4628647e+03,0e+00,39,43,30,142 +13632640,0e+00,17,2,1,1,0,0,0,0,0,0,1,0,0,1,1,1,1.8550723e+03,1.8497704e+02,9.688726e+02,35,32,32,134 +17714736,2.12147e+04,46,3,3,1,0,0,0,0,1,0,0,1,0,0,1,1,1.0225318e+02,2.0559915e+03,0e+00,80,4,0,0 +24538860,0e+00,18,1,2,0,0,0,0,0,1,0,1,0,0,1,1,0,0e+00,2.3485376e+02,3.3644275e+02,38,3,3,102 +31339478,5.62948e+04,46,6,0,1,0,0,0,0,0,0,1,0,0,0,1,1,1.8697786e+03,3.3817123e+02,0e+00,115,12,17,11 +13627260,1.4141e+04,19,4,1,0,0,0,0,0,0,0,1,0,0,0,1,1,2.3454673e+03,2.7879022e+02,0e+00,13,9,109,12 +19076750,4.2231e+04,38,8,4,0,0,0,0,0,0,0,0,1,0,0,1,1,4.7508525e+03,1.0481283e+03,0e+00,10,7,18,28 +14992395,1.52911e+04,78,8,2,1,0,0,0,1,0,0,0,1,0,1,1,1,7.61244e+02,1.3866594e+03,1.2483254e+03,10,16,67,66 +13627220,4.4196e+04,31,1,2,1,0,0,0,1,0,0,0,1,0,1,1,1,1.5849463e+03,1.0135252e+04,1.3678348e+02,46,73,14,13 +31343434,2.75586e+04,33,3,0,1,0,0,0,0,0,0,1,0,0,0,1,0,0e+00,3.08683e+03,0e+00,0,0,6,93 +17721704,3.5113e+03,66,3,2,1,0,0,1,0,0,0,0,1,0,1,1,0,0e+00,5.3131946e+02,9.6579425e+02,20,14,102,3 +16359528,6.2026e+03,46,6,3,1,0,1,0,0,0,0,0,1,0,1,0,1,4.064523e+03,0e+00,9.652181e+02,22,3,3,3 +25892060,5.158e+02,66,3,0,0,0,0,0,0,0,0,0,1,0,1,1,1,3.9723572e+03,4.170196e+03,4.699266e+01,50,55,17,13 +27266280,2.275e+04,26,7,1,0,0,0,0,0,1,0,0,1,0,0,1,1,7.5047285e+03,9.850553e+03,0e+00,17,31,45,70 +17715464,4.16845e+04,44,11,3,0,0,0,0,1,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +13625580,0e+00,16,8,1,0,0,1,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +24541380,5.13324e+04,33,1,4,0,1,0,0,0,0,0,0,0,1,1,1,1,1.6111112e+00,3.038967e+03,3.1344833e+02,19,18,16,18 +16358916,3.4816e+03,38,8,5,0,0,0,0,0,0,0,0,1,0,1,1,1,4.7026834e+02,2.9438674e+03,1.9574396e+02,10,23,20,118 +28620060,0e+00,16,8,1,1,0,1,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,4.31659e+03,10,11,10,9 +27264360,4.3292e+04,49,8,0,1,0,1,0,0,0,0,1,0,0,0,1,1,5.2883613e+03,1.2505864e+04,0e+00,14,20,117,24 +24535962,1.61946e+04,25,2,4,0,0,0,0,0,1,0,0,1,0,0,1,0,0e+00,2.43593e+03,0e+00,0,0,0,99 +14994408,4.6057e+03,21,6,2,1,0,0,0,0,0,0,1,0,0,1,1,1,2.6087323e+02,1.1106216e+04,2.5313208e+03,19,23,18,11 +19080054,0e+00,14,6,1,1,0,1,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +31358959,1.51248e+04,45,5,0,0,0,0,0,0,0,0,1,0,0,0,1,1,1.12217735e+02,3.1615303e+03,0e+00,35,18,13,31 +20451315,2.973e+03,33,9,2,0,0,1,0,0,0,0,1,0,0,1,1,1,3.723426e+03,6.1340474e+03,2.4893701e+02,26,24,61,79 +29992556,1.238512e+05,43,13,2,0,0,0,1,0,0,0,0,1,0,0,1,0,0e+00,9.753617e+03,0e+00,0,0,0,99 +13631820,1.01177e+05,51,1,1,1,0,1,0,0,0,0,0,1,0,1,0,1,1.53e+04,0e+00,3.1169788e+03,36,17,22,3 +17725058,0e+00,11,10,2,1,0,1,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,5.761512e+03,12,4,12,6 +23173890,0e+00,22,3,0,1,0,0,1,0,0,0,1,0,0,0,1,1,1.3817318e+03,2.4281782e+03,0e+00,17,48,51,38 +19081650,5.0862e+04,47,7,2,0,0,0,0,0,0,0,0,1,0,0,1,1,7.274063e+02,1.143974e+03,0e+00,7,9,8,101 +27269860,6.0136e+04,69,7,0,0,0,0,0,0,1,0,0,1,0,1,1,1,0e+00,4.728472e+04,9.924343e+02,0,31,36,51 +14992692,6.49517e+04,57,7,2,0,0,0,0,0,1,0,1,0,0,1,0,1,3.488112e+03,0e+00,2.1375366e+03,10,9,15,14 +27264280,1.669e+04,19,6,0,1,0,1,0,0,0,0,1,0,0,0,1,0,0e+00,3.024318e+04,0e+00,0,0,0,99 +23177715,9.9478e+03,34,9,2,1,1,0,0,0,0,0,0,0,1,1,1,1,1.1393127e+03,5.1177173e+03,4.8961533e+01,7,19,63,52 +13627580,1.1982e+04,34,4,1,1,0,0,0,0,0,0,1,0,0,0,1,0,0e+00,6.732109e+03,0e+00,0,0,6,93 +29994030,9.07742e+04,39,9,3,0,0,0,0,1,0,0,0,1,0,0,1,1,3.6027048e+03,1.1634898e+04,0e+00,14,9,0,99 +13630470,1.4891e+04,44,4,5,0,0,0,0,0,0,0,0,1,0,1,0,0,0e+00,0e+00,2.148678e+03,0,5,10,3 +28628313,8.2511e+03,59,9,2,1,0,0,1,0,0,0,0,0,0,1,1,1,1.1046857e+03,3.4821675e+03,3.9853638e+02,26,47,55,48 +13634680,3.6923e+04,54,3,2,1,0,0,0,0,0,0,0,0,1,1,0,1,9.851941e+03,0e+00,2.825118e+03,80,17,3,3 +23174638,5.925e+03,24,5,0,1,0,1,0,0,0,0,1,0,0,0,1,0,0e+00,4.681408e+03,0e+00,0,0,0,99 +17718896,3.18942e+04,36,3,2,1,1,0,0,0,0,0,1,0,0,0,1,0,0e+00,1.673649e+03,0e+00,0,0,96,3 +29992226,5.0589e+04,26,5,0,1,0,0,0,1,0,0,1,0,0,1,1,1,1.974762e+03,2.0383292e+02,2.6831232e+01,25,42,77,3 +17713020,6.46503e+04,58,5,2,1,0,0,1,0,0,0,0,1,0,0,1,0,0e+00,6.815427e+04,0e+00,0,91,5,3 +13629730,1.7242e+04,61,1,1,1,0,0,0,0,0,0,1,0,0,1,1,1,9.365642e+02,5.3613994e+03,2.29578e+03,16,23,57,77 +29991170,5.68194e+04,80,10,0,1,0,0,0,0,0,0,0,1,0,0,1,0,0e+00,1.2891522e+04,0e+00,0,0,0,99 +21814368,3.59086e+04,50,3,1,1,0,0,0,0,0,0,0,0,1,0,1,1,2.1216e+02,6.392102e+03,0e+00,68,33,13,11 +25903707,7.5681e+03,63,8,0,0,0,0,1,0,0,0,1,0,0,1,1,1,2.4261338e+03,1.1490173e+04,8.510343e+02,17,20,16,141 +24537510,0e+00,19,2,2,0,0,0,0,0,0,0,1,0,0,1,1,1,1.5145714e+02,5.879186e+02,1.8422328e+02,28,5,3,104 +31355026,1.141513e+05,54,4,1,1,0,0,0,0,0,0,0,1,0,1,1,0,0e+00,5.868075e+02,2.012075e+03,10,9,5,108 +23174043,1.37271e+04,47,3,2,1,0,0,1,0,0,0,0,0,0,0,1,0,0e+00,2.74154e+03,0e+00,0,35,22,42 +25889362,9.393e+03,52,9,2,1,0,0,0,0,0,0,0,1,0,0,1,1,1.2208733e+03,2.613919e+04,0e+00,3,3,4,77 +13627830,1.6168e+04,50,10,1,0,0,0,0,0,1,0,1,0,0,1,1,0,0e+00,3.7082625e+03,6.9268085e+02,5,7,6,104 +28613970,4.318e+03,51,1,3,1,0,0,0,0,0,0,0,1,0,1,0,0,0e+00,0e+00,3.2571e+02,3,3,3,3 +21810576,3.2656e+04,31,4,3,1,0,0,0,0,0,0,0,1,0,0,1,0,0e+00,8.290675e+03,0e+00,0,0,28,71 +31339915,3.90011e+04,34,4,0,1,0,0,0,0,0,0,0,1,0,1,1,1,4.408859e+02,2.4138425e+02,1.2347906e+02,30,30,41,26 +24535296,1.3491e+04,90,8,2,0,0,0,0,0,1,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +20451540,9.1575e+03,31,7,3,1,0,0,0,0,0,0,0,1,0,0,1,0,0e+00,2.16174e+03,0e+00,0,0,0,99 +28629741,6.9537e+03,56,6,1,0,0,0,0,0,0,0,0,1,0,1,1,1,8.3669507e+02,1.589702e+03,2.2865115e+02,23,19,24,117 +29990070,1.61766e+04,24,9,0,0,0,0,0,0,0,1,1,0,0,0,1,1,1.4e+03,9.207582e+03,0e+00,16,2,17,82 +14996267,1.02861e+04,48,8,2,1,1,0,0,0,0,0,1,0,0,0,1,1,5.732763e+02,5.6423145e+02,0e+00,6,15,9,113 +24529356,3.3813e+04,30,7,2,0,0,0,0,0,0,0,1,0,0,1,1,1,7.903986e+02,2.1754412e+03,3.2046e+02,17,19,17,18 +29994756,3.03842e+04,55,5,0,1,0,0,0,0,0,0,0,0,1,0,1,1,1.8928e+03,2.8590955e+03,0e+00,68,33,13,11 +25900895,0e+00,22,4,0,1,0,0,1,0,0,0,1,0,0,1,1,1,5.757784e+03,3.8145442e+03,1.6357362e+03,13,14,10,30 +24526206,5.51952e+04,58,6,3,1,0,1,0,0,0,0,0,1,0,1,0,0,0e+00,0e+00,8.57421e+03,11,16,14,16 +21801680,4.40882e+04,34,7,1,1,0,0,0,0,0,0,0,1,0,1,1,1,7.8260376e+02,5.4354016e+02,2.3366628e+02,30,30,41,26 +17715386,5.74548e+04,26,3,3,1,0,0,0,1,0,0,0,1,0,1,1,1,7.85429e+02,2.676934e+04,1.7687852e+02,46,73,14,13 +25890426,0e+00,18,7,0,1,0,0,0,0,1,0,1,0,0,1,0,0,0e+00,0e+00,5.460011e+03,6,8,4,3 +19080586,6.1201e+04,34,4,3,1,0,0,1,0,0,0,0,1,0,1,0,0,0e+00,0e+00,9.955359e+03,3,3,3,3 +29996142,5.08376e+04,74,14,0,1,0,0,0,0,0,0,0,1,0,0,1,1,7.274483e+03,8.1184106e+03,0e+00,20,22,63,73 +20450985,2.3865e+03,30,6,2,0,0,1,0,0,0,0,1,0,0,0,1,1,5.559793e+01,5.9225425e+03,0e+00,99,0,2,3 +13629860,4.165e+04,31,1,4,0,0,0,0,0,0,0,0,0,1,1,1,1,2.2541167e+03,1.4339495e+04,1.2331046e+03,47,17,10,7 +25892003,8.3049e+03,36,3,2,1,0,0,0,1,0,0,0,0,1,0,1,1,8.403214e+03,2.1885264e+03,0e+00,69,0,26,73 +13629290,8.3295e+04,59,9,2,0,0,0,0,0,1,0,0,0,0,1,1,1,4.05e+03,1.1941191e+03,1.8163451e+03,30,67,35,36 +13629050,1.1613e+04,40,6,3,1,0,1,0,0,0,0,0,1,0,1,1,1,7.776838e+02,3.6238928e+03,6.62912e+02,92,16,18,16 +17724993,3.00404e+04,65,12,2,1,0,0,0,0,0,0,0,1,0,0,1,1,5.859957e+03,1.218616e+04,0e+00,20,22,63,73 +29987870,5.64982e+04,61,11,2,0,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +29976848,2.8347e+04,66,6,0,1,0,0,1,0,0,0,0,1,0,1,1,1,1.945912e+03,1.5233609e+02,3.3407576e+03,37,11,105,6 +16357128,2.3612e+03,75,5,3,1,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +28616994,3.0362e+03,50,10,1,1,0,0,0,0,0,0,0,1,0,0,0,1,6.1258e+02,0e+00,0e+00,17,19,12,12 +31338121,4.05306e+04,44,1,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +28625814,4.1254e+03,40,7,3,0,0,1,0,0,0,0,0,1,0,0,1,0,0e+00,1.4308e+02,0e+00,1,7,12,2 +17725006,1.23435e+04,21,7,4,1,0,0,0,0,0,0,0,0,1,1,1,1,1.1156518e+04,5.5131885e+03,1.696628e+03,25,24,23,18 +13625780,0e+00,18,3,1,1,0,0,0,0,0,0,1,0,0,1,1,1,1.0342992e+03,3.3561956e+03,6.2325085e+02,23,40,51,61 +14991064,7.63752e+04,60,10,4,1,0,1,0,0,0,0,0,1,0,0,1,1,8.107666e+03,1.1182239e+03,0e+00,12,12,10,113 +19088454,3.23512e+04,70,10,1,1,0,0,0,0,0,0,0,1,0,0,1,1,3.909971e+03,5.2394194e+03,0e+00,20,22,63,73 +28628481,4.0937e+03,47,7,1,1,0,0,0,1,0,0,1,0,0,1,1,1,3.1236984e+02,3.056093e+03,1.8222739e+02,11,24,29,123 +31341640,1.90486e+04,73,3,0,1,0,1,0,0,0,0,0,1,0,0,1,1,2.0756557e+02,9.6120074e+02,0e+00,23,0,44,55 +31343112,8.3214e+03,89,9,0,1,0,0,0,0,0,0,0,1,0,1,1,1,3.8047583e+02,2.315016e+02,4.411655e+02,32,122,32,39 +14988248,0e+00,18,3,2,0,0,1,0,0,0,0,1,0,0,1,1,1,0e+00,7.0093887e+03,5.612963e+02,91,23,6,9 +16354836,6.2097e+03,52,6,3,1,0,0,0,0,1,0,1,0,0,1,0,1,2.808875e+03,0e+00,5.182785e+03,24,13,11,11 +21809072,5.90746e+04,53,5,3,1,0,0,1,0,0,0,0,1,0,1,1,0,0e+00,6.7637335e+02,1.2851471e+02,3,37,23,48 +19085318,8.01136e+04,36,6,3,0,0,0,0,0,1,0,0,1,0,1,1,1,1.0811713e+02,9.850883e+03,4.4424857e+02,29,24,29,30 +25901997,2.5211e+03,55,2,1,0,0,0,0,0,0,0,0,1,0,0,0,1,3.778714e+03,0e+00,0e+00,27,19,29,1 +20446905,0e+00,21,3,2,1,0,0,0,0,0,0,1,0,0,1,0,1,2.0401581e+03,0e+00,4.4419293e+02,11,6,5,4 +14988820,3.29945e+04,33,3,2,0,0,0,0,0,1,0,0,1,0,0,1,0,0e+00,9.234679e+03,0e+00,0,0,0,99 +27260200,8.848e+03,18,5,0,0,0,0,0,0,0,0,1,0,0,1,1,1,1.2814264e+03,7.3271978e+03,1.0449567e+03,15,16,53,81 +25903669,0e+00,20,9,0,1,0,0,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,1.620096e+03,0,0,1,3 +27249960,1.9698e+04,60,2,0,1,0,0,0,1,0,0,0,1,0,1,1,0,0e+00,2.3451775e+03,5.5779053e+03,23,12,20,14 +24529392,6.5124e+03,91,9,2,1,0,0,0,0,0,0,0,1,0,1,1,1,3.8560916e+02,2.381016e+02,4.444322e+02,32,122,32,39 +21803648,8.3369e+04,48,11,2,0,0,0,0,1,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +25895499,3.7975e+03,50,7,2,1,0,0,0,0,0,0,0,0,1,0,1,1,2.445942e+03,9.17838e+02,0e+00,23,19,22,26 +27249760,1.4166e+04,77,9,0,1,0,1,0,0,0,0,0,1,0,0,1,0,0e+00,3.0090268e+04,0e+00,7,27,39,26 +13625860,2.4476e+04,47,7,1,1,0,0,0,0,0,0,1,0,0,0,1,1,6.9588604e+03,9.5288715e+02,0e+00,115,12,17,11 +31353140,0e+00,15,7,0,0,0,0,1,0,0,0,1,0,0,1,0,0,0e+00,0e+00,1.27319e+03,20,14,3,3 +16350924,1.80716e+04,53,3,5,0,0,0,0,0,0,0,0,0,1,0,1,1,6.645209e+02,1.5569904e+03,0e+00,23,51,43,3 +25895898,3.2614e+03,43,8,2,0,0,0,0,0,1,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +25903137,1.09976e+04,44,11,0,1,0,0,0,0,0,0,1,0,0,0,1,1,1.0616137e+04,4.146556e+04,0e+00,22,28,36,51 +27251600,5.8726e+04,36,8,3,1,0,1,0,0,0,0,0,0,0,1,1,1,3.1725747e+03,1.7824036e+03,5.916248e+02,13,15,33,95 +13626920,0e+00,14,6,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +28626822,2.12472e+04,51,1,1,1,0,1,0,0,0,0,0,1,0,1,0,1,3.3866667e+03,0e+00,1.29006e+03,36,17,22,3 +27252780,0e+00,14,8,0,1,0,1,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +28620039,9.3643e+03,44,4,5,0,0,1,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +28614264,2.7058e+03,62,2,1,1,0,0,1,0,0,0,0,1,0,1,1,1,2.0955975e+02,6.9430756e+01,6.5602905e+02,37,11,105,6 +29986352,9.08974e+04,59,9,1,0,0,1,0,0,0,0,0,1,0,0,0,1,1.2478054e+04,0e+00,0e+00,17,17,20,15 +29978850,2.33376e+04,68,8,0,1,0,0,0,0,0,0,0,1,0,1,1,1,2.7006843e+03,9.77167e+03,6.0798956e+02,28,21,22,23 +31349851,1.89911e+04,29,8,0,1,0,0,0,0,0,0,0,1,0,1,1,1,8.216418e+01,2.1169006e+03,4.601362e+02,18,4,8,104 +19082504,3.40564e+04,61,1,1,1,0,0,0,0,0,0,0,1,0,0,1,1,1.6510067e+03,3.1841123e+03,0e+00,25,105,16,3 +28614180,6.1662e+03,37,7,4,1,0,1,0,0,0,0,0,0,0,1,1,1,4.4514462e+02,2.4507578e+02,8.241289e+01,13,15,33,95 +21803072,0e+00,13,8,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +29994514,9.3434e+03,60,10,1,1,0,0,0,0,0,0,0,1,0,1,1,1,1.9016555e+03,5.229442e+03,2.6675122e+02,24,16,15,114 +14995453,2.68048e+04,35,5,5,1,0,0,0,0,0,0,0,1,0,1,1,1,1.0305415e+03,1.1451853e+04,2.4442007e+03,9,20,21,110 +13626110,2.4115e+04,49,9,2,1,0,0,0,0,1,0,0,1,0,0,1,1,5.0782466e+03,1.00662346e+02,0e+00,12,5,13,16 +29991852,4.59558e+04,28,7,0,1,0,1,0,0,0,0,0,0,1,0,1,1,3.077447e+03,2.0596765e+03,0e+00,118,12,13,7 +31355762,6.79328e+04,43,3,0,1,0,1,0,0,0,0,0,1,0,1,0,1,1.9973904e+03,0e+00,6.216968e+02,22,3,3,3 +23166325,4.89424e+04,57,3,1,0,0,0,0,0,0,0,0,0,1,1,1,1,1.5265801e+03,2.4565042e+03,9.128435e+03,25,17,14,106 +17717180,0e+00,11,10,2,1,0,1,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,1.8323566e+04,10,11,10,9 +25892554,1.94343e+04,61,8,2,1,0,0,1,0,0,0,0,0,1,1,1,1,5.275344e+03,3.162859e+04,3.3008156e+04,27,117,30,27 +27268100,5.3166e+04,23,4,2,1,0,1,0,0,0,0,0,1,0,0,1,0,0e+00,4.088982e+03,0e+00,0,20,57,22 +14990151,8.2874e+03,63,3,2,1,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +20449965,4.6581e+04,60,7,4,0,0,0,0,0,0,0,0,1,0,1,1,1,7.5296055e+03,1.5283075e+04,1.1366804e+03,21,19,50,80 +24539958,5.58972e+04,57,5,4,0,0,0,0,0,0,0,0,1,0,1,1,1,2.3423928e+03,4.2279756e+03,3.2170523e+02,21,19,50,80 +24542730,3.57534e+04,50,8,2,1,0,0,0,0,0,0,1,0,0,1,0,1,3.4679006e+03,0e+00,1.4714056e+02,21,6,3,5 +28628376,1.90243e+04,51,1,1,0,0,1,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +28619850,1.8818e+03,87,7,1,0,0,0,0,0,0,0,0,0,0,1,1,1,6.4969055e+01,2.3505347e+03,3.0875294e+01,42,15,15,13 +14991108,4.3934e+03,89,9,2,0,0,0,0,1,0,0,0,1,0,0,0,1,5.250265e+03,0e+00,0e+00,7,5,7,11 +21800416,1.140672e+05,41,4,1,1,0,1,0,0,0,0,0,1,0,1,1,1,1.3904485e+03,6.677544e+03,5.113568e+02,42,74,9,10 +14997136,2.62713e+04,77,7,2,0,0,0,0,0,0,0,0,1,0,1,0,0,0e+00,0e+00,7.246408e+03,12,5,12,7 +25893732,7.589e+02,92,9,0,0,0,0,0,1,0,0,0,1,0,0,0,1,3.929575e+03,0e+00,0e+00,7,5,7,11 +20446470,3.28635e+04,56,3,3,0,0,0,0,0,0,0,0,1,0,0,1,0,0e+00,7.85166e+03,0e+00,0,0,93,6 +14989249,0e+00,16,8,2,0,0,0,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,2.642373e+03,27,12,12,3 +14990492,1.37016e+04,33,3,4,0,0,0,1,0,0,0,0,1,0,0,1,0,0e+00,7.947291e+03,0e+00,0,0,0,99 +23169351,2.09947e+04,54,4,0,1,0,0,0,0,1,0,1,0,0,1,0,1,3.4839834e+03,0e+00,6.531403e+03,24,13,11,11 +17717973,2.59831e+04,41,8,4,1,0,0,0,0,0,0,0,0,1,0,1,1,3.278022e+03,1.2441804e+03,0e+00,23,19,22,26 +17724564,1.07913e+04,78,5,2,0,0,0,0,0,0,0,1,0,0,0,1,0,0e+00,7.598027e+03,0e+00,0,0,0,99 +13627210,7.777e+03,19,4,1,1,0,1,0,0,0,0,1,0,0,1,0,1,2.475e+03,0e+00,2.4071265e+02,46,5,5,4 +24531516,0e+00,17,5,2,0,0,1,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +19084380,0e+00,18,3,1,1,0,0,1,0,0,0,1,0,0,0,1,1,1.847431e+03,3.331534e+03,0e+00,17,48,51,38 +23168501,1.88186e+04,55,1,1,1,0,0,0,0,0,0,0,1,0,1,1,1,5.772836e+02,6.4744956e+03,5.9608905e+02,67,64,8,6 +14995607,6.29464e+04,37,7,4,0,0,0,0,0,1,0,0,1,0,1,1,1,1.4673038e+02,1.3289557e+04,5.4904895e+02,29,24,29,30 +24542856,2.560932e+05,56,4,2,0,0,0,0,0,1,0,0,0,1,1,1,1,2.1064956e+03,1.01766174e+03,3.5694116e+02,22,37,38,56 +27260440,5.2728e+04,41,3,2,0,0,0,0,0,0,0,0,1,0,1,1,1,2.3928281e+03,2.598157e+03,3.8280472e+02,16,17,15,13 +27254860,2.3892e+04,60,2,0,1,0,0,0,0,0,0,0,0,0,1,1,1,6.8254146e+03,1.6240553e+04,4.7337056e+03,67,5,100,9 +13628360,5.92e+03,67,7,1,1,0,0,0,0,0,0,0,0,1,1,1,1,1.02083575e+03,2.4250076e+02,1.2145376e+03,11,20,26,128 +27268960,5.4478e+04,57,9,0,0,0,1,0,0,0,0,1,0,0,1,1,1,2.3065193e+03,2.8527713e+04,4.0783962e+03,23,21,13,124 +27267820,3.1488e+04,50,2,2,1,0,0,0,1,0,0,0,1,0,0,1,0,0e+00,1.732929e+03,0e+00,0,0,51,48 +24530778,1.40868e+04,20,3,2,0,0,0,1,0,0,0,1,0,0,0,1,1,1.2645033e+02,3.3241157e+03,0e+00,17,18,16,9 +13625290,4.3829e+04,44,4,1,1,0,0,0,0,0,0,1,0,0,1,1,1,1.1689087e+03,3.737037e+03,6.850813e+02,14,17,12,116 +19084422,3.87086e+04,59,9,2,0,0,1,0,0,0,0,0,1,0,1,1,1,1.556079e+03,4.7195526e+02,3.8681528e+02,17,111,13,19 +13629490,0e+00,17,2,1,0,0,1,0,0,0,0,1,0,0,1,1,1,4.2693643e+03,2.8015674e+03,4.0642816e+02,26,46,47,63 +27263460,5.5298e+04,58,10,1,0,0,1,0,0,0,0,0,1,0,1,1,1,3.0817466e+03,1.2037974e+03,1.2479111e+03,17,111,13,19 +25903194,1.44191e+04,45,2,0,0,0,1,0,0,0,0,0,0,1,1,1,1,0e+00,1.0425779e+04,8.993027e+02,25,30,3,4 +29979136,5.25712e+04,39,9,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +31356820,0e+00,13,5,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +25889780,5.699e+03,36,3,0,0,0,0,0,0,1,0,0,1,0,0,1,0,0e+00,1.9804488e+04,0e+00,0,0,0,99 +13633740,6.132e+03,22,1,1,0,0,0,0,0,0,1,1,0,0,1,1,1,0e+00,3.3598483e+02,8.9731085e+02,14,17,13,6 +14997708,9.1311e+03,84,4,2,0,0,0,0,0,0,0,1,0,0,0,1,0,0e+00,3.522918e+03,0e+00,0,0,0,99 +23175284,0e+00,21,2,0,1,0,1,0,0,0,0,1,0,0,1,1,1,8.7166656e+02,2.3851938e+02,6.3980896e+01,12,16,57,58 +28617120,3.9493e+03,20,5,1,0,0,0,1,0,0,0,1,0,0,1,1,1,2.2740332e+02,6.951332e+02,4.711138e+02,146,21,7,7 +17719468,3.16238e+04,56,3,2,1,0,0,0,0,0,0,0,1,0,0,1,1,8.979866e+02,1.344399e+04,0e+00,25,105,16,3 +19075322,0e+00,14,6,1,1,0,1,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,8.89352e+02,6,10,7,3 +21813920,1.742e+04,23,5,1,0,0,0,0,1,0,0,1,0,0,1,0,1,1.2924862e+03,0e+00,1.44165e+02,15,14,13,10 +14993924,3.82701e+04,54,4,4,1,0,0,0,0,0,0,0,1,0,0,1,1,1.1589565e+03,1.5370212e+04,0e+00,15,94,3,3 +27250400,1.16754e+05,49,4,4,1,0,1,0,0,0,0,0,0,0,0,1,1,3.4438757e+03,4.3733833e+03,0e+00,7,11,11,115 +24540120,0e+00,15,5,2,0,0,1,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +21814400,1.280708e+05,49,12,1,1,0,0,0,1,0,0,0,1,0,1,1,1,4.4195015e+03,1.1651322e+03,4.2905927e+02,35,32,36,133 +16354464,3.5908e+03,50,10,5,1,0,1,0,0,0,0,0,0,1,0,0,1,2.450892e+03,0e+00,0e+00,16,14,19,19 +24529680,7.86438e+04,70,8,2,0,0,1,0,0,0,0,0,1,0,0,1,0,0e+00,6.14323e+03,0e+00,11,17,14,15 +21808416,1.28531e+05,44,7,5,0,0,0,0,0,0,0,0,1,0,0,1,1,2.6677876e+03,3.1824036e+03,0e+00,17,16,14,114 +23165050,1.26408e+04,26,1,1,0,0,0,0,1,0,0,0,1,0,1,0,1,1.0755172e+03,0e+00,4.1746277e+02,38,8,9,3 +20443365,0e+00,20,9,2,1,0,0,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,1.0964781e+04,4,5,8,5 +28621005,2.4387e+03,40,6,3,1,0,1,0,0,0,0,0,1,0,1,1,1,2.2999295e+02,1.8836562e+03,1.9295218e+02,92,16,18,16 +27253180,0e+00,14,8,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,6.217091e+03,27,12,12,3 +28631295,2.9423e+03,30,9,3,1,1,0,0,0,0,0,0,0,1,1,1,1,8.0484467e+02,2.8478157e+03,2.130383e+01,7,19,63,52 +14988622,3.46456e+04,27,6,3,1,0,1,0,0,0,0,0,0,1,1,1,1,5.4890547e+03,1.8767411e+03,3.16308e+03,32,29,33,111 +28618485,9.1522e+03,43,3,6,1,0,0,0,0,0,0,0,1,0,1,0,0,0e+00,0e+00,6.676e+02,7,6,3,6 +29985780,0e+00,21,6,0,1,0,0,0,0,1,0,1,0,0,1,1,1,4.8122896e+03,3.8886096e+03,2.1624043e+03,37,31,27,129 +21812288,9.23208e+04,56,9,2,1,0,0,0,0,1,0,0,1,0,1,1,1,1.3959294e+03,1.1074418e+03,2.9668277e+02,13,15,13,112 +25897190,8.406e+02,23,5,0,0,0,0,0,0,0,0,1,0,0,1,1,1,5.710456e+02,3.3329065e+03,5.0118173e+02,15,16,53,81 +29974978,8.1796e+04,70,10,0,0,0,0,0,1,0,0,0,1,0,0,0,1,1.844093e+04,0e+00,0e+00,11,6,7,14 +23165679,5.276e+03,42,8,1,1,0,0,0,0,0,0,0,1,0,1,1,1,3.51257e+02,4.4858667e+02,7.198522e+02,23,21,16,108 +29983580,0e+00,19,11,0,1,0,0,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,1.068756e+03,0,0,0,0 +23166478,2.34371e+04,60,6,0,1,0,0,0,0,0,0,0,1,0,1,1,0,0e+00,4.8653528e+02,1.1538246e+03,0,1,3,7 +14990008,3.52715e+04,50,10,3,0,0,0,0,1,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +20439300,4.49925e+04,36,3,2,0,0,0,0,0,1,0,0,1,0,0,1,0,0e+00,1.2670143e+04,0e+00,0,0,0,99 +20443980,2.75805e+04,23,5,2,0,0,1,0,0,0,0,1,0,0,1,1,0,0e+00,2.5587e+03,1.3472771e+03,12,9,8,110 +19086830,7.65982e+04,56,6,2,1,1,0,0,0,0,0,0,1,0,0,1,1,4.512245e+03,6.911121e+03,0e+00,11,10,47,76 +28626612,1.95426e+04,51,1,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +21806944,2.87924e+04,52,5,2,1,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +13633820,1.3497e+04,62,2,1,1,0,0,0,0,0,0,0,1,0,1,1,1,1.0188679e+03,7.5150845e+03,2.1587411e+02,16,12,114,17 +19083960,2.89576e+04,45,5,1,0,0,1,0,0,0,0,1,0,0,1,1,1,1.1930629e+03,1.7162505e+02,8.42684e+02,29,21,30,38 +21808704,4.1327e+04,46,9,2,1,0,0,0,0,0,0,0,1,0,0,0,1,1.00901e+03,0e+00,0e+00,16,14,8,9 +31360017,7.52744e+04,53,3,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +27261180,4.9488e+04,30,2,0,1,0,1,0,0,0,0,1,0,0,0,1,1,1.9813954e+03,1.850183e+04,0e+00,7,33,52,37 +29985296,3.7642e+04,73,13,0,1,0,0,0,0,1,0,1,0,0,1,1,0,0e+00,1.6542301e+03,1.11244e+03,10,5,9,100 +24533838,3.89826e+04,51,9,2,1,0,0,0,0,1,0,1,0,0,1,1,1,7.1974677e+02,1.9631647e+02,8.2198074e+01,26,25,73,63 +28621257,9.5474e+03,58,8,1,1,0,0,0,0,0,0,0,1,0,0,1,1,1.41024e+03,3.7471896e+02,0e+00,26,0,24,75 +24538122,1.38618e+04,27,4,3,0,0,0,0,0,0,0,0,1,0,1,0,1,1.5507449e+03,0e+00,3.7056723e+02,36,17,16,18 +14997279,1.9954e+03,20,5,2,1,0,0,0,0,0,0,1,0,0,1,1,0,0e+00,4.639249e+03,6.086405e+02,10,8,11,107 +14995321,4.89192e+04,49,8,2,1,0,1,0,0,0,0,1,0,0,0,0,1,3.831018e+03,0e+00,0e+00,8,10,9,7 +29976034,6.69086e+04,42,8,0,0,0,0,0,1,0,0,0,1,0,0,0,1,8.667932e+03,0e+00,0e+00,26,22,17,0 +25896601,2.4062e+03,60,7,1,1,0,0,1,0,0,0,0,0,0,0,1,0,0e+00,2.049317e+03,0e+00,0,0,0,99 +25901522,1.0997e+03,40,7,2,1,0,0,0,0,1,0,0,1,0,1,0,0,0e+00,0e+00,1.449204e+03,3,3,3,3 +20441460,3.89595e+04,62,9,3,0,0,1,0,0,0,0,0,1,0,0,1,0,0e+00,4.467624e+03,0e+00,0,29,39,31 +17712448,0e+00,9,5,2,0,0,0,0,0,1,0,1,0,0,1,0,0,0e+00,0e+00,2.068638e+03,3,3,3,3 +29982722,1.135376e+05,44,9,0,0,0,0,0,0,1,0,1,0,0,0,1,0,0e+00,1.3553239e+04,0e+00,0,29,33,37 +14988578,5.43807e+04,49,9,4,1,0,0,0,0,0,0,0,1,0,0,1,1,5.262119e+02,1.1077904e+04,0e+00,3,3,4,77 +23175488,0e+00,21,2,0,1,0,0,0,0,0,0,1,0,0,1,1,1,1.2791625e+03,1.1031574e+02,5.595938e+02,35,32,32,134 +16359936,3.8779e+03,34,4,5,0,0,0,0,0,0,0,0,0,1,1,1,1,1.5820203e+02,1.0358516e+03,6.4821515e+02,40,27,14,12 +28629783,1.21552e+04,40,10,1,1,0,0,0,0,0,0,1,0,0,0,1,1,2.5221487e+03,9.443624e+03,0e+00,22,28,36,51 +20448930,7.44465e+04,59,6,3,1,0,0,0,0,0,0,0,1,0,1,1,0,0e+00,1.8200093e+03,8.980838e+03,10,9,5,108 +27250160,1.9604e+04,66,8,0,1,0,0,0,0,0,0,0,0,1,1,1,1,5.249767e+03,8.495041e+03,3.9940503e+02,30,32,26,131 +24539634,3.53502e+04,27,4,3,1,0,0,0,0,1,0,0,1,0,0,1,1,2.0221371e+02,2.3672975e+02,0e+00,20,36,21,47 +27252200,1.9204e+04,79,11,0,0,0,0,0,0,0,0,0,1,0,0,0,1,8.847412e+03,0e+00,0e+00,10,13,11,15 +29989784,2.04732e+05,55,5,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +20452215,1.1463e+04,71,8,2,1,0,0,0,0,0,0,0,1,0,1,1,0,0e+00,5.094045e+02,2.1540757e+03,9,9,8,106 +16351728,7.079e+02,22,7,3,1,0,0,0,1,0,0,1,0,0,1,1,1,3.7819632e+02,6.14844e+02,7.55927e+01,24,8,19,18 +16361112,7.8091e+03,39,9,3,0,0,0,0,0,0,0,1,0,0,0,1,1,2.048184e+03,6.684663e+03,0e+00,48,10,8,14 +25893713,1.1833e+03,89,6,0,1,0,0,0,1,0,0,0,1,0,1,1,0,0e+00,7.4673486e+03,1.2407482e+03,12,18,13,111 +14995893,1.45959e+04,52,2,3,0,0,0,0,0,0,0,0,1,0,0,0,1,5.972806e+03,0e+00,0e+00,27,19,29,1 +29994800,1.083676e+05,54,14,0,1,0,0,0,1,0,0,0,1,0,1,1,1,8.372254e+03,7.1047373e+03,4.2138437e+02,35,32,36,133 +13626430,6.356e+03,19,4,1,1,0,0,0,1,0,0,1,0,0,1,1,1,1.3163071e+03,9.561324e+03,4.4464163e+02,13,23,25,34 +28631085,4.859e+02,89,9,1,1,0,0,0,0,0,0,0,1,0,1,0,1,4.485487e+02,0e+00,9.906342e+02,26,22,14,7 +20441805,0e+00,19,8,2,0,0,0,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +17715243,1.68922e+04,22,8,3,1,0,1,0,0,0,0,0,0,0,1,1,0,0e+00,1.00509674e+03,3.1085144e+02,4,108,5,9 +13632760,1.6422e+04,33,3,4,0,0,0,0,0,0,0,0,1,0,1,0,0,0e+00,0e+00,1.0711694e+04,26,10,5,3 +29990026,1.03114e+05,64,14,0,0,0,1,0,0,0,0,0,1,0,0,1,0,0e+00,9.322596e+03,0e+00,0,0,0,99 +28619934,0e+00,16,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +16356096,7.3746e+03,60,10,4,1,0,0,0,0,0,0,0,1,0,1,1,1,5.707492e+02,3.900631e+03,2.9277273e+03,22,42,29,32 +17716179,2.10184e+04,45,12,2,0,0,0,0,0,1,0,1,0,0,1,1,0,0e+00,2.8224788e+03,6.125452e+02,5,7,6,104 +13632270,1.4959e+04,22,1,1,0,0,0,0,1,0,0,1,0,0,0,1,1,7.0578e+02,1.4547687e+04,0e+00,100,15,14,6 +27265340,1.68368e+05,37,9,0,0,0,0,0,0,1,0,1,0,0,1,1,1,2.5567432e+03,6.7893843e+03,2.5819539e+03,31,21,11,110 +25899299,0e+00,19,8,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,9.24724e+02,3,3,3,3 +31338788,1.290024e+05,46,6,0,0,0,0,0,0,0,0,1,0,0,1,0,1,1.0204294e+03,0e+00,3.6432343e+02,6,10,20,28 +21802096,8.94244e+04,54,7,1,1,0,0,0,0,1,0,0,1,0,1,1,1,1.0167491e+03,7.985121e+03,1.7691463e+02,31,34,38,45 +21808688,5.4184e+04,42,5,2,0,0,0,0,0,0,0,0,1,0,1,1,1,8.1458514e+02,7.1013105e+03,5.409208e+02,19,24,31,127 +24535836,3.27294e+04,35,3,5,1,0,1,0,0,0,0,0,1,0,0,0,1,1.116e+03,0e+00,0e+00,17,0,0,0 +23178599,1.21069e+04,46,2,0,1,0,0,0,1,0,0,1,0,0,1,1,1,3.5392908e+02,2.5640916e+03,4.2138974e+02,28,7,20,86 +14991405,2.5179e+03,36,6,2,1,0,0,0,0,1,0,0,1,0,1,1,0,0e+00,4.288705e+03,2.6415457e+02,11,29,50,40 +19078304,2.85012e+04,43,3,1,1,0,0,0,0,0,0,1,0,0,1,1,1,8.9590314e+02,6.3911006e+03,1.477752e+03,25,22,28,22 +28621320,1.214e+03,81,1,1,1,0,0,0,0,0,0,1,0,0,1,1,1,-3.5714287e-01,3.0669673e+03,3.0816644e+02,12,18,14,11 +17720118,0e+00,12,4,2,1,0,0,0,0,0,0,1,0,0,1,0,1,8.57885e+03,0e+00,1.6375697e+03,15,18,11,10 +14989909,2.62273e+04,61,11,3,1,0,0,1,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +17718558,1.43533e+04,79,6,2,1,0,0,0,0,1,0,0,1,0,1,1,1,8.600578e+03,6.9775034e+03,1.668158e+02,25,29,29,118 +27250120,1.52174e+05,52,4,1,0,0,1,0,0,0,0,0,1,0,0,0,1,2.9937363e+04,0e+00,0e+00,18,10,2,0 +23171374,1.87184e+04,46,2,2,0,0,0,0,0,0,0,0,1,0,1,1,1,1.0553461e+03,9.845744e+02,1.16254425e+02,16,17,15,13 +27256980,4.4002e+04,44,6,0,1,0,0,0,0,0,0,1,0,0,0,1,1,4.6866514e+03,7.026665e+02,0e+00,23,15,20,115 +28617036,7.7198e+03,56,6,2,0,0,0,0,1,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +21810816,7.2072e+03,22,4,2,1,0,0,0,0,0,0,0,0,0,1,0,0,0e+00,0e+00,6.91469e+02,6,4,8,8 +16358832,4.8733e+03,67,7,3,0,0,1,0,0,0,0,0,0,1,1,1,1,4.378185e+03,1.3867754e+03,5.216639e+02,45,39,46,133 +17716699,5.63953e+04,44,11,2,0,0,0,0,0,0,0,1,0,0,1,1,1,2.615939e+03,1.38278e+03,9.9850397e+02,13,15,24,26 +20444520,2.5665e+04,73,10,2,1,0,0,0,0,1,0,1,0,0,1,1,0,0e+00,1.2556945e+03,9.575867e+02,10,5,9,100 +19080012,8.43388e+04,42,2,5,1,0,1,0,0,0,0,0,1,0,1,1,1,1.0855876e+03,1.5609424e+03,8.3182306e+02,27,96,66,33 +14991878,1.36939e+04,34,3,4,0,0,0,1,0,0,0,0,1,0,0,1,0,0e+00,1.752258e+03,0e+00,90,3,3,3 +19079648,7.92358e+04,32,2,3,1,0,0,0,0,0,0,0,1,0,0,1,1,7.895703e+03,1.0634998e+03,0e+00,119,3,3,3 +20438955,1.8159e+04,24,6,2,0,0,0,0,0,1,0,1,0,0,0,1,1,1.5430596e+03,6.0794883e+03,0e+00,12,11,13,110 +13630800,0e+00,14,6,1,1,0,0,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,3.722359e+03,4,6,8,3 +13627160,3.6761e+04,56,6,2,0,0,0,0,1,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +25889191,5.8281e+03,69,6,0,1,0,0,0,0,0,0,0,1,0,1,0,0,0e+00,0e+00,3.568918e+03,9,7,9,7 +19080250,1.21534e+04,69,9,1,1,0,0,0,0,0,0,0,1,0,1,1,1,3.904686e+03,3.145242e+03,2.690233e+02,15,17,26,100 +19074832,9.9162e+03,78,8,1,1,0,1,0,0,0,0,0,1,0,0,1,0,0e+00,6.430838e+03,0e+00,7,27,39,26 +25897589,9.983e+03,40,7,3,0,0,1,0,0,0,0,0,0,0,0,1,0,0e+00,8.841504e+03,0e+00,0,0,0,99 +19080656,2.64474e+04,70,10,1,0,0,0,0,0,0,0,0,0,1,1,1,1,1.4522853e+03,1.4285986e+03,8.349056e+01,44,39,34,42 +21805808,0e+00,14,9,1,0,0,1,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +14994837,4.36733e+04,40,10,2,1,0,0,0,0,0,0,1,0,0,1,1,0,0e+00,8.196865e+03,2.0841028e+03,6,20,57,47 +31345297,9.96245e+04,33,3,3,0,0,0,0,0,0,0,0,0,1,1,1,1,2.973037e+03,3.6745051e+03,1.5619457e+03,31,42,38,132 +14991636,1.66529e+04,65,5,2,0,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +24532614,0e+00,17,7,2,0,0,0,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +25902624,1.3874e+03,24,6,0,1,0,0,0,0,0,0,1,0,0,1,1,1,2.342347e+03,4.8968613e+03,2.4546194e+03,32,31,31,134 +27267500,2.2008e+04,72,4,0,1,0,0,0,0,0,0,0,1,0,0,1,0,0e+00,3.171513e+03,0e+00,0,0,0,99 +17722640,9.8423e+03,19,5,3,1,0,0,0,0,0,0,0,0,0,1,1,1,1.4450175e+03,1.1025934e+03,8.012153e+02,32,24,28,121 +20437500,8.5062e+04,45,2,2,0,0,0,0,0,1,0,1,0,0,1,1,0,0e+00,5.9277114e+03,1.042878e+03,21,3,3,3 +28614054,5.6202e+03,32,2,3,1,0,0,0,1,0,0,0,1,0,0,0,1,1.28e+03,0e+00,0e+00,31,35,8,0 +13632300,5.94e+03,29,4,2,1,0,0,0,0,0,0,0,1,0,0,1,0,0e+00,7.459558e+03,0e+00,0,39,54,6 +21815712,2.37354e+04,66,9,1,0,0,0,0,0,0,0,0,1,0,1,0,1,5.80583e+03,0e+00,3.392611e+02,11,18,26,31 +16351164,2.5423e+03,22,7,3,0,0,0,0,0,1,0,1,0,0,0,1,1,6.62051e+02,2.6548953e+03,0e+00,12,11,13,110 +19077156,0e+00,14,6,1,1,0,0,0,0,1,0,1,0,0,1,0,0,0e+00,0e+00,3.650428e+03,6,8,4,3 +20441580,1.8684e+04,36,3,4,0,0,0,1,0,0,0,0,1,0,0,1,0,0e+00,1.1259423e+04,0e+00,0,0,0,99 +27259220,1.101e+04,18,5,0,1,0,0,0,0,0,0,1,0,0,0,1,1,3.7015679e+03,1.3163879e+04,0e+00,19,13,13,109 +31357832,1.256881e+05,48,8,0,0,0,0,0,0,1,0,1,0,0,1,1,1,2.7729312e+03,4.219605e+03,5.429725e+02,16,17,30,113 +21807600,9.4458e+04,46,9,2,0,0,0,0,0,0,0,0,1,0,0,1,1,5.6281366e+02,8.29362e+02,0e+00,7,9,8,101 +31347436,4.22901e+04,18,3,0,0,0,1,0,0,0,0,1,0,0,1,1,0,0e+00,7.0252966e+02,3.9406042e+02,12,9,8,110 +28618632,6.632e+02,81,1,1,0,0,0,0,1,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +21807552,1.535222e+05,55,8,1,0,0,0,0,0,1,0,1,0,0,1,0,1,3.213382e+03,0e+00,1.1160615e+03,10,9,15,14 +21807440,7.38452e+04,74,7,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +31354221,3.44057e+04,21,0,0,0,0,0,0,1,0,0,1,0,0,0,1,1,1.8377333e+02,4.376636e+03,0e+00,100,15,14,6 +29989498,2.42638e+04,51,9,0,0,0,0,0,0,0,0,1,0,0,0,1,1,7.854055e+01,6.586638e+02,0e+00,21,13,21,18 +16359696,5.7026e+03,25,4,4,0,0,0,0,1,0,0,0,1,0,1,1,1,2.1040083e+03,3.4948523e+03,1.259687e+03,9,10,13,37 +24528078,4.10094e+04,27,4,2,1,0,0,0,0,0,0,1,0,0,1,0,1,4.5109677e+02,0e+00,2.2194145e+02,40,12,7,3 +19081272,4.04096e+04,60,10,2,0,0,1,0,0,0,0,0,0,0,0,1,1,1.7017782e+03,5.061571e+03,0e+00,11,9,39,87 +17722991,3.4892e+03,22,5,2,1,0,0,1,0,0,0,1,0,0,1,1,1,6.9340117e+03,8.0481387e+03,3.739473e+02,21,24,50,121 +23177137,1.84657e+04,39,5,2,1,0,0,0,0,0,0,0,0,0,1,1,1,6.3033014e+02,2.3559e+03,7.164268e+01,11,10,16,120 +13631700,0e+00,18,3,1,1,0,0,1,0,0,0,1,0,0,0,1,1,2.1635815e+03,4.2960244e+03,0e+00,17,48,51,38 +21810080,4.22188e+04,33,6,3,0,0,0,0,0,0,0,0,0,0,1,1,1,1.2265244e+03,4.3327612e+02,7.017292e+01,25,32,30,120 +13627820,2.9579e+04,44,4,1,0,0,1,0,0,0,0,1,0,0,1,1,1,1.6016992e+03,3.0092252e+02,1.8554556e+02,24,22,62,61 +20447025,2.7525e+04,43,7,4,1,0,1,0,0,0,0,0,1,0,1,0,1,8.385531e+03,0e+00,5.828883e+02,10,9,10,7 +31354612,4.65014e+04,34,4,2,1,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +14995981,8.2137e+03,43,3,2,1,0,0,0,0,1,0,1,0,0,1,1,1,2.3350283e+03,5.328315e+03,7.249725e+02,28,18,13,117 +19078220,1.81832e+04,38,8,4,1,0,0,0,0,0,0,0,0,0,0,1,1,2.860465e+03,3.011296e+02,0e+00,18,12,0,99 +14995409,1.98396e+04,38,8,4,1,0,0,0,1,0,0,0,1,0,0,1,1,2.1133691e+03,4.985582e+03,0e+00,18,14,17,115 +19085556,1.86438e+04,20,5,1,1,0,0,1,0,0,0,1,0,0,1,1,1,5.483879e+02,2.1088577e+03,5.070463e+02,12,16,14,111 +19083722,7.89376e+04,36,3,3,0,0,0,1,0,0,0,0,0,0,0,1,1,3.4085208e+03,1.0210337e+04,0e+00,8,9,50,64 +31343480,1.004893e+05,68,8,0,0,0,1,0,0,0,0,0,1,0,0,1,0,0e+00,6.12823e+03,0e+00,11,17,14,15 +20450070,0e+00,18,7,2,1,0,1,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,4.236084e+03,6,5,8,7 +29994998,2.06338e+04,74,14,0,1,0,0,0,1,0,0,0,1,0,0,0,1,2.535116e+03,0e+00,0e+00,7,11,14,8 +13629820,0e+00,16,8,1,1,0,0,1,0,0,0,1,0,0,1,0,0,0e+00,0e+00,1.9030227e+04,10,10,10,10 +14992923,2.27722e+04,32,2,3,1,0,0,0,0,0,0,0,0,1,1,1,0,0e+00,1.5195629e+04,6.699988e+02,15,45,67,10 +24536394,2.30814e+04,68,6,2,1,0,0,0,0,0,0,1,0,0,1,1,1,2.8138096e+01,2.5520613e+03,4.5735666e+02,19,13,13,18 +14991493,0e+00,16,8,2,0,0,1,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +23168586,4.27718e+04,46,2,4,1,0,1,0,0,0,0,0,1,0,1,1,1,8.2791376e+02,1.1683824e+03,6.158944e+02,27,96,66,33 +13631650,1.5301e+04,70,8,1,0,0,0,0,0,0,0,0,1,0,1,1,1,8.486096e+02,2.498893e+03,9.188348e+01,18,17,31,120 +21807968,0e+00,17,5,1,1,0,0,0,0,0,0,1,0,0,0,1,0,0e+00,9.50598e+02,0e+00,18,18,16,5 +19075896,2.00998e+04,78,8,1,1,0,0,1,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +24537060,0e+00,19,2,2,1,0,0,1,0,0,0,1,0,0,0,1,1,7.383071e+02,2.0458993e+03,0e+00,17,48,51,38 +14989480,9.1102e+03,75,5,2,1,0,1,0,0,0,0,0,1,0,0,1,1,9.237705e+02,3.7354883e+03,0e+00,23,0,44,55 +19076946,0e+00,15,7,1,1,0,1,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +13633120,2.9335e+04,51,1,1,1,0,1,0,0,0,0,0,1,0,0,0,1,1.98e+04,0e+00,0e+00,60,5,0,0 +24535512,6.26238e+04,54,2,4,1,0,0,0,0,0,0,0,1,0,0,1,1,2.5266087e+02,5.5944814e+03,0e+00,15,94,3,3 +13626440,3.371e+03,20,5,1,1,0,0,0,1,0,0,1,0,0,1,1,1,7.646161e+02,1.2079738e+03,1.4674817e+02,24,8,19,18 +24532164,2.24082e+04,34,1,4,0,0,0,1,0,0,0,0,1,0,0,1,0,0e+00,6.9212e+02,0e+00,90,3,3,3 +31339110,4.72926e+04,50,0,2,1,0,0,0,0,0,0,0,1,0,1,0,0,0e+00,0e+00,4.4671e+02,3,3,3,3 +31348494,7.6038e+04,41,1,0,0,0,1,0,0,0,0,1,0,0,1,1,1,2.2485762e+03,2.9247559e+03,5.8656574e+01,44,39,35,133 +25896126,8.2302e+03,35,2,3,1,0,1,0,0,0,0,0,1,0,0,1,1,1.1695298e+03,1.7795668e+04,0e+00,112,18,10,3 +21802704,0e+00,13,8,1,1,0,1,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,2.253086e+03,8,9,8,8 +21804496,8.06338e+04,31,4,1,0,0,0,0,0,0,0,1,0,0,1,1,0,0e+00,1.2825822e+03,1.1288545e+03,60,47,3,3 +14989920,2.06866e+04,21,6,2,0,0,0,1,0,0,0,1,0,0,1,1,1,1.1370166e+03,1.6971827e+03,1.8965637e+03,146,21,7,7 +25892592,0e+00,21,3,0,0,0,0,1,0,0,0,1,0,0,0,1,0,0e+00,1.8839887e+04,0e+00,6,6,6,6 +23174655,4.09833e+04,62,8,1,0,0,0,0,1,0,0,0,0,0,1,1,1,6.7694585e+03,6.243394e+03,2.6231301e+03,36,16,22,18 +21800176,6.5442e+03,83,6,1,0,0,0,0,1,0,0,1,0,0,1,1,1,2.4107217e+02,3.256747e+02,3.501532e+02,29,23,27,109 +13625120,1.5432e+04,63,3,1,1,0,1,0,0,0,0,1,0,0,1,1,1,1.7339335e+03,7.7295654e+03,7.0752563e+02,7,30,47,59 +17715308,4.77893e+04,51,8,3,0,0,0,0,1,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +21804816,3.2461e+04,24,6,3,0,0,0,0,0,0,0,0,0,0,0,1,1,2.5488487e+02,1.0052991e+03,0e+00,86,7,7,11 +23176933,5.4081e+03,48,4,2,0,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +23178752,0e+00,22,3,0,1,0,0,0,0,0,0,1,0,0,0,1,0,0e+00,3.391636e+03,0e+00,26,11,14,10 +16354416,3.1242e+03,36,6,6,1,0,0,1,0,0,0,0,1,0,0,1,1,1.0090741e+03,1.0473676e+03,0e+00,14,18,63,56 +23162177,1.4807e+04,41,7,2,1,0,0,0,1,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +28622622,0e+00,16,8,1,1,0,0,1,0,0,0,1,0,0,1,0,0,0e+00,0e+00,5.46144e+03,10,10,10,10 +27257020,1.03216e+05,39,6,0,0,0,0,0,0,1,0,1,0,0,0,1,0,0e+00,5.3228836e+04,0e+00,0,29,33,37 +29975506,0e+00,18,10,0,1,0,1,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,1.447589e+03,6,10,7,3 +20446335,4.575e+04,62,9,4,1,0,0,0,0,1,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +21812816,1.039766e+05,40,3,1,1,1,0,0,0,0,0,1,0,0,1,1,0,0e+00,1.32864795e+04,3.3600974e+02,10,105,11,6 +20442360,1.04148e+05,63,10,4,1,0,1,0,0,0,0,0,1,0,0,1,1,1.0937548e+04,1.5841111e+03,0e+00,12,12,10,113 +19086452,1.08514e+04,42,2,3,1,0,0,0,0,1,0,0,0,0,0,1,0,0e+00,5.10171e+02,0e+00,0,24,58,17 +13631080,2.7814e+04,25,4,3,1,0,0,0,0,1,0,0,1,0,1,1,1,2.6323916e+03,1.2164655e+02,6.317074e+02,19,19,13,20 +24530976,1.018746e+05,33,1,4,1,0,0,0,0,0,0,0,1,0,0,1,1,1.9520625e+03,7.761523e+02,0e+00,119,3,3,3 +25899413,0e+00,21,3,0,1,0,0,0,0,0,0,1,0,0,1,0,1,2.51112e+03,0e+00,4.3125046e+02,11,6,5,4 +28623966,1.9545e+03,42,2,1,1,0,1,0,0,0,0,1,0,0,1,1,0,0e+00,3.8012866e+03,1.3051324e+02,4,6,49,61 +16361400,1.0204e+03,32,11,4,1,0,1,0,0,0,0,0,0,0,1,1,0,0e+00,5.586971e+02,4.9336072e+02,6,99,9,12 +20444985,4.41045e+04,41,8,4,0,0,1,0,0,0,0,0,0,0,0,1,1,4.759717e+03,5.9844233e+03,0e+00,20,24,52,87 +23169776,1.46906e+04,49,5,0,0,0,0,0,1,0,0,1,0,0,0,1,1,1.25853e+03,9.2318886e+01,0e+00,19,19,26,115 +23163622,9.07721e+04,59,5,1,0,0,1,0,0,0,0,0,1,0,0,1,1,1.616414e+03,1.1674153e+04,0e+00,7,8,18,115 +16358544,1.9005e+03,68,8,3,1,0,0,0,0,0,1,0,1,0,0,1,1,2.5076924e+03,1.9455833e+02,0e+00,12,8,9,111 +24535062,4.45392e+04,32,0,2,1,0,1,0,0,0,0,1,0,0,0,1,1,3.060465e+02,2.7699048e+03,0e+00,7,33,52,37 +31358223,2.29977e+04,44,4,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +20447685,2.9001e+04,47,4,4,1,0,0,1,0,0,0,0,0,0,0,1,0,0e+00,7.230849e+03,0e+00,0,35,22,42 +21812608,1.067664e+05,55,8,2,1,0,1,0,0,0,0,0,1,0,1,1,1,2.1167732e+03,1.890623e+03,6.129104e+02,29,18,71,60 +31342790,2.98724e+04,37,7,3,1,0,0,0,0,0,0,0,0,0,0,1,1,7.211628e+02,2.6446814e+02,0e+00,18,12,0,99 +25888754,2.42911e+04,59,6,1,0,0,1,0,0,0,0,0,1,0,0,1,1,7.173711e+03,5.2199977e+04,0e+00,7,8,18,115 +21814656,3.83994e+04,31,4,4,1,0,1,0,0,0,0,0,1,0,0,1,0,0e+00,6.80524e+02,0e+00,98,0,0,0 +24538248,4.17708e+04,66,4,2,0,0,1,0,0,0,0,0,0,1,1,1,1,3.2051187e+03,1.1844052e+03,2.9672342e+02,45,39,46,133 +29996868,5.90656e+04,72,6,0,1,0,0,0,0,1,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +16361640,3.8619e+03,41,11,5,1,0,0,0,0,0,0,0,1,0,0,1,1,3.4285715e+03,5.820503e+03,0e+00,27,16,39,65 +25900952,5.132e+02,75,2,0,1,0,0,1,0,0,0,0,1,0,1,1,0,0e+00,4.534784e+02,1.1705295e+03,20,14,102,3 +31355992,3.3994e+04,88,8,0,1,0,1,0,0,0,0,0,0,0,0,1,0,0e+00,4.2132e+02,0e+00,0,0,0,99 +17712799,0e+00,9,8,2,1,0,1,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,1.883538e+03,6,10,7,3 +16350792,2.68481e+04,57,7,4,0,0,1,0,0,0,0,0,1,0,0,1,1,1.9214211e+03,1.3952446e+04,0e+00,7,8,18,115 +13633040,1.478e+04,89,9,1,1,0,1,0,0,0,0,0,0,0,0,1,0,0e+00,7.40974e+02,0e+00,0,0,0,99 +25892079,1.4315e+03,66,3,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +21811104,6.3115e+04,55,8,2,1,0,0,0,0,0,0,0,0,1,1,0,1,5.462358e+03,0e+00,4.8889532e+02,0,2,7,21 +14990393,2.33178e+04,52,2,3,1,0,1,0,0,0,0,0,1,0,0,1,1,2.1381818e+02,4.2451492e+02,0e+00,48,53,6,3 +29974934,0e+00,19,11,0,0,0,0,0,0,1,0,1,0,0,1,0,0,0e+00,0e+00,7.29071e+02,9,11,10,7 +19078710,3.8766e+03,19,4,1,1,0,1,0,0,0,0,1,0,0,1,1,1,1.9518541e+03,3.5674087e+03,7.439681e+02,26,13,14,142 +20440110,0e+00,21,3,2,0,0,0,0,0,1,0,1,0,0,1,1,0,0e+00,7.807035e+03,5.405927e+01,0,0,103,12 +16350672,1.17785e+04,49,9,3,0,0,0,0,0,0,0,1,0,0,1,0,1,1.1567903e+03,0e+00,5.314712e+02,6,10,20,28 +20445765,0e+00,19,8,2,0,0,0,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +28621383,0e+00,16,8,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +31344515,1.06398e+04,78,8,0,1,0,0,0,1,0,0,0,0,1,1,1,1,1.9134467e+02,1.9232674e+02,9.476684e+01,29,20,23,121 +17712591,0e+00,13,5,2,1,0,1,0,0,0,0,1,0,0,0,1,0,0e+00,4.482925e+03,0e+00,0,0,44,55 +28625541,0e+00,15,7,1,0,0,0,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,2.2368e+02,3,3,3,3 +23172275,8.9176e+03,51,7,1,0,0,0,0,1,0,0,0,1,0,0,0,1,1.294239e+03,0e+00,0e+00,14,16,14,11 +31339156,0e+00,17,2,0,0,0,0,0,0,0,0,1,0,0,1,1,1,1.9620692e+02,2.0354752e+02,1.3507195e+02,17,23,14,115 +31345527,5.06023e+04,44,4,0,1,0,0,0,0,0,0,1,0,0,0,1,1,7.160334e+02,1.595674e+02,0e+00,23,15,20,115 +24532362,1.774188e+05,45,3,3,1,0,0,1,0,0,0,0,0,1,1,0,1,2.085155e+03,0e+00,1.19883e+03,6,6,6,6 +19079690,1.27386e+04,29,8,1,0,0,0,0,0,0,0,1,0,0,1,1,1,1.3081042e+02,3.674955e+02,3.0796436e+03,19,8,11,6 +17721483,3.39456e+04,32,9,2,0,0,0,0,0,0,0,0,1,0,0,1,0,0e+00,2.565245e+03,0e+00,18,11,17,27 +23172003,1.75682e+04,35,1,0,1,0,1,0,0,0,0,1,0,0,0,1,1,8.695349e+02,2.734803e+03,0e+00,7,33,52,37 +21807360,1.498692e+05,59,12,2,0,0,0,0,0,0,0,0,1,0,1,0,1,1.4832464e+04,0e+00,1.1565838e+04,19,13,20,21 +20449425,6.5865e+03,71,8,2,1,1,0,0,0,0,0,0,0,0,1,1,1,2.2252273e+03,5.227765e+02,3.2127567e+02,33,19,17,42 +13627490,1.7412e+04,34,3,3,1,0,0,0,0,0,0,0,0,1,1,1,1,4.6834395e+03,5.5533193e+03,8.808e+01,11,13,21,117 +13629660,1.1041e+04,84,4,1,1,0,0,0,0,1,0,0,1,0,1,1,1,4.991323e+03,2.2920017e+03,1.10710945e+02,25,29,29,118 +16349904,8.4529e+03,43,3,8,1,0,0,0,0,1,0,0,0,1,0,1,1,1.00153845e+03,5.594141e+03,0e+00,21,64,42,3 +28619808,0e+00,16,8,1,1,0,1,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,1.008959e+04,5,7,9,3 +29993568,2.88728e+04,71,11,0,1,1,0,0,0,0,0,0,1,0,1,1,1,3.2324734e+03,4.3406143e+02,3.1866687e+02,31,19,18,115 +28629678,1.6277e+03,42,2,3,1,0,0,0,0,1,0,0,0,0,0,1,0,0e+00,1.7182e+02,0e+00,0,24,58,17 +27255860,5.824e+04,36,8,2,0,0,1,0,0,0,0,0,0,1,1,1,1,1.3464617e+03,1.8094613e+04,1.6426462e+03,16,33,44,58 +19085682,1.85766e+04,51,1,2,0,0,0,0,0,0,0,0,1,0,0,0,1,4.997654e+03,0e+00,0e+00,27,19,29,1 +17717687,5.68295e+04,29,6,4,1,0,0,1,0,0,0,0,1,0,1,0,0,0e+00,0e+00,1.486358e+04,3,3,3,3 +29989696,2.070706e+05,56,6,2,0,0,0,1,0,0,0,0,1,0,1,1,0,0e+00,1.1416409e+04,4.5496777e+03,7,7,48,62 +29981908,0e+00,21,6,0,0,0,0,1,0,0,0,1,0,0,0,1,1,1.4652543e+03,5.3065728e+03,0e+00,8,11,11,88 +28618464,1.16924e+04,44,4,6,0,0,0,0,0,0,0,0,1,0,0,1,1,1.6814999e+03,5.8214937e+03,0e+00,15,22,60,48 +23175896,2.91554e+04,60,6,1,1,0,1,0,0,0,0,0,1,0,1,1,1,2.1698428e+03,2.7692737e+03,3.183343e+02,29,18,71,60 +13634090,9.379e+03,70,10,1,1,0,0,0,1,0,0,0,1,0,0,0,1,2.579216e+03,0e+00,0e+00,7,11,14,8 +20440200,1.2423e+04,78,5,2,1,0,1,0,0,0,0,0,1,0,0,1,1,9.614754e+02,4.0258958e+03,0e+00,23,0,44,55 +28629384,3.1038e+03,89,9,1,1,0,1,0,0,0,0,0,0,0,0,1,0,0e+00,3.0032e+02,0e+00,0,0,0,99 +13628960,4.4758e+04,54,3,2,1,0,0,0,1,0,0,0,1,0,0,1,0,0e+00,1.3573683e+04,0e+00,0,0,15,84 +14998137,3.24731e+04,50,6,2,1,0,0,0,1,0,0,1,0,0,0,1,1,4.114225e+03,4.68268e+03,0e+00,18,23,21,111 +21802976,4.94494e+04,70,3,1,1,0,0,0,0,0,0,0,0,0,1,1,1,1.5930769e+01,7.4790137e+02,1.1182797e+02,66,61,10,6 +25898121,4.7014e+03,35,2,0,1,0,1,0,0,0,0,1,0,0,0,1,1,8.651163e+02,1.2037741e+04,0e+00,7,33,52,37 +25902092,6.7465e+03,61,8,1,1,0,0,0,0,1,0,0,1,0,1,1,1,2.5640342e+03,2.7560928e+03,4.7617862e+02,13,15,13,112 +25899223,7.3598e+03,53,9,5,0,0,0,0,0,0,0,0,0,0,1,1,1,4.2379844e+03,1.00653503e+03,2.2587791e+02,29,40,23,27 +19087110,5.77654e+04,35,5,4,0,0,0,0,1,0,0,0,1,0,0,1,1,1.6231968e+03,9.336283e+03,0e+00,14,9,0,99 +27253060,6.3282e+04,47,9,2,1,0,0,0,0,1,0,0,1,0,0,1,1,2.0613977e+03,8.519282e+03,0e+00,30,2,0,99 +31339846,7.24408e+04,25,4,1,1,0,1,0,0,0,0,0,0,1,1,1,1,2.089214e+03,5.585966e+02,8.212e+02,32,29,33,111 +16358508,6.8752e+03,62,12,3,1,0,0,0,0,0,0,1,0,0,1,1,1,9.867403e+02,4.4733484e+02,8.354908e+02,7,37,49,70 +25889894,3.0387e+03,35,2,3,1,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +28612626,1.59783e+04,53,3,2,0,0,1,0,0,0,0,0,1,0,0,0,1,4.19653e+03,0e+00,0e+00,18,10,2,0 +20440455,8.772e+03,88,5,2,1,0,0,0,0,0,0,1,0,0,1,1,1,0e+00,5.98117e+03,8.081791e+02,66,32,11,11 +21801632,8.18896e+04,25,7,2,1,0,1,0,0,0,0,0,0,1,1,1,1,5.277354e+03,9.544469e+02,1.338274e+03,32,29,33,111 +23168756,1.05627e+04,38,4,3,1,0,0,1,0,0,0,0,1,0,0,1,1,1.3123389e+03,1.4243241e+03,0e+00,14,18,63,56 +14991592,1.88089e+04,49,9,4,1,0,1,0,0,0,0,0,0,1,0,0,1,5.455579e+03,0e+00,0e+00,16,14,19,19 +23164880,2.6455e+03,76,2,0,1,1,0,0,0,0,0,0,1,0,1,0,1,2.4704927e+03,0e+00,2.0506755e+03,20,30,26,24 +23167736,2.22848e+04,47,3,0,1,0,1,0,0,0,0,1,0,0,0,1,1,5.779196e+02,8.346719e+03,0e+00,13,0,0,99 +21813472,8.502e+04,53,6,2,1,0,0,0,0,1,0,0,0,0,1,1,1,1.2380759e+03,3.1316144e+02,2.0908786e+02,33,27,43,128 +19085598,4.4674e+04,45,5,1,0,0,0,0,1,0,0,1,0,0,1,0,1,5.252172e+03,0e+00,2.3343809e+03,34,35,30,20 +28632534,1.7052e+03,66,6,1,1,0,0,0,1,0,0,0,0,0,1,1,1,1.602298e+03,1.3245442e+03,1.2633761e+02,33,27,57,92 +14995123,3.40879e+04,47,7,2,1,0,0,0,1,0,0,1,0,0,1,1,1,3.2457666e+03,1.29998955e+04,7.2296606e+02,38,21,38,23 +19077408,2.28466e+04,51,1,2,1,0,0,0,0,1,0,0,1,0,0,1,1,1.8799916e+02,2.3870122e+03,0e+00,80,4,0,0 +29990466,1.817464e+05,61,11,1,0,0,0,1,0,0,0,0,1,0,1,1,0,0e+00,7.2763296e+03,9.278998e+03,24,9,16,90 +28620018,1.26508e+04,42,2,5,1,0,1,0,0,0,0,0,1,0,1,1,1,2.573e+02,6.003458e+02,3.8454956e+02,27,96,66,33 +19084618,6.53968e+04,48,8,4,1,0,1,0,0,0,0,0,0,1,1,1,1,2.4527476e+03,4.2846216e+02,1.5654042e+02,11,25,44,61 +19076834,4.81516e+04,55,5,1,1,0,0,0,0,1,0,0,1,0,1,1,1,1.1789629e+03,3.6009963e+03,2.369228e+02,31,34,38,45 +21811968,1.86004e+04,65,8,1,0,0,0,0,0,0,1,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +29980390,2.5102e+04,87,7,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +21813056,4.71744e+04,28,8,1,1,0,0,0,0,0,0,1,0,0,1,1,1,6.447611e+02,8.876387e+02,2.3199097e+02,13,19,72,44 +16357404,8.1346e+03,51,10,8,0,0,0,0,0,0,0,0,0,0,1,1,1,1.7016782e+03,2.6840933e+02,9.841614e+01,29,40,23,27 +31343756,2.86488e+04,31,1,2,0,0,0,1,0,0,0,0,1,0,0,1,0,0e+00,4.25489e+03,0e+00,0,0,0,99 +28631232,0e+00,18,3,1,1,0,0,0,1,0,0,1,0,0,1,1,1,3.8389365e+02,1.7714653e+03,5.086769e+01,16,11,57,72 +13630670,2.2721e+04,54,3,3,1,0,0,1,0,0,0,0,1,0,1,1,0,0e+00,4.0361853e+02,1.9860583e+02,3,37,23,48 +31338765,6.11754e+04,57,6,0,0,0,1,0,0,0,0,0,1,0,1,1,0,0e+00,1.01361334e+03,2.0616267e+02,11,10,8,106 +24540318,0e+00,17,7,2,1,0,0,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,5.4254e+02,0,0,1,3 +25899850,0e+00,19,8,0,1,0,1,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,2.201987e+03,16,15,8,10 +25902586,5.6118e+03,48,5,0,1,0,1,0,0,0,0,0,1,0,1,0,1,6.00001e+03,0e+00,2.2077698e+03,22,3,3,3 +19075812,0e+00,16,8,1,0,0,1,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +24527556,1.24362e+04,56,2,4,1,0,0,0,1,0,0,0,0,1,1,1,1,6.6660876e+02,1.7734792e+02,5.9752884e+01,36,24,21,120 +25889324,0e+00,20,2,0,1,0,0,0,0,1,0,1,0,0,1,0,0,0e+00,0e+00,3.25308e+03,13,7,3,3 +21815792,0e+00,13,8,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +14994980,0e+00,17,9,2,0,0,0,1,0,0,0,1,0,0,1,0,0,0e+00,0e+00,3.443991e+03,20,14,3,3 +31349966,0e+00,14,6,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +13624800,5.089e+04,34,4,3,0,0,0,0,1,0,0,0,1,0,1,1,1,6.408275e+02,6.4405804e+02,1.1077881e+03,10,17,17,113 +28626864,4.1664e+03,51,1,3,1,0,0,0,0,0,1,0,0,0,0,1,1,5e+02,1.8542204e+02,0e+00,49,0,0,0 +23164642,1.1355e+04,35,1,3,1,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +29984438,1.83249e+05,63,13,1,0,0,0,0,0,1,0,0,0,0,1,1,1,8.19e+03,7.70365e+02,3.0109062e+03,30,67,35,36 +24538842,7.97526e+04,55,3,3,0,0,0,0,0,1,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +31348080,1.325766e+05,59,9,1,0,0,0,0,0,0,0,0,1,0,1,0,1,8.028696e+03,0e+00,5.694724e+03,19,13,20,21 +17720261,2.81619e+04,50,7,3,1,0,0,0,0,0,0,0,1,0,1,1,1,2.4691072e+03,8.154316e+02,1.141908e+02,17,16,68,69 +21808944,6.43344e+04,30,3,1,1,0,1,0,0,0,0,1,0,0,0,1,1,2.8372092e+02,8.286742e+03,0e+00,7,33,52,37 +27261340,4.5442e+04,53,4,2,1,0,0,1,0,0,0,0,1,0,1,1,0,0e+00,1.4657726e+03,4.3316885e+02,3,37,23,48 +17724629,8.5488e+03,41,8,2,0,0,0,0,0,0,0,1,0,0,0,1,1,5.8290344e+02,1.5037496e+04,0e+00,35,18,13,31 +23171034,2.89644e+04,71,7,0,1,0,0,0,1,0,0,0,1,0,0,1,1,6.204904e+03,1.5347412e+03,0e+00,39,43,30,142 +17724005,3.0082e+03,84,11,2,1,0,0,0,0,0,0,0,1,0,1,0,1,2.8033354e+03,0e+00,3.106515e+03,26,22,14,7 +24531840,0e+00,15,5,2,0,0,0,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,8.995e+02,9,7,21,14 +14996124,4.02754e+04,40,7,3,0,0,0,0,0,0,0,0,0,0,1,1,1,1.3992633e+03,3.221872e+03,1.2959598e+03,14,6,51,96 +21804864,1.769014e+05,48,11,1,0,0,0,0,0,0,0,1,0,0,1,1,1,8.368597e+03,1.6940871e+04,2.285708e+02,16,18,28,108 +27264760,1.1576e+04,35,7,2,1,0,0,0,0,1,0,0,1,0,1,0,0,0e+00,0e+00,2.673588e+03,3,3,3,3 +21801520,7.60266e+04,58,8,3,1,0,0,0,0,1,0,0,1,0,0,1,0,0e+00,1.2808777e+04,0e+00,0,0,42,57 +19079102,4.0768e+04,37,7,3,0,0,1,0,0,0,0,0,0,1,1,1,1,4.596025e+02,4.179925e+03,5.18544e+02,16,33,44,58 +13634590,1.1944e+04,41,1,2,0,0,0,0,0,0,0,0,1,0,0,0,1,1.35e+04,0e+00,0e+00,29,0,0,0 +27262560,8.374e+03,19,6,0,1,0,0,0,0,0,0,1,0,0,1,1,1,3.78e+02,2.383532e+04,5.194927e+03,19,23,18,11 +14996322,5.57744e+04,57,7,3,0,0,1,0,0,0,0,0,1,0,0,1,1,3.289641e+02,2.7147893e+04,0e+00,0,0,26,84 +13631980,6.0104e+04,57,7,3,0,0,1,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +13631860,0e+00,16,1,1,0,0,0,0,0,0,1,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +16360584,2.8344e+03,64,4,3,1,0,0,0,0,0,0,0,1,0,1,1,1,4.754717e+02,4.0326997e+03,1.0586762e+02,16,12,114,17 +25891661,4.5302e+03,64,11,1,1,0,0,1,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +13627540,1.2158e+04,36,6,4,1,0,1,0,0,0,0,0,0,0,1,1,1,1.6619411e+01,3.8372705e+03,2.5543845e+02,39,24,40,33 +31343020,6.2445e+03,61,1,0,0,0,0,0,0,0,0,0,1,0,1,1,1,1.0527571e+03,1.0840916e+03,1.7613556e+01,50,55,17,13 +13626880,2.3896e+04,35,5,2,0,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +28619745,1.54948e+04,44,3,4,0,0,1,0,0,0,0,0,0,0,0,0,1,3.69123e+03,0e+00,0e+00,7,12,9,9 +23168943,0e+00,20,8,0,1,0,0,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,3.000821e+03,5,10,4,3 +19088860,0e+00,16,8,1,1,0,0,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,1.2610479e+04,3,3,3,3 +19075490,3.71672e+04,47,6,5,1,0,0,0,1,0,0,0,0,0,0,0,1,2.85978e+02,0e+00,0e+00,16,20,21,16 +16359444,3.8743e+03,42,12,3,0,0,0,0,0,0,1,0,1,0,0,0,1,2.945124e+03,0e+00,0e+00,8,7,8,9 +13632470,1.9686e+04,65,5,1,1,0,0,0,0,0,1,0,1,0,1,1,1,4.294052e+03,1.2381334e+03,3.9892575e+02,22,18,32,129 +20449635,2.5077e+04,28,4,3,1,0,0,0,1,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +25905949,5.7028e+03,35,2,2,0,0,0,0,0,0,0,0,1,0,1,1,1,3.0496157e+03,7.941086e+02,8.4442236e+02,37,128,6,3 +19081720,1.14814e+04,19,4,1,0,0,0,1,0,0,0,1,0,0,1,1,1,6.3040857e+02,2.2443735e+03,3.3100766e+02,47,14,18,114 +17717479,1.61239e+04,27,4,5,0,0,0,1,0,0,0,0,1,0,1,0,1,1.5136785e+03,0e+00,1.4293088e+03,42,34,3,5 +19076540,1.34428e+04,80,10,1,0,0,0,0,0,0,0,0,1,0,0,0,1,3.246027e+03,0e+00,0e+00,10,13,11,15 +24534720,6.98454e+04,43,1,4,0,0,0,0,1,0,0,0,1,0,1,0,1,8.247273e+02,0e+00,3.61855e+02,16,16,9,3 +24527592,6.0678e+03,21,4,2,1,0,0,0,1,0,0,1,0,0,1,1,1,2.4463478e+02,4.2322955e+02,6.589565e+01,24,8,19,18 +13630430,2.084e+04,43,3,2,0,0,0,0,0,0,0,0,1,0,1,1,1,1.7715969e+03,5.689103e+03,1.2896909e+03,19,24,31,127 +25891566,2.747e+03,54,11,0,1,0,0,0,0,0,0,0,1,0,0,0,1,2.206404e+03,0e+00,0e+00,17,19,12,12 +29995526,1.44672e+04,50,10,0,0,0,0,0,0,0,0,1,0,0,0,1,1,1.0511373e+02,1.1102455e+04,0e+00,35,18,13,31 +25893143,3.4033e+03,37,4,3,1,0,0,0,0,0,0,0,1,0,0,0,1,8.09815e+02,0e+00,0e+00,5,5,8,4 +25895423,8.6382e+03,62,9,0,1,0,0,0,0,0,0,0,1,0,0,1,1,4.38464e+03,1.7071204e+03,0e+00,26,0,24,75 +19084296,3.402e+04,48,8,1,0,0,0,0,1,0,0,1,0,0,1,1,1,2.1016277e+03,7.815292e+02,2.1977168e+02,25,33,29,131 +21801440,6.4116e+03,62,5,1,0,0,0,0,0,0,0,1,0,0,1,1,0,0e+00,8.280401e+03,3.3051e+02,21,22,17,22 +23171782,6.608e+03,46,2,0,1,0,1,0,0,0,0,1,0,0,1,1,0,0e+00,4.734448e+03,3.437079e+02,4,6,49,61 +29980962,5.35568e+04,37,7,2,1,0,0,1,0,0,0,0,1,0,1,1,1,4.3349194e+03,6.7336456e+02,4.0236062e+03,52,19,15,130 +16359816,1.6277e+03,44,4,5,1,0,0,0,0,1,0,0,0,0,0,1,0,0e+00,3.10725e+02,0e+00,0,24,58,17 +23175505,1.76385e+04,66,2,0,0,0,0,0,1,0,0,0,1,0,1,1,1,1.25486046e+02,3.330319e+03,4.0171933e+02,123,32,11,6 +27259340,1.0044e+04,84,6,0,0,0,0,0,0,1,0,0,1,0,0,1,0,0e+00,3.103477e+03,0e+00,0,0,0,99 +27264200,3.9782e+04,70,2,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1.6276232e+03,9.083271e+03,1.5461694e+02,27,67,57,12 +13629320,1.8387e+04,19,4,1,0,0,1,0,0,0,0,1,0,0,1,1,0,0e+00,2.1255657e+03,1.0854297e+03,12,9,8,110 +29980676,2.63604e+04,38,8,0,1,0,0,0,0,0,0,1,0,0,0,1,0,0e+00,6.542973e+03,0e+00,0,0,6,93 +27264560,7.2474e+04,41,3,0,0,0,0,0,0,0,0,1,0,0,1,1,0,0e+00,3.1560942e+03,2.549288e+03,10,30,80,3 +29994910,5.84826e+04,28,7,2,1,0,1,0,0,0,0,0,1,0,0,1,0,0e+00,3.397042e+03,0e+00,0,20,57,22 +23175471,9.421e+03,55,1,1,0,0,0,0,0,0,0,0,1,0,0,0,1,3.797714e+03,0e+00,0e+00,27,19,29,1 +16359192,4.3867e+03,26,5,3,1,0,1,0,0,0,0,0,0,1,0,1,1,7.101801e+02,2.2366912e+03,0e+00,118,12,13,7 +31354589,3.81317e+04,35,5,2,0,0,0,0,0,0,0,0,1,0,1,1,1,3.9783334e+02,2.1416536e+03,1.16486786e+02,10,23,20,118 +31346309,2.85269e+04,31,1,3,0,0,0,1,0,0,0,0,1,0,1,0,1,7.4851764e+02,0e+00,2.9497928e+02,42,34,3,5 +24542766,0e+00,15,5,2,0,0,0,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +23176304,2.08278e+04,55,1,0,1,0,1,0,0,0,0,0,1,0,0,0,1,1.3659e+04,0e+00,0e+00,60,5,0,0 +29990554,2.40218e+04,78,8,0,0,0,0,1,0,0,0,0,1,0,0,0,1,8.046037e+03,0e+00,0e+00,25,21,16,17 +14990921,8.8121e+03,84,4,2,1,0,0,0,0,0,0,0,1,0,0,1,1,2.0977385e+03,3.7150198e+03,0e+00,27,9,25,107 +13632140,8.345e+03,20,5,1,1,0,1,0,0,0,0,1,0,0,0,1,0,0e+00,8.671092e+03,0e+00,0,0,0,99 +13632590,7.335e+03,29,8,2,0,0,1,0,0,0,0,0,1,0,0,0,1,2.227464e+03,0e+00,0e+00,17,15,10,13 +31342031,1.34504e+04,83,3,0,1,0,0,0,0,0,0,1,0,0,1,1,1,8.347107e-01,2.2896082e+03,2.2483711e+02,66,32,11,11 +13626560,1.7584e+04,65,5,1,0,0,0,0,0,1,0,0,0,0,1,0,1,2.1206057e+03,0e+00,8.048315e+02,26,19,24,20 +24524982,6.6924e+04,67,5,2,0,0,0,0,1,0,0,0,1,0,0,0,1,3.0623e+03,0e+00,0e+00,11,6,7,14 +19083316,1.57416e+04,73,3,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +13629740,1.2436e+04,30,9,1,0,0,1,0,0,0,0,1,0,0,0,1,1,8.7118866e+02,3.4273523e+03,0e+00,32,34,8,8 +23169963,3.35596e+04,59,5,1,0,0,0,0,1,0,0,0,0,0,1,1,1,2.6197585e+03,2.8490676e+03,1.01831714e+03,34,114,36,24 +29986506,6.90338e+04,46,6,2,1,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +28629447,5.636e+02,27,3,1,1,0,0,1,0,0,0,1,0,0,1,1,1,1.4248384e+03,1.4015834e+03,8.396667e+01,21,24,50,121 +16357692,3.9732e+03,54,4,3,1,0,0,0,0,0,0,1,0,0,1,1,0,0e+00,1.0310858e+03,3.1543524e+02,9,9,4,108 +19075364,6.14208e+04,42,2,1,1,0,1,0,0,0,0,0,1,0,1,1,1,1.2700231e+03,3.383636e+03,9.7245905e+02,42,74,9,10 +27261380,2.32e+04,18,5,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +23166053,4.2465e+03,79,5,0,1,0,1,0,0,0,0,0,1,0,1,1,1,5.169447e+02,1.4540396e+03,6.179388e+02,43,20,55,76 +28615230,3.3314e+03,67,7,1,1,0,1,0,0,0,0,1,0,0,0,1,1,8.814638e+02,2.0276042e+03,0e+00,0,0,1,140 +28626654,4.4906e+03,59,8,2,1,0,1,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +14995266,4.62341e+04,34,4,2,1,0,1,0,0,0,0,1,0,0,0,0,1,2.6903205e+04,0e+00,0e+00,29,0,0,0 +23163826,0e+00,22,3,0,1,0,0,0,0,0,0,1,0,0,1,1,1,7.057992e+02,1.8647742e+03,4.2087473e+02,23,40,51,61 +20445435,0e+00,19,8,2,0,0,0,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,2.214618e+03,7,5,5,7 +24531750,1.56258e+04,70,8,2,1,0,0,0,0,0,0,0,1,0,1,1,1,1.4254594e+03,9.0048016e+02,9.231627e+01,15,17,26,100 +27254160,3.0492e+04,29,6,0,0,0,0,0,1,0,0,1,0,0,1,1,1,1.8518228e+03,2.3994133e+03,1.4097649e+04,23,18,17,117 +28628187,4.1341e+03,65,5,1,1,0,0,0,0,0,1,0,1,0,1,1,1,9.670343e+02,3.325612e+02,1.15983284e+02,22,18,32,129 +16352304,0e+00,16,8,3,0,0,0,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +25903213,2.3389e+03,45,2,0,1,0,1,0,0,0,0,1,0,0,1,1,1,2.4694915e+03,6.975339e+03,4.3709265e+02,25,27,116,9 +19075770,3.72372e+04,58,7,1,0,0,1,0,0,0,0,0,1,0,1,1,0,0e+00,2.9126907e+03,4.3854587e+02,11,10,8,106 +29983008,3.87464e+04,35,5,3,1,0,0,0,1,0,0,0,0,0,1,1,1,0e+00,3.7585815e+03,2.838477e+02,42,22,8,3 +24536322,1.8774e+04,28,5,2,1,0,0,0,1,0,0,1,0,0,0,1,1,8.207636e+01,2.3387483e+03,0e+00,48,54,13,6 +17717778,4.76775e+04,32,9,4,0,0,1,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +19077366,0e+00,14,6,1,1,0,1,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,7.188165e+03,8,9,8,8 +19085752,4.97112e+04,57,7,2,1,0,0,0,0,1,0,0,1,0,1,1,1,1.8305884e+03,3.0778875e+03,2.4409819e+02,13,15,13,112 +23167532,1.32507e+04,44,10,3,0,0,0,0,0,0,0,0,1,0,1,1,0,0e+00,3.742599e+02,2.6342456e+03,9,9,7,9 +20452245,1.39065e+04,33,8,2,0,0,0,0,0,0,0,0,1,0,0,1,1,3.3490195e+03,1.3779298e+03,0e+00,22,18,17,119 +23174876,2.57283e+04,46,2,0,0,0,0,0,0,0,0,1,0,0,1,1,0,0e+00,8.172321e+02,9.9486163e+02,10,30,80,3 +29994140,1.474e+04,28,7,0,0,0,0,0,1,0,0,1,0,0,1,0,1,5.4755786e+03,0e+00,3.505597e+02,15,14,13,10 +29975264,3.39504e+04,67,7,0,1,0,1,0,0,0,0,1,0,0,1,1,1,3.2244185e+03,1.0301975e+04,1.3860325e+03,7,30,47,59 +17714528,2.28592e+04,60,7,2,0,0,0,0,0,1,0,0,0,0,1,0,1,3.6912917e+03,0e+00,6.65339e+02,26,19,24,20 +28612752,3.2407e+03,63,3,1,1,0,1,0,0,0,0,1,0,0,1,1,1,4.4109454e+02,2.826623e+03,1.6413734e+02,7,30,47,59 +28632408,5.7202e+03,58,8,1,0,0,1,0,0,0,0,1,0,0,1,1,1,3.20221e+02,4.0924084e+03,5.7535693e+02,23,21,13,124 +24528942,4.29174e+04,61,9,3,1,0,0,1,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +24525468,7.89696e+04,43,1,2,1,0,1,0,0,0,0,0,1,0,1,1,1,5.776373e+02,2.3039353e+03,3.2241068e+02,42,74,9,10 +14995849,8.0685e+03,30,9,3,0,0,1,0,0,0,0,0,1,0,0,0,1,2.36118e+03,0e+00,0e+00,17,15,10,13 +14988446,2.69236e+04,48,8,2,1,0,0,0,0,0,0,1,0,0,0,1,1,7.4935703e+03,1.01949176e+03,0e+00,115,12,17,11 +27249620,4.171e+04,36,8,2,1,0,0,0,1,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +20439885,0e+00,19,8,2,0,0,0,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,3.166305e+03,27,12,12,3 +16353732,1.6823e+03,85,5,3,1,0,0,0,0,0,0,0,1,0,0,1,1,9.163348e+02,2.1830525e+03,0e+00,27,9,25,107 +19078416,5.0652e+03,90,10,1,1,0,0,0,0,0,0,0,1,0,1,1,1,1.1147026e+03,5.0653107e+02,1.6436033e+03,32,122,32,39 +14988061,2.53935e+04,29,8,2,1,0,0,0,0,0,0,1,0,0,0,1,0,0e+00,1.0687321e+04,0e+00,75,4,0,0 +31357855,5.3222e+03,88,8,0,1,0,0,0,0,0,0,0,1,0,1,0,1,5.151864e+02,0e+00,1.0449966e+03,26,22,14,7 +29994426,4.78522e+04,69,9,0,0,0,0,0,0,0,0,0,1,0,0,0,1,1.176923e+03,0e+00,0e+00,22,25,12,23 +21801888,2.18712e+05,57,10,1,0,1,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +20448720,1.0731e+04,70,7,2,0,0,0,0,0,0,1,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +14987907,0e+00,15,7,2,1,0,0,0,1,0,0,1,0,0,1,0,0,0e+00,0e+00,8.088798e+03,8,6,7,7 +14991218,2.3606e+04,55,4,2,1,1,0,0,0,0,0,0,1,0,1,0,0,0e+00,0e+00,5.499489e+03,9,8,13,18 +14988193,1.61821e+04,75,5,2,0,0,0,1,0,0,0,0,1,0,0,1,1,1.05e+03,3.4203125e+03,0e+00,17,10,0,99 +27256440,2.75e+04,19,3,0,0,0,0,1,0,0,0,1,0,0,1,1,1,1.1639344e+03,2.3646426e+04,1.4242928e+03,44,12,16,111 +20440215,4.5336e+04,78,5,2,0,0,1,0,0,0,0,0,1,0,1,0,0,0e+00,0e+00,2.7238242e+04,18,11,6,3 +19076960,5.2164e+03,72,2,1,1,1,0,0,0,0,0,0,1,0,1,0,1,3.3242002e+03,0e+00,2.7189255e+03,20,30,26,24 +17712825,8.19e+03,73,10,2,1,0,0,1,0,0,0,1,0,0,1,1,1,8.323355e+03,7.456202e+02,4.0245703e+02,34,29,34,139 +29990994,3.29098e+04,26,5,0,0,0,0,0,1,0,0,1,0,0,0,1,1,1.427244e+03,2.4341455e+04,0e+00,100,15,14,6 +13626760,7.23e+03,63,3,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +24540678,6.3918e+03,29,4,4,1,0,1,0,0,0,0,0,1,0,1,1,0,0e+00,2.2530571e+03,2.2179308e+02,8,15,47,60 +23171391,2.22791e+04,46,2,2,1,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +13634340,4.1069e+04,58,8,1,0,0,0,0,1,0,0,1,0,0,1,1,0,0e+00,8.984972e+03,1.5983352e+03,0,0,40,73 +19079928,4.71884e+04,57,7,2,0,0,0,0,0,0,0,0,1,0,0,1,1,1.8634258e+03,4.237237e+03,0e+00,6,7,26,85 +28612668,2.0584e+03,67,7,1,1,0,0,0,0,0,0,0,0,1,1,1,1,7.405448e+02,1.2211401e+03,5.375685e+01,30,32,26,131 +16352712,2.9696e+03,21,6,3,0,0,0,0,0,0,0,1,0,0,0,1,1,1.2715809e+03,1.69209e+02,0e+00,13,9,109,12 +28622643,0e+00,16,8,1,0,0,0,1,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +21803600,1.792258e+05,52,5,2,0,0,0,0,0,0,0,0,0,1,1,1,1,4.9595575e+02,7.342303e+03,9.473051e+03,25,17,14,106 +20438850,3.699e+03,67,4,2,0,0,0,0,0,0,0,1,0,0,1,1,0,0e+00,1.0999482e+04,6.309233e+02,21,22,17,22 +20445105,3.36555e+04,69,6,2,0,0,0,0,0,1,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +28625352,2.792e+03,39,9,4,1,0,1,0,0,0,0,0,1,0,0,1,1,6.9335e+01,3.5055808e+03,0e+00,0,11,52,45 +19083806,1.4602e+04,27,6,1,1,0,0,0,1,0,0,1,0,0,0,1,1,2.5004036e+02,3.336526e+03,0e+00,48,54,13,6 +14996795,6.01843e+04,57,7,3,1,1,0,0,0,0,0,0,1,0,0,1,1,5.56327e+03,8.308398e+03,0e+00,11,10,47,76 +29991324,9.7482e+03,67,7,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0e+00,8.873867e+03,0e+00,0,0,3,96 +31352795,3.51923e+04,69,7,0,0,0,0,0,0,0,0,0,1,0,1,1,1,2.7661694e+02,1.2991887e+03,5.1067204e+01,18,17,31,120 +21806048,2.56048e+04,42,5,3,1,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +14987962,4.829e+04,38,8,4,1,0,0,0,1,0,0,0,1,0,1,1,1,5.9631946e+02,3.1366519e+03,2.6178604e+03,30,12,27,23 +14998148,4.06153e+04,55,4,3,1,0,0,0,0,0,0,0,0,1,1,0,1,1.072767e+04,0e+00,3.0483853e+03,80,17,3,3 +28619577,4.6876e+03,51,1,1,0,1,0,0,0,0,0,0,1,0,1,1,1,1.2342857e+02,2.3404307e+03,1.24225e+02,92,27,12,9 +13631290,1.043e+04,27,6,1,1,0,0,0,1,0,0,1,0,0,0,1,1,2.7443454e+02,4.451218e+03,0e+00,48,54,13,6 +14992164,5.2844e+03,76,6,2,0,0,0,0,0,0,0,0,1,0,1,1,1,1.0137931e+03,3.398746e+03,3.6889858e+03,46,30,19,21 +19083764,8.22486e+04,51,1,3,1,0,0,0,0,0,0,0,1,0,1,1,1,2.8342441e+03,1.2522173e+04,2.642195e+03,24,113,24,11 +25895860,0e+00,22,4,0,1,0,0,0,1,0,0,1,0,0,1,0,1,2.0947987e+02,0e+00,1.7116472e+03,12,13,12,11 +19082490,1.15668e+04,61,1,1,0,0,0,0,0,0,0,0,1,0,1,1,1,0e+00,1.1125664e+03,4.4257327e+02,95,10,3,3 +24533136,1.37394e+04,55,3,2,1,0,0,0,0,0,0,0,1,0,1,1,1,1.5469025e+03,9.628241e+02,1.5553125e+01,26,27,35,24 +21805152,3.575e+04,19,4,1,0,0,0,1,0,0,0,1,0,0,1,1,1,1.6721312e+02,8.08006e+03,3.0756778e+02,44,12,16,111 +14998324,1.12684e+04,54,4,2,1,0,0,0,0,0,0,1,0,0,0,1,1,1.0306488e+03,4.3644917e+03,0e+00,11,11,91,25 +17715893,1.75695e+04,19,5,3,0,0,0,0,0,0,0,0,0,0,1,1,1,3.437702e+02,1.0591623e+04,1.4412493e+03,20,24,29,24 +16358784,2.0189e+03,68,8,3,1,0,0,0,1,0,0,0,1,0,0,0,1,2.1e+03,0e+00,0e+00,18,10,0,0 +25894283,1.5367e+03,89,6,0,0,0,0,0,0,0,0,1,0,0,1,1,1,3.646867e+02,2.6517453e+02,4.7956787e+02,19,21,17,122 +13627370,4.371e+04,32,2,3,1,0,0,0,1,0,0,0,0,1,0,1,1,1.2198214e+04,1.2909818e+03,0e+00,69,0,26,73 +23168960,0e+00,18,6,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,1.960251e+03,9,7,21,14 +17723498,4.58081e+04,51,8,3,0,1,0,0,0,0,0,0,1,0,1,1,0,0e+00,2.6410928e+04,3.1878223e+02,27,29,25,22 +16360380,8.6648e+03,37,7,6,0,0,0,0,1,0,0,0,1,0,0,1,1,8.3139343e+02,6.9682017e+03,0e+00,14,9,0,99 +16357116,2.182e+02,82,12,3,0,0,0,0,0,0,0,0,1,0,1,1,1,4.840767e+02,1.4954006e+03,8.977804e+01,9,16,76,58 +17713098,1.30325e+04,31,8,2,1,0,0,0,1,0,0,0,1,0,1,1,1,6.896957e+03,7.76743e+03,3.663563e+02,30,28,21,130 +25887538,2.9507e+03,62,9,2,0,0,1,0,0,0,0,0,1,0,1,0,0,0e+00,0e+00,3.192453e+03,5,5,7,5 +29991236,1.27336e+04,40,10,2,1,0,0,0,0,1,0,0,1,0,1,0,0,0e+00,0e+00,1.95921e+03,3,3,3,3 +17718623,4.0352e+04,56,3,2,1,0,0,0,0,0,0,0,1,0,0,1,1,8.2976746e+02,1.6074308e+04,0e+00,21,90,12,6 +25889305,5.5558e+03,63,7,2,1,0,0,0,0,1,0,0,1,0,0,1,0,0e+00,1.8758748e+04,0e+00,0,0,42,57 +21802784,0e+00,16,4,1,0,0,0,0,0,1,0,1,0,0,1,1,0,0e+00,7.412723e+03,5.9304348e+01,0,0,103,12 +14992120,6.3591e+03,82,2,2,1,0,0,0,0,0,0,1,0,0,1,1,1,0e+00,8.844287e+03,1.0693605e+03,12,18,14,11 +16354512,3.1792e+03,66,6,3,0,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +14997323,0e+00,18,3,2,1,0,0,0,1,0,0,1,0,0,0,1,1,2.319681e+03,6.526728e+02,0e+00,38,42,9,99 +17722133,3.92821e+04,42,9,2,1,0,0,0,0,1,0,1,0,0,1,1,1,1.546613e+03,1.3573927e+03,1.1635422e+03,33,29,25,129 +27262600,3.2476e+04,33,5,2,0,0,0,0,0,0,0,0,0,0,1,1,1,2.8595107e+03,1.2478945e+03,1.9967235e+02,25,32,30,120 +16351368,3.7884e+03,30,9,5,1,0,0,0,1,0,0,0,1,0,1,0,0,0e+00,0e+00,3.391713e+03,31,3,3,3 +17723004,3.53015e+04,18,4,3,0,0,0,0,1,0,0,0,1,0,1,1,1,8.683754e+03,8.77363e+03,1.9400293e+03,9,10,13,37 +25898254,6.156e+02,69,3,0,0,0,1,0,0,0,0,1,0,0,0,1,0,0e+00,1.497018e+03,0e+00,0,0,0,70 +24530076,5.32422e+04,45,3,2,0,0,1,0,0,0,0,1,0,0,1,1,1,4.2588828e+02,1.9298557e+02,6.647681e+01,24,22,62,61 +17719702,1.26594e+04,52,9,3,1,0,0,0,0,0,0,0,1,0,0,1,1,2.6992236e+03,1.067383e+04,0e+00,15,19,41,81 +27266720,6.781e+04,52,4,0,0,0,0,0,0,0,0,0,1,0,1,1,0,0e+00,2.255149e+04,7.2359357e+02,8,12,7,111 +27264880,4.0436e+04,34,6,2,1,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +24525918,4.1553e+04,29,6,2,1,0,0,0,0,0,0,1,0,0,0,1,0,0e+00,2.51319e+03,0e+00,75,4,0,0 +17713163,3.00105e+04,23,9,2,1,0,0,0,0,0,0,1,0,0,0,1,0,0e+00,6.711728e+03,0e+00,75,4,0,0 +25890977,8.4147e+03,39,6,1,1,0,1,0,0,0,0,0,1,0,0,0,1,2.9648162e+04,0e+00,0e+00,45,36,39,21 +24538770,4.47174e+04,63,1,2,0,0,0,0,1,0,0,0,1,0,1,1,1,7.24186e+01,2.4129006e+03,1.6181169e+02,123,32,11,6 +28618422,6.2116e+03,44,4,1,0,0,1,0,0,0,0,1,0,0,1,1,1,3.8645633e+02,1.13316925e+02,4.9577396e+01,24,22,62,61 +24533514,3.10356e+04,62,0,2,1,0,0,0,0,0,0,1,0,0,1,1,1,2.4098087e+02,2.1847412e+03,7.167948e+02,16,23,57,77 +23177579,3.0154e+03,60,6,1,1,0,0,0,0,0,0,0,1,0,1,1,1,7.52924e+02,1.8574099e+03,1.1822767e+02,24,16,15,114 +13630720,7.495e+03,89,9,1,0,0,0,0,0,1,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +23172649,1.53807e+04,59,5,1,1,0,0,0,0,0,0,0,1,0,1,1,1,1.3662477e+03,1.8623996e+02,2.34308e+01,17,16,68,69 +17720196,8.8517e+03,56,3,2,1,1,0,0,0,0,0,1,0,0,1,1,0,0e+00,8.833341e+02,5.4117896e+02,9,13,40,65 +16357164,4.5492e+03,57,7,4,1,0,0,0,0,0,0,0,1,0,1,1,1,1.0662078e+03,1.85625e+02,2.41716e+01,17,16,68,69 +27260920,1.8614e+04,41,3,0,1,0,1,0,0,0,0,1,0,0,1,1,0,0e+00,2.6428535e+04,9.443457e+02,4,6,49,61 +20443755,6.8196e+04,62,9,2,1,0,0,0,0,0,0,0,1,0,0,1,1,7.21344e+03,1.1409005e+03,0e+00,26,0,24,75 +16354548,0e+00,18,10,3,1,0,0,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,2.190477e+03,5,10,4,3 +27263980,0e+00,16,3,0,0,0,1,0,0,0,0,1,0,0,1,1,1,3.9558638e+03,1.3063079e+04,6.5838135e+02,14,23,28,18 +27257180,8.9184e+04,43,5,4,0,0,1,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +23174706,1.53687e+04,54,7,0,1,0,1,0,0,0,0,1,0,0,0,1,1,1.7640338e+03,2.268835e+03,0e+00,14,20,117,24 +17720989,0e+00,11,10,2,1,0,1,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +31356015,5.45813e+04,22,1,0,0,1,0,0,0,0,0,0,1,0,0,1,0,0e+00,4.4832e+02,0e+00,0,0,61,38 +23177953,6.6591e+03,74,10,0,1,0,0,0,1,0,0,0,1,0,0,0,1,1.493842e+03,0e+00,0e+00,7,11,14,8 +23174264,7.2072e+03,39,5,0,0,0,1,0,0,0,0,0,0,0,0,1,1,9.0339703e+02,1.08463e+03,0e+00,6,9,8,111 +20450880,0e+00,22,4,2,1,0,0,0,1,0,0,1,0,0,1,1,1,1.5556283e+03,4.950784e+03,2.3485292e+02,16,11,57,72 +16350756,3.0893e+03,76,6,3,0,0,0,1,0,0,0,0,1,0,0,1,1,4.5e+02,1.776786e+03,0e+00,17,10,0,99 +17713605,3.65209e+04,65,12,2,0,0,0,1,0,0,0,0,1,0,0,1,0,0e+00,2.720425e+03,0e+00,0,0,0,99 +28618296,5.7265e+03,69,4,1,0,0,0,0,0,0,0,0,1,0,0,1,0,0e+00,2.74358e+03,0e+00,11,31,36,21 +16360788,3.341e+02,28,7,3,0,0,1,0,0,0,0,1,0,0,0,1,1,2.4710192e+01,2.545253e+03,0e+00,99,0,2,3 +21804336,6.32944e+04,32,5,3,1,0,0,1,0,0,0,0,1,0,1,1,1,1.6809435e+03,3.0440347e+02,5.645872e+02,52,19,15,130 +29975132,1.673914e+05,57,7,1,0,0,1,0,0,0,0,0,1,0,0,0,1,3.837042e+04,0e+00,0e+00,18,10,2,0 +31350633,3.5995e+03,82,2,0,1,0,0,0,0,1,0,0,1,0,1,1,1,1.03379295e+02,1.6791099e+03,5.323479e+02,13,48,58,51 +21814816,9.66836e+04,36,9,1,0,0,0,0,0,0,0,1,0,0,0,1,1,3.27166e+03,9.385707e+03,0e+00,48,10,8,14 +19076666,4.50128e+04,33,3,1,1,0,0,0,0,1,0,0,1,0,1,1,1,4.833375e+01,7.7896787e+03,6.6270215e+02,8,37,30,37 +20445690,1.39605e+04,46,3,2,1,0,1,0,0,0,0,1,0,0,1,1,0,0e+00,1.1337723e+04,5.9768677e+02,4,6,49,61 +20446815,0e+00,19,8,2,0,0,0,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,9.52512e+02,3,3,3,3 +25901484,4.4091e+03,69,6,0,0,0,1,0,0,0,0,0,0,1,1,1,1,1.3283712e+04,5.1055034e+03,9.2883203e+02,45,39,46,133 +28614159,3.6542e+03,19,4,1,0,0,0,0,0,0,0,1,0,0,0,1,1,1.6547377e+03,2.7408017e+02,0e+00,0,0,42,143 +25900420,0e+00,20,9,0,0,0,0,1,0,0,0,1,0,0,1,0,0,0e+00,0e+00,4.707001e+03,20,14,3,3 +13628480,0e+00,16,8,1,1,0,1,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,3.1803713e+04,5,7,9,3 +25901104,2.5158e+03,23,5,0,1,0,0,0,1,0,0,1,0,0,1,1,1,1.1882164e+03,7.2745234e+03,2.0692615e+02,33,20,9,120 +16350504,9.219e+03,39,9,5,1,0,0,0,1,0,0,0,1,0,1,1,1,3.738116e+02,1.9810432e+03,1.1882029e+03,30,12,27,23 +27256120,7.8764e+04,24,5,1,0,0,0,1,0,0,0,0,0,1,1,1,1,4.1218936e+03,9.372752e+03,2.286353e+03,50,21,19,118 +14998038,2.42275e+04,46,5,3,1,0,0,0,0,0,0,0,1,0,1,1,1,6.98488e+02,3.216475e+02,2.1834358e+02,13,17,22,118 +31348103,1.26615e+04,18,3,0,1,0,0,0,0,0,0,1,0,0,0,1,1,5.621786e+02,1.9650278e+03,0e+00,19,13,13,109 +20446245,3.402e+04,69,6,2,0,0,0,0,0,0,0,1,0,0,1,1,1,1.2508882e+03,7.1880264e+03,8.552434e+03,23,25,53,73 +29990268,5.3405e+04,60,10,1,1,0,0,0,0,0,0,0,0,1,1,0,1,2.3413364e+03,0e+00,1.897197e+03,0,2,7,21 +29987166,1.211342e+05,35,5,0,0,0,0,0,0,0,0,1,0,0,0,0,1,8.354619e+03,0e+00,0e+00,9,3,6,0 +16353444,0e+00,17,9,3,0,0,0,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +29982150,2.25148e+04,23,8,0,1,0,1,0,0,0,0,1,0,0,1,1,1,1.9967047e+03,3.4362847e+03,1.4030336e+02,19,13,39,97 +29984636,0e+00,21,6,0,0,0,0,0,0,1,0,1,0,0,0,1,1,2.1669968e+03,4.098642e+03,0e+00,18,17,43,85 +27260520,9.887e+04,44,6,4,0,0,0,0,0,0,0,0,1,0,0,1,1,1.0613383e+04,1.5281578e+04,0e+00,17,16,14,114 +20452020,5.53845e+04,58,4,3,1,0,0,0,0,0,0,0,0,1,1,0,1,1.1165534e+04,0e+00,3.2919597e+03,80,17,3,3 +20447010,2.94675e+04,44,8,4,0,0,1,0,0,0,0,0,1,0,0,1,0,0e+00,4.40316e+02,0e+00,1,7,12,2 +29987606,2.60062e+04,34,13,0,0,0,1,0,0,0,0,0,1,0,0,1,0,0e+00,4.230343e+03,0e+00,0,0,0,99 +13634220,4.2532e+04,40,10,3,0,0,0,0,0,0,0,0,1,0,1,0,1,2.0050652e+03,0e+00,3.6506357e+02,7,6,7,30 +28615440,7.825e+02,72,2,1,1,1,0,0,0,0,0,0,1,0,1,0,1,1.4196455e+03,0e+00,7.88312e+02,20,30,26,24 +24525882,0e+00,19,2,2,1,0,0,0,1,0,0,1,0,0,1,0,1,1.3202112e+03,0e+00,5.59964e+02,29,33,35,21 +31354934,2.07115e+04,26,5,1,1,0,1,0,0,0,0,0,1,0,1,1,0,0e+00,1.844115e+02,6.03071e+02,9,7,15,49 +27259180,1.55454e+05,57,9,1,1,0,0,0,0,0,0,0,1,0,0,1,1,5.9613174e+03,2.8219025e+04,0e+00,9,10,6,112 +29986924,0e+00,19,11,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +20441010,4.9515e+04,60,7,2,1,0,0,0,0,0,0,0,1,0,1,1,0,0e+00,9.180251e+02,2.17014e+03,0,1,3,7 +13632060,4.2031e+04,33,3,1,1,0,1,0,0,0,0,1,0,0,0,0,1,2.4707025e+04,0e+00,0e+00,29,0,0,0 +19086130,6.1474e+03,67,7,1,1,1,0,0,0,0,0,0,0,0,1,1,1,1.5734412e+03,3.2058112e+02,2.365107e+02,33,19,17,42 +29994624,0e+00,22,7,0,1,0,0,0,1,0,0,1,0,0,1,1,1,2.1192446e+03,2.4077688e+03,3.566806e+02,16,11,57,72 +20444430,4.287e+03,88,5,2,0,0,1,0,0,0,0,0,0,0,0,1,1,1.3383002e+03,1.4088801e+03,0e+00,20,16,17,116 +20450790,1.80495e+04,90,7,2,0,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +23169181,0e+00,20,8,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,3.336503e+03,10,6,3,3 +21807024,1.228942e+05,54,7,2,0,0,0,0,1,0,0,0,0,0,1,1,1,5.9032734e+03,1.8338322e+03,1.2056113e+03,34,114,36,24 +27268020,1.9998e+04,44,6,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +27266920,7.0474e+04,55,7,1,0,1,0,0,0,0,0,0,1,0,1,1,0,0e+00,3.5093094e+04,5.3768994e+02,27,29,25,22 +14997895,6.5098e+03,31,10,3,0,0,1,0,0,0,0,0,1,0,1,0,0,0e+00,0e+00,4.115181e+03,6,8,8,9 +31352059,2.94929e+04,66,6,0,1,0,0,0,0,0,0,1,0,0,1,1,1,2.79e+01,2.5422993e+03,4.5235666e+02,19,13,13,18 +13628880,5.6266e+04,45,5,6,0,0,0,0,0,0,0,0,0,1,0,1,1,2.6567057e+04,1.1981399e+04,0e+00,25,29,27,127 +14992307,5.11071e+04,54,4,3,0,0,0,0,0,1,0,0,1,0,0,1,1,9.1412146e+02,1.6566696e+03,0e+00,5,11,10,113 +14989150,1.95844e+04,23,2,3,0,0,0,0,1,0,0,0,1,0,1,0,1,1.6896552e+03,0e+00,6.727533e+02,38,8,9,3 +23175131,1.17711e+04,40,6,2,0,0,0,0,0,0,0,0,1,0,1,1,1,4.457776e+02,3.1303e+03,2.6702228e+02,10,23,20,118 +20440545,4.0329e+04,39,6,2,1,0,1,0,0,0,0,0,1,0,1,1,1,2.4272656e+03,5.362587e+03,1.0448686e+04,28,20,20,124 +31340513,7.91062e+04,54,4,0,1,0,0,0,0,1,0,0,1,0,1,1,1,4.9478958e+02,2.630147e+03,9.40273e+01,31,34,38,45 +17713670,3.2058e+03,58,5,2,0,0,0,0,0,0,0,1,0,0,1,1,0,0e+00,1.6495898e+04,6.660316e+02,21,22,17,22 +23178140,1.5882e+04,37,3,0,1,0,0,0,0,0,0,1,0,0,0,1,1,9.095175e+02,2.6805645e+03,0e+00,36,30,33,38 +28627893,7.862e+03,63,3,1,0,0,0,0,1,0,0,0,1,0,1,1,0,0e+00,4.714585e+03,8.719388e+01,23,70,7,16 +28622265,5.9644e+03,75,5,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +14992978,0e+00,19,4,2,1,0,0,0,0,0,0,1,0,0,0,1,0,0e+00,5.89144e+02,0e+00,18,18,16,5 +13625160,2.9417e+04,34,4,4,0,0,0,0,0,0,0,0,0,0,0,1,1,1.3505038e+03,8.256256e+03,0e+00,27,13,12,12 +28628292,0e+00,17,2,1,1,0,1,0,0,0,0,1,0,0,1,1,1,3.9300922e+02,1.6473462e+02,2.8637203e+01,12,16,57,58 +31357418,1.431382e+05,30,0,3,1,0,0,0,1,0,0,0,1,0,1,0,0,0e+00,0e+00,8.0381e+03,31,3,3,3 +29991896,7.81176e+04,61,11,1,1,0,0,0,0,1,0,0,1,0,1,1,1,3.37479e+03,6.581237e+03,3.716865e+02,13,15,13,112 +16354260,4.807e+02,37,7,3,1,0,0,0,0,1,0,0,1,0,1,1,0,0e+00,1.8974393e+03,1.2863474e+02,11,29,50,40 +13629450,1.3901e+04,77,7,1,1,0,0,0,1,0,0,0,1,0,1,1,1,7.1037006e+02,1.2932283e+03,1.1575133e+03,10,16,67,66 +21805760,0e+00,15,10,1,1,0,1,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,9.052001e+03,10,11,10,9 +23172632,8.5711e+03,72,8,0,0,0,0,0,1,0,0,0,1,0,0,0,1,4.0735e+02,0e+00,0e+00,0,0,2,3 +28618401,6.5127e+03,32,2,1,0,0,0,0,0,0,0,1,0,0,1,1,0,0e+00,5.3963e+02,7.279294e+02,60,47,3,3 +16360008,0e+00,20,5,3,1,0,0,0,0,0,0,1,0,0,1,1,0,0e+00,1.393966e+02,3.062735e+02,9,11,4,105 +23165492,5.1333e+03,67,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +19080460,0e+00,15,7,1,1,0,0,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,5.7629e+02,0,0,0,0 +27269700,3.9726e+04,48,10,0,1,0,0,0,0,0,0,1,0,0,1,0,1,2.3533965e+04,0e+00,7.516649e+02,21,6,3,5 +20441025,2.5479e+04,45,2,2,1,0,0,0,0,0,0,1,0,0,1,1,1,2.8867925e+03,4.980042e+03,3.3805698e+02,45,96,9,9 +19083232,4.0565e+04,55,5,3,0,0,0,0,0,1,0,0,1,0,1,1,1,9.577515e+02,1.8134005e+03,1.1442959e+03,20,27,68,71 +16360176,7.6144e+03,48,8,5,1,0,0,0,0,0,0,0,1,0,1,1,1,1.2293323e+03,3.9078274e+03,8.717752e+02,32,24,21,131 +19087432,1.069264e+05,57,7,2,0,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +21803792,1.13646e+05,31,4,3,1,0,0,0,1,0,0,0,0,1,0,1,1,2.7189285e+03,1.3888628e+03,0e+00,69,0,26,73 +19076456,3.94856e+04,41,1,1,1,0,1,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,1.28358e+03,17,15,5,3 +25903156,2.811e+03,41,8,1,1,0,1,0,0,0,0,0,0,0,0,1,0,0e+00,2.5255492e+04,0e+00,13,7,14,10 +23163435,1.88846e+04,62,7,0,0,0,1,0,0,0,0,0,1,0,1,1,0,0e+00,2.1958442e+03,3.302264e+02,11,10,8,106 +23178157,1.4072e+03,33,8,0,0,0,1,0,0,0,0,1,0,0,1,1,1,1.6966222e+03,2.8615112e+03,1.3435303e+02,26,24,61,79 +13631660,2.6138e+04,66,6,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +27253660,8.8576e+04,34,6,1,1,0,1,0,0,0,0,0,1,0,0,0,1,5.8036492e+04,0e+00,0e+00,45,36,39,21 +23171646,2.59896e+04,45,1,1,1,0,0,0,0,0,0,0,0,0,1,1,1,8.6138464e+02,1.2437465e+03,4.078749e+02,84,61,8,3 +28632555,7.8689e+03,56,6,2,1,0,0,0,0,0,0,0,1,0,1,0,1,3.4032764e+03,0e+00,1.6650948e+02,29,3,3,3 +29987496,1.267464e+05,63,13,2,0,0,0,1,0,0,0,0,1,0,0,0,1,2.539465e+03,0e+00,0e+00,4,14,16,12 +29979906,8.99756e+04,44,13,1,0,0,0,0,1,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +25898862,4.1627e+03,56,3,1,0,0,0,0,0,0,0,0,1,0,0,1,0,0e+00,1.2990466e+04,0e+00,0,0,93,6 +25894853,1.50208e+04,62,8,0,0,0,0,0,0,0,0,0,0,1,1,1,0,0e+00,1.1073092e+04,3.0982698e+03,0,0,0,123 +29982964,0e+00,20,10,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +25895461,8.17e+02,29,5,0,1,0,1,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,2.400486e+03,3,3,3,3 +29990796,4.76212e+04,54,11,0,1,0,1,0,0,0,0,1,0,0,0,1,1,4.6495547e+03,3.7082734e+03,0e+00,14,20,117,24 +14994892,1.02366e+05,52,2,2,0,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +14994078,2.40999e+04,53,3,3,0,0,0,0,0,0,0,0,1,0,0,1,0,0e+00,5.548462e+03,0e+00,0,0,93,6 +24541704,1.49418e+04,84,2,2,0,0,0,0,0,0,0,1,0,0,0,1,0,0e+00,1.53602e+03,0e+00,0,0,0,99 +23164234,2.23622e+04,30,5,1,1,0,1,0,0,0,0,0,0,1,1,1,1,3.16949e+03,1.1546534e+03,1.953626e+03,32,29,33,111 +31359534,5.06575e+04,44,3,1,1,0,0,0,0,0,0,0,1,0,1,1,1,1.6973177e+02,2.2622083e+02,8.707718e+01,13,17,22,118 +28630938,6.6637e+03,36,6,4,0,0,1,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +29977662,7.2666e+03,66,6,0,1,1,0,0,0,0,0,0,0,1,1,1,1,8.125e+02,2.9211506e+03,2.7067908e+03,45,32,26,9 +16351080,5.179e+02,65,5,3,0,0,0,0,0,0,0,1,0,0,1,1,0,0e+00,4.738806e+03,2.6678986e+02,21,22,17,22 +14991834,6.54962e+04,59,9,2,0,0,0,0,1,0,0,1,0,0,1,0,1,6.507807e+03,0e+00,2.5247717e+03,6,4,4,48 +14997081,3.9061e+03,29,6,4,1,0,1,0,0,0,0,0,1,0,1,1,0,0e+00,4.237477e+03,4.3163922e+02,8,15,47,60 +17720339,5.75991e+04,29,6,5,0,0,1,0,0,0,0,0,1,0,0,1,1,3.3475752e+03,2.799624e+03,0e+00,0,4,16,112 +23171204,5.5304e+04,40,3,0,0,0,0,0,1,0,0,1,0,0,1,1,0,0e+00,1.027414e+03,2.1482022e+02,3,49,23,36 +24532038,0e+00,17,7,2,1,0,0,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,2.62719e+03,4,5,8,5 +28622601,3.418e+03,41,1,4,1,0,0,1,0,0,0,0,0,0,0,1,0,0e+00,4.1844e+02,0e+00,0,99,0,0 +28626549,2.7537e+03,20,5,1,1,0,0,1,0,0,0,1,0,0,1,1,1,2.8492834e+01,1.1671667e+02,5.7072e+01,8,22,19,11 +28627977,1.2017e+04,36,6,3,0,0,0,0,0,1,0,0,1,0,1,1,1,7.704794e+01,6.7878643e+03,1.5881036e+02,29,24,29,30 +21800736,2.6065e+04,35,8,1,1,0,0,0,1,0,0,0,1,0,1,1,1,3.4438074e+03,3.9515007e+03,1.7223805e+02,30,28,21,130 +28612416,0e+00,14,3,1,0,0,0,0,0,1,0,1,0,0,1,0,0,0e+00,0e+00,4.784e+02,3,3,3,3 +19087880,3.13166e+04,33,3,1,1,0,0,0,0,0,0,1,0,0,0,1,1,1.1986315e+03,3.6851846e+03,0e+00,36,30,33,38 +21813136,8.60938e+04,55,8,1,0,0,0,0,0,0,0,0,1,0,1,1,1,1.9909695e+03,1.8495175e+03,3.0786493e+02,23,19,24,117 +14990547,2.39206e+04,32,2,5,1,0,1,0,0,0,0,0,0,0,1,0,1,6.5342314e+03,0e+00,2.193824e+02,58,64,63,7 +20448270,3.2469e+04,54,8,2,1,0,1,0,0,0,0,1,0,0,0,1,1,3.1784868e+03,5.3931924e+03,0e+00,14,20,117,24 +31357809,5.00273e+04,64,4,0,0,0,0,0,0,0,0,0,1,0,0,0,1,1.17093e+03,0e+00,0e+00,22,25,12,23 +31348816,5.64282e+04,40,0,0,1,1,0,0,0,0,0,1,0,0,0,1,0,0e+00,3.7908e+02,0e+00,0,0,96,3 +25897057,1.5139e+03,73,10,0,0,0,0,0,1,0,0,0,1,0,0,1,0,0e+00,1.239041e+03,0e+00,0,0,0,99 +24526008,1.009584e+05,48,6,2,0,0,0,0,0,0,0,1,0,0,1,0,1,1.0302731e+03,0e+00,3.6947968e+02,6,10,20,28 +21803344,1.55506e+04,74,7,1,1,0,1,0,0,0,0,0,1,0,1,1,1,3.8040836e+02,3.670871e+03,2.7909238e+02,43,20,55,76 +19086662,2.3611e+04,20,5,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0e+00,2.329e+02,2.5133555e+03,14,7,8,110 +27257660,2.4806e+04,31,3,3,0,0,0,1,0,0,0,0,1,0,1,0,1,4.8193345e+03,0e+00,1.8289196e+03,42,34,3,5 +14997994,8.932e+03,67,7,2,1,0,0,0,1,0,0,0,0,0,1,1,1,4.670992e+03,2.9786418e+03,5.3671265e+02,33,27,57,92 +24529554,2.40336e+04,50,8,2,1,0,0,0,0,0,1,1,0,0,0,1,1,2.2048752e+03,2.273536e+02,0e+00,40,16,36,19 +16351356,1.471e+03,80,10,3,1,0,0,0,0,1,0,0,0,1,1,0,1,1.3148195e+03,0e+00,4.4973328e+02,28,9,11,14 +28625079,0e+00,16,1,1,1,0,0,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +19081314,3.3726e+04,68,8,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +13634540,8.12e+03,66,6,1,1,0,0,0,1,0,0,0,0,0,1,1,1,4.456145e+03,2.919441e+03,4.977868e+02,33,27,57,92 +23164047,1.91246e+04,69,5,0,1,0,0,0,0,0,1,1,0,0,0,1,1,2.906399e+03,3.0542983e+03,0e+00,23,35,24,121 +20443185,0e+00,20,9,2,1,0,0,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,5.249802e+03,5,10,4,3 +17722497,5.75991e+04,49,6,3,0,0,0,0,0,1,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +20444535,1.126815e+05,63,10,2,1,0,0,1,0,0,0,0,0,0,1,0,1,1.3279466e+04,0e+00,1.6040114e+04,25,25,21,26 +23166512,1.44542e+04,47,3,0,1,0,0,0,0,0,0,1,0,0,1,1,1,6.6634705e+02,4.756633e+03,1.1041224e+03,25,22,28,22 +20437950,5.8875e+04,62,9,2,1,0,0,0,1,0,0,1,0,0,1,1,1,3.4703452e+03,8.0781196e+03,9.0063513e+02,21,15,116,25 +25892098,3.5692e+03,33,9,0,0,0,0,0,0,0,0,1,0,0,1,1,1,3.3958816e+03,8.110865e+03,9.381303e+02,17,19,17,18 +31340927,2.06448e+04,28,7,1,1,0,0,0,1,0,0,0,1,0,0,1,1,5.9129114e+02,1.4398279e+02,0e+00,13,25,26,119 +19087796,3.62166e+04,55,5,2,1,0,0,0,0,0,1,0,0,0,1,1,1,3.0105676e+02,9.037882e+03,9.4152045e+02,34,27,64,35 +20451570,3.966e+03,28,4,3,0,0,0,0,0,1,0,0,1,0,1,1,1,1.733615e+03,9.199872e+02,1.5551976e+02,30,20,112,18 +17713527,2.26213e+04,14,6,2,0,0,0,0,0,0,0,1,0,0,0,1,1,8.261635e+03,8.439028e+02,0e+00,0,0,42,143 +13625130,2.8058e+04,33,3,3,1,0,0,0,1,0,0,0,0,0,1,1,0,0e+00,2.068865e+03,9.441518e+02,44,6,7,7 +21801472,1.690624e+05,43,6,1,1,0,0,0,0,0,1,0,1,0,0,1,1,1.5127147e+03,2.513079e+03,0e+00,5,7,58,57 +28623903,4.3764e+03,43,3,2,0,0,0,0,0,0,0,0,1,0,1,1,1,4.7652e+02,2.5117188e+03,3.371176e+02,19,24,31,127 +16353324,4.5667e+03,33,3,6,1,0,1,0,0,0,0,0,0,0,1,0,1,2.800385e+03,0e+00,1.3016266e+02,58,64,63,7 +25905493,3.2399e+03,46,3,0,1,0,0,0,1,0,0,1,0,0,1,1,1,3.5177304e+02,8.841913e+03,5.37832e+02,28,7,20,86 +14997004,1.661e+04,39,9,2,1,0,0,0,0,0,0,0,1,0,0,1,1,5.2330117e+03,2.217386e+03,0e+00,0,11,78,85 +20441145,1.7919e+04,65,2,2,1,0,0,0,0,0,0,0,0,0,1,1,1,4.902762e+03,8.560271e+03,2.7405273e+03,67,5,100,9 +21803152,1.52048e+04,83,6,1,1,0,0,0,0,0,0,1,0,0,1,1,1,1.6528925e-01,6.8384233e+03,4.287353e+02,66,32,11,11 +20448840,1.35888e+05,55,2,2,0,0,1,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +17715178,0e+00,11,10,2,1,0,0,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +13634800,8.038e+03,23,2,1,1,0,0,0,0,0,0,1,0,0,0,1,0,0e+00,4.089126e+03,0e+00,0,0,6,93 +19080572,1.74286e+04,33,2,3,0,0,0,1,0,0,0,0,1,0,0,1,0,0e+00,1.398435e+03,0e+00,90,3,3,3 +13630790,2.5426e+04,47,7,2,1,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +31340950,4.09492e+04,21,0,1,0,0,0,0,1,0,0,0,1,0,1,0,1,3.7965518e+02,0e+00,2.6590826e+02,38,8,9,3 +29994470,5.0908e+03,93,13,0,1,0,0,0,0,0,0,0,1,0,1,0,1,5.055195e+02,0e+00,7.2828687e+03,26,22,14,7 +25893770,2.0773e+03,23,5,0,1,0,0,0,0,0,0,1,0,0,1,1,1,7.4837146e+02,1.3649879e+03,1.5141898e+02,9,20,14,113 +14993561,0e+00,16,8,2,0,0,0,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +20442150,0e+00,22,4,2,1,0,0,0,0,0,0,1,0,0,1,1,1,2.620769e+03,4.8603354e+03,6.586509e+02,29,39,41,45 +28632345,1.2428e+03,30,9,2,0,0,1,0,0,0,0,0,1,0,1,0,0,0e+00,0e+00,1.27429e+03,6,8,8,9 +28612584,0e+00,16,1,1,1,0,1,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +20439540,1.5375e+04,74,11,2,0,0,0,0,0,0,0,1,0,0,0,1,1,2.9519387e+03,4.5884697e+03,0e+00,17,37,56,48 +31353485,0e+00,17,2,0,0,0,0,0,0,0,0,1,0,0,1,1,1,1.4942143e+02,5.773114e+02,1.8186615e+02,28,5,3,104 +27254320,7.3522e+04,55,7,1,0,0,0,0,1,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +17716686,1.7875e+04,15,4,2,0,0,0,1,0,0,0,1,0,0,1,1,1,3.6557376e+02,1.6184113e+04,6.3410815e+02,44,12,16,111 +31340237,7.39496e+04,32,2,0,1,0,0,0,0,1,0,0,1,0,1,1,1,3.542589e+01,4.359076e+03,2.5004465e+02,8,37,30,37 +21809216,1.224158e+05,43,6,2,1,0,0,0,1,0,0,0,1,0,0,1,1,6.3313325e+03,2.0907646e+03,0e+00,45,36,42,16 +27261660,4.536e+04,64,6,0,0,0,0,0,0,0,0,1,0,0,1,1,1,1.7414325e+03,1.0518935e+04,1.5169102e+04,23,25,53,73 +29979334,1.28656e+04,88,8,0,1,0,0,0,0,0,0,1,0,0,1,1,1,0e+00,2.5021562e+03,1.0561957e+03,66,32,11,11 +13631530,0e+00,16,8,1,1,0,1,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +14995178,6.61144e+04,58,8,4,0,0,1,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +24525558,8.05356e+04,33,1,4,1,0,0,1,0,0,0,0,1,0,0,1,1,1.0582253e+03,6.139489e+03,0e+00,7,7,12,105 +23163843,1.23547e+04,23,4,0,0,0,0,0,0,0,0,1,0,0,0,1,1,2.6978943e+03,7.796721e+02,0e+00,0,0,42,143 +16351692,7.18e+02,31,10,3,1,0,0,0,0,0,1,1,0,0,1,1,1,3.0453876e+02,3.6949805e+03,5.5714043e+01,25,21,25,21 +21807920,1.17507e+05,59,12,3,0,0,0,0,0,0,0,0,1,0,1,1,1,1.1561866e+03,1.647206e+03,1.1803876e+03,20,127,24,22 +27262520,1.17498e+05,50,2,2,1,0,0,0,0,0,0,0,1,0,1,1,1,4.9080815e+03,4.2539297e+04,5.3678955e+03,24,113,24,11 +31346608,1.029434e+05,53,2,1,1,0,0,0,1,0,0,0,1,0,0,1,0,0e+00,6.54355e+03,0e+00,0,0,15,84 +13628750,8.681e+03,69,9,1,1,0,0,0,0,0,0,0,1,0,1,1,1,4.5313145e+03,3.4855725e+03,3.0149606e+02,15,17,26,100 +29995152,3.24918e+04,36,6,3,1,0,1,0,0,0,0,0,1,0,0,1,0,0e+00,2.84052e+02,0e+00,98,0,0,0 +16356984,7.6574e+03,35,5,3,0,0,0,0,0,1,0,1,0,0,0,1,1,7.1666394e+02,5.0471797e+03,0e+00,35,25,40,25 +21804208,5.51148e+04,50,3,2,1,0,1,0,0,0,0,0,1,0,0,1,1,4.9090908e+01,6.933382e+02,0e+00,48,53,6,3 +24538518,3.34746e+04,21,4,2,0,0,1,0,0,0,0,1,0,0,1,1,0,0e+00,2.1970522e+03,2.9292258e+03,5,37,55,42 +31343043,1.73282e+04,61,1,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +29975176,2.15644e+04,71,11,0,1,0,0,0,0,0,0,0,0,1,1,1,1,4.230783e+03,1.6248301e+03,3.6997748e+02,30,32,26,131 +31346654,2.86327e+04,32,1,2,0,0,0,1,0,0,0,0,1,0,0,1,0,0e+00,6.7712e+02,0e+00,90,3,3,3 +13630060,4.366e+03,62,2,1,1,0,0,0,0,1,0,0,1,0,1,1,1,1.4763937e+03,6.6126543e+03,1.3513286e+02,45,43,42,9 +21810656,6.79588e+04,65,8,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +16356672,5.128e+02,22,4,3,1,0,0,0,0,0,0,1,0,0,0,0,1,2.089146e+03,0e+00,0e+00,12,6,4,12 +25899451,1.9817e+03,31,7,0,1,0,0,0,1,0,0,1,0,0,0,1,1,1.8905492e+02,9.996087e+03,0e+00,48,54,13,6 +23168331,1.93851e+04,64,10,1,1,0,0,0,0,0,0,0,0,1,1,1,0,0e+00,1.2781861e+04,1.9468137e+02,5,4,7,107 +20438760,1.93275e+04,66,3,2,1,0,0,1,0,0,0,0,1,0,1,1,1,1.090566e+03,2.3976492e+02,2.564767e+03,37,11,105,6 +24542478,5.4027e+04,32,0,4,0,0,0,0,0,0,0,0,1,0,1,1,1,1.0190803e+03,2.697124e+02,2.7221713e+02,37,128,6,3 +21812000,1.033604e+05,57,10,3,0,0,1,0,0,0,0,0,1,0,0,1,0,0e+00,2.316257e+03,0e+00,0,0,0,99 +28626444,5.103e+03,48,8,1,0,0,0,0,1,0,0,1,0,0,1,1,1,6.2312854e+02,2.757831e+02,6.911871e+01,25,33,29,131 +29982590,1.62327e+05,48,7,3,0,0,1,0,0,0,0,0,0,0,0,0,1,4.242353e+03,0e+00,0e+00,7,12,9,9 +31359603,5.31484e+04,69,9,0,1,0,0,0,0,0,0,0,1,0,0,1,1,1.4590013e+03,2.4857788e+03,0e+00,20,22,63,73 +21815008,6.8744e+03,23,5,2,0,0,0,0,0,1,0,0,1,0,1,1,1,1.0730422e+03,3.866104e+02,1.0231102e+02,30,20,112,18 +31353853,1.022856e+05,47,6,0,1,0,1,0,0,0,0,1,0,0,0,0,1,1.93892e+03,0e+00,0e+00,8,10,9,7 +27265040,0e+00,16,3,0,1,0,1,0,0,0,0,1,0,0,1,1,1,2.7874001e+03,1.236663e+03,2.1223149e+02,12,16,57,58 +19080292,1.37872e+04,43,3,3,1,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +25904353,8.069e+02,60,7,1,1,0,0,0,0,0,0,0,1,0,1,1,1,1.3175309e+03,2.2091206e+03,2.4317009e+02,24,16,15,114 +20446125,1.884e+04,51,8,3,0,0,0,0,1,0,0,0,1,0,0,0,1,2.144334e+03,0e+00,0e+00,14,16,14,11 +17725292,1.33172e+04,48,5,2,1,0,0,0,0,0,0,1,0,0,0,1,1,1.7518289e+03,1.1754916e+04,0e+00,11,11,91,25 +25888203,0e+00,18,7,0,1,0,0,0,1,0,0,1,0,0,1,0,0,0e+00,0e+00,5.517874e+03,8,6,7,7 +25904885,0e+00,21,3,0,1,0,0,0,0,0,1,1,0,0,0,1,0,0e+00,1.2296696e+04,0e+00,81,6,6,6 +21808080,1.59744e+04,22,4,1,1,0,0,0,0,1,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +31358522,5.94987e+04,54,4,1,1,0,0,0,0,0,1,0,0,0,1,1,1,1.42835e+02,3.6085872e+03,3.2859882e+02,34,27,64,35 +24533874,3.72636e+04,32,0,3,1,0,0,0,0,0,0,0,0,1,1,1,0,0e+00,4.3990327e+03,1.9398862e+02,15,45,67,10 +16357608,4.1254e+03,42,9,5,0,0,1,0,0,0,0,0,1,0,0,1,0,0e+00,1.95696e+02,0e+00,1,7,12,2 +24528852,2.60244e+04,51,9,2,1,0,0,0,0,0,0,0,1,0,0,0,1,7.4858e+02,0e+00,0e+00,17,19,12,12 +20444085,7.09005e+04,59,6,3,0,0,0,0,1,0,0,0,0,0,1,1,1,6.2188633e+03,5.0172153e+03,2.0013947e+03,34,114,36,24 +20440785,3.57645e+04,64,11,3,1,0,0,1,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +13634870,0e+00,14,6,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +14995189,0e+00,18,3,2,0,0,1,0,0,0,0,1,0,0,1,1,1,1.1839908e+03,5.412647e+03,3.6860464e+02,14,23,28,18 +20445570,5.49075e+04,45,2,3,1,0,0,0,0,0,0,0,0,0,1,1,1,1.4123077e+03,2.3729844e+03,7.388313e+02,84,61,8,3 +31356038,3.58248e+04,46,6,0,1,0,1,0,0,0,0,1,0,0,1,1,1,5.392381e+01,2.6559106e+02,3.6779654e+02,19,25,22,102 +17719481,1.07341e+04,25,11,2,1,0,0,0,0,0,0,0,1,0,1,1,1,1.6641791e+02,1.1934829e+04,1.2082039e+03,18,4,8,104 +23175913,1.3703e+04,62,8,1,0,0,1,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +31356797,0e+00,14,6,0,1,0,1,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,8.0587e+02,13,10,7,14 +23169623,3.053e+03,29,4,0,1,0,1,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,1.320766e+03,3,3,3,3 +16359312,3.4486e+03,35,5,6,0,0,0,0,0,0,0,0,1,0,1,0,0,0e+00,0e+00,5.25333e+03,26,10,5,3 +24532776,3.30966e+04,20,3,2,0,0,1,0,0,0,0,1,0,0,1,1,0,0e+00,7.132131e+02,3.9837698e+02,12,9,8,110 +13633980,1.3811e+04,51,1,1,1,0,0,0,0,0,0,0,0,1,0,1,1,9.36e+02,4.17319e+03,0e+00,68,33,13,11 +19075602,1.082508e+05,37,7,3,0,0,0,0,1,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +13626710,2.2783e+04,26,5,1,1,0,0,0,0,0,0,1,0,0,1,0,1,1.8362903e+03,0e+00,4.1910596e+02,40,12,7,3 +27253420,4.5566e+04,25,6,0,1,0,0,0,0,0,0,1,0,0,1,0,1,2.897258e+03,0e+00,1.0383844e+03,40,12,7,3 +27250200,2.16e+04,89,11,0,1,0,0,0,0,0,0,0,1,0,0,1,0,0e+00,2.0984562e+04,0e+00,23,26,23,23 +16351116,2.4622e+03,33,3,3,0,0,0,0,1,0,0,1,0,0,0,1,1,6.245328e+02,3.0118206e+03,0e+00,35,125,11,3 +14988490,2.7126e+03,64,4,2,0,0,0,0,0,0,0,1,0,0,1,1,0,0e+00,8.919218e+03,5.5113086e+02,21,22,17,22 +21814240,3.37298e+04,50,3,3,0,0,0,0,1,0,0,0,1,0,1,1,1,5.0216843e+02,4.6070117e+03,3.3167453e+02,133,27,22,9 +29986880,8.53666e+04,46,6,2,0,0,0,0,1,0,0,0,1,0,1,0,1,7.0731816e+03,0e+00,4.9882596e+02,16,16,9,3 +25887652,1.8624e+03,71,8,0,1,0,0,0,0,0,0,0,0,1,1,1,1,2.7719023e+03,5.4882803e+03,2.0164973e+02,30,32,26,131 +25900933,2.0746e+03,78,5,0,0,0,0,1,0,0,0,0,1,0,0,0,1,6.398715e+03,0e+00,0e+00,25,21,16,17 +29994008,3.322e+04,42,12,0,1,0,0,0,0,0,0,0,1,0,0,1,1,7.851109e+03,2.3395498e+03,0e+00,0,11,78,85 +13629040,1.8891e+04,70,10,1,0,0,0,0,0,0,0,0,0,1,1,1,1,1.7525784e+03,1.6327391e+03,9.7091324e+01,44,39,34,42 +23169793,5.91394e+04,63,9,1,0,0,0,0,0,1,0,0,0,0,1,1,1,2.7940715e+03,6.485826e+02,1.1804066e+03,30,67,35,36 +23177545,1.6429e+03,93,9,0,1,0,0,0,0,0,0,0,1,0,1,0,1,4.7002695e+02,0e+00,2.6312688e+03,26,22,14,7 +31347367,1.915785e+05,58,8,1,0,0,0,0,0,1,0,0,0,0,1,1,1,9.216429e+02,6.713497e+02,5.6298395e+02,30,67,35,36 +27256200,0e+00,17,4,0,1,0,0,0,0,0,0,1,0,0,1,1,1,6.08178e+03,1.1333013e+04,1.00681885e+03,29,39,41,45 +14989348,0e+00,15,7,2,0,0,1,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,7.612712e+03,10,11,13,6 +17723212,1.92335e+04,32,9,3,1,0,1,0,0,0,0,0,0,0,0,1,0,0e+00,2.9649076e+04,0e+00,13,7,14,10 +14991119,5.45083e+04,55,5,3,1,0,0,0,0,0,0,0,1,0,1,1,1,2.253696e+03,7.980218e+03,2.50433e+03,33,16,63,56 +29991654,7.0202e+04,49,9,0,0,0,0,0,1,0,0,1,0,0,1,0,1,1.1657259e+04,0e+00,4.9415415e+03,34,35,30,20 +20448525,3.87405e+04,80,7,2,1,0,0,0,0,0,0,0,1,0,0,1,0,0e+00,1.3241802e+04,0e+00,0,0,0,99 +14993990,0e+00,18,3,2,1,0,0,0,0,1,0,1,0,0,1,1,0,0e+00,4.4244965e+02,2.5289507e+02,18,21,6,6 +24533172,7.79706e+04,32,0,5,1,0,1,0,0,0,0,0,1,0,0,1,1,4.1296e+02,4.0999014e+03,0e+00,112,18,10,3 +14990602,3.25369e+04,45,5,2,0,0,1,0,0,0,0,1,0,0,1,1,1,1.7334553e+03,3.106702e+02,1.9887273e+02,24,22,62,61 +16359072,1.90243e+04,53,3,3,0,0,1,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +25893276,1.29274e+04,53,10,0,0,0,0,0,0,0,0,1,0,0,1,1,1,1.2470236e+04,2.5837006e+04,4.1991626e+02,16,18,28,108 +19077926,8.3734e+03,75,5,1,1,0,1,0,0,0,0,0,1,0,1,1,1,6.824227e+02,1.9993131e+03,8.142361e+02,43,20,55,76 +25906006,6.344e+02,25,7,0,1,0,1,0,0,0,0,1,0,0,1,1,1,5.446235e+02,7.526889e+03,4.890372e+03,23,70,37,30 +17721782,1.08485e+04,15,7,2,1,0,1,0,0,0,0,1,0,0,0,1,0,0e+00,2.619089e+04,0e+00,0,0,0,99 +28619598,4.5066e+03,54,3,1,1,1,0,0,0,0,0,0,1,0,1,0,0,0e+00,0e+00,1.27351e+03,9,8,13,18 +24530328,3.35934e+04,41,9,5,0,0,0,0,0,0,0,0,1,0,1,1,0,0e+00,2.1954706e+02,1.2193306e+03,9,9,7,9 +28621299,9.03e+02,25,4,1,1,0,1,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,6.1258e+02,3,3,3,3 +16354944,6.1034e+03,38,8,6,0,0,0,0,1,0,0,0,1,0,0,1,1,1.2556832e+03,1.7281e+02,0e+00,9,10,10,106 +31348126,6.5734e+03,83,3,0,0,0,1,0,0,0,0,0,0,0,0,1,1,3.130077e+02,4.1981857e+02,0e+00,20,16,17,116 +21813216,1.97314e+05,40,3,1,0,0,1,0,0,0,0,0,0,1,1,1,1,3.1746033e-01,4.5965825e+03,4.8818796e+02,25,30,3,4 +13624840,1.0053e+04,43,3,1,1,0,0,0,0,0,0,1,0,0,1,1,1,1.2039476e+03,2.8559192e+03,1.7505546e+03,27,20,27,113 +27261540,0e+00,15,5,0,1,0,0,0,1,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +28616574,6.266e+03,37,7,3,1,0,0,0,0,0,0,0,1,0,0,1,1,9.420868e+02,2.532283e+03,0e+00,20,108,16,15 +23177800,3.49732e+04,54,10,0,1,0,0,0,1,0,0,0,1,0,1,1,1,3.5918442e+03,2.5071829e+03,2.2720718e+02,35,32,36,133 +25892117,2.2697e+03,65,2,0,1,0,0,0,0,0,0,0,0,0,1,1,1,2.9801106e+03,9.138002e+03,2.5017144e+03,67,5,100,9 +13627360,2.0358e+04,43,3,1,1,0,0,0,0,0,0,1,0,0,1,1,1,1.0932139e+03,7.546383e+03,1.7184794e+03,25,22,28,22 +25892668,2.3666e+03,36,3,2,0,0,0,1,0,0,0,0,1,0,0,1,0,0e+00,1.8666885e+04,0e+00,0,0,0,99 +21802448,8.22666e+04,47,10,3,1,0,0,0,0,1,0,0,1,0,0,1,1,2.952232e+02,2.1493777e+03,0e+00,30,2,0,99 +20443635,1.47849e+05,48,5,3,1,0,0,1,0,0,0,0,0,1,1,0,1,5.5382266e+03,0e+00,4.459497e+03,6,6,6,6 +27252360,1.6824e+05,57,9,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +16361844,0e+00,16,8,3,0,0,0,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +28632387,3.5809e+03,42,2,1,1,0,0,0,1,0,0,1,0,0,1,1,1,1.1120567e+02,2.0264247e+03,1.5432936e+02,28,7,20,86 +21815056,1.86394e+04,39,12,1,1,1,0,0,0,0,0,1,0,0,1,1,1,6.8703973e+02,2.894309e+02,1.5476799e+02,9,19,44,97 +25899337,1.0713e+04,40,4,2,0,0,0,1,0,0,0,0,0,0,0,1,1,4.0625247e+03,2.7512129e+04,0e+00,8,9,50,64 +29987936,6.3745e+04,59,9,2,0,0,0,0,0,1,0,0,1,0,1,1,1,2.0152249e+03,3.8324226e+03,2.3864724e+03,20,27,68,71 +27250320,5.8834e+04,33,5,3,0,0,0,0,0,0,0,0,0,0,0,1,1,2.4164863e+03,1.8574283e+04,0e+00,27,13,12,12 +20442375,1.5351e+04,23,5,2,1,0,1,0,0,0,0,1,0,0,1,1,1,1.5152881e+03,5.3237905e+03,1.5686165e+02,19,13,39,97 +25892611,5.2982e+03,39,5,0,1,0,1,0,0,0,0,1,0,0,0,0,1,1.714579e+03,0e+00,0e+00,13,17,12,0 +24538230,4.64886e+04,77,5,2,1,0,0,0,0,0,0,0,1,0,0,1,0,0e+00,4.07142e+03,0e+00,0,0,0,99 +25897703,1.5688e+03,34,10,0,1,0,0,0,0,0,0,0,1,0,1,1,1,2.3134328e+02,9.001036e+03,1.4490852e+03,18,4,8,104 +28614117,1.80716e+04,51,1,3,0,0,0,0,0,0,0,0,0,1,0,1,1,3.129385e+02,1.0658835e+03,0e+00,23,51,43,3 +17718987,3.82239e+04,32,9,4,0,0,1,0,0,0,0,0,0,0,0,1,1,6.5370317e+03,1.3500457e+04,0e+00,20,24,52,87 +31350173,0e+00,14,6,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +17713254,0e+00,11,10,2,0,0,1,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +24540930,4.1652e+03,90,8,2,1,0,0,0,0,0,0,0,1,0,1,0,1,5.2344727e+02,0e+00,1.0517356e+03,26,22,14,7 +31358177,3.6593e+03,25,4,0,0,0,1,0,0,0,0,1,0,0,0,1,1,2.5447596e+01,1.8257408e+03,0e+00,99,0,2,3 +14991548,1.63647e+04,35,5,5,1,0,0,1,0,0,0,0,1,0,0,1,1,2.1400847e+03,2.2872363e+03,0e+00,14,18,63,56 +24533676,0e+00,17,7,2,1,0,0,1,0,0,0,1,0,0,1,0,0,0e+00,0e+00,5.59744e+03,10,10,10,10 +23167974,9.7625e+03,24,2,0,0,0,0,1,0,0,0,1,0,0,1,1,1,5.1131146e+02,5.853183e+03,5.319038e+02,44,12,16,111 +14987291,2.29405e+04,38,8,4,1,0,0,0,1,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +29977706,3.42188e+04,78,8,0,0,0,0,0,0,1,0,0,1,0,1,1,0,0e+00,3.5827173e+02,2.941536e+02,5,3,3,57 +13630750,1.256e+04,47,7,2,0,0,0,0,1,0,0,0,1,0,0,0,1,1.87086e+03,0e+00,0e+00,14,16,14,11 +25889970,3.0142e+03,71,8,0,1,0,1,0,0,0,0,1,0,0,0,1,1,3.5919626e+03,9.061835e+03,0e+00,0,0,1,140 +13630710,1.565e+03,83,3,1,1,0,0,0,0,1,0,0,1,0,1,1,1,3.4757153e+02,3.3441619e+03,1.428516e+03,13,48,58,51 +28628103,3.4816e+03,36,6,3,0,0,0,0,0,0,0,0,1,0,1,1,1,3.589152e+02,2.071601e+03,1.0445754e+02,10,23,20,118 +19081636,1.74104e+04,30,9,1,0,0,1,0,0,0,0,1,0,0,0,1,1,7.0952954e+02,3.0360884e+03,0e+00,32,34,8,8 +23172853,6.3879e+03,28,3,2,0,0,0,0,0,1,0,0,1,0,0,1,0,0e+00,2.425765e+03,0e+00,0,0,0,99 +21803840,7.059e+03,61,4,1,0,0,0,0,0,0,0,0,1,0,1,1,1,2.2627957e+03,2.5200337e+03,2.6351734e+01,50,55,17,13 +17716543,1.04143e+04,78,5,2,1,0,0,0,0,0,0,0,1,0,0,1,1,1.189553e+03,9.711024e+03,0e+00,27,9,25,107 +21811712,2.49964e+04,65,8,1,1,0,0,0,1,0,0,0,1,0,0,0,1,1.02e+03,0e+00,0e+00,18,10,0,0 +13633450,5.4713e+04,56,6,2,1,1,0,0,0,0,0,0,1,0,0,1,1,5.22577e+03,7.663507e+03,0e+00,11,10,47,76 +28622181,1.156e+03,19,4,1,1,0,0,0,0,0,0,1,0,0,0,1,1,5.189643e+02,1.8872422e+03,0e+00,19,13,13,109 +23163656,0e+00,21,2,0,0,0,1,0,0,0,0,1,0,0,1,1,1,1.4615385e-01,3.7914333e+03,3.4624155e+02,91,23,6,9 +27261740,6.8e+03,18,5,0,1,0,0,0,0,0,0,1,0,0,0,1,1,1.8882201e+03,1.837771e+03,0e+00,8,6,34,83 +17721275,0e+00,12,4,2,1,0,1,0,0,0,0,1,0,0,0,1,1,7.460783e+03,1.1154998e+03,0e+00,29,18,19,121 +23177970,2.02478e+04,36,2,2,0,1,0,0,0,0,0,0,0,1,1,1,1,2.638889e-01,2.9734714e+03,6.1072766e+02,19,18,16,18 +23165883,1.6668e+04,24,5,0,0,0,0,0,0,1,0,1,0,0,0,1,1,7.7229944e+02,1.4038536e+03,0e+00,15,29,94,12 +23169980,0e+00,22,3,0,1,0,0,0,1,0,0,1,0,0,1,0,1,1.0081133e+02,0e+00,1.4078372e+03,12,13,12,11 +29984922,5.2998e+04,72,12,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +31340536,1.146849e+05,55,5,0,0,0,0,0,0,1,0,0,1,0,0,1,0,0e+00,6.95443e+03,0e+00,0,0,0,99 +20439195,1.05075e+04,82,9,2,1,0,0,0,0,1,0,0,0,1,1,0,1,3.163989e+03,0e+00,1.0693079e+03,28,9,11,14 +21804160,1.135966e+05,68,11,1,0,0,1,0,0,0,0,0,1,0,0,1,0,0e+00,1.8691498e+04,0e+00,11,17,14,15 +13628830,1.2403e+04,32,2,4,0,0,0,1,0,0,0,0,1,0,1,0,1,3.0545078e+03,0e+00,6.2156805e+02,42,34,3,5 +25902795,4.5089e+03,27,3,0,0,1,0,0,0,0,0,0,1,0,0,1,0,0e+00,1.51828e+03,0e+00,0,0,61,38 +14992274,1.21814e+04,54,4,3,1,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +27259580,2.5328e+04,55,7,1,1,0,0,1,0,0,0,0,0,0,0,1,0,0e+00,3.827677e+03,0e+00,0,0,0,99 +20442165,1.20165e+04,87,4,2,1,0,0,0,0,0,0,0,1,0,0,1,1,2.2157712e+03,4.9734204e+03,0e+00,27,9,25,107 +19079312,4.39418e+04,43,3,1,1,0,1,0,0,0,0,1,0,0,0,1,1,7.614286e+02,1.1295964e+04,0e+00,13,0,0,99 +21799760,5.8994e+04,25,7,1,1,0,0,0,1,0,0,1,0,0,0,1,1,8.401592e+02,4.1441516e+02,0e+00,90,50,18,13 +25891015,6.4752e+03,54,4,0,1,0,0,0,0,1,0,1,0,0,1,1,1,9.306031e+02,2.1767507e+03,1.043762e+03,20,27,14,104 +13629650,2.8402e+04,75,5,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +25890939,5.7426e+03,78,5,0,0,0,1,0,0,0,0,0,1,0,1,0,0,0e+00,0e+00,2.579804e+04,18,11,6,3 +13631330,1.2823e+04,67,7,1,1,0,0,0,0,0,0,1,0,0,1,1,1,4.9963966e+01,6.5134854e+03,1.7335476e+03,19,13,13,18 +20446035,1.74e+04,23,5,2,0,0,0,1,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +16355076,0e+00,18,10,3,0,0,0,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +28613844,3.015e+03,78,8,1,1,0,0,1,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +19075644,1.4035e+04,36,6,1,1,0,0,0,1,0,0,0,1,0,1,1,1,3.4470693e+03,1.9268721e+03,5.264474e+02,30,28,21,130 +19078542,1.86928e+04,49,9,1,1,0,0,0,0,0,1,1,0,0,0,1,1,6.3762812e+03,3.484808e+02,0e+00,40,16,36,19 +31351254,5.03907e+04,51,1,1,0,0,0,0,0,0,0,0,1,0,0,1,0,0e+00,2.99328e+03,0e+00,0,0,93,6 +14991845,2.90257e+04,58,8,3,0,0,0,0,1,0,0,0,1,0,1,0,1,3.1270908e+03,0e+00,4.0449768e+02,40,9,3,3 +27259660,0e+00,15,9,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +31357004,8.33957e+04,45,5,2,1,0,0,0,0,0,0,0,1,0,1,1,1,6.4614075e+02,2.860191e+03,4.7866095e+02,32,24,21,131 +29992710,5.22082e+04,27,6,0,0,1,0,0,0,0,0,0,1,0,0,1,0,0e+00,6.37252e+02,0e+00,0,0,61,38 +28620858,2.6143e+03,33,2,3,0,0,0,1,0,0,0,0,1,0,0,1,0,0e+00,5.5612e+02,0e+00,90,3,3,3 +27262840,8.1342e+04,30,2,2,0,0,0,1,0,0,0,0,0,1,1,1,1,4.4253716e+03,2.4436528e+03,4.1398904e+02,30,67,55,11 +27263820,5.2224e+04,36,8,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0e+00,4.474147e+03,0e+00,18,11,17,27 +17721639,1.073956e+05,52,9,3,0,0,0,1,0,0,0,0,1,0,1,1,0,0e+00,6.0761157e+03,6.8121777e+03,24,9,16,90 +24534648,4.37868e+04,62,0,2,1,0,0,0,0,0,0,0,1,0,0,1,1,4.4161075e+02,2.2984412e+03,0e+00,25,105,16,3 +27256480,1.38864e+05,58,10,2,1,0,1,0,0,0,0,0,1,0,0,1,1,2.6092135e+04,4.03254e+03,0e+00,12,12,10,113 +14994463,1.41053e+04,68,8,2,1,0,0,0,0,0,0,1,0,0,1,1,1,4.9963966e+01,6.7916396e+03,1.877861e+03,19,13,13,18 +24537906,2.83032e+04,43,1,2,1,0,1,0,0,0,0,1,0,0,0,1,1,7.188339e+02,1.6137671e+03,0e+00,19,16,70,72 +29993810,2.87914e+04,27,6,0,0,0,0,0,0,0,0,0,1,0,1,0,1,3.6524675e+03,0e+00,7.744874e+03,19,13,22,13 +23168348,0e+00,22,3,0,0,0,0,0,0,0,0,1,0,0,1,1,1,6.923978e+02,8.132266e+02,8.845516e+02,28,25,62,80 +16354140,1.54948e+04,46,5,6,0,0,1,0,0,0,0,0,0,0,0,0,1,4.471476e+03,0e+00,0e+00,7,12,9,9 +14996762,3.597e+04,55,5,3,1,0,0,0,0,1,0,0,0,0,1,1,1,3.1597507e+03,2.1323357e+02,1.8030354e+02,33,27,43,128 +19084450,0e+00,17,2,1,1,0,1,0,0,0,0,1,0,0,0,1,1,3.6515413e+03,2.8168042e+02,0e+00,29,18,19,121 +14997851,7.8859e+03,41,11,2,1,1,0,0,0,0,0,1,0,0,1,1,1,4.5323553e+02,5.3642126e+02,4.9103702e+02,9,19,44,97 +24524856,7.24536e+04,42,0,7,1,0,0,0,0,1,0,0,0,1,0,1,1,5.0458463e+02,4.417243e+03,0e+00,21,64,42,3 +21800816,6.0021e+04,27,9,1,1,0,0,0,0,0,0,1,0,0,0,1,0,0e+00,3.158427e+03,0e+00,75,4,0,0 +24528042,0e+00,15,5,2,1,0,1,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,1.98377e+03,8,9,8,8 +27261580,5.0852e+04,46,8,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +27255540,4.3492e+04,30,2,3,1,0,1,0,0,0,0,0,0,0,1,0,1,9.467968e+03,0e+00,7.064509e+02,58,64,63,7 +25896468,1.12189e+04,60,7,0,0,0,0,0,0,1,0,1,0,0,1,0,1,5.236336e+03,0e+00,2.1667996e+03,10,9,15,14 +23167770,0e+00,22,3,0,1,0,0,0,0,0,0,1,0,0,1,1,1,1.1022623e+03,2.0322917e+03,3.8497247e+02,29,39,41,45 +28626885,1.5441e+03,20,5,1,0,0,0,0,0,0,1,1,0,0,0,1,1,1.5076923e+02,3.0130522e+03,0e+00,16,2,17,82 +23179381,2.13483e+04,74,6,0,0,0,0,0,0,1,0,0,1,0,1,1,1,1.5966387e-01,1.0407421e+04,3.2992477e+02,0,31,36,51 +27263940,3.8176e+04,52,4,2,1,0,1,0,0,0,0,0,1,0,1,1,1,1.6168694e+03,1.148951e+04,3.9052576e+02,36,33,54,47 +31359902,7.6797e+03,20,5,0,1,0,1,0,0,0,0,1,0,0,1,1,1,2.00935e+02,1.741082e+03,1.2887621e+03,23,70,37,30 +19077436,0e+00,17,2,1,0,0,0,0,0,1,0,1,0,0,1,1,0,0e+00,4.5181714e+03,2.9693357e+01,0,0,103,12 +31349529,7.21717e+04,41,1,2,1,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +25897171,1.81612e+04,58,5,1,0,0,0,0,0,0,0,0,1,0,0,1,0,0e+00,8.58043e+04,0e+00,12,22,8,3 +19085514,2.60358e+04,20,5,1,0,0,1,0,0,0,0,1,0,0,1,1,0,0e+00,3.8388738e+03,7.9852734e+03,5,37,55,42 +13628550,2.289e+03,35,5,1,1,0,0,0,0,1,0,0,1,0,1,1,0,0e+00,3.9625017e+03,2.4879384e+02,11,29,50,40 +19083190,3.59534e+04,57,7,3,0,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +21811424,2.1697e+04,19,7,1,1,0,1,0,0,0,0,1,0,0,0,1,0,0e+00,1.3312148e+04,0e+00,0,0,0,99 +16355976,0e+00,20,5,3,1,0,0,0,0,0,0,1,0,0,0,1,0,0e+00,3.67734e+02,0e+00,18,18,16,5 +17719286,3.42732e+04,37,4,4,0,0,0,0,0,0,0,0,1,0,1,1,1,7.515505e+02,1.1179458e+03,2.269684e+02,16,17,15,13 +17713462,3.47919e+04,27,4,4,1,0,0,0,1,0,0,0,1,0,0,0,1,2.899e+03,0e+00,0e+00,31,35,8,0 +17713033,2.90706e+04,59,6,2,0,0,0,1,0,0,0,0,1,0,0,0,1,4.669531e+03,0e+00,0e+00,22,22,3,1 +31347735,3.19723e+04,76,6,0,1,0,0,0,1,0,0,0,1,0,1,1,1,2.2524529e+02,4.2390057e+02,3.1124905e+02,10,16,67,66 +27256520,0e+00,15,2,0,1,0,1,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,3.974201e+03,15,3,3,3 +21807392,7.4308e+03,83,6,1,0,0,1,0,0,0,0,0,0,0,0,1,1,3.185559e+02,7.490123e+02,0e+00,20,16,17,116 +23169368,1.34126e+04,74,10,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1.0782578e+03,1.0815582e+03,6.3682262e+01,44,39,34,42 +24527754,5.69538e+04,49,7,4,1,0,0,0,0,1,0,0,1,0,0,1,1,3.1867358e+02,1.2999304e+03,0e+00,30,2,0,99 +24527142,5.78736e+04,34,2,2,1,0,0,0,0,1,0,0,1,0,1,1,1,3.5559822e+01,4.372335e+03,2.5165178e+02,8,37,30,37 +25898748,1.2937e+03,65,2,0,1,1,0,0,0,0,0,1,0,0,1,1,0,0e+00,6.949644e+02,5.2666876e+02,9,13,40,65 +28632093,1.381e+03,46,6,1,0,0,0,0,0,0,0,1,0,0,0,1,1,9.225897e+01,3.060489e+03,0e+00,35,18,13,31 +23164506,5.97252e+04,62,8,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +16354332,0e+00,16,8,3,1,0,1,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +17724018,1.56429e+04,81,8,2,0,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +23172241,8.3929e+03,34,9,0,0,0,1,0,0,0,0,0,1,0,0,1,0,0e+00,3.21352e+03,0e+00,0,0,0,99 +13626140,1.804e+04,28,7,3,1,0,0,0,1,0,0,0,1,0,1,0,0,0e+00,0e+00,7.17352e+03,31,3,3,3 +20448630,6.6465e+03,67,4,2,0,0,0,0,0,0,0,0,0,1,0,1,0,0e+00,5.639283e+03,0e+00,0,0,3,96 +17722861,1.21563e+04,42,9,2,1,1,0,0,0,0,0,1,0,0,0,1,1,1.558772e+03,1.4446938e+03,0e+00,6,15,9,113 +24536970,2.75418e+04,71,7,2,0,0,0,0,0,0,0,0,1,0,1,1,1,2.8185886e+02,1.3071726e+03,5.2841396e+01,18,17,31,120 +25896050,2.2676e+03,65,2,0,1,0,0,0,0,0,0,0,1,0,1,1,1,2.0478851e+02,3.3617485e+01,4.3999834e+03,19,8,7,3 +19079074,1.10796e+04,82,2,1,1,0,0,0,1,0,0,0,1,0,1,1,1,1.4010465e+03,3.7565913e+03,4.640541e+02,31,24,24,114 +24537222,3.48012e+04,44,2,4,1,0,0,1,0,0,0,0,0,0,0,1,0,0e+00,2.76147e+03,0e+00,0,35,22,42 +14993792,8.2445e+03,90,10,2,0,0,0,0,0,1,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +25898311,2.204e+03,23,5,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +13625940,6.9205e+04,54,4,3,0,0,0,0,0,1,0,0,1,0,1,1,1,5.1337603e+03,2.4303904e+04,6.677082e+03,6,71,75,39 +23175097,2.14541e+04,51,7,0,1,0,0,0,0,1,0,1,0,0,1,1,1,1.4584047e+03,2.5425446e+02,1.1764949e+03,33,29,25,129 +25890008,9.474e+03,60,7,0,0,0,0,0,0,1,0,0,1,0,0,1,0,0e+00,3.0785023e+04,0e+00,0,0,0,99 +24532884,0e+00,18,1,2,0,0,0,0,0,1,0,1,0,0,0,1,1,7.6772516e+02,1.9505977e+03,0e+00,18,17,43,85 +23175930,0e+00,20,1,0,1,0,1,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,1.0291247e+04,18,8,3,3 +21812192,1.290406e+05,54,7,2,1,0,0,0,0,0,0,0,1,0,1,1,0,0e+00,1.2141436e+03,2.9997988e+03,10,9,5,108 +13629610,5.505e+03,19,4,1,1,0,0,0,0,0,0,1,0,0,0,1,1,1.928175e+03,4.301709e+03,0e+00,19,13,13,109 +25894986,1.1313e+04,62,9,0,0,0,0,0,1,0,0,1,0,0,1,0,1,6.831143e+03,0e+00,4.595856e+03,6,4,4,48 +21806896,1.032304e+05,53,6,2,1,0,1,0,0,0,0,0,1,0,0,1,0,0e+00,1.8068543e+04,0e+00,0,0,0,99 +19083106,3.55964e+04,47,7,2,1,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +14988875,3.31815e+04,39,9,5,0,0,0,0,0,0,0,0,1,0,0,1,1,6.1374634e+03,1.2931545e+03,0e+00,10,7,18,28 +29983536,1.237852e+05,49,9,5,0,0,0,0,0,0,0,0,0,1,0,1,1,3.7350027e+04,1.9733982e+04,0e+00,25,29,27,127 +29992996,1.70522e+04,46,6,2,1,0,0,0,0,1,0,0,0,0,0,1,0,0e+00,9.26922e+02,0e+00,0,24,58,17 +27253380,0e+00,13,7,0,1,0,1,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,1.3226375e+04,8,9,8,8 +27254600,2.5976e+04,37,9,3,1,0,0,0,0,0,0,0,0,0,0,1,1,4.9534883e+03,1.2929177e+03,0e+00,18,12,0,99 +28622391,6.5184e+03,61,1,1,1,0,0,0,0,0,0,0,1,0,0,1,1,3.6744186e+02,2.710052e+03,0e+00,21,90,12,6 +21814160,6.0164e+03,88,11,1,1,0,0,0,0,0,0,0,1,0,1,0,1,1.4356604e+03,0e+00,1.4846937e+03,26,22,14,7 +31342698,3.25243e+04,18,3,0,0,0,0,0,0,0,0,1,0,0,0,1,1,8.7872925e+02,2.0398846e+02,0e+00,13,9,109,12 +23166138,1.02652e+04,54,10,0,1,0,0,0,0,0,0,0,1,0,0,0,1,1.611889e+03,0e+00,0e+00,17,19,12,12 +24539904,3.32388e+04,33,1,4,0,0,0,0,0,0,0,0,0,1,1,1,1,9.1549355e+01,6.183581e+02,3.4476355e+02,40,27,14,12 +16351488,6.0621e+03,80,10,3,1,0,0,0,0,1,0,0,1,0,1,0,1,2.416876e+03,0e+00,9.000108e+02,25,16,15,19 +31354543,6.94991e+04,46,6,0,1,0,0,0,0,1,0,1,0,0,1,1,1,5.643912e+02,2.7415668e+02,4.4047052e+02,33,29,25,129 +17723732,1.963e+04,33,10,2,1,0,0,0,0,0,0,0,1,0,0,1,1,6.4070083e+03,4.842973e+03,0e+00,0,11,78,85 +13633080,2.7155e+04,23,2,2,0,0,0,0,1,0,0,0,1,0,1,1,1,3.6112344e+03,6.784605e+03,2.6155193e+03,9,10,13,37 +17720846,5.28723e+04,26,3,4,0,0,0,1,0,0,0,0,0,1,1,1,1,1.3899406e+03,2.1332205e+03,2.4544101e+02,30,67,55,11 +28618149,5.8558e+03,35,4,1,1,0,1,0,0,0,0,1,0,0,0,0,1,5.3309e+02,0e+00,0e+00,13,17,12,0 +21802624,7.97576e+04,46,7,6,0,0,1,0,0,0,0,0,0,0,0,1,1,2.9175043e+02,1.1312616e+04,0e+00,16,53,30,37 +17723082,1.47875e+04,22,8,3,0,0,0,0,0,1,0,0,1,0,0,1,1,6.052573e+03,8.052992e+03,0e+00,17,31,45,70 +23167311,1.14793e+04,54,10,0,0,0,0,0,0,1,0,1,0,0,1,1,0,0e+00,2.511027e+03,4.6463733e+02,5,7,6,104 +24531426,1.45584e+04,86,4,2,0,0,0,0,0,0,0,1,0,0,1,1,1,1.520791e+02,1.2436944e+02,1.3032536e+02,19,21,17,122 +25905531,5.7504e+03,39,6,0,1,0,1,0,0,0,0,1,0,0,0,1,1,2.1310557e+03,4.259246e+03,0e+00,18,110,10,10 +24540390,2.35566e+04,24,1,2,0,0,0,0,0,0,0,0,1,0,1,0,1,2.0039833e+03,0e+00,1.5132799e+03,19,13,22,13 +27269080,1.624e+04,65,7,0,1,0,0,0,1,0,0,0,0,0,1,1,1,1.1218744e+04,9.234324e+03,9.0835986e+02,33,27,57,92 +13629120,2.9064e+04,36,6,4,0,0,0,0,1,0,0,0,1,0,0,1,1,2.458165e+03,2.84559e+02,0e+00,9,10,10,106 +16353888,1.45807e+04,61,11,5,1,0,1,0,0,0,0,0,1,0,0,1,1,4.8089023e+03,7.036071e+02,0e+00,12,12,10,113 +24529752,4.67514e+04,59,7,3,0,0,1,0,0,0,0,0,1,0,0,1,0,0e+00,1.12288e+03,0e+00,0,29,39,31 +16355196,4.1628e+03,58,8,4,0,0,0,0,0,0,0,0,1,0,1,1,1,7.152824e+02,3.657029e+02,4.6758522e+01,15,22,58,66 +19087390,3.2396e+03,89,9,1,1,0,0,0,0,0,0,0,1,0,1,0,1,6.433885e+02,0e+00,3.486327e+03,26,22,14,7 +17716621,1.07367e+04,25,11,4,0,0,0,0,0,0,0,0,0,0,1,1,1,7.615911e+02,1.0924368e+03,4.6533582e+02,16,43,50,56 +23172020,3.44201e+04,51,7,5,0,0,0,0,1,0,0,0,1,0,1,1,1,1.648938e+03,5.3107715e+03,7.328458e+02,13,9,66,60 +20450100,0e+00,18,7,2,0,0,1,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +23164285,1.20395e+04,39,5,0,1,0,0,0,0,0,0,0,1,0,1,1,1,9.3346857e+02,1.9803761e+02,2.3715533e+02,30,30,41,26 +28629489,3.5108e+03,24,3,2,1,0,0,0,1,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +23176746,0e+00,18,6,0,1,0,1,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,2.405638e+03,6,5,8,7 +29979378,5.16472e+04,24,9,0,0,0,0,0,0,1,0,1,0,0,0,1,1,2.1534824e+03,3.7856003e+03,0e+00,15,29,94,12 +17714606,5.9852e+03,61,8,2,1,0,0,0,1,0,0,0,1,0,0,1,0,0e+00,1.648164e+04,0e+00,0,0,45,54 +25902168,4.324e+03,35,2,2,1,0,1,0,0,0,0,0,1,0,1,1,1,7.959607e+02,1.212998e+03,6.350206e+02,108,66,6,6 +16349772,4.3796e+03,39,9,5,1,0,0,0,1,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +27267740,8.494e+03,55,7,1,1,0,0,0,0,0,0,0,1,0,1,1,1,2.4645532e+03,4.706456e+03,4.31177e+02,24,16,15,114 +20439795,4.74615e+04,52,9,4,1,0,0,0,0,1,0,0,1,0,0,1,1,1.4807223e+03,5.1288477e+03,0e+00,30,2,0,99 +17716413,1.62305e+04,20,6,4,0,0,0,0,0,0,0,0,0,0,0,1,1,4.960986e+02,1.9466144e+03,0e+00,86,7,7,11 +25893903,4.2412e+03,55,2,0,0,1,0,0,0,0,0,0,1,0,1,1,1,3.897143e+02,1.0069971e+04,4.3864392e+02,92,27,12,9 +31359166,3.315611e+05,58,5,0,0,0,0,0,0,1,0,0,1,0,0,1,0,0e+00,9.7866e+02,0e+00,0,0,10,89 +17722211,2.55918e+04,60,7,2,1,0,0,0,0,0,1,0,1,0,1,1,1,2.2981929e+03,1.214166e+03,4.7636832e+02,22,18,32,129 +21815744,2.66344e+04,52,5,1,1,0,0,0,0,0,0,1,0,0,0,1,1,8.805553e+02,5.965874e+03,0e+00,11,11,91,25 +31355256,5.23434e+04,30,0,2,1,0,1,0,0,0,0,0,1,0,1,1,1,2.8228302e+02,3.5565485e+02,2.1046022e+02,108,66,6,6 +27269120,0e+00,17,4,0,1,0,0,0,0,0,0,1,0,0,0,1,0,0e+00,8.245825e+03,0e+00,26,11,14,10 +28618191,5.1122e+03,33,3,3,1,0,0,1,0,0,0,0,1,0,1,1,1,8.225953e+02,1.3011626e+02,4.7348703e+02,52,19,15,130 +17724369,1.18898e+04,76,3,2,0,0,0,0,0,0,0,0,0,0,0,1,0,0e+00,1.158733e+03,0e+00,19,67,13,0 +13629370,4.6461e+04,53,3,2,0,0,0,0,0,1,0,0,1,0,0,1,1,9.1412146e+02,1.5491798e+03,0e+00,5,11,10,113 +13625620,6.3532e+04,47,7,1,1,0,1,0,0,0,0,1,0,0,1,1,1,6.9533135e+03,2.3880951e+04,4.370166e+03,135,19,6,6 +20451795,1.9092e+04,40,4,2,0,0,0,0,0,0,0,1,0,0,0,1,0,0e+00,5.85819e+02,0e+00,0,4,1,11 +13628300,1.0933e+04,19,4,1,1,0,0,0,0,0,0,1,0,0,1,1,1,3.8274222e+02,1.6461022e+03,7.852975e+01,9,20,14,113 +17715399,5.31674e+04,35,11,3,0,0,0,0,1,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +25894340,0e+00,20,9,0,1,0,1,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,1.6573703e+04,10,11,10,9 +21807264,1.126242e+05,30,3,4,1,0,1,0,0,0,0,0,1,0,0,1,1,3.8342154e+02,1.2035831e+04,0e+00,112,18,10,3 +17717336,2.22287e+04,43,10,4,1,0,1,0,0,0,0,0,0,1,0,0,1,4.013701e+03,0e+00,0e+00,16,14,19,19 +24539778,5.96034e+04,57,5,2,0,0,0,0,0,0,0,0,1,0,1,1,1,8.723672e+02,1.6632758e+03,2.5540524e+02,23,19,24,117 +25902738,9.6338e+03,60,7,1,0,0,1,0,0,0,0,0,1,0,0,1,1,7.791255e+02,3.3498195e+04,0e+00,0,0,26,84 +14995563,4.11818e+04,64,4,2,0,0,0,0,1,0,0,0,1,0,1,1,0,0e+00,9.793066e+03,2.4232518e+02,23,70,7,16 +24537744,4.8618e+03,72,0,2,1,0,0,1,0,0,0,0,1,0,1,1,0,0e+00,1.9654704e+02,3.9144748e+02,20,14,102,3 +17720417,1.16961e+04,19,5,4,0,0,0,0,0,1,0,0,1,0,0,1,0,0e+00,1.3991548e+04,0e+00,0,0,0,99 +27269040,4.1852e+04,70,2,0,0,0,0,0,1,0,0,0,0,0,1,1,0,0e+00,3.7740837e+03,8.643549e+03,31,3,51,54 +27262760,2.6274e+04,72,4,0,1,0,0,0,0,1,0,0,1,0,1,1,1,2.1128425e+03,4.7403906e+02,1.4114235e+03,22,46,54,50 +16358088,4.4906e+03,61,10,4,1,0,1,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +23176967,0e+00,20,8,0,1,0,0,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,8.94541e+02,0,0,1,3 +20441130,2.81775e+04,33,9,2,0,0,0,0,0,0,0,1,0,0,1,1,1,2.0526128e+03,8.257893e+03,1.3718259e+03,17,19,17,18 +31357786,3.10431e+04,61,1,0,1,0,0,0,0,0,0,0,1,0,1,1,1,2.4928302e+02,2.702208e+03,7.267019e+01,16,12,114,17 +14994804,2.673e+04,49,9,2,0,0,0,0,1,0,0,1,0,0,1,1,1,2.5523662e+03,9.6648615e+02,2.6916754e+02,25,33,29,131 +21814032,1.42688e+04,33,6,4,1,0,1,0,0,0,0,0,1,0,1,1,1,6.452279e+02,4.546152e+03,4.9147354e+02,20,47,90,31 +25902662,1.06962e+04,43,10,2,0,0,0,1,0,0,0,0,1,0,0,1,0,0e+00,3.409816e+04,0e+00,0,0,0,99 +21803184,6.10376e+04,19,7,1,0,0,0,0,0,1,0,1,0,0,0,1,1,3.9703262e+02,9.138142e+02,0e+00,15,29,94,12 +27264180,6.5478e+04,59,11,0,1,0,0,0,0,0,0,1,0,0,1,1,1,4.1598916e+03,2.311681e+03,2.9770962e+03,7,37,49,70 +25898216,0e+00,18,7,0,1,0,0,0,1,0,0,1,0,0,1,0,0,0e+00,0e+00,4.413758e+03,10,14,5,3 +25889875,5.7314e+03,42,9,3,0,0,0,0,0,0,0,0,1,0,0,1,1,1.0565409e+04,1.4071593e+03,0e+00,10,7,18,28 +21808608,9.5173e+04,40,3,2,1,0,0,0,0,0,0,0,0,0,1,1,1,2.8e+02,1.3227701e+03,3.3046603e+02,84,61,8,3 +13634020,2.4368e+04,64,4,1,1,0,0,0,1,0,0,1,0,0,0,1,1,2.0477539e+03,4.5880137e+03,0e+00,9,10,42,75 +23173295,1.30285e+04,43,6,2,1,0,1,0,0,0,0,0,1,0,1,0,1,3.3800437e+03,0e+00,3.0941904e+02,10,9,10,7 +23163231,5.48986e+04,41,7,2,0,0,0,0,1,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +23174689,1.1164e+04,46,2,0,1,0,1,0,0,0,0,1,0,0,0,1,1,1.5498362e+03,1.6893387e+03,0e+00,19,16,70,72 +13632420,4.431e+03,63,3,1,0,0,0,0,0,0,0,0,0,1,0,1,0,0e+00,4.821649e+03,0e+00,0,0,3,96 +20440020,0e+00,18,7,2,0,0,1,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,8.077974e+03,10,11,13,6 +25888811,1.1647e+04,55,2,2,0,0,0,0,0,0,0,0,1,0,0,1,1,6.287874e+03,3.3643652e+03,0e+00,28,0,96,3 +31359557,2.74712e+04,40,0,1,0,0,0,0,0,0,0,0,1,0,0,0,1,3.101e+03,0e+00,0e+00,29,0,0,0 +20451585,6.276e+03,32,8,3,1,0,0,0,0,1,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +21809264,6.61076e+04,46,9,2,1,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +16354788,9.1802e+03,36,6,5,1,0,0,1,0,0,0,0,1,0,1,0,0,0e+00,0e+00,5.953833e+03,3,3,3,3 +14998236,1.09076e+04,35,5,4,1,0,0,0,0,0,1,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +14993176,4.54487e+04,56,6,3,0,0,1,0,0,0,0,0,1,0,0,0,1,8.314036e+03,0e+00,0e+00,17,17,20,15 +16350876,8.5676e+03,39,9,5,0,0,0,0,1,0,0,0,1,0,1,1,0,0e+00,6.0866816e+03,9.983759e+03,9,10,14,106 +29979862,1.71094e+04,23,8,0,1,0,1,0,0,0,0,1,0,0,1,0,1,5.005e+03,0e+00,2.8028925e+02,46,5,5,4 +16360332,5.4617e+03,37,7,5,1,0,0,0,0,0,0,0,0,0,1,1,1,5.450406e+02,2.790699e+03,5.704739e+01,11,10,16,120 +17717622,7.74046e+04,53,10,2,0,0,0,0,1,0,0,1,0,0,1,0,1,7.269958e+03,0e+00,5.9090435e+03,6,4,4,48 +29978190,1.258268e+05,36,6,3,0,0,1,0,0,0,0,0,0,0,0,1,1,6.825771e+02,8.296349e+03,0e+00,0,8,16,113 +27266760,0e+00,13,7,0,1,0,1,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,6.81948e+03,6,5,8,7 +16352220,7.1568e+03,52,5,3,1,0,0,0,0,1,0,1,0,0,1,1,1,6.3040857e+02,9.752868e+02,6.131441e+02,20,27,14,104 +28612458,2.0683e+03,61,1,1,1,0,0,0,1,0,0,0,1,0,1,1,0,0e+00,3.192248e+02,7.9328e+02,23,12,20,14 +31349161,5.16051e+04,64,4,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +28615524,7.079e+02,20,5,1,1,0,0,0,1,0,0,1,0,0,1,1,1,2.0324348e+02,3.5227304e+02,4.2243477e+01,24,8,19,18 +20444220,4.3296e+04,64,11,3,0,0,1,0,0,0,0,0,0,0,0,1,1,2.546857e+03,8.70641e+03,0e+00,11,9,39,87 +14989073,6.9916e+03,20,5,2,1,0,0,0,1,0,0,1,0,0,1,1,1,1.3704971e+03,9.992105e+03,4.8006174e+02,13,23,25,34 +20443200,0e+00,18,7,2,0,0,0,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,3.438594e+03,9,7,21,14 +19077226,0e+00,15,7,1,0,0,0,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,2.101656e+03,27,12,12,3 +28630875,2.3108e+03,73,3,1,1,0,0,0,0,0,0,0,1,0,0,1,0,0e+00,4.3463e+02,0e+00,0,0,0,99 +27258840,3.433e+04,38,8,2,0,0,0,0,0,1,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +21801920,7.7987e+04,31,4,1,0,0,0,0,0,1,0,0,1,0,0,1,0,0e+00,1.3387107e+04,0e+00,0,0,0,99 +27267040,1.1544e+04,18,5,0,0,0,0,0,0,1,0,1,0,0,1,1,1,3.7171306e+03,8.000392e+03,4.732229e+03,125,16,20,24 +14988017,3.34543e+04,39,5,2,0,0,0,0,1,0,0,0,1,0,0,0,1,4.667348e+03,0e+00,0e+00,26,22,17,0 +31343733,5.59912e+04,32,2,2,1,0,0,1,0,0,0,0,1,0,1,1,1,8.6572955e+02,1.8557458e+02,4.9589444e+02,52,19,15,130 +23172428,2.47016e+04,57,3,2,1,0,0,0,0,0,0,0,1,0,0,1,1,7.3586084e+02,8.962279e+03,0e+00,15,94,3,3 +14995794,1.46487e+04,21,6,2,1,0,0,1,0,0,0,1,0,0,1,1,1,7.37098e+02,2.5642847e+03,6.2675757e+02,12,16,14,111 +28616868,3.2017e+03,30,5,1,0,0,0,0,1,0,0,1,0,0,1,1,1,2.583031e+02,3.310843e+02,2.0132502e+03,23,18,17,117 +14993132,8.56823e+04,37,4,2,0,0,0,0,1,0,0,1,0,0,1,1,0,0e+00,1.9149535e+03,3.526933e+02,3,49,23,36 +24542190,6.74478e+04,57,5,3,1,0,0,0,0,0,0,0,1,0,1,0,1,3.49275e+03,0e+00,2.1303578e+02,29,3,3,3 +16357032,0e+00,19,4,3,1,0,0,0,0,0,0,1,0,0,1,0,1,1.8124839e+03,0e+00,1.1691014e+03,15,18,11,10 +29977332,8.04892e+04,56,6,0,1,1,0,0,0,0,0,1,0,0,0,1,1,4.00712e+03,1.1330919e+04,0e+00,112,24,15,3 +23175318,9.4551e+03,24,5,0,1,0,0,1,0,0,0,1,0,0,1,1,1,4.001306e+02,1.594711e+03,3.7888434e+02,12,16,14,111 +23168195,6.4603e+03,33,8,0,0,0,0,0,0,0,0,1,0,0,1,1,1,1.03282295e+02,2.791045e+02,2.301281e+03,19,8,11,6 +27254560,6.413e+04,48,10,1,0,0,0,0,1,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +20440800,2.8209e+04,24,6,2,0,0,0,1,0,0,0,1,0,0,1,1,1,1.1834254e+03,2.1909116e+03,2.0783809e+03,146,21,7,7 +19082616,2.2253e+04,47,7,2,1,0,0,0,0,0,0,0,1,0,0,0,1,2.355048e+03,0e+00,0e+00,16,14,8,9 +13634790,3.2728e+04,54,4,1,0,0,0,0,1,0,0,0,0,1,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +23174910,4.2174e+03,33,4,1,1,0,0,0,0,0,0,0,1,0,0,1,0,0e+00,4.348388e+03,0e+00,0,39,54,6 +17725227,4.25464e+04,49,6,2,0,0,0,0,1,0,0,0,0,1,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +16351644,5.0343e+03,48,8,3,1,0,0,0,0,0,0,1,0,0,1,1,1,4.55e+02,3.676262e+02,6.7456726e+01,13,105,22,4 +29979818,5.24546e+04,64,14,1,1,0,0,1,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +19081230,1.94614e+04,77,7,1,1,0,0,0,1,0,0,0,1,0,1,1,1,6.231703e+02,1.1360792e+03,1.030944e+03,10,16,67,66 +20438190,1.50375e+04,40,7,2,1,0,0,0,1,0,0,0,1,0,1,1,1,5.189536e+03,3.603312e+03,6.6921686e+02,30,28,21,130 +19076904,1.435e+04,70,10,1,0,0,0,0,0,0,0,1,0,0,0,1,1,2.0741653e+03,2.3965532e+03,0e+00,17,37,56,48 +29992468,6.49792e+04,48,8,0,1,0,1,0,0,0,0,0,1,0,1,0,1,1.7612932e+04,0e+00,3.006176e+03,22,3,3,3 +20449320,6.1596e+04,60,7,3,1,0,1,0,0,0,0,0,1,0,1,1,1,4.0979883e+03,4.9143555e+03,7.111276e+02,29,18,71,60 +29996626,2.03962e+04,33,11,0,0,0,0,0,0,0,0,0,1,0,0,1,1,4.4366377e+03,2.1561914e+03,0e+00,22,18,17,119 +14992648,1.8821e+04,70,10,2,1,0,0,0,0,1,0,1,0,0,1,1,0,0e+00,1.0969799e+03,8.0871936e+02,10,5,9,100 +20449995,2.52975e+04,24,6,2,1,0,0,0,0,0,0,1,0,0,1,1,0,0e+00,4.4054715e+02,3.3154143e+03,14,7,8,110 +27258360,3.4348e+04,81,3,0,0,0,1,0,0,0,0,0,1,0,1,1,1,2.4140964e+03,1.7600844e+03,5.9938806e+02,22,13,15,115 +17718493,7.1565e+03,14,6,2,1,0,0,0,0,0,0,1,0,0,0,1,1,1.8271107e+03,1.0561305e+04,0e+00,19,13,13,109 +28622559,2.6594e+03,56,6,2,1,0,0,1,0,0,0,0,0,0,0,1,0,0e+00,5.2627e+02,0e+00,0,0,0,99 +19085962,3.2193e+04,22,1,1,1,0,0,0,1,0,0,1,0,0,1,1,1,8.897279e+02,1.6600482e+02,3.1499157e+01,25,42,77,3 +27268180,1.8758e+04,69,11,0,1,0,0,0,1,0,0,0,1,0,0,0,1,7.884008e+03,0e+00,0e+00,7,11,14,8 +24537942,3.24648e+04,38,6,4,1,0,0,0,1,0,0,0,1,0,0,1,1,5.3247284e+02,2.6811855e+03,0e+00,18,14,17,115 +16350300,1.323e+03,80,10,3,1,0,0,1,0,0,0,1,0,0,1,1,1,2.3624382e+03,2.132548e+02,1.6522879e+02,34,29,34,139 +28619430,2.2959e+03,19,4,1,1,0,0,0,0,0,0,1,0,0,1,1,1,1.6807013e+02,3.9493384e+02,3.250769e+01,9,20,14,113 +27250480,0e+00,15,9,0,1,0,1,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,5.41404e+03,6,8,4,8 +21800128,2.54852e+04,66,9,1,1,0,0,0,0,0,0,0,0,1,1,1,1,1.43381e+03,3.7512998e+03,9.827581e+01,30,32,26,131 +31357073,0e+00,15,7,0,1,0,0,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,5.2754e+02,0,0,1,3 +27251260,2.9422e+04,73,5,0,0,0,0,1,0,0,0,0,1,0,0,1,1,1.5214286e+03,8.298955e+03,0e+00,17,10,0,99 +16356132,1.89521e+04,58,8,3,0,0,0,0,1,0,0,0,0,0,1,1,1,1.2204386e+03,9.526569e+03,9.4062573e+02,20,32,71,71 +23166920,3.10206e+04,73,9,0,0,0,1,0,0,0,0,0,1,0,0,1,0,0e+00,6.059145e+03,0e+00,11,17,14,15 +23174298,1.72352e+04,60,6,1,1,0,0,0,0,0,0,0,0,1,1,0,1,1.8984552e+03,0e+00,7.115667e+02,0,2,7,21 +25890502,8.6695e+03,49,6,2,1,0,0,0,0,0,0,0,0,1,1,1,1,3.4546147e+03,2.1809855e+04,4.6891095e+02,13,9,14,10 +29990752,2.91302e+04,23,8,0,1,0,0,0,1,0,0,1,0,0,1,1,1,2.2614175e+03,6.3861733e+03,2.4408484e+02,33,20,9,120 +27260760,7.321e+04,40,2,1,1,0,0,0,0,0,0,0,0,0,1,1,1,1.9661538e+03,4.3358687e+03,1.250193e+03,84,61,8,3 +17723355,3.6491e+03,50,5,2,1,0,0,0,0,0,0,0,1,0,0,1,1,8.785148e+02,7.7625964e+02,0e+00,16,109,14,10 +23178174,3.01977e+04,44,10,2,0,0,0,0,0,0,0,0,1,0,1,0,1,1.0748038e+03,0e+00,2.0452489e+02,7,6,7,30 +19077352,0e+00,14,6,1,0,0,1,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,6.329221e+03,10,11,13,6 +23162449,0e+00,19,7,0,0,0,0,0,0,1,0,1,0,0,1,0,0,0e+00,0e+00,6.25616e+02,9,11,10,7 +17718194,0e+00,12,4,2,0,0,0,0,0,1,0,1,0,0,0,1,1,3.7412974e+03,1.048663e+04,0e+00,18,17,43,85 +13630460,9.307e+03,42,2,1,1,0,1,0,0,0,0,1,0,0,1,1,0,0e+00,8.369302e+03,5.1013043e+02,4,6,49,61 +31339087,1.4099e+05,50,0,2,0,0,0,0,0,0,0,0,1,0,0,1,1,2.0506143e+03,8.3764136e+02,0e+00,28,0,96,3 +13625770,8.6055e+04,51,1,3,0,0,0,0,0,0,0,0,0,1,0,1,1,1.4239733e+03,2.8022378e+03,0e+00,23,51,43,3 +17720066,4.74032e+04,28,5,2,0,0,0,0,0,1,0,1,0,0,0,1,1,1.74174e+03,2.3660172e+04,0e+00,35,25,40,25 +28612479,7.8078e+03,66,6,1,0,0,0,0,1,0,0,0,1,0,0,0,1,2.9263e+03,0e+00,0e+00,11,6,7,14 +13625570,1.9282e+04,41,1,5,0,0,1,0,0,0,0,0,0,0,1,1,1,2.6086957e+02,3.3988442e+03,3.6748883e+02,49,77,6,6 +14988259,6.743e+04,52,2,4,0,0,0,0,0,0,0,0,1,0,0,1,1,9.938897e+03,1.5506245e+03,0e+00,28,0,96,3 +28622538,6.9426e+03,42,2,1,0,0,1,0,0,0,0,1,0,0,1,1,1,2.1945842e+03,2.8770308e+03,3.9373707e+01,44,39,35,133 +21804048,3.47152e+04,48,11,1,1,0,0,0,0,0,1,1,0,0,0,1,1,4.0835676e+03,4.0848752e+02,0e+00,40,16,36,19 +13625370,0e+00,14,6,1,1,0,0,0,1,0,0,1,0,0,1,0,0,0e+00,0e+00,7.447322e+03,8,6,7,7 +27259940,0e+00,17,4,0,1,0,0,0,0,0,0,1,0,0,1,1,1,2.583216e+03,1.8289752e+03,2.9543158e+02,39,14,25,36 +24531300,1.61298e+04,88,6,2,0,0,0,0,0,0,0,0,0,0,1,1,1,9.856906e+01,2.4337346e+03,5.0075294e+01,42,15,15,13 +28615419,0e+00,15,7,1,1,0,1,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +24534072,3.47742e+04,26,3,2,0,0,0,0,0,1,0,0,1,0,1,1,1,2.3179971e+02,5.6504535e+02,5.1782856e+01,33,31,19,22 +29992952,3.99168e+04,33,10,0,1,0,0,0,0,0,0,1,0,0,1,1,1,1.8819336e+03,5.8512725e+03,8.618925e+02,13,19,72,44 +27251700,5.6186e+04,69,11,0,0,0,0,1,0,0,0,0,1,0,0,1,0,0e+00,3.885733e+03,0e+00,0,0,0,99 +14997763,7.2336e+03,47,7,2,0,0,0,0,0,0,0,1,0,0,0,1,1,1.8156009e+02,8.740741e+03,0e+00,35,18,13,31 +19076008,0e+00,18,3,1,0,0,0,0,0,0,0,1,0,0,1,1,1,4.725787e+02,2.0525043e+02,3.7753946e+02,17,23,14,115 +27254520,2.8282e+04,18,5,0,0,0,0,0,0,0,0,1,0,0,0,1,1,5.905334e+03,9.269024e+02,0e+00,13,9,109,12 +23170405,2.01654e+04,79,5,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +29975946,1.701084e+05,41,11,2,0,0,0,0,1,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +23179007,2.13106e+04,35,1,2,0,0,0,0,0,0,0,0,1,0,1,1,1,3.055403e+03,3.9841867e+02,7.3178485e+02,37,128,6,3 +24529788,1.841148e+05,58,6,4,1,0,0,1,0,0,0,0,0,1,1,1,1,1.200878e+03,7.753783e+03,9.276587e+03,27,117,30,27 +14996905,1.43957e+04,24,3,2,0,0,0,0,0,0,0,0,1,0,1,0,1,4.237284e+03,0e+00,5.096098e+03,19,13,22,13 +14990404,2.85703e+04,59,9,3,0,0,1,0,0,0,0,0,1,0,0,1,0,0e+00,4.099382e+03,0e+00,0,29,39,31 +16351320,2.0164e+03,82,12,3,0,0,0,0,0,0,0,0,1,0,0,0,1,2.010717e+03,0e+00,0e+00,10,13,11,15 +29995724,3.171454e+05,63,10,0,0,0,0,0,0,1,0,0,1,0,0,1,0,0e+00,1.690466e+03,0e+00,0,0,10,89 +21812896,4.04976e+04,46,9,1,1,0,1,0,0,0,0,1,0,0,1,1,1,3.5602383e+01,5.0837442e+02,6.2369714e+02,19,25,22,102 +17717921,5.91032e+04,53,10,2,1,0,0,0,0,0,0,0,1,0,0,1,1,3.154112e+03,2.243104e+03,0e+00,26,0,24,75 +21810528,3.41848e+04,48,11,1,0,0,0,0,0,0,1,1,0,0,1,1,1,1.9303503e+02,5.322649e+03,1.2077883e+03,24,22,17,16 +25901598,8.419e+02,67,4,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0e+00,4.341651e+03,0e+00,0,0,3,96 +16350624,1.681e+03,36,6,5,1,0,1,0,0,0,0,0,0,1,0,1,1,5.51374e+02,1.699404e+02,0e+00,12,23,61,62 +16354344,0e+00,18,8,3,0,0,1,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +14992703,1.89662e+04,62,2,2,1,0,0,0,0,0,0,1,0,0,1,1,1,1.01981433e+03,5.567017e+03,2.4443523e+03,16,23,57,77 +17719338,6.42655e+04,40,7,6,0,0,0,0,0,0,0,0,1,0,0,1,1,5.4868467e+03,6.680528e+03,0e+00,17,16,14,114 +13633770,5.488e+03,34,4,4,1,0,1,0,0,0,0,0,1,0,1,1,1,1.5082325e+03,3.079771e+03,1.2207445e+03,20,47,90,31 +20437860,0e+00,20,9,2,1,0,1,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,3.55581e+03,6,8,4,8 +31343342,2.79634e+04,35,5,3,1,0,1,0,0,0,0,0,0,0,1,1,1,2.0629412e+01,2.0245646e+03,9.916632e+01,39,24,40,33 +29990422,1.76836e+04,85,5,0,1,0,1,0,0,0,0,0,1,0,1,1,1,2.7140352e+03,2.5010996e+03,3.1819815e+02,36,10,8,3 +27254720,4.0716e+04,42,4,0,1,0,0,0,0,0,0,1,0,0,1,1,1,2.9049773e+03,1.7616371e+04,3.7481694e+03,25,22,28,22 +29975902,4.91964e+04,68,8,0,0,0,0,1,0,0,0,0,1,0,0,0,1,1.9055035e+04,0e+00,0e+00,22,22,3,1 +28626633,5.8063e+03,59,9,2,0,0,1,0,0,0,0,0,1,0,1,1,1,4.31485e+02,1.5960657e+02,1.7677538e+02,17,111,13,19 +17714541,3.63298e+04,35,11,2,1,0,1,0,0,0,0,1,0,0,0,1,1,0e+00,9.44682e+02,0e+00,20,18,19,22 +29977904,1.096986e+05,60,10,0,0,0,0,0,0,1,0,0,1,0,0,1,0,0e+00,7.855413e+03,0e+00,0,0,0,99 +20439555,3.59595e+04,50,7,2,1,0,0,0,0,0,0,1,0,0,1,1,1,1.105e+03,8.457446e+02,1.539938e+02,13,105,22,4 +16360500,2.3108e+03,75,5,3,1,0,0,0,0,0,0,0,1,0,0,1,0,0e+00,7.01103e+02,0e+00,0,0,0,99 +31348425,8.3559e+04,46,6,1,0,0,0,0,0,0,0,0,1,0,0,1,1,2.932848e+02,4.8276144e+02,0e+00,7,9,8,101 +13627810,3.1013e+04,32,2,1,0,0,0,0,0,0,0,1,0,0,1,1,0,0e+00,1.6208494e+03,2.8064626e+03,60,47,3,3 +23167957,5.5565e+03,23,4,0,0,0,0,1,0,0,0,1,0,0,0,1,1,1.1513367e+02,5.083768e+03,0e+00,17,18,16,9 +21800368,0e+00,13,8,1,1,0,1,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,9.60231e+02,6,10,7,3 +17716972,0e+00,13,5,2,0,0,0,0,0,0,0,1,0,0,1,1,1,1.1900305e+03,3.5291282e+03,7.755838e+02,28,25,62,80 +14988303,4.48778e+04,38,8,4,0,0,0,0,1,0,0,0,1,0,1,1,0,0e+00,1.0810015e+04,2.0520885e+04,9,10,14,106 +19086242,2.5025e+04,19,4,1,1,0,1,0,0,0,0,1,0,0,0,1,1,1.563125e+03,2.5159612e+03,0e+00,30,18,55,57 +21809056,8.424e+03,64,4,1,0,0,1,0,0,0,0,1,0,0,0,1,0,0e+00,1.028761e+03,0e+00,0,0,0,70 +25889343,2.3001e+03,24,6,0,0,0,0,0,0,1,0,1,0,0,0,1,1,1.8021609e+03,8.606454e+03,0e+00,12,11,13,110 +13628910,0e+00,16,8,1,1,0,0,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,9.304543e+03,4,5,8,5 +25888279,4.2488e+03,68,5,0,0,0,0,1,0,0,0,0,1,0,0,0,1,6.491276e+03,0e+00,0e+00,22,22,3,1 +23178412,4.3346e+03,31,6,1,1,0,0,0,0,0,0,0,1,0,0,1,0,0e+00,1.084793e+03,0e+00,0,0,0,99 +20444325,2.3619e+04,35,2,5,0,0,1,0,0,0,0,0,1,0,1,0,0,0e+00,0e+00,3.639705e+03,13,10,3,3 +24539292,5.31648e+04,45,3,2,1,0,1,0,0,0,0,0,1,0,1,0,1,2.0065839e+03,0e+00,6.2750323e+02,22,3,3,3 +28623735,1.735e+03,61,1,1,0,0,0,0,0,0,0,0,1,0,1,1,1,-1.7857143e-01,3.4535974e+02,1.5761786e+02,95,10,3,3 +19085304,3.24884e+04,65,5,1,0,0,1,0,0,0,0,0,0,1,1,1,1,6.1910024e+03,1.6506989e+03,9.636283e+02,45,39,46,133 +23174281,2.20022e+04,50,6,0,1,0,0,0,1,0,0,1,0,0,1,1,1,1.9586646e+03,7.8354585e+03,4.494431e+02,38,21,38,23 +19084212,1.84072e+04,49,9,1,0,0,0,0,0,0,1,1,0,0,1,1,1,1.5323286e+02,4.644766e+03,2.4913535e+03,24,22,17,16 +14996564,1.62745e+04,38,8,3,1,0,1,0,0,0,0,0,0,0,0,1,0,0e+00,1.9014092e+04,0e+00,13,7,14,10 +24539166,3.32082e+04,41,9,2,0,0,0,0,0,0,1,0,1,0,0,0,1,1.8266e+03,0e+00,0e+00,8,7,8,9 +13625000,5.6708e+04,41,1,1,0,0,0,0,0,1,0,1,0,0,1,1,0,0e+00,4.975029e+03,8.563268e+02,21,3,3,3 +13634260,3.7186e+04,37,7,1,0,0,0,0,0,0,0,1,0,0,0,1,1,3.78186e+03,1.2679933e+04,0e+00,48,10,8,14 +25898843,4.116e+03,59,6,1,1,0,0,0,0,0,0,0,1,0,1,1,1,2.329838e+03,6.236278e+02,8.57348e+01,17,16,68,69 +21812768,1.463696e+05,38,11,3,0,0,0,1,0,0,0,0,1,0,0,1,0,0e+00,2.3316754e+04,0e+00,0,0,0,99 +25899470,3.0852e+03,38,5,2,0,0,0,0,0,0,0,0,0,0,1,1,1,1.8190361e+03,7.1814215e+02,1.14475365e+02,25,32,30,120 +31352358,1.92763e+04,44,4,0,1,0,0,0,0,0,0,0,1,0,0,0,1,2.88338e+03,0e+00,0e+00,0,0,0,1 +16351440,6.299e+03,34,4,3,0,0,0,0,0,1,0,0,1,0,0,1,0,0e+00,5.590668e+03,0e+00,0,0,0,99 +17722718,1.09499e+04,34,7,2,1,0,0,0,0,0,1,0,1,0,1,1,0,0e+00,1.3961194e+04,3.594942e+02,0,0,43,67 +28632282,3.0273e+04,59,6,1,0,0,0,0,0,1,0,0,1,0,0,1,0,0e+00,8.5766e+02,0e+00,0,0,10,89 +27253540,2.3624e+04,32,4,2,0,0,0,0,0,0,0,0,0,0,0,1,0,0e+00,3.501257e+03,0e+00,0,0,0,99 +17713397,7.969e+04,46,3,4,0,0,0,0,0,0,0,0,1,0,0,1,1,4.5232124e+03,4.4891255e+03,0e+00,28,0,96,3 +19084856,3.26116e+04,52,2,2,1,0,0,1,0,0,0,0,1,0,0,0,1,4.92e+03,0e+00,0e+00,21,13,0,0 +14997290,1.42703e+04,52,2,4,0,0,0,0,1,0,0,0,1,0,1,1,1,2.4344578e+03,3.8091365e+03,8.821751e+02,133,27,22,9 +27255500,2.4144e+04,69,11,0,1,0,0,0,0,0,0,0,1,0,0,0,1,7.683489e+03,0e+00,0e+00,7,13,6,7 +16356948,5.3395e+03,49,9,4,1,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +20450565,5.3265e+03,32,6,4,1,0,1,0,0,0,0,0,1,0,1,1,0,0e+00,5.94435e+03,5.743866e+02,8,15,47,60 +21803760,4.41636e+04,40,3,1,1,0,0,0,0,0,0,1,0,0,1,1,1,5.6981134e+02,5.474359e+03,1.2726698e+02,45,96,9,9 +27262800,4.1368e+04,44,6,0,0,0,1,0,0,0,0,1,0,0,1,1,1,2.4366936e+03,8.4586633e+02,1.5642677e+03,29,21,30,38 +29976518,1.3486e+05,55,5,2,0,0,0,0,0,0,0,0,1,0,0,1,1,1.8457953e+04,1.1246595e+03,0e+00,28,0,96,3 +24535620,0e+00,18,1,2,1,0,0,0,0,1,0,1,0,0,1,1,0,0e+00,3.2157413e+02,1.0142588e+02,18,21,6,6 +13625250,6.3e+03,78,8,1,1,0,0,1,0,0,0,1,0,0,1,1,1,4.25334e+03,3.8474042e+02,3.2247794e+02,34,29,34,139 +27263660,9.374e+04,59,11,0,0,0,1,0,0,0,0,0,1,0,0,1,0,0e+00,4.4497188e+04,0e+00,0,0,0,99 +21803920,2.9666e+04,82,5,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +20441040,3.0537e+04,47,4,2,1,0,0,0,0,0,0,1,0,0,1,1,1,1.4043013e+03,9.352467e+03,2.0928552e+03,25,22,28,22 +21813296,8.07404e+04,55,8,3,0,0,0,0,0,0,0,0,1,0,1,1,1,6.0625283e+03,9.365265e+03,6.5081854e+02,21,19,50,80 +20439450,2.3796e+04,71,8,2,1,0,1,0,0,0,0,1,0,0,0,1,1,3.0842083e+03,5.7277188e+03,0e+00,0,0,1,140 +14991031,8.6086e+03,20,5,2,0,0,0,1,0,0,0,1,0,0,0,1,1,2.145423e+02,8.757327e+03,0e+00,17,18,16,9 +16352664,9.2812e+03,33,3,4,1,0,0,0,1,0,0,0,1,0,1,1,1,7.396416e+02,6.050722e+03,7.04589e+01,46,73,14,13 +24533460,5.44968e+04,47,1,2,1,0,1,0,0,0,0,1,0,0,1,1,0,0e+00,8.703766e+02,1.314118e+02,16,14,17,14 +28612521,1.37229e+04,59,9,3,1,0,1,0,0,0,0,0,1,0,0,1,1,4.3946832e+02,2.926e+02,0e+00,21,15,28,25 +29982062,1.72172e+04,23,8,0,0,0,0,1,0,0,0,1,0,0,0,1,1,1.242087e+02,1.0573663e+04,0e+00,17,18,16,9 +24536646,3.7566e+04,50,8,7,1,0,1,0,0,0,0,0,1,0,1,1,1,1.2187804e+02,3.535382e+02,6.7797833e+02,29,18,19,117 +16355520,1.21048e+04,62,12,4,0,0,0,0,0,0,0,0,1,0,1,0,1,1.380912e+04,0e+00,9.331155e+03,19,13,20,21 +29981732,8.66404e+04,29,8,1,0,0,0,1,0,0,0,0,0,1,1,1,1,4.732083e+03,1.1207752e+04,8.005615e+02,50,21,19,118 +24527466,4.31514e+04,47,5,2,1,0,0,0,0,0,0,1,0,0,1,1,1,2.3761111e+02,3.4893375e+02,6.708715e+01,13,105,22,4 +16352580,3.7275e+03,59,9,4,1,0,0,0,1,0,0,0,1,0,1,1,1,7.6519916e+02,2.2372607e+03,7.040222e+01,22,21,19,115 +14990162,2.06635e+04,30,9,2,0,0,0,0,0,0,0,1,0,0,1,1,1,1.450535e+03,7.1834766e+03,1.2927109e+03,17,19,17,18 +19081594,4.3456e+04,61,1,1,1,0,0,0,0,0,0,0,1,0,0,1,1,1.5255814e+03,4.1997275e+03,0e+00,21,90,12,6 +14987830,4.3175e+04,59,9,2,1,0,0,0,1,0,0,1,0,0,1,1,1,3.212465e+03,5.6972896e+03,8.0721375e+02,21,15,116,25 +23165322,0e+00,20,8,0,1,0,1,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,1.524722e+03,8,4,6,4 +13628060,3.9382e+04,25,4,2,0,0,0,1,0,0,0,0,0,1,1,1,1,2.4365142e+03,5.6833013e+03,7.6885156e+02,50,21,19,118 +14990459,3.06735e+04,36,5,2,1,0,1,0,0,0,0,1,0,0,0,0,1,2.710141e+03,0e+00,0e+00,13,17,12,0 +29978146,1.39832e+04,23,8,0,1,0,0,0,1,0,0,1,0,0,1,1,1,1.641946e+03,1.2530024e+04,8.325351e+02,13,23,25,34 +19081468,4.0012e+03,84,4,1,0,0,1,0,0,0,0,0,0,0,0,1,1,1.0615413e+03,9.94421e+02,0e+00,20,16,17,116 +23173703,7.8306e+03,51,5,0,0,0,0,0,0,0,0,1,0,0,0,1,1,6.9158905e+01,4.439841e+02,0e+00,21,13,21,18 +27259860,4.1404e+04,30,2,1,1,0,0,0,0,0,0,0,0,1,1,1,0,0e+00,3.0241383e+04,1.1406829e+03,15,45,67,10 +17721431,6.07256e+04,43,10,5,1,0,1,0,0,0,0,0,0,1,1,1,1,3.0361514e+03,1.6150522e+03,2.3539413e+02,11,25,44,61 +14996476,1.99584e+04,30,7,2,1,0,0,0,0,0,0,1,0,0,1,1,1,1.2039294e+03,3.2521987e+03,5.231086e+02,13,19,72,44 +13628510,5.1608e+04,40,5,1,0,0,0,0,0,1,0,1,0,0,0,1,0,0e+00,1.6275713e+04,0e+00,0,29,33,37 +29986066,1.75296e+04,73,13,0,0,0,0,0,1,0,0,0,1,0,0,1,0,0e+00,1.781619e+03,0e+00,0,0,0,99 +16361436,2.6729e+03,38,5,3,0,0,0,0,0,0,0,1,0,0,0,1,0,0e+00,2.60364e+02,0e+00,0,4,1,11 +23176780,0e+00,18,6,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +23165305,0e+00,19,7,0,1,0,1,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,8.904297e+03,13,12,3,9 +27250240,3.0864e+04,62,4,0,1,0,1,0,0,0,0,1,0,0,1,1,1,3.1370237e+03,1.9778674e+04,1.1799861e+03,7,30,47,59 +25896069,4.5771e+03,72,9,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +21800080,2.0111e+04,53,6,2,1,0,1,0,0,0,0,0,1,0,1,1,0,0e+00,3.128668e+02,3.037184e+02,12,45,38,38 +17724876,2.72038e+04,66,3,2,0,0,0,0,1,0,0,0,0,0,1,1,0,0e+00,2.1008833e+03,5.458112e+03,31,3,51,54 +28626528,1.97658e+04,52,2,3,0,0,0,1,0,0,0,0,1,0,1,1,0,0e+00,9.970187e+03,7.105282e+02,7,7,48,62 +28622349,1.57754e+04,59,9,1,1,0,0,1,0,0,0,0,0,0,1,0,1,3.2019177e+03,0e+00,3.3828767e+03,25,25,21,26 +17720924,4.23163e+04,43,10,7,0,0,1,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +23170830,0e+00,21,2,0,1,0,0,0,0,1,0,1,0,0,1,1,1,1.8112133e+03,2.1136863e+03,7.6173926e+02,37,31,27,129 +20447955,2.8632e+04,57,4,4,1,0,1,0,0,0,0,0,1,0,1,1,1,1.073197e+03,4.7096445e+03,2.5239246e+02,36,33,54,47 +19081510,3.97628e+04,75,5,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +29995768,6.9762e+03,27,6,1,1,0,1,0,0,0,0,0,1,0,0,1,1,3.4339622e+03,4.997794e+02,0e+00,19,25,14,101 +13629200,5.781e+03,81,1,1,1,0,0,0,0,0,0,1,0,0,1,1,1,0e+00,8.445904e+03,1.00593365e+03,12,18,14,11 +29981204,6.50738e+04,48,8,0,0,0,1,0,0,0,0,1,0,0,1,1,1,3.066602e+03,3.3249002e+02,3.238123e+02,24,22,62,61 +31344860,2.971508e+05,55,5,2,0,0,0,1,0,0,0,0,0,1,0,1,1,2.9799429e+03,2.5944975e+04,0e+00,15,14,11,114 +27252400,5.999e+04,31,3,0,0,0,0,0,0,1,0,0,1,0,0,1,0,0e+00,3.0937217e+04,0e+00,0,0,0,99 +20448855,4.7865e+04,49,6,2,0,0,0,0,1,0,0,1,0,0,1,0,1,6.533189e+03,0e+00,3.018178e+03,34,35,30,20 +16356048,4.057e+03,27,6,3,0,0,0,0,0,1,0,0,1,0,1,1,1,3.8940173e+02,9.129872e+02,6.369703e+01,33,31,19,22 +27251140,3.8564e+04,40,2,4,0,0,1,0,0,0,0,0,0,0,1,1,1,4.115942e+02,1.1368134e+04,1.1916027e+03,49,77,6,6 +19088370,5.24594e+04,56,6,2,1,0,0,0,0,0,0,0,1,0,1,0,1,1.400738e+04,0e+00,4.781393e+02,29,3,3,3 +19084940,2.78474e+04,71,1,1,0,0,0,0,0,0,0,0,0,0,1,1,1,9.398951e+02,2.0392816e+03,5.012977e+01,27,67,57,12 +17720144,3.76675e+04,50,7,4,0,0,0,0,0,1,0,0,1,0,1,1,1,8.1484607e+02,1.4981201e+03,1.0301093e+03,20,27,68,71 +20451135,1.40685e+04,74,11,2,1,0,0,0,1,0,0,0,1,0,0,0,1,3.4575e+03,0e+00,0e+00,7,11,14,8 +23171255,1.7427e+04,57,3,1,1,0,1,0,0,0,0,0,1,0,1,1,0,0e+00,8.405305e+02,1.7250995e+02,27,35,32,17 +16350948,3.6542e+03,21,6,3,0,0,0,0,0,0,0,1,0,0,0,1,1,2.4361392e+03,5.494773e+02,0e+00,0,0,42,143 +16357068,6.405e+03,60,10,5,1,0,0,0,0,1,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +27251460,8.1596e+04,36,8,2,0,0,0,0,1,0,0,0,1,0,1,1,0,0e+00,3.1293959e+04,4.251868e+04,9,10,14,106 +14992318,0e+00,18,3,2,0,0,0,0,0,1,0,1,0,0,0,1,1,1.8868652e+03,4.3337046e+03,0e+00,18,17,43,85 +14998291,8.4062e+03,68,8,2,1,0,0,0,0,0,0,0,1,0,1,1,0,0e+00,3.839775e+02,2.0425437e+03,9,9,8,106 +21802128,2.81268e+04,28,7,3,1,0,0,0,1,0,0,0,1,0,1,1,1,6.003864e+02,6.4164595e+03,8.504954e+01,26,28,26,126 +24532848,1.5435e+04,54,2,3,1,0,0,0,0,1,0,0,1,0,1,1,1,5.6400066e+01,2.687345e+02,2.8140308e+02,37,42,38,30 +31352335,1.4697e+04,41,1,0,0,0,0,0,0,0,0,0,1,0,1,1,0,0e+00,4.0336313e+02,7.601054e+01,0,0,7,105 +13626630,2.903e+04,45,5,1,0,0,0,0,0,1,0,1,0,0,0,1,1,7.91345e+03,5.849831e+02,0e+00,15,27,57,51 +20440245,6.6432e+04,39,6,3,1,0,1,0,0,0,0,0,1,0,0,0,1,3.5152316e+04,0e+00,0e+00,45,36,39,21 +20448165,6.6708e+04,52,8,2,1,0,1,0,0,0,0,1,0,0,0,0,1,5.23356e+03,0e+00,0e+00,8,10,9,7 +29985120,1.268124e+05,64,14,1,0,0,0,0,0,0,0,0,1,0,1,0,1,4.646932e+04,0e+00,2.8900867e+04,19,13,20,21 +21809136,4.069e+03,82,5,1,1,0,0,0,0,1,0,0,1,0,1,1,1,8.241459e+01,4.8200244e+03,1.242258e+03,13,48,58,51 +24529950,2.17296e+04,71,9,2,1,0,0,0,0,0,0,0,1,0,0,0,1,1.21131e+03,0e+00,0e+00,7,13,6,7 +13626020,3.1496e+04,26,5,2,1,0,1,0,0,0,0,0,0,1,1,1,1,5.2783354e+03,1.7556636e+03,2.944256e+03,32,29,33,111 +17721652,3.02822e+04,47,4,3,1,0,0,1,0,0,0,0,1,0,0,0,1,2.676e+03,0e+00,0e+00,21,13,0,0 +13628790,0e+00,16,8,1,1,0,0,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,4.474772e+03,5,10,4,3 +19084814,1.12532e+04,81,1,1,1,0,1,0,0,0,0,0,1,0,1,1,1,1.222807e+03,1.4490477e+03,1.7994473e+02,36,10,8,3 +31346240,0e+00,13,5,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,8.845e+02,9,7,21,14 +27257820,0e+00,15,9,0,1,0,0,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,1.7675926e+04,4,5,8,5 +20450910,1.9083e+04,54,11,2,1,0,1,0,0,0,0,1,0,0,1,0,1,2.3375e+03,0e+00,9.546157e+03,12,24,6,6 +21799680,1.32314e+05,33,6,3,0,0,0,0,1,0,0,0,1,0,1,1,1,1.02378394e+03,7.160758e+02,5.630489e+02,10,17,17,113 +28621131,9.1848e+03,67,7,1,0,0,1,0,0,0,0,0,1,0,0,1,1,4.679896e+02,1.64274e+02,0e+00,13,9,12,116 +24540192,2.36232e+04,68,6,2,1,1,0,0,0,0,0,0,1,0,1,1,1,5.921443e+02,1.8607672e+02,6.272131e+01,31,19,18,115 +28623777,1.734e+03,30,9,1,1,0,0,0,0,0,0,0,1,0,1,1,1,7.313433e+01,2.0275052e+03,4.3756155e+02,18,4,8,104 +16355604,1.0546e+03,87,7,3,0,0,0,0,0,1,0,0,1,0,0,1,0,0e+00,7.74633e+02,0e+00,0,0,0,99 +16357680,4.3436e+03,47,7,3,0,0,1,0,0,0,0,1,0,0,1,1,1,6.510757e+02,1.471072e+02,4.429468e+02,29,21,30,38 +25901142,4.1127e+03,54,8,0,1,0,1,0,0,0,0,1,0,0,0,1,1,2.7178208e+03,7.826678e+03,0e+00,14,20,117,24 +25896677,0e+00,20,9,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +20439105,3.6675e+04,49,6,3,0,0,0,0,0,0,0,0,1,0,0,1,1,3.884074e+03,9.877163e+02,0e+00,24,15,14,110 +25888830,3.9068e+03,55,2,2,1,0,0,0,0,0,0,0,1,0,1,0,0,0e+00,0e+00,1.311871e+03,3,3,3,3 +27258720,1.715e+04,52,4,1,1,0,0,0,0,1,0,0,1,0,1,1,1,2.715779e+02,1.3299464e+03,1.8325012e+03,37,42,38,30 +29990708,1.8359e+04,24,9,0,1,0,1,0,0,0,0,1,0,0,0,1,0,0e+00,5.896116e+03,0e+00,0,0,0,99 +14993418,4.02655e+04,42,2,3,1,0,0,0,0,0,0,0,0,0,1,1,1,1.3569231e+03,2.0518145e+03,6.6088446e+02,84,61,8,3 +17722224,9.3002e+03,61,8,2,0,0,0,0,0,0,1,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +23175522,1.48312e+04,28,3,0,1,0,1,0,0,0,0,0,0,1,0,1,1,1.054821e+03,1.8782135e+03,0e+00,118,12,13,7 +27255620,6.2026e+04,31,3,0,0,0,0,0,0,0,0,1,0,0,1,1,0,0e+00,3.8780376e+03,5.158503e+03,60,47,3,3 +19085262,5.24132e+04,63,3,1,0,0,0,0,1,0,0,0,1,0,1,1,0,0e+00,7.3469473e+03,1.9015395e+02,23,70,7,16 +23165288,2.178e+04,51,5,5,0,0,1,0,0,0,0,0,0,0,0,1,1,8.9272784e+02,9.084163e+03,0e+00,16,53,30,37 +16357560,3.41e+03,36,6,5,0,0,0,0,0,0,0,0,0,0,1,1,1,5.2323395e+02,2.7112943e+02,4.3627335e+01,25,32,30,120 +19082126,1.33819e+05,54,4,2,0,0,0,0,0,0,0,0,1,0,0,1,0,0e+00,5.5710254e+04,0e+00,12,22,8,3 +24537618,1.44684e+04,82,0,2,1,0,1,0,0,0,0,0,1,0,1,1,1,3.328421e+02,6.2261755e+02,1.1733228e+02,36,10,8,3 +25898767,1.974e+02,84,11,0,0,0,0,0,0,0,0,0,1,0,1,1,1,8.5428125e+02,2.3992874e+03,2.6409125e+02,9,16,76,58 +14993077,2.46807e+04,66,6,2,0,0,0,0,0,1,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +23169810,0e+00,22,3,0,0,0,0,0,0,1,0,1,0,0,1,0,1,1.238952e+02,0e+00,2.3801377e+03,5,3,5,12 +28627830,1.2474e+03,29,4,2,1,0,0,0,0,0,0,0,1,0,0,1,0,0e+00,3.1517e+03,0e+00,0,39,54,6 +27265120,1.81184e+05,50,2,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +31337592,0e+00,15,0,0,1,0,1,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +21808848,1.431586e+05,30,3,1,0,0,0,0,0,0,0,1,0,0,0,0,1,9.3809e+02,0e+00,0e+00,9,3,6,0 +16355232,1.8008e+03,55,5,4,1,0,0,0,0,1,0,0,1,0,1,1,1,8.032586e+01,2.949897e+02,4.3525153e+02,37,42,38,30 +29989036,2.89014e+04,77,7,0,1,0,0,0,0,1,0,0,1,0,1,1,1,2.496471e+03,1.4675081e+02,1.5432648e+03,22,46,54,50 +21814480,6.91158e+04,23,5,3,1,0,1,0,0,0,0,0,1,0,0,1,0,0e+00,1.10263e+03,0e+00,0,20,57,22 +19081062,2.77522e+04,56,6,2,0,0,0,0,0,0,0,0,1,0,1,1,1,1.2122773e+03,6.449235e+02,5.8249043e+01,15,22,58,66 +27257500,1.7362e+04,68,10,0,1,0,0,0,0,0,0,0,1,0,1,1,1,9.787472e+03,5.858932e+03,5.425529e+02,15,17,26,100 +31341939,6.026e+03,22,1,0,0,0,0,0,0,0,0,1,0,0,1,1,1,1.605625e+02,2.3088381e+03,4.643e+01,17,33,78,16 +19080208,2.39386e+04,48,8,3,1,0,1,0,0,0,0,0,0,1,0,0,1,4.509374e+03,0e+00,0e+00,16,14,19,19 +14988644,3.10244e+04,42,2,2,1,0,1,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,1.586718e+03,17,15,5,3 +20442720,0e+00,20,9,2,1,0,1,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,3.89225e+04,5,7,9,3 +16361880,0e+00,18,10,3,1,0,0,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,7.553961e+03,3,3,3,3 +20443080,2.56485e+04,52,9,4,1,0,1,0,0,0,0,0,0,1,0,0,1,5.889507e+03,0e+00,0e+00,16,14,19,19 +16357596,2.6928e+03,69,9,3,1,0,0,0,0,0,0,1,0,0,1,1,1,3.155619e+01,3.5977305e+03,8.27133e+02,19,13,13,18 +16357356,6.3342e+03,41,4,6,0,0,1,0,0,0,0,0,1,0,1,0,1,8.1297516e+02,0e+00,1.6774684e+03,19,4,3,3 +24538716,8.93358e+04,56,4,3,1,0,0,0,0,0,0,0,1,0,1,1,0,0e+00,5.980575e+02,2.015825e+03,10,9,5,108 +19078738,0e+00,18,3,1,1,0,0,1,0,0,0,1,0,0,1,1,1,3.2044354e+02,6.492038e+02,7.437067e+02,23,23,21,104 +24529338,1.35612e+04,63,1,2,1,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +16354212,1.08377e+04,42,7,3,0,0,0,0,0,1,0,1,0,0,0,1,0,0e+00,9.807441e+03,0e+00,0,29,33,37 +20442405,9.342e+03,89,6,2,1,0,0,0,1,0,0,0,1,0,1,1,0,0e+00,4.5162554e+03,1.0989397e+03,12,18,13,111 +19076330,4.09374e+04,59,6,3,1,0,0,0,0,1,0,0,1,0,0,1,0,0e+00,6.205831e+03,0e+00,0,0,42,57 +21808160,1.15024e+04,18,6,1,0,0,0,0,0,0,0,1,0,0,1,1,1,2.0234187e+02,1.2353177e+03,2.1413707e+02,15,16,53,81 +14997422,2.68048e+04,65,5,2,1,0,0,0,1,0,0,1,0,0,0,1,1,2.178342e+03,4.590815e+03,0e+00,9,10,42,75 +29981820,0e+00,22,7,0,1,0,0,0,0,0,0,1,0,0,1,1,1,1.7964633e+03,3.2676228e+03,1.0688726e+03,29,39,41,45 +28626591,7.7433e+03,60,10,1,1,0,0,0,0,0,0,0,1,0,0,1,1,8.9776306e+02,3.6012542e+03,0e+00,8,10,10,110 +16354584,9.2549e+03,42,12,6,1,0,0,1,0,0,0,0,1,0,0,1,1,2.9605002e+02,3.437123e+02,0e+00,29,29,14,31 +29993480,0e+00,18,10,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +29974758,1.229536e+05,40,10,2,1,0,0,0,0,0,0,0,0,1,1,1,1,4.02489e+02,1.3061355e+03,5.9745215e+02,5,44,51,56 +13629850,1.1485e+04,71,1,1,1,0,0,0,0,0,0,0,1,0,1,1,1,1.3685566e+03,1.1857275e+03,1.9219349e+03,133,29,25,7 +20446935,1.5645e+04,31,7,2,1,0,0,0,1,0,0,1,0,0,0,1,1,3.1102582e+02,6.231833e+03,0e+00,48,54,13,6 +23170626,2.34726e+04,46,2,0,0,0,1,0,0,0,0,1,0,0,1,1,1,4.183253e+03,3.1233892e+03,5.5263905e+01,44,39,35,133 +25887747,5.331e+03,37,4,2,1,0,0,0,1,0,0,0,0,0,1,1,0,0e+00,1.9306542e+03,1.1552166e+03,44,6,7,7 +24535008,4.3956e+03,21,1,2,1,0,0,0,0,0,0,1,0,0,0,0,1,1.24089e+03,0e+00,0e+00,12,6,4,12 +28616742,4.1557e+03,40,10,1,0,0,0,0,0,0,0,1,0,0,1,1,0,0e+00,5.5803766e+02,1.607465e+02,8,6,4,111 +13627690,2.7885e+04,35,4,1,1,0,1,0,0,0,0,1,0,0,0,0,1,2.488905e+03,0e+00,0e+00,13,17,12,0 +31338305,6.10604e+04,46,5,4,1,0,0,0,1,0,0,0,0,0,0,0,1,3.0527e+02,0e+00,0e+00,16,20,21,16 +29989652,5.75036e+04,70,10,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +31349506,6.06372e+04,41,1,2,0,0,0,0,0,0,0,0,1,0,1,1,1,3.933131e+02,3.9293607e+02,7.454951e+01,16,17,15,13 +14996234,3.24896e+04,45,5,2,1,0,1,0,0,0,0,0,1,0,1,0,1,9.483887e+03,0e+00,1.9939336e+03,22,3,3,3 +23174519,7.7525e+03,78,4,0,0,0,0,1,0,0,0,0,1,0,0,0,1,3.31437e+03,0e+00,0e+00,25,21,16,17 +25895442,3.2631e+03,86,3,0,0,0,1,0,0,0,0,0,1,0,1,1,1,1.1848455e+03,1.0166892e+03,3.3064508e+02,22,13,15,115 +25897684,4.6219e+03,65,2,0,1,0,0,0,0,0,0,0,1,0,0,1,1,1.2483221e+03,9.95768e+03,0e+00,25,105,16,3 +16356660,7.2393e+03,55,5,4,0,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +21808400,0e+00,14,9,1,1,0,0,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,5.361558e+03,0,0,0,26 +27260960,8.6816e+04,40,2,4,1,0,0,0,0,0,0,0,1,0,0,1,0,0e+00,4.736153e+03,0e+00,80,19,0,0 +24537330,1.32354e+04,21,4,2,0,0,0,0,0,0,1,1,0,0,0,1,1,1.716923e+02,3.1281292e+03,0e+00,16,2,17,82 +16359756,4.1242e+03,28,7,4,1,0,0,0,0,1,0,0,1,0,0,1,1,2.1660968e+02,1.804275e+02,0e+00,20,36,21,47 +19075434,6.26388e+04,32,2,3,1,0,0,1,0,0,0,0,1,0,0,1,1,2.8928376e+03,1.3145673e+04,0e+00,7,7,12,105 +29978432,3.86848e+04,69,9,0,0,0,0,0,0,1,0,0,0,0,1,0,1,2.8846958e+03,0e+00,1.4858768e+03,26,19,24,20 +16361472,0e+00,20,5,3,1,0,0,0,0,0,0,1,0,0,0,1,0,0e+00,2.343798e+03,0e+00,26,11,14,10 +25900553,8.8753e+03,52,9,3,1,0,1,0,0,0,0,0,0,1,1,1,1,2.951765e+03,1.2148662e+03,2.1521872e+02,11,25,44,61 +21804288,0e+00,16,4,1,0,0,0,1,0,0,0,1,0,0,0,1,0,0e+00,1.023945e+04,0e+00,6,6,6,6 +24536844,2.36664e+04,50,8,2,0,0,0,0,0,0,1,1,0,0,1,1,1,9.142937e+01,2.1964387e+03,7.818911e+02,24,22,17,16 +25904980,4.2501e+03,37,4,0,1,0,0,0,0,0,0,1,0,0,0,1,1,1.0259182e+03,9.81341e+03,0e+00,36,30,33,38 +28627809,1.6172e+03,26,5,2,0,0,0,0,0,0,0,0,1,0,1,0,1,1.4569518e+03,0e+00,3.2836035e+02,36,17,16,18 +29989938,4.25348e+04,47,7,2,1,0,0,1,0,0,0,0,0,0,0,1,0,0e+00,3.203617e+03,0e+00,0,35,22,42 +20445120,5.26755e+04,62,9,3,1,0,0,0,0,0,0,0,1,0,1,1,1,1.2851157e+03,8.782117e+03,6.923693e+03,22,42,29,32 +19083386,0e+00,16,1,1,1,0,0,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +16360776,2.9003e+03,53,3,3,1,0,0,0,0,0,0,0,0,1,0,1,1,4.368e+02,2.5850762e+03,0e+00,68,33,13,11 +16357152,2.5351e+03,70,10,3,0,0,0,0,1,0,0,0,1,0,0,0,1,4.6602e+02,0e+00,0e+00,0,0,2,3 +27263160,2.6296e+04,48,10,0,0,0,0,0,0,0,1,1,0,0,1,1,1,5.129792e+02,1.4822633e+04,5.2789624e+03,24,22,17,16 +27254680,6.602e+04,55,7,0,1,0,0,0,0,0,0,0,1,0,1,1,0,0e+00,1.6620695e+03,3.8901304e+03,0,1,3,7 +25891110,4.5849e+03,52,9,1,1,0,0,0,0,0,0,0,1,0,1,1,1,1.0849749e+03,9.830421e+03,1.7114989e+02,11,12,14,122 +16353804,1.7344e+03,32,11,5,0,0,0,0,0,0,0,0,0,0,1,1,1,5.122892e+02,4.338e+02,3.195338e+02,16,43,50,56 +16353924,1.3079e+03,87,7,3,1,0,0,0,1,0,0,0,1,0,1,1,0,0e+00,2.0053806e+03,4.701825e+02,12,18,13,111 +20438205,4.56195e+04,42,5,2,0,0,0,0,1,0,0,0,1,0,0,0,1,4.857852e+03,0e+00,0e+00,26,22,17,0 +13628220,1.375e+04,20,2,1,0,0,0,1,0,0,0,1,0,0,1,1,1,7.377049e+02,9.480051e+03,7.852727e+02,44,12,16,111 +31339455,6.46139e+04,69,9,0,0,0,0,1,0,0,0,0,1,0,0,1,0,0e+00,6.5903e+02,0e+00,0,0,0,99 +21809792,3.4567e+04,38,11,4,1,0,1,0,0,0,0,0,1,0,0,1,1,2.2177184e+02,8.853534e+03,0e+00,0,11,52,45 +14987588,1.07822e+04,68,8,2,1,0,0,0,0,0,0,0,0,1,1,1,1,2.6999226e+03,2.4392058e+03,2.2318774e+02,30,32,26,131 +25899926,5.558e+02,34,10,2,1,0,1,0,0,0,0,0,0,0,0,1,0,0e+00,6.46553e+02,0e+00,0,0,20,79 +13630380,3.6605e+04,41,1,2,1,0,0,0,0,0,0,0,0,0,1,1,1,1.2461538e+03,1.9352914e+03,6.178778e+02,84,61,8,3 +28625058,4.6009e+03,52,2,2,0,0,0,0,0,0,0,0,1,0,0,1,0,0e+00,2.87228e+03,0e+00,0,0,93,6 +20449545,2.68125e+04,23,5,2,1,0,1,0,0,0,0,1,0,0,0,1,1,1.944375e+03,4.784089e+03,0e+00,30,18,55,57 +27253620,6.0448e+04,73,5,0,0,0,1,0,0,0,0,0,1,0,1,0,0,0e+00,0e+00,4.8074105e+04,18,11,6,3 +19087628,3.41152e+04,64,4,1,1,0,0,0,1,0,0,1,0,0,0,1,1,1.764893e+03,3.3861333e+03,0e+00,9,10,42,75 +16358208,4.1664e+03,53,3,5,1,0,0,0,0,0,1,0,0,0,0,1,1,1.0714286e+03,2.6726547e+02,0e+00,49,0,0,0 +21801104,1.5938e+05,50,3,3,0,0,0,0,0,0,0,0,1,0,0,1,1,2.0327559e+03,2.2921206e+03,0e+00,28,0,96,3 +20448975,3.72645e+04,66,3,2,0,0,0,0,1,0,0,0,1,0,1,1,1,1.9735814e+02,7.446845e+03,6.840142e+02,123,32,11,6 +24526530,5.05674e+04,71,9,2,0,0,0,1,0,0,0,0,1,0,0,1,0,0e+00,6.7403e+02,0e+00,0,0,0,99 +28622370,6.358e+03,46,2,1,1,0,1,0,0,0,0,1,0,0,1,1,0,0e+00,7.611307e+02,1.0465771e+02,16,14,17,14 +21805264,1.288378e+05,53,6,2,1,0,0,0,0,0,0,0,1,0,1,1,1,4.644618e+02,2.6606204e+03,8.498504e+02,33,16,63,56 +17714762,0e+00,12,4,2,0,0,0,0,0,1,0,1,0,0,1,1,0,0e+00,1.4637144e+04,1.1151972e+02,0,0,103,12 +23179194,6.4816e+03,71,7,0,0,0,0,0,0,0,0,0,1,0,1,0,1,2.488668e+03,0e+00,6.3263684e+02,11,18,26,31 +21815504,0e+00,17,5,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0e+00,4.675691e+02,1.6831794e+03,105,4,13,3 +17722939,2.32375e+04,14,6,2,1,0,1,0,0,0,0,1,0,0,0,1,1,8.501875e+02,1.0583e+04,0e+00,30,18,55,57 +23176576,1.31109e+04,36,2,2,0,0,0,0,0,0,0,0,0,1,1,1,1,2.3619225e+02,1.4484608e+03,9.433663e+02,40,27,14,12 +16352172,6.347e+03,76,6,3,0,0,1,0,0,0,0,0,1,0,1,0,0,0e+00,0e+00,1.1500977e+04,18,11,6,3 +29993194,2.7082e+04,45,5,0,1,0,1,0,0,0,0,1,0,0,1,1,1,7.2491523e+03,2.804623e+03,6.933611e+02,25,27,116,9 +13626300,1.5864e+04,67,7,1,1,0,1,0,0,0,0,1,0,0,0,1,1,2.431619e+03,4.112341e+03,0e+00,0,0,1,140 +24527340,2.85552e+04,68,6,2,1,0,1,0,0,0,0,1,0,0,0,1,1,9.219745e+02,2.1230935e+03,0e+00,0,0,1,140 +28630644,3.171e+03,38,8,1,1,0,0,0,0,0,0,0,1,0,0,1,1,1.5300991e+03,8.894979e+02,0e+00,0,11,78,85 +16358988,1.29958e+04,55,5,5,1,0,1,0,0,0,0,0,1,0,0,1,1,5.474215e+03,3.0913257e+03,0e+00,32,35,33,130 +29989850,0e+00,21,6,0,1,0,1,0,0,0,0,1,0,0,0,1,1,6.0461245e+03,2.6336594e+02,0e+00,29,18,19,121 +29992380,0e+00,20,5,0,1,0,1,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,2.6062006e+04,18,8,3,3 +14987346,1.17711e+04,78,8,2,1,0,0,0,0,1,0,0,0,1,1,1,0,0e+00,1.2154832e+04,5.55044e+02,15,13,10,12 +28623651,1.10338e+04,36,6,4,0,0,1,0,0,0,0,0,0,0,0,1,0,0e+00,2.54802e+03,0e+00,0,0,0,99 +14988930,1.74504e+04,68,8,2,1,0,1,0,0,0,0,1,0,0,0,1,1,2.546314e+03,4.148219e+03,0e+00,0,0,1,140 +23167991,3.08005e+04,53,9,0,0,0,0,0,0,0,0,1,0,0,1,1,1,4.8405078e+02,2.4773808e+02,5.3092255e+02,13,15,24,26 +31351300,2.89777e+04,37,3,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0e+00,2.6946e+03,0e+00,0,0,29,70 +16358820,5.4237e+03,78,8,3,1,0,0,0,0,0,0,0,1,0,0,1,0,0e+00,5.707317e+03,0e+00,0,0,0,99 +13628950,2.6387e+04,57,7,2,0,0,0,0,1,0,0,0,1,0,1,0,1,2.871818e+03,0e+00,3.8489767e+02,40,9,3,3 +28612332,8.4529e+03,41,1,6,1,0,0,0,0,1,0,0,0,1,0,1,1,4.7215384e+02,4.313674e+03,0e+00,21,64,42,3 +29983734,0e+00,22,7,0,0,0,0,0,1,0,0,1,0,0,0,1,0,0e+00,6.43535e+02,0e+00,0,99,0,0 +21802656,0e+00,15,10,1,1,0,1,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,2.101122e+03,8,4,6,4 +14989689,2.58236e+04,21,6,2,0,0,0,0,0,1,0,1,0,0,0,1,1,1.2269845e+03,2.2511228e+03,0e+00,15,29,94,12 +23169606,1.21935e+04,86,2,0,0,0,1,0,0,0,0,0,1,0,1,1,1,8.8187274e+02,4.440162e+02,1.7117673e+02,22,13,15,115 +14991504,1.93732e+04,32,2,5,1,0,0,0,1,0,0,0,0,0,1,1,1,0e+00,2.193965e+03,1.8874547e+02,42,22,8,3 +13626220,3.4797e+04,70,10,1,0,0,1,0,0,0,0,1,0,0,1,1,1,1.6250205e+03,7.279705e+03,1.3710994e+04,6,10,64,96 +16353192,2.14801e+04,59,9,5,1,0,0,1,0,0,0,0,0,1,1,1,1,1.4127134e+03,1.116862e+04,1.6618307e+04,27,117,30,27 +27252600,3.1728e+04,66,8,0,1,0,1,0,0,0,0,1,0,0,0,1,1,6.180554e+03,1.4105303e+04,0e+00,0,0,1,140 +27269360,7.3846e+04,53,4,1,1,0,0,0,0,0,0,0,0,1,1,0,1,1.5544175e+04,0e+00,5.1009863e+03,80,17,3,3 +16351560,3.3314e+03,69,9,3,1,0,1,0,0,0,0,1,0,0,0,1,1,1.3229696e+03,2.5307034e+03,0e+00,0,0,1,140 +23178803,8.4802e+03,45,1,1,0,0,0,0,0,0,0,0,1,0,0,0,1,9.319e+03,0e+00,0e+00,29,0,0,0 +17716985,9.59205e+04,39,5,5,0,0,1,0,0,0,0,0,0,0,0,0,1,2.2561104e+04,0e+00,0e+00,7,12,9,9 +31359235,1.36114e+04,29,8,1,0,0,1,0,0,0,0,0,1,0,1,0,0,0e+00,0e+00,1.39529e+03,6,8,8,9 +16358496,5.672e+02,73,3,3,1,0,0,1,0,0,0,0,1,0,1,1,0,0e+00,1.7477061e+02,7.130305e+02,20,14,102,3 +31358844,1.90923e+04,82,2,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0e+00,1.52102e+03,0e+00,0,0,0,99 +16353396,3.3953e+03,52,12,3,0,0,0,0,0,1,0,1,0,0,1,1,0,0e+00,1.7903428e+03,3.3960782e+02,5,7,6,104 +29996340,4.0458e+04,43,13,2,1,0,0,0,0,0,0,0,1,0,0,1,1,1.4857143e+04,1.3986784e+04,0e+00,27,16,39,65 +17713319,1.91243e+04,69,6,2,0,0,0,1,0,0,0,0,1,0,0,1,1,4.7785715e+02,5.776955e+03,0e+00,17,10,0,99 +27264100,0e+00,17,4,0,1,0,0,1,0,0,0,1,0,0,1,1,1,9.451594e+03,6.63111e+03,3.5944077e+03,13,14,10,30 +19075350,8.82e+03,78,8,1,1,0,0,1,0,0,0,1,0,0,1,1,1,3.4762979e+03,3.1491943e+02,2.7823788e+02,34,29,34,139 +17720287,0e+00,11,3,2,1,0,0,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +27257900,5.2774e+04,56,8,1,0,0,0,0,1,0,0,0,1,0,1,0,1,4.531091e+03,0e+00,9.4492316e+02,40,9,3,3 +21800896,1.458288e+05,46,9,1,0,0,0,0,0,0,0,1,0,0,1,0,1,2.9434216e+03,0e+00,7.1144324e+02,6,10,20,28 +19084324,3.65932e+04,66,6,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +16353516,6.1152e+03,39,9,5,0,0,1,0,0,0,0,0,0,1,1,1,1,2.9481314e+02,3.3123428e+03,3.459481e+02,16,33,44,58 +19079802,3.82242e+04,60,10,2,1,0,0,0,0,0,0,0,0,1,1,1,0,0e+00,1.7118412e+04,2.568402e+02,5,4,7,107 +24535782,0e+00,17,0,2,1,0,0,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +20441715,4.65195e+04,36,3,2,0,0,0,0,0,0,0,1,0,0,1,1,0,0e+00,2.0219806e+03,3.2829983e+03,60,47,3,3 +27260720,4.8652e+04,60,2,0,1,0,0,0,0,0,0,0,1,0,0,1,1,2.8590603e+03,1.5332931e+04,0e+00,25,105,16,3 +31356659,3.87895e+04,19,4,0,1,0,0,0,0,0,0,1,0,0,1,1,0,0e+00,2.3237222e+02,7.7195685e+02,14,7,8,110 +16360980,0e+00,19,4,3,1,0,0,0,0,0,1,1,0,0,0,1,0,0e+00,3.306381e+03,0e+00,81,6,6,6 +28626570,0e+00,18,3,1,1,0,0,1,0,0,0,1,0,0,0,1,1,6.897357e+02,1.9584707e+03,0e+00,17,48,51,38 +13625240,0e+00,16,8,1,1,0,1,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,3.06626e+03,6,8,4,8 +14990030,1.42868e+04,39,9,5,1,0,0,0,0,0,0,0,0,0,0,1,1,3.4186047e+03,3.989846e+02,0e+00,18,12,0,99 +28624995,2.6032e+03,61,1,1,1,0,0,0,1,0,0,0,1,0,1,1,0,0e+00,1.0613057e+03,7.1602515e+02,90,11,4,4 +25891623,0e+00,21,3,0,1,0,0,0,1,0,0,1,0,0,1,1,1,5.3208954e+02,1.6053448e+03,1.2601648e+02,39,37,48,10 +28623798,7.687e+03,41,1,2,1,0,0,0,0,0,0,0,0,0,1,1,1,2.7384616e+02,6.072508e+02,1.738402e+02,84,61,8,3 +27268060,7.4728e+04,52,4,1,1,0,0,0,0,0,1,0,0,0,1,1,1,1.5870588e+03,2.5940348e+04,2.9847625e+03,28,3,14,91 +13633440,1.3124e+04,67,7,1,1,1,0,0,0,0,0,0,1,0,1,1,1,1.9052709e+03,3.312951e+02,1.7684813e+02,31,19,18,115 +17718415,2.04698e+04,26,3,5,0,0,1,0,0,0,0,0,1,0,1,0,0,0e+00,0e+00,2.389752e+03,13,10,3,3 +20444670,4.959e+04,46,3,2,0,0,1,0,0,0,0,1,0,0,1,1,1,8.202349e+03,8.0532544e+03,1.25971794e+02,44,39,35,133 +24538392,3.63924e+04,36,4,4,1,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +28626465,3.2132e+03,70,8,1,0,0,0,0,0,0,0,0,1,0,1,1,1,2.3433199e+02,1.2347855e+03,3.6755375e+01,18,17,31,120 +25901693,3.7403e+03,69,6,0,1,0,0,0,0,0,1,0,1,0,1,1,1,3.0634456e+03,1.2244802e+03,4.4721124e+02,22,18,32,129 +27255660,3.2336e+04,49,11,0,0,0,0,0,0,1,0,1,0,0,1,1,0,0e+00,6.59581e+03,1.296602e+03,5,7,6,104 +25891642,9.6862e+03,56,3,1,0,0,0,1,0,0,0,0,1,0,1,1,1,2.9739216e+03,1.7641287e+03,4.774586e+03,9,9,9,9 +19076092,0e+00,18,3,1,1,0,0,0,0,0,0,1,0,0,1,1,1,9.292247e+02,2.5668958e+03,5.558556e+02,23,40,51,61 +24534846,2.68038e+04,45,3,6,0,0,0,0,0,0,0,0,1,0,1,0,0,0e+00,0e+00,6.7554e+02,0,5,10,3 +16357884,1.51607e+04,35,5,3,0,0,0,0,0,1,0,1,0,0,0,1,0,0e+00,1.1945877e+04,0e+00,90,3,3,3 +29978960,1.82204e+04,78,8,0,1,0,1,0,0,0,0,0,1,0,0,1,1,1.7155737e+03,6.473643e+03,0e+00,23,0,44,55 +16355400,2.5064e+03,63,3,3,1,0,0,0,0,0,0,0,1,0,1,1,1,1.387277e+02,1.4581784e+01,2.2900637e+03,19,8,7,3 +25893808,1.07534e+04,36,3,2,1,0,0,0,0,0,0,0,1,0,0,1,1,5.969922e+03,3.0358064e+03,0e+00,119,3,3,3 +13632580,9.005e+03,27,6,2,1,0,1,0,0,0,0,0,1,0,1,1,0,0e+00,2.4616345e+02,1.8482386e+03,9,7,15,49 +17715555,2.20818e+04,36,3,2,1,0,0,0,0,0,0,1,0,0,1,1,1,1.2622642e+03,1.0761444e+04,2.5729718e+02,45,96,9,9 +14993660,5.33269e+04,48,8,7,0,0,0,0,1,0,0,0,1,0,1,1,1,2.7154187e+03,9.8207295e+03,1.1847395e+03,13,9,66,60 +14995904,0e+00,18,3,2,1,0,0,0,0,0,0,1,0,0,1,1,1,2.0164457e+03,1.8764876e+02,9.942419e+02,35,32,32,134 +14995046,0e+00,17,2,2,0,0,0,0,0,0,1,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +29986550,0e+00,19,11,0,1,0,0,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,2.9328088e+04,0,0,0,26 +16361592,0e+00,18,10,3,1,0,1,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,2.96235e+03,12,4,12,6 +24526566,1.58382e+04,29,6,2,1,0,0,0,0,0,0,0,1,0,1,1,1,6.944924e+02,1.3740966e+03,3.661045e+02,29,35,22,125 +23164489,9.7845e+03,55,1,0,1,1,0,0,0,0,0,0,1,0,1,1,1,1.5765816e+02,2.9073e+02,8.74263e+01,59,9,6,6 +24532110,4.74966e+04,58,6,3,0,0,0,0,1,0,0,0,1,0,1,0,1,6.9512726e+02,0e+00,1.9457964e+02,40,9,3,3 +23171442,3.50988e+04,49,5,4,0,0,0,0,0,0,0,0,1,0,0,1,1,3.539322e+03,5.721384e+03,0e+00,17,16,14,114 +20445465,7.8813e+04,40,7,5,0,0,1,0,0,0,0,0,0,0,0,1,0,0e+00,1.158723e+04,0e+00,0,0,0,99 +20441385,4.0887e+04,74,11,2,1,0,1,0,0,0,0,0,1,0,1,1,1,2.2180398e+03,6.089985e+02,2.0324846e+02,24,23,19,128 +17719494,4.75865e+04,36,3,3,1,0,0,0,0,0,0,0,0,0,1,1,1,6.1753845e+02,2.6542927e+03,6.701439e+02,84,61,8,3 +20452260,1.5366e+04,57,4,2,1,0,0,0,0,0,0,1,0,0,0,1,1,1.2497338e+03,5.8906616e+03,0e+00,11,11,91,25 +25903289,5.9003e+03,60,7,2,0,0,0,0,0,0,0,0,1,0,1,1,1,9.671955e+03,1.635944e+04,1.1627916e+03,21,19,50,80 +23163486,0e+00,20,8,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +28615272,1.04712e+04,56,6,1,0,0,0,0,0,1,0,0,1,0,0,1,0,0e+00,6.83343e+03,0e+00,0,0,0,99 +28620774,1.25038e+04,58,8,1,0,0,0,0,1,0,0,1,0,0,1,0,1,1.8209851e+03,0e+00,1.062889e+03,6,4,4,48 +27262020,1.05806e+05,40,2,0,1,0,0,0,0,1,0,0,0,1,1,0,1,1.0759922e+04,0e+00,2.193334e+04,31,21,6,3 +31340835,1.315462e+05,31,1,3,0,0,1,0,0,0,0,0,0,0,0,1,1,6.0819415e+02,1.3319908e+03,0e+00,0,8,16,113 +31357395,9.49003e+04,34,4,3,0,0,0,0,1,0,0,0,1,0,0,1,1,4.1494263e+02,5.340287e+03,0e+00,14,9,0,99 +31346953,1.005951e+05,66,6,0,0,0,1,0,0,0,0,0,1,0,0,1,1,5.091296e+02,2.44134e+02,0e+00,13,9,12,116 +21812240,6.45918e+04,61,4,1,0,0,0,0,1,0,0,0,1,0,1,1,1,4.4511627e+01,6.3112744e+03,2.0332602e+02,123,32,11,6 +24533622,2.27952e+04,57,5,3,1,0,0,1,0,0,0,0,0,0,0,1,0,0e+00,6.6227e+02,0e+00,0,0,0,99 +19076372,6.92118e+04,48,8,3,1,0,0,0,0,0,0,0,1,0,0,1,1,3.8919788e+02,8.1683037e+03,0e+00,3,3,4,77 +23162670,7.668e+03,94,10,0,1,0,0,0,0,0,0,0,1,0,0,1,0,0e+00,3.521166e+03,0e+00,23,26,23,23 +13631690,1.3113e+04,20,5,1,1,0,0,1,0,0,0,1,0,0,1,1,1,5.476972e+01,2.5152834e+02,1.960232e+02,8,22,19,11 +21805184,1.805232e+05,58,11,3,1,0,1,0,0,0,0,0,1,0,0,1,1,1.1042831e+04,1.8193795e+03,0e+00,12,12,10,113 +13627400,2.715e+03,62,2,1,0,0,0,0,0,0,0,0,1,0,1,1,1,3.0296785e+03,2.7841455e+03,3.9675636e+01,50,55,17,13 +29994294,1.20736e+04,38,8,3,1,0,1,0,0,0,0,0,1,0,1,1,1,2.7394263e+03,2.28407e+03,2.245844e+03,20,47,90,31 +28617939,5.7242e+03,70,10,1,1,0,1,0,0,0,0,0,1,0,1,1,1,6.053544e+02,2.1325314e+02,5.657938e+01,24,23,19,128 +13633360,3.3905e+04,53,3,1,0,0,0,0,0,0,0,0,1,0,1,1,0,0e+00,6.5661177e+03,2.899079e+02,8,12,7,111 +23169215,1.87348e+04,61,7,1,0,0,0,0,1,0,0,0,1,0,1,0,1,1.9876909e+03,0e+00,2.4809782e+02,40,9,3,3 +23164302,2.59761e+04,56,2,0,1,1,0,0,0,0,0,1,0,0,0,1,1,1.3718485e+03,5.9237207e+03,0e+00,112,24,15,3 +29996582,1.68124e+04,71,11,0,1,0,0,0,0,0,0,0,1,0,1,1,0,0e+00,3.441525e+02,3.6986238e+03,9,9,8,106 +14997147,6.0368e+03,35,5,5,1,0,1,0,0,0,0,0,1,0,1,1,1,1.623171e+03,3.1106294e+03,1.315535e+03,20,47,90,31 +25892725,2.2937e+03,74,11,0,1,0,0,0,0,0,0,0,1,0,0,0,1,4.047945e+03,0e+00,0e+00,7,13,6,7 +19080530,3.69418e+04,57,7,2,0,0,0,0,1,0,0,0,1,0,1,0,1,2.6165454e+03,0e+00,3.2203513e+02,40,9,3,3 +31348402,2.86028e+04,29,8,0,0,0,1,0,0,0,0,1,0,0,0,1,1,3.7258316e+02,9.8174146e+02,0e+00,32,34,8,8 +23172462,0e+00,21,2,0,1,0,0,0,0,0,0,1,0,0,1,0,1,1.6227582e+03,0e+00,1.6705901e+03,15,18,11,10 +24530238,1.42452e+04,83,1,2,1,0,0,0,1,0,0,0,1,0,1,1,1,9.482596e+02,1.8780044e+03,1.5881036e+02,31,24,24,114 +29988706,1.240448e+05,40,7,2,0,0,0,1,0,0,0,0,0,0,0,1,1,6.6988867e+03,1.1117734e+04,0e+00,8,9,50,64 +24528564,8.93214e+04,57,5,3,1,0,0,0,0,1,0,0,0,0,1,1,1,1.1205518e+03,3.5783037e+03,8.3483167e+02,11,7,10,155 +29979774,0e+00,21,6,0,1,0,0,0,1,0,0,1,0,0,1,1,1,1.5619403e+03,1.9218981e+03,1.7034824e+02,39,37,48,10 +13634660,0e+00,16,8,1,1,0,1,0,0,0,0,1,0,0,1,0,0,0e+00,0e+00,5.983945e+03,12,4,12,6 +27250600,7.85e+04,57,9,0,1,0,0,0,1,0,0,1,0,0,1,1,1,5.3824077e+03,2.0586672e+04,1.5167632e+03,21,15,116,25 +28625100,2.6458e+03,38,4,1,0,0,0,0,0,0,0,1,0,0,0,1,0,0e+00,2.5736e+03,0e+00,0,0,29,70 +21807504,1.953146e+05,58,11,1,1,0,0,1,0,0,0,0,0,0,1,0,1,5.9362334e+03,0e+00,4.507823e+03,25,25,21,26 +13628100,0e+00,18,3,1,1,0,0,0,0,0,0,1,0,0,1,1,1,1.938797e+03,3.5872832e+03,5.673617e+02,29,39,41,45 +20440695,4.69455e+04,45,2,2,0,0,0,0,0,0,0,0,1,0,1,1,0,0e+00,8.4794183e+02,9.90864e+02,26,6,6,6 +14994089,0e+00,17,2,2,1,0,0,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +25887120,9.6691e+03,38,5,2,0,0,0,0,1,0,0,0,1,0,1,1,1,1.4869402e+03,1.1114427e+03,1.1368147e+03,10,17,17,113 +13625080,9.802e+03,67,7,1,1,0,0,0,0,0,0,0,0,1,1,1,1,2.5295505e+03,2.4256243e+03,2.0781125e+02,30,32,26,131 +16354740,5.5413e+03,59,9,4,0,0,0,0,1,0,0,0,1,0,1,0,1,1.3401818e+03,0e+00,2.067301e+02,40,9,3,3 +23175352,6.43203e+04,55,1,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +21812320,0e+00,16,4,1,0,0,0,0,0,1,0,1,0,0,1,1,0,0e+00,4.7547055e+02,6.76725e+02,38,3,3,102 +31347298,1.49017e+04,65,5,0,1,0,0,0,0,0,1,0,1,0,1,1,1,5.5219415e+02,2.4029302e+03,2.5470506e+02,26,44,68,40 +28620837,0e+00,18,3,1,0,0,0,0,1,0,0,1,0,0,0,1,0,0e+00,1.8445e+02,0e+00,0,99,0,0 +21807344,2.020902e+05,57,10,2,1,0,0,0,0,0,0,0,1,0,0,1,1,2.6716724e+03,5.4111274e+03,0e+00,9,10,6,112 +17721717,4.25607e+04,55,12,2,1,0,0,0,0,0,0,1,0,0,1,1,1,2.4461628e+03,1.831766e+03,1.1458098e+03,7,37,49,70 +27257940,0e+00,17,4,0,0,0,0,0,1,0,0,1,0,0,0,1,0,0e+00,1.421171e+03,0e+00,0,99,0,0 +25896088,1.4503e+03,58,5,0,1,0,0,0,0,0,0,0,1,0,1,1,1,6.3254663e+03,3.645084e+03,4.727842e+01,26,27,35,24 +19086326,2.34052e+04,24,3,2,1,0,0,0,1,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +21803632,2.119234e+05,41,4,2,1,0,0,0,1,0,0,0,1,0,1,1,1,2.1651816e+03,2.4190203e+03,3.244564e+03,3,4,61,69 +20438775,4.21395e+04,74,11,2,0,0,0,1,0,0,0,0,1,0,0,1,0,0e+00,1.930593e+03,0e+00,0,0,0,99 +13626750,1.0608e+04,64,4,1,1,0,0,0,0,0,0,0,1,0,1,1,1,1.401831e+03,6.565015e+03,3.61513e+02,28,21,22,23 +29976430,6.04824e+04,54,14,0,1,0,1,0,0,0,0,1,0,0,1,1,1,4.1473457e+03,4.9473154e+03,1.1145255e+03,20,34,102,20 +17715698,1.1453e+04,31,8,4,1,0,0,0,0,0,0,0,1,0,1,1,1,2.8231682e+03,4.7215262e+02,3.4132988e+03,40,117,19,21 +23163690,1.4599e+04,55,1,2,1,0,0,0,0,0,0,0,1,0,1,0,0,0e+00,0e+00,7.30446e+02,3,3,3,3 +17722367,9.5355e+03,24,10,3,0,0,1,0,0,0,0,0,1,0,0,0,1,3.067188e+03,0e+00,0e+00,17,15,10,13 +19075560,6.96234e+04,63,3,1,1,0,0,1,0,0,0,0,1,0,0,1,0,0e+00,2.107934e+04,0e+00,0,91,5,3 +13634010,9.999e+03,45,5,1,0,0,0,0,1,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +20450670,4.7598e+04,40,7,5,0,0,1,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +31350932,8.00193e+04,52,2,2,1,0,0,0,0,0,0,0,1,0,0,1,1,2.5057391e+02,5.5815684e+03,0e+00,15,94,3,3 +28619535,1.9108e+03,29,8,1,0,0,0,0,0,0,0,1,0,0,1,1,1,7.513705e+01,1.240975e+02,1.1103109e+03,19,8,11,6 +25888887,7.7516e+03,41,8,2,0,0,0,0,1,0,0,0,1,0,1,1,0,0e+00,1.9269518e+04,2.3149672e+04,9,10,14,106 +29996010,8.24362e+04,60,10,1,1,0,0,0,0,0,0,0,1,0,1,0,1,3.108955e+04,0e+00,8.883078e+02,29,3,3,3 +13633480,3.6259e+04,46,6,3,1,0,0,0,0,0,0,0,1,0,1,1,1,2.5870437e+03,6.8836265e+03,1.8035533e+03,32,24,21,131 +17720001,0e+00,11,6,2,1,0,0,0,1,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +17720209,1.3507e+03,75,12,2,0,0,0,0,0,0,0,0,1,0,1,1,1,7.6110046e+02,1.9271726e+03,3.28014e+02,9,16,76,58 +27261900,2.4792e+04,60,2,0,1,0,0,0,1,0,0,0,1,0,1,1,0,0e+00,7.4551104e+03,5.0177627e+03,90,11,4,4 +29991522,4.09134e+04,24,9,0,0,0,1,0,0,0,0,1,0,0,1,1,0,0e+00,4.9293345e+03,1.4833106e+04,5,37,55,42 +19084730,0e+00,18,3,1,0,0,0,0,0,0,0,1,0,0,1,1,1,5.564286e+02,1.814028e+03,5.568736e+02,28,5,3,104 +23177188,1.0721e+04,42,8,0,1,0,0,0,0,0,0,0,1,0,0,1,1,3.1635203e+03,1.2656912e+03,0e+00,0,11,78,85 +16361388,6.3556e+03,37,7,3,1,0,1,0,0,0,0,1,0,0,0,1,1,8.366277e+02,2.4755955e+03,0e+00,18,110,10,10 +27262060,8.8614e+04,33,5,3,0,0,1,0,0,0,0,0,1,0,0,1,1,4.3737397e+03,3.2693362e+03,0e+00,0,4,16,112 +16354296,1.26508e+04,44,4,7,1,0,1,0,0,0,0,0,1,0,1,1,1,5.560327e+02,9.671083e+02,5.6192e+02,27,96,66,33 +13625690,6.13e+04,51,1,3,0,0,0,0,0,0,0,0,1,0,0,1,1,9.127559e+03,1.5361316e+03,0e+00,28,0,96,3 +27258760,0e+00,16,3,0,0,0,0,0,0,1,0,1,0,0,0,1,1,5.017351e+03,1.3023753e+04,0e+00,18,17,43,85 +23172683,0e+00,20,1,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +20445795,8.25915e+04,35,2,2,0,0,0,0,0,0,0,1,0,0,0,0,1,4.682259e+03,0e+00,0e+00,9,3,6,0 +31355210,0e+00,16,1,0,0,0,0,0,0,1,0,1,0,0,1,1,0,0e+00,2.2468254e+02,3.3161398e+02,38,3,3,102 +23177783,1.1296e+03,30,5,0,0,0,1,0,0,0,0,1,0,0,0,1,1,2.150529e+01,2.843736e+03,0e+00,99,0,2,3 +17714905,4.4304e+04,45,5,2,1,0,0,0,0,1,0,1,0,0,1,1,1,6.6943384e+02,2.3391833e+03,8.963055e+02,20,27,14,104 +25900021,2.0955e+03,51,6,0,0,0,0,0,0,0,0,1,0,0,0,1,1,2.979274e+02,1.5564595e+03,0e+00,21,13,21,18 +14994419,1.1473e+04,28,7,2,1,0,0,0,1,0,0,1,0,0,0,1,1,2.9882874e+02,4.480129e+03,0e+00,48,54,13,6 +24525180,1.944e+04,91,9,2,1,0,0,0,0,0,0,0,1,0,0,1,0,0e+00,3.15079e+03,0e+00,23,26,23,23 +25897209,1.71471e+04,60,7,0,0,0,0,0,1,0,0,0,0,0,1,1,1,4.5490776e+03,3.178888e+04,2.195377e+03,20,32,71,71 +16353312,5.7265e+03,71,6,3,0,0,0,0,0,0,0,0,1,0,0,1,0,0e+00,3.344448e+03,0e+00,11,31,36,21 +21804240,7.1994e+03,18,6,1,1,0,1,0,0,0,0,1,0,0,1,1,1,1.390228e+03,4.5435376e+03,2.3812949e+02,26,13,14,142 +28629321,8.3981e+03,41,1,1,1,1,0,0,0,0,0,1,0,0,1,1,0,0e+00,4.4110273e+03,1.724525e+02,10,105,11,6 +27264060,1.65224e+05,56,8,1,0,0,0,1,0,0,0,0,1,0,1,1,0,0e+00,1.0125748e+04,1.1942458e+04,24,9,16,90 +21805712,2.10288e+04,84,7,1,0,0,0,0,0,0,0,1,0,0,1,1,1,1.3065863e+02,1.8904576e+02,3.031145e+02,19,21,17,122 +17722510,0e+00,12,4,2,0,0,0,0,0,1,0,1,0,0,1,1,0,0e+00,9.117025e+02,1.3510372e+03,38,3,3,102 +28625121,1.11096e+04,41,1,1,1,0,0,0,0,1,0,0,0,1,1,0,1,1.5007279e+03,0e+00,3.127764e+03,31,21,6,3 +19078164,1.97974e+04,19,4,1,0,0,0,0,0,0,0,1,0,0,0,1,1,1.9499077e+03,2.1268315e+02,0e+00,13,9,109,12 +28632114,8.6245e+03,58,8,1,0,0,0,0,1,0,0,1,0,0,1,1,0,0e+00,4.6843994e+03,3.7624567e+02,0,0,40,73 +17712396,5.23276e+04,36,3,7,1,0,0,0,0,1,0,0,0,1,0,1,1,1.0635385e+03,2.4688658e+04,0e+00,21,64,42,3 +31339064,0e+00,16,1,0,0,0,1,0,0,0,0,1,0,0,1,1,1,7.7692306e-01,3.4999697e+03,1.7800615e+02,91,23,6,9 +16349808,2.1111e+03,45,5,3,1,0,0,0,0,0,0,1,0,0,1,1,1,6.796906e+02,1.7662892e+03,8.276945e+02,27,20,27,113 +28630686,1.30691e+04,31,1,4,1,0,0,0,1,0,0,0,1,0,1,0,0,0e+00,0e+00,7.9171e+03,31,3,3,3 +25904448,0e+00,22,4,0,1,0,0,0,1,0,0,1,0,0,1,1,1,1.450406e+03,7.9508003e+03,1.90716e+02,16,11,57,72 +14989502,3.1944e+04,34,4,3,0,0,1,0,0,0,0,0,1,0,1,1,0,0e+00,7.885847e+03,2.5728812e+02,21,22,14,20 +27259820,4.3314e+04,49,11,0,1,0,0,0,0,1,0,1,0,0,1,1,1,4.784302e+03,9.39042e+02,4.7393402e+02,26,25,73,63 +23162262,7.5977e+03,81,7,0,1,0,0,0,0,1,0,0,0,1,1,1,0,0e+00,7.2697134e+03,3.31912e+02,15,13,10,12 +31341203,4.51927e+04,66,5,0,0,0,0,0,1,0,0,0,1,0,1,0,1,1.1911531e+03,0e+00,1.2973608e+03,52,14,14,17 +17715269,4.06861e+04,36,3,2,0,0,0,0,0,0,0,0,1,0,1,1,0,0e+00,1.7656255e+03,1.0520863e+03,26,6,6,6 +28619367,1.3079e+03,85,5,1,1,0,0,0,1,0,0,0,1,0,1,1,0,0e+00,1.6499957e+03,3.0261786e+02,12,18,13,111 +21810928,1.21862e+05,59,12,1,0,0,1,0,0,0,0,0,1,0,0,1,0,0e+00,1.9398943e+04,0e+00,0,0,0,99 +13626260,1.5993e+04,31,1,4,1,0,0,0,0,0,0,0,1,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +21804528,4.20368e+04,49,12,1,0,0,0,0,0,1,0,1,0,0,1,1,0,0e+00,1.351518e+03,2.9748615e+02,5,7,6,104 +25906120,1.5272e+03,27,3,0,1,0,0,0,0,0,0,1,0,0,0,1,0,0e+00,9.429542e+03,0e+00,0,0,6,93 +13631970,1.9088e+04,53,3,3,1,0,1,0,0,0,0,0,1,0,1,1,1,9.2808e+02,3.398075e+03,2.1668652e+02,36,33,54,47 +28632156,1.282e+03,27,6,2,1,0,0,0,0,0,0,0,1,0,0,1,0,0e+00,5.8604e+02,0e+00,0,0,0,99 +25906139,1.452e+03,71,8,0,1,0,0,0,0,0,0,0,1,0,1,1,0,0e+00,7.439505e+02,1.4207843e+03,9,9,8,106 +17712539,7.5231e+03,14,6,2,0,0,1,0,0,0,0,1,0,0,0,1,0,0e+00,1.4469047e+04,0e+00,0,25,47,27 +24536106,6.97248e+04,50,7,7,0,0,0,0,0,0,0,0,0,0,1,1,1,1.1282097e+03,2.8118707e+02,7.122151e+01,29,40,23,27 +21805424,1.12619e+05,33,6,4,0,0,0,0,0,0,0,0,0,1,1,1,1,5.961619e+03,1.1243493e+04,3.3654563e+03,31,42,38,132 +28619451,2.33108e+04,53,3,1,0,0,0,0,0,0,0,1,0,0,0,1,1,6.638794e+03,8.308115e+02,0e+00,8,7,8,29 +24536556,7.32078e+04,32,0,4,0,0,0,1,0,0,0,0,0,1,1,1,1,6.602979e+02,4.2441238e+02,6.767484e+01,30,67,55,11 +21804688,7.5712e+04,36,9,3,0,0,1,0,0,0,0,0,0,1,1,1,1,4.548817e+02,7.723817e+03,5.889003e+02,16,33,44,58 +23164098,4.91356e+04,58,4,2,0,0,0,0,0,1,0,0,1,0,1,1,1,2.7073508e+03,1.4476961e+04,4.48155e+03,6,71,75,39 +24525666,0e+00,15,5,2,1,0,0,0,1,0,0,1,0,0,1,0,0,0e+00,0e+00,1.84112e+03,8,6,7,7 +23173091,4.00326e+04,40,3,2,0,0,0,1,0,0,0,0,0,0,0,1,1,2.5565508e+03,7.397721e+03,0e+00,8,9,50,64 +20448645,2.48685e+04,40,7,4,0,0,0,0,0,0,0,0,1,0,1,1,1,1.0713749e+03,6.808723e+03,4.68761e+02,10,23,20,118 +27250520,8.7744e+04,41,3,0,1,0,1,0,0,0,0,0,1,0,1,1,1,3.949793e+03,1.5330729e+04,2.1230776e+03,42,74,9,10 +16350744,1.33417e+04,49,9,3,1,0,1,0,0,0,0,1,0,0,1,1,1,3.2448796e+03,1.263893e+04,2.0690046e+03,135,19,6,6 +27253700,6.816e+04,49,4,0,1,0,0,0,0,1,0,1,0,0,1,1,1,2.1313813e+03,4.0653108e+03,2.2174626e+03,20,27,14,104 +20447505,5.95545e+04,43,10,2,1,0,0,0,0,0,0,1,0,0,1,1,0,0e+00,1.1550828e+04,2.3856404e+03,6,20,57,47 +27266140,5.368e+03,26,4,0,1,0,0,1,0,0,0,1,0,0,1,1,1,9.97833e+03,9.762983e+03,6.085613e+02,21,24,50,121 +14997576,1.62459e+04,33,3,5,1,0,1,0,0,0,0,0,1,0,0,1,0,0e+00,4.29188e+02,0e+00,98,0,0,0 +25902244,3.1202e+03,37,4,3,0,0,0,0,0,0,0,0,1,0,1,0,0,0e+00,0e+00,9.971498e+03,26,10,5,3 +23163282,7.1178e+03,40,6,0,1,0,0,0,1,0,0,0,1,0,1,1,1,2.5588904e+03,1.3922256e+03,3.995318e+02,30,28,21,130 +20443875,2.26155e+04,79,6,2,1,0,0,0,0,0,0,0,1,0,1,0,1,2.1628508e+03,0e+00,4.5551187e+03,22,19,22,21 +31357372,3.473e+04,37,7,0,1,0,0,0,0,0,0,0,1,0,0,1,1,1.5822543e+03,9.583428e+02,0e+00,0,11,78,85 +13627930,2.912e+04,37,7,3,0,0,1,0,0,0,0,0,0,1,1,1,1,5.4914703e+02,5.469235e+03,6.296008e+02,16,33,44,58 +28617981,2.8382e+03,24,3,2,0,0,0,0,0,0,0,0,0,0,1,1,1,5.4912476e+01,1.7262675e+03,3.0834308e+02,20,24,29,24 +28627872,2.0189e+03,66,6,1,1,0,0,0,1,0,0,0,1,0,0,0,1,9.8e+02,0e+00,0e+00,18,10,0,0 +28617960,9.1751e+03,69,9,1,0,0,1,0,0,0,0,0,1,0,0,1,0,0e+00,6.00723e+03,0e+00,11,17,14,15 +19087586,2.2274e+03,26,5,1,0,0,1,0,0,0,0,1,0,0,0,1,1,2.8828558e+01,3.830646e+03,0e+00,99,0,2,3 +28619409,1.04061e+04,54,4,2,1,0,0,0,0,0,0,0,1,0,1,1,1,4.5541415e+02,1.8471278e+03,5.8303436e+02,33,16,63,56 +19083344,1.69008e+04,68,8,1,0,0,0,0,1,0,0,0,1,0,0,0,1,5.4369e+02,0e+00,0e+00,0,0,2,3 +14989887,0e+00,18,3,2,1,0,0,0,1,0,0,1,0,0,1,1,1,8.410448e+02,1.3362141e+03,1.1327714e+02,39,37,48,10 +14988358,0e+00,19,4,2,1,0,0,0,0,0,0,1,0,0,1,1,1,1.1195363e+03,3.4040957e+03,6.725326e+02,23,40,51,61 +23176984,4.0981e+03,23,4,0,0,0,0,0,0,1,0,1,0,0,1,1,1,1.164033e+03,2.1132834e+03,1.5140693e+03,125,16,20,24 +20440590,0e+00,20,9,2,1,0,0,0,0,0,0,1,0,0,0,0,0,0e+00,0e+00,0e+00,0,0,0,0 +24530274,5.2416e+04,38,6,4,0,0,1,0,0,0,0,0,0,1,1,1,1,2.1308119e+02,2.692918e+03,2.5601907e+02,16,33,44,58 diff --git a/Getting_Started/Teradataml_Widgets/data/LinReg.json b/Getting_Started/Teradataml_Widgets/data/LinReg.json new file mode 100644 index 00000000..c1105927 --- /dev/null +++ b/Getting_Started/Teradataml_Widgets/data/LinReg.json @@ -0,0 +1,34 @@ +{ + "required_input": [ + { + "value": "titanic", + "partitionAttributes": "", + "orderByColumn": "", + "kind": "PartitionByNone" + } + ], + "arguments": { + "Inputcolumns": [ + "age", + "pclass" + ], + "ResponseColumn": "fare", + "GroupBycolumns": "", + "Stepwise": false, + "Backward": "", + "BackwardOnly": "", + "Forward": "", + "ForwardOnly": "", + "F-Statistic": false, + "T-StatisticP-value": false, + "Constant": "", + "MatrixInput": false, + "XMLReport": "", + "StatsReport": "", + "ConditionIndexThreshold": 37.0, + "EntranceCriterion": 3.84, + "RemoveCriterion": 3.84, + "VarianceProportionThreshold": 0.5 + }, + "function_name": "Linear Regression VAL" +} \ No newline at end of file diff --git a/Getting_Started/Teradataml_Widgets/data/LinRegPredict.json b/Getting_Started/Teradataml_Widgets/data/LinRegPredict.json new file mode 100644 index 00000000..c6cbd38b --- /dev/null +++ b/Getting_Started/Teradataml_Widgets/data/LinRegPredict.json @@ -0,0 +1,27 @@ +{ + "required_input": [ + { + "value": "titanic", + "partitionAttributes": "", + "orderByColumn": "", + "kind": "PartitionByNone" + }, + { + "value": "Project_OutLinearRegression", + "partitionAttributes": "", + "orderByColumn": "", + "kind": "PartitionByNone" + } + ], + "arguments": { + "IndexColumns": [ + "SURVIVED" + ], + "ResponseColumn": "fare", + "Accumulate": [ + "age", + "pclass" + ] + }, + "function_name": "Linear Regression Predict VAL" +} \ No newline at end of file diff --git a/Getting_Started/Teradataml_Widgets/data/MovingAverage.json b/Getting_Started/Teradataml_Widgets/data/MovingAverage.json new file mode 100644 index 00000000..5b19e167 --- /dev/null +++ b/Getting_Started/Teradataml_Widgets/data/MovingAverage.json @@ -0,0 +1,21 @@ +{ + "required_input": [ + { + "value": "ibm_stock", + "partitionAttributes": "", + "orderByColumn": "", + "kind": "None" + } + ], + "arguments": { + "TargetColumns": [ + "stockprice" + ], + "IncludeFirst": false, + "Alpha": 0.22, + "StartRows": 3.0, + "WindowSize": 11.0, + "MavgType": "M" + }, + "function_name": "MovingAverage" +} \ No newline at end of file diff --git a/Getting_Started/Teradataml_Widgets/data/ex1pModForDSS.out b/Getting_Started/Teradataml_Widgets/data/ex1pModForDSS.out new file mode 100644 index 00000000..2bdc8c58 --- /dev/null +++ b/Getting_Started/Teradataml_Widgets/data/ex1pModForDSS.out @@ -0,0 +1 @@ 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 \ No newline at end of file diff --git a/Getting_Started/Teradataml_Widgets/data/ex1pScoViaDSS.py b/Getting_Started/Teradataml_Widgets/data/ex1pScoViaDSS.py new file mode 100644 index 00000000..955af22e --- /dev/null +++ b/Getting_Started/Teradataml_Widgets/data/ex1pScoViaDSS.py @@ -0,0 +1,170 @@ +################################################################################ +# The contents of this file are Teradata Public Content +# and have been released to the Public Domain. +# Licensed under BSD; see "license.txt" file for more information. +# Copyright (c) 2021 by Teradata +################################################################################ +# +# R And Python Analytics with SCRIPT Table Operator +# Orange Book supplementary material +# Alexander Kolovos - October 2021 - v.2.1 +# +# Example 1: Scoring (Python version) +# File : script_example.py +# +# Score input rows from database by using model information from +# an existing Python model object. +# Use case: +# Predict the propensity of a financial services customer base +# to open a credit card account. +# +# Script performs identical task as ex1pScoNonIter.py. Reads in data in chunks. +# Script accounts for the general scenario that an AMP might have no data. +# +# Requires numpy, pandas, scikitlearn, pickle, and base64 add-on packages. +# +# Required input: +# - ADS_Final_Test table data set made with DSS +# - scoring model saved in Python model object "ex1pMod.out" +# +# Output: +# - cust_id : The customer ID +# - Prob0 : Probability that a customer does not open an account +# - Prob1 : Probability that a customer opens an account +# - cc_acct_ind: [Actual outcome] +# +################################################################################ + +# Load dependency packages +import sys +import numpy as np +import pandas as pd +from sklearn.ensemble import RandomForestClassifier +import pickle +import base64 +import warnings + +# pickle will issue a caution warning, if model pickling was done with +# different library version than used here. The following disables any warnings +# that might otherwise show in the scriptlog files on the Advanced SQL Engine +# nodes in this case. Yet, do keep an eye for incompatible pickle versions. +warnings.filterwarnings("ignore") + +# Read input +DELIMITER = '\t' + +# Know your data: You must know in advance the number and data types of the +# incoming columns from the SQL Engine database! +# For this script, the input expected format is: +# 0: p_id, 1-5: indep vars, 6: dep var, 7: nRow, 8: model (if nRow==1), NULL o/w +colNames = ['cust_id', 'income', 'age', 'years_with_bank', + 'nbr_children', 'female', + 'single', 'separated', 'married', + 'resident_TX', 'resident_CA', 'resident_IL', + 'resident_NY', 'resident_OH', 'resident_AZ', + 'acct_SV', 'acct_CK', 'acct_CC', + 'CC_Amount', 'CK_Amounts', 'SV_Amounts', 'Q4_Trans', + 'Q3_Trans', 'Q2_Trans', 'Q1_Trans'] +# Of the above input columns, the following ones are of type float: income, +# CC_Amount, CK_Amounts, SV_Amounts. The rest are integer variables. +# If any numbers are streamed in scientific format that contains blanks i +# (such as "1 E002" for 100), the following Lambda functions remove blanks +# from the input string so that Python interprets the number correctly. +sciStrToFloat = lambda x: float("".join(x.split())) +sciStrToInt = lambda x: int(float("".join(x.split()))) +# Use these Lambda functions in the following converters for each input culumn. +converters = { 0: sciStrToInt, + 1: sciStrToFloat, + 2: sciStrToInt, + 3: sciStrToInt, + 4: sciStrToInt, + 5: sciStrToInt, + 6: sciStrToInt, + 7: sciStrToInt, + 8: sciStrToInt, + 9: sciStrToInt, + 10: sciStrToInt, + 11: sciStrToInt, + 12: sciStrToInt, + 13: sciStrToInt, + 14: sciStrToInt, + 15: sciStrToInt, + 16: sciStrToInt, + 17: sciStrToInt, + 18: sciStrToFloat, + 19: sciStrToFloat, + 20: sciStrToFloat, + 21: sciStrToInt, + 22: sciStrToInt, + 23: sciStrToInt, + 24: sciStrToInt} + +# Load model from input file +fIn = open('myDB/ex1pModForDSS.out', 'rb') # 'rb' for reading binary file +classifierPklB64 = fIn.read() +fIn.close() + +# Decode and unserialize from imported format +classifierPkl = base64.b64decode(classifierPklB64) +classifier = pickle.loads(classifierPkl) + +# Score the test table data with the given model +predictor_columns = ["income", "age", "years_with_bank", "nbr_children", + "female", "single", "married", "separated", + "acct_SV", "acct_CK", "CK_Amounts", "SV_Amounts", + "Q1_Trans", + "Q2_Trans", "Q3_Trans", "Q4_Trans"] + +### Ingest and process the rest of the input data rows, nRowsIn at a pass +### +nRowsIn = 500 + +# To read input in chunks, the read_csv reader function must have the +# iterator argument set to True. The following assigns the function to +# an object that we name reader. The reader object will be used in the +# following with the get_chunk() function to read the data in chunks. +reader = pd.read_csv(sys.stdin, sep=DELIMITER, header=None, names=colNames, + index_col=False, iterator=True, converters=converters) + +# Use try...except to produce an error if something goes wrong in the try block +try: + + while 1: + + try: + # CAUTION: The following statement CONTINUES the row index count for + # the DataFrame from where the previous iteration stopped! + dfToScore = reader.get_chunk(nRowsIn) + except (EOFError, StopIteration): + # Exit gracefully if no input received at all or iteration complete + sys.exit() + except: # Raise an exception if other error encountered + raise + + # Exit gracefully if DataFrame is empty + if dfToScore.empty: + sys.exit() + + # Specify the rows to be scored by the model and call the predictor. + X_test = dfToScore[predictor_columns] + PredictionProba = classifier.predict_proba(X_test) + + # Export results to the Database through standard output. + # In the following, the iterative process increases the dfToScore + # index values even across iterations. For this reason, we use + # positional indices with iat to print specific values. + # The cust_id is at column 0, and the cc_acct_ind is at column 17. + # In PredictionProba array, elem. 0 is Prob(0) and elem. 0 is Prob(1). + for i in range(0, dfToScore.shape[0]): + print(dfToScore.iat[i, 0], DELIMITER, + PredictionProba[i, 0], DELIMITER, + PredictionProba[i, 1], DELIMITER, + dfToScore.iat[i, 17]) + +except (SystemExit): + # Skip exception if system exit requested in try block + pass +except: # Specify in standard error any other error encountered + print("Script Failure :", sys.exc_info()[0], file=sys.stderr) + raise + sys.exit() diff --git a/Getting_Started/Teradataml_Widgets/data/script_example.py b/Getting_Started/Teradataml_Widgets/data/script_example.py new file mode 100644 index 00000000..9ff8d52f --- /dev/null +++ b/Getting_Started/Teradataml_Widgets/data/script_example.py @@ -0,0 +1,170 @@ +################################################################################ +# The contents of this file are Teradata Public Content +# and have been released to the Public Domain. +# Licensed under BSD; see "license.txt" file for more information. +# Copyright (c) 2021 by Teradata +################################################################################ +# +# R And Python Analytics with SCRIPT Table Operator +# Orange Book supplementary material +# Alexander Kolovos - October 2021 - v.2.1 +# +# Example 1: Scoring (Python version) +# File : script_example.py +# +# Score input rows from database by using model information from +# an existing Python model object. +# Use case: +# Predict the propensity of a financial services customer base +# to open a credit card account. +# +# Script performs identical task as ex1pScoNonIter.py. Reads in data in chunks. +# Script accounts for the general scenario that an AMP might have no data. +# +# Requires numpy, pandas, scikitlearn, pickle, and base64 add-on packages. +# +# Required input: +# - ADS_Final_Test table data set made with DSS +# - scoring model saved in Python model object "ex1pMod.out" +# +# Output: +# - cust_id : The customer ID +# - Prob0 : Probability that a customer does not open an account +# - Prob1 : Probability that a customer opens an account +# - cc_acct_ind: [Actual outcome] +# +################################################################################ + +# Load dependency packages +import sys +import numpy as np +import pandas as pd +from sklearn.ensemble import RandomForestClassifier +import pickle +import base64 +import warnings + +# pickle will issue a caution warning, if model pickling was done with +# different library version than used here. The following disables any warnings +# that might otherwise show in the scriptlog files on the Advanced SQL Engine +# nodes in this case. Yet, do keep an eye for incompatible pickle versions. +warnings.filterwarnings("ignore") + +# Read input +DELIMITER = '\t' + +# Know your data: You must know in advance the number and data types of the +# incoming columns from the SQL Engine database! +# For this script, the input expected format is: +# 0: p_id, 1-5: indep vars, 6: dep var, 7: nRow, 8: model (if nRow==1), NULL o/w +colNames = ['cust_id', 'income', 'age', 'years_with_bank', + 'nbr_children', 'female', + 'single', 'separated', 'married', + 'resident_TX', 'resident_CA', 'resident_IL', + 'resident_NY', 'resident_OH', 'resident_AZ', + 'acct_SV', 'acct_CK', 'acct_CC', + 'CC_Amount', 'CK_Amounts', 'SV_Amounts', 'Q4_Trans', + 'Q3_Trans', 'Q2_Trans', 'Q1_Trans'] +# Of the above input columns, the following ones are of type float: income, +# CC_Amount, CK_Amounts, SV_Amounts. The rest are integer variables. +# If any numbers are streamed in scientific format that contains blanks i +# (such as "1 E002" for 100), the following Lambda functions remove blanks +# from the input string so that Python interprets the number correctly. +sciStrToFloat = lambda x: float("".join(x.split())) +sciStrToInt = lambda x: int(float("".join(x.split()))) +# Use these Lambda functions in the following converters for each input culumn. +converters = { 0: sciStrToInt, + 1: sciStrToFloat, + 2: sciStrToInt, + 3: sciStrToInt, + 4: sciStrToInt, + 5: sciStrToInt, + 6: sciStrToInt, + 7: sciStrToInt, + 8: sciStrToInt, + 9: sciStrToInt, + 10: sciStrToInt, + 11: sciStrToInt, + 12: sciStrToInt, + 13: sciStrToInt, + 14: sciStrToInt, + 15: sciStrToInt, + 16: sciStrToInt, + 17: sciStrToInt, + 18: sciStrToFloat, + 19: sciStrToFloat, + 20: sciStrToFloat, + 21: sciStrToInt, + 22: sciStrToInt, + 23: sciStrToInt, + 24: sciStrToInt} + +# Load model from input file +fIn = open('/ex1pModForDSS.out', 'rb') # 'rb' for reading binary file +classifierPklB64 = fIn.read() +fIn.close() + +# Decode and unserialize from imported format +classifierPkl = base64.b64decode(classifierPklB64) +classifier = pickle.loads(classifierPkl) + +# Score the test table data with the given model +predictor_columns = ["income", "age", "years_with_bank", "nbr_children", + "female", "single", "married", "separated", + "acct_SV", "acct_CK", "CK_Amounts", "SV_Amounts", + "Q1_Trans", + "Q2_Trans", "Q3_Trans", "Q4_Trans"] + +### Ingest and process the rest of the input data rows, nRowsIn at a pass +### +nRowsIn = 500 + +# To read input in chunks, the read_csv reader function must have the +# iterator argument set to True. The following assigns the function to +# an object that we name reader. The reader object will be used in the +# following with the get_chunk() function to read the data in chunks. +reader = pd.read_csv(sys.stdin, sep=DELIMITER, header=None, names=colNames, + index_col=False, iterator=True, converters=converters) + +# Use try...except to produce an error if something goes wrong in the try block +try: + + while 1: + + try: + # CAUTION: The following statement CONTINUES the row index count for + # the DataFrame from where the previous iteration stopped! + dfToScore = reader.get_chunk(nRowsIn) + except (EOFError, StopIteration): + # Exit gracefully if no input received at all or iteration complete + sys.exit() + except: # Raise an exception if other error encountered + raise + + # Exit gracefully if DataFrame is empty + if dfToScore.empty: + sys.exit() + + # Specify the rows to be scored by the model and call the predictor. + X_test = dfToScore[predictor_columns] + PredictionProba = classifier.predict_proba(X_test) + + # Export results to the Database through standard output. + # In the following, the iterative process increases the dfToScore + # index values even across iterations. For this reason, we use + # positional indices with iat to print specific values. + # The cust_id is at column 0, and the cc_acct_ind is at column 17. + # In PredictionProba array, elem. 0 is Prob(0) and elem. 0 is Prob(1). + for i in range(0, dfToScore.shape[0]): + print(dfToScore.iat[i, 0], DELIMITER, + PredictionProba[i, 0], DELIMITER, + PredictionProba[i, 1], DELIMITER, + dfToScore.iat[i, 17]) + +except (SystemExit): + # Skip exception if system exit requested in try block + pass +except: # Specify in standard error any other error encountered + print("Script Failure :", sys.exc_info()[0], file=sys.stderr) + raise + sys.exit() From ea68747595756a8cf79c57e21ddd49d4a0dfc851 Mon Sep 17 00:00:00 2001 From: dallasbowden Date: Wed, 17 Dec 2025 04:05:06 +0000 Subject: [PATCH 5/5] Updated the steps to execute the AutoML widget. --- .../Teradataml_Widgets/AutoML_Tutorial.ipynb | 27 ++++++++++++------- 1 file changed, 17 insertions(+), 10 deletions(-) diff --git a/Getting_Started/Teradataml_Widgets/AutoML_Tutorial.ipynb b/Getting_Started/Teradataml_Widgets/AutoML_Tutorial.ipynb index 34799951..25291428 100644 --- a/Getting_Started/Teradataml_Widgets/AutoML_Tutorial.ipynb +++ b/Getting_Started/Teradataml_Widgets/AutoML_Tutorial.ipynb @@ -38,8 +38,8 @@ "
                \n", "\n", "##### For ClearScape:\n", - "

                Install/update packages - Do this the first time running this (or Tutorial) Notebook ONLY.

                \n", - "

                NOTE: You will have to SHUTDOWN (file->shutdown) and reopen to run Demo.

                " + "

                Install/update packages - Do this if you have any issues executing the cells in this notebook.

                \n", + "

                NOTE: If you update the teradatamlwidgets library, you will need to restart the Kernel.

                " ] }, { @@ -49,7 +49,7 @@ "metadata": {}, "outputs": [], "source": [ - "#pip install teradatamlwidgets" + "#pip --upgrade teradatamlwidgets" ] }, { @@ -97,7 +97,9 @@ { "cell_type": "markdown", "id": "84f2ea00", - "metadata": {}, + "metadata": { + "tags": [] + }, "source": [ "## Setting up the test train data\n", "\n", @@ -147,7 +149,9 @@ { "cell_type": "markdown", "id": "e38b8ba4", - "metadata": {}, + "metadata": { + "tags": [] + }, "source": [ "#### Code Explanation\n", "Below is the basic set up of the notebook with the mandatory parameters\n", @@ -166,11 +170,12 @@ "\n", "## Example: AutoML Classification Standalone\n", "\n", - "Run the cell and in the UI do the following:\n", + "Run the cell to open the AutoML UI. Then follow these steps:\n", "\n", "1. In Initialize tab, set Target Column to species and click Fit\n", - "2. After Fit has completed, click on the Leaderboard to see the top leaders\n", - "3. In the Prediction tab, click Execute and see the resulting predicted output" + "2. After Fit has completed, click the Close button.\n", + "3. Then click Leaderboard to see the top leaders. Then click the Close button.\n", + "4. In the Prediction tab, click Execute to calculate the predicted output. Clicking the Close button will return you to the AutoML configuration options." ] }, { @@ -258,7 +263,9 @@ { "cell_type": "markdown", "id": "bc345b04-3c59-43db-855b-1d2ddd254883", - "metadata": {}, + "metadata": { + "tags": [] + }, "source": [ "## Example: AutoML Classification Integrated Function UI" ] @@ -308,7 +315,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.12.11" + "version": "3.11.14" } }, "nbformat": 4,