diff --git a/.gitignore b/.gitignore
index 8200767..658fb10 100644
--- a/.gitignore
+++ b/.gitignore
@@ -9,3 +9,18 @@
 *.crc
 *.parquet
 */*/_SUCCESS
+
+# JetBrains IDE
+.idea/
+
+# Spark-Programming-In-Python
+app-logs/
+metastore_db/
+spark-warehouse/
+derby.log
+
+# 05-DataSinkDemo
+05-DataSinkDemo/dataSink/
+
+# 14-GroupingDemo
+14-GroupingDemo/output/
\ No newline at end of file
diff --git a/.run/runConfigurations/HelloRDD.run.xml b/.run/runConfigurations/HelloRDD.run.xml
new file mode 100644
index 0000000..170d6f8
--- /dev/null
+++ b/.run/runConfigurations/HelloRDD.run.xml
@@ -0,0 +1,25 @@
+<component name="ProjectRunConfigurationManager">
+  <configuration default="false" name="HelloRDD" type="PythonConfigurationType" factoryName="Python" nameIsGenerated="true">
+    <module name="Spark-Programming-In-Python" />
+    <option name="ENV_FILES" value="" />
+    <option name="INTERPRETER_OPTIONS" value="" />
+    <option name="PARENT_ENVS" value="true" />
+    <envs>
+      <env name="PYTHONUNBUFFERED" value="1" />
+    </envs>
+    <option name="SDK_HOME" value="" />
+    <option name="WORKING_DIRECTORY" value="$PROJECT_DIR$/02-HelloRDD" />
+    <option name="IS_MODULE_SDK" value="true" />
+    <option name="ADD_CONTENT_ROOTS" value="true" />
+    <option name="ADD_SOURCE_ROOTS" value="true" />
+    <EXTENSION ID="PythonCoverageRunConfigurationExtension" runner="coverage.py" />
+    <option name="SCRIPT_NAME" value="$PROJECT_DIR$/02-HelloRDD/HelloRDD.py" />
+    <option name="PARAMETERS" value="data/sample.csv" />
+    <option name="SHOW_COMMAND_LINE" value="false" />
+    <option name="EMULATE_TERMINAL" value="false" />
+    <option name="MODULE_MODE" value="false" />
+    <option name="REDIRECT_INPUT" value="false" />
+    <option name="INPUT_FILE" value="" />
+    <method v="2" />
+  </configuration>
+</component>
\ No newline at end of file
diff --git a/.run/runConfigurations/HelloSpark.run.xml b/.run/runConfigurations/HelloSpark.run.xml
new file mode 100644
index 0000000..1d99d41
--- /dev/null
+++ b/.run/runConfigurations/HelloSpark.run.xml
@@ -0,0 +1,25 @@
+<component name="ProjectRunConfigurationManager">
+  <configuration default="false" name="HelloSpark" type="PythonConfigurationType" factoryName="Python" nameIsGenerated="true">
+    <module name="Spark-Programming-In-Python" />
+    <option name="ENV_FILES" value="" />
+    <option name="INTERPRETER_OPTIONS" value="" />
+    <option name="PARENT_ENVS" value="true" />
+    <envs>
+      <env name="PYTHONUNBUFFERED" value="1" />
+    </envs>
+    <option name="SDK_HOME" value="" />
+    <option name="WORKING_DIRECTORY" value="$PROJECT_DIR$/01-HelloSpark" />
+    <option name="IS_MODULE_SDK" value="true" />
+    <option name="ADD_CONTENT_ROOTS" value="true" />
+    <option name="ADD_SOURCE_ROOTS" value="true" />
+    <EXTENSION ID="PythonCoverageRunConfigurationExtension" runner="coverage.py" />
+    <option name="SCRIPT_NAME" value="$PROJECT_DIR$/01-HelloSpark/HelloSpark.py" />
+    <option name="PARAMETERS" value="data/sample.csv" />
+    <option name="SHOW_COMMAND_LINE" value="false" />
+    <option name="EMULATE_TERMINAL" value="false" />
+    <option name="MODULE_MODE" value="false" />
+    <option name="REDIRECT_INPUT" value="false" />
+    <option name="INPUT_FILE" value="" />
+    <method v="2" />
+  </configuration>
+</component>
\ No newline at end of file
diff --git a/.run/runConfigurations/HelloSparkSQL.run.xml b/.run/runConfigurations/HelloSparkSQL.run.xml
new file mode 100644
index 0000000..d384f00
--- /dev/null
+++ b/.run/runConfigurations/HelloSparkSQL.run.xml
@@ -0,0 +1,25 @@
+<component name="ProjectRunConfigurationManager">
+  <configuration default="false" name="HelloSparkSQL" type="PythonConfigurationType" factoryName="Python" nameIsGenerated="true">
+    <module name="Spark-Programming-In-Python" />
+    <option name="ENV_FILES" value="" />
+    <option name="INTERPRETER_OPTIONS" value="" />
+    <option name="PARENT_ENVS" value="true" />
+    <envs>
+      <env name="PYTHONUNBUFFERED" value="1" />
+    </envs>
+    <option name="SDK_HOME" value="" />
+    <option name="WORKING_DIRECTORY" value="$PROJECT_DIR$/03-HelloSparkSQL" />
+    <option name="IS_MODULE_SDK" value="true" />
+    <option name="ADD_CONTENT_ROOTS" value="true" />
+    <option name="ADD_SOURCE_ROOTS" value="true" />
+    <EXTENSION ID="PythonCoverageRunConfigurationExtension" runner="coverage.py" />
+    <option name="SCRIPT_NAME" value="$PROJECT_DIR$/03-HelloSparkSQL/HelloSparkSQL.py" />
+    <option name="PARAMETERS" value="data/sample.csv" />
+    <option name="SHOW_COMMAND_LINE" value="false" />
+    <option name="EMULATE_TERMINAL" value="false" />
+    <option name="MODULE_MODE" value="false" />
+    <option name="REDIRECT_INPUT" value="false" />
+    <option name="INPUT_FILE" value="" />
+    <method v="2" />
+  </configuration>
+</component>
\ No newline at end of file
diff --git a/01-HelloSpark/test_utile.py b/01-HelloSpark/test_utils.py
similarity index 93%
rename from 01-HelloSpark/test_utile.py
rename to 01-HelloSpark/test_utils.py
index b843874..f685b8f 100644
--- a/01-HelloSpark/test_utile.py
+++ b/01-HelloSpark/test_utils.py
@@ -13,6 +13,10 @@ def setUpClass(cls) -> None:
             .appName("HelloSparkTest") \
             .getOrCreate()
 
+    @classmethod
+    def tearDownClass(cls) -> None:
+        cls.spark.stop()
+
     def test_datafile_loading(self):
         sample_df = load_survey_df(self.spark, "data/sample.csv")
         result_count = sample_df.count()
diff --git a/04-SparkSchemaDemo/SparkSchemaDemo.py b/04-SparkSchemaDemo/SparkSchemaDemo.py
index 1a146bc..bdfd9bf 100644
--- a/04-SparkSchemaDemo/SparkSchemaDemo.py
+++ b/04-SparkSchemaDemo/SparkSchemaDemo.py
@@ -34,6 +34,13 @@
           ORIGIN_CITY_NAME STRING, DEST STRING, DEST_CITY_NAME STRING, CRS_DEP_TIME INT, DEP_TIME INT, 
           WHEELS_ON INT, TAXI_IN INT, CRS_ARR_TIME INT, ARR_TIME INT, CANCELLED INT, DISTANCE INT"""
 
+    # CSV with inferred schema, this gives incorrect schema type for FL_DATE (string)
+    # flightTimeCsvDF = spark.read \
+    #     .format("csv") \
+    #     .option("header", "true") \
+    #     .option("inferSchema", "true") \
+    #     .load("data/flight*.csv")
+
     flightTimeCsvDF = spark.read \
         .format("csv") \
         .option("header", "true") \
@@ -45,6 +52,11 @@
     flightTimeCsvDF.show(5)
     logger.info("CSV Schema:" + flightTimeCsvDF.schema.simpleString())
 
+    # JSON with inferred schema, this gives incorrect schema type for FL_DATE (string)
+    # flightTimeJsonDF = spark.read \
+    #     .format("json") \
+    #     .load("data/flight*.json")
+
     flightTimeJsonDF = spark.read \
         .format("json") \
         .schema(flightSchemaDDL) \
@@ -54,9 +66,13 @@
     flightTimeJsonDF.show(5)
     logger.info("JSON Schema:" + flightTimeJsonDF.schema.simpleString())
 
+    # Parquet files include the schema, so no need to specify it
+    # There is a PyCharm plugin named "Avro and Parquet Viewer" you can install to view the parquet file schema/data.
     flightTimeParquetDF = spark.read \
         .format("parquet") \
         .load("data/flight*.parquet")
 
     flightTimeParquetDF.show(5)
     logger.info("Parquet Schema:" + flightTimeParquetDF.schema.simpleString())
+
+    spark.stop()
diff --git a/05-DataSinkDemo/DataSinkDemo.py b/05-DataSinkDemo/DataSinkDemo.py
index ce432e8..32a22fe 100644
--- a/05-DataSinkDemo/DataSinkDemo.py
+++ b/05-DataSinkDemo/DataSinkDemo.py
@@ -19,6 +19,13 @@
     logger.info("Num Partitions before: " + str(flightTimeParquetDF.rdd.getNumPartitions()))
     flightTimeParquetDF.groupBy(spark_partition_id()).count().show()
 
+    # Writes only 1 file because all the records are in the partition 0 (even though there are 2 partitions)
+    # flightTimeParquetDF.write \
+    #     .format("avro") \
+    #     .mode("overwrite") \
+    #     .option("path", "dataSink/avro/") \
+    #     .save()
+
     partitionedDF = flightTimeParquetDF.repartition(5)
     logger.info("Num Partitions after: " + str(partitionedDF.rdd.getNumPartitions()))
     partitionedDF.groupBy(spark_partition_id()).count().show()
@@ -29,10 +36,13 @@
         .option("path", "dataSink/avro/") \
         .save()
 
-    flightTimeParquetDF.write \
-        .format("json") \
-        .mode("overwrite") \
-        .option("path", "dataSink/json/") \
-        .partitionBy("OP_CARRIER", "ORIGIN") \
-        .option("maxRecordsPerFile", 10000) \
-        .save()
+    # This will take some time to complete
+    (flightTimeParquetDF.write
+     .format("json")
+     .mode("overwrite")
+     .option("path", "dataSink/json/")
+     .partitionBy("OP_CARRIER", "ORIGIN")
+     .option("maxRecordsPerFile", 10000)  # Use this to control the number of records per file and file size
+     .save())
+
+    spark.stop()
diff --git a/06-SparkSQLTableDemo/SparkSQLTableDemo.py b/06-SparkSQLTableDemo/SparkSQLTableDemo.py
index e7d34a9..8a2a94b 100644
--- a/06-SparkSQLTableDemo/SparkSQLTableDemo.py
+++ b/06-SparkSQLTableDemo/SparkSQLTableDemo.py
@@ -3,12 +3,12 @@
 from lib.logger import Log4j
 
 if __name__ == "__main__":
-    spark = SparkSession \
-        .builder \
-        .master("local[3]") \
-        .appName("SparkSQLTableDemo") \
-        .enableHiveSupport() \
-        .getOrCreate()
+    spark = (SparkSession
+             .builder
+             .master("local[3]")
+             .appName("SparkSQLTableDemo")
+             .enableHiveSupport()  # Needed to allow the connectivity to a persistent Hive metastore
+             .getOrCreate())
 
     logger = Log4j(spark)
 
@@ -17,10 +17,16 @@
         .load("dataSource/")
 
     spark.sql("CREATE DATABASE IF NOT EXISTS AIRLINE_DB")
-    spark.catalog.setCurrentDatabase("AIRLINE_DB")
+    spark.catalog.setCurrentDatabase("AIRLINE_DB")  # If not set, it will default to the default database
 
-    flightTimeParquetDF.write \
-        .mode("overwrite") \
-        .saveAsTable("flight_data_tbl")
+    (flightTimeParquetDF.write
+     # .format("csv")  # Uncomment if you would like to inspect the records, or use parquet plugin for PyCharm
+     .mode("overwrite")
+     # .partitionBy("ORIGIN", "OP_CARRIER")  # You do not want to partition on a column with too many unique values
+     .bucketBy(5, "OP_CARRIER", "ORIGIN")  # Bucketing is a way to distribute data across a fixed number of files
+     .sortBy("OP_CARRIER", "ORIGIN")  # Companion for bucketBy, it allows the files to be ready by certain operations
+     .saveAsTable("flight_data_tbl"))  # Alternatively you can use saveAsTable("AIRLINE_DB.flight_data_tbl")
 
     logger.info(spark.catalog.listTables("AIRLINE_DB"))
+
+    spark.stop()
\ No newline at end of file
diff --git a/07-Notebook/MyPythonNotebook.ipynb b/07-Notebook/MyPythonNotebook.ipynb
index b8161f9..15eced8 100644
--- a/07-Notebook/MyPythonNotebook.ipynb
+++ b/07-Notebook/MyPythonNotebook.ipynb
@@ -1 +1,102 @@
-{"cells":[{"cell_type":"code","source":["from pyspark.sql import *\nfrom pyspark.sql.functions import *\nfrom pyspark.sql.types import *\n\ndef to_date_df(df, fmt, fld):\n    return df.withColumn(fld, to_date(col(fld), fmt))"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["<style scoped>\n  .ansiout {\n    display: block;\n    unicode-bidi: embed;\n    white-space: pre-wrap;\n    word-wrap: break-word;\n    word-break: break-all;\n    font-family: \"Source Code Pro\", \"Menlo\", monospace;;\n    font-size: 13px;\n    color: #555;\n    margin-left: 4px;\n    line-height: 19px;\n  }\n</style>\n<div class=\"ansiout\"></div>"]}}],"execution_count":1},{"cell_type":"code","source":["my_schema = StructType([\n  StructField(\"ID\", StringType()),\n  StructField(\"EventDate\", StringType())])\n\nmy_rows = [Row(\"123\", \"04/05/2020\"), Row(\"124\", \"4/5/2020\"), Row(\"125\", \"04/5/2020\"), Row(\"126\", \"4/05/2020\")]\nmy_rdd = spark.sparkContext.parallelize(my_rows, 2)\nmy_df = spark.createDataFrame(my_rdd, my_schema)"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["<style scoped>\n  .ansiout {\n    display: block;\n    unicode-bidi: embed;\n    white-space: pre-wrap;\n    word-wrap: break-word;\n    word-break: break-all;\n    font-family: \"Source Code Pro\", \"Menlo\", monospace;;\n    font-size: 13px;\n    color: #555;\n    margin-left: 4px;\n    line-height: 19px;\n  }\n</style>\n<div class=\"ansiout\"></div>"]}}],"execution_count":2},{"cell_type":"code","source":["my_df.printSchema()\nmy_df.show()\nnew_df = to_date_df(my_df,  \"M/d/y\", \"EventDate\")\nnew_df.printSchema()\nnew_df.show() "],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["<style scoped>\n  .ansiout {\n    display: block;\n    unicode-bidi: embed;\n    white-space: pre-wrap;\n    word-wrap: break-word;\n    word-break: break-all;\n    font-family: \"Source Code Pro\", \"Menlo\", monospace;;\n    font-size: 13px;\n    color: #555;\n    margin-left: 4px;\n    line-height: 19px;\n  }\n</style>\n<div class=\"ansiout\">root\n-- ID: string (nullable = true)\n-- EventDate: string (nullable = true)\n\n+---+----------+\n ID| EventDate|\n+---+----------+\n123|04/05/2020|\n124|  4/5/2020|\n125| 04/5/2020|\n126| 4/05/2020|\n+---+----------+\n\nroot\n-- ID: string (nullable = true)\n-- EventDate: date (nullable = true)\n\n+---+----------+\n ID| EventDate|\n+---+----------+\n123|2020-04-05|\n124|2020-04-05|\n125|2020-04-05|\n126|2020-04-05|\n+---+----------+\n\n</div>"]}}],"execution_count":3}],"metadata":{"name":"MyPythonNotebook","notebookId":2858727166054233},"nbformat":4,"nbformat_minor":0}
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 0,
+   "metadata": {
+    "application/vnd.databricks.v1+cell": {
+     "cellMetadata": {
+      "byteLimit": 2048000,
+      "rowLimit": 10000
+     },
+     "inputWidgets": {},
+     "nuid": "cc1e9686-728e-460d-83c7-570ed284664d",
+     "showTitle": false,
+     "title": ""
+    }
+   },
+   "outputs": [],
+   "source": [
+    "from pyspark.sql import *\n",
+    "from pyspark.sql.functions import *\n",
+    "from pyspark.sql.types import *\n",
+    "\n",
+    "def to_date_df(df, fmt, fld):\n",
+    "    return df.withColumn(fld, to_date(col(fld), fmt))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 0,
+   "metadata": {
+    "application/vnd.databricks.v1+cell": {
+     "cellMetadata": {
+      "byteLimit": 2048000,
+      "rowLimit": 10000
+     },
+     "inputWidgets": {},
+     "nuid": "1f7e7d9c-53fc-452d-af00-f49c38616c76",
+     "showTitle": false,
+     "title": ""
+    }
+   },
+   "outputs": [],
+   "source": [
+    "my_schema = StructType([\n",
+    "  StructField(\"ID\", StringType()),\n",
+    "  StructField(\"EventDate\", StringType())])\n",
+    "\n",
+    "my_rows = [Row(\"123\", \"04/05/2020\"), Row(\"124\", \"4/5/2020\"), Row(\"125\", \"04/5/2020\"), Row(\"126\", \"4/05/2020\")]\n",
+    "my_rdd = spark.sparkContext.parallelize(my_rows, 2)\n",
+    "my_df = spark.createDataFrame(my_rdd, my_schema)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 0,
+   "metadata": {
+    "application/vnd.databricks.v1+cell": {
+     "cellMetadata": {
+      "byteLimit": 2048000,
+      "rowLimit": 10000
+     },
+     "inputWidgets": {},
+     "nuid": "61a01972-dea8-41d2-a05b-82311b420bd8",
+     "showTitle": false,
+     "title": ""
+    }
+   },
+   "outputs": [
+    {
+     "output_type": "stream",
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "root\n |-- ID: string (nullable = true)\n |-- EventDate: string (nullable = true)\n\n+---+----------+\n| ID| EventDate|\n+---+----------+\n|123|04/05/2020|\n|124|  4/5/2020|\n|125| 04/5/2020|\n|126| 4/05/2020|\n+---+----------+\n\nroot\n |-- ID: string (nullable = true)\n |-- EventDate: date (nullable = true)\n\n+---+----------+\n| ID| EventDate|\n+---+----------+\n|123|2020-04-05|\n|124|2020-04-05|\n|125|2020-04-05|\n|126|2020-04-05|\n+---+----------+\n\n"
+     ]
+    }
+   ],
+   "source": [
+    "my_df.printSchema()\n",
+    "my_df.show()\n",
+    "new_df = to_date_df(my_df,  \"M/d/y\", \"EventDate\")\n",
+    "new_df.printSchema()\n",
+    "new_df.show() "
+   ]
+  }
+ ],
+ "metadata": {
+  "application/vnd.databricks.v1+notebook": {
+   "dashboards": [],
+   "environmentMetadata": null,
+   "language": "python",
+   "notebookMetadata": {
+    "pythonIndentUnit": 4
+   },
+   "notebookName": "MyPythonNotebook",
+   "widgets": {}
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 0
+}
diff --git a/08-RowDemo/RowDemo.py b/08-RowDemo/RowDemo.py
index 2512a67..6b87271 100644
--- a/08-RowDemo/RowDemo.py
+++ b/08-RowDemo/RowDemo.py
@@ -31,3 +31,5 @@ def to_date_df(df, fmt, fld):
     new_df = to_date_df(my_df, "M/d/y", "EventDate")
     new_df.printSchema()
     new_df.show()
+
+    spark.stop()
diff --git a/08-RowDemo/RowDemo_Test.py b/08-RowDemo/RowDemo_Test.py
index 852c9b1..c749461 100644
--- a/08-RowDemo/RowDemo_Test.py
+++ b/08-RowDemo/RowDemo_Test.py
@@ -24,6 +24,10 @@ def setUpClass(cls) -> None:
         my_rdd = cls.spark.sparkContext.parallelize(my_rows, 2)
         cls.my_df = cls.spark.createDataFrame(my_rdd, my_schema)
 
+    @classmethod
+    def tearDownClass(cls) -> None:
+        cls.spark.stop()
+
     def test_data_type(self):
         rows = to_date_df(self.my_df, "M/d/y", "EventDate").collect()
         for row in rows:
diff --git a/09-LogFileDemo/LogFileDemo.py b/09-LogFileDemo/LogFileDemo.py
index cfbd9a1..566ed67 100644
--- a/09-LogFileDemo/LogFileDemo.py
+++ b/09-LogFileDemo/LogFileDemo.py
@@ -18,9 +18,18 @@
                              regexp_extract('value', log_reg, 6).alias('request'),
                              regexp_extract('value', log_reg, 10).alias('referrer'))
 
+    logs_df.printSchema()
+
+    # Pre-transformation where hosts are not properly grouped
+    # logs_df.groupBy("referrer") \
+    #     .count() \
+    #     .show(100, truncate=False)
+
     logs_df \
         .where("trim(referrer) != '-' ") \
         .withColumn("referrer", substring_index("referrer", "/", 3)) \
         .groupBy("referrer") \
         .count() \
         .show(100, truncate=False)
+
+    spark.stop()
diff --git a/10-ExploringColumns/ColumnsNotebook.ipynb b/10-ExploringColumns/ColumnsNotebook.ipynb
index 1e2bad2..37d29d4 100644
--- a/10-ExploringColumns/ColumnsNotebook.ipynb
+++ b/10-ExploringColumns/ColumnsNotebook.ipynb
@@ -1 +1,176 @@
-{"cells":[{"cell_type":"code","source":["%fs ls /databricks-datasets/"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["<style scoped>\n  .table-result-container {\n    max-height: 300px;\n    overflow: auto;\n  }\n  table, th, td {\n    border: 1px solid black;\n    border-collapse: collapse;\n  }\n  th, td {\n    padding: 5px;\n  }\n  th {\n    text-align: left;\n  }\n</style><div class='table-result-container'><table class='table-result'><thead style='background-color: white'><tr><th>path</th><th>name</th><th>size</th></tr></thead><tbody><tr><td>dbfs:/databricks-datasets/</td><td>databricks-datasets/</td><td>0</td></tr><tr><td>dbfs:/databricks-datasets/COVID/</td><td>COVID/</td><td>0</td></tr><tr><td>dbfs:/databricks-datasets/README.md</td><td>README.md</td><td>976</td></tr><tr><td>dbfs:/databricks-datasets/Rdatasets/</td><td>Rdatasets/</td><td>0</td></tr><tr><td>dbfs:/databricks-datasets/SPARK_README.md</td><td>SPARK_README.md</td><td>3359</td></tr><tr><td>dbfs:/databricks-datasets/adult/</td><td>adult/</td><td>0</td></tr><tr><td>dbfs:/databricks-datasets/airlines/</td><td>airlines/</td><td>0</td></tr><tr><td>dbfs:/databricks-datasets/amazon/</td><td>amazon/</td><td>0</td></tr><tr><td>dbfs:/databricks-datasets/asa/</td><td>asa/</td><td>0</td></tr><tr><td>dbfs:/databricks-datasets/atlas_higgs/</td><td>atlas_higgs/</td><td>0</td></tr><tr><td>dbfs:/databricks-datasets/bikeSharing/</td><td>bikeSharing/</td><td>0</td></tr><tr><td>dbfs:/databricks-datasets/cctvVideos/</td><td>cctvVideos/</td><td>0</td></tr><tr><td>dbfs:/databricks-datasets/credit-card-fraud/</td><td>credit-card-fraud/</td><td>0</td></tr><tr><td>dbfs:/databricks-datasets/cs100/</td><td>cs100/</td><td>0</td></tr><tr><td>dbfs:/databricks-datasets/cs110x/</td><td>cs110x/</td><td>0</td></tr><tr><td>dbfs:/databricks-datasets/cs190/</td><td>cs190/</td><td>0</td></tr><tr><td>dbfs:/databricks-datasets/data.gov/</td><td>data.gov/</td><td>0</td></tr><tr><td>dbfs:/databricks-datasets/definitive-guide/</td><td>definitive-guide/</td><td>0</td></tr><tr><td>dbfs:/databricks-datasets/flights/</td><td>flights/</td><td>0</td></tr><tr><td>dbfs:/databricks-datasets/flower_photos/</td><td>flower_photos/</td><td>0</td></tr><tr><td>dbfs:/databricks-datasets/flowers/</td><td>flowers/</td><td>0</td></tr><tr><td>dbfs:/databricks-datasets/genomics/</td><td>genomics/</td><td>0</td></tr><tr><td>dbfs:/databricks-datasets/hail/</td><td>hail/</td><td>0</td></tr><tr><td>dbfs:/databricks-datasets/iot/</td><td>iot/</td><td>0</td></tr><tr><td>dbfs:/databricks-datasets/iot-stream/</td><td>iot-stream/</td><td>0</td></tr><tr><td>dbfs:/databricks-datasets/learning-spark/</td><td>learning-spark/</td><td>0</td></tr><tr><td>dbfs:/databricks-datasets/learning-spark-v2/</td><td>learning-spark-v2/</td><td>0</td></tr><tr><td>dbfs:/databricks-datasets/lending-club-loan-stats/</td><td>lending-club-loan-stats/</td><td>0</td></tr><tr><td>dbfs:/databricks-datasets/med-images/</td><td>med-images/</td><td>0</td></tr><tr><td>dbfs:/databricks-datasets/mnist-digits/</td><td>mnist-digits/</td><td>0</td></tr><tr><td>dbfs:/databricks-datasets/news20.binary/</td><td>news20.binary/</td><td>0</td></tr><tr><td>dbfs:/databricks-datasets/nyctaxi/</td><td>nyctaxi/</td><td>0</td></tr><tr><td>dbfs:/databricks-datasets/online_retail/</td><td>online_retail/</td><td>0</td></tr><tr><td>dbfs:/databricks-datasets/overlap-join/</td><td>overlap-join/</td><td>0</td></tr><tr><td>dbfs:/databricks-datasets/power-plant/</td><td>power-plant/</td><td>0</td></tr><tr><td>dbfs:/databricks-datasets/rwe/</td><td>rwe/</td><td>0</td></tr><tr><td>dbfs:/databricks-datasets/sai-summit-2019-sf/</td><td>sai-summit-2019-sf/</td><td>0</td></tr><tr><td>dbfs:/databricks-datasets/sample_logs/</td><td>sample_logs/</td><td>0</td></tr><tr><td>dbfs:/databricks-datasets/samples/</td><td>samples/</td><td>0</td></tr><tr><td>dbfs:/databricks-datasets/sfo_customer_survey/</td><td>sfo_customer_survey/</td><td>0</td></tr><tr><td>dbfs:/databricks-datasets/sms_spam_collection/</td><td>sms_spam_collection/</td><td>0</td></tr><tr><td>dbfs:/databricks-datasets/songs/</td><td>songs/</td><td>0</td></tr><tr><td>dbfs:/databricks-datasets/structured-streaming/</td><td>structured-streaming/</td><td>0</td></tr><tr><td>dbfs:/databricks-datasets/timeseries/</td><td>timeseries/</td><td>0</td></tr><tr><td>dbfs:/databricks-datasets/tpch/</td><td>tpch/</td><td>0</td></tr><tr><td>dbfs:/databricks-datasets/weather/</td><td>weather/</td><td>0</td></tr><tr><td>dbfs:/databricks-datasets/wiki/</td><td>wiki/</td><td>0</td></tr><tr><td>dbfs:/databricks-datasets/wikipedia-datasets/</td><td>wikipedia-datasets/</td><td>0</td></tr></tbody></table></div>"]}}],"execution_count":1},{"cell_type":"code","source":["%fs 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head /databricks-datasets/airlines/part-00000"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["<style scoped>\n  .ansiout {\n    display: block;\n    unicode-bidi: embed;\n    white-space: pre-wrap;\n    word-wrap: break-word;\n    word-break: break-all;\n    font-family: \"Source Code Pro\", \"Menlo\", monospace;;\n    font-size: 13px;\n    color: #555;\n    margin-left: 4px;\n    line-height: 19px;\n  }\n</style>\n<div class=\"ansiout\">[Truncated to first 65536 bytes]\nYear,Month,DayofMonth,DayOfWeek,DepTime,CRSDepTime,ArrTime,CRSArrTime,UniqueCarrier,FlightNum,TailNum,ActualElapsedTime,CRSElapsedTime,AirTime,ArrDelay,DepDelay,Origin,Dest,Distance,TaxiIn,TaxiOut,Cancelled,CancellationCode,Diverted,CarrierDelay,WeatherDelay,NASDelay,SecurityDelay,LateAircraftDelay,IsArrDelayed,IsDepDelayed\n1987,10,14,3,741,730,912,849,PS,1451,NA,91,79,NA,23,11,SAN,SFO,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,15,4,729,730,903,849,PS,1451,NA,94,79,NA,14,-1,SAN,SFO,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,17,6,741,730,918,849,PS,1451,NA,97,79,NA,29,11,SAN,SFO,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,18,7,729,730,847,849,PS,1451,NA,78,79,NA,-2,-1,SAN,SFO,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,19,1,749,730,922,849,PS,1451,NA,93,79,NA,33,19,SAN,SFO,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,21,3,728,730,848,849,PS,1451,NA,80,79,NA,-1,-2,SAN,SFO,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,22,4,728,730,852,849,PS,1451,NA,84,79,NA,3,-2,SAN,SFO,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,23,5,731,730,902,849,PS,1451,NA,91,79,NA,13,1,SAN,SFO,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,24,6,744,730,908,849,PS,1451,NA,84,79,NA,19,14,SAN,SFO,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,25,7,729,730,851,849,PS,1451,NA,82,79,NA,2,-1,SAN,SFO,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,26,1,735,730,904,849,PS,1451,NA,89,79,NA,15,5,SAN,SFO,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,28,3,741,725,919,855,PS,1451,NA,98,90,NA,24,16,SAN,SFO,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,29,4,742,725,906,855,PS,1451,NA,84,90,NA,11,17,SAN,SFO,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,31,6,726,725,848,855,PS,1451,NA,82,90,NA,-7,1,SAN,SFO,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,YES\n1987,10,1,4,936,915,1035,1001,PS,1451,NA,59,46,NA,34,21,SFO,RNO,192,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,2,5,918,915,1017,1001,PS,1451,NA,59,46,NA,16,3,SFO,RNO,192,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,3,6,928,915,1037,1001,PS,1451,NA,69,46,NA,36,13,SFO,RNO,192,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,4,7,914,915,1003,1001,PS,1451,NA,49,46,NA,2,-1,SFO,RNO,192,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,5,1,1042,915,1129,1001,PS,1451,NA,47,46,NA,88,87,SFO,RNO,192,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,6,2,934,915,1024,1001,PS,1451,NA,50,46,NA,23,19,SFO,RNO,192,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,7,3,946,915,1037,1001,PS,1451,NA,51,46,NA,36,31,SFO,RNO,192,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,8,4,932,915,1033,1001,PS,1451,NA,61,46,NA,32,17,SFO,RNO,192,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,9,5,947,915,1036,1001,PS,1451,NA,49,46,NA,35,32,SFO,RNO,192,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,10,6,915,915,1022,1001,PS,1451,NA,67,46,NA,21,0,SFO,RNO,192,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,11,7,916,915,1006,1001,PS,1451,NA,50,46,NA,5,1,SFO,RNO,192,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,12,1,944,915,1027,1001,PS,1451,NA,43,46,NA,26,29,SFO,RNO,192,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,13,2,941,915,1036,1001,PS,1451,NA,55,46,NA,35,26,SFO,RNO,192,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,14,3,930,915,1029,1001,PS,1451,NA,59,46,NA,28,15,SFO,RNO,192,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,15,4,920,915,1023,1001,PS,1451,NA,63,46,NA,22,5,SFO,RNO,192,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,17,6,1009,915,1104,1001,PS,1451,NA,55,46,NA,63,54,SFO,RNO,192,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,18,7,915,915,1008,1001,PS,1451,NA,53,46,NA,7,0,SFO,RNO,192,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,19,1,940,915,1032,1001,PS,1451,NA,52,46,NA,31,25,SFO,RNO,192,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,21,3,913,915,1003,1001,PS,1451,NA,50,46,NA,2,-2,SFO,RNO,192,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,22,4,915,915,1017,1001,PS,1451,NA,62,46,NA,16,0,SFO,RNO,192,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,23,5,927,915,1022,1001,PS,1451,NA,55,46,NA,21,12,SFO,RNO,192,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,24,6,929,915,1052,1001,PS,1451,NA,83,46,NA,51,14,SFO,RNO,192,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,25,7,914,915,1011,1001,PS,1451,NA,57,46,NA,10,-1,SFO,RNO,192,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,26,1,917,915,1023,1001,PS,1451,NA,66,46,NA,22,2,SFO,RNO,192,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,27,2,916,915,1014,1001,PS,1451,NA,58,46,NA,13,1,SFO,RNO,192,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,28,3,941,925,1106,1015,PS,1451,NA,85,50,NA,51,16,SFO,RNO,192,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,29,4,940,925,1044,1015,PS,1451,NA,64,50,NA,29,15,SFO,RNO,192,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,30,5,1009,925,1105,1015,PS,1451,NA,56,50,NA,50,44,SFO,RNO,192,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,31,6,945,925,1040,1015,PS,1451,NA,55,50,NA,25,20,SFO,RNO,192,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,1,4,1520,1505,1624,1608,PS,1453,NA,64,63,NA,16,15,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,2,5,1508,1505,1615,1608,PS,1453,NA,67,63,NA,7,3,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,4,7,1526,1505,1625,1608,PS,1453,NA,59,63,NA,17,21,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,5,1,1504,1505,1602,1608,PS,1453,NA,58,63,NA,-6,-1,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,6,2,1505,1505,1607,1608,PS,1453,NA,62,63,NA,-1,0,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,7,3,1512,1505,1614,1608,PS,1453,NA,62,63,NA,6,7,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,8,4,1528,1505,1636,1608,PS,1453,NA,68,63,NA,28,23,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,9,5,1606,1505,1708,1608,PS,1453,NA,62,63,NA,60,61,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,11,7,1505,1505,1602,1608,PS,1453,NA,57,63,NA,-6,0,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,12,1,NA,1505,NA,1608,PS,1453,NA,NA,63,NA,NA,NA,BUR,OAK,325,NA,NA,1,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,13,2,1533,1505,1640,1608,PS,1453,NA,67,63,NA,32,28,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,14,3,1528,1505,1639,1608,PS,1453,NA,71,63,NA,31,23,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,15,4,1543,1505,1645,1608,PS,1453,NA,62,63,NA,37,38,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,16,5,1521,1505,1626,1608,PS,1453,NA,65,63,NA,18,16,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,19,1,1513,1505,1617,1608,PS,1453,NA,64,63,NA,9,8,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,20,2,1551,1505,1646,1608,PS,1453,NA,55,63,NA,38,46,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,21,3,1504,1505,1620,1608,PS,1453,NA,76,63,NA,12,-1,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,22,4,1518,1505,1623,1608,PS,1453,NA,65,63,NA,15,13,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,23,5,1558,1505,1717,1608,PS,1453,NA,79,63,NA,69,53,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,25,7,1531,1505,1635,1608,PS,1453,NA,64,63,NA,27,26,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,26,1,1508,1505,1614,1608,PS,1453,NA,66,63,NA,6,3,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,27,2,1531,1505,1627,1608,PS,1453,NA,56,63,NA,19,26,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,28,3,1550,1550,1706,1657,PS,1453,NA,76,67,NA,9,0,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,29,4,1550,1550,1700,1657,PS,1453,NA,70,67,NA,3,0,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,30,5,1556,1550,1706,1657,PS,1453,NA,70,67,NA,9,6,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,1,4,1643,1635,1750,1732,PS,1454,NA,67,57,NA,18,8,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,2,5,1635,1635,1737,1732,PS,1454,NA,62,57,NA,5,0,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,3,6,1634,1635,1748,1732,PS,1454,NA,74,57,NA,16,-1,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,4,7,1646,1635,1750,1732,PS,1454,NA,64,57,NA,18,11,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,5,1,1634,1635,1736,1732,PS,1454,NA,62,57,NA,4,-1,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,6,2,1634,1635,1735,1732,PS,1454,NA,61,57,NA,3,-1,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,7,3,1634,1635,1730,1732,PS,1454,NA,56,57,NA,-2,-1,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,8,4,1654,1635,1755,1732,PS,1454,NA,61,57,NA,23,19,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,9,5,1731,1635,1831,1732,PS,1454,NA,60,57,NA,59,56,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,10,6,1635,1635,1740,1732,PS,1454,NA,65,57,NA,8,0,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,11,7,1634,1635,1740,1732,PS,1454,NA,66,57,NA,8,-1,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,12,1,NA,1635,NA,1732,PS,1454,NA,NA,57,NA,NA,NA,OAK,BUR,325,NA,NA,1,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,13,2,1656,1635,1758,1732,PS,1454,NA,62,57,NA,26,21,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,14,3,1652,1635,1750,1732,PS,1454,NA,58,57,NA,18,17,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,15,4,1701,1635,1805,1732,PS,1454,NA,64,57,NA,33,26,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,16,5,1647,1635,1746,1732,PS,1454,NA,59,57,NA,14,12,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,17,6,1634,1635,1743,1732,PS,1454,NA,69,57,NA,11,-1,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,19,1,1635,1635,1735,1732,PS,1454,NA,60,57,NA,3,0,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,20,2,1705,1635,1808,1732,PS,1454,NA,63,57,NA,36,30,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,21,3,1638,1635,1742,1732,PS,1454,NA,64,57,NA,10,3,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,22,4,1640,1635,1744,1732,PS,1454,NA,64,57,NA,12,5,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,23,5,1743,1635,1845,1732,PS,1454,NA,62,57,NA,73,68,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,24,6,1634,1635,1745,1732,PS,1454,NA,71,57,NA,13,-1,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,25,7,1657,1635,1804,1732,PS,1454,NA,67,57,NA,32,22,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,26,1,1634,1635,1736,1732,PS,1454,NA,62,57,NA,4,-1,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,27,2,1644,1635,1746,1732,PS,1454,NA,62,57,NA,14,9,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,31,6,721,700,828,809,PS,1455,NA,67,69,NA,19,21,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,1,4,851,830,1008,937,PS,1457,NA,77,67,NA,31,21,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,2,5,831,830,948,937,PS,1457,NA,77,67,NA,11,1,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,5,1,833,830,932,937,PS,1457,NA,59,67,NA,-5,3,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,YES\n1987,10,6,2,NA,830,NA,937,PS,1457,NA,NA,67,NA,NA,NA,LAX,SFO,337,NA,NA,1,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,8,4,843,830,952,937,PS,1457,NA,69,67,NA,15,13,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,13,2,834,830,955,937,PS,1457,NA,81,67,NA,18,4,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,15,4,836,830,946,937,PS,1457,NA,70,67,NA,9,6,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,16,5,840,830,1000,937,PS,1457,NA,80,67,NA,23,10,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,19,1,844,830,952,937,PS,1457,NA,68,67,NA,15,14,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,20,2,852,830,957,937,PS,1457,NA,65,67,NA,20,22,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,22,4,831,830,939,937,PS,1457,NA,68,67,NA,2,1,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,23,5,840,830,948,937,PS,1457,NA,68,67,NA,11,10,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,26,1,831,830,933,937,PS,1457,NA,62,67,NA,-4,1,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,YES\n1987,10,27,2,832,830,936,937,PS,1457,NA,64,67,NA,-1,2,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,YES\n1987,10,29,4,837,830,958,940,PS,1457,NA,81,70,NA,18,7,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,30,5,832,830,948,940,PS,1457,NA,76,70,NA,8,2,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,1,4,659,650,834,800,PS,1457,NA,95,70,NA,34,9,PHX,LAX,370,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,2,5,657,650,814,800,PS,1457,NA,77,70,NA,14,7,PHX,LAX,370,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,3,6,651,650,830,800,PS,1457,NA,99,70,NA,30,1,PHX,LAX,370,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,5,1,652,650,808,800,PS,1457,NA,76,70,NA,8,2,PHX,LAX,370,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,6,2,701,650,851,800,PS,1457,NA,110,70,NA,51,11,PHX,LAX,370,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,7,3,653,650,808,800,PS,1457,NA,75,70,NA,8,3,PHX,LAX,370,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,8,4,657,650,826,800,PS,1457,NA,89,70,NA,26,7,PHX,LAX,370,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,9,5,655,650,812,800,PS,1457,NA,77,70,NA,12,5,PHX,LAX,370,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,10,6,655,650,815,800,PS,1457,NA,80,70,NA,15,5,PHX,LAX,370,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,12,1,654,650,811,800,PS,1457,NA,77,70,NA,11,4,PHX,LAX,370,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,13,2,652,650,814,800,PS,1457,NA,82,70,NA,14,2,PHX,LAX,370,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,14,3,654,650,820,800,PS,1457,NA,86,70,NA,20,4,PHX,LAX,370,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,15,4,654,650,810,800,PS,1457,NA,76,70,NA,10,4,PHX,LAX,370,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,16,5,653,650,820,800,PS,1457,NA,87,70,NA,20,3,PHX,LAX,370,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,17,6,655,650,810,800,PS,1457,NA,75,70,NA,10,5,PHX,LAX,370,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,19,1,656,650,824,800,PS,1457,NA,88,70,NA,24,6,PHX,LAX,370,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,20,2,651,650,826,800,PS,1457,NA,95,70,NA,26,1,PHX,LAX,370,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,21,3,650,650,815,800,PS,1457,NA,85,70,NA,15,0,PHX,LAX,370,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,22,4,655,650,811,800,PS,1457,NA,76,70,NA,11,5,PHX,LAX,370,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,23,5,654,650,811,800,PS,1457,NA,77,70,NA,11,4,PHX,LAX,370,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,24,6,652,650,808,800,PS,1457,NA,76,70,NA,8,2,PHX,LAX,370,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,26,1,752,750,809,800,PS,1457,NA,77,70,NA,9,2,PHX,LAX,370,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,27,2,750,750,815,800,PS,1457,NA,85,70,NA,15,0,PHX,LAX,370,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,28,3,746,745,800,759,PS,1457,NA,74,74,NA,1,1,PHX,LAX,370,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,29,4,745,745,804,759,PS,1457,NA,79,74,NA,5,0,PHX,LAX,370,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,30,5,745,745,801,759,PS,1457,NA,76,74,NA,2,0,PHX,LAX,370,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,1,4,934,930,1044,1035,PS,1459,NA,70,65,NA,9,4,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,2,5,930,930,1038,1035,PS,1459,NA,68,65,NA,3,0,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,3,6,933,930,1042,1035,PS,1459,NA,69,65,NA,7,3,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,4,7,931,930,1041,1035,PS,1459,NA,70,65,NA,6,1,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,5,1,931,930,1032,1035,PS,1459,NA,61,65,NA,-3,1,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,YES\n1987,10,6,2,958,930,1107,1035,PS,1459,NA,69,65,NA,32,28,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,10,6,930,930,1032,1035,PS,1459,NA,62,65,NA,-3,0,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,12,1,931,930,1055,1035,PS,1459,NA,84,65,NA,20,1,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,13,2,938,930,1105,1035,PS,1459,NA,87,65,NA,30,8,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,14,3,942,930,1129,1035,PS,1459,NA,107,65,NA,54,12,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,15,4,932,930,1039,1035,PS,1459,NA,67,65,NA,4,2,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,16,5,931,930,1036,1035,PS,1459,NA,65,65,NA,1,1,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,17,6,929,930,1035,1035,PS,1459,NA,66,65,NA,0,-1,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,18,7,928,930,1033,1035,PS,1459,NA,65,65,NA,-2,-2,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,19,1,939,930,1049,1035,PS,1459,NA,70,65,NA,14,9,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,20,2,944,930,1052,1035,PS,1459,NA,68,65,NA,17,14,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,21,3,932,930,1034,1035,PS,1459,NA,62,65,NA,-1,2,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,YES\n1987,10,22,4,929,930,1033,1035,PS,1459,NA,64,65,NA,-2,-1,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,23,5,945,930,1111,1035,PS,1459,NA,86,65,NA,36,15,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,24,6,931,930,1042,1035,PS,1459,NA,71,65,NA,7,1,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,25,7,930,930,1033,1035,PS,1459,NA,63,65,NA,-2,0,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,26,1,931,930,1046,1035,PS,1459,NA,75,65,NA,11,1,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,27,2,932,930,1033,1035,PS,1459,NA,61,65,NA,-2,2,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,YES\n1987,10,28,3,930,930,1038,1040,PS,1459,NA,68,70,NA,-2,0,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,29,4,NA,930,NA,1040,PS,1459,NA,NA,70,NA,NA,NA,LAX,SFO,337,NA,NA,1,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,31,6,940,930,1045,1040,PS,1459,NA,65,70,NA,5,10,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,1,4,1127,1120,1253,1250,PS,1459,NA,86,90,NA,3,7,SFO,PDX,550,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,2,5,1124,1120,1252,1250,PS,1459,NA,88,90,NA,2,4,SFO,PDX,550,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,3,6,1120,1120,1250,1250,PS,1459,NA,90,90,NA,0,0,SFO,PDX,550,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,4,7,1120,1120,1250,1250,PS,1459,NA,90,90,NA,0,0,SFO,PDX,550,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,5,1,1128,1120,1252,1250,PS,1459,NA,84,90,NA,2,8,SFO,PDX,550,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,6,2,1128,1120,1254,1250,PS,1459,NA,86,90,NA,4,8,SFO,PDX,550,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,10,6,1119,1120,1302,1250,PS,1459,NA,103,90,NA,12,-1,SFO,PDX,550,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,12,1,1120,1120,1248,1250,PS,1459,NA,88,90,NA,-2,0,SFO,PDX,550,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,13,2,1123,1120,1259,1250,PS,1459,NA,96,90,NA,9,3,SFO,PDX,550,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,14,3,1153,1120,1321,1250,PS,1459,NA,88,90,NA,31,33,SFO,PDX,550,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,15,4,1122,1120,1256,1250,PS,1459,NA,94,90,NA,6,2,SFO,PDX,550,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,16,5,1124,1120,1254,1250,PS,1459,NA,90,90,NA,4,4,SFO,PDX,550,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,17,6,1120,1120,1255,1250,PS,1459,NA,95,90,NA,5,0,SFO,PDX,550,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,18,7,1120,1120,1244,1250,PS,1459,NA,84,90,NA,-6,0,SFO,PDX,550,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,19,1,1128,1120,1259,1250,PS,1459,NA,91,90,NA,9,8,SFO,PDX,550,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,20,2,1122,1120,1244,1250,PS,1459,NA,82,90,NA,-6,2,SFO,PDX,550,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,YES\n1987,10,21,3,1120,1120,1245,1250,PS,1459,NA,85,90,NA,-5,0,SFO,PDX,550,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,22,4,1121,1120,1251,1250,PS,1459,NA,90,90,NA,1,1,SFO,PDX,550,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,23,5,1138,1120,1307,1250,PS,1459,NA,89,90,NA,17,18,SFO,PDX,550,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,24,6,1120,1120,1303,1250,PS,1459,NA,103,90,NA,13,0,SFO,PDX,550,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,25,7,1121,1120,1306,1250,PS,1459,NA,105,90,NA,16,1,SFO,PDX,550,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,26,1,1121,1120,1258,1250,PS,1459,NA,97,90,NA,8,1,SFO,PDX,550,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,27,2,1119,1120,1302,1250,PS,1459,NA,103,90,NA,12,-1,SFO,PDX,550,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,1,4,1830,1830,1936,1929,PS,1460,NA,66,59,NA,7,0,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,2,5,1837,1830,1950,1929,PS,1460,NA,73,59,NA,21,7,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,3,6,1829,1830,1926,1929,PS,1460,NA,57,59,NA,-3,-1,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,4,7,1831,1830,1947,1929,PS,1460,NA,76,59,NA,18,1,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,5,1,1830,1830,1944,1929,PS,1460,NA,74,59,NA,15,0,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,6,2,1829,1830,1942,1929,PS,1460,NA,73,59,NA,13,-1,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,8,4,1842,1830,1950,1929,PS,1460,NA,68,59,NA,21,12,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,9,5,1830,1830,1941,1929,PS,1460,NA,71,59,NA,12,0,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,10,6,1828,1830,1931,1929,PS,1460,NA,63,59,NA,2,-2,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,11,7,1833,1830,1950,1929,PS,1460,NA,77,59,NA,21,3,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,13,2,1830,1830,1937,1929,PS,1460,NA,67,59,NA,8,0,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,14,3,1835,1830,1947,1929,PS,1460,NA,72,59,NA,18,5,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,15,4,1839,1830,1949,1929,PS,1460,NA,70,59,NA,20,9,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,17,6,1830,1830,1930,1929,PS,1460,NA,60,59,NA,1,0,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,18,7,1830,1830,1934,1929,PS,1460,NA,64,59,NA,5,0,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,19,1,1834,1830,1944,1929,PS,1460,NA,70,59,NA,15,4,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,20,2,1828,1830,1943,1929,PS,1460,NA,75,59,NA,14,-2,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,21,3,1829,1830,1938,1929,PS,1460,NA,69,59,NA,9,-1,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,22,4,1844,1830,2023,1929,PS,1460,NA,99,59,NA,54,14,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,23,5,1834,1830,1944,1929,PS,1460,NA,70,59,NA,15,4,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,24,6,1829,1830,1928,1929,PS,1460,NA,59,59,NA,-1,-1,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,25,7,1829,1830,1938,1929,PS,1460,NA,69,59,NA,9,-1,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,26,1,1829,1830,1936,1929,PS,1460,NA,67,59,NA,7,-1,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,28,3,1845,1846,2001,1949,PS,1460,NA,76,63,NA,12,-1,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,29,4,1851,1846,1957,1949,PS,1460,NA,66,63,NA,8,5,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,30,5,1846,1846,1957,1949,PS,1460,NA,71,63,NA,8,0,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,31,6,1845,1846,1947,1949,PS,1460,NA,62,63,NA,-2,-1,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,1,4,1808,1800,1915,1901,PS,1463,NA,67,61,NA,14,8,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,2,5,1802,1800,1913,1901,PS,1463,NA,71,61,NA,12,2,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,3,6,1800,1800,1910,1901,PS,1463,NA,70,61,NA,9,0,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,4,7,1813,1800,1912,1901,PS,1463,NA,59,61,NA,11,13,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,5,1,1759,1800,1903,1901,PS,1463,NA,64,61,NA,2,-1,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,6,2,1800,1800,1902,1901,PS,1463,NA,62,61,NA,1,0,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,7,3,1759,1800,1906,1901,PS,1463,NA,67,61,NA,5,-1,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,8,4,1819,1800,1919,1901,PS,1463,NA,60,61,NA,18,19,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,9,5,1905,1800,2012,1901,PS,1463,NA,67,61,NA,71,65,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,10,6,1759,1800,1859,1901,PS,1463,NA,60,61,NA,-2,-1,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,11,7,1800,1800,1858,1901,PS,1463,NA,58,61,NA,-3,0,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,12,1,1759,1800,1906,1901,PS,1463,NA,67,61,NA,5,-1,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,13,2,1823,1800,1930,1901,PS,1463,NA,67,61,NA,29,23,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,14,3,1808,1800,1919,1901,PS,1463,NA,71,61,NA,18,8,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,15,4,1819,1800,1932,1901,PS,1463,NA,73,61,NA,31,19,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,16,5,1809,1800,1913,1901,PS,1463,NA,64,61,NA,12,9,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,17,6,1759,1800,1900,1901,PS,1463,NA,61,61,NA,-1,-1,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,19,1,1759,1800,1902,1901,PS,1463,NA,63,61,NA,1,-1,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,20,2,1827,1800,1946,1901,PS,1463,NA,79,61,NA,45,27,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,21,3,1805,1800,1903,1901,PS,1463,NA,58,61,NA,2,5,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,22,4,1805,1800,1912,1901,PS,1463,NA,67,61,NA,11,5,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,23,5,1909,1800,2026,1901,PS,1463,NA,77,61,NA,85,69,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,24,6,1801,1800,1906,1901,PS,1463,NA,65,61,NA,5,1,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,25,7,1827,1800,1928,1901,PS,1463,NA,61,61,NA,27,27,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n\n*** WARNING: skipped 15582 bytes of output ***\n\n1987,10,25,7,1027,1029,1139,1144,PS,1475,NA,72,75,NA,-5,-2,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,26,1,1028,1029,1140,1144,PS,1475,NA,72,75,NA,-4,-1,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,27,2,1028,1029,1138,1144,PS,1475,NA,70,75,NA,-6,-1,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,28,3,1040,1040,1150,1201,PS,1475,NA,70,81,NA,-11,0,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,29,4,1144,1040,1304,1201,PS,1475,NA,80,81,NA,63,64,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,30,5,1039,1040,1156,1201,PS,1475,NA,77,81,NA,-5,-1,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,31,6,1039,1040,1151,1201,PS,1475,NA,72,81,NA,-10,-1,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,1,4,1628,1628,1800,1745,PS,1476,NA,92,77,NA,15,0,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,2,5,1633,1628,1752,1745,PS,1476,NA,79,77,NA,7,5,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,5,1,1627,1628,1751,1745,PS,1476,NA,84,77,NA,6,-1,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,6,2,1627,1628,1749,1745,PS,1476,NA,82,77,NA,4,-1,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,7,3,1627,1628,1748,1745,PS,1476,NA,81,77,NA,3,-1,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,8,4,1637,1628,1803,1745,PS,1476,NA,86,77,NA,18,9,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,9,5,1644,1628,1804,1745,PS,1476,NA,80,77,NA,19,16,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,11,7,1630,1628,1800,1745,PS,1476,NA,90,77,NA,15,2,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,13,2,1627,1628,1743,1745,PS,1476,NA,76,77,NA,-2,-1,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,14,3,1634,1628,1753,1745,PS,1476,NA,79,77,NA,8,6,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,15,4,1628,1628,1753,1745,PS,1476,NA,85,77,NA,8,0,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,16,5,1629,1628,1750,1745,PS,1476,NA,81,77,NA,5,1,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,18,7,1650,1628,1810,1745,PS,1476,NA,80,77,NA,25,22,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,19,1,1628,1628,1754,1745,PS,1476,NA,86,77,NA,9,0,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,20,2,1628,1628,1752,1745,PS,1476,NA,84,77,NA,7,0,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,22,4,1629,1628,1754,1745,PS,1476,NA,85,77,NA,9,1,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,23,5,1646,1628,1809,1745,PS,1476,NA,83,77,NA,24,18,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,25,7,1629,1628,1751,1745,PS,1476,NA,82,77,NA,6,1,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,26,1,1627,1628,1748,1745,PS,1476,NA,81,77,NA,3,-1,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,27,2,1628,1628,1754,1745,PS,1476,NA,86,77,NA,9,0,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,28,3,1644,1645,1809,1801,PS,1476,NA,85,76,NA,8,-1,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,29,4,1644,1645,1757,1801,PS,1476,NA,73,76,NA,-4,-1,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,30,5,1642,1645,1807,1801,PS,1476,NA,85,76,NA,6,-3,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,1,4,1846,1830,2002,1936,PS,1477,NA,76,66,NA,26,16,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,2,5,1842,1830,1951,1936,PS,1477,NA,69,66,NA,15,12,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,4,7,1838,1830,1952,1936,PS,1477,NA,74,66,NA,16,8,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,5,1,1835,1830,1946,1936,PS,1477,NA,71,66,NA,10,5,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,6,2,1837,1830,2004,1936,PS,1477,NA,87,66,NA,28,7,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,7,3,1829,1830,1946,1936,PS,1477,NA,77,66,NA,10,-1,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,9,5,1903,1830,2031,1936,PS,1477,NA,88,66,NA,55,33,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,11,7,1839,1830,2001,1936,PS,1477,NA,82,66,NA,25,9,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,12,1,1842,1830,1958,1936,PS,1477,NA,76,66,NA,22,12,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,13,2,1831,1830,1948,1936,PS,1477,NA,77,66,NA,12,1,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,14,3,1837,1830,1952,1936,PS,1477,NA,75,66,NA,16,7,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,16,5,1942,1830,2107,1936,PS,1477,NA,85,66,NA,91,72,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,18,7,1835,1830,1948,1936,PS,1477,NA,73,66,NA,12,5,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,19,1,1830,1830,1942,1936,PS,1477,NA,72,66,NA,6,0,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,20,2,1834,1830,1945,1936,PS,1477,NA,71,66,NA,9,4,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,21,3,1830,1830,1939,1936,PS,1477,NA,69,66,NA,3,0,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,22,4,2045,1830,2243,1936,PS,1477,NA,118,66,NA,187,135,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,23,5,1910,1830,2019,1936,PS,1477,NA,69,66,NA,43,40,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,25,7,1836,1830,1947,1936,PS,1477,NA,71,66,NA,11,6,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,26,1,1846,1830,1958,1936,PS,1477,NA,72,66,NA,22,16,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,27,2,1830,1830,1946,1936,PS,1477,NA,76,66,NA,10,0,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,1,4,1210,1210,1330,1322,PS,1478,NA,80,72,NA,8,0,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,2,5,1210,1210,1326,1322,PS,1478,NA,76,72,NA,4,0,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,3,6,1210,1210,1344,1322,PS,1478,NA,94,72,NA,22,0,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,4,7,1210,1210,1330,1322,PS,1478,NA,80,72,NA,8,0,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,5,1,1210,1210,1332,1322,PS,1478,NA,82,72,NA,10,0,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,6,2,1208,1210,1325,1322,PS,1478,NA,77,72,NA,3,-2,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,7,3,1209,1210,1325,1322,PS,1478,NA,76,72,NA,3,-1,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,8,4,1210,1210,1322,1322,PS,1478,NA,72,72,NA,0,0,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,9,5,1210,1210,1326,1322,PS,1478,NA,76,72,NA,4,0,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,10,6,1209,1210,1331,1322,PS,1478,NA,82,72,NA,9,-1,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,11,7,1210,1210,1333,1322,PS,1478,NA,83,72,NA,11,0,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,12,1,1209,1210,1327,1322,PS,1478,NA,78,72,NA,5,-1,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,13,2,1211,1210,1324,1322,PS,1478,NA,73,72,NA,2,1,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,14,3,1210,1210,1323,1322,PS,1478,NA,73,72,NA,1,0,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,15,4,1210,1210,1333,1322,PS,1478,NA,83,72,NA,11,0,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,16,5,1209,1210,1333,1322,PS,1478,NA,84,72,NA,11,-1,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,17,6,1210,1210,1338,1322,PS,1478,NA,88,72,NA,16,0,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,19,1,1209,1210,1326,1322,PS,1478,NA,77,72,NA,4,-1,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,20,2,1210,1210,1329,1322,PS,1478,NA,79,72,NA,7,0,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,21,3,1209,1210,1328,1322,PS,1478,NA,79,72,NA,6,-1,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,22,4,1211,1210,1334,1322,PS,1478,NA,83,72,NA,12,1,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,23,5,1212,1210,1327,1322,PS,1478,NA,75,72,NA,5,2,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,24,6,1210,1210,1328,1322,PS,1478,NA,78,72,NA,6,0,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,25,7,1209,1210,1325,1322,PS,1478,NA,76,72,NA,3,-1,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,26,1,1208,1210,1323,1322,PS,1478,NA,75,72,NA,1,-2,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,27,2,1209,1210,1328,1322,PS,1478,NA,79,72,NA,6,-1,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,28,3,1231,1231,1347,1343,PS,1478,NA,76,72,NA,4,0,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,29,4,1318,1231,1428,1343,PS,1478,NA,70,72,NA,45,47,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,30,5,1231,1231,1347,1343,PS,1478,NA,76,72,NA,4,0,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,31,6,1231,1231,1353,1343,PS,1478,NA,82,72,NA,10,0,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,28,3,1414,1414,1508,1510,PS,1478,NA,54,56,NA,-2,0,SAN,LAS,258,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,29,4,1449,1414,1541,1510,PS,1478,NA,52,56,NA,31,35,SAN,LAS,258,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,30,5,1420,1414,1516,1510,PS,1478,NA,56,56,NA,6,6,SAN,LAS,258,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,31,6,1414,1414,1518,1510,PS,1478,NA,64,56,NA,8,0,SAN,LAS,258,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,1,4,1322,1310,1446,1424,PS,1479,NA,84,74,NA,22,12,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,2,5,1309,1310,1430,1424,PS,1479,NA,81,74,NA,6,-1,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,4,7,1310,1310,1423,1424,PS,1479,NA,73,74,NA,-1,0,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,5,1,1308,1310,1423,1424,PS,1479,NA,75,74,NA,-1,-2,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,6,2,1309,1310,1424,1424,PS,1479,NA,75,74,NA,0,-1,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,8,4,1310,1310,1442,1424,PS,1479,NA,92,74,NA,18,0,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,9,5,1309,1310,1430,1424,PS,1479,NA,81,74,NA,6,-1,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,11,7,1312,1310,1423,1424,PS,1479,NA,71,74,NA,-1,2,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,YES\n1987,10,12,1,1332,1310,1446,1424,PS,1479,NA,74,74,NA,22,22,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,13,2,1309,1310,1426,1424,PS,1479,NA,77,74,NA,2,-1,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,14,3,1309,1310,1429,1424,PS,1479,NA,80,74,NA,5,-1,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,15,4,1311,1310,1430,1424,PS,1479,NA,79,74,NA,6,1,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,16,5,1312,1310,1427,1424,PS,1479,NA,75,74,NA,3,2,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,18,7,1309,1310,1424,1424,PS,1479,NA,75,74,NA,0,-1,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,19,1,1312,1310,1431,1424,PS,1479,NA,79,74,NA,7,2,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,20,2,1311,1310,1429,1424,PS,1479,NA,78,74,NA,5,1,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,21,3,1312,1310,1425,1424,PS,1479,NA,73,74,NA,1,2,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,22,4,1308,1310,1423,1424,PS,1479,NA,75,74,NA,-1,-2,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,23,5,1309,1310,1427,1424,PS,1479,NA,78,74,NA,3,-1,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,25,7,1310,1310,1429,1424,PS,1479,NA,79,74,NA,5,0,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,26,1,1312,1310,1430,1424,PS,1479,NA,78,74,NA,6,2,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,27,2,1308,1310,1427,1424,PS,1479,NA,79,74,NA,3,-2,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,29,4,1300,1300,1418,1421,PS,1479,NA,78,81,NA,-3,0,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,30,5,1259,1300,1426,1421,PS,1479,NA,87,81,NA,5,-1,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,1,4,1850,1845,2020,2005,PS,1480,NA,90,80,NA,15,5,SFO,SAN,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,2,5,1846,1845,2014,2005,PS,1480,NA,88,80,NA,9,1,SFO,SAN,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,4,7,1915,1845,2041,2005,PS,1480,NA,86,80,NA,36,30,SFO,SAN,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,5,1,NA,1845,NA,2005,PS,1480,NA,NA,80,NA,NA,NA,SFO,SAN,447,NA,NA,1,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,6,2,1902,1845,2027,2005,PS,1480,NA,85,80,NA,22,17,SFO,SAN,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,7,3,1850,1845,2008,2005,PS,1480,NA,78,80,NA,3,5,SFO,SAN,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,8,4,1941,1845,2102,2005,PS,1480,NA,81,80,NA,57,56,SFO,SAN,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,11,7,1853,1845,2019,2005,PS,1480,NA,86,80,NA,14,8,SFO,SAN,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,12,1,1859,1845,2021,2005,PS,1480,NA,82,80,NA,16,14,SFO,SAN,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,13,2,1942,1845,2103,2005,PS,1480,NA,81,80,NA,58,57,SFO,SAN,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,14,3,1914,1845,2046,2005,PS,1480,NA,92,80,NA,41,29,SFO,SAN,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,15,4,1858,1845,2023,2005,PS,1480,NA,85,80,NA,18,13,SFO,SAN,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,16,5,1849,1845,2014,2005,PS,1480,NA,85,80,NA,9,4,SFO,SAN,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,18,7,1915,1845,2038,2005,PS,1480,NA,83,80,NA,33,30,SFO,SAN,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,19,1,1846,1845,2006,2005,PS,1480,NA,80,80,NA,1,1,SFO,SAN,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,20,2,1909,1845,2032,2005,PS,1480,NA,83,80,NA,27,24,SFO,SAN,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,21,3,1852,1845,2011,2005,PS,1480,NA,79,80,NA,6,7,SFO,SAN,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,22,4,1922,1845,2047,2005,PS,1480,NA,85,80,NA,42,37,SFO,SAN,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,23,5,1930,1845,2058,2005,PS,1480,NA,88,80,NA,53,45,SFO,SAN,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,25,7,1901,1845,2030,2005,PS,1480,NA,89,80,NA,25,16,SFO,SAN,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,26,1,1904,1845,2037,2005,PS,1480,NA,93,80,NA,32,19,SFO,SAN,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,27,2,1852,1845,2026,2005,PS,1480,NA,94,80,NA,21,7,SFO,SAN,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,28,3,2017,1915,2144,2033,PS,1480,NA,87,78,NA,71,62,SFO,SAN,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,29,4,1948,1915,2112,2033,PS,1480,NA,84,78,NA,39,33,SFO,SAN,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,30,5,1931,1915,2100,2033,PS,1480,NA,89,78,NA,27,16,SFO,SAN,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,1,4,1450,1450,1603,1603,PS,1481,NA,73,73,NA,0,0,SNA,OAK,371,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,2,5,1451,1450,1609,1603,PS,1481,NA,78,73,NA,6,1,SNA,OAK,371,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,3,6,1450,1450,1605,1603,PS,1481,NA,75,73,NA,2,0,SNA,OAK,371,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,5,1,1450,1450,1608,1603,PS,1481,NA,78,73,NA,5,0,SNA,OAK,371,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,6,2,1452,1450,1604,1603,PS,1481,NA,72,73,NA,1,2,SNA,OAK,371,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,7,3,1450,1450,1607,1603,PS,1481,NA,77,73,NA,4,0,SNA,OAK,371,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,8,4,1455,1450,1619,1603,PS,1481,NA,84,73,NA,16,5,SNA,OAK,371,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,9,5,1502,1450,1625,1603,PS,1481,NA,83,73,NA,22,12,SNA,OAK,371,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,10,6,1505,1450,1614,1603,PS,1481,NA,69,73,NA,11,15,SNA,OAK,371,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,11,7,1455,1450,1609,1603,PS,1481,NA,74,73,NA,6,5,SNA,OAK,371,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,13,2,1449,1450,1604,1603,PS,1481,NA,75,73,NA,1,-1,SNA,OAK,371,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,14,3,1449,1450,1606,1603,PS,1481,NA,77,73,NA,3,-1,SNA,OAK,371,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,15,4,1450,1450,1604,1603,PS,1481,NA,74,73,NA,1,0,SNA,OAK,371,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,16,5,1449,1450,1604,1603,PS,1481,NA,75,73,NA,1,-1,SNA,OAK,371,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,17,6,1452,1450,1603,1603,PS,1481,NA,71,73,NA,0,2,SNA,OAK,371,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,YES\n1987,10,18,7,1512,1450,1628,1603,PS,1481,NA,76,73,NA,25,22,SNA,OAK,371,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,19,1,1448,1450,1600,1603,PS,1481,NA,72,73,NA,-3,-2,SNA,OAK,371,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,20,2,1448,1450,1600,1603,PS,1481,NA,72,73,NA,-3,-2,SNA,OAK,371,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,22,4,1457,1450,1606,1603,PS,1481,NA,69,73,NA,3,7,SNA,OAK,371,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,23,5,1507,1450,1621,1603,PS,1481,NA,74,73,NA,18,17,SNA,OAK,371,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,24,6,1448,1450,1603,1603,PS,1481,NA,75,73,NA,0,-2,SNA,OAK,371,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,25,7,1449,1450,1607,1603,PS,1481,NA,78,73,NA,4,-1,SNA,OAK,371,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,26,1,1449,1450,1603,1603,PS,1481,NA,74,73,NA,0,-1,SNA,OAK,371,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,27,2,1452,1450,1602,1603,PS,1481,NA,70,73,NA,-1,2,SNA,OAK,371,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,YES\n1987,10,28,3,1501,1500,1618,1619,PS,1481,NA,77,79,NA,-1,1,SNA,OAK,371,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,YES\n1987,10,29,4,1458,1500,1617,1619,PS,1481,NA,79,79,NA,-2,-2,SNA,OAK,371,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,30,5,1457,1500,1611,1619,PS,1481,NA,74,79,NA,-8,-3,SNA,OAK,371,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,31,6,1459,1500,1611,1619,PS,1481,NA,72,79,NA,-8,-1,SNA,OAK,371,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,2,5,2229,2230,2342,2342,PS,1482,NA,73,72,NA,0,-1,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,4,7,2319,2230,36,2342,PS,1482,NA,77,72,NA,54,49,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,9,5,2230,2230,2345,2342,PS,1482,NA,75,72,NA,3,0,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,11,7,2231,2230,2347,2342,PS,1482,NA,76,72,NA,5,1,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,16,5,2230,2230,2347,2342,PS,1482,NA,77,72,NA,5,0,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,18,7,2229,2230,2349,2342,PS,1482,NA,80,72,NA,7,-1,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,23,5,2250,2230,9,2342,PS,1482,NA,79,72,NA,27,20,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,25,7,2230,2230,2348,2342,PS,1482,NA,78,72,NA,6,0,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,30,5,2302,2300,29,12,PS,1482,NA,87,72,NA,17,2,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,2,5,2044,2045,2200,2159,PS,1483,NA,76,74,NA,1,-1,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,4,7,2140,2045,2252,2159,PS,1483,NA,72,74,NA,53,55,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,9,5,2050,2045,2205,2159,PS,1483,NA,75,74,NA,6,5,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,11,7,2043,2045,2200,2159,PS,1483,NA,77,74,NA,1,-2,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,16,5,2055,2045,2210,2159,PS,1483,NA,75,74,NA,11,10,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,18,7,2053,2045,2204,2159,PS,1483,NA,71,74,NA,5,8,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,23,5,2104,2045,2227,2159,PS,1483,NA,83,74,NA,28,19,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,25,7,2047,2045,2201,2159,PS,1483,NA,74,74,NA,2,2,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,30,5,2116,2110,2227,2228,PS,1483,NA,71,78,NA,-1,6,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,YES\n1987,10,1,4,1946,1945,2104,2101,PS,1484,NA,78,76,NA,3,1,SFO,SAN,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,2,5,1945,1945,2103,2101,PS,1484,NA,78,76,NA,2,0,SFO,SAN,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,4,7,1955,1945,2117,2101,PS,1484,NA,82,76,NA,16,10,SFO,SAN,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,5,1,2104,1945,2244,2101,PS,1484,NA,100,76,NA,103,79,SFO,SAN,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,6,2,1945,1945,2109,2101,PS,1484,NA,84,76,NA,8,0,SFO,SAN,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,9,5,1947,1945,2105,2101,PS,1484,NA,78,76,NA,4,2,SFO,SAN,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,11,7,2005,1945,2128,2101,PS,1484,NA,83,76,NA,27,20,SFO,SAN,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,12,1,1945,1945,2102,2101,PS,1484,NA,77,76,NA,1,0,SFO,SAN,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,13,2,1944,1945,2106,2101,PS,1484,NA,82,76,NA,5,-1,SFO,SAN,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,14,3,1944,1945,2100,2101,PS,1484,NA,76,76,NA,-1,-1,SFO,SAN,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,15,4,1948,1945,2107,2101,PS,1484,NA,79,76,NA,6,3,SFO,SAN,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,16,5,2028,1945,2156,2101,PS,1484,NA,88,76,NA,55,43,SFO,SAN,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,18,7,1946,1945,2105,2101,PS,1484,NA,79,76,NA,4,1,SFO,SAN,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,19,1,1945,1945,2107,2101,PS,1484,NA,82,76,NA,6,0,SFO,SAN,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,20,2,1945,1945,2102,2101,PS,1484,NA,77,76,NA,1,0,SFO,SAN,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,21,3,1944,1945,2107,2101,PS,1484,NA,83,76,NA,6,-1,SFO,SAN,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,22,4,2049,1945,2218,2101,PS,1484,NA,89,76,NA,77,64,SFO,SAN,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,23,5,1946,1945,2107,2101,PS,1484,NA,81,76,NA,6,1,SFO,SAN,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,25,7,1948,1945,2111,2101,PS,1484,NA,83,76,NA,10,3,SFO,SAN,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,26,1,1945,1945,2107,2101,PS,1484,NA,82,76,NA,6,0,SFO,SAN,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,27,2,1945,1945,2113,2101,PS,1484,NA,88,76,NA,12,0,SFO,SAN,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,30,5,2002,1950,2128,2112,PS,1484,NA,86,82,NA,16,12,SFO,SAN,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,1,4,1648,1648,1811,1806,PS,1485,NA,83,78,NA,5,0,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,2,5,1649,1648,1819,1806,PS,1485,NA,90,78,NA,13,1,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,3,6,1647,1648,1814,1806,PS,1485,NA,87,78,NA,8,-1,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,4,7,1650,1648,1812,1806,PS,1485,NA,82,78,NA,6,2,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,5,1,1647,1648,1804,1806,PS,1485,NA,77,78,NA,-2,-1,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,6,2,1647,1648,1802,1806,PS,1485,NA,75,78,NA,-4,-1,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,8,4,1650,1648,1819,1806,PS,1485,NA,89,78,NA,13,2,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,9,5,1653,1648,1809,1806,PS,1485,NA,76,78,NA,3,5,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,10,6,1648,1648,1755,1806,PS,1485,NA,67,78,NA,-11,0,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,11,7,1648,1648,1815,1806,PS,1485,NA,87,78,NA,9,0,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,13,2,1647,1648,1808,1806,PS,1485,NA,81,78,NA,2,-1,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,14,3,1647,1648,1810,1806,PS,1485,NA,83,78,NA,4,-1,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,17,6,1647,1648,1805,1806,PS,1485,NA,78,78,NA,-1,-1,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,18,7,1647,1648,1810,1806,PS,1485,NA,83,78,NA,4,-1,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,19,1,1647,1648,1814,1806,PS,1485,NA,87,78,NA,8,-1,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,20,2,1648,1648,1807,1806,PS,1485,NA,79,78,NA,1,0,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,21,3,1646,1648,1806,1806,PS,1485,NA,80,78,NA,0,-2,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,22,4,1647,1648,1822,1806,PS,1485,NA,95,78,NA,16,-1,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,23,5,1648,1648,1813,1806,PS,1485,NA,85,78,NA,7,0,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,24,6,1649,1648,1806,1806,PS,1485,NA,77,78,NA,0,1,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,YES\n1987,10,25,7,1640,1648,1807,1806,PS,1485,NA,87,78,NA,1,-8,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,26,1,1647,1648,1806,1806,PS,1485,NA,79,78,NA,0,-1,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,27,2,1705,1648,1827,1806,PS,1485,NA,82,78,NA,21,17,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,28,3,1656,1656,1818,1821,PS,1485,NA,82,85,NA,-3,0,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,30,5,1659,1656,1817,1821,PS,1485,NA,78,85,NA,-4,3,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,YES\n1987,10,31,6,1655,1656,1811,1821,PS,1485,NA,76,85,NA,-10,-1,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,1,4,2028,2016,2153,2132,PS,1486,NA,85,76,NA,21,12,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,4,7,2101,2016,2224,2132,PS,1486,NA,83,76,NA,52,45,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,5,1,2028,2016,2154,2132,PS,1486,NA,86,76,NA,22,12,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,6,2,2020,2016,2145,2132,PS,1486,NA,85,76,NA,13,4,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,7,3,2016,2016,2133,2132,PS,1486,NA,77,76,NA,1,0,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,8,4,2015,2016,2135,2132,PS,1486,NA,80,76,NA,3,-1,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,9,5,2057,2016,2219,2132,PS,1486,NA,82,76,NA,47,41,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,11,7,2019,2016,2143,2132,PS,1486,NA,84,76,NA,11,3,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,12,1,2021,2016,2139,2132,PS,1486,NA,78,76,NA,7,5,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,13,2,2015,2016,2130,2132,PS,1486,NA,75,76,NA,-2,-1,OAK,SAN,446,NA,NA,0,NA,0,NA,NA\n</div>"]}}],"execution_count":3},{"cell_type":"code","source":["airlinesDF = spark.read \\\n.format(\"csv\") \\\n.option(\"header\", \"true\") \\\n.option(\"inferSchema\",\"true\") \\\n.option(\"samplingRatio\", \"0.0001\") \\\n.load(\"/databricks-datasets/airlines/part-00000\")"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["<style scoped>\n  .ansiout {\n    display: block;\n    unicode-bidi: embed;\n    white-space: pre-wrap;\n    word-wrap: break-word;\n    word-break: break-all;\n    font-family: \"Source Code Pro\", \"Menlo\", monospace;;\n    font-size: 13px;\n    color: #555;\n    margin-left: 4px;\n    line-height: 19px;\n  }\n</style>\n<div class=\"ansiout\"></div>"]}}],"execution_count":4},{"cell_type":"code","source":["airlinesDF.select(\"Origin\", \"Dest\", \"Distance\" ).show(10)"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["<style scoped>\n  .ansiout {\n    display: block;\n    unicode-bidi: embed;\n    white-space: pre-wrap;\n    word-wrap: break-word;\n    word-break: break-all;\n    font-family: \"Source Code Pro\", \"Menlo\", monospace;;\n    font-size: 13px;\n    color: #555;\n    margin-left: 4px;\n    line-height: 19px;\n  }\n</style>\n<div class=\"ansiout\">+------+----+--------+\nOrigin|Dest|Distance|\n+------+----+--------+\n   SAN| SFO|     447|\n   SAN| SFO|     447|\n   SAN| SFO|     447|\n   SAN| SFO|     447|\n   SAN| SFO|     447|\n   SAN| SFO|     447|\n   SAN| SFO|     447|\n   SAN| SFO|     447|\n   SAN| SFO|     447|\n   SAN| SFO|     447|\n+------+----+--------+\nonly showing top 10 rows\n\n</div>"]}}],"execution_count":5},{"cell_type":"code","source":["from pyspark.sql.functions import *\nairlinesDF.select(column(\"Origin\"), col(\"Dest\"), \"Distance\").show(10)"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["<style scoped>\n  .ansiout {\n    display: block;\n    unicode-bidi: embed;\n    white-space: pre-wrap;\n    word-wrap: break-word;\n    word-break: break-all;\n    font-family: \"Source Code Pro\", \"Menlo\", monospace;;\n    font-size: 13px;\n    color: #555;\n    margin-left: 4px;\n    line-height: 19px;\n  }\n</style>\n<div class=\"ansiout\">+------+----+--------+\nOrigin|Dest|Distance|\n+------+----+--------+\n   SAN| SFO|     447|\n   SAN| SFO|     447|\n   SAN| SFO|     447|\n   SAN| SFO|     447|\n   SAN| SFO|     447|\n   SAN| SFO|     447|\n   SAN| SFO|     447|\n   SAN| SFO|     447|\n   SAN| SFO|     447|\n   SAN| SFO|     447|\n+------+----+--------+\nonly showing top 10 rows\n\n</div>"]}}],"execution_count":6},{"cell_type":"code","source":["airlinesDF.select(\"Origin\", \"Dest\", \"Distance\", \"Year\",\"Month\",\"DayofMonth\").show(10)"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["<style scoped>\n  .ansiout {\n    display: block;\n    unicode-bidi: embed;\n    white-space: pre-wrap;\n    word-wrap: break-word;\n    word-break: break-all;\n    font-family: \"Source Code Pro\", \"Menlo\", monospace;;\n    font-size: 13px;\n    color: #555;\n    margin-left: 4px;\n    line-height: 19px;\n  }\n</style>\n<div class=\"ansiout\">+------+----+--------+----+-----+----------+\nOrigin|Dest|Distance|Year|Month|DayofMonth|\n+------+----+--------+----+-----+----------+\n   SAN| SFO|     447|1987|   10|        14|\n   SAN| SFO|     447|1987|   10|        15|\n   SAN| SFO|     447|1987|   10|        17|\n   SAN| SFO|     447|1987|   10|        18|\n   SAN| SFO|     447|1987|   10|        19|\n   SAN| SFO|     447|1987|   10|        21|\n   SAN| SFO|     447|1987|   10|        22|\n   SAN| SFO|     447|1987|   10|        23|\n   SAN| SFO|     447|1987|   10|        24|\n   SAN| SFO|     447|1987|   10|        25|\n+------+----+--------+----+-----+----------+\nonly showing top 10 rows\n\n</div>"]}}],"execution_count":7},{"cell_type":"code","source":["airlinesDF.selectExpr(\"Origin\", \"Dest\", \"Distance\", \"to_date(concat(Year,Month,DayofMonth),'yyyyMMdd') as FlightDate\").show(10)"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["<style scoped>\n  .ansiout {\n    display: block;\n    unicode-bidi: embed;\n    white-space: pre-wrap;\n    word-wrap: break-word;\n    word-break: break-all;\n    font-family: \"Source Code Pro\", \"Menlo\", monospace;;\n    font-size: 13px;\n    color: #555;\n    margin-left: 4px;\n    line-height: 19px;\n  }\n</style>\n<div class=\"ansiout\">+------+----+--------+----------+\nOrigin|Dest|Distance|FlightDate|\n+------+----+--------+----------+\n   SAN| SFO|     447|1987-10-14|\n   SAN| SFO|     447|1987-10-15|\n   SAN| SFO|     447|1987-10-17|\n   SAN| SFO|     447|1987-10-18|\n   SAN| SFO|     447|1987-10-19|\n   SAN| SFO|     447|1987-10-21|\n   SAN| SFO|     447|1987-10-22|\n   SAN| SFO|     447|1987-10-23|\n   SAN| SFO|     447|1987-10-24|\n   SAN| SFO|     447|1987-10-25|\n+------+----+--------+----------+\nonly showing top 10 rows\n\n</div>"]}}],"execution_count":8},{"cell_type":"code","source":["airlinesDF.select(\"Origin\", \"Dest\", \"Distance\", to_date(concat(\"Year\",\"Month\",\"DayofMonth\"),\"yyyyMMdd\").alias(\"FlightDate\")).show(10)"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["<style scoped>\n  .ansiout {\n    display: block;\n    unicode-bidi: embed;\n    white-space: pre-wrap;\n    word-wrap: break-word;\n    word-break: break-all;\n    font-family: \"Source Code Pro\", \"Menlo\", monospace;;\n    font-size: 13px;\n    color: #555;\n    margin-left: 4px;\n    line-height: 19px;\n  }\n</style>\n<div class=\"ansiout\">+------+----+--------+----------+\nOrigin|Dest|Distance|FlightDate|\n+------+----+--------+----------+\n   SAN| SFO|     447|1987-10-14|\n   SAN| SFO|     447|1987-10-15|\n   SAN| SFO|     447|1987-10-17|\n   SAN| SFO|     447|1987-10-18|\n   SAN| SFO|     447|1987-10-19|\n   SAN| SFO|     447|1987-10-21|\n   SAN| SFO|     447|1987-10-22|\n   SAN| SFO|     447|1987-10-23|\n   SAN| SFO|     447|1987-10-24|\n   SAN| SFO|     447|1987-10-25|\n+------+----+--------+----------+\nonly showing top 10 rows\n\n</div>"]}}],"execution_count":9}],"metadata":{"name":"ColumnsNotebook","notebookId":3635560979762597},"nbformat":4,"nbformat_minor":0}
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "source": [
+    "%fs ls /databricks-datasets/"
+   ],
+   "metadata": {},
+   "outputs": [
+    {
+     "metadata": {},
+     "output_type": "display_data",
+     "data": {
+      "text/html": [
+       "<style scoped>\n  .table-result-container {\n    max-height: 300px;\n    overflow: auto;\n  }\n  table, th, td {\n    border: 1px solid black;\n    border-collapse: collapse;\n  }\n  th, td {\n    padding: 5px;\n  }\n  th {\n    text-align: left;\n  }\n</style><div class='table-result-container'><table class='table-result'><thead style='background-color: white'><tr><th>path</th><th>name</th><th>size</th></tr></thead><tbody><tr><td>dbfs:/databricks-datasets/</td><td>databricks-datasets/</td><td>0</td></tr><tr><td>dbfs:/databricks-datasets/COVID/</td><td>COVID/</td><td>0</td></tr><tr><td>dbfs:/databricks-datasets/README.md</td><td>README.md</td><td>976</td></tr><tr><td>dbfs:/databricks-datasets/Rdatasets/</td><td>Rdatasets/</td><td>0</td></tr><tr><td>dbfs:/databricks-datasets/SPARK_README.md</td><td>SPARK_README.md</td><td>3359</td></tr><tr><td>dbfs:/databricks-datasets/adult/</td><td>adult/</td><td>0</td></tr><tr><td>dbfs:/databricks-datasets/airlines/</td><td>airlines/</td><td>0</td></tr><tr><td>dbfs:/databricks-datasets/amazon/</td><td>amazon/</td><td>0</td></tr><tr><td>dbfs:/databricks-datasets/asa/</td><td>asa/</td><td>0</td></tr><tr><td>dbfs:/databricks-datasets/atlas_higgs/</td><td>atlas_higgs/</td><td>0</td></tr><tr><td>dbfs:/databricks-datasets/bikeSharing/</td><td>bikeSharing/</td><td>0</td></tr><tr><td>dbfs:/databricks-datasets/cctvVideos/</td><td>cctvVideos/</td><td>0</td></tr><tr><td>dbfs:/databricks-datasets/credit-card-fraud/</td><td>credit-card-fraud/</td><td>0</td></tr><tr><td>dbfs:/databricks-datasets/cs100/</td><td>cs100/</td><td>0</td></tr><tr><td>dbfs:/databricks-datasets/cs110x/</td><td>cs110x/</td><td>0</td></tr><tr><td>dbfs:/databricks-datasets/cs190/</td><td>cs190/</td><td>0</td></tr><tr><td>dbfs:/databricks-datasets/data.gov/</td><td>data.gov/</td><td>0</td></tr><tr><td>dbfs:/databricks-datasets/definitive-guide/</td><td>definitive-guide/</td><td>0</td></tr><tr><td>dbfs:/databricks-datasets/flights/</td><td>flights/</td><td>0</td></tr><tr><td>dbfs:/databricks-datasets/flower_photos/</td><td>flower_photos/</td><td>0</td></tr><tr><td>dbfs:/databricks-datasets/flowers/</td><td>flowers/</td><td>0</td></tr><tr><td>dbfs:/databricks-datasets/genomics/</td><td>genomics/</td><td>0</td></tr><tr><td>dbfs:/databricks-datasets/hail/</td><td>hail/</td><td>0</td></tr><tr><td>dbfs:/databricks-datasets/iot/</td><td>iot/</td><td>0</td></tr><tr><td>dbfs:/databricks-datasets/iot-stream/</td><td>iot-stream/</td><td>0</td></tr><tr><td>dbfs:/databricks-datasets/learning-spark/</td><td>learning-spark/</td><td>0</td></tr><tr><td>dbfs:/databricks-datasets/learning-spark-v2/</td><td>learning-spark-v2/</td><td>0</td></tr><tr><td>dbfs:/databricks-datasets/lending-club-loan-stats/</td><td>lending-club-loan-stats/</td><td>0</td></tr><tr><td>dbfs:/databricks-datasets/med-images/</td><td>med-images/</td><td>0</td></tr><tr><td>dbfs:/databricks-datasets/mnist-digits/</td><td>mnist-digits/</td><td>0</td></tr><tr><td>dbfs:/databricks-datasets/news20.binary/</td><td>news20.binary/</td><td>0</td></tr><tr><td>dbfs:/databricks-datasets/nyctaxi/</td><td>nyctaxi/</td><td>0</td></tr><tr><td>dbfs:/databricks-datasets/online_retail/</td><td>online_retail/</td><td>0</td></tr><tr><td>dbfs:/databricks-datasets/overlap-join/</td><td>overlap-join/</td><td>0</td></tr><tr><td>dbfs:/databricks-datasets/power-plant/</td><td>power-plant/</td><td>0</td></tr><tr><td>dbfs:/databricks-datasets/rwe/</td><td>rwe/</td><td>0</td></tr><tr><td>dbfs:/databricks-datasets/sai-summit-2019-sf/</td><td>sai-summit-2019-sf/</td><td>0</td></tr><tr><td>dbfs:/databricks-datasets/sample_logs/</td><td>sample_logs/</td><td>0</td></tr><tr><td>dbfs:/databricks-datasets/samples/</td><td>samples/</td><td>0</td></tr><tr><td>dbfs:/databricks-datasets/sfo_customer_survey/</td><td>sfo_customer_survey/</td><td>0</td></tr><tr><td>dbfs:/databricks-datasets/sms_spam_collection/</td><td>sms_spam_collection/</td><td>0</td></tr><tr><td>dbfs:/databricks-datasets/songs/</td><td>songs/</td><td>0</td></tr><tr><td>dbfs:/databricks-datasets/structured-streaming/</td><td>structured-streaming/</td><td>0</td></tr><tr><td>dbfs:/databricks-datasets/timeseries/</td><td>timeseries/</td><td>0</td></tr><tr><td>dbfs:/databricks-datasets/tpch/</td><td>tpch/</td><td>0</td></tr><tr><td>dbfs:/databricks-datasets/weather/</td><td>weather/</td><td>0</td></tr><tr><td>dbfs:/databricks-datasets/wiki/</td><td>wiki/</td><td>0</td></tr><tr><td>dbfs:/databricks-datasets/wikipedia-datasets/</td><td>wikipedia-datasets/</td><td>0</td></tr></tbody></table></div>"
+      ]
+     }
+    }
+   ],
+   "execution_count": 1
+  },
+  {
+   "cell_type": "code",
+   "source": [
+    "%fs ls /databricks-datasets/airlines/"
+   ],
+   "metadata": {},
+   "outputs": [
+    {
+     "metadata": {},
+     "output_type": "display_data",
+     "data": {
+      "text/html": [
+       "<style scoped>\n  .table-result-container {\n    max-height: 300px;\n    overflow: auto;\n  }\n  table, th, td {\n    border: 1px solid black;\n    border-collapse: collapse;\n  }\n  th, td {\n    padding: 5px;\n  }\n  th {\n    text-align: left;\n  }\n</style><div class='table-result-container'><table class='table-result'><thead style='background-color: white'><tr><th>path</th><th>name</th><th>size</th></tr></thead><tbody><tr><td>dbfs:/databricks-datasets/airlines/README.md</td><td>README.md</td><td>1089</td></tr><tr><td>dbfs:/databricks-datasets/airlines/_SUCCESS</td><td>_SUCCESS</td><td>0</td></tr><tr><td>dbfs:/databricks-datasets/airlines/part-00000</td><td>part-00000</td><td>67108879</td></tr><tr><td>dbfs:/databricks-datasets/airlines/part-00001</td><td>part-00001</td><td>67108862</td></tr><tr><td>dbfs:/databricks-datasets/airlines/part-00002</td><td>part-00002</td><td>67108930</td></tr><tr><td>dbfs:/databricks-datasets/airlines/part-00003</td><td>part-00003</td><td>67108804</td></tr><tr><td>dbfs:/databricks-datasets/airlines/part-00004</td><td>part-00004</td><td>67108908</td></tr><tr><td>dbfs:/databricks-datasets/airlines/part-00005</td><td>part-00005</td><td>67108890</td></tr><tr><td>dbfs:/databricks-datasets/airlines/part-00006</td><td>part-00006</td><td>67108825</td></tr><tr><td>dbfs:/databricks-datasets/airlines/part-00007</td><td>part-00007</td><td>67108880</td></tr><tr><td>dbfs:/databricks-datasets/airlines/part-00008</td><td>part-00008</td><td>67108832</td></tr><tr><td>dbfs:/databricks-datasets/airlines/part-00009</td><td>part-00009</td><td>67108857</td></tr><tr><td>dbfs:/databricks-datasets/airlines/part-00010</td><td>part-00010</td><td>67108931</td></tr><tr><td>dbfs:/databricks-datasets/airlines/part-00011</td><td>part-00011</td><td>67108872</td></tr><tr><td>dbfs:/databricks-datasets/airlines/part-00012</td><td>part-00012</td><td>67108791</td></tr><tr><td>dbfs:/databricks-datasets/airlines/part-00013</td><td>part-00013</td><td>67108856</td></tr><tr><td>dbfs:/databricks-datasets/airlines/part-00014</td><td>part-00014</td><td>67108855</td></tr><tr><td>dbfs:/databricks-datasets/airlines/part-00015</td><td>part-00015</td><td>67108875</td></tr><tr><td>dbfs:/databricks-datasets/airlines/part-00016</td><td>part-00016</td><td>67108898</td></tr><tr><td>dbfs:/databricks-datasets/airlines/part-00017</td><td>part-00017</td><td>67108873</td></tr><tr><td>dbfs:/databricks-datasets/airlines/part-00018</td><td>part-00018</td><td>67108881</td></tr><tr><td>dbfs:/databricks-datasets/airlines/part-00019</td><td>part-00019</td><td>67108829</td></tr><tr><td>dbfs:/databricks-datasets/airlines/part-00020</td><td>part-00020</td><td>67108863</td></tr><tr><td>dbfs:/databricks-datasets/airlines/part-00021</td><td>part-00021</td><td>67108868</td></tr><tr><td>dbfs:/databricks-datasets/airlines/part-00022</td><td>part-00022</td><td>67108827</td></tr><tr><td>dbfs:/databricks-datasets/airlines/part-00023</td><td>part-00023</td><td>67108926</td></tr><tr><td>dbfs:/databricks-datasets/airlines/part-00024</td><td>part-00024</td><td>67108885</td></tr><tr><td>dbfs:/databricks-datasets/airlines/part-00025</td><td>part-00025</td><td>67108843</td></tr><tr><td>dbfs:/databricks-datasets/airlines/part-00026</td><td>part-00026</td><td>67108837</td></tr><tr><td>dbfs:/databricks-datasets/airlines/part-00027</td><td>part-00027</td><td>67108911</td></tr><tr><td>dbfs:/databricks-datasets/airlines/part-00028</td><td>part-00028</td><td>67108776</td></tr><tr><td>dbfs:/databricks-datasets/airlines/part-00029</td><td>part-00029</td><td>67108929</td></tr><tr><td>dbfs:/databricks-datasets/airlines/part-00030</td><td>part-00030</td><td>67108839</td></tr><tr><td>dbfs:/databricks-datasets/airlines/part-00031</td><td>part-00031</td><td>67108867</td></tr><tr><td>dbfs:/databricks-datasets/airlines/part-00032</td><td>part-00032</td><td>67108865</td></tr><tr><td>dbfs:/databricks-datasets/airlines/part-00033</td><td>part-00033</td><td>67108864</td></tr><tr><td>dbfs:/databricks-datasets/airlines/part-00034</td><td>part-00034</td><td>67108854</td></tr><tr><td>dbfs:/databricks-datasets/airlines/part-00035</td><td>part-00035</td><td>67108878</td></tr><tr><td>dbfs:/databricks-datasets/airlines/part-00036</td><td>part-00036</td><td>67108847</td></tr><tr><td>dbfs:/databricks-datasets/airlines/part-00037</td><td>part-00037</td><td>67108895</td></tr><tr><td>dbfs:/databricks-datasets/airlines/part-00038</td><td>part-00038</td><td>67108885</td></tr><tr><td>dbfs:/databricks-datasets/airlines/part-00039</td><td>part-00039</td><td>67108791</td></tr><tr><td>dbfs:/databricks-datasets/airlines/part-00040</td><td>part-00040</td><td>67108856</td></tr><tr><td>dbfs:/databricks-datasets/airlines/part-00041</td><td>part-00041</td><td>67108917</td></tr><tr><td>dbfs:/databricks-datasets/airlines/part-00042</td><td>part-00042</td><td>67108862</td></tr><tr><td>dbfs:/databricks-datasets/airlines/part-00043</td><td>part-00043</td><td>67108881</td></tr><tr><td>dbfs:/databricks-datasets/airlines/part-00044</td><td>part-00044</td><td>67108840</td></tr><tr><td>dbfs:/databricks-datasets/airlines/part-00045</td><td>part-00045</td><td>67108854</td></tr><tr><td>dbfs:/databricks-datasets/airlines/part-00046</td><td>part-00046</td><td>67108826</td></tr><tr><td>dbfs:/databricks-datasets/airlines/part-00047</td><td>part-00047</td><td>67108941</td></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+      ]
+     }
+    }
+   ],
+   "execution_count": 2
+  },
+  {
+   "cell_type": "code",
+   "source": [
+    "%fs head /databricks-datasets/airlines/part-00000"
+   ],
+   "metadata": {},
+   "outputs": [
+    {
+     "metadata": {},
+     "output_type": "display_data",
+     "data": {
+      "text/html": [
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bytes]\nYear,Month,DayofMonth,DayOfWeek,DepTime,CRSDepTime,ArrTime,CRSArrTime,UniqueCarrier,FlightNum,TailNum,ActualElapsedTime,CRSElapsedTime,AirTime,ArrDelay,DepDelay,Origin,Dest,Distance,TaxiIn,TaxiOut,Cancelled,CancellationCode,Diverted,CarrierDelay,WeatherDelay,NASDelay,SecurityDelay,LateAircraftDelay,IsArrDelayed,IsDepDelayed\n1987,10,14,3,741,730,912,849,PS,1451,NA,91,79,NA,23,11,SAN,SFO,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,15,4,729,730,903,849,PS,1451,NA,94,79,NA,14,-1,SAN,SFO,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,17,6,741,730,918,849,PS,1451,NA,97,79,NA,29,11,SAN,SFO,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,18,7,729,730,847,849,PS,1451,NA,78,79,NA,-2,-1,SAN,SFO,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,19,1,749,730,922,849,PS,1451,NA,93,79,NA,33,19,SAN,SFO,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,21,3,728,730,848,849,PS,1451,NA,80,79,NA,-1,-2,SAN,SFO,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,22,4,728,730,852,849,PS,1451,NA,84,79,NA,3,-2,SAN,SFO,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,23,5,731,730,902,849,PS,1451,NA,91,79,NA,13,1,SAN,SFO,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,24,6,744,730,908,849,PS,1451,NA,84,79,NA,19,14,SAN,SFO,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,25,7,729,730,851,849,PS,1451,NA,82,79,NA,2,-1,SAN,SFO,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,26,1,735,730,904,849,PS,1451,NA,89,79,NA,15,5,SAN,SFO,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,28,3,741,725,919,855,PS,1451,NA,98,90,NA,24,16,SAN,SFO,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,29,4,742,725,906,855,PS,1451,NA,84,90,NA,11,17,SAN,SFO,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,31,6,726,725,848,855,PS,1451,NA,82,90,NA,-7,1,SAN,SFO,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,YES\n1987,10,1,4,936,915,1035,1001,PS,1451,NA,59,46,NA,34,21,SFO,RNO,192,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,2,5,918,915,1017,1001,PS,1451,NA,59,46,NA,16,3,SFO,RNO,192,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,3,6,928,915,1037,1001,PS,1451,NA,69,46,NA,36,13,SFO,RNO,192,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,4,7,914,915,1003,1001,PS,1451,NA,49,46,NA,2,-1,SFO,RNO,192,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,5,1,1042,915,1129,1001,PS,1451,NA,47,46,NA,88,87,SFO,RNO,192,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,6,2,934,915,1024,1001,PS,1451,NA,50,46,NA,23,19,SFO,RNO,192,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,7,3,946,915,1037,1001,PS,1451,NA,51,46,NA,36,31,SFO,RNO,192,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,8,4,932,915,1033,1001,PS,1451,NA,61,46,NA,32,17,SFO,RNO,192,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,9,5,947,915,1036,1001,PS,1451,NA,49,46,NA,35,32,SFO,RNO,192,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,10,6,915,915,1022,1001,PS,1451,NA,67,46,NA,21,0,SFO,RNO,192,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,11,7,916,915,1006,1001,PS,1451,NA,50,46,NA,5,1,SFO,RNO,192,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,12,1,944,915,1027,1001,PS,1451,NA,43,46,NA,26,29,SFO,RNO,192,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,13,2,941,915,1036,1001,PS,1451,NA,55,46,NA,35,26,SFO,RNO,192,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,14,3,930,915,1029,1001,PS,1451,NA,59,46,NA,28,15,SFO,RNO,192,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,15,4,920,915,1023,1001,PS,1451,NA,63,46,NA,22,5,SFO,RNO,192,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,17,6,1009,915,1104,1001,PS,1451,NA,55,46,NA,63,54,SFO,RNO,192,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,18,7,915,915,1008,1001,PS,1451,NA,53,46,NA,7,0,SFO,RNO,192,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,19,1,940,915,1032,1001,PS,1451,NA,52,46,NA,31,25,SFO,RNO,192,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,21,3,913,915,1003,1001,PS,1451,NA,50,46,NA,2,-2,SFO,RNO,192,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,22,4,915,915,1017,1001,PS,1451,NA,62,46,NA,16,0,SFO,RNO,192,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,23,5,927,915,1022,1001,PS,1451,NA,55,46,NA,21,12,SFO,RNO,192,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,24,6,929,915,1052,1001,PS,1451,NA,83,46,NA,51,14,SFO,RNO,192,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,25,7,914,915,1011,1001,PS,1451,NA,57,46,NA,10,-1,SFO,RNO,192,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,26,1,917,915,1023,1001,PS,1451,NA,66,46,NA,22,2,SFO,RNO,192,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,27,2,916,915,1014,1001,PS,1451,NA,58,46,NA,13,1,SFO,RNO,192,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,28,3,941,925,1106,1015,PS,1451,NA,85,50,NA,51,16,SFO,RNO,192,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,29,4,940,925,1044,1015,PS,1451,NA,64,50,NA,29,15,SFO,RNO,192,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,30,5,1009,925,1105,1015,PS,1451,NA,56,50,NA,50,44,SFO,RNO,192,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,31,6,945,925,1040,1015,PS,1451,NA,55,50,NA,25,20,SFO,RNO,192,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,1,4,1520,1505,1624,1608,PS,1453,NA,64,63,NA,16,15,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,2,5,1508,1505,1615,1608,PS,1453,NA,67,63,NA,7,3,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,4,7,1526,1505,1625,1608,PS,1453,NA,59,63,NA,17,21,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,5,1,1504,1505,1602,1608,PS,1453,NA,58,63,NA,-6,-1,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,6,2,1505,1505,1607,1608,PS,1453,NA,62,63,NA,-1,0,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,7,3,1512,1505,1614,1608,PS,1453,NA,62,63,NA,6,7,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,8,4,1528,1505,1636,1608,PS,1453,NA,68,63,NA,28,23,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,9,5,1606,1505,1708,1608,PS,1453,NA,62,63,NA,60,61,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,11,7,1505,1505,1602,1608,PS,1453,NA,57,63,NA,-6,0,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,12,1,NA,1505,NA,1608,PS,1453,NA,NA,63,NA,NA,NA,BUR,OAK,325,NA,NA,1,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,13,2,1533,1505,1640,1608,PS,1453,NA,67,63,NA,32,28,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,14,3,1528,1505,1639,1608,PS,1453,NA,71,63,NA,31,23,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,15,4,1543,1505,1645,1608,PS,1453,NA,62,63,NA,37,38,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,16,5,1521,1505,1626,1608,PS,1453,NA,65,63,NA,18,16,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,19,1,1513,1505,1617,1608,PS,1453,NA,64,63,NA,9,8,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,20,2,1551,1505,1646,1608,PS,1453,NA,55,63,NA,38,46,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,21,3,1504,1505,1620,1608,PS,1453,NA,76,63,NA,12,-1,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,22,4,1518,1505,1623,1608,PS,1453,NA,65,63,NA,15,13,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,23,5,1558,1505,1717,1608,PS,1453,NA,79,63,NA,69,53,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,25,7,1531,1505,1635,1608,PS,1453,NA,64,63,NA,27,26,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,26,1,1508,1505,1614,1608,PS,1453,NA,66,63,NA,6,3,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,27,2,1531,1505,1627,1608,PS,1453,NA,56,63,NA,19,26,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,28,3,1550,1550,1706,1657,PS,1453,NA,76,67,NA,9,0,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,29,4,1550,1550,1700,1657,PS,1453,NA,70,67,NA,3,0,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,30,5,1556,1550,1706,1657,PS,1453,NA,70,67,NA,9,6,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,1,4,1643,1635,1750,1732,PS,1454,NA,67,57,NA,18,8,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,2,5,1635,1635,1737,1732,PS,1454,NA,62,57,NA,5,0,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,3,6,1634,1635,1748,1732,PS,1454,NA,74,57,NA,16,-1,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,4,7,1646,1635,1750,1732,PS,1454,NA,64,57,NA,18,11,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,5,1,1634,1635,1736,1732,PS,1454,NA,62,57,NA,4,-1,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,6,2,1634,1635,1735,1732,PS,1454,NA,61,57,NA,3,-1,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,7,3,1634,1635,1730,1732,PS,1454,NA,56,57,NA,-2,-1,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,8,4,1654,1635,1755,1732,PS,1454,NA,61,57,NA,23,19,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,9,5,1731,1635,1831,1732,PS,1454,NA,60,57,NA,59,56,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,10,6,1635,1635,1740,1732,PS,1454,NA,65,57,NA,8,0,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,11,7,1634,1635,1740,1732,PS,1454,NA,66,57,NA,8,-1,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,12,1,NA,1635,NA,1732,PS,1454,NA,NA,57,NA,NA,NA,OAK,BUR,325,NA,NA,1,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,13,2,1656,1635,1758,1732,PS,1454,NA,62,57,NA,26,21,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,14,3,1652,1635,1750,1732,PS,1454,NA,58,57,NA,18,17,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,15,4,1701,1635,1805,1732,PS,1454,NA,64,57,NA,33,26,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,16,5,1647,1635,1746,1732,PS,1454,NA,59,57,NA,14,12,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,17,6,1634,1635,1743,1732,PS,1454,NA,69,57,NA,11,-1,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,19,1,1635,1635,1735,1732,PS,1454,NA,60,57,NA,3,0,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,20,2,1705,1635,1808,1732,PS,1454,NA,63,57,NA,36,30,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,21,3,1638,1635,1742,1732,PS,1454,NA,64,57,NA,10,3,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,22,4,1640,1635,1744,1732,PS,1454,NA,64,57,NA,12,5,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,23,5,1743,1635,1845,1732,PS,1454,NA,62,57,NA,73,68,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,24,6,1634,1635,1745,1732,PS,1454,NA,71,57,NA,13,-1,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,25,7,1657,1635,1804,1732,PS,1454,NA,67,57,NA,32,22,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,26,1,1634,1635,1736,1732,PS,1454,NA,62,57,NA,4,-1,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,27,2,1644,1635,1746,1732,PS,1454,NA,62,57,NA,14,9,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,31,6,721,700,828,809,PS,1455,NA,67,69,NA,19,21,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,1,4,851,830,1008,937,PS,1457,NA,77,67,NA,31,21,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,2,5,831,830,948,937,PS,1457,NA,77,67,NA,11,1,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,5,1,833,830,932,937,PS,1457,NA,59,67,NA,-5,3,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,YES\n1987,10,6,2,NA,830,NA,937,PS,1457,NA,NA,67,NA,NA,NA,LAX,SFO,337,NA,NA,1,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,8,4,843,830,952,937,PS,1457,NA,69,67,NA,15,13,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,13,2,834,830,955,937,PS,1457,NA,81,67,NA,18,4,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,15,4,836,830,946,937,PS,1457,NA,70,67,NA,9,6,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,16,5,840,830,1000,937,PS,1457,NA,80,67,NA,23,10,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,19,1,844,830,952,937,PS,1457,NA,68,67,NA,15,14,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,20,2,852,830,957,937,PS,1457,NA,65,67,NA,20,22,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,22,4,831,830,939,937,PS,1457,NA,68,67,NA,2,1,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,23,5,840,830,948,937,PS,1457,NA,68,67,NA,11,10,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,26,1,831,830,933,937,PS,1457,NA,62,67,NA,-4,1,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,YES\n1987,10,27,2,832,830,936,937,PS,1457,NA,64,67,NA,-1,2,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,YES\n1987,10,29,4,837,830,958,940,PS,1457,NA,81,70,NA,18,7,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,30,5,832,830,948,940,PS,1457,NA,76,70,NA,8,2,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,1,4,659,650,834,800,PS,1457,NA,95,70,NA,34,9,PHX,LAX,370,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,2,5,657,650,814,800,PS,1457,NA,77,70,NA,14,7,PHX,LAX,370,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,3,6,651,650,830,800,PS,1457,NA,99,70,NA,30,1,PHX,LAX,370,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,5,1,652,650,808,800,PS,1457,NA,76,70,NA,8,2,PHX,LAX,370,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,6,2,701,650,851,800,PS,1457,NA,110,70,NA,51,11,PHX,LAX,370,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,7,3,653,650,808,800,PS,1457,NA,75,70,NA,8,3,PHX,LAX,370,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,8,4,657,650,826,800,PS,1457,NA,89,70,NA,26,7,PHX,LAX,370,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,9,5,655,650,812,800,PS,1457,NA,77,70,NA,12,5,PHX,LAX,370,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,10,6,655,650,815,800,PS,1457,NA,80,70,NA,15,5,PHX,LAX,370,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,12,1,654,650,811,800,PS,1457,NA,77,70,NA,11,4,PHX,LAX,370,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,13,2,652,650,814,800,PS,1457,NA,82,70,NA,14,2,PHX,LAX,370,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,14,3,654,650,820,800,PS,1457,NA,86,70,NA,20,4,PHX,LAX,370,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,15,4,654,650,810,800,PS,1457,NA,76,70,NA,10,4,PHX,LAX,370,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,16,5,653,650,820,800,PS,1457,NA,87,70,NA,20,3,PHX,LAX,370,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,17,6,655,650,810,800,PS,1457,NA,75,70,NA,10,5,PHX,LAX,370,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,19,1,656,650,824,800,PS,1457,NA,88,70,NA,24,6,PHX,LAX,370,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,20,2,651,650,826,800,PS,1457,NA,95,70,NA,26,1,PHX,LAX,370,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,21,3,650,650,815,800,PS,1457,NA,85,70,NA,15,0,PHX,LAX,370,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,22,4,655,650,811,800,PS,1457,NA,76,70,NA,11,5,PHX,LAX,370,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,23,5,654,650,811,800,PS,1457,NA,77,70,NA,11,4,PHX,LAX,370,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,24,6,652,650,808,800,PS,1457,NA,76,70,NA,8,2,PHX,LAX,370,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,26,1,752,750,809,800,PS,1457,NA,77,70,NA,9,2,PHX,LAX,370,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,27,2,750,750,815,800,PS,1457,NA,85,70,NA,15,0,PHX,LAX,370,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,28,3,746,745,800,759,PS,1457,NA,74,74,NA,1,1,PHX,LAX,370,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,29,4,745,745,804,759,PS,1457,NA,79,74,NA,5,0,PHX,LAX,370,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,30,5,745,745,801,759,PS,1457,NA,76,74,NA,2,0,PHX,LAX,370,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,1,4,934,930,1044,1035,PS,1459,NA,70,65,NA,9,4,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,2,5,930,930,1038,1035,PS,1459,NA,68,65,NA,3,0,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,3,6,933,930,1042,1035,PS,1459,NA,69,65,NA,7,3,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,4,7,931,930,1041,1035,PS,1459,NA,70,65,NA,6,1,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,5,1,931,930,1032,1035,PS,1459,NA,61,65,NA,-3,1,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,YES\n1987,10,6,2,958,930,1107,1035,PS,1459,NA,69,65,NA,32,28,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,10,6,930,930,1032,1035,PS,1459,NA,62,65,NA,-3,0,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,12,1,931,930,1055,1035,PS,1459,NA,84,65,NA,20,1,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,13,2,938,930,1105,1035,PS,1459,NA,87,65,NA,30,8,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,14,3,942,930,1129,1035,PS,1459,NA,107,65,NA,54,12,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,15,4,932,930,1039,1035,PS,1459,NA,67,65,NA,4,2,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,16,5,931,930,1036,1035,PS,1459,NA,65,65,NA,1,1,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,17,6,929,930,1035,1035,PS,1459,NA,66,65,NA,0,-1,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,18,7,928,930,1033,1035,PS,1459,NA,65,65,NA,-2,-2,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,19,1,939,930,1049,1035,PS,1459,NA,70,65,NA,14,9,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,20,2,944,930,1052,1035,PS,1459,NA,68,65,NA,17,14,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,21,3,932,930,1034,1035,PS,1459,NA,62,65,NA,-1,2,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,YES\n1987,10,22,4,929,930,1033,1035,PS,1459,NA,64,65,NA,-2,-1,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,23,5,945,930,1111,1035,PS,1459,NA,86,65,NA,36,15,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,24,6,931,930,1042,1035,PS,1459,NA,71,65,NA,7,1,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,25,7,930,930,1033,1035,PS,1459,NA,63,65,NA,-2,0,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,26,1,931,930,1046,1035,PS,1459,NA,75,65,NA,11,1,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,27,2,932,930,1033,1035,PS,1459,NA,61,65,NA,-2,2,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,YES\n1987,10,28,3,930,930,1038,1040,PS,1459,NA,68,70,NA,-2,0,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,29,4,NA,930,NA,1040,PS,1459,NA,NA,70,NA,NA,NA,LAX,SFO,337,NA,NA,1,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,31,6,940,930,1045,1040,PS,1459,NA,65,70,NA,5,10,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,1,4,1127,1120,1253,1250,PS,1459,NA,86,90,NA,3,7,SFO,PDX,550,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,2,5,1124,1120,1252,1250,PS,1459,NA,88,90,NA,2,4,SFO,PDX,550,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,3,6,1120,1120,1250,1250,PS,1459,NA,90,90,NA,0,0,SFO,PDX,550,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,4,7,1120,1120,1250,1250,PS,1459,NA,90,90,NA,0,0,SFO,PDX,550,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,5,1,1128,1120,1252,1250,PS,1459,NA,84,90,NA,2,8,SFO,PDX,550,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,6,2,1128,1120,1254,1250,PS,1459,NA,86,90,NA,4,8,SFO,PDX,550,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,10,6,1119,1120,1302,1250,PS,1459,NA,103,90,NA,12,-1,SFO,PDX,550,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,12,1,1120,1120,1248,1250,PS,1459,NA,88,90,NA,-2,0,SFO,PDX,550,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,13,2,1123,1120,1259,1250,PS,1459,NA,96,90,NA,9,3,SFO,PDX,550,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,14,3,1153,1120,1321,1250,PS,1459,NA,88,90,NA,31,33,SFO,PDX,550,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,15,4,1122,1120,1256,1250,PS,1459,NA,94,90,NA,6,2,SFO,PDX,550,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,16,5,1124,1120,1254,1250,PS,1459,NA,90,90,NA,4,4,SFO,PDX,550,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,17,6,1120,1120,1255,1250,PS,1459,NA,95,90,NA,5,0,SFO,PDX,550,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,18,7,1120,1120,1244,1250,PS,1459,NA,84,90,NA,-6,0,SFO,PDX,550,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,19,1,1128,1120,1259,1250,PS,1459,NA,91,90,NA,9,8,SFO,PDX,550,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,20,2,1122,1120,1244,1250,PS,1459,NA,82,90,NA,-6,2,SFO,PDX,550,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,YES\n1987,10,21,3,1120,1120,1245,1250,PS,1459,NA,85,90,NA,-5,0,SFO,PDX,550,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,22,4,1121,1120,1251,1250,PS,1459,NA,90,90,NA,1,1,SFO,PDX,550,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,23,5,1138,1120,1307,1250,PS,1459,NA,89,90,NA,17,18,SFO,PDX,550,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,24,6,1120,1120,1303,1250,PS,1459,NA,103,90,NA,13,0,SFO,PDX,550,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,25,7,1121,1120,1306,1250,PS,1459,NA,105,90,NA,16,1,SFO,PDX,550,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,26,1,1121,1120,1258,1250,PS,1459,NA,97,90,NA,8,1,SFO,PDX,550,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,27,2,1119,1120,1302,1250,PS,1459,NA,103,90,NA,12,-1,SFO,PDX,550,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,1,4,1830,1830,1936,1929,PS,1460,NA,66,59,NA,7,0,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,2,5,1837,1830,1950,1929,PS,1460,NA,73,59,NA,21,7,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,3,6,1829,1830,1926,1929,PS,1460,NA,57,59,NA,-3,-1,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,4,7,1831,1830,1947,1929,PS,1460,NA,76,59,NA,18,1,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,5,1,1830,1830,1944,1929,PS,1460,NA,74,59,NA,15,0,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,6,2,1829,1830,1942,1929,PS,1460,NA,73,59,NA,13,-1,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,8,4,1842,1830,1950,1929,PS,1460,NA,68,59,NA,21,12,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,9,5,1830,1830,1941,1929,PS,1460,NA,71,59,NA,12,0,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,10,6,1828,1830,1931,1929,PS,1460,NA,63,59,NA,2,-2,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,11,7,1833,1830,1950,1929,PS,1460,NA,77,59,NA,21,3,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,13,2,1830,1830,1937,1929,PS,1460,NA,67,59,NA,8,0,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,14,3,1835,1830,1947,1929,PS,1460,NA,72,59,NA,18,5,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,15,4,1839,1830,1949,1929,PS,1460,NA,70,59,NA,20,9,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,17,6,1830,1830,1930,1929,PS,1460,NA,60,59,NA,1,0,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,18,7,1830,1830,1934,1929,PS,1460,NA,64,59,NA,5,0,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,19,1,1834,1830,1944,1929,PS,1460,NA,70,59,NA,15,4,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,20,2,1828,1830,1943,1929,PS,1460,NA,75,59,NA,14,-2,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,21,3,1829,1830,1938,1929,PS,1460,NA,69,59,NA,9,-1,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,22,4,1844,1830,2023,1929,PS,1460,NA,99,59,NA,54,14,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,23,5,1834,1830,1944,1929,PS,1460,NA,70,59,NA,15,4,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,24,6,1829,1830,1928,1929,PS,1460,NA,59,59,NA,-1,-1,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,25,7,1829,1830,1938,1929,PS,1460,NA,69,59,NA,9,-1,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,26,1,1829,1830,1936,1929,PS,1460,NA,67,59,NA,7,-1,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,28,3,1845,1846,2001,1949,PS,1460,NA,76,63,NA,12,-1,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,29,4,1851,1846,1957,1949,PS,1460,NA,66,63,NA,8,5,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,30,5,1846,1846,1957,1949,PS,1460,NA,71,63,NA,8,0,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,31,6,1845,1846,1947,1949,PS,1460,NA,62,63,NA,-2,-1,OAK,BUR,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,1,4,1808,1800,1915,1901,PS,1463,NA,67,61,NA,14,8,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,2,5,1802,1800,1913,1901,PS,1463,NA,71,61,NA,12,2,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,3,6,1800,1800,1910,1901,PS,1463,NA,70,61,NA,9,0,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,4,7,1813,1800,1912,1901,PS,1463,NA,59,61,NA,11,13,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,5,1,1759,1800,1903,1901,PS,1463,NA,64,61,NA,2,-1,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,6,2,1800,1800,1902,1901,PS,1463,NA,62,61,NA,1,0,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,7,3,1759,1800,1906,1901,PS,1463,NA,67,61,NA,5,-1,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,8,4,1819,1800,1919,1901,PS,1463,NA,60,61,NA,18,19,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,9,5,1905,1800,2012,1901,PS,1463,NA,67,61,NA,71,65,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,10,6,1759,1800,1859,1901,PS,1463,NA,60,61,NA,-2,-1,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,11,7,1800,1800,1858,1901,PS,1463,NA,58,61,NA,-3,0,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,12,1,1759,1800,1906,1901,PS,1463,NA,67,61,NA,5,-1,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,13,2,1823,1800,1930,1901,PS,1463,NA,67,61,NA,29,23,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,14,3,1808,1800,1919,1901,PS,1463,NA,71,61,NA,18,8,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,15,4,1819,1800,1932,1901,PS,1463,NA,73,61,NA,31,19,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,16,5,1809,1800,1913,1901,PS,1463,NA,64,61,NA,12,9,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,17,6,1759,1800,1900,1901,PS,1463,NA,61,61,NA,-1,-1,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,19,1,1759,1800,1902,1901,PS,1463,NA,63,61,NA,1,-1,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,20,2,1827,1800,1946,1901,PS,1463,NA,79,61,NA,45,27,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,21,3,1805,1800,1903,1901,PS,1463,NA,58,61,NA,2,5,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,22,4,1805,1800,1912,1901,PS,1463,NA,67,61,NA,11,5,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,23,5,1909,1800,2026,1901,PS,1463,NA,77,61,NA,85,69,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,24,6,1801,1800,1906,1901,PS,1463,NA,65,61,NA,5,1,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,25,7,1827,1800,1928,1901,PS,1463,NA,61,61,NA,27,27,BUR,OAK,325,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n\n*** WARNING: skipped 15582 bytes of output ***\n\n1987,10,25,7,1027,1029,1139,1144,PS,1475,NA,72,75,NA,-5,-2,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,26,1,1028,1029,1140,1144,PS,1475,NA,72,75,NA,-4,-1,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,27,2,1028,1029,1138,1144,PS,1475,NA,70,75,NA,-6,-1,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,28,3,1040,1040,1150,1201,PS,1475,NA,70,81,NA,-11,0,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,29,4,1144,1040,1304,1201,PS,1475,NA,80,81,NA,63,64,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,30,5,1039,1040,1156,1201,PS,1475,NA,77,81,NA,-5,-1,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,31,6,1039,1040,1151,1201,PS,1475,NA,72,81,NA,-10,-1,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,1,4,1628,1628,1800,1745,PS,1476,NA,92,77,NA,15,0,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,2,5,1633,1628,1752,1745,PS,1476,NA,79,77,NA,7,5,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,5,1,1627,1628,1751,1745,PS,1476,NA,84,77,NA,6,-1,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,6,2,1627,1628,1749,1745,PS,1476,NA,82,77,NA,4,-1,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,7,3,1627,1628,1748,1745,PS,1476,NA,81,77,NA,3,-1,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,8,4,1637,1628,1803,1745,PS,1476,NA,86,77,NA,18,9,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,9,5,1644,1628,1804,1745,PS,1476,NA,80,77,NA,19,16,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,11,7,1630,1628,1800,1745,PS,1476,NA,90,77,NA,15,2,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,13,2,1627,1628,1743,1745,PS,1476,NA,76,77,NA,-2,-1,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,14,3,1634,1628,1753,1745,PS,1476,NA,79,77,NA,8,6,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,15,4,1628,1628,1753,1745,PS,1476,NA,85,77,NA,8,0,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,16,5,1629,1628,1750,1745,PS,1476,NA,81,77,NA,5,1,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,18,7,1650,1628,1810,1745,PS,1476,NA,80,77,NA,25,22,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,19,1,1628,1628,1754,1745,PS,1476,NA,86,77,NA,9,0,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,20,2,1628,1628,1752,1745,PS,1476,NA,84,77,NA,7,0,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,22,4,1629,1628,1754,1745,PS,1476,NA,85,77,NA,9,1,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,23,5,1646,1628,1809,1745,PS,1476,NA,83,77,NA,24,18,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,25,7,1629,1628,1751,1745,PS,1476,NA,82,77,NA,6,1,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,26,1,1627,1628,1748,1745,PS,1476,NA,81,77,NA,3,-1,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,27,2,1628,1628,1754,1745,PS,1476,NA,86,77,NA,9,0,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,28,3,1644,1645,1809,1801,PS,1476,NA,85,76,NA,8,-1,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,29,4,1644,1645,1757,1801,PS,1476,NA,73,76,NA,-4,-1,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,30,5,1642,1645,1807,1801,PS,1476,NA,85,76,NA,6,-3,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,1,4,1846,1830,2002,1936,PS,1477,NA,76,66,NA,26,16,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,2,5,1842,1830,1951,1936,PS,1477,NA,69,66,NA,15,12,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,4,7,1838,1830,1952,1936,PS,1477,NA,74,66,NA,16,8,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,5,1,1835,1830,1946,1936,PS,1477,NA,71,66,NA,10,5,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,6,2,1837,1830,2004,1936,PS,1477,NA,87,66,NA,28,7,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,7,3,1829,1830,1946,1936,PS,1477,NA,77,66,NA,10,-1,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,9,5,1903,1830,2031,1936,PS,1477,NA,88,66,NA,55,33,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,11,7,1839,1830,2001,1936,PS,1477,NA,82,66,NA,25,9,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,12,1,1842,1830,1958,1936,PS,1477,NA,76,66,NA,22,12,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,13,2,1831,1830,1948,1936,PS,1477,NA,77,66,NA,12,1,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,14,3,1837,1830,1952,1936,PS,1477,NA,75,66,NA,16,7,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,16,5,1942,1830,2107,1936,PS,1477,NA,85,66,NA,91,72,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,18,7,1835,1830,1948,1936,PS,1477,NA,73,66,NA,12,5,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,19,1,1830,1830,1942,1936,PS,1477,NA,72,66,NA,6,0,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,20,2,1834,1830,1945,1936,PS,1477,NA,71,66,NA,9,4,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,21,3,1830,1830,1939,1936,PS,1477,NA,69,66,NA,3,0,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,22,4,2045,1830,2243,1936,PS,1477,NA,118,66,NA,187,135,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,23,5,1910,1830,2019,1936,PS,1477,NA,69,66,NA,43,40,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,25,7,1836,1830,1947,1936,PS,1477,NA,71,66,NA,11,6,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,26,1,1846,1830,1958,1936,PS,1477,NA,72,66,NA,22,16,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,27,2,1830,1830,1946,1936,PS,1477,NA,76,66,NA,10,0,LAX,SFO,337,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,1,4,1210,1210,1330,1322,PS,1478,NA,80,72,NA,8,0,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,2,5,1210,1210,1326,1322,PS,1478,NA,76,72,NA,4,0,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,3,6,1210,1210,1344,1322,PS,1478,NA,94,72,NA,22,0,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,4,7,1210,1210,1330,1322,PS,1478,NA,80,72,NA,8,0,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,5,1,1210,1210,1332,1322,PS,1478,NA,82,72,NA,10,0,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,6,2,1208,1210,1325,1322,PS,1478,NA,77,72,NA,3,-2,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,7,3,1209,1210,1325,1322,PS,1478,NA,76,72,NA,3,-1,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,8,4,1210,1210,1322,1322,PS,1478,NA,72,72,NA,0,0,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,9,5,1210,1210,1326,1322,PS,1478,NA,76,72,NA,4,0,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,10,6,1209,1210,1331,1322,PS,1478,NA,82,72,NA,9,-1,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,11,7,1210,1210,1333,1322,PS,1478,NA,83,72,NA,11,0,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,12,1,1209,1210,1327,1322,PS,1478,NA,78,72,NA,5,-1,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,13,2,1211,1210,1324,1322,PS,1478,NA,73,72,NA,2,1,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,14,3,1210,1210,1323,1322,PS,1478,NA,73,72,NA,1,0,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,15,4,1210,1210,1333,1322,PS,1478,NA,83,72,NA,11,0,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,16,5,1209,1210,1333,1322,PS,1478,NA,84,72,NA,11,-1,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,17,6,1210,1210,1338,1322,PS,1478,NA,88,72,NA,16,0,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,19,1,1209,1210,1326,1322,PS,1478,NA,77,72,NA,4,-1,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,20,2,1210,1210,1329,1322,PS,1478,NA,79,72,NA,7,0,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,21,3,1209,1210,1328,1322,PS,1478,NA,79,72,NA,6,-1,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,22,4,1211,1210,1334,1322,PS,1478,NA,83,72,NA,12,1,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,23,5,1212,1210,1327,1322,PS,1478,NA,75,72,NA,5,2,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,24,6,1210,1210,1328,1322,PS,1478,NA,78,72,NA,6,0,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,25,7,1209,1210,1325,1322,PS,1478,NA,76,72,NA,3,-1,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,26,1,1208,1210,1323,1322,PS,1478,NA,75,72,NA,1,-2,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,27,2,1209,1210,1328,1322,PS,1478,NA,79,72,NA,6,-1,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,28,3,1231,1231,1347,1343,PS,1478,NA,76,72,NA,4,0,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,29,4,1318,1231,1428,1343,PS,1478,NA,70,72,NA,45,47,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,30,5,1231,1231,1347,1343,PS,1478,NA,76,72,NA,4,0,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,31,6,1231,1231,1353,1343,PS,1478,NA,82,72,NA,10,0,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,28,3,1414,1414,1508,1510,PS,1478,NA,54,56,NA,-2,0,SAN,LAS,258,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,29,4,1449,1414,1541,1510,PS,1478,NA,52,56,NA,31,35,SAN,LAS,258,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,30,5,1420,1414,1516,1510,PS,1478,NA,56,56,NA,6,6,SAN,LAS,258,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,31,6,1414,1414,1518,1510,PS,1478,NA,64,56,NA,8,0,SAN,LAS,258,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,1,4,1322,1310,1446,1424,PS,1479,NA,84,74,NA,22,12,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,2,5,1309,1310,1430,1424,PS,1479,NA,81,74,NA,6,-1,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,4,7,1310,1310,1423,1424,PS,1479,NA,73,74,NA,-1,0,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,5,1,1308,1310,1423,1424,PS,1479,NA,75,74,NA,-1,-2,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,6,2,1309,1310,1424,1424,PS,1479,NA,75,74,NA,0,-1,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,8,4,1310,1310,1442,1424,PS,1479,NA,92,74,NA,18,0,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,9,5,1309,1310,1430,1424,PS,1479,NA,81,74,NA,6,-1,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,11,7,1312,1310,1423,1424,PS,1479,NA,71,74,NA,-1,2,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,YES\n1987,10,12,1,1332,1310,1446,1424,PS,1479,NA,74,74,NA,22,22,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,13,2,1309,1310,1426,1424,PS,1479,NA,77,74,NA,2,-1,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,14,3,1309,1310,1429,1424,PS,1479,NA,80,74,NA,5,-1,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,15,4,1311,1310,1430,1424,PS,1479,NA,79,74,NA,6,1,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,16,5,1312,1310,1427,1424,PS,1479,NA,75,74,NA,3,2,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,18,7,1309,1310,1424,1424,PS,1479,NA,75,74,NA,0,-1,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,19,1,1312,1310,1431,1424,PS,1479,NA,79,74,NA,7,2,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,20,2,1311,1310,1429,1424,PS,1479,NA,78,74,NA,5,1,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,21,3,1312,1310,1425,1424,PS,1479,NA,73,74,NA,1,2,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,22,4,1308,1310,1423,1424,PS,1479,NA,75,74,NA,-1,-2,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,23,5,1309,1310,1427,1424,PS,1479,NA,78,74,NA,3,-1,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,25,7,1310,1310,1429,1424,PS,1479,NA,79,74,NA,5,0,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,26,1,1312,1310,1430,1424,PS,1479,NA,78,74,NA,6,2,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,27,2,1308,1310,1427,1424,PS,1479,NA,79,74,NA,3,-2,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,29,4,1300,1300,1418,1421,PS,1479,NA,78,81,NA,-3,0,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,30,5,1259,1300,1426,1421,PS,1479,NA,87,81,NA,5,-1,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,1,4,1850,1845,2020,2005,PS,1480,NA,90,80,NA,15,5,SFO,SAN,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,2,5,1846,1845,2014,2005,PS,1480,NA,88,80,NA,9,1,SFO,SAN,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,4,7,1915,1845,2041,2005,PS,1480,NA,86,80,NA,36,30,SFO,SAN,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,5,1,NA,1845,NA,2005,PS,1480,NA,NA,80,NA,NA,NA,SFO,SAN,447,NA,NA,1,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,6,2,1902,1845,2027,2005,PS,1480,NA,85,80,NA,22,17,SFO,SAN,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,7,3,1850,1845,2008,2005,PS,1480,NA,78,80,NA,3,5,SFO,SAN,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,8,4,1941,1845,2102,2005,PS,1480,NA,81,80,NA,57,56,SFO,SAN,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,11,7,1853,1845,2019,2005,PS,1480,NA,86,80,NA,14,8,SFO,SAN,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,12,1,1859,1845,2021,2005,PS,1480,NA,82,80,NA,16,14,SFO,SAN,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,13,2,1942,1845,2103,2005,PS,1480,NA,81,80,NA,58,57,SFO,SAN,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,14,3,1914,1845,2046,2005,PS,1480,NA,92,80,NA,41,29,SFO,SAN,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,15,4,1858,1845,2023,2005,PS,1480,NA,85,80,NA,18,13,SFO,SAN,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,16,5,1849,1845,2014,2005,PS,1480,NA,85,80,NA,9,4,SFO,SAN,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,18,7,1915,1845,2038,2005,PS,1480,NA,83,80,NA,33,30,SFO,SAN,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,19,1,1846,1845,2006,2005,PS,1480,NA,80,80,NA,1,1,SFO,SAN,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,20,2,1909,1845,2032,2005,PS,1480,NA,83,80,NA,27,24,SFO,SAN,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,21,3,1852,1845,2011,2005,PS,1480,NA,79,80,NA,6,7,SFO,SAN,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,22,4,1922,1845,2047,2005,PS,1480,NA,85,80,NA,42,37,SFO,SAN,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,23,5,1930,1845,2058,2005,PS,1480,NA,88,80,NA,53,45,SFO,SAN,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,25,7,1901,1845,2030,2005,PS,1480,NA,89,80,NA,25,16,SFO,SAN,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,26,1,1904,1845,2037,2005,PS,1480,NA,93,80,NA,32,19,SFO,SAN,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,27,2,1852,1845,2026,2005,PS,1480,NA,94,80,NA,21,7,SFO,SAN,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,28,3,2017,1915,2144,2033,PS,1480,NA,87,78,NA,71,62,SFO,SAN,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,29,4,1948,1915,2112,2033,PS,1480,NA,84,78,NA,39,33,SFO,SAN,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,30,5,1931,1915,2100,2033,PS,1480,NA,89,78,NA,27,16,SFO,SAN,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,1,4,1450,1450,1603,1603,PS,1481,NA,73,73,NA,0,0,SNA,OAK,371,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,2,5,1451,1450,1609,1603,PS,1481,NA,78,73,NA,6,1,SNA,OAK,371,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,3,6,1450,1450,1605,1603,PS,1481,NA,75,73,NA,2,0,SNA,OAK,371,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,5,1,1450,1450,1608,1603,PS,1481,NA,78,73,NA,5,0,SNA,OAK,371,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,6,2,1452,1450,1604,1603,PS,1481,NA,72,73,NA,1,2,SNA,OAK,371,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,7,3,1450,1450,1607,1603,PS,1481,NA,77,73,NA,4,0,SNA,OAK,371,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,8,4,1455,1450,1619,1603,PS,1481,NA,84,73,NA,16,5,SNA,OAK,371,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,9,5,1502,1450,1625,1603,PS,1481,NA,83,73,NA,22,12,SNA,OAK,371,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,10,6,1505,1450,1614,1603,PS,1481,NA,69,73,NA,11,15,SNA,OAK,371,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,11,7,1455,1450,1609,1603,PS,1481,NA,74,73,NA,6,5,SNA,OAK,371,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,13,2,1449,1450,1604,1603,PS,1481,NA,75,73,NA,1,-1,SNA,OAK,371,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,14,3,1449,1450,1606,1603,PS,1481,NA,77,73,NA,3,-1,SNA,OAK,371,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,15,4,1450,1450,1604,1603,PS,1481,NA,74,73,NA,1,0,SNA,OAK,371,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,16,5,1449,1450,1604,1603,PS,1481,NA,75,73,NA,1,-1,SNA,OAK,371,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,17,6,1452,1450,1603,1603,PS,1481,NA,71,73,NA,0,2,SNA,OAK,371,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,YES\n1987,10,18,7,1512,1450,1628,1603,PS,1481,NA,76,73,NA,25,22,SNA,OAK,371,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,19,1,1448,1450,1600,1603,PS,1481,NA,72,73,NA,-3,-2,SNA,OAK,371,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,20,2,1448,1450,1600,1603,PS,1481,NA,72,73,NA,-3,-2,SNA,OAK,371,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,22,4,1457,1450,1606,1603,PS,1481,NA,69,73,NA,3,7,SNA,OAK,371,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,23,5,1507,1450,1621,1603,PS,1481,NA,74,73,NA,18,17,SNA,OAK,371,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,24,6,1448,1450,1603,1603,PS,1481,NA,75,73,NA,0,-2,SNA,OAK,371,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,25,7,1449,1450,1607,1603,PS,1481,NA,78,73,NA,4,-1,SNA,OAK,371,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,26,1,1449,1450,1603,1603,PS,1481,NA,74,73,NA,0,-1,SNA,OAK,371,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,27,2,1452,1450,1602,1603,PS,1481,NA,70,73,NA,-1,2,SNA,OAK,371,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,YES\n1987,10,28,3,1501,1500,1618,1619,PS,1481,NA,77,79,NA,-1,1,SNA,OAK,371,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,YES\n1987,10,29,4,1458,1500,1617,1619,PS,1481,NA,79,79,NA,-2,-2,SNA,OAK,371,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,30,5,1457,1500,1611,1619,PS,1481,NA,74,79,NA,-8,-3,SNA,OAK,371,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,31,6,1459,1500,1611,1619,PS,1481,NA,72,79,NA,-8,-1,SNA,OAK,371,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,2,5,2229,2230,2342,2342,PS,1482,NA,73,72,NA,0,-1,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,4,7,2319,2230,36,2342,PS,1482,NA,77,72,NA,54,49,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,9,5,2230,2230,2345,2342,PS,1482,NA,75,72,NA,3,0,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,11,7,2231,2230,2347,2342,PS,1482,NA,76,72,NA,5,1,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,16,5,2230,2230,2347,2342,PS,1482,NA,77,72,NA,5,0,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,18,7,2229,2230,2349,2342,PS,1482,NA,80,72,NA,7,-1,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,23,5,2250,2230,9,2342,PS,1482,NA,79,72,NA,27,20,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,25,7,2230,2230,2348,2342,PS,1482,NA,78,72,NA,6,0,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,30,5,2302,2300,29,12,PS,1482,NA,87,72,NA,17,2,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,2,5,2044,2045,2200,2159,PS,1483,NA,76,74,NA,1,-1,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,4,7,2140,2045,2252,2159,PS,1483,NA,72,74,NA,53,55,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,9,5,2050,2045,2205,2159,PS,1483,NA,75,74,NA,6,5,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,11,7,2043,2045,2200,2159,PS,1483,NA,77,74,NA,1,-2,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,16,5,2055,2045,2210,2159,PS,1483,NA,75,74,NA,11,10,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,18,7,2053,2045,2204,2159,PS,1483,NA,71,74,NA,5,8,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,23,5,2104,2045,2227,2159,PS,1483,NA,83,74,NA,28,19,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,25,7,2047,2045,2201,2159,PS,1483,NA,74,74,NA,2,2,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,30,5,2116,2110,2227,2228,PS,1483,NA,71,78,NA,-1,6,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,YES\n1987,10,1,4,1946,1945,2104,2101,PS,1484,NA,78,76,NA,3,1,SFO,SAN,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,2,5,1945,1945,2103,2101,PS,1484,NA,78,76,NA,2,0,SFO,SAN,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,4,7,1955,1945,2117,2101,PS,1484,NA,82,76,NA,16,10,SFO,SAN,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,5,1,2104,1945,2244,2101,PS,1484,NA,100,76,NA,103,79,SFO,SAN,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,6,2,1945,1945,2109,2101,PS,1484,NA,84,76,NA,8,0,SFO,SAN,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,9,5,1947,1945,2105,2101,PS,1484,NA,78,76,NA,4,2,SFO,SAN,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,11,7,2005,1945,2128,2101,PS,1484,NA,83,76,NA,27,20,SFO,SAN,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,12,1,1945,1945,2102,2101,PS,1484,NA,77,76,NA,1,0,SFO,SAN,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,13,2,1944,1945,2106,2101,PS,1484,NA,82,76,NA,5,-1,SFO,SAN,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,14,3,1944,1945,2100,2101,PS,1484,NA,76,76,NA,-1,-1,SFO,SAN,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,15,4,1948,1945,2107,2101,PS,1484,NA,79,76,NA,6,3,SFO,SAN,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,16,5,2028,1945,2156,2101,PS,1484,NA,88,76,NA,55,43,SFO,SAN,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,18,7,1946,1945,2105,2101,PS,1484,NA,79,76,NA,4,1,SFO,SAN,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,19,1,1945,1945,2107,2101,PS,1484,NA,82,76,NA,6,0,SFO,SAN,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,20,2,1945,1945,2102,2101,PS,1484,NA,77,76,NA,1,0,SFO,SAN,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,21,3,1944,1945,2107,2101,PS,1484,NA,83,76,NA,6,-1,SFO,SAN,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,22,4,2049,1945,2218,2101,PS,1484,NA,89,76,NA,77,64,SFO,SAN,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,23,5,1946,1945,2107,2101,PS,1484,NA,81,76,NA,6,1,SFO,SAN,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,25,7,1948,1945,2111,2101,PS,1484,NA,83,76,NA,10,3,SFO,SAN,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,26,1,1945,1945,2107,2101,PS,1484,NA,82,76,NA,6,0,SFO,SAN,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,27,2,1945,1945,2113,2101,PS,1484,NA,88,76,NA,12,0,SFO,SAN,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,30,5,2002,1950,2128,2112,PS,1484,NA,86,82,NA,16,12,SFO,SAN,447,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,1,4,1648,1648,1811,1806,PS,1485,NA,83,78,NA,5,0,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,2,5,1649,1648,1819,1806,PS,1485,NA,90,78,NA,13,1,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,3,6,1647,1648,1814,1806,PS,1485,NA,87,78,NA,8,-1,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,4,7,1650,1648,1812,1806,PS,1485,NA,82,78,NA,6,2,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,5,1,1647,1648,1804,1806,PS,1485,NA,77,78,NA,-2,-1,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,6,2,1647,1648,1802,1806,PS,1485,NA,75,78,NA,-4,-1,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,8,4,1650,1648,1819,1806,PS,1485,NA,89,78,NA,13,2,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,9,5,1653,1648,1809,1806,PS,1485,NA,76,78,NA,3,5,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,10,6,1648,1648,1755,1806,PS,1485,NA,67,78,NA,-11,0,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,11,7,1648,1648,1815,1806,PS,1485,NA,87,78,NA,9,0,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,13,2,1647,1648,1808,1806,PS,1485,NA,81,78,NA,2,-1,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,14,3,1647,1648,1810,1806,PS,1485,NA,83,78,NA,4,-1,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,17,6,1647,1648,1805,1806,PS,1485,NA,78,78,NA,-1,-1,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,18,7,1647,1648,1810,1806,PS,1485,NA,83,78,NA,4,-1,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,19,1,1647,1648,1814,1806,PS,1485,NA,87,78,NA,8,-1,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,20,2,1648,1648,1807,1806,PS,1485,NA,79,78,NA,1,0,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,21,3,1646,1648,1806,1806,PS,1485,NA,80,78,NA,0,-2,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,22,4,1647,1648,1822,1806,PS,1485,NA,95,78,NA,16,-1,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,23,5,1648,1648,1813,1806,PS,1485,NA,85,78,NA,7,0,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,24,6,1649,1648,1806,1806,PS,1485,NA,77,78,NA,0,1,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,YES\n1987,10,25,7,1640,1648,1807,1806,PS,1485,NA,87,78,NA,1,-8,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,26,1,1647,1648,1806,1806,PS,1485,NA,79,78,NA,0,-1,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,27,2,1705,1648,1827,1806,PS,1485,NA,82,78,NA,21,17,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,28,3,1656,1656,1818,1821,PS,1485,NA,82,85,NA,-3,0,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,30,5,1659,1656,1817,1821,PS,1485,NA,78,85,NA,-4,3,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,YES\n1987,10,31,6,1655,1656,1811,1821,PS,1485,NA,76,85,NA,-10,-1,SAN,OAK,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,NO,NO\n1987,10,1,4,2028,2016,2153,2132,PS,1486,NA,85,76,NA,21,12,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,4,7,2101,2016,2224,2132,PS,1486,NA,83,76,NA,52,45,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,5,1,2028,2016,2154,2132,PS,1486,NA,86,76,NA,22,12,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,6,2,2020,2016,2145,2132,PS,1486,NA,85,76,NA,13,4,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,7,3,2016,2016,2133,2132,PS,1486,NA,77,76,NA,1,0,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,8,4,2015,2016,2135,2132,PS,1486,NA,80,76,NA,3,-1,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,NO\n1987,10,9,5,2057,2016,2219,2132,PS,1486,NA,82,76,NA,47,41,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,11,7,2019,2016,2143,2132,PS,1486,NA,84,76,NA,11,3,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,12,1,2021,2016,2139,2132,PS,1486,NA,78,76,NA,7,5,OAK,SAN,446,NA,NA,0,NA,0,NA,NA,NA,NA,NA,YES,YES\n1987,10,13,2,2015,2016,2130,2132,PS,1486,NA,75,76,NA,-2,-1,OAK,SAN,446,NA,NA,0,NA,0,NA,NA\n</div>"
+      ]
+     }
+    }
+   ],
+   "execution_count": 3
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "outputs": [],
+   "execution_count": null,
+   "source": [
+    "airlinesDF = spark.read \\\n",
+    ".format(\"csv\") \\\n",
+    ".option(\"header\", \"true\") \\\n",
+    ".option(\"inferSchema\",\"true\") \\\n",
+    ".option(\"samplingRatio\", \"0.0001\") \\\n",
+    ".load(\"/databricks-datasets/airlines/part-00000\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "source": [
+    "airlinesDF.select(\"Origin\", \"Dest\", \"Distance\" ).show(10)"
+   ],
+   "metadata": {},
+   "outputs": [
+    {
+     "metadata": {},
+     "output_type": "display_data",
+     "data": {
+      "text/html": [
+       "<style scoped>\n  .ansiout {\n    display: block;\n    unicode-bidi: embed;\n    white-space: pre-wrap;\n    word-wrap: break-word;\n    word-break: break-all;\n    font-family: \"Source Code Pro\", \"Menlo\", monospace;;\n    font-size: 13px;\n    color: #555;\n    margin-left: 4px;\n    line-height: 19px;\n  }\n</style>\n<div class=\"ansiout\">+------+----+--------+\nOrigin|Dest|Distance|\n+------+----+--------+\n   SAN| SFO|     447|\n   SAN| SFO|     447|\n   SAN| SFO|     447|\n   SAN| SFO|     447|\n   SAN| SFO|     447|\n   SAN| SFO|     447|\n   SAN| SFO|     447|\n   SAN| SFO|     447|\n   SAN| SFO|     447|\n   SAN| SFO|     447|\n+------+----+--------+\nonly showing top 10 rows\n\n</div>"
+      ]
+     }
+    }
+   ],
+   "execution_count": 5
+  },
+  {
+   "cell_type": "code",
+   "source": [
+    "from pyspark.sql.functions import *\nairlinesDF.select(column(\"Origin\"), col(\"Dest\"), \"Distance\").show(10)"
+   ],
+   "metadata": {},
+   "outputs": [
+    {
+     "metadata": {},
+     "output_type": "display_data",
+     "data": {
+      "text/html": [
+       "<style scoped>\n  .ansiout {\n    display: block;\n    unicode-bidi: embed;\n    white-space: pre-wrap;\n    word-wrap: break-word;\n    word-break: break-all;\n    font-family: \"Source Code Pro\", \"Menlo\", monospace;;\n    font-size: 13px;\n    color: #555;\n    margin-left: 4px;\n    line-height: 19px;\n  }\n</style>\n<div class=\"ansiout\">+------+----+--------+\nOrigin|Dest|Distance|\n+------+----+--------+\n   SAN| SFO|     447|\n   SAN| SFO|     447|\n   SAN| SFO|     447|\n   SAN| SFO|     447|\n   SAN| SFO|     447|\n   SAN| SFO|     447|\n   SAN| SFO|     447|\n   SAN| SFO|     447|\n   SAN| SFO|     447|\n   SAN| SFO|     447|\n+------+----+--------+\nonly showing top 10 rows\n\n</div>"
+      ]
+     }
+    }
+   ],
+   "execution_count": 6
+  },
+  {
+   "cell_type": "code",
+   "source": [
+    "airlinesDF.select(\"Origin\", \"Dest\", \"Distance\", \"Year\",\"Month\",\"DayofMonth\").show(10)"
+   ],
+   "metadata": {},
+   "outputs": [
+    {
+     "metadata": {},
+     "output_type": "display_data",
+     "data": {
+      "text/html": [
+       "<style scoped>\n  .ansiout {\n    display: block;\n    unicode-bidi: embed;\n    white-space: pre-wrap;\n    word-wrap: break-word;\n    word-break: break-all;\n    font-family: \"Source Code Pro\", \"Menlo\", monospace;;\n    font-size: 13px;\n    color: #555;\n    margin-left: 4px;\n    line-height: 19px;\n  }\n</style>\n<div class=\"ansiout\">+------+----+--------+----+-----+----------+\nOrigin|Dest|Distance|Year|Month|DayofMonth|\n+------+----+--------+----+-----+----------+\n   SAN| SFO|     447|1987|   10|        14|\n   SAN| SFO|     447|1987|   10|        15|\n   SAN| SFO|     447|1987|   10|        17|\n   SAN| SFO|     447|1987|   10|        18|\n   SAN| SFO|     447|1987|   10|        19|\n   SAN| SFO|     447|1987|   10|        21|\n   SAN| SFO|     447|1987|   10|        22|\n   SAN| SFO|     447|1987|   10|        23|\n   SAN| SFO|     447|1987|   10|        24|\n   SAN| SFO|     447|1987|   10|        25|\n+------+----+--------+----+-----+----------+\nonly showing top 10 rows\n\n</div>"
+      ]
+     }
+    }
+   ],
+   "execution_count": 7
+  },
+  {
+   "cell_type": "code",
+   "source": [
+    "airlinesDF.selectExpr(\"Origin\", \"Dest\", \"Distance\", \"to_date(concat(Year,Month,DayofMonth),'yyyyMMdd') as FlightDate\").show(10)"
+   ],
+   "metadata": {},
+   "outputs": [
+    {
+     "metadata": {},
+     "output_type": "display_data",
+     "data": {
+      "text/html": [
+       "<style scoped>\n  .ansiout {\n    display: block;\n    unicode-bidi: embed;\n    white-space: pre-wrap;\n    word-wrap: break-word;\n    word-break: break-all;\n    font-family: \"Source Code Pro\", \"Menlo\", monospace;;\n    font-size: 13px;\n    color: #555;\n    margin-left: 4px;\n    line-height: 19px;\n  }\n</style>\n<div class=\"ansiout\">+------+----+--------+----------+\nOrigin|Dest|Distance|FlightDate|\n+------+----+--------+----------+\n   SAN| SFO|     447|1987-10-14|\n   SAN| SFO|     447|1987-10-15|\n   SAN| SFO|     447|1987-10-17|\n   SAN| SFO|     447|1987-10-18|\n   SAN| SFO|     447|1987-10-19|\n   SAN| SFO|     447|1987-10-21|\n   SAN| SFO|     447|1987-10-22|\n   SAN| SFO|     447|1987-10-23|\n   SAN| SFO|     447|1987-10-24|\n   SAN| SFO|     447|1987-10-25|\n+------+----+--------+----------+\nonly showing top 10 rows\n\n</div>"
+      ]
+     }
+    }
+   ],
+   "execution_count": 8
+  },
+  {
+   "cell_type": "code",
+   "source": [
+    "airlinesDF.select(\"Origin\", \"Dest\", \"Distance\", to_date(concat(\"Year\",\"Month\",\"DayofMonth\"),\"yyyyMMdd\").alias(\"FlightDate\")).show(10)"
+   ],
+   "metadata": {},
+   "outputs": [
+    {
+     "metadata": {},
+     "output_type": "display_data",
+     "data": {
+      "text/html": [
+       "<style scoped>\n  .ansiout {\n    display: block;\n    unicode-bidi: embed;\n    white-space: pre-wrap;\n    word-wrap: break-word;\n    word-break: break-all;\n    font-family: \"Source Code Pro\", \"Menlo\", monospace;;\n    font-size: 13px;\n    color: #555;\n    margin-left: 4px;\n    line-height: 19px;\n  }\n</style>\n<div class=\"ansiout\">+------+----+--------+----------+\nOrigin|Dest|Distance|FlightDate|\n+------+----+--------+----------+\n   SAN| SFO|     447|1987-10-14|\n   SAN| SFO|     447|1987-10-15|\n   SAN| SFO|     447|1987-10-17|\n   SAN| SFO|     447|1987-10-18|\n   SAN| SFO|     447|1987-10-19|\n   SAN| SFO|     447|1987-10-21|\n   SAN| SFO|     447|1987-10-22|\n   SAN| SFO|     447|1987-10-23|\n   SAN| SFO|     447|1987-10-24|\n   SAN| SFO|     447|1987-10-25|\n+------+----+--------+----------+\nonly showing top 10 rows\n\n</div>"
+      ]
+     }
+    }
+   ],
+   "execution_count": 9
+  }
+ ],
+ "metadata": {
+  "name": "ColumnsNotebook",
+  "notebookId": 3635560979762597
+ },
+ "nbformat": 4,
+ "nbformat_minor": 0
+}
diff --git a/11-UDFDemo/UDFDemo.py b/11-UDFDemo/UDFDemo.py
index f6fdabb..0ade8c9 100644
--- a/11-UDFDemo/UDFDemo.py
+++ b/11-UDFDemo/UDFDemo.py
@@ -46,3 +46,5 @@ def parse_gender(gender):
 
     survey_df3 = survey_df.withColumn("Gender", expr("parse_gender_udf(Gender)"))
     survey_df3.show(10)
+
+    spark.stop()
\ No newline at end of file
diff --git a/13-AggDemo/AggDemo.py b/13-AggDemo/AggDemo.py
index bbdadc4..3a81d3e 100644
--- a/13-AggDemo/AggDemo.py
+++ b/13-AggDemo/AggDemo.py
@@ -49,3 +49,5 @@
              )
 
     summary_df.show()
+
+    spark.stop()
\ No newline at end of file
diff --git a/14-GroupingDemo/GroupingDemo.py b/14-GroupingDemo/GroupingDemo.py
index 272cdb3..0c8b2b9 100644
--- a/14-GroupingDemo/GroupingDemo.py
+++ b/14-GroupingDemo/GroupingDemo.py
@@ -36,3 +36,5 @@
         .save("output")
 
     exSummary_df.sort("Country", "WeekNumber").show()
+
+    spark.stop()
diff --git a/15-WindowingDemo/WindowingDemo.py b/15-WindowingDemo/WindowingDemo.py
index ba1c1fa..25bad5d 100644
--- a/15-WindowingDemo/WindowingDemo.py
+++ b/15-WindowingDemo/WindowingDemo.py
@@ -14,10 +14,13 @@
 
     summary_df = spark.read.parquet("data/summary.parquet")
 
-    running_total_window = Window.partitionBy("Country") \
-        .orderBy("WeekNumber") \
-        .rowsBetween(-2, Window.currentRow)
+    running_total_window = (Window.partitionBy("Country")
+                            .orderBy("WeekNumber")
+                            # .rowsBetween(Window.unboundedPreceding, Window.currentRow))  # For all previous rows
+                            .rowsBetween(-2, Window.currentRow))  # For 2 rows before current row - 3 week window
 
     summary_df.withColumn("RunningTotal",
                           f.sum("InvoiceValue").over(running_total_window)) \
         .show()
+
+    spark.stop()
diff --git a/16-RankingDemo/RankingDemo.py b/16-RankingDemo/RankingDemo.py
index bdb3fd6..135c52c 100644
--- a/16-RankingDemo/RankingDemo.py
+++ b/16-RankingDemo/RankingDemo.py
@@ -24,3 +24,5 @@
         .where(f.col("Rank") == 1) \
         .sort("Country", "WeekNumber") \
         .show()
+
+    spark.stop()
diff --git a/17-SparkJoinDemo/SparkJoinDemo.py b/17-SparkJoinDemo/SparkJoinDemo.py
index cb8f448..8bb0fb5 100644
--- a/17-SparkJoinDemo/SparkJoinDemo.py
+++ b/17-SparkJoinDemo/SparkJoinDemo.py
@@ -45,3 +45,5 @@
         .drop(product_renamed_df.prod_id) \
         .select("order_id", "prod_id", "prod_name", "unit_price", "list_price", "qty") \
         .show()
+
+    spark.stop()
diff --git a/18-OuterJoinDemo/OuterJoinDemo.py b/18-OuterJoinDemo/OuterJoinDemo.py
index 41f1abe..4c54dd1 100644
--- a/18-OuterJoinDemo/OuterJoinDemo.py
+++ b/18-OuterJoinDemo/OuterJoinDemo.py
@@ -41,10 +41,18 @@
 
     product_renamed_df = product_df.withColumnRenamed("qty", "reorder_qty")
 
+    order_df.join(product_renamed_df, join_expr, "outer") \
+        .drop(product_renamed_df.prod_id) \
+        .select("*") \
+        .sort("order_id") \
+        .show()
+
     order_df.join(product_renamed_df, join_expr, "left") \
         .drop(product_renamed_df.prod_id) \
         .select("order_id", "prod_id", "prod_name", "unit_price", "list_price", "qty") \
         .withColumn("prod_name", expr("coalesce(prod_name, prod_id)")) \
         .withColumn("list_price", expr("coalesce(list_price, unit_price)")) \
         .sort("order_id") \
-        .show()
\ No newline at end of file
+        .show()
+
+    spark.stop()
diff --git a/19-ShuffleJoinDemo/SuffleJoinDemo.py b/19-ShuffleJoinDemo/SuffleJoinDemo.py
index 851c108..982e2cb 100644
--- a/19-ShuffleJoinDemo/SuffleJoinDemo.py
+++ b/19-ShuffleJoinDemo/SuffleJoinDemo.py
@@ -1,4 +1,5 @@
 from pyspark.sql import SparkSession
+from pyspark.sql.functions import broadcast
 
 from lib.logger import Log4j
 
@@ -14,10 +15,19 @@
     flight_time_df1 = spark.read.json("data/d1/")
     flight_time_df2 = spark.read.json("data/d2/")
 
+    # Ensure we get 3 partitions after the shuffle
     spark.conf.set("spark.sql.shuffle.partitions", 3)
 
     join_expr = flight_time_df1.id == flight_time_df2.id
+    # Shuffle Join
     join_df = flight_time_df1.join(flight_time_df2, join_expr, "inner")
 
     join_df.collect()
-    input("press a key to stop...")
\ No newline at end of file
+
+    # Broadcast Join
+    broadcast_df = flight_time_df1.join(broadcast(flight_time_df2), join_expr, "inner")
+
+    broadcast_df.count()
+    input("http://localhost:4040/jobs/ - http://localhost:4040/SQL/: press a key to stop...")
+
+    spark.stop()
diff --git a/20-BucketJoinDemo/BucketJoinDemo.py b/20-BucketJoinDemo/BucketJoinDemo.py
index 678de93..6e2cc53 100644
--- a/20-BucketJoinDemo/BucketJoinDemo.py
+++ b/20-BucketJoinDemo/BucketJoinDemo.py
@@ -15,43 +15,33 @@
     df2 = spark.read.json("data/d2/")
     # df1.show()
     # df2.show()
-    '''
+
     spark.sql("CREATE DATABASE IF NOT EXISTS MY_DB")
     spark.sql("USE MY_DB")
 
-    df1.coalesce(1).write \
-        .bucketBy(3, "id") \
-        .mode("overwrite") \
-        .saveAsTable("MY_DB.flight_data1")
+    if not spark.catalog.tableExists("MY_DB.flight_data1"):
+        logger.info("MY_DB.flight_data1 table does not exist, creating it")
+        df1.coalesce(1).write \
+            .bucketBy(3, "id") \
+            .mode("overwrite") \
+            .saveAsTable("MY_DB.flight_data1")
 
-    df2.coalesce(1).write \
-        .bucketBy(3, "id") \
-        .mode("overwrite") \
-        .saveAsTable("MY_DB.flight_data2")
-    '''
+    if not spark.catalog.tableExists("MY_DB.flight_data2"):
+        logger.info("MY_DB.flight_data2 table does not exist, creating it")
+        df2.coalesce(1).write \
+            .bucketBy(3, "id") \
+            .mode("overwrite") \
+            .saveAsTable("MY_DB.flight_data2")
 
     df3 = spark.read.table("MY_DB.flight_data1")
     df4 = spark.read.table("MY_DB.flight_data2")
 
+    # Disable the broadcast join, we want SortMergeJoin without shuffle
     spark.conf.set("spark.sql.autoBroadcastJoinThreshold", -1)
     join_expr = df3.id == df4.id
     join_df = df3.join(df4, join_expr, "inner")
 
     join_df.collect()
-    input("press a key to stop...")
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+    input("http://localhost:4040/SQL/: press a key to stop...")
 
+    spark.stop()
diff --git a/README.md b/README.md
index 447217b..cdcece2 100644
--- a/README.md
+++ b/README.md
@@ -1,27 +1,17 @@
 # Apache Spark 3 - Spark Programming in Python for Beginners
-This is the central repository for all the materials related to <em>Apache Spark 3 - Spark Programming in Python for Beginners</em> <br>Course by Prashant Pandey.
-<br> You can get the full course at <a href="https://www.udemy.com/course/draft/3184584/?referralCode=77E18B4F800479A263D5"> 
-  Apache Spark Course @ Udemy.
-</a>
+This is the central repository for all the materials related to *Apache Spark 3 - Spark Programming in Python for Beginners*  
+Course by Prashant Pandey.
 
-<div>
-<a href="https://www.udemy.com/course/draft/3184584/?referralCode=77E18B4F800479A263D5">
-<img src="https://www.learningjournal.guru/_resources/img/jpg-5x/spark-beginners-course.jpg" alt="Apache Spark 3 - Spark Programming in Python for Beginners" width="300" align="left"> 
-</a>
+You can get the full course at [Apache Spark Course @ Udemy](https://www.udemy.com/course/draft/3184584/?referralCode=77E18B4F800479A263D5).
 
-<h2> Description </h2>
-<p align="justify">
-  I am creating <em>Apache Spark 3 - Spark Programming in Python for Beginners </em>course to help you understand the Spark programming and apply that knowledge to build data engineering solutions. This course is example-driven and follows a working session like approach. We will be taking a live coding approach and explain all the needed concepts along the way.
-</p>
+![Apache Spark 3 - Spark Programming in Python for Beginners](https://www.learningjournal.guru/_resources/img/jpg-5x/spark-beginners-course.jpg)
 
-<h3>Who should take this Course?</h3>
-<p align="justify">
+## Description
+I am creating *Apache Spark 3 - Spark Programming in Python for Beginners* course to help you understand the Spark programming and apply that knowledge to build data engineering solutions. This course is example-driven and follows a working session like approach. We will be taking a live coding approach and explain all the needed concepts along the way.
+
+### Who should take this Course?
 I designed this course for software engineers willing to develop a Data Engineering pipeline and application using the Apache Spark. I am also creating this course for data architects and data engineers who are responsible for designing and building the organization’s data-centric infrastructure. Another group of people is the managers and architects who do not directly work with Spark implementation. Still, they work with the people who implement Apache Spark at the ground level.
-</p>
 
-<h3>Spark and source code version</h3>
-<p align="justify">
+### Spark and source code version
 This Course is using the Apache Spark 3.x. I have tested all the source code and examples used in this Course on Apache Spark 3.0.0 open-source distribution.
-</p>
 
-</div>
diff --git a/SETUP.md b/SETUP.md
new file mode 100644
index 0000000..3a2422a
--- /dev/null
+++ b/SETUP.md
@@ -0,0 +1,66 @@
+# Setup
+## macOS
+### Homebrew
+Homebrew is a package manager for macOS that makes it easy to install and manage software. Follow these steps to install Homebrew:
+
+1. Open the Terminal.
+2. Paste the following command and press Enter:
+   ```shell
+   /bin/bash -c "$(curl -fsSL https://raw.githubusercontent.com/Homebrew/install/HEAD/install.sh)"
+    ```
+
+### Installing Dependencies
+Install anaconda
+```shell
+brew install --cask anaconda
+```
+
+Install jdk 11
+```shell
+brew install java11
+```
+
+Install Apache Spark
+```shell
+brew install apache-spark
+```
+
+Determine the Spark and Scala version
+```shell
+pyspark # The version will show at the top of the output
+```
+```pyspark
+print(version) # This will print <your-spark-version>
+print(".".join(spark.sparkContext._jvm.scala.util.Properties.versionNumberString().split(".")[:2])) # This will print <your-scala-version>
+exit()
+```
+
+Configuring the Spark Project Application Logs (Log4J) - Be sure to change `<your-scala-version` and `<your-spark-version>` to the versions you found above
+```shell
+cd /opt/homebrew/Cellar/apache-spark/<your-spark-version>/libexec/conf
+cp spark-defaults.conf.template spark-defaults.conf
+echo "spark.driver.extraJavaOptions      -Dlog4j.configuration=file:log4j.properties -Dspark.yarn.app.container.log.dir=app-logs -Dlogfile.name=hello-spark" >> spark-defaults.conf
+echo "spark.jars.packages                org.apache.spark:spark-avro_<your-scala-version>:<your-spark-version>" >> spark-defaults.conf
+```
+
+Add Java and Spark to the PATH (bash_profile or zshrc)
+```shell
+# JDK
+export PATH="/opt/homebrew/opt/openjdk@11/bin:$PATH"
+# Spark
+export SPARK_HOME=/opt/homebrew/Cellar/apache-spark/<your-spark-version>/libexec
+export PATH=$SPARK_HOME/bin:$PATH
+```
+
+If you are using conda, it will use the SPARK_HOME configured here. You will need to **restart PyCharm** in order for the
+environment variables to take effect. Not restarting after setting these will result in things like logs not working as expected.
+
+Set your python interpreter to a conda environment
+1. PyCharm -> Settings... -> Project -> Python Interpreter
+2. Add Interpreter -> Add Local Interpreter...
+3. Select `Conda Environment` on the left panel -> `Create new environment` -> OK
+
+Install pyspark
+1. At the bottom left, there is an icon that looks like a stack of rectangles.
+2. Click on it and search for "pyspark". 
+3. Click on the `install` button, select the same version as `<your-spark-version>` from above and wait for it to finish.