From 51d484ec9d4f615962e3bb0b41c3da477d9ae8b6 Mon Sep 17 00:00:00 2001 From: Garrett Wu Date: Tue, 6 May 2025 00:18:25 +0000 Subject: [PATCH 1/4] feat: publish bigframes blob(Multimodal) to preview --- bigframes/_config/display_options.py | 4 + bigframes/_config/experiment_options.py | 64 +++-- bigframes/dataframe.py | 18 +- bigframes/ml/llm.py | 15 +- bigframes/operations/blob.py | 73 +---- bigframes/operations/strings.py | 8 +- bigframes/session/__init__.py | 16 +- .../experimental/multimodal_dataframe.ipynb | 253 +++++++++--------- samples/snippets/multimodal_test.py | 2 - tests/system/conftest.py | 4 - tests/system/large/blob/test_function.py | 22 -- tests/system/small/blob/test_io.py | 6 - tests/system/small/blob/test_properties.py | 58 ++-- tests/system/small/blob/test_urls.py | 5 - tests/system/small/ml/test_llm.py | 4 - tests/system/small/ml/test_multimodal_llm.py | 5 - .../pandas/core/config_init.py | 6 + 17 files changed, 235 insertions(+), 328 deletions(-) diff --git a/bigframes/_config/display_options.py b/bigframes/_config/display_options.py index 2af07d30a8..dc8ab34f2a 100644 --- a/bigframes/_config/display_options.py +++ b/bigframes/_config/display_options.py @@ -35,6 +35,10 @@ class DisplayOptions: max_info_rows: Optional[int] = 200000 memory_usage: bool = True + blob_display: bool = True + blob_display_width: Optional[int] = None + blob_display_height: Optional[int] = None + @contextlib.contextmanager def pandas_repr(display_options: DisplayOptions): diff --git a/bigframes/_config/experiment_options.py b/bigframes/_config/experiment_options.py index cfbcc04cfd..024de392c0 100644 --- a/bigframes/_config/experiment_options.py +++ b/bigframes/_config/experiment_options.py @@ -15,6 +15,7 @@ from typing import Optional import warnings +import bigframes import bigframes.exceptions as bfe @@ -26,10 +27,6 @@ class ExperimentOptions: def __init__(self): self._semantic_operators: bool = False self._ai_operators: bool = False - self._blob: bool = False - self._blob_display: bool = True - self._blob_display_width: Optional[int] = None - self._blob_display_height: Optional[int] = None @property def semantic_operators(self) -> bool: @@ -60,41 +57,72 @@ def ai_operators(self, value: bool): @property def blob(self) -> bool: - return self._blob + msg = bfe.format_message( + "BigFrames Blob is in preview now. This flag is no longer needed." + ) + warnings.warn(msg, category=bfe.ApiDeprecationWarning) + return True @blob.setter def blob(self, value: bool): - if value is True: - msg = bfe.format_message( - "BigFrames Blob is still under experiments. It may not work and " - "subject to change in the future." - ) - warnings.warn(msg, category=bfe.PreviewWarning) - self._blob = value + msg = bfe.format_message( + "BigFrames Blob is in preview now. This flag is no longer needed." + ) + warnings.warn(msg, category=bfe.ApiDeprecationWarning) @property def blob_display(self) -> bool: """Whether to display the blob content in notebook DataFrame preview. Default True.""" - return self._blob_display + msg = bfe.format_message( + "BigFrames Blob is in preview now. The option has been moved to bigframes.options.display.blob_display." + ) + warnings.warn(msg, category=bfe.ApiDeprecationWarning) + + return bigframes.options.display.blob_display @blob_display.setter def blob_display(self, value: bool): - self._blob_display = value + msg = bfe.format_message( + "BigFrames Blob is in preview now. The option has been moved to bigframes.options.display.blob_display." + ) + warnings.warn(msg, category=bfe.ApiDeprecationWarning) + + bigframes.options.display.blob_display = value @property def blob_display_width(self) -> Optional[int]: """Width in pixels that the blob constrained to.""" - return self._blob_display_width + msg = bfe.format_message( + "BigFrames Blob is in preview now. The option has been moved to bigframes.options.display.blob_display_width." + ) + warnings.warn(msg, category=bfe.ApiDeprecationWarning) + + return bigframes.options.display.blob_display_width @blob_display_width.setter def blob_display_width(self, value: Optional[int]): - self._blob_display_width = value + msg = bfe.format_message( + "BigFrames Blob is in preview now. The option has been moved to bigframes.options.display.blob_display_width." + ) + warnings.warn(msg, category=bfe.ApiDeprecationWarning) + + bigframes.options.display.blob_display_width = value @property def blob_display_height(self) -> Optional[int]: """Height in pixels that the blob constrained to.""" - return self._blob_display_height + msg = bfe.format_message( + "BigFrames Blob is in preview now. The option has been moved to bigframes.options.display.blob_display_height." + ) + warnings.warn(msg, category=bfe.ApiDeprecationWarning) + + return bigframes.options.display.blob_display_height @blob_display_height.setter def blob_display_height(self, value: Optional[int]): - self._blob_display_height = value + msg = bfe.format_message( + "BigFrames Blob is in preview now. The option has been moved to bigframes.options.display.blob_display_height." + ) + warnings.warn(msg, category=bfe.ApiDeprecationWarning) + + bigframes.options.display.blob_display_height = value diff --git a/bigframes/dataframe.py b/bigframes/dataframe.py index 9cb388329e..f512c24d00 100644 --- a/bigframes/dataframe.py +++ b/bigframes/dataframe.py @@ -768,10 +768,7 @@ def _repr_html_(self) -> str: return formatter.repr_query_job(self._compute_dry_run()) df = self.copy() - if ( - bigframes.options.experiments.blob - and bigframes.options.experiments.blob_display - ): + if bigframes.options.display.blob_display: blob_cols = [ col for col in df.columns @@ -794,10 +791,7 @@ def _repr_html_(self) -> str: with display_options.pandas_repr(opts): # Allows to preview images in the DataFrame. The implementation changes the string repr as well, that it doesn't truncate strings or escape html charaters such as "<" and ">". We may need to implement a full-fledged repr module to better support types not in pandas. - if ( - bigframes.options.experiments.blob - and bigframes.options.experiments.blob_display - ): + if bigframes.options.display.blob_display: def obj_ref_rt_to_html(obj_ref_rt) -> str: obj_ref_rt_json = json.loads(obj_ref_rt) @@ -809,12 +803,12 @@ def obj_ref_rt_to_html(obj_ref_rt) -> str: ) if content_type.startswith("image"): size_str = "" - if bigframes.options.experiments.blob_display_width: - size_str = f' width="{bigframes.options.experiments.blob_display_width}"' - if bigframes.options.experiments.blob_display_height: + if bigframes.options.display.blob_display_width: + size_str = f' width="{bigframes.options.display.blob_display_width}"' + if bigframes.options.display.blob_display_height: size_str = ( size_str - + f' height="{bigframes.options.experiments.blob_display_height}"' + + f' height="{bigframes.options.display.blob_display_height}"' ) url = obj_ref_rt_json["access_urls"]["read_url"] return f'' diff --git a/bigframes/ml/llm.py b/bigframes/ml/llm.py index 3aecc34142..9a4c6a7497 100644 --- a/bigframes/ml/llm.py +++ b/bigframes/ml/llm.py @@ -250,7 +250,10 @@ class MultimodalEmbeddingGenerator(base.RetriableRemotePredictor): """Multimodal embedding generator LLM model. .. note:: - BigFrames Blob is still under experiments. It may not work and subject to change in the future. + BigFrames Blob is subject to the "Pre-GA Offerings Terms" in the General Service Terms section of the + Service Specific Terms(https://cloud.google.com/terms/service-terms#1). Pre-GA products and features are available "as is" + and might have limited support. For more information, see the launch stage descriptions + (https://cloud.google.com/products#product-launch-stages). Args: model_name (str, Default to "multimodalembedding@001"): @@ -271,8 +274,6 @@ def __init__( session: Optional[bigframes.Session] = None, connection_name: Optional[str] = None, ): - if not bigframes.options.experiments.blob: - raise NotImplementedError() if model_name is None: model_name = "multimodalembedding@001" msg = exceptions.format_message(_REMOVE_DEFAULT_MODEL_WARNING) @@ -610,7 +611,10 @@ def predict( prompt (Iterable of str or bigframes.series.Series, or None, default None): .. note:: - BigFrames Blob is still under experiments. It may not work and subject to change in the future. + BigFrames Blob is subject to the "Pre-GA Offerings Terms" in the General Service Terms section of the + Service Specific Terms(https://cloud.google.com/terms/service-terms#1). Pre-GA products and features are available "as is" + and might have limited support. For more information, see the launch stage descriptions + (https://cloud.google.com/products#product-launch-stages). Construct a prompt struct column for prediction based on the input. The input must be an Iterable that can take string literals, such as "summarize", string column(s) of X, such as X["str_col"], or blob column(s) of X, such as X["blob_col"]. @@ -646,9 +650,6 @@ def predict( (X,) = utils.batch_convert_to_dataframe(X, session=session) if prompt: - if not bigframes.options.experiments.blob: - raise NotImplementedError() - if self.model_name not in _GEMINI_MULTIMODAL_ENDPOINTS: raise NotImplementedError( f"GeminiTextGenerator only supports model_name {', '.join(_GEMINI_MULTIMODAL_ENDPOINTS)} for Multimodal prompt." diff --git a/bigframes/operations/blob.py b/bigframes/operations/blob.py index 2c6e5fca7f..d211c2b918 100644 --- a/bigframes/operations/blob.py +++ b/bigframes/operations/blob.py @@ -40,21 +40,18 @@ class BlobAccessor(base.SeriesMethods): Blob functions for Series and Index. .. note:: - BigFrames Blob is still under experiments. It may not work and subject to change in the future. + BigFrames Blob is subject to the "Pre-GA Offerings Terms" in the General Service Terms section of the + Service Specific Terms(https://cloud.google.com/terms/service-terms#1). Pre-GA products and features are available "as is" + and might have limited support. For more information, see the launch stage descriptions + (https://cloud.google.com/products#product-launch-stages). """ def __init__(self, *args, **kwargs): - if not bigframes.options.experiments.blob: - raise NotImplementedError() - super().__init__(*args, **kwargs) def uri(self) -> bigframes.series.Series: """URIs of the Blob. - .. note:: - BigFrames Blob is still under experiments. It may not work and subject to change in the future. - Returns: bigframes.series.Series: URIs as string.""" s = bigframes.series.Series(self._block) @@ -64,9 +61,6 @@ def uri(self) -> bigframes.series.Series: def authorizer(self) -> bigframes.series.Series: """Authorizers of the Blob. - .. note:: - BigFrames Blob is still under experiments. It may not work and subject to change in the future. - Returns: bigframes.series.Series: Autorithers(connection) as string.""" s = bigframes.series.Series(self._block) @@ -76,9 +70,6 @@ def authorizer(self) -> bigframes.series.Series: def version(self) -> bigframes.series.Series: """Versions of the Blob. - .. note:: - BigFrames Blob is still under experiments. It may not work and subject to change in the future. - Returns: bigframes.series.Series: Version as string.""" # version must be retrieved after fetching metadata @@ -87,9 +78,6 @@ def version(self) -> bigframes.series.Series: def metadata(self) -> bigframes.series.Series: """Retrieve the metadata of the Blob. - .. note:: - BigFrames Blob is still under experiments. It may not work and subject to change in the future. - Returns: bigframes.series.Series: JSON metadata of the Blob. Contains fields: content_type, md5_hash, size and updated(time).""" details_json = self._apply_unary_op(ops.obj_fetch_metadata_op).struct.field( @@ -102,9 +90,6 @@ def metadata(self) -> bigframes.series.Series: def content_type(self) -> bigframes.series.Series: """Retrieve the content type of the Blob. - .. note:: - BigFrames Blob is still under experiments. It may not work and subject to change in the future. - Returns: bigframes.series.Series: string of the content type.""" return ( @@ -116,9 +101,6 @@ def content_type(self) -> bigframes.series.Series: def md5_hash(self) -> bigframes.series.Series: """Retrieve the md5 hash of the Blob. - .. note:: - BigFrames Blob is still under experiments. It may not work and subject to change in the future. - Returns: bigframes.series.Series: string of the md5 hash.""" return ( @@ -130,9 +112,6 @@ def md5_hash(self) -> bigframes.series.Series: def size(self) -> bigframes.series.Series: """Retrieve the file size of the Blob. - .. note:: - BigFrames Blob is still under experiments. It may not work and subject to change in the future. - Returns: bigframes.series.Series: file size in bytes.""" return ( @@ -145,9 +124,6 @@ def size(self) -> bigframes.series.Series: def updated(self) -> bigframes.series.Series: """Retrieve the updated time of the Blob. - .. note:: - BigFrames Blob is still under experiments. It may not work and subject to change in the future. - Returns: bigframes.series.Series: updated time as UTC datetime.""" import bigframes.pandas as bpd @@ -204,9 +180,6 @@ def _df_apply_udf( def read_url(self) -> bigframes.series.Series: """Retrieve the read URL of the Blob. - .. note:: - BigFrames Blob is still under experiments. It may not work and subject to change in the future. - Returns: bigframes.series.Series: Read only URLs.""" return self._get_runtime(mode="R")._apply_unary_op( @@ -216,9 +189,6 @@ def read_url(self) -> bigframes.series.Series: def write_url(self) -> bigframes.series.Series: """Retrieve the write URL of the Blob. - .. note:: - BigFrames Blob is still under experiments. It may not work and subject to change in the future. - Returns: bigframes.series.Series: Writable URLs.""" return self._get_runtime(mode="RW")._apply_unary_op( @@ -235,17 +205,14 @@ def display( ): """Display the blob content in the IPython Notebook environment. Only works for image type now. - .. note:: - BigFrames Blob is still under experiments. It may not work and subject to change in the future. - Args: n (int, default 3): number of sample blob objects to display. content_type (str, default ""): content type of the blob. If unset, use the blob metadata of the storage. Possible values are "image", "audio" and "video". - width (int or None, default None): width in pixels that the image/video are constrained to. If unset, use the global setting in bigframes.options.experiments.blob_display_width, otherwise image/video's original size or ratio is used. No-op for other content types. - height (int or None, default None): height in pixels that the image/video are constrained to. If unset, use the global setting in bigframes.options.experiments.blob_display_height, otherwise image/video's original size or ratio is used. No-op for other content types. + width (int or None, default None): width in pixels that the image/video are constrained to. If unset, use the global setting in bigframes.options.display.blob_display_width, otherwise image/video's original size or ratio is used. No-op for other content types. + height (int or None, default None): height in pixels that the image/video are constrained to. If unset, use the global setting in bigframes.options.display.blob_display_height, otherwise image/video's original size or ratio is used. No-op for other content types. """ - width = width or bigframes.options.experiments.blob_display_width - height = height or bigframes.options.experiments.blob_display_height + width = width or bigframes.options.display.blob_display_width + height = height or bigframes.options.display.blob_display_height # col name doesn't matter here. Rename to avoid column name conflicts df = bigframes.series.Series(self._block).rename("blob_col").to_frame() @@ -296,10 +263,6 @@ def session(self): def _resolve_connection(self, connection: Optional[str] = None) -> str: """Resovle the BigQuery connection. - .. note:: - BigFrames Blob is still under experiments. It may not work and - subject to change in the future. - Args: connection (str or None, default None): BQ connection used for function internet transactions, and the output blob if "dst" is @@ -324,10 +287,6 @@ def get_runtime_json_str( ) -> bigframes.series.Series: """Get the runtime (contains signed URL to access gcs data) and apply the ToJSONSTring transformation. - .. note:: - BigFrames Blob is still under experiments. It may not work and - subject to change in the future. - Args: mode(str or str, default "R"): the mode for accessing the runtime. Default to "R". Possible values are "R" (read-only) and @@ -353,9 +312,6 @@ def image_blur( ) -> bigframes.series.Series: """Blurs images. - .. note:: - BigFrames Blob is still under experiments. It may not work and subject to change in the future. - Args: ksize (tuple(int, int)): Kernel size. dst (str or bigframes.series.Series or None, default None): Output destination. Can be one of: @@ -438,9 +394,6 @@ def image_resize( ): """Resize images. - .. note:: - BigFrames Blob is still under experiments. It may not work and subject to change in the future. - Args: dsize (tuple(int, int), default (0, 0)): Destination size. If set to 0, fx and fy parameters determine the size. fx (float, default 0.0): scale factor along the horizontal axis. If set to 0.0, dsize parameter determines the output size. @@ -534,9 +487,6 @@ def image_normalize( ) -> bigframes.series.Series: """Normalize images. - .. note:: - BigFrames Blob is still under experiments. It may not work and subject to change in the future. - Args: alpha (float, default 1.0): Norm value to normalize to or the lower range boundary in case of the range normalization. beta (float, default 0.0): Upper range boundary in case of the range normalization; it is not used for the norm normalization. @@ -622,10 +572,6 @@ def pdf_extract( ) -> bigframes.series.Series: """Extracts text from PDF URLs and saves the text as string. - .. note:: - BigFrames Blob is still under experiments. It may not work and - subject to change in the future. - Args: connection (str or None, default None): BQ connection used for function internet transactions, and the output blob if "dst" @@ -688,9 +634,6 @@ def pdf_chunk( """Extracts and chunks text from PDF URLs and saves the text as arrays of strings. - .. note:: - BigFrames Blob is still under experiments. It may not work and subject to change in the future. - Args: connection (str or None, default None): BQ connection used for function internet transactions, and the output blob if "dst" diff --git a/bigframes/operations/strings.py b/bigframes/operations/strings.py index 784af8418d..529dd87797 100644 --- a/bigframes/operations/strings.py +++ b/bigframes/operations/strings.py @@ -288,7 +288,10 @@ def to_blob(self, connection: Optional[str] = None) -> series.Series: """Create a BigFrames Blob series from a series of URIs. .. note:: - BigFrames Blob is still under experiments. It may not work and subject to change in the future. + BigFrames Blob is subject to the "Pre-GA Offerings Terms" in the General Service Terms section of the + Service Specific Terms(https://cloud.google.com/terms/service-terms#1). Pre-GA products and features are available "as is" + and might have limited support. For more information, see the launch stage descriptions + (https://cloud.google.com/products#product-launch-stages). Args: @@ -301,9 +304,6 @@ def to_blob(self, connection: Optional[str] = None) -> series.Series: bigframes.series.Series: Blob Series. """ - if not bigframes.options.experiments.blob: - raise NotImplementedError() - session = self._block.session connection = session._create_bq_connection(connection=connection) return self._apply_binary_op(connection, ops.obj_make_ref_op) diff --git a/bigframes/session/__init__.py b/bigframes/session/__init__.py index 998e6e57bc..1081270c76 100644 --- a/bigframes/session/__init__.py +++ b/bigframes/session/__init__.py @@ -1905,7 +1905,10 @@ def from_glob_path( If you have an existing BQ Object Table, use read_gbq_object_table(). .. note:: - BigFrames Blob is still under experiments. It may not work and subject to change in the future. + BigFrames Blob is subject to the "Pre-GA Offerings Terms" in the General Service Terms section of the + Service Specific Terms(https://cloud.google.com/terms/service-terms#1). Pre-GA products and features are available "as is" + and might have limited support. For more information, see the launch stage descriptions + (https://cloud.google.com/products#product-launch-stages). Args: path (str): @@ -1920,9 +1923,6 @@ def from_glob_path( bigframes.pandas.DataFrame: Result BigFrames DataFrame. """ - if not bigframes.options.experiments.blob: - raise NotImplementedError() - # TODO(garrettwu): switch to pseudocolumn when b/374988109 is done. connection = self._create_bq_connection(connection=connection) @@ -1966,7 +1966,10 @@ def read_gbq_object_table( This function dosen't retrieve the object table data. If you want to read the data, use read_gbq() instead. .. note:: - BigFrames Blob is still under experiments. It may not work and subject to change in the future. + BigFrames Blob is subject to the "Pre-GA Offerings Terms" in the General Service Terms section of the + Service Specific Terms(https://cloud.google.com/terms/service-terms#1). Pre-GA products and features are available "as is" + and might have limited support. For more information, see the launch stage descriptions + (https://cloud.google.com/products#product-launch-stages). Args: object_table (str): name of the object table of form ... @@ -1976,9 +1979,6 @@ def read_gbq_object_table( bigframes.pandas.DataFrame: Result BigFrames DataFrame. """ - if not bigframes.options.experiments.blob: - raise NotImplementedError() - # TODO(garrettwu): switch to pseudocolumn when b/374988109 is done. table = self.bqclient.get_table(object_table) connection = table._properties["externalDataConfiguration"]["connectionId"] diff --git a/notebooks/experimental/multimodal_dataframe.ipynb b/notebooks/experimental/multimodal_dataframe.ipynb index 9c76654a53..4a0cd57a45 100644 --- a/notebooks/experimental/multimodal_dataframe.ipynb +++ b/notebooks/experimental/multimodal_dataframe.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": null, + "execution_count": 1, "metadata": {}, "outputs": [], "source": [ @@ -74,7 +74,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 2, "metadata": { "colab": { "base_uri": "https://localhost:8080/" @@ -82,17 +82,7 @@ "id": "bGyhLnfEeB0X", "outputId": "83ac8b64-3f44-4d43-d089-28a5026cbb42" }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/usr/local/google/home/garrettwu/src/bigframes/bigframes/_config/experiment_options.py:68: PreviewWarning: BigFrames Blob is still under experiments. It may not work and subject\n", - "to change in the future.\n", - " warnings.warn(msg, category=bfe.PreviewWarning)\n" - ] - } - ], + "outputs": [], "source": [ "PROJECT = \"bigframes-dev\" # replace with your project, project needs to be allowlisted go/bq-multimodal-allowlist (internal)\n", "# User must have https://cloud.google.com/bigquery/docs/use-bigquery-dataframes#permissions to use bigframes, BQ connection admin/user to create/use connections, BQ ObjRef permissions for ObjectRef and BQ routines permissions for using transform functions.\n", @@ -101,9 +91,9 @@ "import bigframes\n", "# Setup project\n", "bigframes.options.bigquery.project = PROJECT\n", - "# Flag to enable the feature\n", - "bigframes.options.experiments.blob = True\n", "\n", + "# Display options\n", + "bigframes.options.display.blob_display_width = 300\n", "bigframes.options.display.progress_bar = None\n", "\n", "import bigframes.pandas as bpd" @@ -121,7 +111,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 3, "metadata": { "colab": { "base_uri": "https://localhost:8080/" @@ -154,7 +144,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 4, "metadata": { "colab": { "base_uri": "https://localhost:8080/", @@ -191,23 +181,23 @@ " \n", " \n", " 0\n", - " \n", + " \n", " \n", " \n", " 1\n", - " \n", + " \n", " \n", " \n", " 2\n", - " \n", + " \n", " \n", " \n", " 3\n", - " \n", + " \n", " \n", " \n", " 4\n", - " \n", + " \n", " \n", " \n", "\n", @@ -225,7 +215,7 @@ "[5 rows x 1 columns]" ] }, - "execution_count": 3, + "execution_count": 4, "metadata": {}, "output_type": "execute_result" } @@ -256,7 +246,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 5, "metadata": { "id": "YYYVn7NDH0Me" }, @@ -292,43 +282,43 @@ " \n", " \n", " 0\n", - " \n", + " \n", " alice\n", " image/png\n", - " 1489405\n", - " 2025-03-20 17:44:58+00:00\n", + " 1591240\n", + " 2025-03-20 17:45:04+00:00\n", " \n", " \n", " 1\n", - " \n", + " \n", " bob\n", " image/png\n", - " 1538007\n", - " 2025-03-20 17:44:56+00:00\n", + " 1182951\n", + " 2025-03-20 17:45:02+00:00\n", " \n", " \n", " 2\n", - " \n", + " \n", " bob\n", " image/png\n", - " 1237551\n", - " 2025-03-20 17:45:14+00:00\n", + " 1520884\n", + " 2025-03-20 17:44:55+00:00\n", " \n", " \n", " 3\n", - " \n", + " \n", " alice\n", " image/png\n", - " 1040455\n", - " 2025-03-20 17:44:45+00:00\n", + " 1235401\n", + " 2025-03-20 17:45:19+00:00\n", " \n", " \n", " 4\n", - " \n", + " \n", " bob\n", " image/png\n", - " 1517938\n", - " 2025-03-20 17:45:05+00:00\n", + " 1591923\n", + " 2025-03-20 17:44:47+00:00\n", " \n", " \n", "\n", @@ -344,16 +334,16 @@ "4 {'uri': 'gs://cloud-samples-data/bigquery/tuto... bob image/png \n", "\n", " size updated \n", - "0 1489405 2025-03-20 17:44:58+00:00 \n", - "1 1538007 2025-03-20 17:44:56+00:00 \n", - "2 1237551 2025-03-20 17:45:14+00:00 \n", - "3 1040455 2025-03-20 17:44:45+00:00 \n", - "4 1517938 2025-03-20 17:45:05+00:00 \n", + "0 1591240 2025-03-20 17:45:04+00:00 \n", + "1 1182951 2025-03-20 17:45:02+00:00 \n", + "2 1520884 2025-03-20 17:44:55+00:00 \n", + "3 1235401 2025-03-20 17:45:19+00:00 \n", + "4 1591923 2025-03-20 17:44:47+00:00 \n", "\n", "[5 rows x 5 columns]" ] }, - "execution_count": 4, + "execution_count": 5, "metadata": {}, "output_type": "execute_result" } @@ -378,7 +368,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 6, "metadata": { "colab": { "base_uri": "https://localhost:8080/", @@ -391,7 +381,7 @@ { "data": { "text/html": [ - "" + "" ], "text/plain": [ "" @@ -403,7 +393,7 @@ { "data": { "text/html": [ - "" + "" ], "text/plain": [ "" @@ -430,7 +420,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 7, "metadata": { "colab": { "base_uri": "https://localhost:8080/" @@ -469,7 +459,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 8, "metadata": { "colab": { "base_uri": "https://localhost:8080/" @@ -494,7 +484,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 9, "metadata": { "colab": { "base_uri": "https://localhost:8080/", @@ -539,63 +529,63 @@ " \n", " \n", " 0\n", - " \n", + " \n", " alice\n", " image/png\n", - " 1489405\n", - " 2025-03-20 17:44:58+00:00\n", - " \n", - " \n", - " \n", - " \n", + " 1591240\n", + " 2025-03-20 17:45:04+00:00\n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " 1\n", - " \n", + " \n", " bob\n", " image/png\n", - " 1538007\n", - " 2025-03-20 17:44:56+00:00\n", - " \n", - " \n", - " \n", - " \n", + " 1182951\n", + " 2025-03-20 17:45:02+00:00\n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " 2\n", - " \n", + " \n", " bob\n", " image/png\n", - " 1237551\n", - " 2025-03-20 17:45:14+00:00\n", - " \n", - " \n", - " \n", - " \n", + " 1520884\n", + " 2025-03-20 17:44:55+00:00\n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " 3\n", - " \n", + " \n", " alice\n", " image/png\n", - " 1040455\n", - " 2025-03-20 17:44:45+00:00\n", - " \n", - " \n", - " \n", - " \n", + " 1235401\n", + " 2025-03-20 17:45:19+00:00\n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " 4\n", - " \n", + " \n", " bob\n", " image/png\n", - " 1517938\n", - " 2025-03-20 17:45:05+00:00\n", - " \n", - " \n", - " \n", - " \n", + " 1591923\n", + " 2025-03-20 17:44:47+00:00\n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", "\n", @@ -611,11 +601,11 @@ "4 {'uri': 'gs://cloud-samples-data/bigquery/tuto... bob image/png \n", "\n", " size updated \\\n", - "0 1489405 2025-03-20 17:44:58+00:00 \n", - "1 1538007 2025-03-20 17:44:56+00:00 \n", - "2 1237551 2025-03-20 17:45:14+00:00 \n", - "3 1040455 2025-03-20 17:44:45+00:00 \n", - "4 1517938 2025-03-20 17:45:05+00:00 \n", + "0 1591240 2025-03-20 17:45:04+00:00 \n", + "1 1182951 2025-03-20 17:45:02+00:00 \n", + "2 1520884 2025-03-20 17:44:55+00:00 \n", + "3 1235401 2025-03-20 17:45:19+00:00 \n", + "4 1591923 2025-03-20 17:44:47+00:00 \n", "\n", " blurred \\\n", "0 {'uri': 'gs://bigframes_blob_test/image_blur_t... \n", @@ -648,7 +638,7 @@ "[5 rows x 9 columns]" ] }, - "execution_count": 8, + "execution_count": 9, "metadata": {}, "output_type": "execute_result" } @@ -668,7 +658,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 10, "metadata": { "id": "mRUGfcaFVW-3" }, @@ -680,7 +670,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 11, "metadata": { "colab": { "base_uri": "https://localhost:8080/", @@ -694,7 +684,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "/usr/local/google/home/garrettwu/src/bigframes/bigframes/core/array_value.py:107: PreviewWarning: JSON column interpretation as a custom PyArrow extention in\n", + "/usr/local/google/home/garrettwu/src/bigframes/bigframes/core/array_value.py:109: PreviewWarning: JSON column interpretation as a custom PyArrow extention in\n", "`db_dtypes` is a preview feature and subject to change.\n", " warnings.warn(msg, bfe.PreviewWarning)\n" ] @@ -727,13 +717,13 @@ " \n", " \n", " 0\n", - " That's a bag of **rabbit food** from the brand **Fluffy Buns**. The specific product is labeled as \"Ranbhow's trood.flee!\" (which appears to be a playful brand name).\n", - " \n", + " That's a tin of **K9Guard Dog Paw Balm**.\n", + " \n", " \n", " \n", " 1\n", - " That's hay. More specifically, it looks like a type of grass hay, often used as feed for small animals like rabbits, guinea pigs, and chinchillas.\n", - " \n", + " That's a bottle of **K9 Guard Dog Hot Spot Spray**. It's a pet product designed to soothe and protect dogs' hot spots (irritated areas of skin).\n", + " \n", " \n", " \n", "\n", @@ -742,8 +732,9 @@ ], "text/plain": [ " ml_generate_text_llm_result \\\n", - "0 That's a bag of **rabbit food** from the brand... \n", - "1 That's hay. More specifically, it looks like ... \n", + "0 That's a tin of **K9Guard Dog Paw Balm**.\n", + " \n", + "1 That's a bottle of **K9 Guard Dog Hot Spot Spr... \n", "\n", " image \n", "0 {'uri': 'gs://cloud-samples-data/bigquery/tuto... \n", @@ -752,7 +743,7 @@ "[2 rows x 2 columns]" ] }, - "execution_count": 10, + "execution_count": 11, "metadata": {}, "output_type": "execute_result" } @@ -766,7 +757,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 12, "metadata": { "id": "IG3J3HsKhyBY" }, @@ -778,7 +769,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 13, "metadata": { "colab": { "base_uri": "https://localhost:8080/", @@ -792,7 +783,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "/usr/local/google/home/garrettwu/src/bigframes/bigframes/core/array_value.py:107: PreviewWarning: JSON column interpretation as a custom PyArrow extention in\n", + "/usr/local/google/home/garrettwu/src/bigframes/bigframes/core/array_value.py:109: PreviewWarning: JSON column interpretation as a custom PyArrow extention in\n", "`db_dtypes` is a preview feature and subject to change.\n", " warnings.warn(msg, bfe.PreviewWarning)\n" ] @@ -825,13 +816,13 @@ " \n", " \n", " 0\n", - " That's a bag of **Fluffy Buns Rabbit Food**. It's a blend of various ingredients designed as food for rabbits.\n", - " \n", + " That's a tin of **K9Guard Dog Paw Balm**. It's a balm designed to protect and care for a dog's paws.\n", + " \n", " \n", " \n", " 1\n", - " The picture is primarily light green. There are some slightly darker green and yellowish-green shades mixed in, but the overall color is light green.\n", - " \n", + " The background of the picture is light gray. The bottle is predominantly white with teal/light blue accents on the spray nozzle and text. There is a small image of an aloe vera plant on the label.\n", + " \n", " \n", " \n", "\n", @@ -840,8 +831,8 @@ ], "text/plain": [ " ml_generate_text_llm_result \\\n", - "0 That's a bag of **Fluffy Buns Rabbit Food**. ... \n", - "1 The picture is primarily light green. There a... \n", + "0 That's a tin of **K9Guard Dog Paw Balm**. It'... \n", + "1 The background of the picture is light gray. ... \n", "\n", " image \n", "0 {'uri': 'gs://cloud-samples-data/bigquery/tuto... \n", @@ -850,7 +841,7 @@ "[2 rows x 2 columns]" ] }, - "execution_count": 12, + "execution_count": 13, "metadata": {}, "output_type": "execute_result" } @@ -862,7 +853,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 14, "metadata": { "colab": { "base_uri": "https://localhost:8080/", @@ -876,7 +867,11 @@ "name": "stderr", "output_type": "stream", "text": [ - "/usr/local/google/home/garrettwu/src/bigframes/bigframes/core/array_value.py:107: PreviewWarning: JSON column interpretation as a custom PyArrow extention in\n", + "/usr/local/google/home/garrettwu/src/bigframes/bigframes/core/log_adapter.py:164: FutureWarning: Since upgrading the default model can cause unintended breakages, the\n", + "default model will be removed in BigFrames 3.0. Please supply an\n", + "explicit model to avoid this message.\n", + " return method(self, *args, **kwargs)\n", + "/usr/local/google/home/garrettwu/src/bigframes/bigframes/core/array_value.py:109: PreviewWarning: JSON column interpretation as a custom PyArrow extention in\n", "`db_dtypes` is a preview feature and subject to change.\n", " warnings.warn(msg, bfe.PreviewWarning)\n" ] @@ -912,21 +907,21 @@ " \n", " \n", " 0\n", - " [ 0.01182145 0.01575819 0.06243018 ... 0.00010706 -0.03063935\n", - " -0.05756916]\n", + " [ 0.00638822 0.01666385 0.00451817 ... -0.02684802 -0.00475593\n", + " -0.01989058]\n", " \n", " \n", " \n", - " {\"access_urls\":{\"expiry_time\":\"2025-04-09T02:36:17Z\",\"read_url\":\"https://storage.googleapis.com/cloud-samples-data/bigquery%2Ftutorials%2Fcymbal-pets%2Fimages%2Ffluffy-buns-rabbit-food.png?X-Goog-Algorithm=GOOG4-RSA-SHA256&X-Goog-Credential=bqcx-1084210331973-pcbl%40gcp-sa-bigquery-condel.iam.gserviceaccount.com%2F20250408%2Fauto%2Fstorage%2Fgoog4_request&X-Goog-Date=20250408T203617Z&X-Goog-Expires=21600&X-Goog-SignedHeaders=host&generation=1742492698095241&X-Goog-Signature=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\",\"write_url\":\"\"},\"objectref\":{\"authorizer\":\"bigframes-dev.us.bigframes-default-connection\",\"details\":{\"gcs_metadata\":{\"content_type\":\"image/png\",\"md5_hash\":\"4c01d79182ea7580183a2168076e16b8\",\"size\":1489405,\"updated\":1742492698000000}},\"uri\":\"gs://cloud-samples-data/bigquery/tutorials/cymbal-pets/images/fluffy-buns-rabbit-food.png\",\"version\":\"1742492698095241\"}}\n", + " {\"access_urls\":{\"expiry_time\":\"2025-05-06T06:14:15Z\",\"read_url\":\"https://storage.googleapis.com/cloud-samples-data/bigquery%2Ftutorials%2Fcymbal-pets%2Fimages%2Fk9-guard-dog-paw-balm.png?X-Goog-Algorithm=GOOG4-RSA-SHA256&X-Goog-Credential=bqcx-1084210331973-pcbl%40gcp-sa-bigquery-condel.iam.gserviceaccount.com%2F20250506%2Fauto%2Fstorage%2Fgoog4_request&X-Goog-Date=20250506T001415Z&X-Goog-Expires=21600&X-Goog-SignedHeaders=host&generation=1742492703986347&X-Goog-Signature=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\",\"write_url\":\"\"},\"objectref\":{\"authorizer\":\"bigframes-dev.us.bigframes-default-connection\",\"details\":{\"gcs_metadata\":{\"content_type\":\"image/png\",\"md5_hash\":\"c46ac29292d8ba244101dcada3ea86d5\",\"size\":1591240,\"updated\":1742492704000000}},\"uri\":\"gs://cloud-samples-data/bigquery/tutorials/cymbal-pets/images/k9-guard-dog-paw-balm.png\",\"version\":\"1742492703986347\"}}\n", " \n", " \n", " 1\n", - " [ 0.02554693 0.01508185 0.04101892 ... -0.02417112 -0.01356636\n", - " -0.01999673]\n", + " [ 0.00973672 0.02148364 0.00244308 ... 0.00462242 0.0131027\n", + " -0.00038765]\n", " \n", " \n", " \n", - " {\"access_urls\":{\"expiry_time\":\"2025-04-09T02:36:17Z\",\"read_url\":\"https://storage.googleapis.com/cloud-samples-data/bigquery%2Ftutorials%2Fcymbal-pets%2Fimages%2Ffluffy-buns-guinea-pig-hay.png?X-Goog-Algorithm=GOOG4-RSA-SHA256&X-Goog-Credential=bqcx-1084210331973-pcbl%40gcp-sa-bigquery-condel.iam.gserviceaccount.com%2F20250408%2Fauto%2Fstorage%2Fgoog4_request&X-Goog-Date=20250408T203617Z&X-Goog-Expires=21600&X-Goog-SignedHeaders=host&generation=1742492696656039&X-Goog-Signature=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\",\"write_url\":\"\"},\"objectref\":{\"authorizer\":\"bigframes-dev.us.bigframes-default-connection\",\"details\":{\"gcs_metadata\":{\"content_type\":\"image/png\",\"md5_hash\":\"0888367a63729f5a42f4a041596f635d\",\"size\":1538007,\"updated\":1742492696000000}},\"uri\":\"gs://cloud-samples-data/bigquery/tutorials/cymbal-pets/images/fluffy-buns-guinea-pig-hay.png\",\"version\":\"1742492696656039\"}}\n", + " {\"access_urls\":{\"expiry_time\":\"2025-05-06T06:14:15Z\",\"read_url\":\"https://storage.googleapis.com/cloud-samples-data/bigquery%2Ftutorials%2Fcymbal-pets%2Fimages%2Fk9-guard-dog-hot-spot-spray.png?X-Goog-Algorithm=GOOG4-RSA-SHA256&X-Goog-Credential=bqcx-1084210331973-pcbl%40gcp-sa-bigquery-condel.iam.gserviceaccount.com%2F20250506%2Fauto%2Fstorage%2Fgoog4_request&X-Goog-Date=20250506T001415Z&X-Goog-Expires=21600&X-Goog-SignedHeaders=host&generation=1742492702954473&X-Goog-Signature=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\",\"write_url\":\"\"},\"objectref\":{\"authorizer\":\"bigframes-dev.us.bigframes-default-connection\",\"details\":{\"gcs_metadata\":{\"content_type\":\"image/png\",\"md5_hash\":\"ae802a64dfaeaf556609429fcbe02542\",\"size\":1182951,\"updated\":1742492702000000}},\"uri\":\"gs://cloud-samples-data/bigquery/tutorials/cymbal-pets/images/k9-guard-dog-hot-spot-spray.png\",\"version\":\"1742492702954473\"}}\n", " \n", " \n", "\n", @@ -935,8 +930,8 @@ ], "text/plain": [ " ml_generate_embedding_result \\\n", - "0 [ 0.01182145 0.01575819 0.06243018 ... 0.00... \n", - "1 [ 0.02554693 0.01508185 0.04101892 ... -0.02... \n", + "0 [ 0.00638822 0.01666385 0.00451817 ... -0.02... \n", + "1 [ 0.00973672 0.02148364 0.00244308 ... 0.00... \n", "\n", " ml_generate_embedding_status ml_generate_embedding_start_sec \\\n", "0 \n", @@ -947,13 +942,13 @@ "1 \n", "\n", " content \n", - "0 {\"access_urls\":{\"expiry_time\":\"2025-04-09T02:3... \n", - "1 {\"access_urls\":{\"expiry_time\":\"2025-04-09T02:3... \n", + "0 {\"access_urls\":{\"expiry_time\":\"2025-05-06T06:1... \n", + "1 {\"access_urls\":{\"expiry_time\":\"2025-05-06T06:1... \n", "\n", "[2 rows x 5 columns]" ] }, - "execution_count": 13, + "execution_count": 14, "metadata": {}, "output_type": "execute_result" } @@ -976,7 +971,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 15, "metadata": { "id": "oDDuYtUm5Yiy" }, @@ -987,7 +982,7 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 16, "metadata": { "colab": { "base_uri": "https://localhost:8080/" @@ -1011,7 +1006,7 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 17, "metadata": { "id": "kaPvJATN7zlw" }, @@ -1034,7 +1029,7 @@ "Name: chunked, dtype: string" ] }, - "execution_count": 16, + "execution_count": 17, "metadata": {}, "output_type": "execute_result" } diff --git a/samples/snippets/multimodal_test.py b/samples/snippets/multimodal_test.py index dc326b266e..fc3d60e12e 100644 --- a/samples/snippets/multimodal_test.py +++ b/samples/snippets/multimodal_test.py @@ -19,8 +19,6 @@ def test_multimodal_dataframe(gcs_dst_bucket: str) -> None: # [START bigquery_dataframes_multimodal_dataframe_create] import bigframes - # Flag to enable the feature - bigframes.options.experiments.blob = True # Flags to control preview image/video preview size bigframes.options.experiments.blob_display_width = 300 diff --git a/tests/system/conftest.py b/tests/system/conftest.py index 19f2a79b65..458e8e0ad2 100644 --- a/tests/system/conftest.py +++ b/tests/system/conftest.py @@ -1500,8 +1500,6 @@ def images_uris() -> list[str]: def images_mm_df( images_uris, test_session: bigframes.Session, bq_connection: str ) -> bpd.DataFrame: - bigframes.options.experiments.blob = True - blob_series = bpd.Series(images_uris, session=test_session).str.to_blob( connection=bq_connection ) @@ -1526,8 +1524,6 @@ def pdf_gcs_path() -> str: def pdf_mm_df( pdf_gcs_path, test_session: bigframes.Session, bq_connection: str ) -> bpd.DataFrame: - bigframes.options.experiments.blob = True - return test_session.from_glob_path( pdf_gcs_path, name="pdf", connection=bq_connection ) diff --git a/tests/system/large/blob/test_function.py b/tests/system/large/blob/test_function.py index a2c3f2b85f..5913df8add 100644 --- a/tests/system/large/blob/test_function.py +++ b/tests/system/large/blob/test_function.py @@ -57,8 +57,6 @@ def test_blob_image_blur_to_series( images_output_uris: list[str], test_session: bigframes.Session, ): - bigframes.options.experiments.blob = True - series = bpd.Series(images_output_uris, session=test_session).str.to_blob( connection=bq_connection ) @@ -91,8 +89,6 @@ def test_blob_image_blur_to_folder( images_output_folder: str, images_output_uris: list[str], ): - bigframes.options.experiments.blob = True - actual = images_mm_df["blob_col"].blob.image_blur( (8, 8), dst=images_output_folder, connection=bq_connection ) @@ -116,8 +112,6 @@ def test_blob_image_blur_to_folder( def test_blob_image_blur_to_bq(images_mm_df: bpd.DataFrame, bq_connection: str): - bigframes.options.experiments.blob = True - actual = images_mm_df["blob_col"].blob.image_blur((8, 8), connection=bq_connection) assert isinstance(actual, bpd.Series) @@ -131,8 +125,6 @@ def test_blob_image_resize_to_series( images_output_uris: list[str], test_session: bigframes.Session, ): - bigframes.options.experiments.blob = True - series = bpd.Series(images_output_uris, session=test_session).str.to_blob( connection=bq_connection ) @@ -165,8 +157,6 @@ def test_blob_image_resize_to_folder( images_output_folder: str, images_output_uris: list[str], ): - bigframes.options.experiments.blob = True - actual = images_mm_df["blob_col"].blob.image_resize( (200, 300), dst=images_output_folder, connection=bq_connection ) @@ -190,8 +180,6 @@ def test_blob_image_resize_to_folder( def test_blob_image_resize_to_bq(images_mm_df: bpd.DataFrame, bq_connection: str): - bigframes.options.experiments.blob = True - actual = images_mm_df["blob_col"].blob.image_resize( (200, 300), connection=bq_connection ) @@ -207,8 +195,6 @@ def test_blob_image_normalize_to_series( images_output_uris: list[str], test_session: bigframes.Session, ): - bigframes.options.experiments.blob = True - series = bpd.Series(images_output_uris, session=test_session).str.to_blob( connection=bq_connection ) @@ -241,8 +227,6 @@ def test_blob_image_normalize_to_folder( images_output_folder: str, images_output_uris: list[str], ): - bigframes.options.experiments.blob = True - actual = images_mm_df["blob_col"].blob.image_normalize( alpha=50.0, beta=150.0, @@ -270,8 +254,6 @@ def test_blob_image_normalize_to_folder( def test_blob_image_normalize_to_bq(images_mm_df: bpd.DataFrame, bq_connection: str): - bigframes.options.experiments.blob = True - actual = images_mm_df["blob_col"].blob.image_normalize( alpha=50.0, beta=150.0, norm_type="minmax", connection=bq_connection ) @@ -314,8 +296,6 @@ def test_blob_pdf_extract( bq_connection: str, expected: pd.Series, ): - bigframes.options.experiments.blob = True - actual = ( pdf_mm_df["pdf"] .blob.pdf_extract(connection=bq_connection, verbose=verbose) @@ -366,8 +346,6 @@ def test_blob_pdf_extract( def test_blob_pdf_chunk( pdf_mm_df: bpd.DataFrame, verbose: bool, bq_connection: str, expected: pd.Series ): - bigframes.options.experiments.blob = True - actual = ( pdf_mm_df["pdf"] .blob.pdf_chunk( diff --git a/tests/system/small/blob/test_io.py b/tests/system/small/blob/test_io.py index c496e5d631..806dad71dc 100644 --- a/tests/system/small/blob/test_io.py +++ b/tests/system/small/blob/test_io.py @@ -21,8 +21,6 @@ def test_blob_create_from_uri_str( bq_connection: str, test_session: bigframes.Session, images_uris ): - bigframes.options.experiments.blob = True - uri_series = bpd.Series(images_uris, session=test_session) blob_series = uri_series.str.to_blob(connection=bq_connection) @@ -44,8 +42,6 @@ def test_blob_create_from_uri_str( def test_blob_create_from_glob_path( bq_connection: str, test_session: bigframes.Session, images_gcs_path, images_uris ): - bigframes.options.experiments.blob = True - blob_df = test_session.from_glob_path( images_gcs_path, connection=bq_connection, name="blob_col" ) @@ -74,8 +70,6 @@ def test_blob_create_from_glob_path( def test_blob_create_read_gbq_object_table( bq_connection: str, test_session: bigframes.Session, images_gcs_path, images_uris ): - bigframes.options.experiments.blob = True - obj_table = test_session._create_object_table(images_gcs_path, bq_connection) blob_df = test_session.read_gbq_object_table(obj_table, name="blob_col") diff --git a/tests/system/small/blob/test_properties.py b/tests/system/small/blob/test_properties.py index 767dbe37b7..f6a0c87f24 100644 --- a/tests/system/small/blob/test_properties.py +++ b/tests/system/small/blob/test_properties.py @@ -14,14 +14,11 @@ import pandas as pd -import bigframes import bigframes.dtypes as dtypes import bigframes.pandas as bpd def test_blob_uri(images_uris: list[str], images_mm_df: bpd.DataFrame): - bigframes.options.experiments.blob = True - actual = images_mm_df["blob_col"].blob.uri().to_pandas() expected = pd.Series(images_uris, name="uri") @@ -31,8 +28,6 @@ def test_blob_uri(images_uris: list[str], images_mm_df: bpd.DataFrame): def test_blob_authorizer(images_mm_df: bpd.DataFrame, bq_connection: str): - bigframes.options.experiments.blob = True - actual = images_mm_df["blob_col"].blob.authorizer().to_pandas() expected = pd.Series( [bq_connection.casefold(), bq_connection.casefold()], name="authorizer" @@ -44,8 +39,6 @@ def test_blob_authorizer(images_mm_df: bpd.DataFrame, bq_connection: str): def test_blob_version(images_mm_df: bpd.DataFrame): - bigframes.options.experiments.blob = True - actual = images_mm_df["blob_col"].blob.version().to_pandas() expected = pd.Series(["1739574332294150", "1739574332271343"], name="version") @@ -55,33 +48,30 @@ def test_blob_version(images_mm_df: bpd.DataFrame): def test_blob_metadata(images_mm_df: bpd.DataFrame): - with bigframes.option_context("experiments.blob", True): - actual = images_mm_df["blob_col"].blob.metadata().to_pandas() - expected = pd.Series( - [ - ( - '{"content_type":"image/jpeg",' - '"md5_hash":"e130ad042261a1883cd2cc06831cf748",' - '"size":338390,' - '"updated":1739574332000000}' - ), - ( - '{"content_type":"image/jpeg",' - '"md5_hash":"e2ae3191ff2b809fd0935f01a537c650",' - '"size":43333,' - '"updated":1739574332000000}' - ), - ], - name="metadata", - dtype=dtypes.JSON_DTYPE, - ) - expected.index = expected.index.astype(dtypes.INT_DTYPE) - pd.testing.assert_series_equal(actual, expected) + actual = images_mm_df["blob_col"].blob.metadata().to_pandas() + expected = pd.Series( + [ + ( + '{"content_type":"image/jpeg",' + '"md5_hash":"e130ad042261a1883cd2cc06831cf748",' + '"size":338390,' + '"updated":1739574332000000}' + ), + ( + '{"content_type":"image/jpeg",' + '"md5_hash":"e2ae3191ff2b809fd0935f01a537c650",' + '"size":43333,' + '"updated":1739574332000000}' + ), + ], + name="metadata", + dtype=dtypes.JSON_DTYPE, + ) + expected.index = expected.index.astype(dtypes.INT_DTYPE) + pd.testing.assert_series_equal(actual, expected) def test_blob_content_type(images_mm_df: bpd.DataFrame): - bigframes.options.experiments.blob = True - actual = images_mm_df["blob_col"].blob.content_type().to_pandas() expected = pd.Series(["image/jpeg", "image/jpeg"], name="content_type") @@ -91,8 +81,6 @@ def test_blob_content_type(images_mm_df: bpd.DataFrame): def test_blob_md5_hash(images_mm_df: bpd.DataFrame): - bigframes.options.experiments.blob = True - actual = images_mm_df["blob_col"].blob.md5_hash().to_pandas() expected = pd.Series( ["e130ad042261a1883cd2cc06831cf748", "e2ae3191ff2b809fd0935f01a537c650"], @@ -105,8 +93,6 @@ def test_blob_md5_hash(images_mm_df: bpd.DataFrame): def test_blob_size(images_mm_df: bpd.DataFrame): - bigframes.options.experiments.blob = True - actual = images_mm_df["blob_col"].blob.size().to_pandas() expected = pd.Series([338390, 43333], name="size") @@ -116,8 +102,6 @@ def test_blob_size(images_mm_df: bpd.DataFrame): def test_blob_updated(images_mm_df: bpd.DataFrame): - bigframes.options.experiments.blob = True - actual = images_mm_df["blob_col"].blob.updated().to_pandas() expected = pd.Series( [ diff --git a/tests/system/small/blob/test_urls.py b/tests/system/small/blob/test_urls.py index da972348f2..02a76587f5 100644 --- a/tests/system/small/blob/test_urls.py +++ b/tests/system/small/blob/test_urls.py @@ -12,21 +12,16 @@ # See the License for the specific language governing permissions and # limitations under the License. -import bigframes import bigframes.pandas as bpd def test_blob_read_url(images_mm_df: bpd.DataFrame): - bigframes.options.experiments.blob = True - urls = images_mm_df["blob_col"].blob.read_url() assert urls.str.startswith("https://storage.googleapis.com/").all() def test_blob_write_url(images_mm_df: bpd.DataFrame): - bigframes.options.experiments.blob = True - urls = images_mm_df["blob_col"].blob.write_url() assert urls.str.startswith("https://storage.googleapis.com/").all() diff --git a/tests/system/small/ml/test_llm.py b/tests/system/small/ml/test_llm.py index 950b55cf16..9a66afd02a 100644 --- a/tests/system/small/ml/test_llm.py +++ b/tests/system/small/ml/test_llm.py @@ -18,7 +18,6 @@ import pandas as pd import pytest -import bigframes from bigframes import exceptions from bigframes.ml import core, llm import bigframes.pandas as bpd @@ -91,8 +90,6 @@ def test_text_embedding_generator_multi_cols_predict_success( def test_create_load_multimodal_embedding_generator_model( dataset_id, session, bq_connection ): - bigframes.options.experiments.blob = True - mm_embedding_model = llm.MultimodalEmbeddingGenerator( connection_name=bq_connection, session=session ) @@ -849,6 +846,5 @@ def test_gemini_preview_model_warnings(model_name): ) def test_text_embedding_generator_no_default_model_warning(model_class): message = "Since upgrading the default model can cause unintended breakages, the\ndefault model will be removed in BigFrames 3.0. Please supply an\nexplicit model to avoid this message." - bigframes.options.experiments.blob = True with pytest.warns(FutureWarning, match=message): model_class(model_name=None) diff --git a/tests/system/small/ml/test_multimodal_llm.py b/tests/system/small/ml/test_multimodal_llm.py index f336c1bc3a..63861326da 100644 --- a/tests/system/small/ml/test_multimodal_llm.py +++ b/tests/system/small/ml/test_multimodal_llm.py @@ -14,7 +14,6 @@ import pytest -import bigframes from bigframes.ml import llm import bigframes.pandas as bpd from tests.system import utils @@ -24,8 +23,6 @@ def test_multimodal_embedding_generator_predict_default_params_success( images_mm_df, test_session, bq_connection ): - bigframes.options.experiments.blob = True - text_embedding_model = llm.MultimodalEmbeddingGenerator( connection_name=bq_connection, session=test_session ) @@ -54,8 +51,6 @@ def test_multimodal_embedding_generator_predict_default_params_success( def test_gemini_text_generator_multimodal_input( images_mm_df: bpd.DataFrame, model_name, test_session, bq_connection ): - bigframes.options.experiments.blob = True - gemini_text_generator_model = llm.GeminiTextGenerator( model_name=model_name, connection_name=bq_connection, session=test_session ) diff --git a/third_party/bigframes_vendored/pandas/core/config_init.py b/third_party/bigframes_vendored/pandas/core/config_init.py index 4bca3f3c75..51d056a2c8 100644 --- a/third_party/bigframes_vendored/pandas/core/config_init.py +++ b/third_party/bigframes_vendored/pandas/core/config_init.py @@ -84,6 +84,12 @@ memory_usage (bool): This specifies if the memory usage of a DataFrame should be displayed when df.info() is called. Valid values True,False, + blob_display (bool): + Whether to display the blob content in notebook DataFrame preview. Default True. + blob_display_width (int or None): + Width in pixels that the blob constrained to. + blob_display_height (int or None): + Height in pixels that the blob constrained to. """ sampling_options_doc = """ From 694a3480089da4b0c626d84acffd4b1d31d53ad9 Mon Sep 17 00:00:00 2001 From: Garrett Wu Date: Tue, 6 May 2025 17:28:15 +0000 Subject: [PATCH 2/4] fix --- tests/system/small/ml/test_multimodal_llm.py | 2 -- tests/unit/_config/test_experiment_options.py | 15 --------------- 2 files changed, 17 deletions(-) diff --git a/tests/system/small/ml/test_multimodal_llm.py b/tests/system/small/ml/test_multimodal_llm.py index 0673a7cd54..5e70a98e07 100644 --- a/tests/system/small/ml/test_multimodal_llm.py +++ b/tests/system/small/ml/test_multimodal_llm.py @@ -82,8 +82,6 @@ def test_gemini_text_generator_multimodal_input( def test_gemini_text_generator_multimodal_structured_output( images_mm_df: bpd.DataFrame, model_name, test_session, bq_connection ): - bigframes.options.experiments.blob = True - gemini_text_generator_model = llm.GeminiTextGenerator( model_name=model_name, connection_name=bq_connection, session=test_session ) diff --git a/tests/unit/_config/test_experiment_options.py b/tests/unit/_config/test_experiment_options.py index 1e5a8326f7..deeee2e46a 100644 --- a/tests/unit/_config/test_experiment_options.py +++ b/tests/unit/_config/test_experiment_options.py @@ -46,18 +46,3 @@ def test_ai_operators_set_true_shows_warning(): options.ai_operators = True assert options.ai_operators is True - - -def test_blob_default_false(): - options = experiment_options.ExperimentOptions() - - assert options.blob is False - - -def test_blob_set_true_shows_warning(): - options = experiment_options.ExperimentOptions() - - with pytest.warns(bfe.PreviewWarning): - options.blob = True - - assert options.blob is True From f872e4c0f512874f3ca3eb679433b9b33fe56ab5 Mon Sep 17 00:00:00 2001 From: Garrett Wu Date: Tue, 6 May 2025 22:42:42 +0000 Subject: [PATCH 3/4] fix --- bigframes/dataframe.py | 8 +- notebooks/dataframes/dataframe.ipynb | 4270 ++++++++++++-------------- 2 files changed, 1955 insertions(+), 2323 deletions(-) diff --git a/bigframes/dataframe.py b/bigframes/dataframe.py index f512c24d00..e64aec307a 100644 --- a/bigframes/dataframe.py +++ b/bigframes/dataframe.py @@ -770,9 +770,9 @@ def _repr_html_(self) -> str: df = self.copy() if bigframes.options.display.blob_display: blob_cols = [ - col - for col in df.columns - if df[col].dtype == bigframes.dtypes.OBJ_REF_DTYPE + series_name + for series_name, series in df.items() + if series.dtype == bigframes.dtypes.OBJ_REF_DTYPE ] for col in blob_cols: # TODO(garrettwu): Not necessary to get access urls for all the rows. Update when having a to get URLs from local data. @@ -791,7 +791,7 @@ def _repr_html_(self) -> str: with display_options.pandas_repr(opts): # Allows to preview images in the DataFrame. The implementation changes the string repr as well, that it doesn't truncate strings or escape html charaters such as "<" and ">". We may need to implement a full-fledged repr module to better support types not in pandas. - if bigframes.options.display.blob_display: + if bigframes.options.display.blob_display and blob_cols: def obj_ref_rt_to_html(obj_ref_rt) -> str: obj_ref_rt_json = json.loads(obj_ref_rt) diff --git a/notebooks/dataframes/dataframe.ipynb b/notebooks/dataframes/dataframe.ipynb index de9bb1d04f..7003a352ed 100644 --- a/notebooks/dataframes/dataframe.ipynb +++ b/notebooks/dataframes/dataframe.ipynb @@ -33,10 +33,23 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 2, "id": "96757c59-fc22-420e-a42f-c6cb956110ec", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/html": [ + "Query job d848844c-0f27-4773-aad1-f5ae8f933f63 is DONE. 0 Bytes processed. Open Job" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "import bigframes.pandas as bpd\n", "\n", @@ -54,7 +67,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 3, "id": "05cb36e9-bb75-4f6f-8eb6-e4219df6e1d2", "metadata": {}, "outputs": [], @@ -64,26 +77,14 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 4, "id": "f124234c-d292-4520-b9cc-a162e2b16d91", "metadata": {}, "outputs": [ { "data": { "text/html": [ - "Query job e6f77e72-820c-47ba-bd95-6b1ac360dc86 is DONE. 0 Bytes processed. Open Job" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "Query job 1280ea98-5503-4b32-899b-65ce4b4ad50f is DONE. 582.8 kB processed. Open Job" + "Query job 905ac065-c2f9-4460-8055-a64aa8c0ea27 is DONE. 582.8 kB processed. Open Job" ], "text/plain": [ "" @@ -123,203 +124,203 @@ " \n", " \n", " 0\n", - " d60c6036-0ce1-4c90-8dd9-de3b403c92a8\n", + " 7283fe5e-7b8b-4d3a-b729-476cda6e4c45\n", " 2016\n", - " Nationals\n", - " Brewers\n", - " 167\n", + " Rockies\n", + " Mets\n", + " 191\n", " \n", " \n", " 1\n", - " af72a0b9-65f7-49fb-9b30-d505068bdf6d\n", + " 4f086577-3575-4b8c-a7c9-e6a05d674367\n", " 2016\n", - " Reds\n", - " Brewers\n", - " 172\n", + " Phillies\n", + " Dodgers\n", + " 174\n", " \n", " \n", " 2\n", - " f57e1271-d217-400a-aea6-2e2d7d6a59a0\n", + " 28cac4ff-bec0-4ae6-94f2-0dbc763afff2\n", " 2016\n", - " Orioles\n", - " Rays\n", - " 166\n", + " White Sox\n", + " Braves\n", + " 168\n", " \n", " \n", " 3\n", - " 198f4eed-a29f-41e2-8623-cb261e5ab370\n", + " 8606d487-9de5-436b-afaf-02773cf900f0\n", " 2016\n", - " Rockies\n", - " Giants\n", - " 182\n", + " Mets\n", + " Twins\n", + " 255\n", " \n", " \n", " 4\n", - " cb3ef033-dd57-41fd-b206-cdd3bc12c74f\n", + " fabb7d45-7929-4f83-ae04-0e6c308eaf7b\n", " 2016\n", - " Twins\n", - " Indians\n", - " 204\n", + " Pirates\n", + " Brewers\n", + " 167\n", " \n", " \n", " 5\n", - " 4be9f735-a98e-4689-87ce-852cc3a1e79d\n", + " d12c179f-f52e-401d-8453-58bfca1d0d4f\n", " 2016\n", - " Blue Jays\n", - " Orioles\n", - " 184\n", + " Yankees\n", + " Angels\n", + " 178\n", " \n", " \n", " 6\n", - " 0b2de8c3-11d9-4f0f-a186-25b59f34a5d8\n", + " 62b6c3a3-4d0e-4c3a-b1fe-b0a6bcbbcbb1\n", " 2016\n", - " Yankees\n", - " Mets\n", - " 182\n", + " Diamondbacks\n", + " Phillies\n", + " 214\n", " \n", " \n", " 7\n", - " 60d80663-6ced-44aa-aad9-0f4bf8d3b4d2\n", + " 4119beed-2d02-4d80-bf73-7c4a5099de37\n", " 2016\n", " Red Sox\n", - " Rays\n", - " 191\n", + " Athletics\n", + " 187\n", " \n", " \n", " 8\n", - " 7e1c2095-4fea-454c-8773-096ceb6fb05c\n", + " 32a3546f-dde0-428f-aee2-8983d72ea67e\n", " 2016\n", - " Cardinals\n", - " Pirates\n", - " 201\n", + " Red Sox\n", + " Twins\n", + " 165\n", " \n", " \n", " 9\n", - " f7f24ce3-7f9d-4e8a-986e-095db847c4c1\n", + " 9c736289-013b-4324-bf65-e764b35f921e\n", " 2016\n", - " Rays\n", - " Twins\n", - " 189\n", + " Orioles\n", + " Royals\n", + " 157\n", " \n", " \n", " 10\n", - " 5c26e7fc-c99f-48b4-92c1-4a7208c8cfe9\n", + " 1fc4aacb-55e0-4a44-9eeb-666dfc2811e4\n", " 2016\n", - " Rays\n", - " Twins\n", - " 177\n", + " Diamondbacks\n", + " Braves\n", + " 175\n", " \n", " \n", " 11\n", - " 6d2cab13-dd85-477a-8769-669069f85836\n", + " 017eea48-e435-49f9-96cf-2e7398da091a\n", " 2016\n", - " Royals\n", - " Rays\n", - " 183\n", + " Cubs\n", + " Pirates\n", + " 175\n", " \n", " \n", " 12\n", - " bca90342-7ddc-468e-b189-d43fad7528ec\n", + " b66b14b0-0779-4b47-8ef7-f7e1f5d01a29\n", " 2016\n", - " Astros\n", - " Rays\n", - " 194\n", + " Orioles\n", + " Mariners\n", + " 179\n", " \n", " \n", " 13\n", - " 630f4f78-03cc-43c1-9e57-ababb9c11418\n", + " 702531f6-fb59-44cd-a240-14fcfeac3a06\n", " 2016\n", - " Dodgers\n", - " Giants\n", - " 178\n", + " Twins\n", + " Phillies\n", + " 168\n", " \n", " \n", " 14\n", - " c0cf1376-1115-4a2f-b457-3f82bbc41a89\n", + " b4ba0d8d-3cee-4416-a328-17de07577dea\n", " 2016\n", - " Tigers\n", - " White Sox\n", - " 193\n", + " Yankees\n", + " Mariners\n", + " 201\n", " \n", " \n", " 15\n", - " 46463c50-0f5c-4dca-a661-dd194464e791\n", + " 866bb365-541f-4a54-a797-8e4d9b1f2af5\n", " 2016\n", - " Cardinals\n", - " Cubs\n", - " 160\n", + " Tigers\n", + " Royals\n", + " 177\n", " \n", " \n", " 16\n", - " 392ad56d-972e-4f77-98e2-5f8577931cf8\n", + " 0c6cc3f2-41f4-4bec-bf13-083627634e4a\n", " 2016\n", - " Giants\n", - " Cardinals\n", - " 169\n", + " Mets\n", + " Nationals\n", + " 222\n", " \n", " \n", " 17\n", - " 307730fa-bbed-4221-b4e6-a2492f546fd5\n", + " 8e88e37f-90a4-4fb8-adec-3942736b2950\n", " 2016\n", - " Red Sox\n", - " Twins\n", - " 251\n", + " Mets\n", + " Reds\n", + " 178\n", " \n", " \n", " 18\n", - " 1cbc558f-7615-4fa9-bf97-7ccd62040d6f\n", + " decfca6c-4f87-4129-8c62-2e12993f2089\n", " 2016\n", - " Mets\n", - " Braves\n", - " 151\n", + " Rangers\n", + " Astros\n", + " 195\n", " \n", " \n", " 19\n", - " 723348ba-1645-43fc-9e22-92994f7a63bd\n", + " 530ca8e9-dd8a-4c19-9ba2-1f25a2ea8818\n", " 2016\n", - " Athletics\n", " Twins\n", - " 153\n", + " Braves\n", + " 143\n", " \n", " \n", " 20\n", - " ffbd6ecc-82e1-4e5d-9bd1-4ea210be5992\n", + " 6431c53c-d8cd-4c75-8670-8c2577090b01\n", " 2016\n", - " Twins\n", - " Marlins\n", - " 185\n", + " Astros\n", + " Cardinals\n", + " 179\n", " \n", " \n", " 21\n", - " f2747230-7df5-4535-a475-a1c823d0d654\n", + " 064dacb7-e6a4-47fe-8185-db10285192da\n", " 2016\n", - " Twins\n", - " Yankees\n", - " 180\n", + " Astros\n", + " Athletics\n", + " 185\n", " \n", " \n", " 22\n", - " db3b6f35-a7a4-430a-8703-2b2f25103e17\n", + " 9cd28c80-2ba9-44c7-a061-93f12518103b\n", " 2016\n", - " White Sox\n", - " Orioles\n", - " 199\n", + " Red Sox\n", + " Rangers\n", + " 201\n", " \n", " \n", " 23\n", - " 5fc8c6f0-a70e-4d1b-877f-eb1ec8e6f636\n", + " e96155d0-7ae8-4569-9dc5-038e4fe0a999\n", " 2016\n", + " Nationals\n", " Diamondbacks\n", - " Giants\n", - " 175\n", + " 115\n", " \n", " \n", " 24\n", - " 95d548b6-2da8-4644-812e-b277fec5b91f\n", + " b500a645-1cb5-451c-91d1-03729056a784\n", " 2016\n", - " Braves\n", - " Mets\n", - " 201\n", + " Nationals\n", + " Marlins\n", + " 183\n", " \n", " \n", "\n", @@ -327,65 +328,65 @@ "[2431 rows x 5 columns in total]" ], "text/plain": [ - " gameId year homeTeamName awayTeamName \\\n", - "0 d60c6036-0ce1-4c90-8dd9-de3b403c92a8 2016 Nationals Brewers \n", - "1 af72a0b9-65f7-49fb-9b30-d505068bdf6d 2016 Reds Brewers \n", - "2 f57e1271-d217-400a-aea6-2e2d7d6a59a0 2016 Orioles Rays \n", - "3 198f4eed-a29f-41e2-8623-cb261e5ab370 2016 Rockies Giants \n", - "4 cb3ef033-dd57-41fd-b206-cdd3bc12c74f 2016 Twins Indians \n", - "5 4be9f735-a98e-4689-87ce-852cc3a1e79d 2016 Blue Jays Orioles \n", - "6 0b2de8c3-11d9-4f0f-a186-25b59f34a5d8 2016 Yankees Mets \n", - "7 60d80663-6ced-44aa-aad9-0f4bf8d3b4d2 2016 Red Sox Rays \n", - "8 7e1c2095-4fea-454c-8773-096ceb6fb05c 2016 Cardinals Pirates \n", - "9 f7f24ce3-7f9d-4e8a-986e-095db847c4c1 2016 Rays Twins \n", - "10 5c26e7fc-c99f-48b4-92c1-4a7208c8cfe9 2016 Rays Twins \n", - "11 6d2cab13-dd85-477a-8769-669069f85836 2016 Royals Rays \n", - "12 bca90342-7ddc-468e-b189-d43fad7528ec 2016 Astros Rays \n", - "13 630f4f78-03cc-43c1-9e57-ababb9c11418 2016 Dodgers Giants \n", - "14 c0cf1376-1115-4a2f-b457-3f82bbc41a89 2016 Tigers White Sox \n", - "15 46463c50-0f5c-4dca-a661-dd194464e791 2016 Cardinals Cubs \n", - "16 392ad56d-972e-4f77-98e2-5f8577931cf8 2016 Giants Cardinals \n", - "17 307730fa-bbed-4221-b4e6-a2492f546fd5 2016 Red Sox Twins \n", - "18 1cbc558f-7615-4fa9-bf97-7ccd62040d6f 2016 Mets Braves \n", - "19 723348ba-1645-43fc-9e22-92994f7a63bd 2016 Athletics Twins \n", - "20 ffbd6ecc-82e1-4e5d-9bd1-4ea210be5992 2016 Twins Marlins \n", - "21 f2747230-7df5-4535-a475-a1c823d0d654 2016 Twins Yankees \n", - "22 db3b6f35-a7a4-430a-8703-2b2f25103e17 2016 White Sox Orioles \n", - "23 5fc8c6f0-a70e-4d1b-877f-eb1ec8e6f636 2016 Diamondbacks Giants \n", - "24 95d548b6-2da8-4644-812e-b277fec5b91f 2016 Braves Mets \n", + " gameId year homeTeamName awayTeamName \\\n", + "0 7283fe5e-7b8b-4d3a-b729-476cda6e4c45 2016 Rockies Mets \n", + "1 4f086577-3575-4b8c-a7c9-e6a05d674367 2016 Phillies Dodgers \n", + "2 28cac4ff-bec0-4ae6-94f2-0dbc763afff2 2016 White Sox Braves \n", + "3 8606d487-9de5-436b-afaf-02773cf900f0 2016 Mets Twins \n", + "4 fabb7d45-7929-4f83-ae04-0e6c308eaf7b 2016 Pirates Brewers \n", + "5 d12c179f-f52e-401d-8453-58bfca1d0d4f 2016 Yankees Angels \n", + "6 62b6c3a3-4d0e-4c3a-b1fe-b0a6bcbbcbb1 2016 Diamondbacks Phillies \n", + "7 4119beed-2d02-4d80-bf73-7c4a5099de37 2016 Red Sox Athletics \n", + "8 32a3546f-dde0-428f-aee2-8983d72ea67e 2016 Red Sox Twins \n", + "9 9c736289-013b-4324-bf65-e764b35f921e 2016 Orioles Royals \n", + "10 1fc4aacb-55e0-4a44-9eeb-666dfc2811e4 2016 Diamondbacks Braves \n", + "11 017eea48-e435-49f9-96cf-2e7398da091a 2016 Cubs Pirates \n", + "12 b66b14b0-0779-4b47-8ef7-f7e1f5d01a29 2016 Orioles Mariners \n", + "13 702531f6-fb59-44cd-a240-14fcfeac3a06 2016 Twins Phillies \n", + "14 b4ba0d8d-3cee-4416-a328-17de07577dea 2016 Yankees Mariners \n", + "15 866bb365-541f-4a54-a797-8e4d9b1f2af5 2016 Tigers Royals \n", + "16 0c6cc3f2-41f4-4bec-bf13-083627634e4a 2016 Mets Nationals \n", + "17 8e88e37f-90a4-4fb8-adec-3942736b2950 2016 Mets Reds \n", + "18 decfca6c-4f87-4129-8c62-2e12993f2089 2016 Rangers Astros \n", + "19 530ca8e9-dd8a-4c19-9ba2-1f25a2ea8818 2016 Twins Braves \n", + "20 6431c53c-d8cd-4c75-8670-8c2577090b01 2016 Astros Cardinals \n", + "21 064dacb7-e6a4-47fe-8185-db10285192da 2016 Astros Athletics \n", + "22 9cd28c80-2ba9-44c7-a061-93f12518103b 2016 Red Sox Rangers \n", + "23 e96155d0-7ae8-4569-9dc5-038e4fe0a999 2016 Nationals Diamondbacks \n", + "24 b500a645-1cb5-451c-91d1-03729056a784 2016 Nationals Marlins \n", "\n", " duration_minutes \n", - "0 167 \n", - "1 172 \n", - "2 166 \n", - "3 182 \n", - "4 204 \n", - "5 184 \n", - "6 182 \n", - "7 191 \n", - "8 201 \n", - "9 189 \n", - "10 177 \n", - "11 183 \n", - "12 194 \n", - "13 178 \n", - "14 193 \n", - "15 160 \n", - "16 169 \n", - "17 251 \n", - "18 151 \n", - "19 153 \n", - "20 185 \n", - "21 180 \n", - "22 199 \n", - "23 175 \n", - "24 201 \n", + "0 191 \n", + "1 174 \n", + "2 168 \n", + "3 255 \n", + "4 167 \n", + "5 178 \n", + "6 214 \n", + "7 187 \n", + "8 165 \n", + "9 157 \n", + "10 175 \n", + "11 175 \n", + "12 179 \n", + "13 168 \n", + "14 201 \n", + "15 177 \n", + "16 222 \n", + "17 178 \n", + "18 195 \n", + "19 143 \n", + "20 179 \n", + "21 185 \n", + "22 201 \n", + "23 115 \n", + "24 183 \n", "...\n", "\n", "[2431 rows x 5 columns]" ] }, - "execution_count": 3, + "execution_count": 4, "metadata": {}, "output_type": "execute_result" } @@ -397,7 +398,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 5, "id": "a6b8b3ac-1df8-46ff-ac4f-d6e7657fc80c", "metadata": {}, "outputs": [ @@ -407,7 +408,7 @@ "(2431, 5)" ] }, - "execution_count": 4, + "execution_count": 5, "metadata": {}, "output_type": "execute_result" } @@ -427,7 +428,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 6, "id": "34457cc7-e734-4e3f-9f2b-34cdd4e2aba4", "metadata": { "tags": [] @@ -444,7 +445,7 @@ "dtype: object" ] }, - "execution_count": 5, + "execution_count": 6, "metadata": {}, "output_type": "execute_result" } @@ -455,7 +456,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 7, "id": "b4f4383f-f596-41d8-aad2-2fd68d261cfd", "metadata": {}, "outputs": [ @@ -465,7 +466,7 @@ "Index(['gameId', 'year', 'homeTeamName', 'awayTeamName', 'duration_minutes'], dtype='object')" ] }, - "execution_count": 6, + "execution_count": 7, "metadata": {}, "output_type": "execute_result" } @@ -485,7 +486,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 8, "id": "c7017f3d-869d-42e3-bbd8-b3fbc408c2d0", "metadata": { "tags": [] @@ -494,31 +495,7 @@ { "data": { "text/html": [ - "Query job e8a94ab7-7833-43ac-bf14-bfd4310260b9 is DONE. 582.8 kB processed. Open Job" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "Query job 8b1e4a6c-9f93-4588-9c34-ae324a42fd57 is DONE. 0 Bytes processed. Open Job" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "Query job 18db85e7-c94f-46ec-b981-5c582b5ce22a is DONE. 261.3 kB processed. Open Job" + "Query job 403d0aa4-f4ab-4935-a511-db84a360b919 is DONE. 213.3 kB processed. Open Job" ], "text/plain": [ "" @@ -559,228 +536,228 @@ " \n", " \n", " 0\n", - " d60c6036-0ce1-4c90-8dd9-de3b403c92a8\n", + " 7283fe5e-7b8b-4d3a-b729-476cda6e4c45\n", " 2016\n", - " Nationals\n", - " Brewers\n", - " 167\n", - " Nationals vs Brewers\n", + " Rockies\n", + " Mets\n", + " 191\n", + " Rockies vs Mets\n", " \n", " \n", " 1\n", - " af72a0b9-65f7-49fb-9b30-d505068bdf6d\n", + " 4f086577-3575-4b8c-a7c9-e6a05d674367\n", " 2016\n", - " Reds\n", - " Brewers\n", - " 172\n", - " Reds vs Brewers\n", + " Phillies\n", + " Dodgers\n", + " 174\n", + " Phillies vs Dodgers\n", " \n", " \n", " 2\n", - " f57e1271-d217-400a-aea6-2e2d7d6a59a0\n", + " 28cac4ff-bec0-4ae6-94f2-0dbc763afff2\n", " 2016\n", - " Orioles\n", - " Rays\n", - " 166\n", - " Orioles vs Rays\n", + " White Sox\n", + " Braves\n", + " 168\n", + " White Sox vs Braves\n", " \n", " \n", " 3\n", - " 198f4eed-a29f-41e2-8623-cb261e5ab370\n", + " 8606d487-9de5-436b-afaf-02773cf900f0\n", " 2016\n", - " Rockies\n", - " Giants\n", - " 182\n", - " Rockies vs Giants\n", + " Mets\n", + " Twins\n", + " 255\n", + " Mets vs Twins\n", " \n", " \n", " 4\n", - " cb3ef033-dd57-41fd-b206-cdd3bc12c74f\n", + " fabb7d45-7929-4f83-ae04-0e6c308eaf7b\n", " 2016\n", - " Twins\n", - " Indians\n", - " 204\n", - " Twins vs Indians\n", + " Pirates\n", + " Brewers\n", + " 167\n", + " Pirates vs Brewers\n", " \n", " \n", " 5\n", - " 4be9f735-a98e-4689-87ce-852cc3a1e79d\n", + " d12c179f-f52e-401d-8453-58bfca1d0d4f\n", " 2016\n", - " Blue Jays\n", - " Orioles\n", - " 184\n", - " Blue Jays vs Orioles\n", + " Yankees\n", + " Angels\n", + " 178\n", + " Yankees vs Angels\n", " \n", " \n", " 6\n", - " 0b2de8c3-11d9-4f0f-a186-25b59f34a5d8\n", + " 62b6c3a3-4d0e-4c3a-b1fe-b0a6bcbbcbb1\n", " 2016\n", - " Yankees\n", - " Mets\n", - " 182\n", - " Yankees vs Mets\n", + " Diamondbacks\n", + " Phillies\n", + " 214\n", + " Diamondbacks vs Phillies\n", " \n", " \n", " 7\n", - " 60d80663-6ced-44aa-aad9-0f4bf8d3b4d2\n", + " 4119beed-2d02-4d80-bf73-7c4a5099de37\n", " 2016\n", " Red Sox\n", - " Rays\n", - " 191\n", - " Red Sox vs Rays\n", + " Athletics\n", + " 187\n", + " Red Sox vs Athletics\n", " \n", " \n", " 8\n", - " 7e1c2095-4fea-454c-8773-096ceb6fb05c\n", + " 32a3546f-dde0-428f-aee2-8983d72ea67e\n", " 2016\n", - " Cardinals\n", - " Pirates\n", - " 201\n", - " Cardinals vs Pirates\n", + " Red Sox\n", + " Twins\n", + " 165\n", + " Red Sox vs Twins\n", " \n", " \n", " 9\n", - " f7f24ce3-7f9d-4e8a-986e-095db847c4c1\n", + " 9c736289-013b-4324-bf65-e764b35f921e\n", " 2016\n", - " Rays\n", - " Twins\n", - " 189\n", - " Rays vs Twins\n", + " Orioles\n", + " Royals\n", + " 157\n", + " Orioles vs Royals\n", " \n", " \n", " 10\n", - " 5c26e7fc-c99f-48b4-92c1-4a7208c8cfe9\n", + " 1fc4aacb-55e0-4a44-9eeb-666dfc2811e4\n", " 2016\n", - " Rays\n", - " Twins\n", - " 177\n", - " Rays vs Twins\n", + " Diamondbacks\n", + " Braves\n", + " 175\n", + " Diamondbacks vs Braves\n", " \n", " \n", " 11\n", - " 6d2cab13-dd85-477a-8769-669069f85836\n", + " 017eea48-e435-49f9-96cf-2e7398da091a\n", " 2016\n", - " Royals\n", - " Rays\n", - " 183\n", - " Royals vs Rays\n", + " Cubs\n", + " Pirates\n", + " 175\n", + " Cubs vs Pirates\n", " \n", " \n", " 12\n", - " bca90342-7ddc-468e-b189-d43fad7528ec\n", + " b66b14b0-0779-4b47-8ef7-f7e1f5d01a29\n", " 2016\n", - " Astros\n", - " Rays\n", - " 194\n", - " Astros vs Rays\n", + " Orioles\n", + " Mariners\n", + " 179\n", + " Orioles vs Mariners\n", " \n", " \n", " 13\n", - " 630f4f78-03cc-43c1-9e57-ababb9c11418\n", + " 702531f6-fb59-44cd-a240-14fcfeac3a06\n", " 2016\n", - " Dodgers\n", - " Giants\n", - " 178\n", - " Dodgers vs Giants\n", + " Twins\n", + " Phillies\n", + " 168\n", + " Twins vs Phillies\n", " \n", " \n", " 14\n", - " c0cf1376-1115-4a2f-b457-3f82bbc41a89\n", + " b4ba0d8d-3cee-4416-a328-17de07577dea\n", " 2016\n", - " Tigers\n", - " White Sox\n", - " 193\n", - " Tigers vs White Sox\n", + " Yankees\n", + " Mariners\n", + " 201\n", + " Yankees vs Mariners\n", " \n", " \n", " 15\n", - " 46463c50-0f5c-4dca-a661-dd194464e791\n", + " 866bb365-541f-4a54-a797-8e4d9b1f2af5\n", " 2016\n", - " Cardinals\n", - " Cubs\n", - " 160\n", - " Cardinals vs Cubs\n", + " Tigers\n", + " Royals\n", + " 177\n", + " Tigers vs Royals\n", " \n", " \n", " 16\n", - " 392ad56d-972e-4f77-98e2-5f8577931cf8\n", + " 0c6cc3f2-41f4-4bec-bf13-083627634e4a\n", " 2016\n", - " Giants\n", - " Cardinals\n", - " 169\n", - " Giants vs Cardinals\n", + " Mets\n", + " Nationals\n", + " 222\n", + " Mets vs Nationals\n", " \n", " \n", " 17\n", - " 307730fa-bbed-4221-b4e6-a2492f546fd5\n", + " 8e88e37f-90a4-4fb8-adec-3942736b2950\n", " 2016\n", - " Red Sox\n", - " Twins\n", - " 251\n", - " Red Sox vs Twins\n", + " Mets\n", + " Reds\n", + " 178\n", + " Mets vs Reds\n", " \n", " \n", " 18\n", - " 1cbc558f-7615-4fa9-bf97-7ccd62040d6f\n", + " decfca6c-4f87-4129-8c62-2e12993f2089\n", " 2016\n", - " Mets\n", - " Braves\n", - " 151\n", - " Mets vs Braves\n", + " Rangers\n", + " Astros\n", + " 195\n", + " Rangers vs Astros\n", " \n", " \n", " 19\n", - " 723348ba-1645-43fc-9e22-92994f7a63bd\n", + " 530ca8e9-dd8a-4c19-9ba2-1f25a2ea8818\n", " 2016\n", - " Athletics\n", " Twins\n", - " 153\n", - " Athletics vs Twins\n", + " Braves\n", + " 143\n", + " Twins vs Braves\n", " \n", " \n", " 20\n", - " ffbd6ecc-82e1-4e5d-9bd1-4ea210be5992\n", + " 6431c53c-d8cd-4c75-8670-8c2577090b01\n", " 2016\n", - " Twins\n", - " Marlins\n", - " 185\n", - " Twins vs Marlins\n", + " Astros\n", + " Cardinals\n", + " 179\n", + " Astros vs Cardinals\n", " \n", " \n", " 21\n", - " f2747230-7df5-4535-a475-a1c823d0d654\n", + " 064dacb7-e6a4-47fe-8185-db10285192da\n", " 2016\n", - " Twins\n", - " Yankees\n", - " 180\n", - " Twins vs Yankees\n", + " Astros\n", + " Athletics\n", + " 185\n", + " Astros vs Athletics\n", " \n", " \n", " 22\n", - " db3b6f35-a7a4-430a-8703-2b2f25103e17\n", + " 9cd28c80-2ba9-44c7-a061-93f12518103b\n", " 2016\n", - " White Sox\n", - " Orioles\n", - " 199\n", - " White Sox vs Orioles\n", + " Red Sox\n", + " Rangers\n", + " 201\n", + " Red Sox vs Rangers\n", " \n", " \n", " 23\n", - " 5fc8c6f0-a70e-4d1b-877f-eb1ec8e6f636\n", + " e96155d0-7ae8-4569-9dc5-038e4fe0a999\n", " 2016\n", + " Nationals\n", " Diamondbacks\n", - " Giants\n", - " 175\n", - " Diamondbacks vs Giants\n", + " 115\n", + " Nationals vs Diamondbacks\n", " \n", " \n", " 24\n", - " 95d548b6-2da8-4644-812e-b277fec5b91f\n", + " b500a645-1cb5-451c-91d1-03729056a784\n", " 2016\n", - " Braves\n", - " Mets\n", - " 201\n", - " Braves vs Mets\n", + " Nationals\n", + " Marlins\n", + " 183\n", + " Nationals vs Marlins\n", " \n", " \n", "\n", @@ -788,65 +765,65 @@ "[2431 rows x 6 columns in total]" ], "text/plain": [ - " gameId year homeTeamName awayTeamName \\\n", - "0 d60c6036-0ce1-4c90-8dd9-de3b403c92a8 2016 Nationals Brewers \n", - "1 af72a0b9-65f7-49fb-9b30-d505068bdf6d 2016 Reds Brewers \n", - "2 f57e1271-d217-400a-aea6-2e2d7d6a59a0 2016 Orioles Rays \n", - "3 198f4eed-a29f-41e2-8623-cb261e5ab370 2016 Rockies Giants \n", - "4 cb3ef033-dd57-41fd-b206-cdd3bc12c74f 2016 Twins Indians \n", - "5 4be9f735-a98e-4689-87ce-852cc3a1e79d 2016 Blue Jays Orioles \n", - "6 0b2de8c3-11d9-4f0f-a186-25b59f34a5d8 2016 Yankees Mets \n", - "7 60d80663-6ced-44aa-aad9-0f4bf8d3b4d2 2016 Red Sox Rays \n", - "8 7e1c2095-4fea-454c-8773-096ceb6fb05c 2016 Cardinals Pirates \n", - "9 f7f24ce3-7f9d-4e8a-986e-095db847c4c1 2016 Rays Twins \n", - "10 5c26e7fc-c99f-48b4-92c1-4a7208c8cfe9 2016 Rays Twins \n", - "11 6d2cab13-dd85-477a-8769-669069f85836 2016 Royals Rays \n", - "12 bca90342-7ddc-468e-b189-d43fad7528ec 2016 Astros Rays \n", - "13 630f4f78-03cc-43c1-9e57-ababb9c11418 2016 Dodgers Giants \n", - "14 c0cf1376-1115-4a2f-b457-3f82bbc41a89 2016 Tigers White Sox \n", - "15 46463c50-0f5c-4dca-a661-dd194464e791 2016 Cardinals Cubs \n", - "16 392ad56d-972e-4f77-98e2-5f8577931cf8 2016 Giants Cardinals \n", - "17 307730fa-bbed-4221-b4e6-a2492f546fd5 2016 Red Sox Twins \n", - "18 1cbc558f-7615-4fa9-bf97-7ccd62040d6f 2016 Mets Braves \n", - "19 723348ba-1645-43fc-9e22-92994f7a63bd 2016 Athletics Twins \n", - "20 ffbd6ecc-82e1-4e5d-9bd1-4ea210be5992 2016 Twins Marlins \n", - "21 f2747230-7df5-4535-a475-a1c823d0d654 2016 Twins Yankees \n", - "22 db3b6f35-a7a4-430a-8703-2b2f25103e17 2016 White Sox Orioles \n", - "23 5fc8c6f0-a70e-4d1b-877f-eb1ec8e6f636 2016 Diamondbacks Giants \n", - "24 95d548b6-2da8-4644-812e-b277fec5b91f 2016 Braves Mets \n", + " gameId year homeTeamName awayTeamName \\\n", + "0 7283fe5e-7b8b-4d3a-b729-476cda6e4c45 2016 Rockies Mets \n", + "1 4f086577-3575-4b8c-a7c9-e6a05d674367 2016 Phillies Dodgers \n", + "2 28cac4ff-bec0-4ae6-94f2-0dbc763afff2 2016 White Sox Braves \n", + "3 8606d487-9de5-436b-afaf-02773cf900f0 2016 Mets Twins \n", + "4 fabb7d45-7929-4f83-ae04-0e6c308eaf7b 2016 Pirates Brewers \n", + "5 d12c179f-f52e-401d-8453-58bfca1d0d4f 2016 Yankees Angels \n", + "6 62b6c3a3-4d0e-4c3a-b1fe-b0a6bcbbcbb1 2016 Diamondbacks Phillies \n", + "7 4119beed-2d02-4d80-bf73-7c4a5099de37 2016 Red Sox Athletics \n", + "8 32a3546f-dde0-428f-aee2-8983d72ea67e 2016 Red Sox Twins \n", + "9 9c736289-013b-4324-bf65-e764b35f921e 2016 Orioles Royals \n", + "10 1fc4aacb-55e0-4a44-9eeb-666dfc2811e4 2016 Diamondbacks Braves \n", + "11 017eea48-e435-49f9-96cf-2e7398da091a 2016 Cubs Pirates \n", + "12 b66b14b0-0779-4b47-8ef7-f7e1f5d01a29 2016 Orioles Mariners \n", + "13 702531f6-fb59-44cd-a240-14fcfeac3a06 2016 Twins Phillies \n", + "14 b4ba0d8d-3cee-4416-a328-17de07577dea 2016 Yankees Mariners \n", + "15 866bb365-541f-4a54-a797-8e4d9b1f2af5 2016 Tigers Royals \n", + "16 0c6cc3f2-41f4-4bec-bf13-083627634e4a 2016 Mets Nationals \n", + "17 8e88e37f-90a4-4fb8-adec-3942736b2950 2016 Mets Reds \n", + "18 decfca6c-4f87-4129-8c62-2e12993f2089 2016 Rangers Astros \n", + "19 530ca8e9-dd8a-4c19-9ba2-1f25a2ea8818 2016 Twins Braves \n", + "20 6431c53c-d8cd-4c75-8670-8c2577090b01 2016 Astros Cardinals \n", + "21 064dacb7-e6a4-47fe-8185-db10285192da 2016 Astros Athletics \n", + "22 9cd28c80-2ba9-44c7-a061-93f12518103b 2016 Red Sox Rangers \n", + "23 e96155d0-7ae8-4569-9dc5-038e4fe0a999 2016 Nationals Diamondbacks \n", + "24 b500a645-1cb5-451c-91d1-03729056a784 2016 Nationals Marlins \n", "\n", - " duration_minutes title \n", - "0 167 Nationals vs Brewers \n", - "1 172 Reds vs Brewers \n", - "2 166 Orioles vs Rays \n", - "3 182 Rockies vs Giants \n", - "4 204 Twins vs Indians \n", - "5 184 Blue Jays vs Orioles \n", - "6 182 Yankees vs Mets \n", - "7 191 Red Sox vs Rays \n", - "8 201 Cardinals vs Pirates \n", - "9 189 Rays vs Twins \n", - "10 177 Rays vs Twins \n", - "11 183 Royals vs Rays \n", - "12 194 Astros vs Rays \n", - "13 178 Dodgers vs Giants \n", - "14 193 Tigers vs White Sox \n", - "15 160 Cardinals vs Cubs \n", - "16 169 Giants vs Cardinals \n", - "17 251 Red Sox vs Twins \n", - "18 151 Mets vs Braves \n", - "19 153 Athletics vs Twins \n", - "20 185 Twins vs Marlins \n", - "21 180 Twins vs Yankees \n", - "22 199 White Sox vs Orioles \n", - "23 175 Diamondbacks vs Giants \n", - "24 201 Braves vs Mets \n", + " duration_minutes title \n", + "0 191 Rockies vs Mets \n", + "1 174 Phillies vs Dodgers \n", + "2 168 White Sox vs Braves \n", + "3 255 Mets vs Twins \n", + "4 167 Pirates vs Brewers \n", + "5 178 Yankees vs Angels \n", + "6 214 Diamondbacks vs Phillies \n", + "7 187 Red Sox vs Athletics \n", + "8 165 Red Sox vs Twins \n", + "9 157 Orioles vs Royals \n", + "10 175 Diamondbacks vs Braves \n", + "11 175 Cubs vs Pirates \n", + "12 179 Orioles vs Mariners \n", + "13 168 Twins vs Phillies \n", + "14 201 Yankees vs Mariners \n", + "15 177 Tigers vs Royals \n", + "16 222 Mets vs Nationals \n", + "17 178 Mets vs Reds \n", + "18 195 Rangers vs Astros \n", + "19 143 Twins vs Braves \n", + "20 179 Astros vs Cardinals \n", + "21 185 Astros vs Athletics \n", + "22 201 Red Sox vs Rangers \n", + "23 115 Nationals vs Diamondbacks \n", + "24 183 Nationals vs Marlins \n", "...\n", "\n", "[2431 rows x 6 columns]" ] }, - "execution_count": 7, + "execution_count": 8, "metadata": {}, "output_type": "execute_result" } @@ -867,26 +844,14 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 9, "id": "8bbe000a-36f0-4b6f-b403-b9ec28dd608b", "metadata": {}, "outputs": [ { "data": { "text/html": [ - "Query job ef76c434-c4bc-4b4c-bb06-61521fc85b15 is DONE. 0 Bytes processed. Open Job" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "Query job d3e413ee-c0c3-49fe-a2ad-f61d671593eb is DONE. 0 Bytes processed. Open Job" + "Query job 4829e473-0f44-4210-bcad-ee8133d365b0 is DONE. 261.3 kB processed. Open Job" ], "text/plain": [ "" @@ -927,228 +892,228 @@ " \n", " \n", " 0\n", - " d60c6036-0ce1-4c90-8dd9-de3b403c92a8\n", + " 7283fe5e-7b8b-4d3a-b729-476cda6e4c45\n", " 2016\n", - " Nationals\n", - " Brewers\n", - " 167\n", - " Nationals vs Brewers\n", + " Rockies\n", + " Mets\n", + " 191\n", + " Rockies vs Mets\n", " \n", " \n", " 1\n", - " af72a0b9-65f7-49fb-9b30-d505068bdf6d\n", + " 4f086577-3575-4b8c-a7c9-e6a05d674367\n", " 2016\n", - " Reds\n", - " Brewers\n", - " 172\n", - " Reds vs Brewers\n", + " Phillies\n", + " Dodgers\n", + " 174\n", + " Phillies vs Dodgers\n", " \n", " \n", " 2\n", - " f57e1271-d217-400a-aea6-2e2d7d6a59a0\n", + " 28cac4ff-bec0-4ae6-94f2-0dbc763afff2\n", " 2016\n", - " Orioles\n", - " Rays\n", - " 166\n", - " Orioles vs Rays\n", + " White Sox\n", + " Braves\n", + " 168\n", + " White Sox vs Braves\n", " \n", " \n", " 3\n", - " 198f4eed-a29f-41e2-8623-cb261e5ab370\n", + " 8606d487-9de5-436b-afaf-02773cf900f0\n", " 2016\n", - " Rockies\n", - " Giants\n", - " 182\n", - " Rockies vs Giants\n", + " Mets\n", + " Twins\n", + " 255\n", + " Mets vs Twins\n", " \n", " \n", " 4\n", - " cb3ef033-dd57-41fd-b206-cdd3bc12c74f\n", + " fabb7d45-7929-4f83-ae04-0e6c308eaf7b\n", " 2016\n", - " Twins\n", - " Indians\n", - " 204\n", - " Twins vs Indians\n", + " Pirates\n", + " Brewers\n", + " 167\n", + " Pirates vs Brewers\n", " \n", " \n", " 5\n", - " 4be9f735-a98e-4689-87ce-852cc3a1e79d\n", + " d12c179f-f52e-401d-8453-58bfca1d0d4f\n", " 2016\n", - " Blue Jays\n", - " Orioles\n", - " 184\n", - " Blue Jays vs Orioles\n", + " Yankees\n", + " Angels\n", + " 178\n", + " Yankees vs Angels\n", " \n", " \n", " 6\n", - " 0b2de8c3-11d9-4f0f-a186-25b59f34a5d8\n", + " 62b6c3a3-4d0e-4c3a-b1fe-b0a6bcbbcbb1\n", " 2016\n", - " Yankees\n", - " Mets\n", - " 182\n", - " Yankees vs Mets\n", + " Diamondbacks\n", + " Phillies\n", + " 214\n", + " Diamondbacks vs Phillies\n", " \n", " \n", " 7\n", - " 60d80663-6ced-44aa-aad9-0f4bf8d3b4d2\n", + " 4119beed-2d02-4d80-bf73-7c4a5099de37\n", " 2016\n", " Red Sox\n", - " Rays\n", - " 191\n", - " Red Sox vs Rays\n", + " Athletics\n", + " 187\n", + " Red Sox vs Athletics\n", " \n", " \n", " 8\n", - " 7e1c2095-4fea-454c-8773-096ceb6fb05c\n", + " 32a3546f-dde0-428f-aee2-8983d72ea67e\n", " 2016\n", - " Cardinals\n", - " Pirates\n", - " 201\n", - " Cardinals vs Pirates\n", + " Red Sox\n", + " Twins\n", + " 165\n", + " Red Sox vs Twins\n", " \n", " \n", " 9\n", - " f7f24ce3-7f9d-4e8a-986e-095db847c4c1\n", + " 9c736289-013b-4324-bf65-e764b35f921e\n", " 2016\n", - " Rays\n", - " Twins\n", - " 189\n", - " Rays vs Twins\n", + " Orioles\n", + " Royals\n", + " 157\n", + " Orioles vs Royals\n", " \n", " \n", " 10\n", - " 5c26e7fc-c99f-48b4-92c1-4a7208c8cfe9\n", + " 1fc4aacb-55e0-4a44-9eeb-666dfc2811e4\n", " 2016\n", - " Rays\n", - " Twins\n", - " 177\n", - " Rays vs Twins\n", + " Diamondbacks\n", + " Braves\n", + " 175\n", + " Diamondbacks vs Braves\n", " \n", " \n", " 11\n", - " 6d2cab13-dd85-477a-8769-669069f85836\n", + " 017eea48-e435-49f9-96cf-2e7398da091a\n", " 2016\n", - " Royals\n", - " Rays\n", - " 183\n", - " Royals vs Rays\n", + " Cubs\n", + " Pirates\n", + " 175\n", + " Cubs vs Pirates\n", " \n", " \n", " 12\n", - " bca90342-7ddc-468e-b189-d43fad7528ec\n", + " b66b14b0-0779-4b47-8ef7-f7e1f5d01a29\n", " 2016\n", - " Astros\n", - " Rays\n", - " 194\n", - " Astros vs Rays\n", + " Orioles\n", + " Mariners\n", + " 179\n", + " Orioles vs Mariners\n", " \n", " \n", " 13\n", - " 630f4f78-03cc-43c1-9e57-ababb9c11418\n", + " 702531f6-fb59-44cd-a240-14fcfeac3a06\n", " 2016\n", - " Dodgers\n", - " Giants\n", - " 178\n", - " Dodgers vs Giants\n", + " Twins\n", + " Phillies\n", + " 168\n", + " Twins vs Phillies\n", " \n", " \n", " 14\n", - " c0cf1376-1115-4a2f-b457-3f82bbc41a89\n", + " b4ba0d8d-3cee-4416-a328-17de07577dea\n", " 2016\n", - " Tigers\n", - " White Sox\n", - " 193\n", - " Tigers vs White Sox\n", + " Yankees\n", + " Mariners\n", + " 201\n", + " Yankees vs Mariners\n", " \n", " \n", " 15\n", - " 46463c50-0f5c-4dca-a661-dd194464e791\n", + " 866bb365-541f-4a54-a797-8e4d9b1f2af5\n", " 2016\n", - " Cardinals\n", - " Cubs\n", - " 160\n", - " Cardinals vs Cubs\n", + " Tigers\n", + " Royals\n", + " 177\n", + " Tigers vs Royals\n", " \n", " \n", " 16\n", - " 392ad56d-972e-4f77-98e2-5f8577931cf8\n", + " 0c6cc3f2-41f4-4bec-bf13-083627634e4a\n", " 2016\n", - " Giants\n", - " Cardinals\n", - " 169\n", - " Giants vs Cardinals\n", + " Mets\n", + " Nationals\n", + " 222\n", + " Mets vs Nationals\n", " \n", " \n", " 17\n", - " 307730fa-bbed-4221-b4e6-a2492f546fd5\n", + " 8e88e37f-90a4-4fb8-adec-3942736b2950\n", " 2016\n", - " Red Sox\n", - " Twins\n", - " 251\n", - " Red Sox vs Twins\n", + " Mets\n", + " Reds\n", + " 178\n", + " Mets vs Reds\n", " \n", " \n", " 18\n", - " 1cbc558f-7615-4fa9-bf97-7ccd62040d6f\n", + " decfca6c-4f87-4129-8c62-2e12993f2089\n", " 2016\n", - " Mets\n", - " Braves\n", - " 151\n", - " Mets vs Braves\n", + " Rangers\n", + " Astros\n", + " 195\n", + " Rangers vs Astros\n", " \n", " \n", " 19\n", - " 723348ba-1645-43fc-9e22-92994f7a63bd\n", + " 530ca8e9-dd8a-4c19-9ba2-1f25a2ea8818\n", " 2016\n", - " Athletics\n", " Twins\n", - " 153\n", - " Athletics vs Twins\n", + " Braves\n", + " 143\n", + " Twins vs Braves\n", " \n", " \n", " 20\n", - " ffbd6ecc-82e1-4e5d-9bd1-4ea210be5992\n", + " 6431c53c-d8cd-4c75-8670-8c2577090b01\n", " 2016\n", - " Twins\n", - " Marlins\n", - " 185\n", - " Twins vs Marlins\n", + " Astros\n", + " Cardinals\n", + " 179\n", + " Astros vs Cardinals\n", " \n", " \n", " 21\n", - " f2747230-7df5-4535-a475-a1c823d0d654\n", + " 064dacb7-e6a4-47fe-8185-db10285192da\n", " 2016\n", - " Twins\n", - " Yankees\n", - " 180\n", - " Twins vs Yankees\n", + " Astros\n", + " Athletics\n", + " 185\n", + " Astros vs Athletics\n", " \n", " \n", " 22\n", - " db3b6f35-a7a4-430a-8703-2b2f25103e17\n", + " 9cd28c80-2ba9-44c7-a061-93f12518103b\n", " 2016\n", - " White Sox\n", - " Orioles\n", - " 199\n", - " White Sox vs Orioles\n", + " Red Sox\n", + " Rangers\n", + " 201\n", + " Red Sox vs Rangers\n", " \n", " \n", " 23\n", - " 5fc8c6f0-a70e-4d1b-877f-eb1ec8e6f636\n", + " e96155d0-7ae8-4569-9dc5-038e4fe0a999\n", " 2016\n", + " Nationals\n", " Diamondbacks\n", - " Giants\n", - " 175\n", - " Diamondbacks vs Giants\n", + " 115\n", + " Nationals vs Diamondbacks\n", " \n", " \n", " 24\n", - " 95d548b6-2da8-4644-812e-b277fec5b91f\n", + " b500a645-1cb5-451c-91d1-03729056a784\n", " 2016\n", - " Braves\n", - " Mets\n", - " 201\n", - " Braves vs Mets\n", + " Nationals\n", + " Marlins\n", + " 183\n", + " Nationals vs Marlins\n", " \n", " \n", "\n", @@ -1156,65 +1121,65 @@ "[2431 rows x 6 columns in total]" ], "text/plain": [ - " gameId year homeTeamName awayTeamName \\\n", - "0 d60c6036-0ce1-4c90-8dd9-de3b403c92a8 2016 Nationals Brewers \n", - "1 af72a0b9-65f7-49fb-9b30-d505068bdf6d 2016 Reds Brewers \n", - "2 f57e1271-d217-400a-aea6-2e2d7d6a59a0 2016 Orioles Rays \n", - "3 198f4eed-a29f-41e2-8623-cb261e5ab370 2016 Rockies Giants \n", - "4 cb3ef033-dd57-41fd-b206-cdd3bc12c74f 2016 Twins Indians \n", - "5 4be9f735-a98e-4689-87ce-852cc3a1e79d 2016 Blue Jays Orioles \n", - "6 0b2de8c3-11d9-4f0f-a186-25b59f34a5d8 2016 Yankees Mets \n", - "7 60d80663-6ced-44aa-aad9-0f4bf8d3b4d2 2016 Red Sox Rays \n", - "8 7e1c2095-4fea-454c-8773-096ceb6fb05c 2016 Cardinals Pirates \n", - "9 f7f24ce3-7f9d-4e8a-986e-095db847c4c1 2016 Rays Twins \n", - "10 5c26e7fc-c99f-48b4-92c1-4a7208c8cfe9 2016 Rays Twins \n", - "11 6d2cab13-dd85-477a-8769-669069f85836 2016 Royals Rays \n", - "12 bca90342-7ddc-468e-b189-d43fad7528ec 2016 Astros Rays \n", - "13 630f4f78-03cc-43c1-9e57-ababb9c11418 2016 Dodgers Giants \n", - "14 c0cf1376-1115-4a2f-b457-3f82bbc41a89 2016 Tigers White Sox \n", - "15 46463c50-0f5c-4dca-a661-dd194464e791 2016 Cardinals Cubs \n", - "16 392ad56d-972e-4f77-98e2-5f8577931cf8 2016 Giants Cardinals \n", - "17 307730fa-bbed-4221-b4e6-a2492f546fd5 2016 Red Sox Twins \n", - "18 1cbc558f-7615-4fa9-bf97-7ccd62040d6f 2016 Mets Braves \n", - "19 723348ba-1645-43fc-9e22-92994f7a63bd 2016 Athletics Twins \n", - "20 ffbd6ecc-82e1-4e5d-9bd1-4ea210be5992 2016 Twins Marlins \n", - "21 f2747230-7df5-4535-a475-a1c823d0d654 2016 Twins Yankees \n", - "22 db3b6f35-a7a4-430a-8703-2b2f25103e17 2016 White Sox Orioles \n", - "23 5fc8c6f0-a70e-4d1b-877f-eb1ec8e6f636 2016 Diamondbacks Giants \n", - "24 95d548b6-2da8-4644-812e-b277fec5b91f 2016 Braves Mets \n", + " gameId year homeTeamName awayTeamName \\\n", + "0 7283fe5e-7b8b-4d3a-b729-476cda6e4c45 2016 Rockies Mets \n", + "1 4f086577-3575-4b8c-a7c9-e6a05d674367 2016 Phillies Dodgers \n", + "2 28cac4ff-bec0-4ae6-94f2-0dbc763afff2 2016 White Sox Braves \n", + "3 8606d487-9de5-436b-afaf-02773cf900f0 2016 Mets Twins \n", + "4 fabb7d45-7929-4f83-ae04-0e6c308eaf7b 2016 Pirates Brewers \n", + "5 d12c179f-f52e-401d-8453-58bfca1d0d4f 2016 Yankees Angels \n", + "6 62b6c3a3-4d0e-4c3a-b1fe-b0a6bcbbcbb1 2016 Diamondbacks Phillies \n", + "7 4119beed-2d02-4d80-bf73-7c4a5099de37 2016 Red Sox Athletics \n", + "8 32a3546f-dde0-428f-aee2-8983d72ea67e 2016 Red Sox Twins \n", + "9 9c736289-013b-4324-bf65-e764b35f921e 2016 Orioles Royals \n", + "10 1fc4aacb-55e0-4a44-9eeb-666dfc2811e4 2016 Diamondbacks Braves \n", + "11 017eea48-e435-49f9-96cf-2e7398da091a 2016 Cubs Pirates \n", + "12 b66b14b0-0779-4b47-8ef7-f7e1f5d01a29 2016 Orioles Mariners \n", + "13 702531f6-fb59-44cd-a240-14fcfeac3a06 2016 Twins Phillies \n", + "14 b4ba0d8d-3cee-4416-a328-17de07577dea 2016 Yankees Mariners \n", + "15 866bb365-541f-4a54-a797-8e4d9b1f2af5 2016 Tigers Royals \n", + "16 0c6cc3f2-41f4-4bec-bf13-083627634e4a 2016 Mets Nationals \n", + "17 8e88e37f-90a4-4fb8-adec-3942736b2950 2016 Mets Reds \n", + "18 decfca6c-4f87-4129-8c62-2e12993f2089 2016 Rangers Astros \n", + "19 530ca8e9-dd8a-4c19-9ba2-1f25a2ea8818 2016 Twins Braves \n", + "20 6431c53c-d8cd-4c75-8670-8c2577090b01 2016 Astros Cardinals \n", + "21 064dacb7-e6a4-47fe-8185-db10285192da 2016 Astros Athletics \n", + "22 9cd28c80-2ba9-44c7-a061-93f12518103b 2016 Red Sox Rangers \n", + "23 e96155d0-7ae8-4569-9dc5-038e4fe0a999 2016 Nationals Diamondbacks \n", + "24 b500a645-1cb5-451c-91d1-03729056a784 2016 Nationals Marlins \n", "\n", - " duration_minutes headline \n", - "0 167 Nationals vs Brewers \n", - "1 172 Reds vs Brewers \n", - "2 166 Orioles vs Rays \n", - "3 182 Rockies vs Giants \n", - "4 204 Twins vs Indians \n", - "5 184 Blue Jays vs Orioles \n", - "6 182 Yankees vs Mets \n", - "7 191 Red Sox vs Rays \n", - "8 201 Cardinals vs Pirates \n", - "9 189 Rays vs Twins \n", - "10 177 Rays vs Twins \n", - "11 183 Royals vs Rays \n", - "12 194 Astros vs Rays \n", - "13 178 Dodgers vs Giants \n", - "14 193 Tigers vs White Sox \n", - "15 160 Cardinals vs Cubs \n", - "16 169 Giants vs Cardinals \n", - "17 251 Red Sox vs Twins \n", - "18 151 Mets vs Braves \n", - "19 153 Athletics vs Twins \n", - "20 185 Twins vs Marlins \n", - "21 180 Twins vs Yankees \n", - "22 199 White Sox vs Orioles \n", - "23 175 Diamondbacks vs Giants \n", - "24 201 Braves vs Mets \n", + " duration_minutes headline \n", + "0 191 Rockies vs Mets \n", + "1 174 Phillies vs Dodgers \n", + "2 168 White Sox vs Braves \n", + "3 255 Mets vs Twins \n", + "4 167 Pirates vs Brewers \n", + "5 178 Yankees vs Angels \n", + "6 214 Diamondbacks vs Phillies \n", + "7 187 Red Sox vs Athletics \n", + "8 165 Red Sox vs Twins \n", + "9 157 Orioles vs Royals \n", + "10 175 Diamondbacks vs Braves \n", + "11 175 Cubs vs Pirates \n", + "12 179 Orioles vs Mariners \n", + "13 168 Twins vs Phillies \n", + "14 201 Yankees vs Mariners \n", + "15 177 Tigers vs Royals \n", + "16 222 Mets vs Nationals \n", + "17 178 Mets vs Reds \n", + "18 195 Rangers vs Astros \n", + "19 143 Twins vs Braves \n", + "20 179 Astros vs Cardinals \n", + "21 185 Astros vs Athletics \n", + "22 201 Red Sox vs Rangers \n", + "23 115 Nationals vs Diamondbacks \n", + "24 183 Nationals vs Marlins \n", "...\n", "\n", "[2431 rows x 6 columns]" ] }, - "execution_count": 8, + "execution_count": 9, "metadata": {}, "output_type": "execute_result" } @@ -1226,7 +1191,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 10, "id": "87eee643-28ac-4f4b-ac61-1f3de9c08a9d", "metadata": {}, "outputs": [], @@ -1236,26 +1201,14 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 11, "id": "fad6d3da-1f40-4c5f-94ec-0bdfe21ca5b6", "metadata": {}, "outputs": [ { "data": { "text/html": [ - "Query job 051b3d23-5ab2-4022-adfc-f6553eb8532d is DONE. 0 Bytes processed. Open Job" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "Query job f7356669-04f8-46f9-bf9b-f8cd997d6162 is DONE. 213.3 kB processed. Open Job" + "Query job 1a5dd254-2e47-43ae-91f0-a3813c2c4ec3 is DONE. 213.3 kB processed. Open Job" ], "text/plain": [ "" @@ -1295,203 +1248,203 @@ " \n", " \n", " 0\n", - " d60c6036-0ce1-4c90-8dd9-de3b403c92a8\n", + " 7283fe5e-7b8b-4d3a-b729-476cda6e4c45\n", " 2016\n", - " Nationals\n", - " Brewers\n", - " 167\n", + " Rockies\n", + " Mets\n", + " 191\n", " \n", " \n", " 1\n", - " af72a0b9-65f7-49fb-9b30-d505068bdf6d\n", + " 4f086577-3575-4b8c-a7c9-e6a05d674367\n", " 2016\n", - " Reds\n", - " Brewers\n", - " 172\n", + " Phillies\n", + " Dodgers\n", + " 174\n", " \n", " \n", " 2\n", - " f57e1271-d217-400a-aea6-2e2d7d6a59a0\n", + " 28cac4ff-bec0-4ae6-94f2-0dbc763afff2\n", " 2016\n", - " Orioles\n", - " Rays\n", - " 166\n", + " White Sox\n", + " Braves\n", + " 168\n", " \n", " \n", " 3\n", - " 198f4eed-a29f-41e2-8623-cb261e5ab370\n", + " 8606d487-9de5-436b-afaf-02773cf900f0\n", " 2016\n", - " Rockies\n", - " Giants\n", - " 182\n", + " Mets\n", + " Twins\n", + " 255\n", " \n", " \n", " 4\n", - " cb3ef033-dd57-41fd-b206-cdd3bc12c74f\n", + " fabb7d45-7929-4f83-ae04-0e6c308eaf7b\n", " 2016\n", - " Twins\n", - " Indians\n", - " 204\n", + " Pirates\n", + " Brewers\n", + " 167\n", " \n", " \n", " 5\n", - " 4be9f735-a98e-4689-87ce-852cc3a1e79d\n", + " d12c179f-f52e-401d-8453-58bfca1d0d4f\n", " 2016\n", - " Blue Jays\n", - " Orioles\n", - " 184\n", + " Yankees\n", + " Angels\n", + " 178\n", " \n", " \n", " 6\n", - " 0b2de8c3-11d9-4f0f-a186-25b59f34a5d8\n", + " 62b6c3a3-4d0e-4c3a-b1fe-b0a6bcbbcbb1\n", " 2016\n", - " Yankees\n", - " Mets\n", - " 182\n", + " Diamondbacks\n", + " Phillies\n", + " 214\n", " \n", " \n", " 7\n", - " 60d80663-6ced-44aa-aad9-0f4bf8d3b4d2\n", + " 4119beed-2d02-4d80-bf73-7c4a5099de37\n", " 2016\n", " Red Sox\n", - " Rays\n", - " 191\n", + " Athletics\n", + " 187\n", " \n", " \n", " 8\n", - " 7e1c2095-4fea-454c-8773-096ceb6fb05c\n", + " 32a3546f-dde0-428f-aee2-8983d72ea67e\n", " 2016\n", - " Cardinals\n", - " Pirates\n", - " 201\n", + " Red Sox\n", + " Twins\n", + " 165\n", " \n", " \n", " 9\n", - " f7f24ce3-7f9d-4e8a-986e-095db847c4c1\n", + " 9c736289-013b-4324-bf65-e764b35f921e\n", " 2016\n", - " Rays\n", - " Twins\n", - " 189\n", + " Orioles\n", + " Royals\n", + " 157\n", " \n", " \n", " 10\n", - " 5c26e7fc-c99f-48b4-92c1-4a7208c8cfe9\n", + " 1fc4aacb-55e0-4a44-9eeb-666dfc2811e4\n", " 2016\n", - " Rays\n", - " Twins\n", - " 177\n", + " Diamondbacks\n", + " Braves\n", + " 175\n", " \n", " \n", " 11\n", - " 6d2cab13-dd85-477a-8769-669069f85836\n", + " 017eea48-e435-49f9-96cf-2e7398da091a\n", " 2016\n", - " Royals\n", - " Rays\n", - " 183\n", + " Cubs\n", + " Pirates\n", + " 175\n", " \n", " \n", " 12\n", - " bca90342-7ddc-468e-b189-d43fad7528ec\n", + " b66b14b0-0779-4b47-8ef7-f7e1f5d01a29\n", " 2016\n", - " Astros\n", - " Rays\n", - " 194\n", + " Orioles\n", + " Mariners\n", + " 179\n", " \n", " \n", " 13\n", - " 630f4f78-03cc-43c1-9e57-ababb9c11418\n", + " 702531f6-fb59-44cd-a240-14fcfeac3a06\n", " 2016\n", - " Dodgers\n", - " Giants\n", - " 178\n", + " Twins\n", + " Phillies\n", + " 168\n", " \n", " \n", " 14\n", - " c0cf1376-1115-4a2f-b457-3f82bbc41a89\n", + " b4ba0d8d-3cee-4416-a328-17de07577dea\n", " 2016\n", - " Tigers\n", - " White Sox\n", - " 193\n", + " Yankees\n", + " Mariners\n", + " 201\n", " \n", " \n", " 15\n", - " 46463c50-0f5c-4dca-a661-dd194464e791\n", + " 866bb365-541f-4a54-a797-8e4d9b1f2af5\n", " 2016\n", - " Cardinals\n", - " Cubs\n", - " 160\n", + " Tigers\n", + " Royals\n", + " 177\n", " \n", " \n", " 16\n", - " 392ad56d-972e-4f77-98e2-5f8577931cf8\n", + " 0c6cc3f2-41f4-4bec-bf13-083627634e4a\n", " 2016\n", - " Giants\n", - " Cardinals\n", - " 169\n", + " Mets\n", + " Nationals\n", + " 222\n", " \n", " \n", " 17\n", - " 307730fa-bbed-4221-b4e6-a2492f546fd5\n", + " 8e88e37f-90a4-4fb8-adec-3942736b2950\n", " 2016\n", - " Red Sox\n", - " Twins\n", - " 251\n", + " Mets\n", + " Reds\n", + " 178\n", " \n", " \n", " 18\n", - " 1cbc558f-7615-4fa9-bf97-7ccd62040d6f\n", + " decfca6c-4f87-4129-8c62-2e12993f2089\n", " 2016\n", - " Mets\n", - " Braves\n", - " 151\n", + " Rangers\n", + " Astros\n", + " 195\n", " \n", " \n", " 19\n", - " 723348ba-1645-43fc-9e22-92994f7a63bd\n", + " 530ca8e9-dd8a-4c19-9ba2-1f25a2ea8818\n", " 2016\n", - " Athletics\n", " Twins\n", - " 153\n", + " Braves\n", + " 143\n", " \n", " \n", " 20\n", - " ffbd6ecc-82e1-4e5d-9bd1-4ea210be5992\n", + " 6431c53c-d8cd-4c75-8670-8c2577090b01\n", " 2016\n", - " Twins\n", - " Marlins\n", - " 185\n", + " Astros\n", + " Cardinals\n", + " 179\n", " \n", " \n", " 21\n", - " f2747230-7df5-4535-a475-a1c823d0d654\n", + " 064dacb7-e6a4-47fe-8185-db10285192da\n", " 2016\n", - " Twins\n", - " Yankees\n", - " 180\n", + " Astros\n", + " Athletics\n", + " 185\n", " \n", " \n", " 22\n", - " db3b6f35-a7a4-430a-8703-2b2f25103e17\n", + " 9cd28c80-2ba9-44c7-a061-93f12518103b\n", " 2016\n", - " White Sox\n", - " Orioles\n", - " 199\n", + " Red Sox\n", + " Rangers\n", + " 201\n", " \n", " \n", " 23\n", - " 5fc8c6f0-a70e-4d1b-877f-eb1ec8e6f636\n", + " e96155d0-7ae8-4569-9dc5-038e4fe0a999\n", " 2016\n", + " Nationals\n", " Diamondbacks\n", - " Giants\n", - " 175\n", + " 115\n", " \n", " \n", " 24\n", - " 95d548b6-2da8-4644-812e-b277fec5b91f\n", + " b500a645-1cb5-451c-91d1-03729056a784\n", " 2016\n", - " Braves\n", - " Mets\n", - " 201\n", + " Nationals\n", + " Marlins\n", + " 183\n", " \n", " \n", "\n", @@ -1499,65 +1452,65 @@ "[2431 rows x 5 columns in total]" ], "text/plain": [ - " gameId year homeTeamName awayTeamName \\\n", - "0 d60c6036-0ce1-4c90-8dd9-de3b403c92a8 2016 Nationals Brewers \n", - "1 af72a0b9-65f7-49fb-9b30-d505068bdf6d 2016 Reds Brewers \n", - "2 f57e1271-d217-400a-aea6-2e2d7d6a59a0 2016 Orioles Rays \n", - "3 198f4eed-a29f-41e2-8623-cb261e5ab370 2016 Rockies Giants \n", - "4 cb3ef033-dd57-41fd-b206-cdd3bc12c74f 2016 Twins Indians \n", - "5 4be9f735-a98e-4689-87ce-852cc3a1e79d 2016 Blue Jays Orioles \n", - "6 0b2de8c3-11d9-4f0f-a186-25b59f34a5d8 2016 Yankees Mets \n", - "7 60d80663-6ced-44aa-aad9-0f4bf8d3b4d2 2016 Red Sox Rays \n", - "8 7e1c2095-4fea-454c-8773-096ceb6fb05c 2016 Cardinals Pirates \n", - "9 f7f24ce3-7f9d-4e8a-986e-095db847c4c1 2016 Rays Twins \n", - "10 5c26e7fc-c99f-48b4-92c1-4a7208c8cfe9 2016 Rays Twins \n", - "11 6d2cab13-dd85-477a-8769-669069f85836 2016 Royals Rays \n", - "12 bca90342-7ddc-468e-b189-d43fad7528ec 2016 Astros Rays \n", - "13 630f4f78-03cc-43c1-9e57-ababb9c11418 2016 Dodgers Giants \n", - "14 c0cf1376-1115-4a2f-b457-3f82bbc41a89 2016 Tigers White Sox \n", - "15 46463c50-0f5c-4dca-a661-dd194464e791 2016 Cardinals Cubs \n", - "16 392ad56d-972e-4f77-98e2-5f8577931cf8 2016 Giants Cardinals \n", - "17 307730fa-bbed-4221-b4e6-a2492f546fd5 2016 Red Sox Twins \n", - "18 1cbc558f-7615-4fa9-bf97-7ccd62040d6f 2016 Mets Braves \n", - "19 723348ba-1645-43fc-9e22-92994f7a63bd 2016 Athletics Twins \n", - "20 ffbd6ecc-82e1-4e5d-9bd1-4ea210be5992 2016 Twins Marlins \n", - "21 f2747230-7df5-4535-a475-a1c823d0d654 2016 Twins Yankees \n", - "22 db3b6f35-a7a4-430a-8703-2b2f25103e17 2016 White Sox Orioles \n", - "23 5fc8c6f0-a70e-4d1b-877f-eb1ec8e6f636 2016 Diamondbacks Giants \n", - "24 95d548b6-2da8-4644-812e-b277fec5b91f 2016 Braves Mets \n", + " gameId year homeTeamName awayTeamName \\\n", + "0 7283fe5e-7b8b-4d3a-b729-476cda6e4c45 2016 Rockies Mets \n", + "1 4f086577-3575-4b8c-a7c9-e6a05d674367 2016 Phillies Dodgers \n", + "2 28cac4ff-bec0-4ae6-94f2-0dbc763afff2 2016 White Sox Braves \n", + "3 8606d487-9de5-436b-afaf-02773cf900f0 2016 Mets Twins \n", + "4 fabb7d45-7929-4f83-ae04-0e6c308eaf7b 2016 Pirates Brewers \n", + "5 d12c179f-f52e-401d-8453-58bfca1d0d4f 2016 Yankees Angels \n", + "6 62b6c3a3-4d0e-4c3a-b1fe-b0a6bcbbcbb1 2016 Diamondbacks Phillies \n", + "7 4119beed-2d02-4d80-bf73-7c4a5099de37 2016 Red Sox Athletics \n", + "8 32a3546f-dde0-428f-aee2-8983d72ea67e 2016 Red Sox Twins \n", + "9 9c736289-013b-4324-bf65-e764b35f921e 2016 Orioles Royals \n", + "10 1fc4aacb-55e0-4a44-9eeb-666dfc2811e4 2016 Diamondbacks Braves \n", + "11 017eea48-e435-49f9-96cf-2e7398da091a 2016 Cubs Pirates \n", + "12 b66b14b0-0779-4b47-8ef7-f7e1f5d01a29 2016 Orioles Mariners \n", + "13 702531f6-fb59-44cd-a240-14fcfeac3a06 2016 Twins Phillies \n", + "14 b4ba0d8d-3cee-4416-a328-17de07577dea 2016 Yankees Mariners \n", + "15 866bb365-541f-4a54-a797-8e4d9b1f2af5 2016 Tigers Royals \n", + "16 0c6cc3f2-41f4-4bec-bf13-083627634e4a 2016 Mets Nationals \n", + "17 8e88e37f-90a4-4fb8-adec-3942736b2950 2016 Mets Reds \n", + "18 decfca6c-4f87-4129-8c62-2e12993f2089 2016 Rangers Astros \n", + "19 530ca8e9-dd8a-4c19-9ba2-1f25a2ea8818 2016 Twins Braves \n", + "20 6431c53c-d8cd-4c75-8670-8c2577090b01 2016 Astros Cardinals \n", + "21 064dacb7-e6a4-47fe-8185-db10285192da 2016 Astros Athletics \n", + "22 9cd28c80-2ba9-44c7-a061-93f12518103b 2016 Red Sox Rangers \n", + "23 e96155d0-7ae8-4569-9dc5-038e4fe0a999 2016 Nationals Diamondbacks \n", + "24 b500a645-1cb5-451c-91d1-03729056a784 2016 Nationals Marlins \n", "\n", " duration_minutes \n", - "0 167 \n", - "1 172 \n", - "2 166 \n", - "3 182 \n", - "4 204 \n", - "5 184 \n", - "6 182 \n", - "7 191 \n", - "8 201 \n", - "9 189 \n", - "10 177 \n", - "11 183 \n", - "12 194 \n", - "13 178 \n", - "14 193 \n", - "15 160 \n", - "16 169 \n", - "17 251 \n", - "18 151 \n", - "19 153 \n", - "20 185 \n", - "21 180 \n", - "22 199 \n", - "23 175 \n", - "24 201 \n", + "0 191 \n", + "1 174 \n", + "2 168 \n", + "3 255 \n", + "4 167 \n", + "5 178 \n", + "6 214 \n", + "7 187 \n", + "8 165 \n", + "9 157 \n", + "10 175 \n", + "11 175 \n", + "12 179 \n", + "13 168 \n", + "14 201 \n", + "15 177 \n", + "16 222 \n", + "17 178 \n", + "18 195 \n", + "19 143 \n", + "20 179 \n", + "21 185 \n", + "22 201 \n", + "23 115 \n", + "24 183 \n", "...\n", "\n", "[2431 rows x 5 columns]" ] }, - "execution_count": 10, + "execution_count": 11, "metadata": {}, "output_type": "execute_result" } @@ -1577,38 +1530,14 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 12, "id": "67a7c35f-80cf-4482-80f9-7f01c7743807", "metadata": {}, "outputs": [ { "data": { "text/html": [ - "Query job bd315bd7-1f10-4f1b-9997-10a294b1f464 is DONE. 232.7 kB processed. Open Job" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "Query job 972bf072-22c2-49ef-8764-1c1109dfc0a3 is DONE. 0 Bytes processed. Open Job" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "Query job 42c0cf8a-4276-479f-b8de-dcfce94ae42a is DONE. 213.3 kB processed. Open Job" + "Query job 4a69a453-cf2f-40ba-94ed-2d8943be92e8 is DONE. 213.3 kB processed. Open Job" ], "text/plain": [ "" @@ -1648,203 +1577,203 @@ " \n", " \n", " 0\n", - " d60c6036-0ce1-4c90-8dd9-de3b403c92a8\n", + " 7283fe5e-7b8b-4d3a-b729-476cda6e4c45\n", " 2016\n", - " Nationals\n", - " Brewers\n", - " 167\n", + " Rockies\n", + " Mets\n", + " 191\n", " \n", " \n", " 1\n", - " af72a0b9-65f7-49fb-9b30-d505068bdf6d\n", + " 4f086577-3575-4b8c-a7c9-e6a05d674367\n", " 2016\n", - " Reds\n", - " Brewers\n", - " 172\n", + " Phillies\n", + " Dodgers\n", + " 174\n", " \n", " \n", " 2\n", - " f57e1271-d217-400a-aea6-2e2d7d6a59a0\n", + " 28cac4ff-bec0-4ae6-94f2-0dbc763afff2\n", " 2016\n", - " Orioles\n", - " Rays\n", - " 166\n", + " White Sox\n", + " Braves\n", + " 168\n", " \n", " \n", " 3\n", - " 198f4eed-a29f-41e2-8623-cb261e5ab370\n", + " 8606d487-9de5-436b-afaf-02773cf900f0\n", " 2016\n", - " Rockies\n", - " Giants\n", - " 182\n", + " Mets\n", + " Twins\n", + " 255\n", " \n", " \n", " 4\n", - " cb3ef033-dd57-41fd-b206-cdd3bc12c74f\n", + " fabb7d45-7929-4f83-ae04-0e6c308eaf7b\n", " 2016\n", - " Twins\n", - " Indians\n", - " 204\n", + " Pirates\n", + " Brewers\n", + " 167\n", " \n", " \n", " 5\n", - " 4be9f735-a98e-4689-87ce-852cc3a1e79d\n", + " d12c179f-f52e-401d-8453-58bfca1d0d4f\n", " 2016\n", - " Blue Jays\n", - " Orioles\n", - " 184\n", + " Yankees\n", + " Angels\n", + " 178\n", " \n", " \n", " 6\n", - " 0b2de8c3-11d9-4f0f-a186-25b59f34a5d8\n", + " 62b6c3a3-4d0e-4c3a-b1fe-b0a6bcbbcbb1\n", " 2016\n", - " Yankees\n", - " Mets\n", - " 182\n", + " Diamondbacks\n", + " Phillies\n", + " 214\n", " \n", " \n", " 7\n", - " 60d80663-6ced-44aa-aad9-0f4bf8d3b4d2\n", + " 4119beed-2d02-4d80-bf73-7c4a5099de37\n", " 2016\n", " Red Sox\n", - " Rays\n", - " 191\n", + " Athletics\n", + " 187\n", " \n", " \n", " 8\n", - " 7e1c2095-4fea-454c-8773-096ceb6fb05c\n", + " 32a3546f-dde0-428f-aee2-8983d72ea67e\n", " 2016\n", - " Cardinals\n", - " Pirates\n", - " 201\n", + " Red Sox\n", + " Twins\n", + " 165\n", " \n", " \n", " 9\n", - " f7f24ce3-7f9d-4e8a-986e-095db847c4c1\n", + " 9c736289-013b-4324-bf65-e764b35f921e\n", " 2016\n", - " Rays\n", - " Twins\n", - " 189\n", + " Orioles\n", + " Royals\n", + " 157\n", " \n", " \n", " 10\n", - " 5c26e7fc-c99f-48b4-92c1-4a7208c8cfe9\n", + " 1fc4aacb-55e0-4a44-9eeb-666dfc2811e4\n", " 2016\n", - " Rays\n", - " Twins\n", - " 177\n", + " Diamondbacks\n", + " Braves\n", + " 175\n", " \n", " \n", " 11\n", - " 6d2cab13-dd85-477a-8769-669069f85836\n", + " 017eea48-e435-49f9-96cf-2e7398da091a\n", " 2016\n", - " Royals\n", - " Rays\n", - " 183\n", + " Cubs\n", + " Pirates\n", + " 175\n", " \n", " \n", " 12\n", - " bca90342-7ddc-468e-b189-d43fad7528ec\n", + " b66b14b0-0779-4b47-8ef7-f7e1f5d01a29\n", " 2016\n", - " Astros\n", - " Rays\n", - " 194\n", + " Orioles\n", + " Mariners\n", + " 179\n", " \n", " \n", " 13\n", - " 630f4f78-03cc-43c1-9e57-ababb9c11418\n", + " 702531f6-fb59-44cd-a240-14fcfeac3a06\n", " 2016\n", - " Dodgers\n", - " Giants\n", - " 178\n", + " Twins\n", + " Phillies\n", + " 168\n", " \n", " \n", " 14\n", - " c0cf1376-1115-4a2f-b457-3f82bbc41a89\n", + " b4ba0d8d-3cee-4416-a328-17de07577dea\n", " 2016\n", - " Tigers\n", - " White Sox\n", - " 193\n", + " Yankees\n", + " Mariners\n", + " 201\n", " \n", " \n", " 15\n", - " 46463c50-0f5c-4dca-a661-dd194464e791\n", + " 866bb365-541f-4a54-a797-8e4d9b1f2af5\n", " 2016\n", - " Cardinals\n", - " Cubs\n", - " 160\n", + " Tigers\n", + " Royals\n", + " 177\n", " \n", " \n", " 16\n", - " 392ad56d-972e-4f77-98e2-5f8577931cf8\n", + " 0c6cc3f2-41f4-4bec-bf13-083627634e4a\n", " 2016\n", - " Giants\n", - " Cardinals\n", - " 169\n", + " Mets\n", + " Nationals\n", + " 222\n", " \n", " \n", " 17\n", - " 307730fa-bbed-4221-b4e6-a2492f546fd5\n", + " 8e88e37f-90a4-4fb8-adec-3942736b2950\n", " 2016\n", - " Red Sox\n", - " Twins\n", - " 251\n", + " Mets\n", + " Reds\n", + " 178\n", " \n", " \n", " 18\n", - " 1cbc558f-7615-4fa9-bf97-7ccd62040d6f\n", + " decfca6c-4f87-4129-8c62-2e12993f2089\n", " 2016\n", - " Mets\n", - " Braves\n", - " 151\n", + " Rangers\n", + " Astros\n", + " 195\n", " \n", " \n", " 19\n", - " 723348ba-1645-43fc-9e22-92994f7a63bd\n", + " 530ca8e9-dd8a-4c19-9ba2-1f25a2ea8818\n", " 2016\n", - " Athletics\n", " Twins\n", - " 153\n", + " Braves\n", + " 143\n", " \n", " \n", " 20\n", - " ffbd6ecc-82e1-4e5d-9bd1-4ea210be5992\n", + " 6431c53c-d8cd-4c75-8670-8c2577090b01\n", " 2016\n", - " Twins\n", - " Marlins\n", - " 185\n", + " Astros\n", + " Cardinals\n", + " 179\n", " \n", " \n", " 21\n", - " f2747230-7df5-4535-a475-a1c823d0d654\n", + " 064dacb7-e6a4-47fe-8185-db10285192da\n", " 2016\n", - " Twins\n", - " Yankees\n", - " 180\n", + " Astros\n", + " Athletics\n", + " 185\n", " \n", " \n", " 22\n", - " db3b6f35-a7a4-430a-8703-2b2f25103e17\n", + " 9cd28c80-2ba9-44c7-a061-93f12518103b\n", " 2016\n", - " White Sox\n", - " Orioles\n", - " 199\n", + " Red Sox\n", + " Rangers\n", + " 201\n", " \n", " \n", " 23\n", - " 5fc8c6f0-a70e-4d1b-877f-eb1ec8e6f636\n", + " e96155d0-7ae8-4569-9dc5-038e4fe0a999\n", " 2016\n", + " Nationals\n", " Diamondbacks\n", - " Giants\n", - " 175\n", + " 115\n", " \n", " \n", " 24\n", - " 95d548b6-2da8-4644-812e-b277fec5b91f\n", + " b500a645-1cb5-451c-91d1-03729056a784\n", " 2016\n", - " Braves\n", - " Mets\n", - " 201\n", + " Nationals\n", + " Marlins\n", + " 183\n", " \n", " \n", "\n", @@ -1852,65 +1781,65 @@ "[2431 rows x 5 columns in total]" ], "text/plain": [ - " gameId year homeTeamName awayTeamName \\\n", - "0 d60c6036-0ce1-4c90-8dd9-de3b403c92a8 2016 Nationals Brewers \n", - "1 af72a0b9-65f7-49fb-9b30-d505068bdf6d 2016 Reds Brewers \n", - "2 f57e1271-d217-400a-aea6-2e2d7d6a59a0 2016 Orioles Rays \n", - "3 198f4eed-a29f-41e2-8623-cb261e5ab370 2016 Rockies Giants \n", - "4 cb3ef033-dd57-41fd-b206-cdd3bc12c74f 2016 Twins Indians \n", - "5 4be9f735-a98e-4689-87ce-852cc3a1e79d 2016 Blue Jays Orioles \n", - "6 0b2de8c3-11d9-4f0f-a186-25b59f34a5d8 2016 Yankees Mets \n", - "7 60d80663-6ced-44aa-aad9-0f4bf8d3b4d2 2016 Red Sox Rays \n", - "8 7e1c2095-4fea-454c-8773-096ceb6fb05c 2016 Cardinals Pirates \n", - "9 f7f24ce3-7f9d-4e8a-986e-095db847c4c1 2016 Rays Twins \n", - "10 5c26e7fc-c99f-48b4-92c1-4a7208c8cfe9 2016 Rays Twins \n", - "11 6d2cab13-dd85-477a-8769-669069f85836 2016 Royals Rays \n", - "12 bca90342-7ddc-468e-b189-d43fad7528ec 2016 Astros Rays \n", - "13 630f4f78-03cc-43c1-9e57-ababb9c11418 2016 Dodgers Giants \n", - "14 c0cf1376-1115-4a2f-b457-3f82bbc41a89 2016 Tigers White Sox \n", - "15 46463c50-0f5c-4dca-a661-dd194464e791 2016 Cardinals Cubs \n", - "16 392ad56d-972e-4f77-98e2-5f8577931cf8 2016 Giants Cardinals \n", - "17 307730fa-bbed-4221-b4e6-a2492f546fd5 2016 Red Sox Twins \n", - "18 1cbc558f-7615-4fa9-bf97-7ccd62040d6f 2016 Mets Braves \n", - "19 723348ba-1645-43fc-9e22-92994f7a63bd 2016 Athletics Twins \n", - "20 ffbd6ecc-82e1-4e5d-9bd1-4ea210be5992 2016 Twins Marlins \n", - "21 f2747230-7df5-4535-a475-a1c823d0d654 2016 Twins Yankees \n", - "22 db3b6f35-a7a4-430a-8703-2b2f25103e17 2016 White Sox Orioles \n", - "23 5fc8c6f0-a70e-4d1b-877f-eb1ec8e6f636 2016 Diamondbacks Giants \n", - "24 95d548b6-2da8-4644-812e-b277fec5b91f 2016 Braves Mets \n", + " gameId year homeTeamName awayTeamName \\\n", + "0 7283fe5e-7b8b-4d3a-b729-476cda6e4c45 2016 Rockies Mets \n", + "1 4f086577-3575-4b8c-a7c9-e6a05d674367 2016 Phillies Dodgers \n", + "2 28cac4ff-bec0-4ae6-94f2-0dbc763afff2 2016 White Sox Braves \n", + "3 8606d487-9de5-436b-afaf-02773cf900f0 2016 Mets Twins \n", + "4 fabb7d45-7929-4f83-ae04-0e6c308eaf7b 2016 Pirates Brewers \n", + "5 d12c179f-f52e-401d-8453-58bfca1d0d4f 2016 Yankees Angels \n", + "6 62b6c3a3-4d0e-4c3a-b1fe-b0a6bcbbcbb1 2016 Diamondbacks Phillies \n", + "7 4119beed-2d02-4d80-bf73-7c4a5099de37 2016 Red Sox Athletics \n", + "8 32a3546f-dde0-428f-aee2-8983d72ea67e 2016 Red Sox Twins \n", + "9 9c736289-013b-4324-bf65-e764b35f921e 2016 Orioles Royals \n", + "10 1fc4aacb-55e0-4a44-9eeb-666dfc2811e4 2016 Diamondbacks Braves \n", + "11 017eea48-e435-49f9-96cf-2e7398da091a 2016 Cubs Pirates \n", + "12 b66b14b0-0779-4b47-8ef7-f7e1f5d01a29 2016 Orioles Mariners \n", + "13 702531f6-fb59-44cd-a240-14fcfeac3a06 2016 Twins Phillies \n", + "14 b4ba0d8d-3cee-4416-a328-17de07577dea 2016 Yankees Mariners \n", + "15 866bb365-541f-4a54-a797-8e4d9b1f2af5 2016 Tigers Royals \n", + "16 0c6cc3f2-41f4-4bec-bf13-083627634e4a 2016 Mets Nationals \n", + "17 8e88e37f-90a4-4fb8-adec-3942736b2950 2016 Mets Reds \n", + "18 decfca6c-4f87-4129-8c62-2e12993f2089 2016 Rangers Astros \n", + "19 530ca8e9-dd8a-4c19-9ba2-1f25a2ea8818 2016 Twins Braves \n", + "20 6431c53c-d8cd-4c75-8670-8c2577090b01 2016 Astros Cardinals \n", + "21 064dacb7-e6a4-47fe-8185-db10285192da 2016 Astros Athletics \n", + "22 9cd28c80-2ba9-44c7-a061-93f12518103b 2016 Red Sox Rangers \n", + "23 e96155d0-7ae8-4569-9dc5-038e4fe0a999 2016 Nationals Diamondbacks \n", + "24 b500a645-1cb5-451c-91d1-03729056a784 2016 Nationals Marlins \n", "\n", " duration_minutes \n", - "0 167 \n", - "1 172 \n", - "2 166 \n", - "3 182 \n", - "4 204 \n", - "5 184 \n", - "6 182 \n", - "7 191 \n", - "8 201 \n", - "9 189 \n", - "10 177 \n", - "11 183 \n", - "12 194 \n", - "13 178 \n", - "14 193 \n", - "15 160 \n", - "16 169 \n", - "17 251 \n", - "18 151 \n", - "19 153 \n", - "20 185 \n", - "21 180 \n", - "22 199 \n", - "23 175 \n", - "24 201 \n", + "0 191 \n", + "1 174 \n", + "2 168 \n", + "3 255 \n", + "4 167 \n", + "5 178 \n", + "6 214 \n", + "7 187 \n", + "8 165 \n", + "9 157 \n", + "10 175 \n", + "11 175 \n", + "12 179 \n", + "13 168 \n", + "14 201 \n", + "15 177 \n", + "16 222 \n", + "17 178 \n", + "18 195 \n", + "19 143 \n", + "20 179 \n", + "21 185 \n", + "22 201 \n", + "23 115 \n", + "24 183 \n", "...\n", "\n", "[2431 rows x 5 columns]" ] }, - "execution_count": 11, + "execution_count": 12, "metadata": {}, "output_type": "execute_result" } @@ -1931,26 +1860,14 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 13, "id": "3f09ff32-ef43-4fab-a86b-8868afc34363", "metadata": {}, "outputs": [ { "data": { "text/html": [ - "Query job 3c859587-582d-4b68-8b35-7072b9a42346 is DONE. 0 Bytes processed. Open Job" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "Query job 15bf1d87-152a-45a5-b000-e8e72ce6a982 is DONE. 152.8 kB processed. Open Job" + "Query job e45a17ee-2766-458c-92b0-77829f1cb156 is DONE. 152.8 kB processed. Open Job" ], "text/plain": [ "" @@ -1987,128 +1904,128 @@ " \n", " \n", " 0\n", - " d60c6036-0ce1-4c90-8dd9-de3b403c92a8\n", - " Nationals\n", + " 7283fe5e-7b8b-4d3a-b729-476cda6e4c45\n", + " Rockies\n", " \n", " \n", " 1\n", - " af72a0b9-65f7-49fb-9b30-d505068bdf6d\n", - " Reds\n", + " 4f086577-3575-4b8c-a7c9-e6a05d674367\n", + " Phillies\n", " \n", " \n", " 2\n", - " f57e1271-d217-400a-aea6-2e2d7d6a59a0\n", - " Orioles\n", + " 28cac4ff-bec0-4ae6-94f2-0dbc763afff2\n", + " White Sox\n", " \n", " \n", " 3\n", - " 198f4eed-a29f-41e2-8623-cb261e5ab370\n", - " Rockies\n", + " 8606d487-9de5-436b-afaf-02773cf900f0\n", + " Mets\n", " \n", " \n", " 4\n", - " cb3ef033-dd57-41fd-b206-cdd3bc12c74f\n", - " Twins\n", + " fabb7d45-7929-4f83-ae04-0e6c308eaf7b\n", + " Pirates\n", " \n", " \n", " 5\n", - " 4be9f735-a98e-4689-87ce-852cc3a1e79d\n", - " Blue Jays\n", + " d12c179f-f52e-401d-8453-58bfca1d0d4f\n", + " Yankees\n", " \n", " \n", " 6\n", - " 0b2de8c3-11d9-4f0f-a186-25b59f34a5d8\n", - " Yankees\n", + " 62b6c3a3-4d0e-4c3a-b1fe-b0a6bcbbcbb1\n", + " Diamondbacks\n", " \n", " \n", " 7\n", - " 60d80663-6ced-44aa-aad9-0f4bf8d3b4d2\n", + " 4119beed-2d02-4d80-bf73-7c4a5099de37\n", " Red Sox\n", " \n", " \n", " 8\n", - " 7e1c2095-4fea-454c-8773-096ceb6fb05c\n", - " Cardinals\n", + " 32a3546f-dde0-428f-aee2-8983d72ea67e\n", + " Red Sox\n", " \n", " \n", " 9\n", - " f7f24ce3-7f9d-4e8a-986e-095db847c4c1\n", - " Rays\n", + " 9c736289-013b-4324-bf65-e764b35f921e\n", + " Orioles\n", " \n", " \n", " 10\n", - " 5c26e7fc-c99f-48b4-92c1-4a7208c8cfe9\n", - " Rays\n", + " 1fc4aacb-55e0-4a44-9eeb-666dfc2811e4\n", + " Diamondbacks\n", " \n", " \n", " 11\n", - " 6d2cab13-dd85-477a-8769-669069f85836\n", - " Royals\n", + " 017eea48-e435-49f9-96cf-2e7398da091a\n", + " Cubs\n", " \n", " \n", " 12\n", - " bca90342-7ddc-468e-b189-d43fad7528ec\n", - " Astros\n", + " b66b14b0-0779-4b47-8ef7-f7e1f5d01a29\n", + " Orioles\n", " \n", " \n", " 13\n", - " 630f4f78-03cc-43c1-9e57-ababb9c11418\n", - " Dodgers\n", + " 702531f6-fb59-44cd-a240-14fcfeac3a06\n", + " Twins\n", " \n", " \n", " 14\n", - " c0cf1376-1115-4a2f-b457-3f82bbc41a89\n", - " Tigers\n", + " b4ba0d8d-3cee-4416-a328-17de07577dea\n", + " Yankees\n", " \n", " \n", " 15\n", - " 46463c50-0f5c-4dca-a661-dd194464e791\n", - " Cardinals\n", + " 866bb365-541f-4a54-a797-8e4d9b1f2af5\n", + " Tigers\n", " \n", " \n", " 16\n", - " 392ad56d-972e-4f77-98e2-5f8577931cf8\n", - " Giants\n", + " 0c6cc3f2-41f4-4bec-bf13-083627634e4a\n", + " Mets\n", " \n", " \n", " 17\n", - " 307730fa-bbed-4221-b4e6-a2492f546fd5\n", - " Red Sox\n", + " 8e88e37f-90a4-4fb8-adec-3942736b2950\n", + " Mets\n", " \n", " \n", " 18\n", - " 1cbc558f-7615-4fa9-bf97-7ccd62040d6f\n", - " Mets\n", + " decfca6c-4f87-4129-8c62-2e12993f2089\n", + " Rangers\n", " \n", " \n", " 19\n", - " 723348ba-1645-43fc-9e22-92994f7a63bd\n", - " Athletics\n", + " 530ca8e9-dd8a-4c19-9ba2-1f25a2ea8818\n", + " Twins\n", " \n", " \n", " 20\n", - " ffbd6ecc-82e1-4e5d-9bd1-4ea210be5992\n", - " Twins\n", + " 6431c53c-d8cd-4c75-8670-8c2577090b01\n", + " Astros\n", " \n", " \n", " 21\n", - " f2747230-7df5-4535-a475-a1c823d0d654\n", - " Twins\n", + " 064dacb7-e6a4-47fe-8185-db10285192da\n", + " Astros\n", " \n", " \n", " 22\n", - " db3b6f35-a7a4-430a-8703-2b2f25103e17\n", - " White Sox\n", + " 9cd28c80-2ba9-44c7-a061-93f12518103b\n", + " Red Sox\n", " \n", " \n", " 23\n", - " 5fc8c6f0-a70e-4d1b-877f-eb1ec8e6f636\n", - " Diamondbacks\n", + " e96155d0-7ae8-4569-9dc5-038e4fe0a999\n", + " Nationals\n", " \n", " \n", " 24\n", - " 95d548b6-2da8-4644-812e-b277fec5b91f\n", - " Braves\n", + " b500a645-1cb5-451c-91d1-03729056a784\n", + " Nationals\n", " \n", " \n", "\n", @@ -2117,37 +2034,37 @@ ], "text/plain": [ " gameId homeTeamName\n", - "0 d60c6036-0ce1-4c90-8dd9-de3b403c92a8 Nationals\n", - "1 af72a0b9-65f7-49fb-9b30-d505068bdf6d Reds\n", - "2 f57e1271-d217-400a-aea6-2e2d7d6a59a0 Orioles\n", - "3 198f4eed-a29f-41e2-8623-cb261e5ab370 Rockies\n", - "4 cb3ef033-dd57-41fd-b206-cdd3bc12c74f Twins\n", - "5 4be9f735-a98e-4689-87ce-852cc3a1e79d Blue Jays\n", - "6 0b2de8c3-11d9-4f0f-a186-25b59f34a5d8 Yankees\n", - "7 60d80663-6ced-44aa-aad9-0f4bf8d3b4d2 Red Sox\n", - "8 7e1c2095-4fea-454c-8773-096ceb6fb05c Cardinals\n", - "9 f7f24ce3-7f9d-4e8a-986e-095db847c4c1 Rays\n", - "10 5c26e7fc-c99f-48b4-92c1-4a7208c8cfe9 Rays\n", - "11 6d2cab13-dd85-477a-8769-669069f85836 Royals\n", - "12 bca90342-7ddc-468e-b189-d43fad7528ec Astros\n", - "13 630f4f78-03cc-43c1-9e57-ababb9c11418 Dodgers\n", - "14 c0cf1376-1115-4a2f-b457-3f82bbc41a89 Tigers\n", - "15 46463c50-0f5c-4dca-a661-dd194464e791 Cardinals\n", - "16 392ad56d-972e-4f77-98e2-5f8577931cf8 Giants\n", - "17 307730fa-bbed-4221-b4e6-a2492f546fd5 Red Sox\n", - "18 1cbc558f-7615-4fa9-bf97-7ccd62040d6f Mets\n", - "19 723348ba-1645-43fc-9e22-92994f7a63bd Athletics\n", - "20 ffbd6ecc-82e1-4e5d-9bd1-4ea210be5992 Twins\n", - "21 f2747230-7df5-4535-a475-a1c823d0d654 Twins\n", - "22 db3b6f35-a7a4-430a-8703-2b2f25103e17 White Sox\n", - "23 5fc8c6f0-a70e-4d1b-877f-eb1ec8e6f636 Diamondbacks\n", - "24 95d548b6-2da8-4644-812e-b277fec5b91f Braves\n", + "0 7283fe5e-7b8b-4d3a-b729-476cda6e4c45 Rockies\n", + "1 4f086577-3575-4b8c-a7c9-e6a05d674367 Phillies\n", + "2 28cac4ff-bec0-4ae6-94f2-0dbc763afff2 White Sox\n", + "3 8606d487-9de5-436b-afaf-02773cf900f0 Mets\n", + "4 fabb7d45-7929-4f83-ae04-0e6c308eaf7b Pirates\n", + "5 d12c179f-f52e-401d-8453-58bfca1d0d4f Yankees\n", + "6 62b6c3a3-4d0e-4c3a-b1fe-b0a6bcbbcbb1 Diamondbacks\n", + "7 4119beed-2d02-4d80-bf73-7c4a5099de37 Red Sox\n", + "8 32a3546f-dde0-428f-aee2-8983d72ea67e Red Sox\n", + "9 9c736289-013b-4324-bf65-e764b35f921e Orioles\n", + "10 1fc4aacb-55e0-4a44-9eeb-666dfc2811e4 Diamondbacks\n", + "11 017eea48-e435-49f9-96cf-2e7398da091a Cubs\n", + "12 b66b14b0-0779-4b47-8ef7-f7e1f5d01a29 Orioles\n", + "13 702531f6-fb59-44cd-a240-14fcfeac3a06 Twins\n", + "14 b4ba0d8d-3cee-4416-a328-17de07577dea Yankees\n", + "15 866bb365-541f-4a54-a797-8e4d9b1f2af5 Tigers\n", + "16 0c6cc3f2-41f4-4bec-bf13-083627634e4a Mets\n", + "17 8e88e37f-90a4-4fb8-adec-3942736b2950 Mets\n", + "18 decfca6c-4f87-4129-8c62-2e12993f2089 Rangers\n", + "19 530ca8e9-dd8a-4c19-9ba2-1f25a2ea8818 Twins\n", + "20 6431c53c-d8cd-4c75-8670-8c2577090b01 Astros\n", + "21 064dacb7-e6a4-47fe-8185-db10285192da Astros\n", + "22 9cd28c80-2ba9-44c7-a061-93f12518103b Red Sox\n", + "23 e96155d0-7ae8-4569-9dc5-038e4fe0a999 Nationals\n", + "24 b500a645-1cb5-451c-91d1-03729056a784 Nationals\n", "...\n", "\n", "[2431 rows x 2 columns]" ] }, - "execution_count": 12, + "execution_count": 13, "metadata": {}, "output_type": "execute_result" } @@ -2159,38 +2076,14 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 14, "id": "5331d2c8-7912-4d96-8da1-f64b57374df3", "metadata": {}, "outputs": [ { "data": { "text/html": [ - "Query job 262a8d65-8eb7-4769-b26d-4a1d93f19950 is DONE. 152.8 kB processed. Open Job" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "Query job a18f6c86-dbff-4846-8d21-8f8c1d700a80 is DONE. 0 Bytes processed. Open Job" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "Query job 9cc89303-be7a-4c34-b4c0-d1d75837a1e4 is DONE. 126 Bytes processed. Open Job" + "Query job 79cb01b3-823f-4cb4-8684-785c367d595e is DONE. 152.8 kB processed. Open Job" ], "text/plain": [ "" @@ -2227,13 +2120,13 @@ " \n", " \n", " 0\n", - " d60c6036-0ce1-4c90-8dd9-de3b403c92a8\n", - " Brewers\n", + " 7283fe5e-7b8b-4d3a-b729-476cda6e4c45\n", + " Mets\n", " \n", " \n", " 1\n", - " af72a0b9-65f7-49fb-9b30-d505068bdf6d\n", - " Brewers\n", + " 4f086577-3575-4b8c-a7c9-e6a05d674367\n", + " Dodgers\n", " \n", " \n", "\n", @@ -2242,13 +2135,13 @@ ], "text/plain": [ " gameId awayTeamName\n", - "0 d60c6036-0ce1-4c90-8dd9-de3b403c92a8 Brewers\n", - "1 af72a0b9-65f7-49fb-9b30-d505068bdf6d Brewers\n", + "0 7283fe5e-7b8b-4d3a-b729-476cda6e4c45 Mets\n", + "1 4f086577-3575-4b8c-a7c9-e6a05d674367 Dodgers\n", "\n", "[2 rows x 2 columns]" ] }, - "execution_count": 13, + "execution_count": 14, "metadata": {}, "output_type": "execute_result" } @@ -2260,38 +2153,14 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 15, "id": "a574ad3e-a219-454c-8bb5-c5ed6627f2c6", "metadata": {}, "outputs": [ { "data": { "text/html": [ - "Query job 1edf3455-802d-4b93-900b-9677cb43955a is DONE. 133.5 kB processed. Open Job" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "Query job 98cccaa5-e630-4edf-bc15-2823e89aecb6 is DONE. 0 Bytes processed. Open Job" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "Query job 91af749e-6afa-488a-83da-1257667460f0 is DONE. 143 Bytes processed. Open Job" + "Query job b4072a9f-5ce8-43aa-b7a1-69cbeb496804 is DONE. 133.5 kB processed. Open Job" ], "text/plain": [ "" @@ -2329,15 +2198,15 @@ " \n", " \n", " 0\n", - " d60c6036-0ce1-4c90-8dd9-de3b403c92a8\n", - " Nationals\n", - " Brewers\n", + " 7283fe5e-7b8b-4d3a-b729-476cda6e4c45\n", + " Rockies\n", + " Mets\n", " \n", " \n", " 1\n", - " af72a0b9-65f7-49fb-9b30-d505068bdf6d\n", - " Reds\n", - " Brewers\n", + " 4f086577-3575-4b8c-a7c9-e6a05d674367\n", + " Phillies\n", + " Dodgers\n", " \n", " \n", "\n", @@ -2346,13 +2215,13 @@ ], "text/plain": [ " gameId homeTeamName awayTeamName\n", - "0 d60c6036-0ce1-4c90-8dd9-de3b403c92a8 Nationals Brewers\n", - "1 af72a0b9-65f7-49fb-9b30-d505068bdf6d Reds Brewers\n", + "0 7283fe5e-7b8b-4d3a-b729-476cda6e4c45 Rockies Mets\n", + "1 4f086577-3575-4b8c-a7c9-e6a05d674367 Phillies Dodgers\n", "\n", "[2 rows x 3 columns]" ] }, - "execution_count": 14, + "execution_count": 15, "metadata": {}, "output_type": "execute_result" } @@ -2363,38 +2232,14 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 16, "id": "288e7a95-a077-46c4-8fe6-802474c01f8b", "metadata": {}, "outputs": [ { "data": { "text/html": [ - "Query job dfe4d1ec-9a3d-4877-ab39-bb6f1c38d070 is DONE. 133.5 kB processed. Open Job" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "Query job 6261a857-d256-4051-8af5-c6b04fb2795f is DONE. 0 Bytes processed. Open Job" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "Query job df400799-b054-4969-83a0-089fb2b25fdd is DONE. 152.9 kB processed. Open Job" + "Query job 0077367d-60de-46f5-9fd0-796a2eb146e3 is DONE. 133.5 kB processed. Open Job" ], "text/plain": [ "" @@ -2432,152 +2277,152 @@ " \n", " \n", " 0\n", - " d60c6036-0ce1-4c90-8dd9-de3b403c92a8\n", - " Nationals\n", - " Brewers\n", + " 7283fe5e-7b8b-4d3a-b729-476cda6e4c45\n", + " Rockies\n", + " Mets\n", " \n", " \n", " 1\n", - " af72a0b9-65f7-49fb-9b30-d505068bdf6d\n", - " Reds\n", - " Brewers\n", + " 4f086577-3575-4b8c-a7c9-e6a05d674367\n", + " Phillies\n", + " Dodgers\n", " \n", " \n", " 2\n", - " f57e1271-d217-400a-aea6-2e2d7d6a59a0\n", - " Orioles\n", + " 28cac4ff-bec0-4ae6-94f2-0dbc763afff2\n", + " White Sox\n", " <NA>\n", " \n", " \n", " 3\n", - " 198f4eed-a29f-41e2-8623-cb261e5ab370\n", - " Rockies\n", + " 8606d487-9de5-436b-afaf-02773cf900f0\n", + " Mets\n", " <NA>\n", " \n", " \n", " 4\n", - " cb3ef033-dd57-41fd-b206-cdd3bc12c74f\n", - " Twins\n", + " fabb7d45-7929-4f83-ae04-0e6c308eaf7b\n", + " Pirates\n", " <NA>\n", " \n", " \n", " 5\n", - " 4be9f735-a98e-4689-87ce-852cc3a1e79d\n", - " Blue Jays\n", + " d12c179f-f52e-401d-8453-58bfca1d0d4f\n", + " Yankees\n", " <NA>\n", " \n", " \n", " 6\n", - " 0b2de8c3-11d9-4f0f-a186-25b59f34a5d8\n", - " Yankees\n", + " 62b6c3a3-4d0e-4c3a-b1fe-b0a6bcbbcbb1\n", + " Diamondbacks\n", " <NA>\n", " \n", " \n", " 7\n", - " 60d80663-6ced-44aa-aad9-0f4bf8d3b4d2\n", + " 4119beed-2d02-4d80-bf73-7c4a5099de37\n", " Red Sox\n", " <NA>\n", " \n", " \n", " 8\n", - " 7e1c2095-4fea-454c-8773-096ceb6fb05c\n", - " Cardinals\n", + " 32a3546f-dde0-428f-aee2-8983d72ea67e\n", + " Red Sox\n", " <NA>\n", " \n", " \n", " 9\n", - " f7f24ce3-7f9d-4e8a-986e-095db847c4c1\n", - " Rays\n", + " 9c736289-013b-4324-bf65-e764b35f921e\n", + " Orioles\n", " <NA>\n", " \n", " \n", " 10\n", - " 5c26e7fc-c99f-48b4-92c1-4a7208c8cfe9\n", - " Rays\n", + " 1fc4aacb-55e0-4a44-9eeb-666dfc2811e4\n", + " Diamondbacks\n", " <NA>\n", " \n", " \n", " 11\n", - " 6d2cab13-dd85-477a-8769-669069f85836\n", - " Royals\n", + " 017eea48-e435-49f9-96cf-2e7398da091a\n", + " Cubs\n", " <NA>\n", " \n", " \n", " 12\n", - " bca90342-7ddc-468e-b189-d43fad7528ec\n", - " Astros\n", + " b66b14b0-0779-4b47-8ef7-f7e1f5d01a29\n", + " Orioles\n", " <NA>\n", " \n", " \n", " 13\n", - " 630f4f78-03cc-43c1-9e57-ababb9c11418\n", - " Dodgers\n", + " 702531f6-fb59-44cd-a240-14fcfeac3a06\n", + " Twins\n", " <NA>\n", " \n", " \n", " 14\n", - " c0cf1376-1115-4a2f-b457-3f82bbc41a89\n", - " Tigers\n", + " b4ba0d8d-3cee-4416-a328-17de07577dea\n", + " Yankees\n", " <NA>\n", " \n", " \n", " 15\n", - " 46463c50-0f5c-4dca-a661-dd194464e791\n", - " Cardinals\n", + " 866bb365-541f-4a54-a797-8e4d9b1f2af5\n", + " Tigers\n", " <NA>\n", " \n", " \n", " 16\n", - " 392ad56d-972e-4f77-98e2-5f8577931cf8\n", - " Giants\n", + " 0c6cc3f2-41f4-4bec-bf13-083627634e4a\n", + " Mets\n", " <NA>\n", " \n", " \n", " 17\n", - " 307730fa-bbed-4221-b4e6-a2492f546fd5\n", - " Red Sox\n", + " 8e88e37f-90a4-4fb8-adec-3942736b2950\n", + " Mets\n", " <NA>\n", " \n", " \n", " 18\n", - " 1cbc558f-7615-4fa9-bf97-7ccd62040d6f\n", - " Mets\n", + " decfca6c-4f87-4129-8c62-2e12993f2089\n", + " Rangers\n", " <NA>\n", " \n", " \n", " 19\n", - " 723348ba-1645-43fc-9e22-92994f7a63bd\n", - " Athletics\n", + " 530ca8e9-dd8a-4c19-9ba2-1f25a2ea8818\n", + " Twins\n", " <NA>\n", " \n", " \n", " 20\n", - " ffbd6ecc-82e1-4e5d-9bd1-4ea210be5992\n", - " Twins\n", + " 6431c53c-d8cd-4c75-8670-8c2577090b01\n", + " Astros\n", " <NA>\n", " \n", " \n", " 21\n", - " f2747230-7df5-4535-a475-a1c823d0d654\n", - " Twins\n", + " 064dacb7-e6a4-47fe-8185-db10285192da\n", + " Astros\n", " <NA>\n", " \n", " \n", " 22\n", - " db3b6f35-a7a4-430a-8703-2b2f25103e17\n", - " White Sox\n", + " 9cd28c80-2ba9-44c7-a061-93f12518103b\n", + " Red Sox\n", " <NA>\n", " \n", " \n", " 23\n", - " 5fc8c6f0-a70e-4d1b-877f-eb1ec8e6f636\n", - " Diamondbacks\n", + " e96155d0-7ae8-4569-9dc5-038e4fe0a999\n", + " Nationals\n", " <NA>\n", " \n", " \n", " 24\n", - " 95d548b6-2da8-4644-812e-b277fec5b91f\n", - " Braves\n", + " b500a645-1cb5-451c-91d1-03729056a784\n", + " Nationals\n", " <NA>\n", " \n", " \n", @@ -2587,37 +2432,37 @@ ], "text/plain": [ " gameId homeTeamName awayTeamName\n", - "0 d60c6036-0ce1-4c90-8dd9-de3b403c92a8 Nationals Brewers\n", - "1 af72a0b9-65f7-49fb-9b30-d505068bdf6d Reds Brewers\n", - "2 f57e1271-d217-400a-aea6-2e2d7d6a59a0 Orioles \n", - "3 198f4eed-a29f-41e2-8623-cb261e5ab370 Rockies \n", - "4 cb3ef033-dd57-41fd-b206-cdd3bc12c74f Twins \n", - "5 4be9f735-a98e-4689-87ce-852cc3a1e79d Blue Jays \n", - "6 0b2de8c3-11d9-4f0f-a186-25b59f34a5d8 Yankees \n", - "7 60d80663-6ced-44aa-aad9-0f4bf8d3b4d2 Red Sox \n", - "8 7e1c2095-4fea-454c-8773-096ceb6fb05c Cardinals \n", - "9 f7f24ce3-7f9d-4e8a-986e-095db847c4c1 Rays \n", - "10 5c26e7fc-c99f-48b4-92c1-4a7208c8cfe9 Rays \n", - "11 6d2cab13-dd85-477a-8769-669069f85836 Royals \n", - "12 bca90342-7ddc-468e-b189-d43fad7528ec Astros \n", - "13 630f4f78-03cc-43c1-9e57-ababb9c11418 Dodgers \n", - "14 c0cf1376-1115-4a2f-b457-3f82bbc41a89 Tigers \n", - "15 46463c50-0f5c-4dca-a661-dd194464e791 Cardinals \n", - "16 392ad56d-972e-4f77-98e2-5f8577931cf8 Giants \n", - "17 307730fa-bbed-4221-b4e6-a2492f546fd5 Red Sox \n", - "18 1cbc558f-7615-4fa9-bf97-7ccd62040d6f Mets \n", - "19 723348ba-1645-43fc-9e22-92994f7a63bd Athletics \n", - "20 ffbd6ecc-82e1-4e5d-9bd1-4ea210be5992 Twins \n", - "21 f2747230-7df5-4535-a475-a1c823d0d654 Twins \n", - "22 db3b6f35-a7a4-430a-8703-2b2f25103e17 White Sox \n", - "23 5fc8c6f0-a70e-4d1b-877f-eb1ec8e6f636 Diamondbacks \n", - "24 95d548b6-2da8-4644-812e-b277fec5b91f Braves \n", + "0 7283fe5e-7b8b-4d3a-b729-476cda6e4c45 Rockies Mets\n", + "1 4f086577-3575-4b8c-a7c9-e6a05d674367 Phillies Dodgers\n", + "2 28cac4ff-bec0-4ae6-94f2-0dbc763afff2 White Sox \n", + "3 8606d487-9de5-436b-afaf-02773cf900f0 Mets \n", + "4 fabb7d45-7929-4f83-ae04-0e6c308eaf7b Pirates \n", + "5 d12c179f-f52e-401d-8453-58bfca1d0d4f Yankees \n", + "6 62b6c3a3-4d0e-4c3a-b1fe-b0a6bcbbcbb1 Diamondbacks \n", + "7 4119beed-2d02-4d80-bf73-7c4a5099de37 Red Sox \n", + "8 32a3546f-dde0-428f-aee2-8983d72ea67e Red Sox \n", + "9 9c736289-013b-4324-bf65-e764b35f921e Orioles \n", + "10 1fc4aacb-55e0-4a44-9eeb-666dfc2811e4 Diamondbacks \n", + "11 017eea48-e435-49f9-96cf-2e7398da091a Cubs \n", + "12 b66b14b0-0779-4b47-8ef7-f7e1f5d01a29 Orioles \n", + "13 702531f6-fb59-44cd-a240-14fcfeac3a06 Twins \n", + "14 b4ba0d8d-3cee-4416-a328-17de07577dea Yankees \n", + "15 866bb365-541f-4a54-a797-8e4d9b1f2af5 Tigers \n", + "16 0c6cc3f2-41f4-4bec-bf13-083627634e4a Mets \n", + "17 8e88e37f-90a4-4fb8-adec-3942736b2950 Mets \n", + "18 decfca6c-4f87-4129-8c62-2e12993f2089 Rangers \n", + "19 530ca8e9-dd8a-4c19-9ba2-1f25a2ea8818 Twins \n", + "20 6431c53c-d8cd-4c75-8670-8c2577090b01 Astros \n", + "21 064dacb7-e6a4-47fe-8185-db10285192da Astros \n", + "22 9cd28c80-2ba9-44c7-a061-93f12518103b Red Sox \n", + "23 e96155d0-7ae8-4569-9dc5-038e4fe0a999 Nationals \n", + "24 b500a645-1cb5-451c-91d1-03729056a784 Nationals \n", "...\n", "\n", "[2431 rows x 3 columns]" ] }, - "execution_count": 15, + "execution_count": 16, "metadata": {}, "output_type": "execute_result" } @@ -2628,38 +2473,14 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 17, "id": "7ee87a01-2ff5-4021-855d-44b71cf2a225", "metadata": {}, "outputs": [ { "data": { "text/html": [ - "Query job 9ae1e55b-36d0-4aef-ae39-67a3ad5fdb4d is DONE. 133.5 kB processed. Open Job" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "Query job 7a1822eb-7db9-4c54-abd5-74cb1cde6121 is DONE. 0 Bytes processed. Open Job" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "Query job 783d092c-5f79-4601-9365-633e48fac610 is DONE. 152.9 kB processed. Open Job" + "Query job dbc59cfa-bbe9-4810-889f-b389afc540ae is DONE. 133.5 kB processed. Open Job" ], "text/plain": [ "" @@ -2697,152 +2518,152 @@ " \n", " \n", " 0\n", - " d60c6036-0ce1-4c90-8dd9-de3b403c92a8\n", - " Nationals\n", - " Brewers\n", + " 7283fe5e-7b8b-4d3a-b729-476cda6e4c45\n", + " Rockies\n", + " Mets\n", " \n", " \n", " 1\n", - " af72a0b9-65f7-49fb-9b30-d505068bdf6d\n", - " Reds\n", - " Brewers\n", + " 4f086577-3575-4b8c-a7c9-e6a05d674367\n", + " Phillies\n", + " Dodgers\n", " \n", " \n", " 2\n", - " f57e1271-d217-400a-aea6-2e2d7d6a59a0\n", - " Orioles\n", + " 28cac4ff-bec0-4ae6-94f2-0dbc763afff2\n", + " White Sox\n", " <NA>\n", " \n", " \n", " 3\n", - " 198f4eed-a29f-41e2-8623-cb261e5ab370\n", - " Rockies\n", + " 8606d487-9de5-436b-afaf-02773cf900f0\n", + " Mets\n", " <NA>\n", " \n", " \n", " 4\n", - " cb3ef033-dd57-41fd-b206-cdd3bc12c74f\n", - " Twins\n", + " fabb7d45-7929-4f83-ae04-0e6c308eaf7b\n", + " Pirates\n", " <NA>\n", " \n", " \n", " 5\n", - " 4be9f735-a98e-4689-87ce-852cc3a1e79d\n", - " Blue Jays\n", + " d12c179f-f52e-401d-8453-58bfca1d0d4f\n", + " Yankees\n", " <NA>\n", " \n", " \n", " 6\n", - " 0b2de8c3-11d9-4f0f-a186-25b59f34a5d8\n", - " Yankees\n", + " 62b6c3a3-4d0e-4c3a-b1fe-b0a6bcbbcbb1\n", + " Diamondbacks\n", " <NA>\n", " \n", " \n", " 7\n", - " 60d80663-6ced-44aa-aad9-0f4bf8d3b4d2\n", + " 4119beed-2d02-4d80-bf73-7c4a5099de37\n", " Red Sox\n", " <NA>\n", " \n", " \n", " 8\n", - " 7e1c2095-4fea-454c-8773-096ceb6fb05c\n", - " Cardinals\n", + " 32a3546f-dde0-428f-aee2-8983d72ea67e\n", + " Red Sox\n", " <NA>\n", " \n", " \n", " 9\n", - " f7f24ce3-7f9d-4e8a-986e-095db847c4c1\n", - " Rays\n", + " 9c736289-013b-4324-bf65-e764b35f921e\n", + " Orioles\n", " <NA>\n", " \n", " \n", " 10\n", - " 5c26e7fc-c99f-48b4-92c1-4a7208c8cfe9\n", - " Rays\n", + " 1fc4aacb-55e0-4a44-9eeb-666dfc2811e4\n", + " Diamondbacks\n", " <NA>\n", " \n", " \n", " 11\n", - " 6d2cab13-dd85-477a-8769-669069f85836\n", - " Royals\n", + " 017eea48-e435-49f9-96cf-2e7398da091a\n", + " Cubs\n", " <NA>\n", " \n", " \n", " 12\n", - " bca90342-7ddc-468e-b189-d43fad7528ec\n", - " Astros\n", + " b66b14b0-0779-4b47-8ef7-f7e1f5d01a29\n", + " Orioles\n", " <NA>\n", " \n", " \n", " 13\n", - " 630f4f78-03cc-43c1-9e57-ababb9c11418\n", - " Dodgers\n", + " 702531f6-fb59-44cd-a240-14fcfeac3a06\n", + " Twins\n", " <NA>\n", " \n", " \n", " 14\n", - " c0cf1376-1115-4a2f-b457-3f82bbc41a89\n", - " Tigers\n", + " b4ba0d8d-3cee-4416-a328-17de07577dea\n", + " Yankees\n", " <NA>\n", " \n", " \n", " 15\n", - " 46463c50-0f5c-4dca-a661-dd194464e791\n", - " Cardinals\n", + " 866bb365-541f-4a54-a797-8e4d9b1f2af5\n", + " Tigers\n", " <NA>\n", " \n", " \n", " 16\n", - " 392ad56d-972e-4f77-98e2-5f8577931cf8\n", - " Giants\n", + " 0c6cc3f2-41f4-4bec-bf13-083627634e4a\n", + " Mets\n", " <NA>\n", " \n", " \n", " 17\n", - " 307730fa-bbed-4221-b4e6-a2492f546fd5\n", - " Red Sox\n", + " 8e88e37f-90a4-4fb8-adec-3942736b2950\n", + " Mets\n", " <NA>\n", " \n", " \n", " 18\n", - " 1cbc558f-7615-4fa9-bf97-7ccd62040d6f\n", - " Mets\n", + " decfca6c-4f87-4129-8c62-2e12993f2089\n", + " Rangers\n", " <NA>\n", " \n", " \n", " 19\n", - " 723348ba-1645-43fc-9e22-92994f7a63bd\n", - " Athletics\n", + " 530ca8e9-dd8a-4c19-9ba2-1f25a2ea8818\n", + " Twins\n", " <NA>\n", " \n", " \n", " 20\n", - " ffbd6ecc-82e1-4e5d-9bd1-4ea210be5992\n", - " Twins\n", + " 6431c53c-d8cd-4c75-8670-8c2577090b01\n", + " Astros\n", " <NA>\n", " \n", " \n", " 21\n", - " f2747230-7df5-4535-a475-a1c823d0d654\n", - " Twins\n", + " 064dacb7-e6a4-47fe-8185-db10285192da\n", + " Astros\n", " <NA>\n", " \n", " \n", " 22\n", - " db3b6f35-a7a4-430a-8703-2b2f25103e17\n", - " White Sox\n", + " 9cd28c80-2ba9-44c7-a061-93f12518103b\n", + " Red Sox\n", " <NA>\n", " \n", " \n", " 23\n", - " 5fc8c6f0-a70e-4d1b-877f-eb1ec8e6f636\n", - " Diamondbacks\n", + " e96155d0-7ae8-4569-9dc5-038e4fe0a999\n", + " Nationals\n", " <NA>\n", " \n", " \n", " 24\n", - " 95d548b6-2da8-4644-812e-b277fec5b91f\n", - " Braves\n", + " b500a645-1cb5-451c-91d1-03729056a784\n", + " Nationals\n", " <NA>\n", " \n", " \n", @@ -2852,37 +2673,37 @@ ], "text/plain": [ " gameId homeTeamName awayTeamName\n", - "0 d60c6036-0ce1-4c90-8dd9-de3b403c92a8 Nationals Brewers\n", - "1 af72a0b9-65f7-49fb-9b30-d505068bdf6d Reds Brewers\n", - "2 f57e1271-d217-400a-aea6-2e2d7d6a59a0 Orioles \n", - "3 198f4eed-a29f-41e2-8623-cb261e5ab370 Rockies \n", - "4 cb3ef033-dd57-41fd-b206-cdd3bc12c74f Twins \n", - "5 4be9f735-a98e-4689-87ce-852cc3a1e79d Blue Jays \n", - "6 0b2de8c3-11d9-4f0f-a186-25b59f34a5d8 Yankees \n", - "7 60d80663-6ced-44aa-aad9-0f4bf8d3b4d2 Red Sox \n", - "8 7e1c2095-4fea-454c-8773-096ceb6fb05c Cardinals \n", - "9 f7f24ce3-7f9d-4e8a-986e-095db847c4c1 Rays \n", - "10 5c26e7fc-c99f-48b4-92c1-4a7208c8cfe9 Rays \n", - "11 6d2cab13-dd85-477a-8769-669069f85836 Royals \n", - "12 bca90342-7ddc-468e-b189-d43fad7528ec Astros \n", - "13 630f4f78-03cc-43c1-9e57-ababb9c11418 Dodgers \n", - "14 c0cf1376-1115-4a2f-b457-3f82bbc41a89 Tigers \n", - "15 46463c50-0f5c-4dca-a661-dd194464e791 Cardinals \n", - "16 392ad56d-972e-4f77-98e2-5f8577931cf8 Giants \n", - "17 307730fa-bbed-4221-b4e6-a2492f546fd5 Red Sox \n", - "18 1cbc558f-7615-4fa9-bf97-7ccd62040d6f Mets \n", - "19 723348ba-1645-43fc-9e22-92994f7a63bd Athletics \n", - "20 ffbd6ecc-82e1-4e5d-9bd1-4ea210be5992 Twins \n", - "21 f2747230-7df5-4535-a475-a1c823d0d654 Twins \n", - "22 db3b6f35-a7a4-430a-8703-2b2f25103e17 White Sox \n", - "23 5fc8c6f0-a70e-4d1b-877f-eb1ec8e6f636 Diamondbacks \n", - "24 95d548b6-2da8-4644-812e-b277fec5b91f Braves \n", + "0 7283fe5e-7b8b-4d3a-b729-476cda6e4c45 Rockies Mets\n", + "1 4f086577-3575-4b8c-a7c9-e6a05d674367 Phillies Dodgers\n", + "2 28cac4ff-bec0-4ae6-94f2-0dbc763afff2 White Sox \n", + "3 8606d487-9de5-436b-afaf-02773cf900f0 Mets \n", + "4 fabb7d45-7929-4f83-ae04-0e6c308eaf7b Pirates \n", + "5 d12c179f-f52e-401d-8453-58bfca1d0d4f Yankees \n", + "6 62b6c3a3-4d0e-4c3a-b1fe-b0a6bcbbcbb1 Diamondbacks \n", + "7 4119beed-2d02-4d80-bf73-7c4a5099de37 Red Sox \n", + "8 32a3546f-dde0-428f-aee2-8983d72ea67e Red Sox \n", + "9 9c736289-013b-4324-bf65-e764b35f921e Orioles \n", + "10 1fc4aacb-55e0-4a44-9eeb-666dfc2811e4 Diamondbacks \n", + "11 017eea48-e435-49f9-96cf-2e7398da091a Cubs \n", + "12 b66b14b0-0779-4b47-8ef7-f7e1f5d01a29 Orioles \n", + "13 702531f6-fb59-44cd-a240-14fcfeac3a06 Twins \n", + "14 b4ba0d8d-3cee-4416-a328-17de07577dea Yankees \n", + "15 866bb365-541f-4a54-a797-8e4d9b1f2af5 Tigers \n", + "16 0c6cc3f2-41f4-4bec-bf13-083627634e4a Mets \n", + "17 8e88e37f-90a4-4fb8-adec-3942736b2950 Mets \n", + "18 decfca6c-4f87-4129-8c62-2e12993f2089 Rangers \n", + "19 530ca8e9-dd8a-4c19-9ba2-1f25a2ea8818 Twins \n", + "20 6431c53c-d8cd-4c75-8670-8c2577090b01 Astros \n", + "21 064dacb7-e6a4-47fe-8185-db10285192da Astros \n", + "22 9cd28c80-2ba9-44c7-a061-93f12518103b Red Sox \n", + "23 e96155d0-7ae8-4569-9dc5-038e4fe0a999 Nationals \n", + "24 b500a645-1cb5-451c-91d1-03729056a784 Nationals \n", "...\n", "\n", "[2431 rows x 3 columns]" ] }, - "execution_count": 16, + "execution_count": 17, "metadata": {}, "output_type": "execute_result" } @@ -2893,38 +2714,14 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 18, "id": "330ed69c-f122-4af9-bf5e-96e309d3fa0c", "metadata": {}, "outputs": [ { "data": { "text/html": [ - "Query job ec1c442e-6ea1-461c-ada7-e3dd0454b0ca is DONE. 133.5 kB processed. Open Job" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "Query job 4ababa83-ad57-4520-b49d-e613256ae2f3 is DONE. 0 Bytes processed. Open Job" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "Query job f3db2d14-b877-46ea-8858-5cdb3706e26a is DONE. 143 Bytes processed. Open Job" + "Query job 6d097852-4fe9-4fd8-9675-b0e142a0e1a9 is DONE. 133.5 kB processed. Open Job" ], "text/plain": [ "" @@ -2962,15 +2759,15 @@ " \n", " \n", " 0\n", - " d60c6036-0ce1-4c90-8dd9-de3b403c92a8\n", - " Nationals\n", - " Brewers\n", + " 7283fe5e-7b8b-4d3a-b729-476cda6e4c45\n", + " Rockies\n", + " Mets\n", " \n", " \n", " 1\n", - " af72a0b9-65f7-49fb-9b30-d505068bdf6d\n", - " Reds\n", - " Brewers\n", + " 4f086577-3575-4b8c-a7c9-e6a05d674367\n", + " Phillies\n", + " Dodgers\n", " \n", " \n", "\n", @@ -2979,13 +2776,13 @@ ], "text/plain": [ " gameId homeTeamName awayTeamName\n", - "0 d60c6036-0ce1-4c90-8dd9-de3b403c92a8 Nationals Brewers\n", - "1 af72a0b9-65f7-49fb-9b30-d505068bdf6d Reds Brewers\n", + "0 7283fe5e-7b8b-4d3a-b729-476cda6e4c45 Rockies Mets\n", + "1 4f086577-3575-4b8c-a7c9-e6a05d674367 Phillies Dodgers\n", "\n", "[2 rows x 3 columns]" ] }, - "execution_count": 17, + "execution_count": 18, "metadata": {}, "output_type": "execute_result" } @@ -3005,26 +2802,14 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 19, "id": "5181231e-8a2a-4ac5-a379-6aa5ad4fee89", "metadata": {}, "outputs": [ { "data": { "text/html": [ - "Query job f0e1bda5-34f5-46e2-a396-289340074f82 is DONE. 0 Bytes processed. Open Job" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "Query job e7195b4a-f1ea-4bef-a4db-fa817144d249 is DONE. 213.3 kB processed. Open Job" + "Query job 8881f617-377d-47b2-a43f-20cbec14a5be is DONE. 213.3 kB processed. Open Job" ], "text/plain": [ "" @@ -3064,203 +2849,203 @@ " \n", " \n", " 0\n", - " d60c6036-0ce1-4c90-8dd9-de3b403c92a8\n", + " 7283fe5e-7b8b-4d3a-b729-476cda6e4c45\n", " 2016\n", - " Nationals\n", - " Brewers\n", - " 167\n", + " Rockies\n", + " Mets\n", + " 191\n", " \n", " \n", " 1\n", - " af72a0b9-65f7-49fb-9b30-d505068bdf6d\n", + " 4f086577-3575-4b8c-a7c9-e6a05d674367\n", " 2016\n", - " Reds\n", - " Brewers\n", - " 172\n", + " Phillies\n", + " Dodgers\n", + " 174\n", " \n", " \n", " 2\n", - " f57e1271-d217-400a-aea6-2e2d7d6a59a0\n", + " 28cac4ff-bec0-4ae6-94f2-0dbc763afff2\n", " 2016\n", - " Orioles\n", - " Rays\n", - " 166\n", + " White Sox\n", + " Braves\n", + " 168\n", " \n", " \n", " 3\n", - " 198f4eed-a29f-41e2-8623-cb261e5ab370\n", + " 8606d487-9de5-436b-afaf-02773cf900f0\n", " 2016\n", - " Rockies\n", - " Giants\n", - " 182\n", + " Mets\n", + " Twins\n", + " 255\n", " \n", " \n", " 4\n", - " cb3ef033-dd57-41fd-b206-cdd3bc12c74f\n", + " fabb7d45-7929-4f83-ae04-0e6c308eaf7b\n", " 2016\n", - " Twins\n", - " Indians\n", - " 204\n", + " Pirates\n", + " Brewers\n", + " 167\n", " \n", " \n", " 5\n", - " 4be9f735-a98e-4689-87ce-852cc3a1e79d\n", + " d12c179f-f52e-401d-8453-58bfca1d0d4f\n", " 2016\n", - " Blue Jays\n", - " Orioles\n", - " 184\n", + " Yankees\n", + " Angels\n", + " 178\n", " \n", " \n", " 6\n", - " 0b2de8c3-11d9-4f0f-a186-25b59f34a5d8\n", + " 62b6c3a3-4d0e-4c3a-b1fe-b0a6bcbbcbb1\n", " 2016\n", - " Yankees\n", - " Mets\n", - " 182\n", + " Diamondbacks\n", + " Phillies\n", + " 214\n", " \n", " \n", " 7\n", - " 60d80663-6ced-44aa-aad9-0f4bf8d3b4d2\n", + " 4119beed-2d02-4d80-bf73-7c4a5099de37\n", " 2016\n", " Red Sox\n", - " Rays\n", - " 191\n", + " Athletics\n", + " 187\n", " \n", " \n", " 8\n", - " 7e1c2095-4fea-454c-8773-096ceb6fb05c\n", + " 32a3546f-dde0-428f-aee2-8983d72ea67e\n", " 2016\n", - " Cardinals\n", - " Pirates\n", - " 201\n", + " Red Sox\n", + " Twins\n", + " 165\n", " \n", " \n", " 9\n", - " f7f24ce3-7f9d-4e8a-986e-095db847c4c1\n", + " 9c736289-013b-4324-bf65-e764b35f921e\n", " 2016\n", - " Rays\n", - " Twins\n", - " 189\n", + " Orioles\n", + " Royals\n", + " 157\n", " \n", " \n", " 10\n", - " 5c26e7fc-c99f-48b4-92c1-4a7208c8cfe9\n", + " 1fc4aacb-55e0-4a44-9eeb-666dfc2811e4\n", " 2016\n", - " Rays\n", - " Twins\n", - " 177\n", + " Diamondbacks\n", + " Braves\n", + " 175\n", " \n", " \n", " 11\n", - " 6d2cab13-dd85-477a-8769-669069f85836\n", + " 017eea48-e435-49f9-96cf-2e7398da091a\n", " 2016\n", - " Royals\n", - " Rays\n", - " 183\n", + " Cubs\n", + " Pirates\n", + " 175\n", " \n", " \n", " 12\n", - " bca90342-7ddc-468e-b189-d43fad7528ec\n", + " b66b14b0-0779-4b47-8ef7-f7e1f5d01a29\n", " 2016\n", - " Astros\n", - " Rays\n", - " 194\n", + " Orioles\n", + " Mariners\n", + " 179\n", " \n", " \n", " 13\n", - " 630f4f78-03cc-43c1-9e57-ababb9c11418\n", + " 702531f6-fb59-44cd-a240-14fcfeac3a06\n", " 2016\n", - " Dodgers\n", - " Giants\n", - " 178\n", + " Twins\n", + " Phillies\n", + " 168\n", " \n", " \n", " 14\n", - " c0cf1376-1115-4a2f-b457-3f82bbc41a89\n", + " b4ba0d8d-3cee-4416-a328-17de07577dea\n", " 2016\n", - " Tigers\n", - " White Sox\n", - " 193\n", + " Yankees\n", + " Mariners\n", + " 201\n", " \n", " \n", " 15\n", - " 46463c50-0f5c-4dca-a661-dd194464e791\n", + " 866bb365-541f-4a54-a797-8e4d9b1f2af5\n", " 2016\n", - " Cardinals\n", - " Cubs\n", - " 160\n", - " \n", - " \n", + " Tigers\n", + " Royals\n", + " 177\n", + " \n", + " \n", " 16\n", - " 392ad56d-972e-4f77-98e2-5f8577931cf8\n", + " 0c6cc3f2-41f4-4bec-bf13-083627634e4a\n", " 2016\n", - " Giants\n", - " Cardinals\n", - " 169\n", + " Mets\n", + " Nationals\n", + " 222\n", " \n", " \n", " 17\n", - " 307730fa-bbed-4221-b4e6-a2492f546fd5\n", + " 8e88e37f-90a4-4fb8-adec-3942736b2950\n", " 2016\n", - " Red Sox\n", - " Twins\n", - " 251\n", + " Mets\n", + " Reds\n", + " 178\n", " \n", " \n", " 18\n", - " 1cbc558f-7615-4fa9-bf97-7ccd62040d6f\n", + " decfca6c-4f87-4129-8c62-2e12993f2089\n", " 2016\n", - " Mets\n", - " Braves\n", - " 151\n", + " Rangers\n", + " Astros\n", + " 195\n", " \n", " \n", " 19\n", - " 723348ba-1645-43fc-9e22-92994f7a63bd\n", + " 530ca8e9-dd8a-4c19-9ba2-1f25a2ea8818\n", " 2016\n", - " Athletics\n", " Twins\n", - " 153\n", + " Braves\n", + " 143\n", " \n", " \n", " 20\n", - " ffbd6ecc-82e1-4e5d-9bd1-4ea210be5992\n", + " 6431c53c-d8cd-4c75-8670-8c2577090b01\n", " 2016\n", - " Twins\n", - " Marlins\n", - " 185\n", + " Astros\n", + " Cardinals\n", + " 179\n", " \n", " \n", " 21\n", - " f2747230-7df5-4535-a475-a1c823d0d654\n", + " 064dacb7-e6a4-47fe-8185-db10285192da\n", " 2016\n", - " Twins\n", - " Yankees\n", - " 180\n", + " Astros\n", + " Athletics\n", + " 185\n", " \n", " \n", " 22\n", - " db3b6f35-a7a4-430a-8703-2b2f25103e17\n", + " 9cd28c80-2ba9-44c7-a061-93f12518103b\n", " 2016\n", - " White Sox\n", - " Orioles\n", - " 199\n", + " Red Sox\n", + " Rangers\n", + " 201\n", " \n", " \n", " 23\n", - " 5fc8c6f0-a70e-4d1b-877f-eb1ec8e6f636\n", + " e96155d0-7ae8-4569-9dc5-038e4fe0a999\n", " 2016\n", + " Nationals\n", " Diamondbacks\n", - " Giants\n", - " 175\n", + " 115\n", " \n", " \n", " 24\n", - " 95d548b6-2da8-4644-812e-b277fec5b91f\n", + " b500a645-1cb5-451c-91d1-03729056a784\n", " 2016\n", - " Braves\n", - " Mets\n", - " 201\n", + " Nationals\n", + " Marlins\n", + " 183\n", " \n", " \n", "\n", @@ -3268,65 +3053,65 @@ "[4862 rows x 5 columns in total]" ], "text/plain": [ - " gameId year homeTeamName awayTeamName \\\n", - "0 d60c6036-0ce1-4c90-8dd9-de3b403c92a8 2016 Nationals Brewers \n", - "1 af72a0b9-65f7-49fb-9b30-d505068bdf6d 2016 Reds Brewers \n", - "2 f57e1271-d217-400a-aea6-2e2d7d6a59a0 2016 Orioles Rays \n", - "3 198f4eed-a29f-41e2-8623-cb261e5ab370 2016 Rockies Giants \n", - "4 cb3ef033-dd57-41fd-b206-cdd3bc12c74f 2016 Twins Indians \n", - "5 4be9f735-a98e-4689-87ce-852cc3a1e79d 2016 Blue Jays Orioles \n", - "6 0b2de8c3-11d9-4f0f-a186-25b59f34a5d8 2016 Yankees Mets \n", - "7 60d80663-6ced-44aa-aad9-0f4bf8d3b4d2 2016 Red Sox Rays \n", - "8 7e1c2095-4fea-454c-8773-096ceb6fb05c 2016 Cardinals Pirates \n", - "9 f7f24ce3-7f9d-4e8a-986e-095db847c4c1 2016 Rays Twins \n", - "10 5c26e7fc-c99f-48b4-92c1-4a7208c8cfe9 2016 Rays Twins \n", - "11 6d2cab13-dd85-477a-8769-669069f85836 2016 Royals Rays \n", - "12 bca90342-7ddc-468e-b189-d43fad7528ec 2016 Astros Rays \n", - "13 630f4f78-03cc-43c1-9e57-ababb9c11418 2016 Dodgers Giants \n", - "14 c0cf1376-1115-4a2f-b457-3f82bbc41a89 2016 Tigers White Sox \n", - "15 46463c50-0f5c-4dca-a661-dd194464e791 2016 Cardinals Cubs \n", - "16 392ad56d-972e-4f77-98e2-5f8577931cf8 2016 Giants Cardinals \n", - "17 307730fa-bbed-4221-b4e6-a2492f546fd5 2016 Red Sox Twins \n", - "18 1cbc558f-7615-4fa9-bf97-7ccd62040d6f 2016 Mets Braves \n", - "19 723348ba-1645-43fc-9e22-92994f7a63bd 2016 Athletics Twins \n", - "20 ffbd6ecc-82e1-4e5d-9bd1-4ea210be5992 2016 Twins Marlins \n", - "21 f2747230-7df5-4535-a475-a1c823d0d654 2016 Twins Yankees \n", - "22 db3b6f35-a7a4-430a-8703-2b2f25103e17 2016 White Sox Orioles \n", - "23 5fc8c6f0-a70e-4d1b-877f-eb1ec8e6f636 2016 Diamondbacks Giants \n", - "24 95d548b6-2da8-4644-812e-b277fec5b91f 2016 Braves Mets \n", + " gameId year homeTeamName awayTeamName \\\n", + "0 7283fe5e-7b8b-4d3a-b729-476cda6e4c45 2016 Rockies Mets \n", + "1 4f086577-3575-4b8c-a7c9-e6a05d674367 2016 Phillies Dodgers \n", + "2 28cac4ff-bec0-4ae6-94f2-0dbc763afff2 2016 White Sox Braves \n", + "3 8606d487-9de5-436b-afaf-02773cf900f0 2016 Mets Twins \n", + "4 fabb7d45-7929-4f83-ae04-0e6c308eaf7b 2016 Pirates Brewers \n", + "5 d12c179f-f52e-401d-8453-58bfca1d0d4f 2016 Yankees Angels \n", + "6 62b6c3a3-4d0e-4c3a-b1fe-b0a6bcbbcbb1 2016 Diamondbacks Phillies \n", + "7 4119beed-2d02-4d80-bf73-7c4a5099de37 2016 Red Sox Athletics \n", + "8 32a3546f-dde0-428f-aee2-8983d72ea67e 2016 Red Sox Twins \n", + "9 9c736289-013b-4324-bf65-e764b35f921e 2016 Orioles Royals \n", + "10 1fc4aacb-55e0-4a44-9eeb-666dfc2811e4 2016 Diamondbacks Braves \n", + "11 017eea48-e435-49f9-96cf-2e7398da091a 2016 Cubs Pirates \n", + "12 b66b14b0-0779-4b47-8ef7-f7e1f5d01a29 2016 Orioles Mariners \n", + "13 702531f6-fb59-44cd-a240-14fcfeac3a06 2016 Twins Phillies \n", + "14 b4ba0d8d-3cee-4416-a328-17de07577dea 2016 Yankees Mariners \n", + "15 866bb365-541f-4a54-a797-8e4d9b1f2af5 2016 Tigers Royals \n", + "16 0c6cc3f2-41f4-4bec-bf13-083627634e4a 2016 Mets Nationals \n", + "17 8e88e37f-90a4-4fb8-adec-3942736b2950 2016 Mets Reds \n", + "18 decfca6c-4f87-4129-8c62-2e12993f2089 2016 Rangers Astros \n", + "19 530ca8e9-dd8a-4c19-9ba2-1f25a2ea8818 2016 Twins Braves \n", + "20 6431c53c-d8cd-4c75-8670-8c2577090b01 2016 Astros Cardinals \n", + "21 064dacb7-e6a4-47fe-8185-db10285192da 2016 Astros Athletics \n", + "22 9cd28c80-2ba9-44c7-a061-93f12518103b 2016 Red Sox Rangers \n", + "23 e96155d0-7ae8-4569-9dc5-038e4fe0a999 2016 Nationals Diamondbacks \n", + "24 b500a645-1cb5-451c-91d1-03729056a784 2016 Nationals Marlins \n", "\n", " duration_minutes \n", - "0 167 \n", - "1 172 \n", - "2 166 \n", - "3 182 \n", - "4 204 \n", - "5 184 \n", - "6 182 \n", - "7 191 \n", - "8 201 \n", - "9 189 \n", - "10 177 \n", - "11 183 \n", - "12 194 \n", - "13 178 \n", - "14 193 \n", - "15 160 \n", - "16 169 \n", - "17 251 \n", - "18 151 \n", - "19 153 \n", - "20 185 \n", - "21 180 \n", - "22 199 \n", - "23 175 \n", - "24 201 \n", + "0 191 \n", + "1 174 \n", + "2 168 \n", + "3 255 \n", + "4 167 \n", + "5 178 \n", + "6 214 \n", + "7 187 \n", + "8 165 \n", + "9 157 \n", + "10 175 \n", + "11 175 \n", + "12 179 \n", + "13 168 \n", + "14 201 \n", + "15 177 \n", + "16 222 \n", + "17 178 \n", + "18 195 \n", + "19 143 \n", + "20 179 \n", + "21 185 \n", + "22 201 \n", + "23 115 \n", + "24 183 \n", "...\n", "\n", "[4862 rows x 5 columns]" ] }, - "execution_count": 18, + "execution_count": 19, "metadata": {}, "output_type": "execute_result" } @@ -3346,14 +3131,14 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 20, "id": "ad1f86f1-890b-462b-b408-b94c073371ff", "metadata": {}, "outputs": [ { "data": { "text/html": [ - "Query job 0745cde9-9175-4e11-9721-f0c58fae90a2 is DONE. 79.9 kB processed. Open Job" + "Query job 96b90989-c135-426a-a1be-815188a40a32 is DONE. 213.3 kB processed. Open Job" ], "text/plain": [ "" @@ -3365,19 +3150,7 @@ { "data": { "text/html": [ - "Query job 4c7a65d6-63b7-44b6-8249-171139f907f5 is DONE. 0 Bytes processed. Open Job" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "Query job cee24fe1-cb33-4836-b158-90e293cbc057 is DONE. 60.5 kB processed. Open Job" + "Query job 0a4de367-0668-4097-b436-92551da47581 is DONE. 60.5 kB processed. Open Job" ], "text/plain": [ "" @@ -3389,35 +3162,35 @@ { "data": { "text/plain": [ - "0 Nationals\n", - "1 Reds\n", - "2 Orioles\n", - "3 Rockies\n", - "4 Twins\n", - "5 Blue Jays\n", - "6 Yankees\n", + "0 Rockies\n", + "1 Phillies\n", + "2 White Sox\n", + "3 Mets\n", + "4 Pirates\n", + "5 Yankees\n", + "6 Diamondbacks\n", "7 Red Sox\n", - "8 Cardinals\n", - "9 Rays\n", - "10 Rays\n", - "11 Royals\n", - "12 Astros\n", - "13 Dodgers\n", - "14 Tigers\n", - "15 Cardinals\n", - "16 Giants\n", - "17 Red Sox\n", - "18 Mets\n", - "19 Athletics\n", - "20 Twins\n", - "21 Twins\n", - "22 White Sox\n", - "23 Diamondbacks\n", - "24 Braves\n", + "8 Red Sox\n", + "9 Orioles\n", + "10 Diamondbacks\n", + "11 Cubs\n", + "12 Orioles\n", + "13 Twins\n", + "14 Yankees\n", + "15 Tigers\n", + "16 Mets\n", + "17 Mets\n", + "18 Rangers\n", + "19 Twins\n", + "20 Astros\n", + "21 Astros\n", + "22 Red Sox\n", + "23 Nationals\n", + "24 Nationals\n", "Name: homeTeamName, dtype: string" ] }, - "execution_count": 19, + "execution_count": 20, "metadata": {}, "output_type": "execute_result" } @@ -3437,7 +3210,7 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 21, "id": "2ae4924b-37a9-4327-81d4-4f2afb66cb37", "metadata": {}, "outputs": [ @@ -3445,81 +3218,24 @@ "name": "stdout", "output_type": "stream", "text": [ - "WITH t0 AS (\n", - " SELECT\n", - " t9.`col_13`,\n", - " t9.`col_14`,\n", - " t9.`col_17`,\n", - " t9.`bigframes_ordering_id`\n", - " FROM `swast-scratch`._63cfa399614a54153cc386c27d6c0c6fdb249f9e.bqdf20240315_0f214503ed3e408abae057064ac2b4c2 AS t9\n", - "), t1 AS (\n", - " SELECT\n", - " t9.`col_13`,\n", - " t9.`col_14`,\n", - " t9.`col_16`,\n", - " t9.`hidden_l_0`,\n", - " t9.`hidden_r_0`\n", - " FROM `swast-scratch`._63cfa399614a54153cc386c27d6c0c6fdb249f9e.bqdf20240315_22c51834c2b94bbc93da3d0ff27f980f AS t9\n", - "), t2 AS (\n", - " SELECT\n", - " t0.`col_13`,\n", - " t0.`col_14`,\n", - " t0.`col_17`,\n", - " t0.`bigframes_ordering_id`\n", - " FROM t0\n", - "), t3 AS (\n", - " SELECT\n", - " t1.`col_13`,\n", - " t1.`col_14`,\n", - " t1.`col_16`,\n", - " t1.`hidden_l_0`,\n", - " t1.`hidden_r_0`\n", - " FROM t1\n", - "), t4 AS (\n", - " SELECT\n", - " t2.`col_13` AS `col_103`,\n", - " t2.`col_14` AS `col_104`,\n", - " t2.`col_17` AS `col_105`,\n", - " t2.`bigframes_ordering_id` AS `hidden_r_0`\n", - " FROM t2\n", - "), t5 AS (\n", - " SELECT\n", - " t3.`col_13` AS `col_100`,\n", - " t3.`col_14` AS `col_101`,\n", - " t3.`col_16` AS `col_102`,\n", - " t3.`hidden_l_0`,\n", - " t3.`hidden_r_0` AS `hidden_l_1`\n", - " FROM t3\n", - "), t6 AS (\n", - " SELECT\n", - " coalesce(`col_101`, `col_104`) AS `col_106`,\n", - " `col_102`,\n", - " `col_105`,\n", - " (\n", - " row_number() OVER (ORDER BY `hidden_l_0` IS NULL ASC, `hidden_l_0` ASC, `hidden_r_0` IS NULL ASC, `hidden_r_0` ASC) - 1\n", - " ) AS `bigframes_ordering_id`\n", - " FROM t5\n", - " INNER JOIN t4\n", - " ON coalesce(t5.`col_101`, '$NULL_SENTINEL$') = coalesce(t4.`col_104`, '$NULL_SENTINEL$')\n", - "), t7 AS (\n", - " SELECT\n", - " t6.`col_106`,\n", - " t6.`col_102`,\n", - " t6.`col_105`,\n", - " t6.`bigframes_ordering_id`\n", - " FROM t6\n", - ")\n", "SELECT\n", - " t8.`col_106` AS `gameId`,\n", - " t8.`col_102` AS `homeTeamName`,\n", - " t8.`col_105` AS `awayTeamName`\n", + " `t4`.`bfuid_col_18` AS `gameId`,\n", + " `t4`.`bfuid_col_20` AS `homeTeamName`,\n", + " `t5`.`bfuid_col_21` AS `awayTeamName`\n", "FROM (\n", " SELECT\n", - " t7.`col_106`,\n", - " t7.`col_102`,\n", - " t7.`col_105`\n", - " FROM t7\n", - ") AS t8\n" + " `t0`.`bfuid_col_18`,\n", + " `t0`.`bfuid_col_20`\n", + " FROM `bigframes-dev._76f0f906c2e04e83c3496619541347a5922c80ee._1492e3bc_b2fc_40fe_b1a0_7f0335e759e6_bqdf_6d56c24f-bccc-4661-80a2-347fa9731384` AS `t0`\n", + ") AS `t4`\n", + "INNER JOIN (\n", + " SELECT\n", + " `t1`.`bfuid_col_18` AS `bfuid_col_141`,\n", + " `t1`.`bfuid_col_21`\n", + " FROM `bigframes-dev._76f0f906c2e04e83c3496619541347a5922c80ee._1492e3bc_b2fc_40fe_b1a0_7f0335e759e6_bqdf_c9ed6466-9c5c-42e4-8385-36f07073dcf2` AS `t1`\n", + ") AS `t5`\n", + " ON COALESCE(`t4`.`bfuid_col_18`, '0') = COALESCE(`t5`.`bfuid_col_141`, '0')\n", + " AND COALESCE(`t4`.`bfuid_col_18`, '1') = COALESCE(`t5`.`bfuid_col_141`, '1')\n" ] } ], @@ -3538,26 +3254,14 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 22, "id": "5adc7bbf-2c58-4924-964c-ed1b18dc9268", "metadata": {}, "outputs": [ { "data": { "text/html": [ - "Query job 9fcba646-219f-40ee-9792-d74af0ff7e22 is DONE. 0 Bytes processed. Open Job" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "Query job 657cdf62-f71e-482c-97f7-b66e4ac20e10 is DONE. 0 Bytes processed. Open Job" + "Query job bc19ce37-5f09-4333-8c8e-a1898cf7deba is DONE. 213.3 kB processed. Open Job" ], "text/plain": [ "" @@ -3597,203 +3301,203 @@ " \n", " \n", " 0\n", - " d60c6036-0ce1-4c90-8dd9-de3b403c92a8\n", + " 7283fe5e-7b8b-4d3a-b729-476cda6e4c45\n", " 2016\n", - " Nationals\n", - " Brewers\n", - " 167\n", + " Rockies\n", + " Mets\n", + " 191\n", " \n", " \n", " 1\n", - " af72a0b9-65f7-49fb-9b30-d505068bdf6d\n", + " 4f086577-3575-4b8c-a7c9-e6a05d674367\n", " 2016\n", - " Reds\n", - " Brewers\n", - " 172\n", + " Phillies\n", + " Dodgers\n", + " 174\n", " \n", " \n", " 2\n", - " f57e1271-d217-400a-aea6-2e2d7d6a59a0\n", + " 28cac4ff-bec0-4ae6-94f2-0dbc763afff2\n", " 2016\n", - " Orioles\n", - " Rays\n", - " 166\n", + " White Sox\n", + " Braves\n", + " 168\n", " \n", " \n", " 3\n", - " 198f4eed-a29f-41e2-8623-cb261e5ab370\n", + " 8606d487-9de5-436b-afaf-02773cf900f0\n", " 2016\n", - " Rockies\n", - " Giants\n", - " 182\n", + " Mets\n", + " Twins\n", + " 255\n", " \n", " \n", " 4\n", - " cb3ef033-dd57-41fd-b206-cdd3bc12c74f\n", + " fabb7d45-7929-4f83-ae04-0e6c308eaf7b\n", " 2016\n", - " Twins\n", - " Indians\n", - " 204\n", + " Pirates\n", + " Brewers\n", + " 167\n", " \n", " \n", " 5\n", - " 4be9f735-a98e-4689-87ce-852cc3a1e79d\n", + " d12c179f-f52e-401d-8453-58bfca1d0d4f\n", " 2016\n", - " Blue Jays\n", - " Orioles\n", - " 184\n", + " Yankees\n", + " Angels\n", + " 178\n", " \n", " \n", " 6\n", - " 0b2de8c3-11d9-4f0f-a186-25b59f34a5d8\n", + " 62b6c3a3-4d0e-4c3a-b1fe-b0a6bcbbcbb1\n", " 2016\n", - " Yankees\n", - " Mets\n", - " 182\n", + " Diamondbacks\n", + " Phillies\n", + " 214\n", " \n", " \n", " 7\n", - " 60d80663-6ced-44aa-aad9-0f4bf8d3b4d2\n", + " 4119beed-2d02-4d80-bf73-7c4a5099de37\n", " 2016\n", " Red Sox\n", - " Rays\n", - " 191\n", + " Athletics\n", + " 187\n", " \n", " \n", " 8\n", - " 7e1c2095-4fea-454c-8773-096ceb6fb05c\n", + " 32a3546f-dde0-428f-aee2-8983d72ea67e\n", " 2016\n", - " Cardinals\n", - " Pirates\n", - " 201\n", + " Red Sox\n", + " Twins\n", + " 165\n", " \n", " \n", " 9\n", - " f7f24ce3-7f9d-4e8a-986e-095db847c4c1\n", + " 9c736289-013b-4324-bf65-e764b35f921e\n", " 2016\n", - " Rays\n", - " Twins\n", - " 189\n", + " Orioles\n", + " Royals\n", + " 157\n", " \n", " \n", " 10\n", - " 5c26e7fc-c99f-48b4-92c1-4a7208c8cfe9\n", + " 1fc4aacb-55e0-4a44-9eeb-666dfc2811e4\n", " 2016\n", - " Rays\n", - " Twins\n", - " 177\n", + " Diamondbacks\n", + " Braves\n", + " 175\n", " \n", " \n", " 11\n", - " 6d2cab13-dd85-477a-8769-669069f85836\n", + " 017eea48-e435-49f9-96cf-2e7398da091a\n", " 2016\n", - " Royals\n", - " Rays\n", - " 183\n", + " Cubs\n", + " Pirates\n", + " 175\n", " \n", " \n", " 12\n", - " bca90342-7ddc-468e-b189-d43fad7528ec\n", + " b66b14b0-0779-4b47-8ef7-f7e1f5d01a29\n", " 2016\n", - " Astros\n", - " Rays\n", - " 194\n", + " Orioles\n", + " Mariners\n", + " 179\n", " \n", " \n", " 13\n", - " 630f4f78-03cc-43c1-9e57-ababb9c11418\n", + " 702531f6-fb59-44cd-a240-14fcfeac3a06\n", " 2016\n", - " Dodgers\n", - " Giants\n", - " 178\n", + " Twins\n", + " Phillies\n", + " 168\n", " \n", " \n", " 14\n", - " c0cf1376-1115-4a2f-b457-3f82bbc41a89\n", + " b4ba0d8d-3cee-4416-a328-17de07577dea\n", " 2016\n", - " Tigers\n", - " White Sox\n", - " 193\n", + " Yankees\n", + " Mariners\n", + " 201\n", " \n", " \n", " 15\n", - " 46463c50-0f5c-4dca-a661-dd194464e791\n", + " 866bb365-541f-4a54-a797-8e4d9b1f2af5\n", " 2016\n", - " Cardinals\n", - " Cubs\n", - " 160\n", + " Tigers\n", + " Royals\n", + " 177\n", " \n", " \n", " 16\n", - " 392ad56d-972e-4f77-98e2-5f8577931cf8\n", + " 0c6cc3f2-41f4-4bec-bf13-083627634e4a\n", " 2016\n", - " Giants\n", - " Cardinals\n", - " 169\n", + " Mets\n", + " Nationals\n", + " 222\n", " \n", " \n", " 17\n", - " 307730fa-bbed-4221-b4e6-a2492f546fd5\n", + " 8e88e37f-90a4-4fb8-adec-3942736b2950\n", " 2016\n", - " Red Sox\n", - " Twins\n", - " 251\n", + " Mets\n", + " Reds\n", + " 178\n", " \n", " \n", " 18\n", - " 1cbc558f-7615-4fa9-bf97-7ccd62040d6f\n", + " decfca6c-4f87-4129-8c62-2e12993f2089\n", " 2016\n", - " Mets\n", - " Braves\n", - " 151\n", + " Rangers\n", + " Astros\n", + " 195\n", " \n", " \n", " 19\n", - " 723348ba-1645-43fc-9e22-92994f7a63bd\n", + " 530ca8e9-dd8a-4c19-9ba2-1f25a2ea8818\n", " 2016\n", - " Athletics\n", " Twins\n", - " 153\n", + " Braves\n", + " 143\n", " \n", " \n", " 20\n", - " ffbd6ecc-82e1-4e5d-9bd1-4ea210be5992\n", + " 6431c53c-d8cd-4c75-8670-8c2577090b01\n", " 2016\n", - " Twins\n", - " Marlins\n", - " 185\n", + " Astros\n", + " Cardinals\n", + " 179\n", " \n", " \n", " 21\n", - " f2747230-7df5-4535-a475-a1c823d0d654\n", + " 064dacb7-e6a4-47fe-8185-db10285192da\n", " 2016\n", - " Twins\n", - " Yankees\n", - " 180\n", + " Astros\n", + " Athletics\n", + " 185\n", " \n", " \n", " 22\n", - " db3b6f35-a7a4-430a-8703-2b2f25103e17\n", + " 9cd28c80-2ba9-44c7-a061-93f12518103b\n", " 2016\n", - " White Sox\n", - " Orioles\n", - " 199\n", + " Red Sox\n", + " Rangers\n", + " 201\n", " \n", " \n", " 23\n", - " 5fc8c6f0-a70e-4d1b-877f-eb1ec8e6f636\n", + " e96155d0-7ae8-4569-9dc5-038e4fe0a999\n", " 2016\n", + " Nationals\n", " Diamondbacks\n", - " Giants\n", - " 175\n", + " 115\n", " \n", " \n", " 24\n", - " 95d548b6-2da8-4644-812e-b277fec5b91f\n", + " b500a645-1cb5-451c-91d1-03729056a784\n", " 2016\n", - " Braves\n", - " Mets\n", - " 201\n", + " Nationals\n", + " Marlins\n", + " 183\n", " \n", " \n", "\n", @@ -3801,65 +3505,65 @@ "[2431 rows x 5 columns in total]" ], "text/plain": [ - " gameId year HOME TEAM awayTeamName \\\n", - "0 d60c6036-0ce1-4c90-8dd9-de3b403c92a8 2016 Nationals Brewers \n", - "1 af72a0b9-65f7-49fb-9b30-d505068bdf6d 2016 Reds Brewers \n", - "2 f57e1271-d217-400a-aea6-2e2d7d6a59a0 2016 Orioles Rays \n", - "3 198f4eed-a29f-41e2-8623-cb261e5ab370 2016 Rockies Giants \n", - "4 cb3ef033-dd57-41fd-b206-cdd3bc12c74f 2016 Twins Indians \n", - "5 4be9f735-a98e-4689-87ce-852cc3a1e79d 2016 Blue Jays Orioles \n", - "6 0b2de8c3-11d9-4f0f-a186-25b59f34a5d8 2016 Yankees Mets \n", - "7 60d80663-6ced-44aa-aad9-0f4bf8d3b4d2 2016 Red Sox Rays \n", - "8 7e1c2095-4fea-454c-8773-096ceb6fb05c 2016 Cardinals Pirates \n", - "9 f7f24ce3-7f9d-4e8a-986e-095db847c4c1 2016 Rays Twins \n", - "10 5c26e7fc-c99f-48b4-92c1-4a7208c8cfe9 2016 Rays Twins \n", - "11 6d2cab13-dd85-477a-8769-669069f85836 2016 Royals Rays \n", - "12 bca90342-7ddc-468e-b189-d43fad7528ec 2016 Astros Rays \n", - "13 630f4f78-03cc-43c1-9e57-ababb9c11418 2016 Dodgers Giants \n", - "14 c0cf1376-1115-4a2f-b457-3f82bbc41a89 2016 Tigers White Sox \n", - "15 46463c50-0f5c-4dca-a661-dd194464e791 2016 Cardinals Cubs \n", - "16 392ad56d-972e-4f77-98e2-5f8577931cf8 2016 Giants Cardinals \n", - "17 307730fa-bbed-4221-b4e6-a2492f546fd5 2016 Red Sox Twins \n", - "18 1cbc558f-7615-4fa9-bf97-7ccd62040d6f 2016 Mets Braves \n", - "19 723348ba-1645-43fc-9e22-92994f7a63bd 2016 Athletics Twins \n", - "20 ffbd6ecc-82e1-4e5d-9bd1-4ea210be5992 2016 Twins Marlins \n", - "21 f2747230-7df5-4535-a475-a1c823d0d654 2016 Twins Yankees \n", - "22 db3b6f35-a7a4-430a-8703-2b2f25103e17 2016 White Sox Orioles \n", - "23 5fc8c6f0-a70e-4d1b-877f-eb1ec8e6f636 2016 Diamondbacks Giants \n", - "24 95d548b6-2da8-4644-812e-b277fec5b91f 2016 Braves Mets \n", + " gameId year HOME TEAM awayTeamName \\\n", + "0 7283fe5e-7b8b-4d3a-b729-476cda6e4c45 2016 Rockies Mets \n", + "1 4f086577-3575-4b8c-a7c9-e6a05d674367 2016 Phillies Dodgers \n", + "2 28cac4ff-bec0-4ae6-94f2-0dbc763afff2 2016 White Sox Braves \n", + "3 8606d487-9de5-436b-afaf-02773cf900f0 2016 Mets Twins \n", + "4 fabb7d45-7929-4f83-ae04-0e6c308eaf7b 2016 Pirates Brewers \n", + "5 d12c179f-f52e-401d-8453-58bfca1d0d4f 2016 Yankees Angels \n", + "6 62b6c3a3-4d0e-4c3a-b1fe-b0a6bcbbcbb1 2016 Diamondbacks Phillies \n", + "7 4119beed-2d02-4d80-bf73-7c4a5099de37 2016 Red Sox Athletics \n", + "8 32a3546f-dde0-428f-aee2-8983d72ea67e 2016 Red Sox Twins \n", + "9 9c736289-013b-4324-bf65-e764b35f921e 2016 Orioles Royals \n", + "10 1fc4aacb-55e0-4a44-9eeb-666dfc2811e4 2016 Diamondbacks Braves \n", + "11 017eea48-e435-49f9-96cf-2e7398da091a 2016 Cubs Pirates \n", + "12 b66b14b0-0779-4b47-8ef7-f7e1f5d01a29 2016 Orioles Mariners \n", + "13 702531f6-fb59-44cd-a240-14fcfeac3a06 2016 Twins Phillies \n", + "14 b4ba0d8d-3cee-4416-a328-17de07577dea 2016 Yankees Mariners \n", + "15 866bb365-541f-4a54-a797-8e4d9b1f2af5 2016 Tigers Royals \n", + "16 0c6cc3f2-41f4-4bec-bf13-083627634e4a 2016 Mets Nationals \n", + "17 8e88e37f-90a4-4fb8-adec-3942736b2950 2016 Mets Reds \n", + "18 decfca6c-4f87-4129-8c62-2e12993f2089 2016 Rangers Astros \n", + "19 530ca8e9-dd8a-4c19-9ba2-1f25a2ea8818 2016 Twins Braves \n", + "20 6431c53c-d8cd-4c75-8670-8c2577090b01 2016 Astros Cardinals \n", + "21 064dacb7-e6a4-47fe-8185-db10285192da 2016 Astros Athletics \n", + "22 9cd28c80-2ba9-44c7-a061-93f12518103b 2016 Red Sox Rangers \n", + "23 e96155d0-7ae8-4569-9dc5-038e4fe0a999 2016 Nationals Diamondbacks \n", + "24 b500a645-1cb5-451c-91d1-03729056a784 2016 Nationals Marlins \n", "\n", " duration_minutes \n", - "0 167 \n", - "1 172 \n", - "2 166 \n", - "3 182 \n", - "4 204 \n", - "5 184 \n", - "6 182 \n", - "7 191 \n", - "8 201 \n", - "9 189 \n", - "10 177 \n", - "11 183 \n", - "12 194 \n", - "13 178 \n", - "14 193 \n", - "15 160 \n", - "16 169 \n", - "17 251 \n", - "18 151 \n", - "19 153 \n", - "20 185 \n", - "21 180 \n", - "22 199 \n", - "23 175 \n", - "24 201 \n", + "0 191 \n", + "1 174 \n", + "2 168 \n", + "3 255 \n", + "4 167 \n", + "5 178 \n", + "6 214 \n", + "7 187 \n", + "8 165 \n", + "9 157 \n", + "10 175 \n", + "11 175 \n", + "12 179 \n", + "13 168 \n", + "14 201 \n", + "15 177 \n", + "16 222 \n", + "17 178 \n", + "18 195 \n", + "19 143 \n", + "20 179 \n", + "21 185 \n", + "22 201 \n", + "23 115 \n", + "24 183 \n", "...\n", "\n", "[2431 rows x 5 columns]" ] }, - "execution_count": 21, + "execution_count": 22, "metadata": {}, "output_type": "execute_result" } @@ -3870,26 +3574,14 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 23, "id": "ac3ceabe-4317-453c-9418-826de5094454", "metadata": {}, "outputs": [ { "data": { "text/html": [ - "Query job c90e0cd4-30e5-427c-8f5f-a0a8c778bc62 is DONE. 0 Bytes processed. Open Job" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "Query job 23bfdb6d-9411-484c-9766-93f76dfc1adc is DONE. 0 Bytes processed. Open Job" + "Query job 3419245a-e19d-42de-85f5-097d664fa1b3 is DONE. 213.3 kB processed. Open Job" ], "text/plain": [ "" @@ -3929,203 +3621,203 @@ " \n", " \n", " 0\n", - " d60c6036-0ce1-4c90-8dd9-de3b403c92a8\n", + " 7283fe5e-7b8b-4d3a-b729-476cda6e4c45\n", " 2016\n", - " Nationals\n", - " Brewers\n", - " 167\n", + " Rockies\n", + " Mets\n", + " 191\n", " \n", " \n", " 1\n", - " af72a0b9-65f7-49fb-9b30-d505068bdf6d\n", + " 4f086577-3575-4b8c-a7c9-e6a05d674367\n", " 2016\n", - " Reds\n", - " Brewers\n", - " 172\n", + " Phillies\n", + " Dodgers\n", + " 174\n", " \n", " \n", " 2\n", - " f57e1271-d217-400a-aea6-2e2d7d6a59a0\n", + " 28cac4ff-bec0-4ae6-94f2-0dbc763afff2\n", " 2016\n", - " Orioles\n", - " Rays\n", - " 166\n", + " White Sox\n", + " Braves\n", + " 168\n", " \n", " \n", " 3\n", - " 198f4eed-a29f-41e2-8623-cb261e5ab370\n", + " 8606d487-9de5-436b-afaf-02773cf900f0\n", " 2016\n", - " Rockies\n", - " Giants\n", - " 182\n", + " Mets\n", + " Twins\n", + " 255\n", " \n", " \n", " 4\n", - " cb3ef033-dd57-41fd-b206-cdd3bc12c74f\n", + " fabb7d45-7929-4f83-ae04-0e6c308eaf7b\n", " 2016\n", - " Twins\n", - " Indians\n", - " 204\n", + " Pirates\n", + " Brewers\n", + " 167\n", " \n", " \n", " 5\n", - " 4be9f735-a98e-4689-87ce-852cc3a1e79d\n", + " d12c179f-f52e-401d-8453-58bfca1d0d4f\n", " 2016\n", - " Blue Jays\n", - " Orioles\n", - " 184\n", + " Yankees\n", + " Angels\n", + " 178\n", " \n", " \n", " 6\n", - " 0b2de8c3-11d9-4f0f-a186-25b59f34a5d8\n", + " 62b6c3a3-4d0e-4c3a-b1fe-b0a6bcbbcbb1\n", " 2016\n", - " Yankees\n", - " Mets\n", - " 182\n", + " Diamondbacks\n", + " Phillies\n", + " 214\n", " \n", " \n", " 7\n", - " 60d80663-6ced-44aa-aad9-0f4bf8d3b4d2\n", + " 4119beed-2d02-4d80-bf73-7c4a5099de37\n", " 2016\n", " Red Sox\n", - " Rays\n", - " 191\n", + " Athletics\n", + " 187\n", " \n", " \n", " 8\n", - " 7e1c2095-4fea-454c-8773-096ceb6fb05c\n", + " 32a3546f-dde0-428f-aee2-8983d72ea67e\n", " 2016\n", - " Cardinals\n", - " Pirates\n", - " 201\n", + " Red Sox\n", + " Twins\n", + " 165\n", " \n", " \n", " 9\n", - " f7f24ce3-7f9d-4e8a-986e-095db847c4c1\n", + " 9c736289-013b-4324-bf65-e764b35f921e\n", " 2016\n", - " Rays\n", - " Twins\n", - " 189\n", + " Orioles\n", + " Royals\n", + " 157\n", " \n", " \n", " 10\n", - " 5c26e7fc-c99f-48b4-92c1-4a7208c8cfe9\n", + " 1fc4aacb-55e0-4a44-9eeb-666dfc2811e4\n", " 2016\n", - " Rays\n", - " Twins\n", - " 177\n", + " Diamondbacks\n", + " Braves\n", + " 175\n", " \n", " \n", " 11\n", - " 6d2cab13-dd85-477a-8769-669069f85836\n", + " 017eea48-e435-49f9-96cf-2e7398da091a\n", " 2016\n", - " Royals\n", - " Rays\n", - " 183\n", + " Cubs\n", + " Pirates\n", + " 175\n", " \n", " \n", " 12\n", - " bca90342-7ddc-468e-b189-d43fad7528ec\n", + " b66b14b0-0779-4b47-8ef7-f7e1f5d01a29\n", " 2016\n", - " Astros\n", - " Rays\n", - " 194\n", + " Orioles\n", + " Mariners\n", + " 179\n", " \n", " \n", " 13\n", - " 630f4f78-03cc-43c1-9e57-ababb9c11418\n", + " 702531f6-fb59-44cd-a240-14fcfeac3a06\n", " 2016\n", - " Dodgers\n", - " Giants\n", - " 178\n", + " Twins\n", + " Phillies\n", + " 168\n", " \n", " \n", " 14\n", - " c0cf1376-1115-4a2f-b457-3f82bbc41a89\n", + " b4ba0d8d-3cee-4416-a328-17de07577dea\n", " 2016\n", - " Tigers\n", - " White Sox\n", - " 193\n", + " Yankees\n", + " Mariners\n", + " 201\n", " \n", " \n", " 15\n", - " 46463c50-0f5c-4dca-a661-dd194464e791\n", + " 866bb365-541f-4a54-a797-8e4d9b1f2af5\n", " 2016\n", - " Cardinals\n", - " Cubs\n", - " 160\n", + " Tigers\n", + " Royals\n", + " 177\n", " \n", " \n", " 16\n", - " 392ad56d-972e-4f77-98e2-5f8577931cf8\n", + " 0c6cc3f2-41f4-4bec-bf13-083627634e4a\n", " 2016\n", - " Giants\n", - " Cardinals\n", - " 169\n", + " Mets\n", + " Nationals\n", + " 222\n", " \n", " \n", " 17\n", - " 307730fa-bbed-4221-b4e6-a2492f546fd5\n", + " 8e88e37f-90a4-4fb8-adec-3942736b2950\n", " 2016\n", - " Red Sox\n", - " Twins\n", - " 251\n", + " Mets\n", + " Reds\n", + " 178\n", " \n", " \n", " 18\n", - " 1cbc558f-7615-4fa9-bf97-7ccd62040d6f\n", + " decfca6c-4f87-4129-8c62-2e12993f2089\n", " 2016\n", - " Mets\n", - " Braves\n", - " 151\n", + " Rangers\n", + " Astros\n", + " 195\n", " \n", " \n", " 19\n", - " 723348ba-1645-43fc-9e22-92994f7a63bd\n", + " 530ca8e9-dd8a-4c19-9ba2-1f25a2ea8818\n", " 2016\n", - " Athletics\n", " Twins\n", - " 153\n", + " Braves\n", + " 143\n", " \n", " \n", " 20\n", - " ffbd6ecc-82e1-4e5d-9bd1-4ea210be5992\n", + " 6431c53c-d8cd-4c75-8670-8c2577090b01\n", " 2016\n", - " Twins\n", - " Marlins\n", - " 185\n", + " Astros\n", + " Cardinals\n", + " 179\n", " \n", " \n", " 21\n", - " f2747230-7df5-4535-a475-a1c823d0d654\n", + " 064dacb7-e6a4-47fe-8185-db10285192da\n", " 2016\n", - " Twins\n", - " Yankees\n", - " 180\n", + " Astros\n", + " Athletics\n", + " 185\n", " \n", " \n", " 22\n", - " db3b6f35-a7a4-430a-8703-2b2f25103e17\n", + " 9cd28c80-2ba9-44c7-a061-93f12518103b\n", " 2016\n", - " White Sox\n", - " Orioles\n", - " 199\n", + " Red Sox\n", + " Rangers\n", + " 201\n", " \n", " \n", " 23\n", - " 5fc8c6f0-a70e-4d1b-877f-eb1ec8e6f636\n", + " e96155d0-7ae8-4569-9dc5-038e4fe0a999\n", " 2016\n", + " Nationals\n", " Diamondbacks\n", - " Giants\n", - " 175\n", + " 115\n", " \n", " \n", " 24\n", - " 95d548b6-2da8-4644-812e-b277fec5b91f\n", + " b500a645-1cb5-451c-91d1-03729056a784\n", " 2016\n", - " Braves\n", - " Mets\n", - " 201\n", + " Nationals\n", + " Marlins\n", + " 183\n", " \n", " \n", "\n", @@ -4133,65 +3825,65 @@ "[2431 rows x 5 columns in total]" ], "text/plain": [ - " gameId year homeTeam!@#$%col awayTeamName \\\n", - "0 d60c6036-0ce1-4c90-8dd9-de3b403c92a8 2016 Nationals Brewers \n", - "1 af72a0b9-65f7-49fb-9b30-d505068bdf6d 2016 Reds Brewers \n", - "2 f57e1271-d217-400a-aea6-2e2d7d6a59a0 2016 Orioles Rays \n", - "3 198f4eed-a29f-41e2-8623-cb261e5ab370 2016 Rockies Giants \n", - "4 cb3ef033-dd57-41fd-b206-cdd3bc12c74f 2016 Twins Indians \n", - "5 4be9f735-a98e-4689-87ce-852cc3a1e79d 2016 Blue Jays Orioles \n", - "6 0b2de8c3-11d9-4f0f-a186-25b59f34a5d8 2016 Yankees Mets \n", - "7 60d80663-6ced-44aa-aad9-0f4bf8d3b4d2 2016 Red Sox Rays \n", - "8 7e1c2095-4fea-454c-8773-096ceb6fb05c 2016 Cardinals Pirates \n", - "9 f7f24ce3-7f9d-4e8a-986e-095db847c4c1 2016 Rays Twins \n", - "10 5c26e7fc-c99f-48b4-92c1-4a7208c8cfe9 2016 Rays Twins \n", - "11 6d2cab13-dd85-477a-8769-669069f85836 2016 Royals Rays \n", - "12 bca90342-7ddc-468e-b189-d43fad7528ec 2016 Astros Rays \n", - "13 630f4f78-03cc-43c1-9e57-ababb9c11418 2016 Dodgers Giants \n", - "14 c0cf1376-1115-4a2f-b457-3f82bbc41a89 2016 Tigers White Sox \n", - "15 46463c50-0f5c-4dca-a661-dd194464e791 2016 Cardinals Cubs \n", - "16 392ad56d-972e-4f77-98e2-5f8577931cf8 2016 Giants Cardinals \n", - "17 307730fa-bbed-4221-b4e6-a2492f546fd5 2016 Red Sox Twins \n", - "18 1cbc558f-7615-4fa9-bf97-7ccd62040d6f 2016 Mets Braves \n", - "19 723348ba-1645-43fc-9e22-92994f7a63bd 2016 Athletics Twins \n", - "20 ffbd6ecc-82e1-4e5d-9bd1-4ea210be5992 2016 Twins Marlins \n", - "21 f2747230-7df5-4535-a475-a1c823d0d654 2016 Twins Yankees \n", - "22 db3b6f35-a7a4-430a-8703-2b2f25103e17 2016 White Sox Orioles \n", - "23 5fc8c6f0-a70e-4d1b-877f-eb1ec8e6f636 2016 Diamondbacks Giants \n", - "24 95d548b6-2da8-4644-812e-b277fec5b91f 2016 Braves Mets \n", + " gameId year homeTeam!@#$%col awayTeamName \\\n", + "0 7283fe5e-7b8b-4d3a-b729-476cda6e4c45 2016 Rockies Mets \n", + "1 4f086577-3575-4b8c-a7c9-e6a05d674367 2016 Phillies Dodgers \n", + "2 28cac4ff-bec0-4ae6-94f2-0dbc763afff2 2016 White Sox Braves \n", + "3 8606d487-9de5-436b-afaf-02773cf900f0 2016 Mets Twins \n", + "4 fabb7d45-7929-4f83-ae04-0e6c308eaf7b 2016 Pirates Brewers \n", + "5 d12c179f-f52e-401d-8453-58bfca1d0d4f 2016 Yankees Angels \n", + "6 62b6c3a3-4d0e-4c3a-b1fe-b0a6bcbbcbb1 2016 Diamondbacks Phillies \n", + "7 4119beed-2d02-4d80-bf73-7c4a5099de37 2016 Red Sox Athletics \n", + "8 32a3546f-dde0-428f-aee2-8983d72ea67e 2016 Red Sox Twins \n", + "9 9c736289-013b-4324-bf65-e764b35f921e 2016 Orioles Royals \n", + "10 1fc4aacb-55e0-4a44-9eeb-666dfc2811e4 2016 Diamondbacks Braves \n", + "11 017eea48-e435-49f9-96cf-2e7398da091a 2016 Cubs Pirates \n", + "12 b66b14b0-0779-4b47-8ef7-f7e1f5d01a29 2016 Orioles Mariners \n", + "13 702531f6-fb59-44cd-a240-14fcfeac3a06 2016 Twins Phillies \n", + "14 b4ba0d8d-3cee-4416-a328-17de07577dea 2016 Yankees Mariners \n", + "15 866bb365-541f-4a54-a797-8e4d9b1f2af5 2016 Tigers Royals \n", + "16 0c6cc3f2-41f4-4bec-bf13-083627634e4a 2016 Mets Nationals \n", + "17 8e88e37f-90a4-4fb8-adec-3942736b2950 2016 Mets Reds \n", + "18 decfca6c-4f87-4129-8c62-2e12993f2089 2016 Rangers Astros \n", + "19 530ca8e9-dd8a-4c19-9ba2-1f25a2ea8818 2016 Twins Braves \n", + "20 6431c53c-d8cd-4c75-8670-8c2577090b01 2016 Astros Cardinals \n", + "21 064dacb7-e6a4-47fe-8185-db10285192da 2016 Astros Athletics \n", + "22 9cd28c80-2ba9-44c7-a061-93f12518103b 2016 Red Sox Rangers \n", + "23 e96155d0-7ae8-4569-9dc5-038e4fe0a999 2016 Nationals Diamondbacks \n", + "24 b500a645-1cb5-451c-91d1-03729056a784 2016 Nationals Marlins \n", "\n", " duration_minutes \n", - "0 167 \n", - "1 172 \n", - "2 166 \n", - "3 182 \n", - "4 204 \n", - "5 184 \n", - "6 182 \n", - "7 191 \n", - "8 201 \n", - "9 189 \n", - "10 177 \n", - "11 183 \n", - "12 194 \n", - "13 178 \n", - "14 193 \n", - "15 160 \n", - "16 169 \n", - "17 251 \n", - "18 151 \n", - "19 153 \n", - "20 185 \n", - "21 180 \n", - "22 199 \n", - "23 175 \n", - "24 201 \n", + "0 191 \n", + "1 174 \n", + "2 168 \n", + "3 255 \n", + "4 167 \n", + "5 178 \n", + "6 214 \n", + "7 187 \n", + "8 165 \n", + "9 157 \n", + "10 175 \n", + "11 175 \n", + "12 179 \n", + "13 168 \n", + "14 201 \n", + "15 177 \n", + "16 222 \n", + "17 178 \n", + "18 195 \n", + "19 143 \n", + "20 179 \n", + "21 185 \n", + "22 201 \n", + "23 115 \n", + "24 183 \n", "...\n", "\n", "[2431 rows x 5 columns]" ] }, - "execution_count": 22, + "execution_count": 23, "metadata": {}, "output_type": "execute_result" } @@ -4202,26 +3894,14 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 24, "id": "e73704c9-7aa9-4f10-b414-3417c3ad9eb8", "metadata": {}, "outputs": [ { "data": { "text/html": [ - "Query job 63c2d27f-382c-4a43-8fc1-135d9fd66a54 is DONE. 0 Bytes processed. Open Job" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "Query job cc64185b-98e7-40d8-bf8e-2a3ea355ef67 is DONE. 0 Bytes processed. Open Job" + "Query job 59b398ab-cb25-4567-a366-5cc65a524048 is DONE. 213.3 kB processed. Open Job" ], "text/plain": [ "" @@ -4261,203 +3941,203 @@ " \n", " \n", " 0\n", - " d60c6036-0ce1-4c90-8dd9-de3b403c92a8\n", + " 7283fe5e-7b8b-4d3a-b729-476cda6e4c45\n", " 2016\n", - " Nationals\n", - " Brewers\n", - " 167\n", + " Rockies\n", + " Mets\n", + " 191\n", " \n", " \n", " 1\n", - " af72a0b9-65f7-49fb-9b30-d505068bdf6d\n", + " 4f086577-3575-4b8c-a7c9-e6a05d674367\n", " 2016\n", - " Reds\n", - " Brewers\n", - " 172\n", + " Phillies\n", + " Dodgers\n", + " 174\n", " \n", " \n", " 2\n", - " f57e1271-d217-400a-aea6-2e2d7d6a59a0\n", + " 28cac4ff-bec0-4ae6-94f2-0dbc763afff2\n", " 2016\n", - " Orioles\n", - " Rays\n", - " 166\n", + " White Sox\n", + " Braves\n", + " 168\n", " \n", " \n", " 3\n", - " 198f4eed-a29f-41e2-8623-cb261e5ab370\n", + " 8606d487-9de5-436b-afaf-02773cf900f0\n", " 2016\n", - " Rockies\n", - " Giants\n", - " 182\n", + " Mets\n", + " Twins\n", + " 255\n", " \n", " \n", " 4\n", - " cb3ef033-dd57-41fd-b206-cdd3bc12c74f\n", + " fabb7d45-7929-4f83-ae04-0e6c308eaf7b\n", " 2016\n", - " Twins\n", - " Indians\n", - " 204\n", + " Pirates\n", + " Brewers\n", + " 167\n", " \n", " \n", " 5\n", - " 4be9f735-a98e-4689-87ce-852cc3a1e79d\n", + " d12c179f-f52e-401d-8453-58bfca1d0d4f\n", " 2016\n", - " Blue Jays\n", - " Orioles\n", - " 184\n", + " Yankees\n", + " Angels\n", + " 178\n", " \n", " \n", " 6\n", - " 0b2de8c3-11d9-4f0f-a186-25b59f34a5d8\n", + " 62b6c3a3-4d0e-4c3a-b1fe-b0a6bcbbcbb1\n", " 2016\n", - " Yankees\n", - " Mets\n", - " 182\n", + " Diamondbacks\n", + " Phillies\n", + " 214\n", " \n", " \n", " 7\n", - " 60d80663-6ced-44aa-aad9-0f4bf8d3b4d2\n", + " 4119beed-2d02-4d80-bf73-7c4a5099de37\n", " 2016\n", " Red Sox\n", - " Rays\n", - " 191\n", + " Athletics\n", + " 187\n", " \n", " \n", " 8\n", - " 7e1c2095-4fea-454c-8773-096ceb6fb05c\n", + " 32a3546f-dde0-428f-aee2-8983d72ea67e\n", " 2016\n", - " Cardinals\n", - " Pirates\n", - " 201\n", + " Red Sox\n", + " Twins\n", + " 165\n", " \n", " \n", " 9\n", - " f7f24ce3-7f9d-4e8a-986e-095db847c4c1\n", + " 9c736289-013b-4324-bf65-e764b35f921e\n", " 2016\n", - " Rays\n", - " Twins\n", - " 189\n", + " Orioles\n", + " Royals\n", + " 157\n", " \n", " \n", " 10\n", - " 5c26e7fc-c99f-48b4-92c1-4a7208c8cfe9\n", + " 1fc4aacb-55e0-4a44-9eeb-666dfc2811e4\n", " 2016\n", - " Rays\n", - " Twins\n", - " 177\n", + " Diamondbacks\n", + " Braves\n", + " 175\n", " \n", " \n", " 11\n", - " 6d2cab13-dd85-477a-8769-669069f85836\n", + " 017eea48-e435-49f9-96cf-2e7398da091a\n", " 2016\n", - " Royals\n", - " Rays\n", - " 183\n", + " Cubs\n", + " Pirates\n", + " 175\n", " \n", " \n", " 12\n", - " bca90342-7ddc-468e-b189-d43fad7528ec\n", + " b66b14b0-0779-4b47-8ef7-f7e1f5d01a29\n", " 2016\n", - " Astros\n", - " Rays\n", - " 194\n", + " Orioles\n", + " Mariners\n", + " 179\n", " \n", " \n", " 13\n", - " 630f4f78-03cc-43c1-9e57-ababb9c11418\n", + " 702531f6-fb59-44cd-a240-14fcfeac3a06\n", " 2016\n", - " Dodgers\n", - " Giants\n", - " 178\n", + " Twins\n", + " Phillies\n", + " 168\n", " \n", " \n", " 14\n", - " c0cf1376-1115-4a2f-b457-3f82bbc41a89\n", + " b4ba0d8d-3cee-4416-a328-17de07577dea\n", " 2016\n", - " Tigers\n", - " White Sox\n", - " 193\n", + " Yankees\n", + " Mariners\n", + " 201\n", " \n", " \n", " 15\n", - " 46463c50-0f5c-4dca-a661-dd194464e791\n", + " 866bb365-541f-4a54-a797-8e4d9b1f2af5\n", " 2016\n", - " Cardinals\n", - " Cubs\n", - " 160\n", + " Tigers\n", + " Royals\n", + " 177\n", " \n", " \n", " 16\n", - " 392ad56d-972e-4f77-98e2-5f8577931cf8\n", + " 0c6cc3f2-41f4-4bec-bf13-083627634e4a\n", " 2016\n", - " Giants\n", - " Cardinals\n", - " 169\n", + " Mets\n", + " Nationals\n", + " 222\n", " \n", " \n", " 17\n", - " 307730fa-bbed-4221-b4e6-a2492f546fd5\n", + " 8e88e37f-90a4-4fb8-adec-3942736b2950\n", " 2016\n", - " Red Sox\n", - " Twins\n", - " 251\n", + " Mets\n", + " Reds\n", + " 178\n", " \n", " \n", " 18\n", - " 1cbc558f-7615-4fa9-bf97-7ccd62040d6f\n", + " decfca6c-4f87-4129-8c62-2e12993f2089\n", " 2016\n", - " Mets\n", - " Braves\n", - " 151\n", + " Rangers\n", + " Astros\n", + " 195\n", " \n", " \n", " 19\n", - " 723348ba-1645-43fc-9e22-92994f7a63bd\n", + " 530ca8e9-dd8a-4c19-9ba2-1f25a2ea8818\n", " 2016\n", - " Athletics\n", " Twins\n", - " 153\n", + " Braves\n", + " 143\n", " \n", " \n", " 20\n", - " ffbd6ecc-82e1-4e5d-9bd1-4ea210be5992\n", + " 6431c53c-d8cd-4c75-8670-8c2577090b01\n", " 2016\n", - " Twins\n", - " Marlins\n", - " 185\n", + " Astros\n", + " Cardinals\n", + " 179\n", " \n", " \n", " 21\n", - " f2747230-7df5-4535-a475-a1c823d0d654\n", + " 064dacb7-e6a4-47fe-8185-db10285192da\n", " 2016\n", - " Twins\n", - " Yankees\n", - " 180\n", + " Astros\n", + " Athletics\n", + " 185\n", " \n", " \n", " 22\n", - " db3b6f35-a7a4-430a-8703-2b2f25103e17\n", + " 9cd28c80-2ba9-44c7-a061-93f12518103b\n", " 2016\n", - " White Sox\n", - " Orioles\n", - " 199\n", + " Red Sox\n", + " Rangers\n", + " 201\n", " \n", " \n", " 23\n", - " 5fc8c6f0-a70e-4d1b-877f-eb1ec8e6f636\n", + " e96155d0-7ae8-4569-9dc5-038e4fe0a999\n", " 2016\n", + " Nationals\n", " Diamondbacks\n", - " Giants\n", - " 175\n", + " 115\n", " \n", " \n", " 24\n", - " 95d548b6-2da8-4644-812e-b277fec5b91f\n", + " b500a645-1cb5-451c-91d1-03729056a784\n", " 2016\n", - " Braves\n", - " Mets\n", - " 201\n", + " Nationals\n", + " Marlins\n", + " 183\n", " \n", " \n", "\n", @@ -4465,65 +4145,65 @@ "[2431 rows x 5 columns in total]" ], "text/plain": [ - " gameId year team team \\\n", - "0 d60c6036-0ce1-4c90-8dd9-de3b403c92a8 2016 Nationals Brewers \n", - "1 af72a0b9-65f7-49fb-9b30-d505068bdf6d 2016 Reds Brewers \n", - "2 f57e1271-d217-400a-aea6-2e2d7d6a59a0 2016 Orioles Rays \n", - "3 198f4eed-a29f-41e2-8623-cb261e5ab370 2016 Rockies Giants \n", - "4 cb3ef033-dd57-41fd-b206-cdd3bc12c74f 2016 Twins Indians \n", - "5 4be9f735-a98e-4689-87ce-852cc3a1e79d 2016 Blue Jays Orioles \n", - "6 0b2de8c3-11d9-4f0f-a186-25b59f34a5d8 2016 Yankees Mets \n", - "7 60d80663-6ced-44aa-aad9-0f4bf8d3b4d2 2016 Red Sox Rays \n", - "8 7e1c2095-4fea-454c-8773-096ceb6fb05c 2016 Cardinals Pirates \n", - "9 f7f24ce3-7f9d-4e8a-986e-095db847c4c1 2016 Rays Twins \n", - "10 5c26e7fc-c99f-48b4-92c1-4a7208c8cfe9 2016 Rays Twins \n", - "11 6d2cab13-dd85-477a-8769-669069f85836 2016 Royals Rays \n", - "12 bca90342-7ddc-468e-b189-d43fad7528ec 2016 Astros Rays \n", - "13 630f4f78-03cc-43c1-9e57-ababb9c11418 2016 Dodgers Giants \n", - "14 c0cf1376-1115-4a2f-b457-3f82bbc41a89 2016 Tigers White Sox \n", - "15 46463c50-0f5c-4dca-a661-dd194464e791 2016 Cardinals Cubs \n", - "16 392ad56d-972e-4f77-98e2-5f8577931cf8 2016 Giants Cardinals \n", - "17 307730fa-bbed-4221-b4e6-a2492f546fd5 2016 Red Sox Twins \n", - "18 1cbc558f-7615-4fa9-bf97-7ccd62040d6f 2016 Mets Braves \n", - "19 723348ba-1645-43fc-9e22-92994f7a63bd 2016 Athletics Twins \n", - "20 ffbd6ecc-82e1-4e5d-9bd1-4ea210be5992 2016 Twins Marlins \n", - "21 f2747230-7df5-4535-a475-a1c823d0d654 2016 Twins Yankees \n", - "22 db3b6f35-a7a4-430a-8703-2b2f25103e17 2016 White Sox Orioles \n", - "23 5fc8c6f0-a70e-4d1b-877f-eb1ec8e6f636 2016 Diamondbacks Giants \n", - "24 95d548b6-2da8-4644-812e-b277fec5b91f 2016 Braves Mets \n", + " gameId year team team \\\n", + "0 7283fe5e-7b8b-4d3a-b729-476cda6e4c45 2016 Rockies Mets \n", + "1 4f086577-3575-4b8c-a7c9-e6a05d674367 2016 Phillies Dodgers \n", + "2 28cac4ff-bec0-4ae6-94f2-0dbc763afff2 2016 White Sox Braves \n", + "3 8606d487-9de5-436b-afaf-02773cf900f0 2016 Mets Twins \n", + "4 fabb7d45-7929-4f83-ae04-0e6c308eaf7b 2016 Pirates Brewers \n", + "5 d12c179f-f52e-401d-8453-58bfca1d0d4f 2016 Yankees Angels \n", + "6 62b6c3a3-4d0e-4c3a-b1fe-b0a6bcbbcbb1 2016 Diamondbacks Phillies \n", + "7 4119beed-2d02-4d80-bf73-7c4a5099de37 2016 Red Sox Athletics \n", + "8 32a3546f-dde0-428f-aee2-8983d72ea67e 2016 Red Sox Twins \n", + "9 9c736289-013b-4324-bf65-e764b35f921e 2016 Orioles Royals \n", + "10 1fc4aacb-55e0-4a44-9eeb-666dfc2811e4 2016 Diamondbacks Braves \n", + "11 017eea48-e435-49f9-96cf-2e7398da091a 2016 Cubs Pirates \n", + "12 b66b14b0-0779-4b47-8ef7-f7e1f5d01a29 2016 Orioles Mariners \n", + "13 702531f6-fb59-44cd-a240-14fcfeac3a06 2016 Twins Phillies \n", + "14 b4ba0d8d-3cee-4416-a328-17de07577dea 2016 Yankees Mariners \n", + "15 866bb365-541f-4a54-a797-8e4d9b1f2af5 2016 Tigers Royals \n", + "16 0c6cc3f2-41f4-4bec-bf13-083627634e4a 2016 Mets Nationals \n", + "17 8e88e37f-90a4-4fb8-adec-3942736b2950 2016 Mets Reds \n", + "18 decfca6c-4f87-4129-8c62-2e12993f2089 2016 Rangers Astros \n", + "19 530ca8e9-dd8a-4c19-9ba2-1f25a2ea8818 2016 Twins Braves \n", + "20 6431c53c-d8cd-4c75-8670-8c2577090b01 2016 Astros Cardinals \n", + "21 064dacb7-e6a4-47fe-8185-db10285192da 2016 Astros Athletics \n", + "22 9cd28c80-2ba9-44c7-a061-93f12518103b 2016 Red Sox Rangers \n", + "23 e96155d0-7ae8-4569-9dc5-038e4fe0a999 2016 Nationals Diamondbacks \n", + "24 b500a645-1cb5-451c-91d1-03729056a784 2016 Nationals Marlins \n", "\n", " duration_minutes \n", - "0 167 \n", - "1 172 \n", - "2 166 \n", - "3 182 \n", - "4 204 \n", - "5 184 \n", - "6 182 \n", - "7 191 \n", - "8 201 \n", - "9 189 \n", - "10 177 \n", - "11 183 \n", - "12 194 \n", - "13 178 \n", - "14 193 \n", - "15 160 \n", - "16 169 \n", - "17 251 \n", - "18 151 \n", - "19 153 \n", - "20 185 \n", - "21 180 \n", - "22 199 \n", - "23 175 \n", - "24 201 \n", + "0 191 \n", + "1 174 \n", + "2 168 \n", + "3 255 \n", + "4 167 \n", + "5 178 \n", + "6 214 \n", + "7 187 \n", + "8 165 \n", + "9 157 \n", + "10 175 \n", + "11 175 \n", + "12 179 \n", + "13 168 \n", + "14 201 \n", + "15 177 \n", + "16 222 \n", + "17 178 \n", + "18 195 \n", + "19 143 \n", + "20 179 \n", + "21 185 \n", + "22 201 \n", + "23 115 \n", + "24 183 \n", "...\n", "\n", "[2431 rows x 5 columns]" ] }, - "execution_count": 23, + "execution_count": 24, "metadata": {}, "output_type": "execute_result" } @@ -4535,26 +4215,14 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 25, "id": "1a80f6f8-a172-4d7d-a2f5-e10871da7224", "metadata": {}, "outputs": [ { "data": { "text/html": [ - "Query job 089a657b-e651-4b17-a4ce-4d7be682a49c is DONE. 0 Bytes processed. Open Job" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "Query job 740ad61e-cf14-41f1-ae4e-23d1fb8ed155 is DONE. 82.0 kB processed. Open Job" + "Query job a9c6db5a-77db-4973-a517-895fbd3b64fe is DONE. 82.0 kB processed. Open Job" ], "text/plain": [ "" @@ -4591,128 +4259,128 @@ " \n", " \n", " 0\n", - " Nationals\n", - " Brewers\n", + " Rockies\n", + " Mets\n", " \n", " \n", " 1\n", - " Reds\n", - " Brewers\n", + " Phillies\n", + " Dodgers\n", " \n", " \n", " 2\n", - " Orioles\n", - " Rays\n", + " White Sox\n", + " Braves\n", " \n", " \n", " 3\n", - " Rockies\n", - " Giants\n", + " Mets\n", + " Twins\n", " \n", " \n", " 4\n", - " Twins\n", - " Indians\n", + " Pirates\n", + " Brewers\n", " \n", " \n", " 5\n", - " Blue Jays\n", - " Orioles\n", + " Yankees\n", + " Angels\n", " \n", " \n", " 6\n", - " Yankees\n", - " Mets\n", + " Diamondbacks\n", + " Phillies\n", " \n", " \n", " 7\n", " Red Sox\n", - " Rays\n", + " Athletics\n", " \n", " \n", " 8\n", - " Cardinals\n", - " Pirates\n", + " Red Sox\n", + " Twins\n", " \n", " \n", " 9\n", - " Rays\n", - " Twins\n", + " Orioles\n", + " Royals\n", " \n", " \n", " 10\n", - " Rays\n", - " Twins\n", + " Diamondbacks\n", + " Braves\n", " \n", " \n", " 11\n", - " Royals\n", - " Rays\n", + " Cubs\n", + " Pirates\n", " \n", " \n", " 12\n", - " Astros\n", - " Rays\n", + " Orioles\n", + " Mariners\n", " \n", " \n", " 13\n", - " Dodgers\n", - " Giants\n", + " Twins\n", + " Phillies\n", " \n", " \n", " 14\n", - " Tigers\n", - " White Sox\n", + " Yankees\n", + " Mariners\n", " \n", " \n", " 15\n", - " Cardinals\n", - " Cubs\n", + " Tigers\n", + " Royals\n", " \n", " \n", " 16\n", - " Giants\n", - " Cardinals\n", + " Mets\n", + " Nationals\n", " \n", " \n", " 17\n", - " Red Sox\n", - " Twins\n", + " Mets\n", + " Reds\n", " \n", " \n", " 18\n", - " Mets\n", - " Braves\n", + " Rangers\n", + " Astros\n", " \n", " \n", " 19\n", - " Athletics\n", " Twins\n", + " Braves\n", " \n", " \n", " 20\n", - " Twins\n", - " Marlins\n", + " Astros\n", + " Cardinals\n", " \n", " \n", " 21\n", - " Twins\n", - " Yankees\n", + " Astros\n", + " Athletics\n", " \n", " \n", " 22\n", - " White Sox\n", - " Orioles\n", + " Red Sox\n", + " Rangers\n", " \n", " \n", " 23\n", + " Nationals\n", " Diamondbacks\n", - " Giants\n", " \n", " \n", " 24\n", - " Braves\n", - " Mets\n", + " Nationals\n", + " Marlins\n", " \n", " \n", "\n", @@ -4720,38 +4388,38 @@ "[2431 rows x 2 columns in total]" ], "text/plain": [ - " team team\n", - "0 Nationals Brewers\n", - "1 Reds Brewers\n", - "2 Orioles Rays\n", - "3 Rockies Giants\n", - "4 Twins Indians\n", - "5 Blue Jays Orioles\n", - "6 Yankees Mets\n", - "7 Red Sox Rays\n", - "8 Cardinals Pirates\n", - "9 Rays Twins\n", - "10 Rays Twins\n", - "11 Royals Rays\n", - "12 Astros Rays\n", - "13 Dodgers Giants\n", - "14 Tigers White Sox\n", - "15 Cardinals Cubs\n", - "16 Giants Cardinals\n", - "17 Red Sox Twins\n", - "18 Mets Braves\n", - "19 Athletics Twins\n", - "20 Twins Marlins\n", - "21 Twins Yankees\n", - "22 White Sox Orioles\n", - "23 Diamondbacks Giants\n", - "24 Braves Mets\n", + " team team\n", + "0 Rockies Mets\n", + "1 Phillies Dodgers\n", + "2 White Sox Braves\n", + "3 Mets Twins\n", + "4 Pirates Brewers\n", + "5 Yankees Angels\n", + "6 Diamondbacks Phillies\n", + "7 Red Sox Athletics\n", + "8 Red Sox Twins\n", + "9 Orioles Royals\n", + "10 Diamondbacks Braves\n", + "11 Cubs Pirates\n", + "12 Orioles Mariners\n", + "13 Twins Phillies\n", + "14 Yankees Mariners\n", + "15 Tigers Royals\n", + "16 Mets Nationals\n", + "17 Mets Reds\n", + "18 Rangers Astros\n", + "19 Twins Braves\n", + "20 Astros Cardinals\n", + "21 Astros Athletics\n", + "22 Red Sox Rangers\n", + "23 Nationals Diamondbacks\n", + "24 Nationals Marlins\n", "...\n", "\n", "[2431 rows x 2 columns]" ] }, - "execution_count": 24, + "execution_count": 25, "metadata": {}, "output_type": "execute_result" } @@ -4771,26 +4439,14 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 26, "id": "2414a095-37df-4755-b86c-2031a6cb9d4a", "metadata": {}, "outputs": [ { "data": { "text/html": [ - "Query job d3b3cd83-d9cf-4c5b-9015-e3979e0857f3 is DONE. 0 Bytes processed. Open Job" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "Query job e4d99a58-738d-42af-863e-d1262a32c93c is DONE. 77.8 kB processed. Open Job" + "Query job c1af6b45-e8ad-489a-ac41-2f72fe76d716 is DONE. 77.8 kB processed. Open Job" ], "text/plain": [ "" @@ -4828,127 +4484,127 @@ " \n", " 0\n", " 2016\n", - " 167\n", + " 191\n", " \n", " \n", " 1\n", " 2016\n", - " 172\n", + " 174\n", " \n", " \n", " 2\n", " 2016\n", - " 166\n", + " 168\n", " \n", " \n", " 3\n", " 2016\n", - " 182\n", + " 255\n", " \n", " \n", " 4\n", " 2016\n", - " 204\n", + " 167\n", " \n", " \n", " 5\n", " 2016\n", - " 184\n", + " 178\n", " \n", " \n", " 6\n", " 2016\n", - " 182\n", + " 214\n", " \n", " \n", " 7\n", " 2016\n", - " 191\n", + " 187\n", " \n", " \n", " 8\n", " 2016\n", - " 201\n", + " 165\n", " \n", " \n", " 9\n", " 2016\n", - " 189\n", + " 157\n", " \n", " \n", " 10\n", " 2016\n", - " 177\n", + " 175\n", " \n", " \n", " 11\n", " 2016\n", - " 183\n", + " 175\n", " \n", " \n", " 12\n", " 2016\n", - " 194\n", + " 179\n", " \n", " \n", " 13\n", " 2016\n", - " 178\n", + " 168\n", " \n", " \n", " 14\n", " 2016\n", - " 193\n", + " 201\n", " \n", " \n", " 15\n", " 2016\n", - " 160\n", + " 177\n", " \n", " \n", " 16\n", " 2016\n", - " 169\n", + " 222\n", " \n", " \n", " 17\n", " 2016\n", - " 251\n", + " 178\n", " \n", " \n", " 18\n", " 2016\n", - " 151\n", + " 195\n", " \n", " \n", " 19\n", " 2016\n", - " 153\n", + " 143\n", " \n", " \n", " 20\n", " 2016\n", - " 185\n", + " 179\n", " \n", " \n", " 21\n", " 2016\n", - " 180\n", + " 185\n", " \n", " \n", " 22\n", " 2016\n", - " 199\n", + " 201\n", " \n", " \n", " 23\n", " 2016\n", - " 175\n", + " 115\n", " \n", " \n", " 24\n", " 2016\n", - " 201\n", + " 183\n", " \n", " \n", "\n", @@ -4957,37 +4613,37 @@ ], "text/plain": [ " year duration_minutes\n", - "0 2016 167\n", - "1 2016 172\n", - "2 2016 166\n", - "3 2016 182\n", - "4 2016 204\n", - "5 2016 184\n", - "6 2016 182\n", - "7 2016 191\n", - "8 2016 201\n", - "9 2016 189\n", - "10 2016 177\n", - "11 2016 183\n", - "12 2016 194\n", - "13 2016 178\n", - "14 2016 193\n", - "15 2016 160\n", - "16 2016 169\n", - "17 2016 251\n", - "18 2016 151\n", - "19 2016 153\n", - "20 2016 185\n", - "21 2016 180\n", - "22 2016 199\n", - "23 2016 175\n", - "24 2016 201\n", + "0 2016 191\n", + "1 2016 174\n", + "2 2016 168\n", + "3 2016 255\n", + "4 2016 167\n", + "5 2016 178\n", + "6 2016 214\n", + "7 2016 187\n", + "8 2016 165\n", + "9 2016 157\n", + "10 2016 175\n", + "11 2016 175\n", + "12 2016 179\n", + "13 2016 168\n", + "14 2016 201\n", + "15 2016 177\n", + "16 2016 222\n", + "17 2016 178\n", + "18 2016 195\n", + "19 2016 143\n", + "20 2016 179\n", + "21 2016 185\n", + "22 2016 201\n", + "23 2016 115\n", + "24 2016 183\n", "...\n", "\n", "[2431 rows x 2 columns]" ] }, - "execution_count": 25, + "execution_count": 26, "metadata": {}, "output_type": "execute_result" } @@ -4999,26 +4655,14 @@ }, { "cell_type": "code", - "execution_count": 26, + "execution_count": 27, "id": "7d437c7c-ae74-4f0d-a4f8-10a133f4b61e", "metadata": {}, "outputs": [ { "data": { "text/html": [ - "Query job e5c2b908-c539-4349-8368-50e61d8e19cd is DONE. 0 Bytes processed. Open Job" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "Query job c5a563d2-9780-4c51-996b-bf0242b96e39 is DONE. 77.8 kB processed. Open Job" + "Query job 42cf12ef-c81e-4289-a68d-2d32fae1d6dd is DONE. 77.8 kB processed. Open Job" ], "text/plain": [ "" @@ -5056,127 +4700,127 @@ " \n", " 0\n", " 2017\n", - " 168\n", + " 192\n", " \n", " \n", " 1\n", " 2017\n", - " 173\n", + " 175\n", " \n", " \n", " 2\n", " 2017\n", - " 167\n", + " 169\n", " \n", " \n", " 3\n", " 2017\n", - " 183\n", + " 256\n", " \n", " \n", " 4\n", " 2017\n", - " 205\n", + " 168\n", " \n", " \n", " 5\n", " 2017\n", - " 185\n", + " 179\n", " \n", " \n", " 6\n", " 2017\n", - " 183\n", + " 215\n", " \n", " \n", " 7\n", " 2017\n", - " 192\n", + " 188\n", " \n", " \n", " 8\n", " 2017\n", - " 202\n", + " 166\n", " \n", " \n", " 9\n", " 2017\n", - " 190\n", + " 158\n", " \n", " \n", " 10\n", " 2017\n", - " 178\n", + " 176\n", " \n", " \n", " 11\n", " 2017\n", - " 184\n", + " 176\n", " \n", " \n", " 12\n", " 2017\n", - " 195\n", + " 180\n", " \n", " \n", " 13\n", " 2017\n", - " 179\n", + " 169\n", " \n", " \n", " 14\n", " 2017\n", - " 194\n", + " 202\n", " \n", " \n", " 15\n", " 2017\n", - " 161\n", + " 178\n", " \n", " \n", " 16\n", " 2017\n", - " 170\n", + " 223\n", " \n", " \n", " 17\n", " 2017\n", - " 252\n", + " 179\n", " \n", " \n", " 18\n", " 2017\n", - " 152\n", + " 196\n", " \n", " \n", " 19\n", " 2017\n", - " 154\n", + " 144\n", " \n", " \n", " 20\n", " 2017\n", - " 186\n", + " 180\n", " \n", " \n", " 21\n", " 2017\n", - " 181\n", + " 186\n", " \n", " \n", " 22\n", " 2017\n", - " 200\n", + " 202\n", " \n", " \n", " 23\n", " 2017\n", - " 176\n", + " 116\n", " \n", " \n", " 24\n", " 2017\n", - " 202\n", + " 184\n", " \n", " \n", "\n", @@ -5185,37 +4829,37 @@ ], "text/plain": [ " year duration_minutes\n", - "0 2017 168\n", - "1 2017 173\n", - "2 2017 167\n", - "3 2017 183\n", - "4 2017 205\n", - "5 2017 185\n", - "6 2017 183\n", - "7 2017 192\n", - "8 2017 202\n", - "9 2017 190\n", - "10 2017 178\n", - "11 2017 184\n", - "12 2017 195\n", - "13 2017 179\n", - "14 2017 194\n", - "15 2017 161\n", - "16 2017 170\n", - "17 2017 252\n", - "18 2017 152\n", - "19 2017 154\n", - "20 2017 186\n", - "21 2017 181\n", - "22 2017 200\n", - "23 2017 176\n", - "24 2017 202\n", + "0 2017 192\n", + "1 2017 175\n", + "2 2017 169\n", + "3 2017 256\n", + "4 2017 168\n", + "5 2017 179\n", + "6 2017 215\n", + "7 2017 188\n", + "8 2017 166\n", + "9 2017 158\n", + "10 2017 176\n", + "11 2017 176\n", + "12 2017 180\n", + "13 2017 169\n", + "14 2017 202\n", + "15 2017 178\n", + "16 2017 223\n", + "17 2017 179\n", + "18 2017 196\n", + "19 2017 144\n", + "20 2017 180\n", + "21 2017 186\n", + "22 2017 202\n", + "23 2017 116\n", + "24 2017 184\n", "...\n", "\n", "[2431 rows x 2 columns]" ] }, - "execution_count": 26, + "execution_count": 27, "metadata": {}, "output_type": "execute_result" } @@ -5234,22 +4878,10 @@ }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 28, "id": "ab429fa5", "metadata": {}, "outputs": [ - { - "data": { - "text/html": [ - "Query job b6495f3d-619c-429e-8904-5cdc4957d09f is DONE. 77.8 kB processed. Open Job" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, { "data": { "text/html": [ @@ -5279,27 +4911,27 @@ " \n", " 0\n", " 2016\n", - " 167\n", + " 191\n", " \n", " \n", " 1\n", " 2016\n", - " 172\n", + " 174\n", " \n", " \n", " 2\n", " 2016\n", - " 166\n", + " 168\n", " \n", " \n", " 3\n", " 2016\n", - " 182\n", + " 255\n", " \n", " \n", " 4\n", " 2016\n", - " 204\n", + " 167\n", " \n", " \n", " ...\n", @@ -5309,27 +4941,27 @@ " \n", " 2426\n", " 2016\n", - " 199\n", + " 238\n", " \n", " \n", " 2427\n", " 2016\n", - " 181\n", + " 205\n", " \n", " \n", " 2428\n", " 2016\n", - " 205\n", + " 233\n", " \n", " \n", " 2429\n", " 2016\n", - " 203\n", + " 172\n", " \n", " \n", " 2430\n", " 2016\n", - " 182\n", + " 174\n", " \n", " \n", "\n", @@ -5338,22 +4970,22 @@ ], "text/plain": [ " year duration_minutes\n", - "0 2016 167\n", - "1 2016 172\n", - "2 2016 166\n", - "3 2016 182\n", - "4 2016 204\n", + "0 2016 191\n", + "1 2016 174\n", + "2 2016 168\n", + "3 2016 255\n", + "4 2016 167\n", "... ... ...\n", - "2426 2016 199\n", - "2427 2016 181\n", - "2428 2016 205\n", - "2429 2016 203\n", - "2430 2016 182\n", + "2426 2016 238\n", + "2427 2016 205\n", + "2428 2016 233\n", + "2429 2016 172\n", + "2430 2016 174\n", "\n", "[2431 rows x 2 columns]" ] }, - "execution_count": 27, + "execution_count": 28, "metadata": {}, "output_type": "execute_result" } @@ -5380,7 +5012,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.1" + "version": "3.10.14" } }, "nbformat": 4, From 43778552b04b4454646ad0afb8704965a9f49c98 Mon Sep 17 00:00:00 2001 From: Garrett Wu Date: Tue, 6 May 2025 23:38:30 +0000 Subject: [PATCH 4/4] reset df notebook --- notebooks/dataframes/dataframe.ipynb | 4268 ++++++++++++++------------ 1 file changed, 2318 insertions(+), 1950 deletions(-) diff --git a/notebooks/dataframes/dataframe.ipynb b/notebooks/dataframes/dataframe.ipynb index 7003a352ed..de9bb1d04f 100644 --- a/notebooks/dataframes/dataframe.ipynb +++ b/notebooks/dataframes/dataframe.ipynb @@ -33,23 +33,10 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 1, "id": "96757c59-fc22-420e-a42f-c6cb956110ec", "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "Query job d848844c-0f27-4773-aad1-f5ae8f933f63 is DONE. 0 Bytes processed. Open Job" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "import bigframes.pandas as bpd\n", "\n", @@ -67,7 +54,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 2, "id": "05cb36e9-bb75-4f6f-8eb6-e4219df6e1d2", "metadata": {}, "outputs": [], @@ -77,14 +64,26 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 3, "id": "f124234c-d292-4520-b9cc-a162e2b16d91", "metadata": {}, "outputs": [ { "data": { "text/html": [ - "Query job 905ac065-c2f9-4460-8055-a64aa8c0ea27 is DONE. 582.8 kB processed. Open Job" + "Query job e6f77e72-820c-47ba-bd95-6b1ac360dc86 is DONE. 0 Bytes processed. Open Job" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "Query job 1280ea98-5503-4b32-899b-65ce4b4ad50f is DONE. 582.8 kB processed. Open Job" ], "text/plain": [ "" @@ -124,203 +123,203 @@ " \n", " \n", " 0\n", - " 7283fe5e-7b8b-4d3a-b729-476cda6e4c45\n", + " d60c6036-0ce1-4c90-8dd9-de3b403c92a8\n", " 2016\n", - " Rockies\n", - " Mets\n", - " 191\n", + " Nationals\n", + " Brewers\n", + " 167\n", " \n", " \n", " 1\n", - " 4f086577-3575-4b8c-a7c9-e6a05d674367\n", + " af72a0b9-65f7-49fb-9b30-d505068bdf6d\n", " 2016\n", - " Phillies\n", - " Dodgers\n", - " 174\n", + " Reds\n", + " Brewers\n", + " 172\n", " \n", " \n", " 2\n", - " 28cac4ff-bec0-4ae6-94f2-0dbc763afff2\n", + " f57e1271-d217-400a-aea6-2e2d7d6a59a0\n", " 2016\n", - " White Sox\n", - " Braves\n", - " 168\n", + " Orioles\n", + " Rays\n", + " 166\n", " \n", " \n", " 3\n", - " 8606d487-9de5-436b-afaf-02773cf900f0\n", + " 198f4eed-a29f-41e2-8623-cb261e5ab370\n", " 2016\n", - " Mets\n", - " Twins\n", - " 255\n", + " Rockies\n", + " Giants\n", + " 182\n", " \n", " \n", " 4\n", - " fabb7d45-7929-4f83-ae04-0e6c308eaf7b\n", + " cb3ef033-dd57-41fd-b206-cdd3bc12c74f\n", " 2016\n", - " Pirates\n", - " Brewers\n", - " 167\n", + " Twins\n", + " Indians\n", + " 204\n", " \n", " \n", " 5\n", - " d12c179f-f52e-401d-8453-58bfca1d0d4f\n", + " 4be9f735-a98e-4689-87ce-852cc3a1e79d\n", " 2016\n", - " Yankees\n", - " Angels\n", - " 178\n", + " Blue Jays\n", + " Orioles\n", + " 184\n", " \n", " \n", " 6\n", - " 62b6c3a3-4d0e-4c3a-b1fe-b0a6bcbbcbb1\n", + " 0b2de8c3-11d9-4f0f-a186-25b59f34a5d8\n", " 2016\n", - " Diamondbacks\n", - " Phillies\n", - " 214\n", + " Yankees\n", + " Mets\n", + " 182\n", " \n", " \n", " 7\n", - " 4119beed-2d02-4d80-bf73-7c4a5099de37\n", + " 60d80663-6ced-44aa-aad9-0f4bf8d3b4d2\n", " 2016\n", " Red Sox\n", - " Athletics\n", - " 187\n", + " Rays\n", + " 191\n", " \n", " \n", " 8\n", - " 32a3546f-dde0-428f-aee2-8983d72ea67e\n", + " 7e1c2095-4fea-454c-8773-096ceb6fb05c\n", " 2016\n", - " Red Sox\n", - " Twins\n", - " 165\n", + " Cardinals\n", + " Pirates\n", + " 201\n", " \n", " \n", " 9\n", - " 9c736289-013b-4324-bf65-e764b35f921e\n", + " f7f24ce3-7f9d-4e8a-986e-095db847c4c1\n", " 2016\n", - " Orioles\n", - " Royals\n", - " 157\n", + " Rays\n", + " Twins\n", + " 189\n", " \n", " \n", " 10\n", - " 1fc4aacb-55e0-4a44-9eeb-666dfc2811e4\n", + " 5c26e7fc-c99f-48b4-92c1-4a7208c8cfe9\n", " 2016\n", - " Diamondbacks\n", - " Braves\n", - " 175\n", + " Rays\n", + " Twins\n", + " 177\n", " \n", " \n", " 11\n", - " 017eea48-e435-49f9-96cf-2e7398da091a\n", + " 6d2cab13-dd85-477a-8769-669069f85836\n", " 2016\n", - " Cubs\n", - " Pirates\n", - " 175\n", + " Royals\n", + " Rays\n", + " 183\n", " \n", " \n", " 12\n", - " b66b14b0-0779-4b47-8ef7-f7e1f5d01a29\n", + " bca90342-7ddc-468e-b189-d43fad7528ec\n", " 2016\n", - " Orioles\n", - " Mariners\n", - " 179\n", + " Astros\n", + " Rays\n", + " 194\n", " \n", " \n", " 13\n", - " 702531f6-fb59-44cd-a240-14fcfeac3a06\n", + " 630f4f78-03cc-43c1-9e57-ababb9c11418\n", " 2016\n", - " Twins\n", - " Phillies\n", - " 168\n", + " Dodgers\n", + " Giants\n", + " 178\n", " \n", " \n", " 14\n", - " b4ba0d8d-3cee-4416-a328-17de07577dea\n", + " c0cf1376-1115-4a2f-b457-3f82bbc41a89\n", " 2016\n", - " Yankees\n", - " Mariners\n", - " 201\n", + " Tigers\n", + " White Sox\n", + " 193\n", " \n", " \n", " 15\n", - " 866bb365-541f-4a54-a797-8e4d9b1f2af5\n", + " 46463c50-0f5c-4dca-a661-dd194464e791\n", " 2016\n", - " Tigers\n", - " Royals\n", - " 177\n", + " Cardinals\n", + " Cubs\n", + " 160\n", " \n", " \n", " 16\n", - " 0c6cc3f2-41f4-4bec-bf13-083627634e4a\n", + " 392ad56d-972e-4f77-98e2-5f8577931cf8\n", " 2016\n", - " Mets\n", - " Nationals\n", - " 222\n", + " Giants\n", + " Cardinals\n", + " 169\n", " \n", " \n", " 17\n", - " 8e88e37f-90a4-4fb8-adec-3942736b2950\n", + " 307730fa-bbed-4221-b4e6-a2492f546fd5\n", " 2016\n", - " Mets\n", - " Reds\n", - " 178\n", + " Red Sox\n", + " Twins\n", + " 251\n", " \n", " \n", " 18\n", - " decfca6c-4f87-4129-8c62-2e12993f2089\n", + " 1cbc558f-7615-4fa9-bf97-7ccd62040d6f\n", " 2016\n", - " Rangers\n", - " Astros\n", - " 195\n", + " Mets\n", + " Braves\n", + " 151\n", " \n", " \n", " 19\n", - " 530ca8e9-dd8a-4c19-9ba2-1f25a2ea8818\n", + " 723348ba-1645-43fc-9e22-92994f7a63bd\n", " 2016\n", + " Athletics\n", " Twins\n", - " Braves\n", - " 143\n", + " 153\n", " \n", " \n", " 20\n", - " 6431c53c-d8cd-4c75-8670-8c2577090b01\n", + " ffbd6ecc-82e1-4e5d-9bd1-4ea210be5992\n", " 2016\n", - " Astros\n", - " Cardinals\n", - " 179\n", + " Twins\n", + " Marlins\n", + " 185\n", " \n", " \n", " 21\n", - " 064dacb7-e6a4-47fe-8185-db10285192da\n", + " f2747230-7df5-4535-a475-a1c823d0d654\n", " 2016\n", - " Astros\n", - " Athletics\n", - " 185\n", + " Twins\n", + " Yankees\n", + " 180\n", " \n", " \n", " 22\n", - " 9cd28c80-2ba9-44c7-a061-93f12518103b\n", + " db3b6f35-a7a4-430a-8703-2b2f25103e17\n", " 2016\n", - " Red Sox\n", - " Rangers\n", - " 201\n", + " White Sox\n", + " Orioles\n", + " 199\n", " \n", " \n", " 23\n", - " e96155d0-7ae8-4569-9dc5-038e4fe0a999\n", + " 5fc8c6f0-a70e-4d1b-877f-eb1ec8e6f636\n", " 2016\n", - " Nationals\n", " Diamondbacks\n", - " 115\n", + " Giants\n", + " 175\n", " \n", " \n", " 24\n", - " b500a645-1cb5-451c-91d1-03729056a784\n", + " 95d548b6-2da8-4644-812e-b277fec5b91f\n", " 2016\n", - " Nationals\n", - " Marlins\n", - " 183\n", + " Braves\n", + " Mets\n", + " 201\n", " \n", " \n", "\n", @@ -328,65 +327,65 @@ "[2431 rows x 5 columns in total]" ], "text/plain": [ - " gameId year homeTeamName awayTeamName \\\n", - "0 7283fe5e-7b8b-4d3a-b729-476cda6e4c45 2016 Rockies Mets \n", - "1 4f086577-3575-4b8c-a7c9-e6a05d674367 2016 Phillies Dodgers \n", - "2 28cac4ff-bec0-4ae6-94f2-0dbc763afff2 2016 White Sox Braves \n", - "3 8606d487-9de5-436b-afaf-02773cf900f0 2016 Mets Twins \n", - "4 fabb7d45-7929-4f83-ae04-0e6c308eaf7b 2016 Pirates Brewers \n", - "5 d12c179f-f52e-401d-8453-58bfca1d0d4f 2016 Yankees Angels \n", - "6 62b6c3a3-4d0e-4c3a-b1fe-b0a6bcbbcbb1 2016 Diamondbacks Phillies \n", - "7 4119beed-2d02-4d80-bf73-7c4a5099de37 2016 Red Sox Athletics \n", - "8 32a3546f-dde0-428f-aee2-8983d72ea67e 2016 Red Sox Twins \n", - "9 9c736289-013b-4324-bf65-e764b35f921e 2016 Orioles Royals \n", - "10 1fc4aacb-55e0-4a44-9eeb-666dfc2811e4 2016 Diamondbacks Braves \n", - "11 017eea48-e435-49f9-96cf-2e7398da091a 2016 Cubs Pirates \n", - "12 b66b14b0-0779-4b47-8ef7-f7e1f5d01a29 2016 Orioles Mariners \n", - "13 702531f6-fb59-44cd-a240-14fcfeac3a06 2016 Twins Phillies \n", - "14 b4ba0d8d-3cee-4416-a328-17de07577dea 2016 Yankees Mariners \n", - "15 866bb365-541f-4a54-a797-8e4d9b1f2af5 2016 Tigers Royals \n", - "16 0c6cc3f2-41f4-4bec-bf13-083627634e4a 2016 Mets Nationals \n", - "17 8e88e37f-90a4-4fb8-adec-3942736b2950 2016 Mets Reds \n", - "18 decfca6c-4f87-4129-8c62-2e12993f2089 2016 Rangers Astros \n", - "19 530ca8e9-dd8a-4c19-9ba2-1f25a2ea8818 2016 Twins Braves \n", - "20 6431c53c-d8cd-4c75-8670-8c2577090b01 2016 Astros Cardinals \n", - "21 064dacb7-e6a4-47fe-8185-db10285192da 2016 Astros Athletics \n", - "22 9cd28c80-2ba9-44c7-a061-93f12518103b 2016 Red Sox Rangers \n", - "23 e96155d0-7ae8-4569-9dc5-038e4fe0a999 2016 Nationals Diamondbacks \n", - "24 b500a645-1cb5-451c-91d1-03729056a784 2016 Nationals Marlins \n", + " gameId year homeTeamName awayTeamName \\\n", + "0 d60c6036-0ce1-4c90-8dd9-de3b403c92a8 2016 Nationals Brewers \n", + "1 af72a0b9-65f7-49fb-9b30-d505068bdf6d 2016 Reds Brewers \n", + "2 f57e1271-d217-400a-aea6-2e2d7d6a59a0 2016 Orioles Rays \n", + "3 198f4eed-a29f-41e2-8623-cb261e5ab370 2016 Rockies Giants \n", + "4 cb3ef033-dd57-41fd-b206-cdd3bc12c74f 2016 Twins Indians \n", + "5 4be9f735-a98e-4689-87ce-852cc3a1e79d 2016 Blue Jays Orioles \n", + "6 0b2de8c3-11d9-4f0f-a186-25b59f34a5d8 2016 Yankees Mets \n", + "7 60d80663-6ced-44aa-aad9-0f4bf8d3b4d2 2016 Red Sox Rays \n", + "8 7e1c2095-4fea-454c-8773-096ceb6fb05c 2016 Cardinals Pirates \n", + "9 f7f24ce3-7f9d-4e8a-986e-095db847c4c1 2016 Rays Twins \n", + "10 5c26e7fc-c99f-48b4-92c1-4a7208c8cfe9 2016 Rays Twins \n", + "11 6d2cab13-dd85-477a-8769-669069f85836 2016 Royals Rays \n", + "12 bca90342-7ddc-468e-b189-d43fad7528ec 2016 Astros Rays \n", + "13 630f4f78-03cc-43c1-9e57-ababb9c11418 2016 Dodgers Giants \n", + "14 c0cf1376-1115-4a2f-b457-3f82bbc41a89 2016 Tigers White Sox \n", + "15 46463c50-0f5c-4dca-a661-dd194464e791 2016 Cardinals Cubs \n", + "16 392ad56d-972e-4f77-98e2-5f8577931cf8 2016 Giants Cardinals \n", + "17 307730fa-bbed-4221-b4e6-a2492f546fd5 2016 Red Sox Twins \n", + "18 1cbc558f-7615-4fa9-bf97-7ccd62040d6f 2016 Mets Braves \n", + "19 723348ba-1645-43fc-9e22-92994f7a63bd 2016 Athletics Twins \n", + "20 ffbd6ecc-82e1-4e5d-9bd1-4ea210be5992 2016 Twins Marlins \n", + "21 f2747230-7df5-4535-a475-a1c823d0d654 2016 Twins Yankees \n", + "22 db3b6f35-a7a4-430a-8703-2b2f25103e17 2016 White Sox Orioles \n", + "23 5fc8c6f0-a70e-4d1b-877f-eb1ec8e6f636 2016 Diamondbacks Giants \n", + "24 95d548b6-2da8-4644-812e-b277fec5b91f 2016 Braves Mets \n", "\n", " duration_minutes \n", - "0 191 \n", - "1 174 \n", - "2 168 \n", - "3 255 \n", - "4 167 \n", - "5 178 \n", - "6 214 \n", - "7 187 \n", - "8 165 \n", - "9 157 \n", - "10 175 \n", - "11 175 \n", - "12 179 \n", - "13 168 \n", - "14 201 \n", - "15 177 \n", - "16 222 \n", - "17 178 \n", - "18 195 \n", - "19 143 \n", - "20 179 \n", - "21 185 \n", - "22 201 \n", - "23 115 \n", - "24 183 \n", + "0 167 \n", + "1 172 \n", + "2 166 \n", + "3 182 \n", + "4 204 \n", + "5 184 \n", + "6 182 \n", + "7 191 \n", + "8 201 \n", + "9 189 \n", + "10 177 \n", + "11 183 \n", + "12 194 \n", + "13 178 \n", + "14 193 \n", + "15 160 \n", + "16 169 \n", + "17 251 \n", + "18 151 \n", + "19 153 \n", + "20 185 \n", + "21 180 \n", + "22 199 \n", + "23 175 \n", + "24 201 \n", "...\n", "\n", "[2431 rows x 5 columns]" ] }, - "execution_count": 4, + "execution_count": 3, "metadata": {}, "output_type": "execute_result" } @@ -398,7 +397,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 4, "id": "a6b8b3ac-1df8-46ff-ac4f-d6e7657fc80c", "metadata": {}, "outputs": [ @@ -408,7 +407,7 @@ "(2431, 5)" ] }, - "execution_count": 5, + "execution_count": 4, "metadata": {}, "output_type": "execute_result" } @@ -428,7 +427,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 5, "id": "34457cc7-e734-4e3f-9f2b-34cdd4e2aba4", "metadata": { "tags": [] @@ -445,7 +444,7 @@ "dtype: object" ] }, - "execution_count": 6, + "execution_count": 5, "metadata": {}, "output_type": "execute_result" } @@ -456,7 +455,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 6, "id": "b4f4383f-f596-41d8-aad2-2fd68d261cfd", "metadata": {}, "outputs": [ @@ -466,7 +465,7 @@ "Index(['gameId', 'year', 'homeTeamName', 'awayTeamName', 'duration_minutes'], dtype='object')" ] }, - "execution_count": 7, + "execution_count": 6, "metadata": {}, "output_type": "execute_result" } @@ -486,7 +485,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 7, "id": "c7017f3d-869d-42e3-bbd8-b3fbc408c2d0", "metadata": { "tags": [] @@ -495,7 +494,31 @@ { "data": { "text/html": [ - "Query job 403d0aa4-f4ab-4935-a511-db84a360b919 is DONE. 213.3 kB processed. Open Job" + "Query job e8a94ab7-7833-43ac-bf14-bfd4310260b9 is DONE. 582.8 kB processed. Open Job" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "Query job 8b1e4a6c-9f93-4588-9c34-ae324a42fd57 is DONE. 0 Bytes processed. Open Job" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "Query job 18db85e7-c94f-46ec-b981-5c582b5ce22a is DONE. 261.3 kB processed. Open Job" ], "text/plain": [ "" @@ -536,228 +559,228 @@ " \n", " \n", " 0\n", - " 7283fe5e-7b8b-4d3a-b729-476cda6e4c45\n", + " d60c6036-0ce1-4c90-8dd9-de3b403c92a8\n", " 2016\n", - " Rockies\n", - " Mets\n", - " 191\n", - " Rockies vs Mets\n", + " Nationals\n", + " Brewers\n", + " 167\n", + " Nationals vs Brewers\n", " \n", " \n", " 1\n", - " 4f086577-3575-4b8c-a7c9-e6a05d674367\n", + " af72a0b9-65f7-49fb-9b30-d505068bdf6d\n", " 2016\n", - " Phillies\n", - " Dodgers\n", - " 174\n", - " Phillies vs Dodgers\n", + " Reds\n", + " Brewers\n", + " 172\n", + " Reds vs Brewers\n", " \n", " \n", " 2\n", - " 28cac4ff-bec0-4ae6-94f2-0dbc763afff2\n", + " f57e1271-d217-400a-aea6-2e2d7d6a59a0\n", " 2016\n", - " White Sox\n", - " Braves\n", - " 168\n", - " White Sox vs Braves\n", + " Orioles\n", + " Rays\n", + " 166\n", + " Orioles vs Rays\n", " \n", " \n", " 3\n", - " 8606d487-9de5-436b-afaf-02773cf900f0\n", + " 198f4eed-a29f-41e2-8623-cb261e5ab370\n", " 2016\n", - " Mets\n", - " Twins\n", - " 255\n", - " Mets vs Twins\n", + " Rockies\n", + " Giants\n", + " 182\n", + " Rockies vs Giants\n", " \n", " \n", " 4\n", - " fabb7d45-7929-4f83-ae04-0e6c308eaf7b\n", + " cb3ef033-dd57-41fd-b206-cdd3bc12c74f\n", " 2016\n", - " Pirates\n", - " Brewers\n", - " 167\n", - " Pirates vs Brewers\n", + " Twins\n", + " Indians\n", + " 204\n", + " Twins vs Indians\n", " \n", " \n", " 5\n", - " d12c179f-f52e-401d-8453-58bfca1d0d4f\n", + " 4be9f735-a98e-4689-87ce-852cc3a1e79d\n", " 2016\n", - " Yankees\n", - " Angels\n", - " 178\n", - " Yankees vs Angels\n", + " Blue Jays\n", + " Orioles\n", + " 184\n", + " Blue Jays vs Orioles\n", " \n", " \n", " 6\n", - " 62b6c3a3-4d0e-4c3a-b1fe-b0a6bcbbcbb1\n", + " 0b2de8c3-11d9-4f0f-a186-25b59f34a5d8\n", " 2016\n", - " Diamondbacks\n", - " Phillies\n", - " 214\n", - " Diamondbacks vs Phillies\n", + " Yankees\n", + " Mets\n", + " 182\n", + " Yankees vs Mets\n", " \n", " \n", " 7\n", - " 4119beed-2d02-4d80-bf73-7c4a5099de37\n", + " 60d80663-6ced-44aa-aad9-0f4bf8d3b4d2\n", " 2016\n", " Red Sox\n", - " Athletics\n", - " 187\n", - " Red Sox vs Athletics\n", + " Rays\n", + " 191\n", + " Red Sox vs Rays\n", " \n", " \n", " 8\n", - " 32a3546f-dde0-428f-aee2-8983d72ea67e\n", + " 7e1c2095-4fea-454c-8773-096ceb6fb05c\n", " 2016\n", - " Red Sox\n", - " Twins\n", - " 165\n", - " Red Sox vs Twins\n", + " Cardinals\n", + " Pirates\n", + " 201\n", + " Cardinals vs Pirates\n", " \n", " \n", " 9\n", - " 9c736289-013b-4324-bf65-e764b35f921e\n", + " f7f24ce3-7f9d-4e8a-986e-095db847c4c1\n", " 2016\n", - " Orioles\n", - " Royals\n", - " 157\n", - " Orioles vs Royals\n", + " Rays\n", + " Twins\n", + " 189\n", + " Rays vs Twins\n", " \n", " \n", " 10\n", - " 1fc4aacb-55e0-4a44-9eeb-666dfc2811e4\n", + " 5c26e7fc-c99f-48b4-92c1-4a7208c8cfe9\n", " 2016\n", - " Diamondbacks\n", - " Braves\n", - " 175\n", - " Diamondbacks vs Braves\n", + " Rays\n", + " Twins\n", + " 177\n", + " Rays vs Twins\n", " \n", " \n", " 11\n", - " 017eea48-e435-49f9-96cf-2e7398da091a\n", + " 6d2cab13-dd85-477a-8769-669069f85836\n", " 2016\n", - " Cubs\n", - " Pirates\n", - " 175\n", - " Cubs vs Pirates\n", + " Royals\n", + " Rays\n", + " 183\n", + " Royals vs Rays\n", " \n", " \n", " 12\n", - " b66b14b0-0779-4b47-8ef7-f7e1f5d01a29\n", + " bca90342-7ddc-468e-b189-d43fad7528ec\n", " 2016\n", - " Orioles\n", - " Mariners\n", - " 179\n", - " Orioles vs Mariners\n", + " Astros\n", + " Rays\n", + " 194\n", + " Astros vs Rays\n", " \n", " \n", " 13\n", - " 702531f6-fb59-44cd-a240-14fcfeac3a06\n", + " 630f4f78-03cc-43c1-9e57-ababb9c11418\n", " 2016\n", - " Twins\n", - " Phillies\n", - " 168\n", - " Twins vs Phillies\n", + " Dodgers\n", + " Giants\n", + " 178\n", + " Dodgers vs Giants\n", " \n", " \n", " 14\n", - " b4ba0d8d-3cee-4416-a328-17de07577dea\n", + " c0cf1376-1115-4a2f-b457-3f82bbc41a89\n", " 2016\n", - " Yankees\n", - " Mariners\n", - " 201\n", - " Yankees vs Mariners\n", + " Tigers\n", + " White Sox\n", + " 193\n", + " Tigers vs White Sox\n", " \n", " \n", " 15\n", - " 866bb365-541f-4a54-a797-8e4d9b1f2af5\n", + " 46463c50-0f5c-4dca-a661-dd194464e791\n", " 2016\n", - " Tigers\n", - " Royals\n", - " 177\n", - " Tigers vs Royals\n", + " Cardinals\n", + " Cubs\n", + " 160\n", + " Cardinals vs Cubs\n", " \n", " \n", " 16\n", - " 0c6cc3f2-41f4-4bec-bf13-083627634e4a\n", + " 392ad56d-972e-4f77-98e2-5f8577931cf8\n", " 2016\n", - " Mets\n", - " Nationals\n", - " 222\n", - " Mets vs Nationals\n", + " Giants\n", + " Cardinals\n", + " 169\n", + " Giants vs Cardinals\n", " \n", " \n", " 17\n", - " 8e88e37f-90a4-4fb8-adec-3942736b2950\n", + " 307730fa-bbed-4221-b4e6-a2492f546fd5\n", " 2016\n", - " Mets\n", - " Reds\n", - " 178\n", - " Mets vs Reds\n", + " Red Sox\n", + " Twins\n", + " 251\n", + " Red Sox vs Twins\n", " \n", " \n", " 18\n", - " decfca6c-4f87-4129-8c62-2e12993f2089\n", + " 1cbc558f-7615-4fa9-bf97-7ccd62040d6f\n", " 2016\n", - " Rangers\n", - " Astros\n", - " 195\n", - " Rangers vs Astros\n", + " Mets\n", + " Braves\n", + " 151\n", + " Mets vs Braves\n", " \n", " \n", " 19\n", - " 530ca8e9-dd8a-4c19-9ba2-1f25a2ea8818\n", + " 723348ba-1645-43fc-9e22-92994f7a63bd\n", " 2016\n", + " Athletics\n", " Twins\n", - " Braves\n", - " 143\n", - " Twins vs Braves\n", + " 153\n", + " Athletics vs Twins\n", " \n", " \n", " 20\n", - " 6431c53c-d8cd-4c75-8670-8c2577090b01\n", + " ffbd6ecc-82e1-4e5d-9bd1-4ea210be5992\n", " 2016\n", - " Astros\n", - " Cardinals\n", - " 179\n", - " Astros vs Cardinals\n", + " Twins\n", + " Marlins\n", + " 185\n", + " Twins vs Marlins\n", " \n", " \n", " 21\n", - " 064dacb7-e6a4-47fe-8185-db10285192da\n", + " f2747230-7df5-4535-a475-a1c823d0d654\n", " 2016\n", - " Astros\n", - " Athletics\n", - " 185\n", - " Astros vs Athletics\n", + " Twins\n", + " Yankees\n", + " 180\n", + " Twins vs Yankees\n", " \n", " \n", " 22\n", - " 9cd28c80-2ba9-44c7-a061-93f12518103b\n", + " db3b6f35-a7a4-430a-8703-2b2f25103e17\n", " 2016\n", - " Red Sox\n", - " Rangers\n", - " 201\n", - " Red Sox vs Rangers\n", + " White Sox\n", + " Orioles\n", + " 199\n", + " White Sox vs Orioles\n", " \n", " \n", " 23\n", - " e96155d0-7ae8-4569-9dc5-038e4fe0a999\n", + " 5fc8c6f0-a70e-4d1b-877f-eb1ec8e6f636\n", " 2016\n", - " Nationals\n", " Diamondbacks\n", - " 115\n", - " Nationals vs Diamondbacks\n", + " Giants\n", + " 175\n", + " Diamondbacks vs Giants\n", " \n", " \n", " 24\n", - " b500a645-1cb5-451c-91d1-03729056a784\n", + " 95d548b6-2da8-4644-812e-b277fec5b91f\n", " 2016\n", - " Nationals\n", - " Marlins\n", - " 183\n", - " Nationals vs Marlins\n", + " Braves\n", + " Mets\n", + " 201\n", + " Braves vs Mets\n", " \n", " \n", "\n", @@ -765,65 +788,65 @@ "[2431 rows x 6 columns in total]" ], "text/plain": [ - " gameId year homeTeamName awayTeamName \\\n", - "0 7283fe5e-7b8b-4d3a-b729-476cda6e4c45 2016 Rockies Mets \n", - "1 4f086577-3575-4b8c-a7c9-e6a05d674367 2016 Phillies Dodgers \n", - "2 28cac4ff-bec0-4ae6-94f2-0dbc763afff2 2016 White Sox Braves \n", - "3 8606d487-9de5-436b-afaf-02773cf900f0 2016 Mets Twins \n", - "4 fabb7d45-7929-4f83-ae04-0e6c308eaf7b 2016 Pirates Brewers \n", - "5 d12c179f-f52e-401d-8453-58bfca1d0d4f 2016 Yankees Angels \n", - "6 62b6c3a3-4d0e-4c3a-b1fe-b0a6bcbbcbb1 2016 Diamondbacks Phillies \n", - "7 4119beed-2d02-4d80-bf73-7c4a5099de37 2016 Red Sox Athletics \n", - "8 32a3546f-dde0-428f-aee2-8983d72ea67e 2016 Red Sox Twins \n", - "9 9c736289-013b-4324-bf65-e764b35f921e 2016 Orioles Royals \n", - "10 1fc4aacb-55e0-4a44-9eeb-666dfc2811e4 2016 Diamondbacks Braves \n", - "11 017eea48-e435-49f9-96cf-2e7398da091a 2016 Cubs Pirates \n", - "12 b66b14b0-0779-4b47-8ef7-f7e1f5d01a29 2016 Orioles Mariners \n", - "13 702531f6-fb59-44cd-a240-14fcfeac3a06 2016 Twins Phillies \n", - "14 b4ba0d8d-3cee-4416-a328-17de07577dea 2016 Yankees Mariners \n", - "15 866bb365-541f-4a54-a797-8e4d9b1f2af5 2016 Tigers Royals \n", - "16 0c6cc3f2-41f4-4bec-bf13-083627634e4a 2016 Mets Nationals \n", - "17 8e88e37f-90a4-4fb8-adec-3942736b2950 2016 Mets Reds \n", - "18 decfca6c-4f87-4129-8c62-2e12993f2089 2016 Rangers Astros \n", - "19 530ca8e9-dd8a-4c19-9ba2-1f25a2ea8818 2016 Twins Braves \n", - "20 6431c53c-d8cd-4c75-8670-8c2577090b01 2016 Astros Cardinals \n", - "21 064dacb7-e6a4-47fe-8185-db10285192da 2016 Astros Athletics \n", - "22 9cd28c80-2ba9-44c7-a061-93f12518103b 2016 Red Sox Rangers \n", - "23 e96155d0-7ae8-4569-9dc5-038e4fe0a999 2016 Nationals Diamondbacks \n", - "24 b500a645-1cb5-451c-91d1-03729056a784 2016 Nationals Marlins \n", + " gameId year homeTeamName awayTeamName \\\n", + "0 d60c6036-0ce1-4c90-8dd9-de3b403c92a8 2016 Nationals Brewers \n", + "1 af72a0b9-65f7-49fb-9b30-d505068bdf6d 2016 Reds Brewers \n", + "2 f57e1271-d217-400a-aea6-2e2d7d6a59a0 2016 Orioles Rays \n", + "3 198f4eed-a29f-41e2-8623-cb261e5ab370 2016 Rockies Giants \n", + "4 cb3ef033-dd57-41fd-b206-cdd3bc12c74f 2016 Twins Indians \n", + "5 4be9f735-a98e-4689-87ce-852cc3a1e79d 2016 Blue Jays Orioles \n", + "6 0b2de8c3-11d9-4f0f-a186-25b59f34a5d8 2016 Yankees Mets \n", + "7 60d80663-6ced-44aa-aad9-0f4bf8d3b4d2 2016 Red Sox Rays \n", + "8 7e1c2095-4fea-454c-8773-096ceb6fb05c 2016 Cardinals Pirates \n", + "9 f7f24ce3-7f9d-4e8a-986e-095db847c4c1 2016 Rays Twins \n", + "10 5c26e7fc-c99f-48b4-92c1-4a7208c8cfe9 2016 Rays Twins \n", + "11 6d2cab13-dd85-477a-8769-669069f85836 2016 Royals Rays \n", + "12 bca90342-7ddc-468e-b189-d43fad7528ec 2016 Astros Rays \n", + "13 630f4f78-03cc-43c1-9e57-ababb9c11418 2016 Dodgers Giants \n", + "14 c0cf1376-1115-4a2f-b457-3f82bbc41a89 2016 Tigers White Sox \n", + "15 46463c50-0f5c-4dca-a661-dd194464e791 2016 Cardinals Cubs \n", + "16 392ad56d-972e-4f77-98e2-5f8577931cf8 2016 Giants Cardinals \n", + "17 307730fa-bbed-4221-b4e6-a2492f546fd5 2016 Red Sox Twins \n", + "18 1cbc558f-7615-4fa9-bf97-7ccd62040d6f 2016 Mets Braves \n", + "19 723348ba-1645-43fc-9e22-92994f7a63bd 2016 Athletics Twins \n", + "20 ffbd6ecc-82e1-4e5d-9bd1-4ea210be5992 2016 Twins Marlins \n", + "21 f2747230-7df5-4535-a475-a1c823d0d654 2016 Twins Yankees \n", + "22 db3b6f35-a7a4-430a-8703-2b2f25103e17 2016 White Sox Orioles \n", + "23 5fc8c6f0-a70e-4d1b-877f-eb1ec8e6f636 2016 Diamondbacks Giants \n", + "24 95d548b6-2da8-4644-812e-b277fec5b91f 2016 Braves Mets \n", "\n", - " duration_minutes title \n", - "0 191 Rockies vs Mets \n", - "1 174 Phillies vs Dodgers \n", - "2 168 White Sox vs Braves \n", - "3 255 Mets vs Twins \n", - "4 167 Pirates vs Brewers \n", - "5 178 Yankees vs Angels \n", - "6 214 Diamondbacks vs Phillies \n", - "7 187 Red Sox vs Athletics \n", - "8 165 Red Sox vs Twins \n", - "9 157 Orioles vs Royals \n", - "10 175 Diamondbacks vs Braves \n", - "11 175 Cubs vs Pirates \n", - "12 179 Orioles vs Mariners \n", - "13 168 Twins vs Phillies \n", - "14 201 Yankees vs Mariners \n", - "15 177 Tigers vs Royals \n", - "16 222 Mets vs Nationals \n", - "17 178 Mets vs Reds \n", - "18 195 Rangers vs Astros \n", - "19 143 Twins vs Braves \n", - "20 179 Astros vs Cardinals \n", - "21 185 Astros vs Athletics \n", - "22 201 Red Sox vs Rangers \n", - "23 115 Nationals vs Diamondbacks \n", - "24 183 Nationals vs Marlins \n", + " duration_minutes title \n", + "0 167 Nationals vs Brewers \n", + "1 172 Reds vs Brewers \n", + "2 166 Orioles vs Rays \n", + "3 182 Rockies vs Giants \n", + "4 204 Twins vs Indians \n", + "5 184 Blue Jays vs Orioles \n", + "6 182 Yankees vs Mets \n", + "7 191 Red Sox vs Rays \n", + "8 201 Cardinals vs Pirates \n", + "9 189 Rays vs Twins \n", + "10 177 Rays vs Twins \n", + "11 183 Royals vs Rays \n", + "12 194 Astros vs Rays \n", + "13 178 Dodgers vs Giants \n", + "14 193 Tigers vs White Sox \n", + "15 160 Cardinals vs Cubs \n", + "16 169 Giants vs Cardinals \n", + "17 251 Red Sox vs Twins \n", + "18 151 Mets vs Braves \n", + "19 153 Athletics vs Twins \n", + "20 185 Twins vs Marlins \n", + "21 180 Twins vs Yankees \n", + "22 199 White Sox vs Orioles \n", + "23 175 Diamondbacks vs Giants \n", + "24 201 Braves vs Mets \n", "...\n", "\n", "[2431 rows x 6 columns]" ] }, - "execution_count": 8, + "execution_count": 7, "metadata": {}, "output_type": "execute_result" } @@ -844,14 +867,26 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 8, "id": "8bbe000a-36f0-4b6f-b403-b9ec28dd608b", "metadata": {}, "outputs": [ { "data": { "text/html": [ - "Query job 4829e473-0f44-4210-bcad-ee8133d365b0 is DONE. 261.3 kB processed. Open Job" + "Query job ef76c434-c4bc-4b4c-bb06-61521fc85b15 is DONE. 0 Bytes processed. Open Job" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "Query job d3e413ee-c0c3-49fe-a2ad-f61d671593eb is DONE. 0 Bytes processed. Open Job" ], "text/plain": [ "" @@ -892,228 +927,228 @@ " \n", " \n", " 0\n", - " 7283fe5e-7b8b-4d3a-b729-476cda6e4c45\n", + " d60c6036-0ce1-4c90-8dd9-de3b403c92a8\n", " 2016\n", - " Rockies\n", - " Mets\n", - " 191\n", - " Rockies vs Mets\n", + " Nationals\n", + " Brewers\n", + " 167\n", + " Nationals vs Brewers\n", " \n", " \n", " 1\n", - " 4f086577-3575-4b8c-a7c9-e6a05d674367\n", + " af72a0b9-65f7-49fb-9b30-d505068bdf6d\n", " 2016\n", - " Phillies\n", - " Dodgers\n", - " 174\n", - " Phillies vs Dodgers\n", + " Reds\n", + " Brewers\n", + " 172\n", + " Reds vs Brewers\n", " \n", " \n", " 2\n", - " 28cac4ff-bec0-4ae6-94f2-0dbc763afff2\n", + " f57e1271-d217-400a-aea6-2e2d7d6a59a0\n", " 2016\n", - " White Sox\n", - " Braves\n", - " 168\n", - " White Sox vs Braves\n", + " Orioles\n", + " Rays\n", + " 166\n", + " Orioles vs Rays\n", " \n", " \n", " 3\n", - " 8606d487-9de5-436b-afaf-02773cf900f0\n", + " 198f4eed-a29f-41e2-8623-cb261e5ab370\n", " 2016\n", - " Mets\n", - " Twins\n", - " 255\n", - " Mets vs Twins\n", + " Rockies\n", + " Giants\n", + " 182\n", + " Rockies vs Giants\n", " \n", " \n", " 4\n", - " fabb7d45-7929-4f83-ae04-0e6c308eaf7b\n", + " cb3ef033-dd57-41fd-b206-cdd3bc12c74f\n", " 2016\n", - " Pirates\n", - " Brewers\n", - " 167\n", - " Pirates vs Brewers\n", + " Twins\n", + " Indians\n", + " 204\n", + " Twins vs Indians\n", " \n", " \n", " 5\n", - " d12c179f-f52e-401d-8453-58bfca1d0d4f\n", + " 4be9f735-a98e-4689-87ce-852cc3a1e79d\n", " 2016\n", - " Yankees\n", - " Angels\n", - " 178\n", - " Yankees vs Angels\n", + " Blue Jays\n", + " Orioles\n", + " 184\n", + " Blue Jays vs Orioles\n", " \n", " \n", " 6\n", - " 62b6c3a3-4d0e-4c3a-b1fe-b0a6bcbbcbb1\n", + " 0b2de8c3-11d9-4f0f-a186-25b59f34a5d8\n", " 2016\n", - " Diamondbacks\n", - " Phillies\n", - " 214\n", - " Diamondbacks vs Phillies\n", + " Yankees\n", + " Mets\n", + " 182\n", + " Yankees vs Mets\n", " \n", " \n", " 7\n", - " 4119beed-2d02-4d80-bf73-7c4a5099de37\n", + " 60d80663-6ced-44aa-aad9-0f4bf8d3b4d2\n", " 2016\n", " Red Sox\n", - " Athletics\n", - " 187\n", - " Red Sox vs Athletics\n", + " Rays\n", + " 191\n", + " Red Sox vs Rays\n", " \n", " \n", " 8\n", - " 32a3546f-dde0-428f-aee2-8983d72ea67e\n", + " 7e1c2095-4fea-454c-8773-096ceb6fb05c\n", " 2016\n", - " Red Sox\n", - " Twins\n", - " 165\n", - " Red Sox vs Twins\n", + " Cardinals\n", + " Pirates\n", + " 201\n", + " Cardinals vs Pirates\n", " \n", " \n", " 9\n", - " 9c736289-013b-4324-bf65-e764b35f921e\n", + " f7f24ce3-7f9d-4e8a-986e-095db847c4c1\n", " 2016\n", - " Orioles\n", - " Royals\n", - " 157\n", - " Orioles vs Royals\n", + " Rays\n", + " Twins\n", + " 189\n", + " Rays vs Twins\n", " \n", " \n", " 10\n", - " 1fc4aacb-55e0-4a44-9eeb-666dfc2811e4\n", + " 5c26e7fc-c99f-48b4-92c1-4a7208c8cfe9\n", " 2016\n", - " Diamondbacks\n", - " Braves\n", - " 175\n", - " Diamondbacks vs Braves\n", + " Rays\n", + " Twins\n", + " 177\n", + " Rays vs Twins\n", " \n", " \n", " 11\n", - " 017eea48-e435-49f9-96cf-2e7398da091a\n", + " 6d2cab13-dd85-477a-8769-669069f85836\n", " 2016\n", - " Cubs\n", - " Pirates\n", - " 175\n", - " Cubs vs Pirates\n", + " Royals\n", + " Rays\n", + " 183\n", + " Royals vs Rays\n", " \n", " \n", " 12\n", - " b66b14b0-0779-4b47-8ef7-f7e1f5d01a29\n", + " bca90342-7ddc-468e-b189-d43fad7528ec\n", " 2016\n", - " Orioles\n", - " Mariners\n", - " 179\n", - " Orioles vs Mariners\n", + " Astros\n", + " Rays\n", + " 194\n", + " Astros vs Rays\n", " \n", " \n", " 13\n", - " 702531f6-fb59-44cd-a240-14fcfeac3a06\n", + " 630f4f78-03cc-43c1-9e57-ababb9c11418\n", " 2016\n", - " Twins\n", - " Phillies\n", - " 168\n", - " Twins vs Phillies\n", + " Dodgers\n", + " Giants\n", + " 178\n", + " Dodgers vs Giants\n", " \n", " \n", " 14\n", - " b4ba0d8d-3cee-4416-a328-17de07577dea\n", + " c0cf1376-1115-4a2f-b457-3f82bbc41a89\n", " 2016\n", - " Yankees\n", - " Mariners\n", - " 201\n", - " Yankees vs Mariners\n", + " Tigers\n", + " White Sox\n", + " 193\n", + " Tigers vs White Sox\n", " \n", " \n", " 15\n", - " 866bb365-541f-4a54-a797-8e4d9b1f2af5\n", + " 46463c50-0f5c-4dca-a661-dd194464e791\n", " 2016\n", - " Tigers\n", - " Royals\n", - " 177\n", - " Tigers vs Royals\n", + " Cardinals\n", + " Cubs\n", + " 160\n", + " Cardinals vs Cubs\n", " \n", " \n", " 16\n", - " 0c6cc3f2-41f4-4bec-bf13-083627634e4a\n", + " 392ad56d-972e-4f77-98e2-5f8577931cf8\n", " 2016\n", - " Mets\n", - " Nationals\n", - " 222\n", - " Mets vs Nationals\n", + " Giants\n", + " Cardinals\n", + " 169\n", + " Giants vs Cardinals\n", " \n", " \n", " 17\n", - " 8e88e37f-90a4-4fb8-adec-3942736b2950\n", + " 307730fa-bbed-4221-b4e6-a2492f546fd5\n", " 2016\n", - " Mets\n", - " Reds\n", - " 178\n", - " Mets vs Reds\n", + " Red Sox\n", + " Twins\n", + " 251\n", + " Red Sox vs Twins\n", " \n", " \n", " 18\n", - " decfca6c-4f87-4129-8c62-2e12993f2089\n", + " 1cbc558f-7615-4fa9-bf97-7ccd62040d6f\n", " 2016\n", - " Rangers\n", - " Astros\n", - " 195\n", - " Rangers vs Astros\n", + " Mets\n", + " Braves\n", + " 151\n", + " Mets vs Braves\n", " \n", " \n", " 19\n", - " 530ca8e9-dd8a-4c19-9ba2-1f25a2ea8818\n", + " 723348ba-1645-43fc-9e22-92994f7a63bd\n", " 2016\n", + " Athletics\n", " Twins\n", - " Braves\n", - " 143\n", - " Twins vs Braves\n", + " 153\n", + " Athletics vs Twins\n", " \n", " \n", " 20\n", - " 6431c53c-d8cd-4c75-8670-8c2577090b01\n", + " ffbd6ecc-82e1-4e5d-9bd1-4ea210be5992\n", " 2016\n", - " Astros\n", - " Cardinals\n", - " 179\n", - " Astros vs Cardinals\n", + " Twins\n", + " Marlins\n", + " 185\n", + " Twins vs Marlins\n", " \n", " \n", " 21\n", - " 064dacb7-e6a4-47fe-8185-db10285192da\n", + " f2747230-7df5-4535-a475-a1c823d0d654\n", " 2016\n", - " Astros\n", - " Athletics\n", - " 185\n", - " Astros vs Athletics\n", + " Twins\n", + " Yankees\n", + " 180\n", + " Twins vs Yankees\n", " \n", " \n", " 22\n", - " 9cd28c80-2ba9-44c7-a061-93f12518103b\n", + " db3b6f35-a7a4-430a-8703-2b2f25103e17\n", " 2016\n", - " Red Sox\n", - " Rangers\n", - " 201\n", - " Red Sox vs Rangers\n", + " White Sox\n", + " Orioles\n", + " 199\n", + " White Sox vs Orioles\n", " \n", " \n", " 23\n", - " e96155d0-7ae8-4569-9dc5-038e4fe0a999\n", + " 5fc8c6f0-a70e-4d1b-877f-eb1ec8e6f636\n", " 2016\n", - " Nationals\n", " Diamondbacks\n", - " 115\n", - " Nationals vs Diamondbacks\n", + " Giants\n", + " 175\n", + " Diamondbacks vs Giants\n", " \n", " \n", " 24\n", - " b500a645-1cb5-451c-91d1-03729056a784\n", + " 95d548b6-2da8-4644-812e-b277fec5b91f\n", " 2016\n", - " Nationals\n", - " Marlins\n", - " 183\n", - " Nationals vs Marlins\n", + " Braves\n", + " Mets\n", + " 201\n", + " Braves vs Mets\n", " \n", " \n", "\n", @@ -1121,65 +1156,65 @@ "[2431 rows x 6 columns in total]" ], "text/plain": [ - " gameId year homeTeamName awayTeamName \\\n", - "0 7283fe5e-7b8b-4d3a-b729-476cda6e4c45 2016 Rockies Mets \n", - "1 4f086577-3575-4b8c-a7c9-e6a05d674367 2016 Phillies Dodgers \n", - "2 28cac4ff-bec0-4ae6-94f2-0dbc763afff2 2016 White Sox Braves \n", - "3 8606d487-9de5-436b-afaf-02773cf900f0 2016 Mets Twins \n", - "4 fabb7d45-7929-4f83-ae04-0e6c308eaf7b 2016 Pirates Brewers \n", - "5 d12c179f-f52e-401d-8453-58bfca1d0d4f 2016 Yankees Angels \n", - "6 62b6c3a3-4d0e-4c3a-b1fe-b0a6bcbbcbb1 2016 Diamondbacks Phillies \n", - "7 4119beed-2d02-4d80-bf73-7c4a5099de37 2016 Red Sox Athletics \n", - "8 32a3546f-dde0-428f-aee2-8983d72ea67e 2016 Red Sox Twins \n", - "9 9c736289-013b-4324-bf65-e764b35f921e 2016 Orioles Royals \n", - "10 1fc4aacb-55e0-4a44-9eeb-666dfc2811e4 2016 Diamondbacks Braves \n", - "11 017eea48-e435-49f9-96cf-2e7398da091a 2016 Cubs Pirates \n", - "12 b66b14b0-0779-4b47-8ef7-f7e1f5d01a29 2016 Orioles Mariners \n", - "13 702531f6-fb59-44cd-a240-14fcfeac3a06 2016 Twins Phillies \n", - "14 b4ba0d8d-3cee-4416-a328-17de07577dea 2016 Yankees Mariners \n", - "15 866bb365-541f-4a54-a797-8e4d9b1f2af5 2016 Tigers Royals \n", - "16 0c6cc3f2-41f4-4bec-bf13-083627634e4a 2016 Mets Nationals \n", - "17 8e88e37f-90a4-4fb8-adec-3942736b2950 2016 Mets Reds \n", - "18 decfca6c-4f87-4129-8c62-2e12993f2089 2016 Rangers Astros \n", - "19 530ca8e9-dd8a-4c19-9ba2-1f25a2ea8818 2016 Twins Braves \n", - "20 6431c53c-d8cd-4c75-8670-8c2577090b01 2016 Astros Cardinals \n", - "21 064dacb7-e6a4-47fe-8185-db10285192da 2016 Astros Athletics \n", - "22 9cd28c80-2ba9-44c7-a061-93f12518103b 2016 Red Sox Rangers \n", - "23 e96155d0-7ae8-4569-9dc5-038e4fe0a999 2016 Nationals Diamondbacks \n", - "24 b500a645-1cb5-451c-91d1-03729056a784 2016 Nationals Marlins \n", + " gameId year homeTeamName awayTeamName \\\n", + "0 d60c6036-0ce1-4c90-8dd9-de3b403c92a8 2016 Nationals Brewers \n", + "1 af72a0b9-65f7-49fb-9b30-d505068bdf6d 2016 Reds Brewers \n", + "2 f57e1271-d217-400a-aea6-2e2d7d6a59a0 2016 Orioles Rays \n", + "3 198f4eed-a29f-41e2-8623-cb261e5ab370 2016 Rockies Giants \n", + "4 cb3ef033-dd57-41fd-b206-cdd3bc12c74f 2016 Twins Indians \n", + "5 4be9f735-a98e-4689-87ce-852cc3a1e79d 2016 Blue Jays Orioles \n", + "6 0b2de8c3-11d9-4f0f-a186-25b59f34a5d8 2016 Yankees Mets \n", + "7 60d80663-6ced-44aa-aad9-0f4bf8d3b4d2 2016 Red Sox Rays \n", + "8 7e1c2095-4fea-454c-8773-096ceb6fb05c 2016 Cardinals Pirates \n", + "9 f7f24ce3-7f9d-4e8a-986e-095db847c4c1 2016 Rays Twins \n", + "10 5c26e7fc-c99f-48b4-92c1-4a7208c8cfe9 2016 Rays Twins \n", + "11 6d2cab13-dd85-477a-8769-669069f85836 2016 Royals Rays \n", + "12 bca90342-7ddc-468e-b189-d43fad7528ec 2016 Astros Rays \n", + "13 630f4f78-03cc-43c1-9e57-ababb9c11418 2016 Dodgers Giants \n", + "14 c0cf1376-1115-4a2f-b457-3f82bbc41a89 2016 Tigers White Sox \n", + "15 46463c50-0f5c-4dca-a661-dd194464e791 2016 Cardinals Cubs \n", + "16 392ad56d-972e-4f77-98e2-5f8577931cf8 2016 Giants Cardinals \n", + "17 307730fa-bbed-4221-b4e6-a2492f546fd5 2016 Red Sox Twins \n", + "18 1cbc558f-7615-4fa9-bf97-7ccd62040d6f 2016 Mets Braves \n", + "19 723348ba-1645-43fc-9e22-92994f7a63bd 2016 Athletics Twins \n", + "20 ffbd6ecc-82e1-4e5d-9bd1-4ea210be5992 2016 Twins Marlins \n", + "21 f2747230-7df5-4535-a475-a1c823d0d654 2016 Twins Yankees \n", + "22 db3b6f35-a7a4-430a-8703-2b2f25103e17 2016 White Sox Orioles \n", + "23 5fc8c6f0-a70e-4d1b-877f-eb1ec8e6f636 2016 Diamondbacks Giants \n", + "24 95d548b6-2da8-4644-812e-b277fec5b91f 2016 Braves Mets \n", "\n", - " duration_minutes headline \n", - "0 191 Rockies vs Mets \n", - "1 174 Phillies vs Dodgers \n", - "2 168 White Sox vs Braves \n", - "3 255 Mets vs Twins \n", - "4 167 Pirates vs Brewers \n", - "5 178 Yankees vs Angels \n", - "6 214 Diamondbacks vs Phillies \n", - "7 187 Red Sox vs Athletics \n", - "8 165 Red Sox vs Twins \n", - "9 157 Orioles vs Royals \n", - "10 175 Diamondbacks vs Braves \n", - "11 175 Cubs vs Pirates \n", - "12 179 Orioles vs Mariners \n", - "13 168 Twins vs Phillies \n", - "14 201 Yankees vs Mariners \n", - "15 177 Tigers vs Royals \n", - "16 222 Mets vs Nationals \n", - "17 178 Mets vs Reds \n", - "18 195 Rangers vs Astros \n", - "19 143 Twins vs Braves \n", - "20 179 Astros vs Cardinals \n", - "21 185 Astros vs Athletics \n", - "22 201 Red Sox vs Rangers \n", - "23 115 Nationals vs Diamondbacks \n", - "24 183 Nationals vs Marlins \n", + " duration_minutes headline \n", + "0 167 Nationals vs Brewers \n", + "1 172 Reds vs Brewers \n", + "2 166 Orioles vs Rays \n", + "3 182 Rockies vs Giants \n", + "4 204 Twins vs Indians \n", + "5 184 Blue Jays vs Orioles \n", + "6 182 Yankees vs Mets \n", + "7 191 Red Sox vs Rays \n", + "8 201 Cardinals vs Pirates \n", + "9 189 Rays vs Twins \n", + "10 177 Rays vs Twins \n", + "11 183 Royals vs Rays \n", + "12 194 Astros vs Rays \n", + "13 178 Dodgers vs Giants \n", + "14 193 Tigers vs White Sox \n", + "15 160 Cardinals vs Cubs \n", + "16 169 Giants vs Cardinals \n", + "17 251 Red Sox vs Twins \n", + "18 151 Mets vs Braves \n", + "19 153 Athletics vs Twins \n", + "20 185 Twins vs Marlins \n", + "21 180 Twins vs Yankees \n", + "22 199 White Sox vs Orioles \n", + "23 175 Diamondbacks vs Giants \n", + "24 201 Braves vs Mets \n", "...\n", "\n", "[2431 rows x 6 columns]" ] }, - "execution_count": 9, + "execution_count": 8, "metadata": {}, "output_type": "execute_result" } @@ -1191,7 +1226,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 9, "id": "87eee643-28ac-4f4b-ac61-1f3de9c08a9d", "metadata": {}, "outputs": [], @@ -1201,14 +1236,26 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 10, "id": "fad6d3da-1f40-4c5f-94ec-0bdfe21ca5b6", "metadata": {}, "outputs": [ { "data": { "text/html": [ - "Query job 1a5dd254-2e47-43ae-91f0-a3813c2c4ec3 is DONE. 213.3 kB processed. Open Job" + "Query job 051b3d23-5ab2-4022-adfc-f6553eb8532d is DONE. 0 Bytes processed. Open Job" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "Query job f7356669-04f8-46f9-bf9b-f8cd997d6162 is DONE. 213.3 kB processed. Open Job" ], "text/plain": [ "" @@ -1248,203 +1295,203 @@ " \n", " \n", " 0\n", - " 7283fe5e-7b8b-4d3a-b729-476cda6e4c45\n", + " d60c6036-0ce1-4c90-8dd9-de3b403c92a8\n", " 2016\n", - " Rockies\n", - " Mets\n", - " 191\n", + " Nationals\n", + " Brewers\n", + " 167\n", " \n", " \n", " 1\n", - " 4f086577-3575-4b8c-a7c9-e6a05d674367\n", + " af72a0b9-65f7-49fb-9b30-d505068bdf6d\n", " 2016\n", - " Phillies\n", - " Dodgers\n", - " 174\n", + " Reds\n", + " Brewers\n", + " 172\n", " \n", " \n", " 2\n", - " 28cac4ff-bec0-4ae6-94f2-0dbc763afff2\n", + " f57e1271-d217-400a-aea6-2e2d7d6a59a0\n", " 2016\n", - " White Sox\n", - " Braves\n", - " 168\n", + " Orioles\n", + " Rays\n", + " 166\n", " \n", " \n", " 3\n", - " 8606d487-9de5-436b-afaf-02773cf900f0\n", + " 198f4eed-a29f-41e2-8623-cb261e5ab370\n", " 2016\n", - " Mets\n", - " Twins\n", - " 255\n", + " Rockies\n", + " Giants\n", + " 182\n", " \n", " \n", " 4\n", - " fabb7d45-7929-4f83-ae04-0e6c308eaf7b\n", + " cb3ef033-dd57-41fd-b206-cdd3bc12c74f\n", " 2016\n", - " Pirates\n", - " Brewers\n", - " 167\n", + " Twins\n", + " Indians\n", + " 204\n", " \n", " \n", " 5\n", - " d12c179f-f52e-401d-8453-58bfca1d0d4f\n", + " 4be9f735-a98e-4689-87ce-852cc3a1e79d\n", " 2016\n", - " Yankees\n", - " Angels\n", - " 178\n", + " Blue Jays\n", + " Orioles\n", + " 184\n", " \n", " \n", " 6\n", - " 62b6c3a3-4d0e-4c3a-b1fe-b0a6bcbbcbb1\n", + " 0b2de8c3-11d9-4f0f-a186-25b59f34a5d8\n", " 2016\n", - " Diamondbacks\n", - " Phillies\n", - " 214\n", + " Yankees\n", + " Mets\n", + " 182\n", " \n", " \n", " 7\n", - " 4119beed-2d02-4d80-bf73-7c4a5099de37\n", + " 60d80663-6ced-44aa-aad9-0f4bf8d3b4d2\n", " 2016\n", " Red Sox\n", - " Athletics\n", - " 187\n", + " Rays\n", + " 191\n", " \n", " \n", " 8\n", - " 32a3546f-dde0-428f-aee2-8983d72ea67e\n", + " 7e1c2095-4fea-454c-8773-096ceb6fb05c\n", " 2016\n", - " Red Sox\n", - " Twins\n", - " 165\n", + " Cardinals\n", + " Pirates\n", + " 201\n", " \n", " \n", " 9\n", - " 9c736289-013b-4324-bf65-e764b35f921e\n", + " f7f24ce3-7f9d-4e8a-986e-095db847c4c1\n", " 2016\n", - " Orioles\n", - " Royals\n", - " 157\n", + " Rays\n", + " Twins\n", + " 189\n", " \n", " \n", " 10\n", - " 1fc4aacb-55e0-4a44-9eeb-666dfc2811e4\n", + " 5c26e7fc-c99f-48b4-92c1-4a7208c8cfe9\n", " 2016\n", - " Diamondbacks\n", - " Braves\n", - " 175\n", + " Rays\n", + " Twins\n", + " 177\n", " \n", " \n", " 11\n", - " 017eea48-e435-49f9-96cf-2e7398da091a\n", + " 6d2cab13-dd85-477a-8769-669069f85836\n", " 2016\n", - " Cubs\n", - " Pirates\n", - " 175\n", + " Royals\n", + " Rays\n", + " 183\n", " \n", " \n", " 12\n", - " b66b14b0-0779-4b47-8ef7-f7e1f5d01a29\n", + " bca90342-7ddc-468e-b189-d43fad7528ec\n", " 2016\n", - " Orioles\n", - " Mariners\n", - " 179\n", + " Astros\n", + " Rays\n", + " 194\n", " \n", " \n", " 13\n", - " 702531f6-fb59-44cd-a240-14fcfeac3a06\n", + " 630f4f78-03cc-43c1-9e57-ababb9c11418\n", " 2016\n", - " Twins\n", - " Phillies\n", - " 168\n", + " Dodgers\n", + " Giants\n", + " 178\n", " \n", " \n", " 14\n", - " b4ba0d8d-3cee-4416-a328-17de07577dea\n", + " c0cf1376-1115-4a2f-b457-3f82bbc41a89\n", " 2016\n", - " Yankees\n", - " Mariners\n", - " 201\n", + " Tigers\n", + " White Sox\n", + " 193\n", " \n", " \n", " 15\n", - " 866bb365-541f-4a54-a797-8e4d9b1f2af5\n", + " 46463c50-0f5c-4dca-a661-dd194464e791\n", " 2016\n", - " Tigers\n", - " Royals\n", - " 177\n", + " Cardinals\n", + " Cubs\n", + " 160\n", " \n", " \n", " 16\n", - " 0c6cc3f2-41f4-4bec-bf13-083627634e4a\n", + " 392ad56d-972e-4f77-98e2-5f8577931cf8\n", " 2016\n", - " Mets\n", - " Nationals\n", - " 222\n", + " Giants\n", + " Cardinals\n", + " 169\n", " \n", " \n", " 17\n", - " 8e88e37f-90a4-4fb8-adec-3942736b2950\n", + " 307730fa-bbed-4221-b4e6-a2492f546fd5\n", " 2016\n", - " Mets\n", - " Reds\n", - " 178\n", + " Red Sox\n", + " Twins\n", + " 251\n", " \n", " \n", " 18\n", - " decfca6c-4f87-4129-8c62-2e12993f2089\n", + " 1cbc558f-7615-4fa9-bf97-7ccd62040d6f\n", " 2016\n", - " Rangers\n", - " Astros\n", - " 195\n", + " Mets\n", + " Braves\n", + " 151\n", " \n", " \n", " 19\n", - " 530ca8e9-dd8a-4c19-9ba2-1f25a2ea8818\n", + " 723348ba-1645-43fc-9e22-92994f7a63bd\n", " 2016\n", + " Athletics\n", " Twins\n", - " Braves\n", - " 143\n", + " 153\n", " \n", " \n", " 20\n", - " 6431c53c-d8cd-4c75-8670-8c2577090b01\n", + " ffbd6ecc-82e1-4e5d-9bd1-4ea210be5992\n", " 2016\n", - " Astros\n", - " Cardinals\n", - " 179\n", + " Twins\n", + " Marlins\n", + " 185\n", " \n", " \n", " 21\n", - " 064dacb7-e6a4-47fe-8185-db10285192da\n", + " f2747230-7df5-4535-a475-a1c823d0d654\n", " 2016\n", - " Astros\n", - " Athletics\n", - " 185\n", + " Twins\n", + " Yankees\n", + " 180\n", " \n", " \n", " 22\n", - " 9cd28c80-2ba9-44c7-a061-93f12518103b\n", + " db3b6f35-a7a4-430a-8703-2b2f25103e17\n", " 2016\n", - " Red Sox\n", - " Rangers\n", - " 201\n", + " White Sox\n", + " Orioles\n", + " 199\n", " \n", " \n", " 23\n", - " e96155d0-7ae8-4569-9dc5-038e4fe0a999\n", + " 5fc8c6f0-a70e-4d1b-877f-eb1ec8e6f636\n", " 2016\n", - " Nationals\n", " Diamondbacks\n", - " 115\n", + " Giants\n", + " 175\n", " \n", " \n", " 24\n", - " b500a645-1cb5-451c-91d1-03729056a784\n", + " 95d548b6-2da8-4644-812e-b277fec5b91f\n", " 2016\n", - " Nationals\n", - " Marlins\n", - " 183\n", + " Braves\n", + " Mets\n", + " 201\n", " \n", " \n", "\n", @@ -1452,65 +1499,65 @@ "[2431 rows x 5 columns in total]" ], "text/plain": [ - " gameId year homeTeamName awayTeamName \\\n", - "0 7283fe5e-7b8b-4d3a-b729-476cda6e4c45 2016 Rockies Mets \n", - "1 4f086577-3575-4b8c-a7c9-e6a05d674367 2016 Phillies Dodgers \n", - "2 28cac4ff-bec0-4ae6-94f2-0dbc763afff2 2016 White Sox Braves \n", - "3 8606d487-9de5-436b-afaf-02773cf900f0 2016 Mets Twins \n", - "4 fabb7d45-7929-4f83-ae04-0e6c308eaf7b 2016 Pirates Brewers \n", - "5 d12c179f-f52e-401d-8453-58bfca1d0d4f 2016 Yankees Angels \n", - "6 62b6c3a3-4d0e-4c3a-b1fe-b0a6bcbbcbb1 2016 Diamondbacks Phillies \n", - "7 4119beed-2d02-4d80-bf73-7c4a5099de37 2016 Red Sox Athletics \n", - "8 32a3546f-dde0-428f-aee2-8983d72ea67e 2016 Red Sox Twins \n", - "9 9c736289-013b-4324-bf65-e764b35f921e 2016 Orioles Royals \n", - "10 1fc4aacb-55e0-4a44-9eeb-666dfc2811e4 2016 Diamondbacks Braves \n", - "11 017eea48-e435-49f9-96cf-2e7398da091a 2016 Cubs Pirates \n", - "12 b66b14b0-0779-4b47-8ef7-f7e1f5d01a29 2016 Orioles Mariners \n", - "13 702531f6-fb59-44cd-a240-14fcfeac3a06 2016 Twins Phillies \n", - "14 b4ba0d8d-3cee-4416-a328-17de07577dea 2016 Yankees Mariners \n", - "15 866bb365-541f-4a54-a797-8e4d9b1f2af5 2016 Tigers Royals \n", - "16 0c6cc3f2-41f4-4bec-bf13-083627634e4a 2016 Mets Nationals \n", - "17 8e88e37f-90a4-4fb8-adec-3942736b2950 2016 Mets Reds \n", - "18 decfca6c-4f87-4129-8c62-2e12993f2089 2016 Rangers Astros \n", - "19 530ca8e9-dd8a-4c19-9ba2-1f25a2ea8818 2016 Twins Braves \n", - "20 6431c53c-d8cd-4c75-8670-8c2577090b01 2016 Astros Cardinals \n", - "21 064dacb7-e6a4-47fe-8185-db10285192da 2016 Astros Athletics \n", - "22 9cd28c80-2ba9-44c7-a061-93f12518103b 2016 Red Sox Rangers \n", - "23 e96155d0-7ae8-4569-9dc5-038e4fe0a999 2016 Nationals Diamondbacks \n", - "24 b500a645-1cb5-451c-91d1-03729056a784 2016 Nationals Marlins \n", + " gameId year homeTeamName awayTeamName \\\n", + "0 d60c6036-0ce1-4c90-8dd9-de3b403c92a8 2016 Nationals Brewers \n", + "1 af72a0b9-65f7-49fb-9b30-d505068bdf6d 2016 Reds Brewers \n", + "2 f57e1271-d217-400a-aea6-2e2d7d6a59a0 2016 Orioles Rays \n", + "3 198f4eed-a29f-41e2-8623-cb261e5ab370 2016 Rockies Giants \n", + "4 cb3ef033-dd57-41fd-b206-cdd3bc12c74f 2016 Twins Indians \n", + "5 4be9f735-a98e-4689-87ce-852cc3a1e79d 2016 Blue Jays Orioles \n", + "6 0b2de8c3-11d9-4f0f-a186-25b59f34a5d8 2016 Yankees Mets \n", + "7 60d80663-6ced-44aa-aad9-0f4bf8d3b4d2 2016 Red Sox Rays \n", + "8 7e1c2095-4fea-454c-8773-096ceb6fb05c 2016 Cardinals Pirates \n", + "9 f7f24ce3-7f9d-4e8a-986e-095db847c4c1 2016 Rays Twins \n", + "10 5c26e7fc-c99f-48b4-92c1-4a7208c8cfe9 2016 Rays Twins \n", + "11 6d2cab13-dd85-477a-8769-669069f85836 2016 Royals Rays \n", + "12 bca90342-7ddc-468e-b189-d43fad7528ec 2016 Astros Rays \n", + "13 630f4f78-03cc-43c1-9e57-ababb9c11418 2016 Dodgers Giants \n", + "14 c0cf1376-1115-4a2f-b457-3f82bbc41a89 2016 Tigers White Sox \n", + "15 46463c50-0f5c-4dca-a661-dd194464e791 2016 Cardinals Cubs \n", + "16 392ad56d-972e-4f77-98e2-5f8577931cf8 2016 Giants Cardinals \n", + "17 307730fa-bbed-4221-b4e6-a2492f546fd5 2016 Red Sox Twins \n", + "18 1cbc558f-7615-4fa9-bf97-7ccd62040d6f 2016 Mets Braves \n", + "19 723348ba-1645-43fc-9e22-92994f7a63bd 2016 Athletics Twins \n", + "20 ffbd6ecc-82e1-4e5d-9bd1-4ea210be5992 2016 Twins Marlins \n", + "21 f2747230-7df5-4535-a475-a1c823d0d654 2016 Twins Yankees \n", + "22 db3b6f35-a7a4-430a-8703-2b2f25103e17 2016 White Sox Orioles \n", + "23 5fc8c6f0-a70e-4d1b-877f-eb1ec8e6f636 2016 Diamondbacks Giants \n", + "24 95d548b6-2da8-4644-812e-b277fec5b91f 2016 Braves Mets \n", "\n", " duration_minutes \n", - "0 191 \n", - "1 174 \n", - "2 168 \n", - "3 255 \n", - "4 167 \n", - "5 178 \n", - "6 214 \n", - "7 187 \n", - "8 165 \n", - "9 157 \n", - "10 175 \n", - "11 175 \n", - "12 179 \n", - "13 168 \n", - "14 201 \n", - "15 177 \n", - "16 222 \n", - "17 178 \n", - "18 195 \n", - "19 143 \n", - "20 179 \n", - "21 185 \n", - "22 201 \n", - "23 115 \n", - "24 183 \n", + "0 167 \n", + "1 172 \n", + "2 166 \n", + "3 182 \n", + "4 204 \n", + "5 184 \n", + "6 182 \n", + "7 191 \n", + "8 201 \n", + "9 189 \n", + "10 177 \n", + "11 183 \n", + "12 194 \n", + "13 178 \n", + "14 193 \n", + "15 160 \n", + "16 169 \n", + "17 251 \n", + "18 151 \n", + "19 153 \n", + "20 185 \n", + "21 180 \n", + "22 199 \n", + "23 175 \n", + "24 201 \n", "...\n", "\n", "[2431 rows x 5 columns]" ] }, - "execution_count": 11, + "execution_count": 10, "metadata": {}, "output_type": "execute_result" } @@ -1530,14 +1577,38 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 11, "id": "67a7c35f-80cf-4482-80f9-7f01c7743807", "metadata": {}, "outputs": [ { "data": { "text/html": [ - "Query job 4a69a453-cf2f-40ba-94ed-2d8943be92e8 is DONE. 213.3 kB processed. Open Job" + "Query job bd315bd7-1f10-4f1b-9997-10a294b1f464 is DONE. 232.7 kB processed. Open Job" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "Query job 972bf072-22c2-49ef-8764-1c1109dfc0a3 is DONE. 0 Bytes processed. Open Job" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "Query job 42c0cf8a-4276-479f-b8de-dcfce94ae42a is DONE. 213.3 kB processed. Open Job" ], "text/plain": [ "" @@ -1577,203 +1648,203 @@ " \n", " \n", " 0\n", - " 7283fe5e-7b8b-4d3a-b729-476cda6e4c45\n", + " d60c6036-0ce1-4c90-8dd9-de3b403c92a8\n", " 2016\n", - " Rockies\n", - " Mets\n", - " 191\n", + " Nationals\n", + " Brewers\n", + " 167\n", " \n", " \n", " 1\n", - " 4f086577-3575-4b8c-a7c9-e6a05d674367\n", + " af72a0b9-65f7-49fb-9b30-d505068bdf6d\n", " 2016\n", - " Phillies\n", - " Dodgers\n", - " 174\n", + " Reds\n", + " Brewers\n", + " 172\n", " \n", " \n", " 2\n", - " 28cac4ff-bec0-4ae6-94f2-0dbc763afff2\n", + " f57e1271-d217-400a-aea6-2e2d7d6a59a0\n", " 2016\n", - " White Sox\n", - " Braves\n", - " 168\n", + " Orioles\n", + " Rays\n", + " 166\n", " \n", " \n", " 3\n", - " 8606d487-9de5-436b-afaf-02773cf900f0\n", + " 198f4eed-a29f-41e2-8623-cb261e5ab370\n", " 2016\n", - " Mets\n", - " Twins\n", - " 255\n", + " Rockies\n", + " Giants\n", + " 182\n", " \n", " \n", " 4\n", - " fabb7d45-7929-4f83-ae04-0e6c308eaf7b\n", + " cb3ef033-dd57-41fd-b206-cdd3bc12c74f\n", " 2016\n", - " Pirates\n", - " Brewers\n", - " 167\n", + " Twins\n", + " Indians\n", + " 204\n", " \n", " \n", " 5\n", - " d12c179f-f52e-401d-8453-58bfca1d0d4f\n", + " 4be9f735-a98e-4689-87ce-852cc3a1e79d\n", " 2016\n", - " Yankees\n", - " Angels\n", - " 178\n", + " Blue Jays\n", + " Orioles\n", + " 184\n", " \n", " \n", " 6\n", - " 62b6c3a3-4d0e-4c3a-b1fe-b0a6bcbbcbb1\n", + " 0b2de8c3-11d9-4f0f-a186-25b59f34a5d8\n", " 2016\n", - " Diamondbacks\n", - " Phillies\n", - " 214\n", + " Yankees\n", + " Mets\n", + " 182\n", " \n", " \n", " 7\n", - " 4119beed-2d02-4d80-bf73-7c4a5099de37\n", + " 60d80663-6ced-44aa-aad9-0f4bf8d3b4d2\n", " 2016\n", " Red Sox\n", - " Athletics\n", - " 187\n", + " Rays\n", + " 191\n", " \n", " \n", " 8\n", - " 32a3546f-dde0-428f-aee2-8983d72ea67e\n", + " 7e1c2095-4fea-454c-8773-096ceb6fb05c\n", " 2016\n", - " Red Sox\n", - " Twins\n", - " 165\n", + " Cardinals\n", + " Pirates\n", + " 201\n", " \n", " \n", " 9\n", - " 9c736289-013b-4324-bf65-e764b35f921e\n", + " f7f24ce3-7f9d-4e8a-986e-095db847c4c1\n", " 2016\n", - " Orioles\n", - " Royals\n", - " 157\n", + " Rays\n", + " Twins\n", + " 189\n", " \n", " \n", " 10\n", - " 1fc4aacb-55e0-4a44-9eeb-666dfc2811e4\n", + " 5c26e7fc-c99f-48b4-92c1-4a7208c8cfe9\n", " 2016\n", - " Diamondbacks\n", - " Braves\n", - " 175\n", + " Rays\n", + " Twins\n", + " 177\n", " \n", " \n", " 11\n", - " 017eea48-e435-49f9-96cf-2e7398da091a\n", + " 6d2cab13-dd85-477a-8769-669069f85836\n", " 2016\n", - " Cubs\n", - " Pirates\n", - " 175\n", + " Royals\n", + " Rays\n", + " 183\n", " \n", " \n", " 12\n", - " b66b14b0-0779-4b47-8ef7-f7e1f5d01a29\n", + " bca90342-7ddc-468e-b189-d43fad7528ec\n", " 2016\n", - " Orioles\n", - " Mariners\n", - " 179\n", + " Astros\n", + " Rays\n", + " 194\n", " \n", " \n", " 13\n", - " 702531f6-fb59-44cd-a240-14fcfeac3a06\n", + " 630f4f78-03cc-43c1-9e57-ababb9c11418\n", " 2016\n", - " Twins\n", - " Phillies\n", - " 168\n", + " Dodgers\n", + " Giants\n", + " 178\n", " \n", " \n", " 14\n", - " b4ba0d8d-3cee-4416-a328-17de07577dea\n", + " c0cf1376-1115-4a2f-b457-3f82bbc41a89\n", " 2016\n", - " Yankees\n", - " Mariners\n", - " 201\n", + " Tigers\n", + " White Sox\n", + " 193\n", " \n", " \n", " 15\n", - " 866bb365-541f-4a54-a797-8e4d9b1f2af5\n", + " 46463c50-0f5c-4dca-a661-dd194464e791\n", " 2016\n", - " Tigers\n", - " Royals\n", - " 177\n", + " Cardinals\n", + " Cubs\n", + " 160\n", " \n", " \n", " 16\n", - " 0c6cc3f2-41f4-4bec-bf13-083627634e4a\n", + " 392ad56d-972e-4f77-98e2-5f8577931cf8\n", " 2016\n", - " Mets\n", - " Nationals\n", - " 222\n", + " Giants\n", + " Cardinals\n", + " 169\n", " \n", " \n", " 17\n", - " 8e88e37f-90a4-4fb8-adec-3942736b2950\n", + " 307730fa-bbed-4221-b4e6-a2492f546fd5\n", " 2016\n", - " Mets\n", - " Reds\n", - " 178\n", + " Red Sox\n", + " Twins\n", + " 251\n", " \n", " \n", " 18\n", - " decfca6c-4f87-4129-8c62-2e12993f2089\n", + " 1cbc558f-7615-4fa9-bf97-7ccd62040d6f\n", " 2016\n", - " Rangers\n", - " Astros\n", - " 195\n", + " Mets\n", + " Braves\n", + " 151\n", " \n", " \n", " 19\n", - " 530ca8e9-dd8a-4c19-9ba2-1f25a2ea8818\n", + " 723348ba-1645-43fc-9e22-92994f7a63bd\n", " 2016\n", + " Athletics\n", " Twins\n", - " Braves\n", - " 143\n", + " 153\n", " \n", " \n", " 20\n", - " 6431c53c-d8cd-4c75-8670-8c2577090b01\n", + " ffbd6ecc-82e1-4e5d-9bd1-4ea210be5992\n", " 2016\n", - " Astros\n", - " Cardinals\n", - " 179\n", + " Twins\n", + " Marlins\n", + " 185\n", " \n", " \n", " 21\n", - " 064dacb7-e6a4-47fe-8185-db10285192da\n", + " f2747230-7df5-4535-a475-a1c823d0d654\n", " 2016\n", - " Astros\n", - " Athletics\n", - " 185\n", + " Twins\n", + " Yankees\n", + " 180\n", " \n", " \n", " 22\n", - " 9cd28c80-2ba9-44c7-a061-93f12518103b\n", + " db3b6f35-a7a4-430a-8703-2b2f25103e17\n", " 2016\n", - " Red Sox\n", - " Rangers\n", - " 201\n", + " White Sox\n", + " Orioles\n", + " 199\n", " \n", " \n", " 23\n", - " e96155d0-7ae8-4569-9dc5-038e4fe0a999\n", + " 5fc8c6f0-a70e-4d1b-877f-eb1ec8e6f636\n", " 2016\n", - " Nationals\n", " Diamondbacks\n", - " 115\n", + " Giants\n", + " 175\n", " \n", " \n", " 24\n", - " b500a645-1cb5-451c-91d1-03729056a784\n", + " 95d548b6-2da8-4644-812e-b277fec5b91f\n", " 2016\n", - " Nationals\n", - " Marlins\n", - " 183\n", + " Braves\n", + " Mets\n", + " 201\n", " \n", " \n", "\n", @@ -1781,65 +1852,65 @@ "[2431 rows x 5 columns in total]" ], "text/plain": [ - " gameId year homeTeamName awayTeamName \\\n", - "0 7283fe5e-7b8b-4d3a-b729-476cda6e4c45 2016 Rockies Mets \n", - "1 4f086577-3575-4b8c-a7c9-e6a05d674367 2016 Phillies Dodgers \n", - "2 28cac4ff-bec0-4ae6-94f2-0dbc763afff2 2016 White Sox Braves \n", - "3 8606d487-9de5-436b-afaf-02773cf900f0 2016 Mets Twins \n", - "4 fabb7d45-7929-4f83-ae04-0e6c308eaf7b 2016 Pirates Brewers \n", - "5 d12c179f-f52e-401d-8453-58bfca1d0d4f 2016 Yankees Angels \n", - "6 62b6c3a3-4d0e-4c3a-b1fe-b0a6bcbbcbb1 2016 Diamondbacks Phillies \n", - "7 4119beed-2d02-4d80-bf73-7c4a5099de37 2016 Red Sox Athletics \n", - "8 32a3546f-dde0-428f-aee2-8983d72ea67e 2016 Red Sox Twins \n", - "9 9c736289-013b-4324-bf65-e764b35f921e 2016 Orioles Royals \n", - "10 1fc4aacb-55e0-4a44-9eeb-666dfc2811e4 2016 Diamondbacks Braves \n", - "11 017eea48-e435-49f9-96cf-2e7398da091a 2016 Cubs Pirates \n", - "12 b66b14b0-0779-4b47-8ef7-f7e1f5d01a29 2016 Orioles Mariners \n", - "13 702531f6-fb59-44cd-a240-14fcfeac3a06 2016 Twins Phillies \n", - "14 b4ba0d8d-3cee-4416-a328-17de07577dea 2016 Yankees Mariners \n", - "15 866bb365-541f-4a54-a797-8e4d9b1f2af5 2016 Tigers Royals \n", - "16 0c6cc3f2-41f4-4bec-bf13-083627634e4a 2016 Mets Nationals \n", - "17 8e88e37f-90a4-4fb8-adec-3942736b2950 2016 Mets Reds \n", - "18 decfca6c-4f87-4129-8c62-2e12993f2089 2016 Rangers Astros \n", - "19 530ca8e9-dd8a-4c19-9ba2-1f25a2ea8818 2016 Twins Braves \n", - "20 6431c53c-d8cd-4c75-8670-8c2577090b01 2016 Astros Cardinals \n", - "21 064dacb7-e6a4-47fe-8185-db10285192da 2016 Astros Athletics \n", - "22 9cd28c80-2ba9-44c7-a061-93f12518103b 2016 Red Sox Rangers \n", - "23 e96155d0-7ae8-4569-9dc5-038e4fe0a999 2016 Nationals Diamondbacks \n", - "24 b500a645-1cb5-451c-91d1-03729056a784 2016 Nationals Marlins \n", + " gameId year homeTeamName awayTeamName \\\n", + "0 d60c6036-0ce1-4c90-8dd9-de3b403c92a8 2016 Nationals Brewers \n", + "1 af72a0b9-65f7-49fb-9b30-d505068bdf6d 2016 Reds Brewers \n", + "2 f57e1271-d217-400a-aea6-2e2d7d6a59a0 2016 Orioles Rays \n", + "3 198f4eed-a29f-41e2-8623-cb261e5ab370 2016 Rockies Giants \n", + "4 cb3ef033-dd57-41fd-b206-cdd3bc12c74f 2016 Twins Indians \n", + "5 4be9f735-a98e-4689-87ce-852cc3a1e79d 2016 Blue Jays Orioles \n", + "6 0b2de8c3-11d9-4f0f-a186-25b59f34a5d8 2016 Yankees Mets \n", + "7 60d80663-6ced-44aa-aad9-0f4bf8d3b4d2 2016 Red Sox Rays \n", + "8 7e1c2095-4fea-454c-8773-096ceb6fb05c 2016 Cardinals Pirates \n", + "9 f7f24ce3-7f9d-4e8a-986e-095db847c4c1 2016 Rays Twins \n", + "10 5c26e7fc-c99f-48b4-92c1-4a7208c8cfe9 2016 Rays Twins \n", + "11 6d2cab13-dd85-477a-8769-669069f85836 2016 Royals Rays \n", + "12 bca90342-7ddc-468e-b189-d43fad7528ec 2016 Astros Rays \n", + "13 630f4f78-03cc-43c1-9e57-ababb9c11418 2016 Dodgers Giants \n", + "14 c0cf1376-1115-4a2f-b457-3f82bbc41a89 2016 Tigers White Sox \n", + "15 46463c50-0f5c-4dca-a661-dd194464e791 2016 Cardinals Cubs \n", + "16 392ad56d-972e-4f77-98e2-5f8577931cf8 2016 Giants Cardinals \n", + "17 307730fa-bbed-4221-b4e6-a2492f546fd5 2016 Red Sox Twins \n", + "18 1cbc558f-7615-4fa9-bf97-7ccd62040d6f 2016 Mets Braves \n", + "19 723348ba-1645-43fc-9e22-92994f7a63bd 2016 Athletics Twins \n", + "20 ffbd6ecc-82e1-4e5d-9bd1-4ea210be5992 2016 Twins Marlins \n", + "21 f2747230-7df5-4535-a475-a1c823d0d654 2016 Twins Yankees \n", + "22 db3b6f35-a7a4-430a-8703-2b2f25103e17 2016 White Sox Orioles \n", + "23 5fc8c6f0-a70e-4d1b-877f-eb1ec8e6f636 2016 Diamondbacks Giants \n", + "24 95d548b6-2da8-4644-812e-b277fec5b91f 2016 Braves Mets \n", "\n", " duration_minutes \n", - "0 191 \n", - "1 174 \n", - "2 168 \n", - "3 255 \n", - "4 167 \n", - "5 178 \n", - "6 214 \n", - "7 187 \n", - "8 165 \n", - "9 157 \n", - "10 175 \n", - "11 175 \n", - "12 179 \n", - "13 168 \n", - "14 201 \n", - "15 177 \n", - "16 222 \n", - "17 178 \n", - "18 195 \n", - "19 143 \n", - "20 179 \n", - "21 185 \n", - "22 201 \n", - "23 115 \n", - "24 183 \n", + "0 167 \n", + "1 172 \n", + "2 166 \n", + "3 182 \n", + "4 204 \n", + "5 184 \n", + "6 182 \n", + "7 191 \n", + "8 201 \n", + "9 189 \n", + "10 177 \n", + "11 183 \n", + "12 194 \n", + "13 178 \n", + "14 193 \n", + "15 160 \n", + "16 169 \n", + "17 251 \n", + "18 151 \n", + "19 153 \n", + "20 185 \n", + "21 180 \n", + "22 199 \n", + "23 175 \n", + "24 201 \n", "...\n", "\n", "[2431 rows x 5 columns]" ] }, - "execution_count": 12, + "execution_count": 11, "metadata": {}, "output_type": "execute_result" } @@ -1860,14 +1931,26 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 12, "id": "3f09ff32-ef43-4fab-a86b-8868afc34363", "metadata": {}, "outputs": [ { "data": { "text/html": [ - "Query job e45a17ee-2766-458c-92b0-77829f1cb156 is DONE. 152.8 kB processed. Open Job" + "Query job 3c859587-582d-4b68-8b35-7072b9a42346 is DONE. 0 Bytes processed. Open Job" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "Query job 15bf1d87-152a-45a5-b000-e8e72ce6a982 is DONE. 152.8 kB processed. Open Job" ], "text/plain": [ "" @@ -1904,128 +1987,128 @@ " \n", " \n", " 0\n", - " 7283fe5e-7b8b-4d3a-b729-476cda6e4c45\n", - " Rockies\n", + " d60c6036-0ce1-4c90-8dd9-de3b403c92a8\n", + " Nationals\n", " \n", " \n", " 1\n", - " 4f086577-3575-4b8c-a7c9-e6a05d674367\n", - " Phillies\n", + " af72a0b9-65f7-49fb-9b30-d505068bdf6d\n", + " Reds\n", " \n", " \n", " 2\n", - " 28cac4ff-bec0-4ae6-94f2-0dbc763afff2\n", - " White Sox\n", + " f57e1271-d217-400a-aea6-2e2d7d6a59a0\n", + " Orioles\n", " \n", " \n", " 3\n", - " 8606d487-9de5-436b-afaf-02773cf900f0\n", - " Mets\n", + " 198f4eed-a29f-41e2-8623-cb261e5ab370\n", + " Rockies\n", " \n", " \n", " 4\n", - " fabb7d45-7929-4f83-ae04-0e6c308eaf7b\n", - " Pirates\n", + " cb3ef033-dd57-41fd-b206-cdd3bc12c74f\n", + " Twins\n", " \n", " \n", " 5\n", - " d12c179f-f52e-401d-8453-58bfca1d0d4f\n", - " Yankees\n", + " 4be9f735-a98e-4689-87ce-852cc3a1e79d\n", + " Blue Jays\n", " \n", " \n", " 6\n", - " 62b6c3a3-4d0e-4c3a-b1fe-b0a6bcbbcbb1\n", - " Diamondbacks\n", + " 0b2de8c3-11d9-4f0f-a186-25b59f34a5d8\n", + " Yankees\n", " \n", " \n", " 7\n", - " 4119beed-2d02-4d80-bf73-7c4a5099de37\n", + " 60d80663-6ced-44aa-aad9-0f4bf8d3b4d2\n", " Red Sox\n", " \n", " \n", " 8\n", - " 32a3546f-dde0-428f-aee2-8983d72ea67e\n", - " Red Sox\n", + " 7e1c2095-4fea-454c-8773-096ceb6fb05c\n", + " Cardinals\n", " \n", " \n", " 9\n", - " 9c736289-013b-4324-bf65-e764b35f921e\n", - " Orioles\n", + " f7f24ce3-7f9d-4e8a-986e-095db847c4c1\n", + " Rays\n", " \n", " \n", " 10\n", - " 1fc4aacb-55e0-4a44-9eeb-666dfc2811e4\n", - " Diamondbacks\n", + " 5c26e7fc-c99f-48b4-92c1-4a7208c8cfe9\n", + " Rays\n", " \n", " \n", " 11\n", - " 017eea48-e435-49f9-96cf-2e7398da091a\n", - " Cubs\n", + " 6d2cab13-dd85-477a-8769-669069f85836\n", + " Royals\n", " \n", " \n", " 12\n", - " b66b14b0-0779-4b47-8ef7-f7e1f5d01a29\n", - " Orioles\n", + " bca90342-7ddc-468e-b189-d43fad7528ec\n", + " Astros\n", " \n", " \n", " 13\n", - " 702531f6-fb59-44cd-a240-14fcfeac3a06\n", - " Twins\n", + " 630f4f78-03cc-43c1-9e57-ababb9c11418\n", + " Dodgers\n", " \n", " \n", " 14\n", - " b4ba0d8d-3cee-4416-a328-17de07577dea\n", - " Yankees\n", + " c0cf1376-1115-4a2f-b457-3f82bbc41a89\n", + " Tigers\n", " \n", " \n", " 15\n", - " 866bb365-541f-4a54-a797-8e4d9b1f2af5\n", - " Tigers\n", + " 46463c50-0f5c-4dca-a661-dd194464e791\n", + " Cardinals\n", " \n", " \n", " 16\n", - " 0c6cc3f2-41f4-4bec-bf13-083627634e4a\n", - " Mets\n", + " 392ad56d-972e-4f77-98e2-5f8577931cf8\n", + " Giants\n", " \n", " \n", " 17\n", - " 8e88e37f-90a4-4fb8-adec-3942736b2950\n", - " Mets\n", + " 307730fa-bbed-4221-b4e6-a2492f546fd5\n", + " Red Sox\n", " \n", " \n", " 18\n", - " decfca6c-4f87-4129-8c62-2e12993f2089\n", - " Rangers\n", + " 1cbc558f-7615-4fa9-bf97-7ccd62040d6f\n", + " Mets\n", " \n", " \n", " 19\n", - " 530ca8e9-dd8a-4c19-9ba2-1f25a2ea8818\n", - " Twins\n", + " 723348ba-1645-43fc-9e22-92994f7a63bd\n", + " Athletics\n", " \n", " \n", " 20\n", - " 6431c53c-d8cd-4c75-8670-8c2577090b01\n", - " Astros\n", + " ffbd6ecc-82e1-4e5d-9bd1-4ea210be5992\n", + " Twins\n", " \n", " \n", " 21\n", - " 064dacb7-e6a4-47fe-8185-db10285192da\n", - " Astros\n", + " f2747230-7df5-4535-a475-a1c823d0d654\n", + " Twins\n", " \n", " \n", " 22\n", - " 9cd28c80-2ba9-44c7-a061-93f12518103b\n", - " Red Sox\n", + " db3b6f35-a7a4-430a-8703-2b2f25103e17\n", + " White Sox\n", " \n", " \n", " 23\n", - " e96155d0-7ae8-4569-9dc5-038e4fe0a999\n", - " Nationals\n", + " 5fc8c6f0-a70e-4d1b-877f-eb1ec8e6f636\n", + " Diamondbacks\n", " \n", " \n", " 24\n", - " b500a645-1cb5-451c-91d1-03729056a784\n", - " Nationals\n", + " 95d548b6-2da8-4644-812e-b277fec5b91f\n", + " Braves\n", " \n", " \n", "\n", @@ -2034,37 +2117,37 @@ ], "text/plain": [ " gameId homeTeamName\n", - "0 7283fe5e-7b8b-4d3a-b729-476cda6e4c45 Rockies\n", - "1 4f086577-3575-4b8c-a7c9-e6a05d674367 Phillies\n", - "2 28cac4ff-bec0-4ae6-94f2-0dbc763afff2 White Sox\n", - "3 8606d487-9de5-436b-afaf-02773cf900f0 Mets\n", - "4 fabb7d45-7929-4f83-ae04-0e6c308eaf7b Pirates\n", - "5 d12c179f-f52e-401d-8453-58bfca1d0d4f Yankees\n", - "6 62b6c3a3-4d0e-4c3a-b1fe-b0a6bcbbcbb1 Diamondbacks\n", - "7 4119beed-2d02-4d80-bf73-7c4a5099de37 Red Sox\n", - "8 32a3546f-dde0-428f-aee2-8983d72ea67e Red Sox\n", - "9 9c736289-013b-4324-bf65-e764b35f921e Orioles\n", - "10 1fc4aacb-55e0-4a44-9eeb-666dfc2811e4 Diamondbacks\n", - "11 017eea48-e435-49f9-96cf-2e7398da091a Cubs\n", - "12 b66b14b0-0779-4b47-8ef7-f7e1f5d01a29 Orioles\n", - "13 702531f6-fb59-44cd-a240-14fcfeac3a06 Twins\n", - "14 b4ba0d8d-3cee-4416-a328-17de07577dea Yankees\n", - "15 866bb365-541f-4a54-a797-8e4d9b1f2af5 Tigers\n", - "16 0c6cc3f2-41f4-4bec-bf13-083627634e4a Mets\n", - "17 8e88e37f-90a4-4fb8-adec-3942736b2950 Mets\n", - "18 decfca6c-4f87-4129-8c62-2e12993f2089 Rangers\n", - "19 530ca8e9-dd8a-4c19-9ba2-1f25a2ea8818 Twins\n", - "20 6431c53c-d8cd-4c75-8670-8c2577090b01 Astros\n", - "21 064dacb7-e6a4-47fe-8185-db10285192da Astros\n", - "22 9cd28c80-2ba9-44c7-a061-93f12518103b Red Sox\n", - "23 e96155d0-7ae8-4569-9dc5-038e4fe0a999 Nationals\n", - "24 b500a645-1cb5-451c-91d1-03729056a784 Nationals\n", + "0 d60c6036-0ce1-4c90-8dd9-de3b403c92a8 Nationals\n", + "1 af72a0b9-65f7-49fb-9b30-d505068bdf6d Reds\n", + "2 f57e1271-d217-400a-aea6-2e2d7d6a59a0 Orioles\n", + "3 198f4eed-a29f-41e2-8623-cb261e5ab370 Rockies\n", + "4 cb3ef033-dd57-41fd-b206-cdd3bc12c74f Twins\n", + "5 4be9f735-a98e-4689-87ce-852cc3a1e79d Blue Jays\n", + "6 0b2de8c3-11d9-4f0f-a186-25b59f34a5d8 Yankees\n", + "7 60d80663-6ced-44aa-aad9-0f4bf8d3b4d2 Red Sox\n", + "8 7e1c2095-4fea-454c-8773-096ceb6fb05c Cardinals\n", + "9 f7f24ce3-7f9d-4e8a-986e-095db847c4c1 Rays\n", + "10 5c26e7fc-c99f-48b4-92c1-4a7208c8cfe9 Rays\n", + "11 6d2cab13-dd85-477a-8769-669069f85836 Royals\n", + "12 bca90342-7ddc-468e-b189-d43fad7528ec Astros\n", + "13 630f4f78-03cc-43c1-9e57-ababb9c11418 Dodgers\n", + "14 c0cf1376-1115-4a2f-b457-3f82bbc41a89 Tigers\n", + "15 46463c50-0f5c-4dca-a661-dd194464e791 Cardinals\n", + "16 392ad56d-972e-4f77-98e2-5f8577931cf8 Giants\n", + "17 307730fa-bbed-4221-b4e6-a2492f546fd5 Red Sox\n", + "18 1cbc558f-7615-4fa9-bf97-7ccd62040d6f Mets\n", + "19 723348ba-1645-43fc-9e22-92994f7a63bd Athletics\n", + "20 ffbd6ecc-82e1-4e5d-9bd1-4ea210be5992 Twins\n", + "21 f2747230-7df5-4535-a475-a1c823d0d654 Twins\n", + "22 db3b6f35-a7a4-430a-8703-2b2f25103e17 White Sox\n", + "23 5fc8c6f0-a70e-4d1b-877f-eb1ec8e6f636 Diamondbacks\n", + "24 95d548b6-2da8-4644-812e-b277fec5b91f Braves\n", "...\n", "\n", "[2431 rows x 2 columns]" ] }, - "execution_count": 13, + "execution_count": 12, "metadata": {}, "output_type": "execute_result" } @@ -2076,14 +2159,38 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 13, "id": "5331d2c8-7912-4d96-8da1-f64b57374df3", "metadata": {}, "outputs": [ { "data": { "text/html": [ - "Query job 79cb01b3-823f-4cb4-8684-785c367d595e is DONE. 152.8 kB processed. Open Job" + "Query job 262a8d65-8eb7-4769-b26d-4a1d93f19950 is DONE. 152.8 kB processed. Open Job" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "Query job a18f6c86-dbff-4846-8d21-8f8c1d700a80 is DONE. 0 Bytes processed. Open Job" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "Query job 9cc89303-be7a-4c34-b4c0-d1d75837a1e4 is DONE. 126 Bytes processed. Open Job" ], "text/plain": [ "" @@ -2120,13 +2227,13 @@ " \n", " \n", " 0\n", - " 7283fe5e-7b8b-4d3a-b729-476cda6e4c45\n", - " Mets\n", + " d60c6036-0ce1-4c90-8dd9-de3b403c92a8\n", + " Brewers\n", " \n", " \n", " 1\n", - " 4f086577-3575-4b8c-a7c9-e6a05d674367\n", - " Dodgers\n", + " af72a0b9-65f7-49fb-9b30-d505068bdf6d\n", + " Brewers\n", " \n", " \n", "\n", @@ -2135,13 +2242,13 @@ ], "text/plain": [ " gameId awayTeamName\n", - "0 7283fe5e-7b8b-4d3a-b729-476cda6e4c45 Mets\n", - "1 4f086577-3575-4b8c-a7c9-e6a05d674367 Dodgers\n", + "0 d60c6036-0ce1-4c90-8dd9-de3b403c92a8 Brewers\n", + "1 af72a0b9-65f7-49fb-9b30-d505068bdf6d Brewers\n", "\n", "[2 rows x 2 columns]" ] }, - "execution_count": 14, + "execution_count": 13, "metadata": {}, "output_type": "execute_result" } @@ -2153,14 +2260,38 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 14, "id": "a574ad3e-a219-454c-8bb5-c5ed6627f2c6", "metadata": {}, "outputs": [ { "data": { "text/html": [ - "Query job b4072a9f-5ce8-43aa-b7a1-69cbeb496804 is DONE. 133.5 kB processed. Open Job" + "Query job 1edf3455-802d-4b93-900b-9677cb43955a is DONE. 133.5 kB processed. Open Job" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "Query job 98cccaa5-e630-4edf-bc15-2823e89aecb6 is DONE. 0 Bytes processed. Open Job" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "Query job 91af749e-6afa-488a-83da-1257667460f0 is DONE. 143 Bytes processed. Open Job" ], "text/plain": [ "" @@ -2198,15 +2329,15 @@ " \n", " \n", " 0\n", - " 7283fe5e-7b8b-4d3a-b729-476cda6e4c45\n", - " Rockies\n", - " Mets\n", + " d60c6036-0ce1-4c90-8dd9-de3b403c92a8\n", + " Nationals\n", + " Brewers\n", " \n", " \n", " 1\n", - " 4f086577-3575-4b8c-a7c9-e6a05d674367\n", - " Phillies\n", - " Dodgers\n", + " af72a0b9-65f7-49fb-9b30-d505068bdf6d\n", + " Reds\n", + " Brewers\n", " \n", " \n", "\n", @@ -2215,13 +2346,13 @@ ], "text/plain": [ " gameId homeTeamName awayTeamName\n", - "0 7283fe5e-7b8b-4d3a-b729-476cda6e4c45 Rockies Mets\n", - "1 4f086577-3575-4b8c-a7c9-e6a05d674367 Phillies Dodgers\n", + "0 d60c6036-0ce1-4c90-8dd9-de3b403c92a8 Nationals Brewers\n", + "1 af72a0b9-65f7-49fb-9b30-d505068bdf6d Reds Brewers\n", "\n", "[2 rows x 3 columns]" ] }, - "execution_count": 15, + "execution_count": 14, "metadata": {}, "output_type": "execute_result" } @@ -2232,14 +2363,38 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 15, "id": "288e7a95-a077-46c4-8fe6-802474c01f8b", "metadata": {}, "outputs": [ { "data": { "text/html": [ - "Query job 0077367d-60de-46f5-9fd0-796a2eb146e3 is DONE. 133.5 kB processed. Open Job" + "Query job dfe4d1ec-9a3d-4877-ab39-bb6f1c38d070 is DONE. 133.5 kB processed. Open Job" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "Query job 6261a857-d256-4051-8af5-c6b04fb2795f is DONE. 0 Bytes processed. Open Job" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "Query job df400799-b054-4969-83a0-089fb2b25fdd is DONE. 152.9 kB processed. Open Job" ], "text/plain": [ "" @@ -2277,152 +2432,152 @@ " \n", " \n", " 0\n", - " 7283fe5e-7b8b-4d3a-b729-476cda6e4c45\n", - " Rockies\n", - " Mets\n", + " d60c6036-0ce1-4c90-8dd9-de3b403c92a8\n", + " Nationals\n", + " Brewers\n", " \n", " \n", " 1\n", - " 4f086577-3575-4b8c-a7c9-e6a05d674367\n", - " Phillies\n", - " Dodgers\n", + " af72a0b9-65f7-49fb-9b30-d505068bdf6d\n", + " Reds\n", + " Brewers\n", " \n", " \n", " 2\n", - " 28cac4ff-bec0-4ae6-94f2-0dbc763afff2\n", - " White Sox\n", + " f57e1271-d217-400a-aea6-2e2d7d6a59a0\n", + " Orioles\n", " <NA>\n", " \n", " \n", " 3\n", - " 8606d487-9de5-436b-afaf-02773cf900f0\n", - " Mets\n", + " 198f4eed-a29f-41e2-8623-cb261e5ab370\n", + " Rockies\n", " <NA>\n", " \n", " \n", " 4\n", - " fabb7d45-7929-4f83-ae04-0e6c308eaf7b\n", - " Pirates\n", + " cb3ef033-dd57-41fd-b206-cdd3bc12c74f\n", + " Twins\n", " <NA>\n", " \n", " \n", " 5\n", - " d12c179f-f52e-401d-8453-58bfca1d0d4f\n", - " Yankees\n", + " 4be9f735-a98e-4689-87ce-852cc3a1e79d\n", + " Blue Jays\n", " <NA>\n", " \n", " \n", " 6\n", - " 62b6c3a3-4d0e-4c3a-b1fe-b0a6bcbbcbb1\n", - " Diamondbacks\n", + " 0b2de8c3-11d9-4f0f-a186-25b59f34a5d8\n", + " Yankees\n", " <NA>\n", " \n", " \n", " 7\n", - " 4119beed-2d02-4d80-bf73-7c4a5099de37\n", + " 60d80663-6ced-44aa-aad9-0f4bf8d3b4d2\n", " Red Sox\n", " <NA>\n", " \n", " \n", " 8\n", - " 32a3546f-dde0-428f-aee2-8983d72ea67e\n", - " Red Sox\n", + " 7e1c2095-4fea-454c-8773-096ceb6fb05c\n", + " Cardinals\n", " <NA>\n", " \n", " \n", " 9\n", - " 9c736289-013b-4324-bf65-e764b35f921e\n", - " Orioles\n", + " f7f24ce3-7f9d-4e8a-986e-095db847c4c1\n", + " Rays\n", " <NA>\n", " \n", " \n", " 10\n", - " 1fc4aacb-55e0-4a44-9eeb-666dfc2811e4\n", - " Diamondbacks\n", + " 5c26e7fc-c99f-48b4-92c1-4a7208c8cfe9\n", + " Rays\n", " <NA>\n", " \n", " \n", " 11\n", - " 017eea48-e435-49f9-96cf-2e7398da091a\n", - " Cubs\n", + " 6d2cab13-dd85-477a-8769-669069f85836\n", + " Royals\n", " <NA>\n", " \n", " \n", " 12\n", - " b66b14b0-0779-4b47-8ef7-f7e1f5d01a29\n", - " Orioles\n", + " bca90342-7ddc-468e-b189-d43fad7528ec\n", + " Astros\n", " <NA>\n", " \n", " \n", " 13\n", - " 702531f6-fb59-44cd-a240-14fcfeac3a06\n", - " Twins\n", + " 630f4f78-03cc-43c1-9e57-ababb9c11418\n", + " Dodgers\n", " <NA>\n", " \n", " \n", " 14\n", - " b4ba0d8d-3cee-4416-a328-17de07577dea\n", - " Yankees\n", + " c0cf1376-1115-4a2f-b457-3f82bbc41a89\n", + " Tigers\n", " <NA>\n", " \n", " \n", " 15\n", - " 866bb365-541f-4a54-a797-8e4d9b1f2af5\n", - " Tigers\n", + " 46463c50-0f5c-4dca-a661-dd194464e791\n", + " Cardinals\n", " <NA>\n", " \n", " \n", " 16\n", - " 0c6cc3f2-41f4-4bec-bf13-083627634e4a\n", - " Mets\n", + " 392ad56d-972e-4f77-98e2-5f8577931cf8\n", + " Giants\n", " <NA>\n", " \n", " \n", " 17\n", - " 8e88e37f-90a4-4fb8-adec-3942736b2950\n", - " Mets\n", + " 307730fa-bbed-4221-b4e6-a2492f546fd5\n", + " Red Sox\n", " <NA>\n", " \n", " \n", " 18\n", - " decfca6c-4f87-4129-8c62-2e12993f2089\n", - " Rangers\n", + " 1cbc558f-7615-4fa9-bf97-7ccd62040d6f\n", + " Mets\n", " <NA>\n", " \n", " \n", " 19\n", - " 530ca8e9-dd8a-4c19-9ba2-1f25a2ea8818\n", - " Twins\n", + " 723348ba-1645-43fc-9e22-92994f7a63bd\n", + " Athletics\n", " <NA>\n", " \n", " \n", " 20\n", - " 6431c53c-d8cd-4c75-8670-8c2577090b01\n", - " Astros\n", + " ffbd6ecc-82e1-4e5d-9bd1-4ea210be5992\n", + " Twins\n", " <NA>\n", " \n", " \n", " 21\n", - " 064dacb7-e6a4-47fe-8185-db10285192da\n", - " Astros\n", + " f2747230-7df5-4535-a475-a1c823d0d654\n", + " Twins\n", " <NA>\n", " \n", " \n", " 22\n", - " 9cd28c80-2ba9-44c7-a061-93f12518103b\n", - " Red Sox\n", + " db3b6f35-a7a4-430a-8703-2b2f25103e17\n", + " White Sox\n", " <NA>\n", " \n", " \n", " 23\n", - " e96155d0-7ae8-4569-9dc5-038e4fe0a999\n", - " Nationals\n", + " 5fc8c6f0-a70e-4d1b-877f-eb1ec8e6f636\n", + " Diamondbacks\n", " <NA>\n", " \n", " \n", " 24\n", - " b500a645-1cb5-451c-91d1-03729056a784\n", - " Nationals\n", + " 95d548b6-2da8-4644-812e-b277fec5b91f\n", + " Braves\n", " <NA>\n", " \n", " \n", @@ -2432,37 +2587,37 @@ ], "text/plain": [ " gameId homeTeamName awayTeamName\n", - "0 7283fe5e-7b8b-4d3a-b729-476cda6e4c45 Rockies Mets\n", - "1 4f086577-3575-4b8c-a7c9-e6a05d674367 Phillies Dodgers\n", - "2 28cac4ff-bec0-4ae6-94f2-0dbc763afff2 White Sox \n", - "3 8606d487-9de5-436b-afaf-02773cf900f0 Mets \n", - "4 fabb7d45-7929-4f83-ae04-0e6c308eaf7b Pirates \n", - "5 d12c179f-f52e-401d-8453-58bfca1d0d4f Yankees \n", - "6 62b6c3a3-4d0e-4c3a-b1fe-b0a6bcbbcbb1 Diamondbacks \n", - "7 4119beed-2d02-4d80-bf73-7c4a5099de37 Red Sox \n", - "8 32a3546f-dde0-428f-aee2-8983d72ea67e Red Sox \n", - "9 9c736289-013b-4324-bf65-e764b35f921e Orioles \n", - "10 1fc4aacb-55e0-4a44-9eeb-666dfc2811e4 Diamondbacks \n", - "11 017eea48-e435-49f9-96cf-2e7398da091a Cubs \n", - "12 b66b14b0-0779-4b47-8ef7-f7e1f5d01a29 Orioles \n", - "13 702531f6-fb59-44cd-a240-14fcfeac3a06 Twins \n", - "14 b4ba0d8d-3cee-4416-a328-17de07577dea Yankees \n", - "15 866bb365-541f-4a54-a797-8e4d9b1f2af5 Tigers \n", - "16 0c6cc3f2-41f4-4bec-bf13-083627634e4a Mets \n", - "17 8e88e37f-90a4-4fb8-adec-3942736b2950 Mets \n", - "18 decfca6c-4f87-4129-8c62-2e12993f2089 Rangers \n", - "19 530ca8e9-dd8a-4c19-9ba2-1f25a2ea8818 Twins \n", - "20 6431c53c-d8cd-4c75-8670-8c2577090b01 Astros \n", - "21 064dacb7-e6a4-47fe-8185-db10285192da Astros \n", - "22 9cd28c80-2ba9-44c7-a061-93f12518103b Red Sox \n", - "23 e96155d0-7ae8-4569-9dc5-038e4fe0a999 Nationals \n", - "24 b500a645-1cb5-451c-91d1-03729056a784 Nationals \n", + "0 d60c6036-0ce1-4c90-8dd9-de3b403c92a8 Nationals Brewers\n", + "1 af72a0b9-65f7-49fb-9b30-d505068bdf6d Reds Brewers\n", + "2 f57e1271-d217-400a-aea6-2e2d7d6a59a0 Orioles \n", + "3 198f4eed-a29f-41e2-8623-cb261e5ab370 Rockies \n", + "4 cb3ef033-dd57-41fd-b206-cdd3bc12c74f Twins \n", + "5 4be9f735-a98e-4689-87ce-852cc3a1e79d Blue Jays \n", + "6 0b2de8c3-11d9-4f0f-a186-25b59f34a5d8 Yankees \n", + "7 60d80663-6ced-44aa-aad9-0f4bf8d3b4d2 Red Sox \n", + "8 7e1c2095-4fea-454c-8773-096ceb6fb05c Cardinals \n", + "9 f7f24ce3-7f9d-4e8a-986e-095db847c4c1 Rays \n", + "10 5c26e7fc-c99f-48b4-92c1-4a7208c8cfe9 Rays \n", + "11 6d2cab13-dd85-477a-8769-669069f85836 Royals \n", + "12 bca90342-7ddc-468e-b189-d43fad7528ec Astros \n", + "13 630f4f78-03cc-43c1-9e57-ababb9c11418 Dodgers \n", + "14 c0cf1376-1115-4a2f-b457-3f82bbc41a89 Tigers \n", + "15 46463c50-0f5c-4dca-a661-dd194464e791 Cardinals \n", + "16 392ad56d-972e-4f77-98e2-5f8577931cf8 Giants \n", + "17 307730fa-bbed-4221-b4e6-a2492f546fd5 Red Sox \n", + "18 1cbc558f-7615-4fa9-bf97-7ccd62040d6f Mets \n", + "19 723348ba-1645-43fc-9e22-92994f7a63bd Athletics \n", + "20 ffbd6ecc-82e1-4e5d-9bd1-4ea210be5992 Twins \n", + "21 f2747230-7df5-4535-a475-a1c823d0d654 Twins \n", + "22 db3b6f35-a7a4-430a-8703-2b2f25103e17 White Sox \n", + "23 5fc8c6f0-a70e-4d1b-877f-eb1ec8e6f636 Diamondbacks \n", + "24 95d548b6-2da8-4644-812e-b277fec5b91f Braves \n", "...\n", "\n", "[2431 rows x 3 columns]" ] }, - "execution_count": 16, + "execution_count": 15, "metadata": {}, "output_type": "execute_result" } @@ -2473,14 +2628,38 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 16, "id": "7ee87a01-2ff5-4021-855d-44b71cf2a225", "metadata": {}, "outputs": [ { "data": { "text/html": [ - "Query job dbc59cfa-bbe9-4810-889f-b389afc540ae is DONE. 133.5 kB processed. Open Job" + "Query job 9ae1e55b-36d0-4aef-ae39-67a3ad5fdb4d is DONE. 133.5 kB processed. Open Job" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "Query job 7a1822eb-7db9-4c54-abd5-74cb1cde6121 is DONE. 0 Bytes processed. Open Job" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "Query job 783d092c-5f79-4601-9365-633e48fac610 is DONE. 152.9 kB processed. Open Job" ], "text/plain": [ "" @@ -2518,152 +2697,152 @@ " \n", " \n", " 0\n", - " 7283fe5e-7b8b-4d3a-b729-476cda6e4c45\n", - " Rockies\n", - " Mets\n", + " d60c6036-0ce1-4c90-8dd9-de3b403c92a8\n", + " Nationals\n", + " Brewers\n", " \n", " \n", " 1\n", - " 4f086577-3575-4b8c-a7c9-e6a05d674367\n", - " Phillies\n", - " Dodgers\n", + " af72a0b9-65f7-49fb-9b30-d505068bdf6d\n", + " Reds\n", + " Brewers\n", " \n", " \n", " 2\n", - " 28cac4ff-bec0-4ae6-94f2-0dbc763afff2\n", - " White Sox\n", + " f57e1271-d217-400a-aea6-2e2d7d6a59a0\n", + " Orioles\n", " <NA>\n", " \n", " \n", " 3\n", - " 8606d487-9de5-436b-afaf-02773cf900f0\n", - " Mets\n", + " 198f4eed-a29f-41e2-8623-cb261e5ab370\n", + " Rockies\n", " <NA>\n", " \n", " \n", " 4\n", - " fabb7d45-7929-4f83-ae04-0e6c308eaf7b\n", - " Pirates\n", + " cb3ef033-dd57-41fd-b206-cdd3bc12c74f\n", + " Twins\n", " <NA>\n", " \n", " \n", " 5\n", - " d12c179f-f52e-401d-8453-58bfca1d0d4f\n", - " Yankees\n", + " 4be9f735-a98e-4689-87ce-852cc3a1e79d\n", + " Blue Jays\n", " <NA>\n", " \n", " \n", " 6\n", - " 62b6c3a3-4d0e-4c3a-b1fe-b0a6bcbbcbb1\n", - " Diamondbacks\n", + " 0b2de8c3-11d9-4f0f-a186-25b59f34a5d8\n", + " Yankees\n", " <NA>\n", " \n", " \n", " 7\n", - " 4119beed-2d02-4d80-bf73-7c4a5099de37\n", + " 60d80663-6ced-44aa-aad9-0f4bf8d3b4d2\n", " Red Sox\n", " <NA>\n", " \n", " \n", " 8\n", - " 32a3546f-dde0-428f-aee2-8983d72ea67e\n", - " Red Sox\n", + " 7e1c2095-4fea-454c-8773-096ceb6fb05c\n", + " Cardinals\n", " <NA>\n", " \n", " \n", " 9\n", - " 9c736289-013b-4324-bf65-e764b35f921e\n", - " Orioles\n", + " f7f24ce3-7f9d-4e8a-986e-095db847c4c1\n", + " Rays\n", " <NA>\n", " \n", " \n", " 10\n", - " 1fc4aacb-55e0-4a44-9eeb-666dfc2811e4\n", - " Diamondbacks\n", + " 5c26e7fc-c99f-48b4-92c1-4a7208c8cfe9\n", + " Rays\n", " <NA>\n", " \n", " \n", " 11\n", - " 017eea48-e435-49f9-96cf-2e7398da091a\n", - " Cubs\n", + " 6d2cab13-dd85-477a-8769-669069f85836\n", + " Royals\n", " <NA>\n", " \n", " \n", " 12\n", - " b66b14b0-0779-4b47-8ef7-f7e1f5d01a29\n", - " Orioles\n", + " bca90342-7ddc-468e-b189-d43fad7528ec\n", + " Astros\n", " <NA>\n", " \n", " \n", " 13\n", - " 702531f6-fb59-44cd-a240-14fcfeac3a06\n", - " Twins\n", + " 630f4f78-03cc-43c1-9e57-ababb9c11418\n", + " Dodgers\n", " <NA>\n", " \n", " \n", " 14\n", - " b4ba0d8d-3cee-4416-a328-17de07577dea\n", - " Yankees\n", + " c0cf1376-1115-4a2f-b457-3f82bbc41a89\n", + " Tigers\n", " <NA>\n", " \n", " \n", " 15\n", - " 866bb365-541f-4a54-a797-8e4d9b1f2af5\n", - " Tigers\n", + " 46463c50-0f5c-4dca-a661-dd194464e791\n", + " Cardinals\n", " <NA>\n", " \n", " \n", " 16\n", - " 0c6cc3f2-41f4-4bec-bf13-083627634e4a\n", - " Mets\n", + " 392ad56d-972e-4f77-98e2-5f8577931cf8\n", + " Giants\n", " <NA>\n", " \n", " \n", " 17\n", - " 8e88e37f-90a4-4fb8-adec-3942736b2950\n", - " Mets\n", + " 307730fa-bbed-4221-b4e6-a2492f546fd5\n", + " Red Sox\n", " <NA>\n", " \n", " \n", " 18\n", - " decfca6c-4f87-4129-8c62-2e12993f2089\n", - " Rangers\n", + " 1cbc558f-7615-4fa9-bf97-7ccd62040d6f\n", + " Mets\n", " <NA>\n", " \n", " \n", " 19\n", - " 530ca8e9-dd8a-4c19-9ba2-1f25a2ea8818\n", - " Twins\n", + " 723348ba-1645-43fc-9e22-92994f7a63bd\n", + " Athletics\n", " <NA>\n", " \n", " \n", " 20\n", - " 6431c53c-d8cd-4c75-8670-8c2577090b01\n", - " Astros\n", + " ffbd6ecc-82e1-4e5d-9bd1-4ea210be5992\n", + " Twins\n", " <NA>\n", " \n", " \n", " 21\n", - " 064dacb7-e6a4-47fe-8185-db10285192da\n", - " Astros\n", + " f2747230-7df5-4535-a475-a1c823d0d654\n", + " Twins\n", " <NA>\n", " \n", " \n", " 22\n", - " 9cd28c80-2ba9-44c7-a061-93f12518103b\n", - " Red Sox\n", + " db3b6f35-a7a4-430a-8703-2b2f25103e17\n", + " White Sox\n", " <NA>\n", " \n", " \n", " 23\n", - " e96155d0-7ae8-4569-9dc5-038e4fe0a999\n", - " Nationals\n", + " 5fc8c6f0-a70e-4d1b-877f-eb1ec8e6f636\n", + " Diamondbacks\n", " <NA>\n", " \n", " \n", " 24\n", - " b500a645-1cb5-451c-91d1-03729056a784\n", - " Nationals\n", + " 95d548b6-2da8-4644-812e-b277fec5b91f\n", + " Braves\n", " <NA>\n", " \n", " \n", @@ -2673,37 +2852,37 @@ ], "text/plain": [ " gameId homeTeamName awayTeamName\n", - "0 7283fe5e-7b8b-4d3a-b729-476cda6e4c45 Rockies Mets\n", - "1 4f086577-3575-4b8c-a7c9-e6a05d674367 Phillies Dodgers\n", - "2 28cac4ff-bec0-4ae6-94f2-0dbc763afff2 White Sox \n", - "3 8606d487-9de5-436b-afaf-02773cf900f0 Mets \n", - "4 fabb7d45-7929-4f83-ae04-0e6c308eaf7b Pirates \n", - "5 d12c179f-f52e-401d-8453-58bfca1d0d4f Yankees \n", - "6 62b6c3a3-4d0e-4c3a-b1fe-b0a6bcbbcbb1 Diamondbacks \n", - "7 4119beed-2d02-4d80-bf73-7c4a5099de37 Red Sox \n", - "8 32a3546f-dde0-428f-aee2-8983d72ea67e Red Sox \n", - "9 9c736289-013b-4324-bf65-e764b35f921e Orioles \n", - "10 1fc4aacb-55e0-4a44-9eeb-666dfc2811e4 Diamondbacks \n", - "11 017eea48-e435-49f9-96cf-2e7398da091a Cubs \n", - "12 b66b14b0-0779-4b47-8ef7-f7e1f5d01a29 Orioles \n", - "13 702531f6-fb59-44cd-a240-14fcfeac3a06 Twins \n", - "14 b4ba0d8d-3cee-4416-a328-17de07577dea Yankees \n", - "15 866bb365-541f-4a54-a797-8e4d9b1f2af5 Tigers \n", - "16 0c6cc3f2-41f4-4bec-bf13-083627634e4a Mets \n", - "17 8e88e37f-90a4-4fb8-adec-3942736b2950 Mets \n", - "18 decfca6c-4f87-4129-8c62-2e12993f2089 Rangers \n", - "19 530ca8e9-dd8a-4c19-9ba2-1f25a2ea8818 Twins \n", - "20 6431c53c-d8cd-4c75-8670-8c2577090b01 Astros \n", - "21 064dacb7-e6a4-47fe-8185-db10285192da Astros \n", - "22 9cd28c80-2ba9-44c7-a061-93f12518103b Red Sox \n", - "23 e96155d0-7ae8-4569-9dc5-038e4fe0a999 Nationals \n", - "24 b500a645-1cb5-451c-91d1-03729056a784 Nationals \n", + "0 d60c6036-0ce1-4c90-8dd9-de3b403c92a8 Nationals Brewers\n", + "1 af72a0b9-65f7-49fb-9b30-d505068bdf6d Reds Brewers\n", + "2 f57e1271-d217-400a-aea6-2e2d7d6a59a0 Orioles \n", + "3 198f4eed-a29f-41e2-8623-cb261e5ab370 Rockies \n", + "4 cb3ef033-dd57-41fd-b206-cdd3bc12c74f Twins \n", + "5 4be9f735-a98e-4689-87ce-852cc3a1e79d Blue Jays \n", + "6 0b2de8c3-11d9-4f0f-a186-25b59f34a5d8 Yankees \n", + "7 60d80663-6ced-44aa-aad9-0f4bf8d3b4d2 Red Sox \n", + "8 7e1c2095-4fea-454c-8773-096ceb6fb05c Cardinals \n", + "9 f7f24ce3-7f9d-4e8a-986e-095db847c4c1 Rays \n", + "10 5c26e7fc-c99f-48b4-92c1-4a7208c8cfe9 Rays \n", + "11 6d2cab13-dd85-477a-8769-669069f85836 Royals \n", + "12 bca90342-7ddc-468e-b189-d43fad7528ec Astros \n", + "13 630f4f78-03cc-43c1-9e57-ababb9c11418 Dodgers \n", + "14 c0cf1376-1115-4a2f-b457-3f82bbc41a89 Tigers \n", + "15 46463c50-0f5c-4dca-a661-dd194464e791 Cardinals \n", + "16 392ad56d-972e-4f77-98e2-5f8577931cf8 Giants \n", + "17 307730fa-bbed-4221-b4e6-a2492f546fd5 Red Sox \n", + "18 1cbc558f-7615-4fa9-bf97-7ccd62040d6f Mets \n", + "19 723348ba-1645-43fc-9e22-92994f7a63bd Athletics \n", + "20 ffbd6ecc-82e1-4e5d-9bd1-4ea210be5992 Twins \n", + "21 f2747230-7df5-4535-a475-a1c823d0d654 Twins \n", + "22 db3b6f35-a7a4-430a-8703-2b2f25103e17 White Sox \n", + "23 5fc8c6f0-a70e-4d1b-877f-eb1ec8e6f636 Diamondbacks \n", + "24 95d548b6-2da8-4644-812e-b277fec5b91f Braves \n", "...\n", "\n", "[2431 rows x 3 columns]" ] }, - "execution_count": 17, + "execution_count": 16, "metadata": {}, "output_type": "execute_result" } @@ -2714,14 +2893,38 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 17, "id": "330ed69c-f122-4af9-bf5e-96e309d3fa0c", "metadata": {}, "outputs": [ { "data": { "text/html": [ - "Query job 6d097852-4fe9-4fd8-9675-b0e142a0e1a9 is DONE. 133.5 kB processed. Open Job" + "Query job ec1c442e-6ea1-461c-ada7-e3dd0454b0ca is DONE. 133.5 kB processed. Open Job" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "Query job 4ababa83-ad57-4520-b49d-e613256ae2f3 is DONE. 0 Bytes processed. Open Job" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "Query job f3db2d14-b877-46ea-8858-5cdb3706e26a is DONE. 143 Bytes processed. Open Job" ], "text/plain": [ "" @@ -2759,15 +2962,15 @@ " \n", " \n", " 0\n", - " 7283fe5e-7b8b-4d3a-b729-476cda6e4c45\n", - " Rockies\n", - " Mets\n", + " d60c6036-0ce1-4c90-8dd9-de3b403c92a8\n", + " Nationals\n", + " Brewers\n", " \n", " \n", " 1\n", - " 4f086577-3575-4b8c-a7c9-e6a05d674367\n", - " Phillies\n", - " Dodgers\n", + " af72a0b9-65f7-49fb-9b30-d505068bdf6d\n", + " Reds\n", + " Brewers\n", " \n", " \n", "\n", @@ -2776,13 +2979,13 @@ ], "text/plain": [ " gameId homeTeamName awayTeamName\n", - "0 7283fe5e-7b8b-4d3a-b729-476cda6e4c45 Rockies Mets\n", - "1 4f086577-3575-4b8c-a7c9-e6a05d674367 Phillies Dodgers\n", + "0 d60c6036-0ce1-4c90-8dd9-de3b403c92a8 Nationals Brewers\n", + "1 af72a0b9-65f7-49fb-9b30-d505068bdf6d Reds Brewers\n", "\n", "[2 rows x 3 columns]" ] }, - "execution_count": 18, + "execution_count": 17, "metadata": {}, "output_type": "execute_result" } @@ -2802,14 +3005,26 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 18, "id": "5181231e-8a2a-4ac5-a379-6aa5ad4fee89", "metadata": {}, "outputs": [ { "data": { "text/html": [ - "Query job 8881f617-377d-47b2-a43f-20cbec14a5be is DONE. 213.3 kB processed. Open Job" + "Query job f0e1bda5-34f5-46e2-a396-289340074f82 is DONE. 0 Bytes processed. Open Job" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "Query job e7195b4a-f1ea-4bef-a4db-fa817144d249 is DONE. 213.3 kB processed. Open Job" ], "text/plain": [ "" @@ -2849,203 +3064,203 @@ " \n", " \n", " 0\n", - " 7283fe5e-7b8b-4d3a-b729-476cda6e4c45\n", + " d60c6036-0ce1-4c90-8dd9-de3b403c92a8\n", " 2016\n", - " Rockies\n", - " Mets\n", - " 191\n", + " Nationals\n", + " Brewers\n", + " 167\n", " \n", " \n", " 1\n", - " 4f086577-3575-4b8c-a7c9-e6a05d674367\n", + " af72a0b9-65f7-49fb-9b30-d505068bdf6d\n", " 2016\n", - " Phillies\n", - " Dodgers\n", - " 174\n", + " Reds\n", + " Brewers\n", + " 172\n", " \n", " \n", " 2\n", - " 28cac4ff-bec0-4ae6-94f2-0dbc763afff2\n", + " f57e1271-d217-400a-aea6-2e2d7d6a59a0\n", " 2016\n", - " White Sox\n", - " Braves\n", - " 168\n", + " Orioles\n", + " Rays\n", + " 166\n", " \n", " \n", " 3\n", - " 8606d487-9de5-436b-afaf-02773cf900f0\n", + " 198f4eed-a29f-41e2-8623-cb261e5ab370\n", " 2016\n", - " Mets\n", - " Twins\n", - " 255\n", + " Rockies\n", + " Giants\n", + " 182\n", " \n", " \n", " 4\n", - " fabb7d45-7929-4f83-ae04-0e6c308eaf7b\n", + " cb3ef033-dd57-41fd-b206-cdd3bc12c74f\n", " 2016\n", - " Pirates\n", - " Brewers\n", - " 167\n", + " Twins\n", + " Indians\n", + " 204\n", " \n", " \n", " 5\n", - " d12c179f-f52e-401d-8453-58bfca1d0d4f\n", + " 4be9f735-a98e-4689-87ce-852cc3a1e79d\n", " 2016\n", - " Yankees\n", - " Angels\n", - " 178\n", + " Blue Jays\n", + " Orioles\n", + " 184\n", " \n", " \n", " 6\n", - " 62b6c3a3-4d0e-4c3a-b1fe-b0a6bcbbcbb1\n", + " 0b2de8c3-11d9-4f0f-a186-25b59f34a5d8\n", " 2016\n", - " Diamondbacks\n", - " Phillies\n", - " 214\n", + " Yankees\n", + " Mets\n", + " 182\n", " \n", " \n", " 7\n", - " 4119beed-2d02-4d80-bf73-7c4a5099de37\n", + " 60d80663-6ced-44aa-aad9-0f4bf8d3b4d2\n", " 2016\n", " Red Sox\n", - " Athletics\n", - " 187\n", + " Rays\n", + " 191\n", " \n", " \n", " 8\n", - " 32a3546f-dde0-428f-aee2-8983d72ea67e\n", + " 7e1c2095-4fea-454c-8773-096ceb6fb05c\n", " 2016\n", - " Red Sox\n", - " Twins\n", - " 165\n", + " Cardinals\n", + " Pirates\n", + " 201\n", " \n", " \n", " 9\n", - " 9c736289-013b-4324-bf65-e764b35f921e\n", + " f7f24ce3-7f9d-4e8a-986e-095db847c4c1\n", " 2016\n", - " Orioles\n", - " Royals\n", - " 157\n", + " Rays\n", + " Twins\n", + " 189\n", " \n", " \n", " 10\n", - " 1fc4aacb-55e0-4a44-9eeb-666dfc2811e4\n", + " 5c26e7fc-c99f-48b4-92c1-4a7208c8cfe9\n", " 2016\n", - " Diamondbacks\n", - " Braves\n", - " 175\n", + " Rays\n", + " Twins\n", + " 177\n", " \n", " \n", " 11\n", - " 017eea48-e435-49f9-96cf-2e7398da091a\n", + " 6d2cab13-dd85-477a-8769-669069f85836\n", " 2016\n", - " Cubs\n", - " Pirates\n", - " 175\n", + " Royals\n", + " Rays\n", + " 183\n", " \n", " \n", " 12\n", - " b66b14b0-0779-4b47-8ef7-f7e1f5d01a29\n", + " bca90342-7ddc-468e-b189-d43fad7528ec\n", " 2016\n", - " Orioles\n", - " Mariners\n", - " 179\n", + " Astros\n", + " Rays\n", + " 194\n", " \n", " \n", " 13\n", - " 702531f6-fb59-44cd-a240-14fcfeac3a06\n", + " 630f4f78-03cc-43c1-9e57-ababb9c11418\n", " 2016\n", - " Twins\n", - " Phillies\n", - " 168\n", + " Dodgers\n", + " Giants\n", + " 178\n", " \n", " \n", " 14\n", - " b4ba0d8d-3cee-4416-a328-17de07577dea\n", + " c0cf1376-1115-4a2f-b457-3f82bbc41a89\n", " 2016\n", - " Yankees\n", - " Mariners\n", - " 201\n", + " Tigers\n", + " White Sox\n", + " 193\n", " \n", " \n", " 15\n", - " 866bb365-541f-4a54-a797-8e4d9b1f2af5\n", + " 46463c50-0f5c-4dca-a661-dd194464e791\n", " 2016\n", - " Tigers\n", - " Royals\n", - " 177\n", - " \n", + " Cardinals\n", + " Cubs\n", + " 160\n", + " \n", " \n", " 16\n", - " 0c6cc3f2-41f4-4bec-bf13-083627634e4a\n", + " 392ad56d-972e-4f77-98e2-5f8577931cf8\n", " 2016\n", - " Mets\n", - " Nationals\n", - " 222\n", + " Giants\n", + " Cardinals\n", + " 169\n", " \n", " \n", " 17\n", - " 8e88e37f-90a4-4fb8-adec-3942736b2950\n", + " 307730fa-bbed-4221-b4e6-a2492f546fd5\n", " 2016\n", - " Mets\n", - " Reds\n", - " 178\n", + " Red Sox\n", + " Twins\n", + " 251\n", " \n", " \n", " 18\n", - " decfca6c-4f87-4129-8c62-2e12993f2089\n", + " 1cbc558f-7615-4fa9-bf97-7ccd62040d6f\n", " 2016\n", - " Rangers\n", - " Astros\n", - " 195\n", + " Mets\n", + " Braves\n", + " 151\n", " \n", " \n", " 19\n", - " 530ca8e9-dd8a-4c19-9ba2-1f25a2ea8818\n", + " 723348ba-1645-43fc-9e22-92994f7a63bd\n", " 2016\n", + " Athletics\n", " Twins\n", - " Braves\n", - " 143\n", + " 153\n", " \n", " \n", " 20\n", - " 6431c53c-d8cd-4c75-8670-8c2577090b01\n", + " ffbd6ecc-82e1-4e5d-9bd1-4ea210be5992\n", " 2016\n", - " Astros\n", - " Cardinals\n", - " 179\n", + " Twins\n", + " Marlins\n", + " 185\n", " \n", " \n", " 21\n", - " 064dacb7-e6a4-47fe-8185-db10285192da\n", + " f2747230-7df5-4535-a475-a1c823d0d654\n", " 2016\n", - " Astros\n", - " Athletics\n", - " 185\n", + " Twins\n", + " Yankees\n", + " 180\n", " \n", " \n", " 22\n", - " 9cd28c80-2ba9-44c7-a061-93f12518103b\n", + " db3b6f35-a7a4-430a-8703-2b2f25103e17\n", " 2016\n", - " Red Sox\n", - " Rangers\n", - " 201\n", + " White Sox\n", + " Orioles\n", + " 199\n", " \n", " \n", " 23\n", - " e96155d0-7ae8-4569-9dc5-038e4fe0a999\n", + " 5fc8c6f0-a70e-4d1b-877f-eb1ec8e6f636\n", " 2016\n", - " Nationals\n", " Diamondbacks\n", - " 115\n", + " Giants\n", + " 175\n", " \n", " \n", " 24\n", - " b500a645-1cb5-451c-91d1-03729056a784\n", + " 95d548b6-2da8-4644-812e-b277fec5b91f\n", " 2016\n", - " Nationals\n", - " Marlins\n", - " 183\n", + " Braves\n", + " Mets\n", + " 201\n", " \n", " \n", "\n", @@ -3053,65 +3268,65 @@ "[4862 rows x 5 columns in total]" ], "text/plain": [ - " gameId year homeTeamName awayTeamName \\\n", - "0 7283fe5e-7b8b-4d3a-b729-476cda6e4c45 2016 Rockies Mets \n", - "1 4f086577-3575-4b8c-a7c9-e6a05d674367 2016 Phillies Dodgers \n", - "2 28cac4ff-bec0-4ae6-94f2-0dbc763afff2 2016 White Sox Braves \n", - "3 8606d487-9de5-436b-afaf-02773cf900f0 2016 Mets Twins \n", - "4 fabb7d45-7929-4f83-ae04-0e6c308eaf7b 2016 Pirates Brewers \n", - "5 d12c179f-f52e-401d-8453-58bfca1d0d4f 2016 Yankees Angels \n", - "6 62b6c3a3-4d0e-4c3a-b1fe-b0a6bcbbcbb1 2016 Diamondbacks Phillies \n", - "7 4119beed-2d02-4d80-bf73-7c4a5099de37 2016 Red Sox Athletics \n", - "8 32a3546f-dde0-428f-aee2-8983d72ea67e 2016 Red Sox Twins \n", - "9 9c736289-013b-4324-bf65-e764b35f921e 2016 Orioles Royals \n", - "10 1fc4aacb-55e0-4a44-9eeb-666dfc2811e4 2016 Diamondbacks Braves \n", - "11 017eea48-e435-49f9-96cf-2e7398da091a 2016 Cubs Pirates \n", - "12 b66b14b0-0779-4b47-8ef7-f7e1f5d01a29 2016 Orioles Mariners \n", - "13 702531f6-fb59-44cd-a240-14fcfeac3a06 2016 Twins Phillies \n", - "14 b4ba0d8d-3cee-4416-a328-17de07577dea 2016 Yankees Mariners \n", - "15 866bb365-541f-4a54-a797-8e4d9b1f2af5 2016 Tigers Royals \n", - "16 0c6cc3f2-41f4-4bec-bf13-083627634e4a 2016 Mets Nationals \n", - "17 8e88e37f-90a4-4fb8-adec-3942736b2950 2016 Mets Reds \n", - "18 decfca6c-4f87-4129-8c62-2e12993f2089 2016 Rangers Astros \n", - "19 530ca8e9-dd8a-4c19-9ba2-1f25a2ea8818 2016 Twins Braves \n", - "20 6431c53c-d8cd-4c75-8670-8c2577090b01 2016 Astros Cardinals \n", - "21 064dacb7-e6a4-47fe-8185-db10285192da 2016 Astros Athletics \n", - "22 9cd28c80-2ba9-44c7-a061-93f12518103b 2016 Red Sox Rangers \n", - "23 e96155d0-7ae8-4569-9dc5-038e4fe0a999 2016 Nationals Diamondbacks \n", - "24 b500a645-1cb5-451c-91d1-03729056a784 2016 Nationals Marlins \n", + " gameId year homeTeamName awayTeamName \\\n", + "0 d60c6036-0ce1-4c90-8dd9-de3b403c92a8 2016 Nationals Brewers \n", + "1 af72a0b9-65f7-49fb-9b30-d505068bdf6d 2016 Reds Brewers \n", + "2 f57e1271-d217-400a-aea6-2e2d7d6a59a0 2016 Orioles Rays \n", + "3 198f4eed-a29f-41e2-8623-cb261e5ab370 2016 Rockies Giants \n", + "4 cb3ef033-dd57-41fd-b206-cdd3bc12c74f 2016 Twins Indians \n", + "5 4be9f735-a98e-4689-87ce-852cc3a1e79d 2016 Blue Jays Orioles \n", + "6 0b2de8c3-11d9-4f0f-a186-25b59f34a5d8 2016 Yankees Mets \n", + "7 60d80663-6ced-44aa-aad9-0f4bf8d3b4d2 2016 Red Sox Rays \n", + "8 7e1c2095-4fea-454c-8773-096ceb6fb05c 2016 Cardinals Pirates \n", + "9 f7f24ce3-7f9d-4e8a-986e-095db847c4c1 2016 Rays Twins \n", + "10 5c26e7fc-c99f-48b4-92c1-4a7208c8cfe9 2016 Rays Twins \n", + "11 6d2cab13-dd85-477a-8769-669069f85836 2016 Royals Rays \n", + "12 bca90342-7ddc-468e-b189-d43fad7528ec 2016 Astros Rays \n", + "13 630f4f78-03cc-43c1-9e57-ababb9c11418 2016 Dodgers Giants \n", + "14 c0cf1376-1115-4a2f-b457-3f82bbc41a89 2016 Tigers White Sox \n", + "15 46463c50-0f5c-4dca-a661-dd194464e791 2016 Cardinals Cubs \n", + "16 392ad56d-972e-4f77-98e2-5f8577931cf8 2016 Giants Cardinals \n", + "17 307730fa-bbed-4221-b4e6-a2492f546fd5 2016 Red Sox Twins \n", + "18 1cbc558f-7615-4fa9-bf97-7ccd62040d6f 2016 Mets Braves \n", + "19 723348ba-1645-43fc-9e22-92994f7a63bd 2016 Athletics Twins \n", + "20 ffbd6ecc-82e1-4e5d-9bd1-4ea210be5992 2016 Twins Marlins \n", + "21 f2747230-7df5-4535-a475-a1c823d0d654 2016 Twins Yankees \n", + "22 db3b6f35-a7a4-430a-8703-2b2f25103e17 2016 White Sox Orioles \n", + "23 5fc8c6f0-a70e-4d1b-877f-eb1ec8e6f636 2016 Diamondbacks Giants \n", + "24 95d548b6-2da8-4644-812e-b277fec5b91f 2016 Braves Mets \n", "\n", " duration_minutes \n", - "0 191 \n", - "1 174 \n", - "2 168 \n", - "3 255 \n", - "4 167 \n", - "5 178 \n", - "6 214 \n", - "7 187 \n", - "8 165 \n", - "9 157 \n", - "10 175 \n", - "11 175 \n", - "12 179 \n", - "13 168 \n", - "14 201 \n", - "15 177 \n", - "16 222 \n", - "17 178 \n", - "18 195 \n", - "19 143 \n", - "20 179 \n", - "21 185 \n", - "22 201 \n", - "23 115 \n", - "24 183 \n", + "0 167 \n", + "1 172 \n", + "2 166 \n", + "3 182 \n", + "4 204 \n", + "5 184 \n", + "6 182 \n", + "7 191 \n", + "8 201 \n", + "9 189 \n", + "10 177 \n", + "11 183 \n", + "12 194 \n", + "13 178 \n", + "14 193 \n", + "15 160 \n", + "16 169 \n", + "17 251 \n", + "18 151 \n", + "19 153 \n", + "20 185 \n", + "21 180 \n", + "22 199 \n", + "23 175 \n", + "24 201 \n", "...\n", "\n", "[4862 rows x 5 columns]" ] }, - "execution_count": 19, + "execution_count": 18, "metadata": {}, "output_type": "execute_result" } @@ -3131,14 +3346,14 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 19, "id": "ad1f86f1-890b-462b-b408-b94c073371ff", "metadata": {}, "outputs": [ { "data": { "text/html": [ - "Query job 96b90989-c135-426a-a1be-815188a40a32 is DONE. 213.3 kB processed. Open Job" + "Query job 0745cde9-9175-4e11-9721-f0c58fae90a2 is DONE. 79.9 kB processed. Open Job" ], "text/plain": [ "" @@ -3150,7 +3365,7 @@ { "data": { "text/html": [ - "Query job 0a4de367-0668-4097-b436-92551da47581 is DONE. 60.5 kB processed. Open Job" + "Query job 4c7a65d6-63b7-44b6-8249-171139f907f5 is DONE. 0 Bytes processed. Open Job" ], "text/plain": [ "" @@ -3161,36 +3376,48 @@ }, { "data": { + "text/html": [ + "Query job cee24fe1-cb33-4836-b158-90e293cbc057 is DONE. 60.5 kB processed. Open Job" + ], "text/plain": [ - "0 Rockies\n", - "1 Phillies\n", - "2 White Sox\n", - "3 Mets\n", - "4 Pirates\n", - "5 Yankees\n", - "6 Diamondbacks\n", + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "0 Nationals\n", + "1 Reds\n", + "2 Orioles\n", + "3 Rockies\n", + "4 Twins\n", + "5 Blue Jays\n", + "6 Yankees\n", "7 Red Sox\n", - "8 Red Sox\n", - "9 Orioles\n", - "10 Diamondbacks\n", - "11 Cubs\n", - "12 Orioles\n", - "13 Twins\n", - "14 Yankees\n", - "15 Tigers\n", - "16 Mets\n", - "17 Mets\n", - "18 Rangers\n", - "19 Twins\n", - "20 Astros\n", - "21 Astros\n", - "22 Red Sox\n", - "23 Nationals\n", - "24 Nationals\n", + "8 Cardinals\n", + "9 Rays\n", + "10 Rays\n", + "11 Royals\n", + "12 Astros\n", + "13 Dodgers\n", + "14 Tigers\n", + "15 Cardinals\n", + "16 Giants\n", + "17 Red Sox\n", + "18 Mets\n", + "19 Athletics\n", + "20 Twins\n", + "21 Twins\n", + "22 White Sox\n", + "23 Diamondbacks\n", + "24 Braves\n", "Name: homeTeamName, dtype: string" ] }, - "execution_count": 20, + "execution_count": 19, "metadata": {}, "output_type": "execute_result" } @@ -3210,7 +3437,7 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 28, "id": "2ae4924b-37a9-4327-81d4-4f2afb66cb37", "metadata": {}, "outputs": [ @@ -3218,24 +3445,81 @@ "name": "stdout", "output_type": "stream", "text": [ + "WITH t0 AS (\n", + " SELECT\n", + " t9.`col_13`,\n", + " t9.`col_14`,\n", + " t9.`col_17`,\n", + " t9.`bigframes_ordering_id`\n", + " FROM `swast-scratch`._63cfa399614a54153cc386c27d6c0c6fdb249f9e.bqdf20240315_0f214503ed3e408abae057064ac2b4c2 AS t9\n", + "), t1 AS (\n", + " SELECT\n", + " t9.`col_13`,\n", + " t9.`col_14`,\n", + " t9.`col_16`,\n", + " t9.`hidden_l_0`,\n", + " t9.`hidden_r_0`\n", + " FROM `swast-scratch`._63cfa399614a54153cc386c27d6c0c6fdb249f9e.bqdf20240315_22c51834c2b94bbc93da3d0ff27f980f AS t9\n", + "), t2 AS (\n", + " SELECT\n", + " t0.`col_13`,\n", + " t0.`col_14`,\n", + " t0.`col_17`,\n", + " t0.`bigframes_ordering_id`\n", + " FROM t0\n", + "), t3 AS (\n", + " SELECT\n", + " t1.`col_13`,\n", + " t1.`col_14`,\n", + " t1.`col_16`,\n", + " t1.`hidden_l_0`,\n", + " t1.`hidden_r_0`\n", + " FROM t1\n", + "), t4 AS (\n", + " SELECT\n", + " t2.`col_13` AS `col_103`,\n", + " t2.`col_14` AS `col_104`,\n", + " t2.`col_17` AS `col_105`,\n", + " t2.`bigframes_ordering_id` AS `hidden_r_0`\n", + " FROM t2\n", + "), t5 AS (\n", + " SELECT\n", + " t3.`col_13` AS `col_100`,\n", + " t3.`col_14` AS `col_101`,\n", + " t3.`col_16` AS `col_102`,\n", + " t3.`hidden_l_0`,\n", + " t3.`hidden_r_0` AS `hidden_l_1`\n", + " FROM t3\n", + "), t6 AS (\n", + " SELECT\n", + " coalesce(`col_101`, `col_104`) AS `col_106`,\n", + " `col_102`,\n", + " `col_105`,\n", + " (\n", + " row_number() OVER (ORDER BY `hidden_l_0` IS NULL ASC, `hidden_l_0` ASC, `hidden_r_0` IS NULL ASC, `hidden_r_0` ASC) - 1\n", + " ) AS `bigframes_ordering_id`\n", + " FROM t5\n", + " INNER JOIN t4\n", + " ON coalesce(t5.`col_101`, '$NULL_SENTINEL$') = coalesce(t4.`col_104`, '$NULL_SENTINEL$')\n", + "), t7 AS (\n", + " SELECT\n", + " t6.`col_106`,\n", + " t6.`col_102`,\n", + " t6.`col_105`,\n", + " t6.`bigframes_ordering_id`\n", + " FROM t6\n", + ")\n", "SELECT\n", - " `t4`.`bfuid_col_18` AS `gameId`,\n", - " `t4`.`bfuid_col_20` AS `homeTeamName`,\n", - " `t5`.`bfuid_col_21` AS `awayTeamName`\n", + " t8.`col_106` AS `gameId`,\n", + " t8.`col_102` AS `homeTeamName`,\n", + " t8.`col_105` AS `awayTeamName`\n", "FROM (\n", " SELECT\n", - " `t0`.`bfuid_col_18`,\n", - " `t0`.`bfuid_col_20`\n", - " FROM `bigframes-dev._76f0f906c2e04e83c3496619541347a5922c80ee._1492e3bc_b2fc_40fe_b1a0_7f0335e759e6_bqdf_6d56c24f-bccc-4661-80a2-347fa9731384` AS `t0`\n", - ") AS `t4`\n", - "INNER JOIN (\n", - " SELECT\n", - " `t1`.`bfuid_col_18` AS `bfuid_col_141`,\n", - " `t1`.`bfuid_col_21`\n", - " FROM `bigframes-dev._76f0f906c2e04e83c3496619541347a5922c80ee._1492e3bc_b2fc_40fe_b1a0_7f0335e759e6_bqdf_c9ed6466-9c5c-42e4-8385-36f07073dcf2` AS `t1`\n", - ") AS `t5`\n", - " ON COALESCE(`t4`.`bfuid_col_18`, '0') = COALESCE(`t5`.`bfuid_col_141`, '0')\n", - " AND COALESCE(`t4`.`bfuid_col_18`, '1') = COALESCE(`t5`.`bfuid_col_141`, '1')\n" + " t7.`col_106`,\n", + " t7.`col_102`,\n", + " t7.`col_105`\n", + " FROM t7\n", + ") AS t8\n" ] } ], @@ -3254,14 +3538,26 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 21, "id": "5adc7bbf-2c58-4924-964c-ed1b18dc9268", "metadata": {}, "outputs": [ { "data": { "text/html": [ - "Query job bc19ce37-5f09-4333-8c8e-a1898cf7deba is DONE. 213.3 kB processed. Open Job" + "Query job 9fcba646-219f-40ee-9792-d74af0ff7e22 is DONE. 0 Bytes processed. Open Job" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "Query job 657cdf62-f71e-482c-97f7-b66e4ac20e10 is DONE. 0 Bytes processed. Open Job" ], "text/plain": [ "" @@ -3301,203 +3597,203 @@ " \n", " \n", " 0\n", - " 7283fe5e-7b8b-4d3a-b729-476cda6e4c45\n", + " d60c6036-0ce1-4c90-8dd9-de3b403c92a8\n", " 2016\n", - " Rockies\n", - " Mets\n", - " 191\n", + " Nationals\n", + " Brewers\n", + " 167\n", " \n", " \n", " 1\n", - " 4f086577-3575-4b8c-a7c9-e6a05d674367\n", + " af72a0b9-65f7-49fb-9b30-d505068bdf6d\n", " 2016\n", - " Phillies\n", - " Dodgers\n", - " 174\n", + " Reds\n", + " Brewers\n", + " 172\n", " \n", " \n", " 2\n", - " 28cac4ff-bec0-4ae6-94f2-0dbc763afff2\n", + " f57e1271-d217-400a-aea6-2e2d7d6a59a0\n", " 2016\n", - " White Sox\n", - " Braves\n", - " 168\n", + " Orioles\n", + " Rays\n", + " 166\n", " \n", " \n", " 3\n", - " 8606d487-9de5-436b-afaf-02773cf900f0\n", + " 198f4eed-a29f-41e2-8623-cb261e5ab370\n", " 2016\n", - " Mets\n", - " Twins\n", - " 255\n", + " Rockies\n", + " Giants\n", + " 182\n", " \n", " \n", " 4\n", - " fabb7d45-7929-4f83-ae04-0e6c308eaf7b\n", + " cb3ef033-dd57-41fd-b206-cdd3bc12c74f\n", " 2016\n", - " Pirates\n", - " Brewers\n", - " 167\n", + " Twins\n", + " Indians\n", + " 204\n", " \n", " \n", " 5\n", - " d12c179f-f52e-401d-8453-58bfca1d0d4f\n", + " 4be9f735-a98e-4689-87ce-852cc3a1e79d\n", " 2016\n", - " Yankees\n", - " Angels\n", - " 178\n", + " Blue Jays\n", + " Orioles\n", + " 184\n", " \n", " \n", " 6\n", - " 62b6c3a3-4d0e-4c3a-b1fe-b0a6bcbbcbb1\n", + " 0b2de8c3-11d9-4f0f-a186-25b59f34a5d8\n", " 2016\n", - " Diamondbacks\n", - " Phillies\n", - " 214\n", + " Yankees\n", + " Mets\n", + " 182\n", " \n", " \n", " 7\n", - " 4119beed-2d02-4d80-bf73-7c4a5099de37\n", + " 60d80663-6ced-44aa-aad9-0f4bf8d3b4d2\n", " 2016\n", " Red Sox\n", - " Athletics\n", - " 187\n", + " Rays\n", + " 191\n", " \n", " \n", " 8\n", - " 32a3546f-dde0-428f-aee2-8983d72ea67e\n", + " 7e1c2095-4fea-454c-8773-096ceb6fb05c\n", " 2016\n", - " Red Sox\n", - " Twins\n", - " 165\n", + " Cardinals\n", + " Pirates\n", + " 201\n", " \n", " \n", " 9\n", - " 9c736289-013b-4324-bf65-e764b35f921e\n", + " f7f24ce3-7f9d-4e8a-986e-095db847c4c1\n", " 2016\n", - " Orioles\n", - " Royals\n", - " 157\n", + " Rays\n", + " Twins\n", + " 189\n", " \n", " \n", " 10\n", - " 1fc4aacb-55e0-4a44-9eeb-666dfc2811e4\n", + " 5c26e7fc-c99f-48b4-92c1-4a7208c8cfe9\n", " 2016\n", - " Diamondbacks\n", - " Braves\n", - " 175\n", + " Rays\n", + " Twins\n", + " 177\n", " \n", " \n", " 11\n", - " 017eea48-e435-49f9-96cf-2e7398da091a\n", + " 6d2cab13-dd85-477a-8769-669069f85836\n", " 2016\n", - " Cubs\n", - " Pirates\n", - " 175\n", + " Royals\n", + " Rays\n", + " 183\n", " \n", " \n", " 12\n", - " b66b14b0-0779-4b47-8ef7-f7e1f5d01a29\n", + " bca90342-7ddc-468e-b189-d43fad7528ec\n", " 2016\n", - " Orioles\n", - " Mariners\n", - " 179\n", + " Astros\n", + " Rays\n", + " 194\n", " \n", " \n", " 13\n", - " 702531f6-fb59-44cd-a240-14fcfeac3a06\n", + " 630f4f78-03cc-43c1-9e57-ababb9c11418\n", " 2016\n", - " Twins\n", - " Phillies\n", - " 168\n", + " Dodgers\n", + " Giants\n", + " 178\n", " \n", " \n", " 14\n", - " b4ba0d8d-3cee-4416-a328-17de07577dea\n", + " c0cf1376-1115-4a2f-b457-3f82bbc41a89\n", " 2016\n", - " Yankees\n", - " Mariners\n", - " 201\n", + " Tigers\n", + " White Sox\n", + " 193\n", " \n", " \n", " 15\n", - " 866bb365-541f-4a54-a797-8e4d9b1f2af5\n", + " 46463c50-0f5c-4dca-a661-dd194464e791\n", " 2016\n", - " Tigers\n", - " Royals\n", - " 177\n", + " Cardinals\n", + " Cubs\n", + " 160\n", " \n", " \n", " 16\n", - " 0c6cc3f2-41f4-4bec-bf13-083627634e4a\n", + " 392ad56d-972e-4f77-98e2-5f8577931cf8\n", " 2016\n", - " Mets\n", - " Nationals\n", - " 222\n", + " Giants\n", + " Cardinals\n", + " 169\n", " \n", " \n", " 17\n", - " 8e88e37f-90a4-4fb8-adec-3942736b2950\n", + " 307730fa-bbed-4221-b4e6-a2492f546fd5\n", " 2016\n", - " Mets\n", - " Reds\n", - " 178\n", + " Red Sox\n", + " Twins\n", + " 251\n", " \n", " \n", " 18\n", - " decfca6c-4f87-4129-8c62-2e12993f2089\n", + " 1cbc558f-7615-4fa9-bf97-7ccd62040d6f\n", " 2016\n", - " Rangers\n", - " Astros\n", - " 195\n", + " Mets\n", + " Braves\n", + " 151\n", " \n", " \n", " 19\n", - " 530ca8e9-dd8a-4c19-9ba2-1f25a2ea8818\n", + " 723348ba-1645-43fc-9e22-92994f7a63bd\n", " 2016\n", + " Athletics\n", " Twins\n", - " Braves\n", - " 143\n", + " 153\n", " \n", " \n", " 20\n", - " 6431c53c-d8cd-4c75-8670-8c2577090b01\n", + " ffbd6ecc-82e1-4e5d-9bd1-4ea210be5992\n", " 2016\n", - " Astros\n", - " Cardinals\n", - " 179\n", + " Twins\n", + " Marlins\n", + " 185\n", " \n", " \n", " 21\n", - " 064dacb7-e6a4-47fe-8185-db10285192da\n", + " f2747230-7df5-4535-a475-a1c823d0d654\n", " 2016\n", - " Astros\n", - " Athletics\n", - " 185\n", + " Twins\n", + " Yankees\n", + " 180\n", " \n", " \n", " 22\n", - " 9cd28c80-2ba9-44c7-a061-93f12518103b\n", + " db3b6f35-a7a4-430a-8703-2b2f25103e17\n", " 2016\n", - " Red Sox\n", - " Rangers\n", - " 201\n", + " White Sox\n", + " Orioles\n", + " 199\n", " \n", " \n", " 23\n", - " e96155d0-7ae8-4569-9dc5-038e4fe0a999\n", + " 5fc8c6f0-a70e-4d1b-877f-eb1ec8e6f636\n", " 2016\n", - " Nationals\n", " Diamondbacks\n", - " 115\n", + " Giants\n", + " 175\n", " \n", " \n", " 24\n", - " b500a645-1cb5-451c-91d1-03729056a784\n", + " 95d548b6-2da8-4644-812e-b277fec5b91f\n", " 2016\n", - " Nationals\n", - " Marlins\n", - " 183\n", + " Braves\n", + " Mets\n", + " 201\n", " \n", " \n", "\n", @@ -3505,65 +3801,65 @@ "[2431 rows x 5 columns in total]" ], "text/plain": [ - " gameId year HOME TEAM awayTeamName \\\n", - "0 7283fe5e-7b8b-4d3a-b729-476cda6e4c45 2016 Rockies Mets \n", - "1 4f086577-3575-4b8c-a7c9-e6a05d674367 2016 Phillies Dodgers \n", - "2 28cac4ff-bec0-4ae6-94f2-0dbc763afff2 2016 White Sox Braves \n", - "3 8606d487-9de5-436b-afaf-02773cf900f0 2016 Mets Twins \n", - "4 fabb7d45-7929-4f83-ae04-0e6c308eaf7b 2016 Pirates Brewers \n", - "5 d12c179f-f52e-401d-8453-58bfca1d0d4f 2016 Yankees Angels \n", - "6 62b6c3a3-4d0e-4c3a-b1fe-b0a6bcbbcbb1 2016 Diamondbacks Phillies \n", - "7 4119beed-2d02-4d80-bf73-7c4a5099de37 2016 Red Sox Athletics \n", - "8 32a3546f-dde0-428f-aee2-8983d72ea67e 2016 Red Sox Twins \n", - "9 9c736289-013b-4324-bf65-e764b35f921e 2016 Orioles Royals \n", - "10 1fc4aacb-55e0-4a44-9eeb-666dfc2811e4 2016 Diamondbacks Braves \n", - "11 017eea48-e435-49f9-96cf-2e7398da091a 2016 Cubs Pirates \n", - "12 b66b14b0-0779-4b47-8ef7-f7e1f5d01a29 2016 Orioles Mariners \n", - "13 702531f6-fb59-44cd-a240-14fcfeac3a06 2016 Twins Phillies \n", - "14 b4ba0d8d-3cee-4416-a328-17de07577dea 2016 Yankees Mariners \n", - "15 866bb365-541f-4a54-a797-8e4d9b1f2af5 2016 Tigers Royals \n", - "16 0c6cc3f2-41f4-4bec-bf13-083627634e4a 2016 Mets Nationals \n", - "17 8e88e37f-90a4-4fb8-adec-3942736b2950 2016 Mets Reds \n", - "18 decfca6c-4f87-4129-8c62-2e12993f2089 2016 Rangers Astros \n", - "19 530ca8e9-dd8a-4c19-9ba2-1f25a2ea8818 2016 Twins Braves \n", - "20 6431c53c-d8cd-4c75-8670-8c2577090b01 2016 Astros Cardinals \n", - "21 064dacb7-e6a4-47fe-8185-db10285192da 2016 Astros Athletics \n", - "22 9cd28c80-2ba9-44c7-a061-93f12518103b 2016 Red Sox Rangers \n", - "23 e96155d0-7ae8-4569-9dc5-038e4fe0a999 2016 Nationals Diamondbacks \n", - "24 b500a645-1cb5-451c-91d1-03729056a784 2016 Nationals Marlins \n", + " gameId year HOME TEAM awayTeamName \\\n", + "0 d60c6036-0ce1-4c90-8dd9-de3b403c92a8 2016 Nationals Brewers \n", + "1 af72a0b9-65f7-49fb-9b30-d505068bdf6d 2016 Reds Brewers \n", + "2 f57e1271-d217-400a-aea6-2e2d7d6a59a0 2016 Orioles Rays \n", + "3 198f4eed-a29f-41e2-8623-cb261e5ab370 2016 Rockies Giants \n", + "4 cb3ef033-dd57-41fd-b206-cdd3bc12c74f 2016 Twins Indians \n", + "5 4be9f735-a98e-4689-87ce-852cc3a1e79d 2016 Blue Jays Orioles \n", + "6 0b2de8c3-11d9-4f0f-a186-25b59f34a5d8 2016 Yankees Mets \n", + "7 60d80663-6ced-44aa-aad9-0f4bf8d3b4d2 2016 Red Sox Rays \n", + "8 7e1c2095-4fea-454c-8773-096ceb6fb05c 2016 Cardinals Pirates \n", + "9 f7f24ce3-7f9d-4e8a-986e-095db847c4c1 2016 Rays Twins \n", + "10 5c26e7fc-c99f-48b4-92c1-4a7208c8cfe9 2016 Rays Twins \n", + "11 6d2cab13-dd85-477a-8769-669069f85836 2016 Royals Rays \n", + "12 bca90342-7ddc-468e-b189-d43fad7528ec 2016 Astros Rays \n", + "13 630f4f78-03cc-43c1-9e57-ababb9c11418 2016 Dodgers Giants \n", + "14 c0cf1376-1115-4a2f-b457-3f82bbc41a89 2016 Tigers White Sox \n", + "15 46463c50-0f5c-4dca-a661-dd194464e791 2016 Cardinals Cubs \n", + "16 392ad56d-972e-4f77-98e2-5f8577931cf8 2016 Giants Cardinals \n", + "17 307730fa-bbed-4221-b4e6-a2492f546fd5 2016 Red Sox Twins \n", + "18 1cbc558f-7615-4fa9-bf97-7ccd62040d6f 2016 Mets Braves \n", + "19 723348ba-1645-43fc-9e22-92994f7a63bd 2016 Athletics Twins \n", + "20 ffbd6ecc-82e1-4e5d-9bd1-4ea210be5992 2016 Twins Marlins \n", + "21 f2747230-7df5-4535-a475-a1c823d0d654 2016 Twins Yankees \n", + "22 db3b6f35-a7a4-430a-8703-2b2f25103e17 2016 White Sox Orioles \n", + "23 5fc8c6f0-a70e-4d1b-877f-eb1ec8e6f636 2016 Diamondbacks Giants \n", + "24 95d548b6-2da8-4644-812e-b277fec5b91f 2016 Braves Mets \n", "\n", " duration_minutes \n", - "0 191 \n", - "1 174 \n", - "2 168 \n", - "3 255 \n", - "4 167 \n", - "5 178 \n", - "6 214 \n", - "7 187 \n", - "8 165 \n", - "9 157 \n", - "10 175 \n", - "11 175 \n", - "12 179 \n", - "13 168 \n", - "14 201 \n", - "15 177 \n", - "16 222 \n", - "17 178 \n", - "18 195 \n", - "19 143 \n", - "20 179 \n", - "21 185 \n", - "22 201 \n", - "23 115 \n", - "24 183 \n", + "0 167 \n", + "1 172 \n", + "2 166 \n", + "3 182 \n", + "4 204 \n", + "5 184 \n", + "6 182 \n", + "7 191 \n", + "8 201 \n", + "9 189 \n", + "10 177 \n", + "11 183 \n", + "12 194 \n", + "13 178 \n", + "14 193 \n", + "15 160 \n", + "16 169 \n", + "17 251 \n", + "18 151 \n", + "19 153 \n", + "20 185 \n", + "21 180 \n", + "22 199 \n", + "23 175 \n", + "24 201 \n", "...\n", "\n", "[2431 rows x 5 columns]" ] }, - "execution_count": 22, + "execution_count": 21, "metadata": {}, "output_type": "execute_result" } @@ -3574,14 +3870,26 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 22, "id": "ac3ceabe-4317-453c-9418-826de5094454", "metadata": {}, "outputs": [ { "data": { "text/html": [ - "Query job 3419245a-e19d-42de-85f5-097d664fa1b3 is DONE. 213.3 kB processed. Open Job" + "Query job c90e0cd4-30e5-427c-8f5f-a0a8c778bc62 is DONE. 0 Bytes processed. Open Job" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "Query job 23bfdb6d-9411-484c-9766-93f76dfc1adc is DONE. 0 Bytes processed. Open Job" ], "text/plain": [ "" @@ -3621,203 +3929,203 @@ " \n", " \n", " 0\n", - " 7283fe5e-7b8b-4d3a-b729-476cda6e4c45\n", + " d60c6036-0ce1-4c90-8dd9-de3b403c92a8\n", " 2016\n", - " Rockies\n", - " Mets\n", - " 191\n", + " Nationals\n", + " Brewers\n", + " 167\n", " \n", " \n", " 1\n", - " 4f086577-3575-4b8c-a7c9-e6a05d674367\n", + " af72a0b9-65f7-49fb-9b30-d505068bdf6d\n", " 2016\n", - " Phillies\n", - " Dodgers\n", - " 174\n", + " Reds\n", + " Brewers\n", + " 172\n", " \n", " \n", " 2\n", - " 28cac4ff-bec0-4ae6-94f2-0dbc763afff2\n", + " f57e1271-d217-400a-aea6-2e2d7d6a59a0\n", " 2016\n", - " White Sox\n", - " Braves\n", - " 168\n", + " Orioles\n", + " Rays\n", + " 166\n", " \n", " \n", " 3\n", - " 8606d487-9de5-436b-afaf-02773cf900f0\n", + " 198f4eed-a29f-41e2-8623-cb261e5ab370\n", " 2016\n", - " Mets\n", - " Twins\n", - " 255\n", + " Rockies\n", + " Giants\n", + " 182\n", " \n", " \n", " 4\n", - " fabb7d45-7929-4f83-ae04-0e6c308eaf7b\n", + " cb3ef033-dd57-41fd-b206-cdd3bc12c74f\n", " 2016\n", - " Pirates\n", - " Brewers\n", - " 167\n", + " Twins\n", + " Indians\n", + " 204\n", " \n", " \n", " 5\n", - " d12c179f-f52e-401d-8453-58bfca1d0d4f\n", + " 4be9f735-a98e-4689-87ce-852cc3a1e79d\n", " 2016\n", - " Yankees\n", - " Angels\n", - " 178\n", + " Blue Jays\n", + " Orioles\n", + " 184\n", " \n", " \n", " 6\n", - " 62b6c3a3-4d0e-4c3a-b1fe-b0a6bcbbcbb1\n", + " 0b2de8c3-11d9-4f0f-a186-25b59f34a5d8\n", " 2016\n", - " Diamondbacks\n", - " Phillies\n", - " 214\n", + " Yankees\n", + " Mets\n", + " 182\n", " \n", " \n", " 7\n", - " 4119beed-2d02-4d80-bf73-7c4a5099de37\n", + " 60d80663-6ced-44aa-aad9-0f4bf8d3b4d2\n", " 2016\n", " Red Sox\n", - " Athletics\n", - " 187\n", + " Rays\n", + " 191\n", " \n", " \n", " 8\n", - " 32a3546f-dde0-428f-aee2-8983d72ea67e\n", + " 7e1c2095-4fea-454c-8773-096ceb6fb05c\n", " 2016\n", - " Red Sox\n", - " Twins\n", - " 165\n", + " Cardinals\n", + " Pirates\n", + " 201\n", " \n", " \n", " 9\n", - " 9c736289-013b-4324-bf65-e764b35f921e\n", + " f7f24ce3-7f9d-4e8a-986e-095db847c4c1\n", " 2016\n", - " Orioles\n", - " Royals\n", - " 157\n", + " Rays\n", + " Twins\n", + " 189\n", " \n", " \n", " 10\n", - " 1fc4aacb-55e0-4a44-9eeb-666dfc2811e4\n", + " 5c26e7fc-c99f-48b4-92c1-4a7208c8cfe9\n", " 2016\n", - " Diamondbacks\n", - " Braves\n", - " 175\n", + " Rays\n", + " Twins\n", + " 177\n", " \n", " \n", " 11\n", - " 017eea48-e435-49f9-96cf-2e7398da091a\n", + " 6d2cab13-dd85-477a-8769-669069f85836\n", " 2016\n", - " Cubs\n", - " Pirates\n", - " 175\n", + " Royals\n", + " Rays\n", + " 183\n", " \n", " \n", " 12\n", - " b66b14b0-0779-4b47-8ef7-f7e1f5d01a29\n", + " bca90342-7ddc-468e-b189-d43fad7528ec\n", " 2016\n", - " Orioles\n", - " Mariners\n", - " 179\n", + " Astros\n", + " Rays\n", + " 194\n", " \n", " \n", " 13\n", - " 702531f6-fb59-44cd-a240-14fcfeac3a06\n", + " 630f4f78-03cc-43c1-9e57-ababb9c11418\n", " 2016\n", - " Twins\n", - " Phillies\n", - " 168\n", + " Dodgers\n", + " Giants\n", + " 178\n", " \n", " \n", " 14\n", - " b4ba0d8d-3cee-4416-a328-17de07577dea\n", + " c0cf1376-1115-4a2f-b457-3f82bbc41a89\n", " 2016\n", - " Yankees\n", - " Mariners\n", - " 201\n", + " Tigers\n", + " White Sox\n", + " 193\n", " \n", " \n", " 15\n", - " 866bb365-541f-4a54-a797-8e4d9b1f2af5\n", + " 46463c50-0f5c-4dca-a661-dd194464e791\n", " 2016\n", - " Tigers\n", - " Royals\n", - " 177\n", + " Cardinals\n", + " Cubs\n", + " 160\n", " \n", " \n", " 16\n", - " 0c6cc3f2-41f4-4bec-bf13-083627634e4a\n", + " 392ad56d-972e-4f77-98e2-5f8577931cf8\n", " 2016\n", - " Mets\n", - " Nationals\n", - " 222\n", + " Giants\n", + " Cardinals\n", + " 169\n", " \n", " \n", " 17\n", - " 8e88e37f-90a4-4fb8-adec-3942736b2950\n", + " 307730fa-bbed-4221-b4e6-a2492f546fd5\n", " 2016\n", - " Mets\n", - " Reds\n", - " 178\n", + " Red Sox\n", + " Twins\n", + " 251\n", " \n", " \n", " 18\n", - " decfca6c-4f87-4129-8c62-2e12993f2089\n", + " 1cbc558f-7615-4fa9-bf97-7ccd62040d6f\n", " 2016\n", - " Rangers\n", - " Astros\n", - " 195\n", + " Mets\n", + " Braves\n", + " 151\n", " \n", " \n", " 19\n", - " 530ca8e9-dd8a-4c19-9ba2-1f25a2ea8818\n", + " 723348ba-1645-43fc-9e22-92994f7a63bd\n", " 2016\n", + " Athletics\n", " Twins\n", - " Braves\n", - " 143\n", + " 153\n", " \n", " \n", " 20\n", - " 6431c53c-d8cd-4c75-8670-8c2577090b01\n", + " ffbd6ecc-82e1-4e5d-9bd1-4ea210be5992\n", " 2016\n", - " Astros\n", - " Cardinals\n", - " 179\n", + " Twins\n", + " Marlins\n", + " 185\n", " \n", " \n", " 21\n", - " 064dacb7-e6a4-47fe-8185-db10285192da\n", + " f2747230-7df5-4535-a475-a1c823d0d654\n", " 2016\n", - " Astros\n", - " Athletics\n", - " 185\n", + " Twins\n", + " Yankees\n", + " 180\n", " \n", " \n", " 22\n", - " 9cd28c80-2ba9-44c7-a061-93f12518103b\n", + " db3b6f35-a7a4-430a-8703-2b2f25103e17\n", " 2016\n", - " Red Sox\n", - " Rangers\n", - " 201\n", + " White Sox\n", + " Orioles\n", + " 199\n", " \n", " \n", " 23\n", - " e96155d0-7ae8-4569-9dc5-038e4fe0a999\n", + " 5fc8c6f0-a70e-4d1b-877f-eb1ec8e6f636\n", " 2016\n", - " Nationals\n", " Diamondbacks\n", - " 115\n", + " Giants\n", + " 175\n", " \n", " \n", " 24\n", - " b500a645-1cb5-451c-91d1-03729056a784\n", + " 95d548b6-2da8-4644-812e-b277fec5b91f\n", " 2016\n", - " Nationals\n", - " Marlins\n", - " 183\n", + " Braves\n", + " Mets\n", + " 201\n", " \n", " \n", "\n", @@ -3825,65 +4133,65 @@ "[2431 rows x 5 columns in total]" ], "text/plain": [ - " gameId year homeTeam!@#$%col awayTeamName \\\n", - "0 7283fe5e-7b8b-4d3a-b729-476cda6e4c45 2016 Rockies Mets \n", - "1 4f086577-3575-4b8c-a7c9-e6a05d674367 2016 Phillies Dodgers \n", - "2 28cac4ff-bec0-4ae6-94f2-0dbc763afff2 2016 White Sox Braves \n", - "3 8606d487-9de5-436b-afaf-02773cf900f0 2016 Mets Twins \n", - "4 fabb7d45-7929-4f83-ae04-0e6c308eaf7b 2016 Pirates Brewers \n", - "5 d12c179f-f52e-401d-8453-58bfca1d0d4f 2016 Yankees Angels \n", - "6 62b6c3a3-4d0e-4c3a-b1fe-b0a6bcbbcbb1 2016 Diamondbacks Phillies \n", - "7 4119beed-2d02-4d80-bf73-7c4a5099de37 2016 Red Sox Athletics \n", - "8 32a3546f-dde0-428f-aee2-8983d72ea67e 2016 Red Sox Twins \n", - "9 9c736289-013b-4324-bf65-e764b35f921e 2016 Orioles Royals \n", - "10 1fc4aacb-55e0-4a44-9eeb-666dfc2811e4 2016 Diamondbacks Braves \n", - "11 017eea48-e435-49f9-96cf-2e7398da091a 2016 Cubs Pirates \n", - "12 b66b14b0-0779-4b47-8ef7-f7e1f5d01a29 2016 Orioles Mariners \n", - "13 702531f6-fb59-44cd-a240-14fcfeac3a06 2016 Twins Phillies \n", - "14 b4ba0d8d-3cee-4416-a328-17de07577dea 2016 Yankees Mariners \n", - "15 866bb365-541f-4a54-a797-8e4d9b1f2af5 2016 Tigers Royals \n", - "16 0c6cc3f2-41f4-4bec-bf13-083627634e4a 2016 Mets Nationals \n", - "17 8e88e37f-90a4-4fb8-adec-3942736b2950 2016 Mets Reds \n", - "18 decfca6c-4f87-4129-8c62-2e12993f2089 2016 Rangers Astros \n", - "19 530ca8e9-dd8a-4c19-9ba2-1f25a2ea8818 2016 Twins Braves \n", - "20 6431c53c-d8cd-4c75-8670-8c2577090b01 2016 Astros Cardinals \n", - "21 064dacb7-e6a4-47fe-8185-db10285192da 2016 Astros Athletics \n", - "22 9cd28c80-2ba9-44c7-a061-93f12518103b 2016 Red Sox Rangers \n", - "23 e96155d0-7ae8-4569-9dc5-038e4fe0a999 2016 Nationals Diamondbacks \n", - "24 b500a645-1cb5-451c-91d1-03729056a784 2016 Nationals Marlins \n", + " gameId year homeTeam!@#$%col awayTeamName \\\n", + "0 d60c6036-0ce1-4c90-8dd9-de3b403c92a8 2016 Nationals Brewers \n", + "1 af72a0b9-65f7-49fb-9b30-d505068bdf6d 2016 Reds Brewers \n", + "2 f57e1271-d217-400a-aea6-2e2d7d6a59a0 2016 Orioles Rays \n", + "3 198f4eed-a29f-41e2-8623-cb261e5ab370 2016 Rockies Giants \n", + "4 cb3ef033-dd57-41fd-b206-cdd3bc12c74f 2016 Twins Indians \n", + "5 4be9f735-a98e-4689-87ce-852cc3a1e79d 2016 Blue Jays Orioles \n", + "6 0b2de8c3-11d9-4f0f-a186-25b59f34a5d8 2016 Yankees Mets \n", + "7 60d80663-6ced-44aa-aad9-0f4bf8d3b4d2 2016 Red Sox Rays \n", + "8 7e1c2095-4fea-454c-8773-096ceb6fb05c 2016 Cardinals Pirates \n", + "9 f7f24ce3-7f9d-4e8a-986e-095db847c4c1 2016 Rays Twins \n", + "10 5c26e7fc-c99f-48b4-92c1-4a7208c8cfe9 2016 Rays Twins \n", + "11 6d2cab13-dd85-477a-8769-669069f85836 2016 Royals Rays \n", + "12 bca90342-7ddc-468e-b189-d43fad7528ec 2016 Astros Rays \n", + "13 630f4f78-03cc-43c1-9e57-ababb9c11418 2016 Dodgers Giants \n", + "14 c0cf1376-1115-4a2f-b457-3f82bbc41a89 2016 Tigers White Sox \n", + "15 46463c50-0f5c-4dca-a661-dd194464e791 2016 Cardinals Cubs \n", + "16 392ad56d-972e-4f77-98e2-5f8577931cf8 2016 Giants Cardinals \n", + "17 307730fa-bbed-4221-b4e6-a2492f546fd5 2016 Red Sox Twins \n", + "18 1cbc558f-7615-4fa9-bf97-7ccd62040d6f 2016 Mets Braves \n", + "19 723348ba-1645-43fc-9e22-92994f7a63bd 2016 Athletics Twins \n", + "20 ffbd6ecc-82e1-4e5d-9bd1-4ea210be5992 2016 Twins Marlins \n", + "21 f2747230-7df5-4535-a475-a1c823d0d654 2016 Twins Yankees \n", + "22 db3b6f35-a7a4-430a-8703-2b2f25103e17 2016 White Sox Orioles \n", + "23 5fc8c6f0-a70e-4d1b-877f-eb1ec8e6f636 2016 Diamondbacks Giants \n", + "24 95d548b6-2da8-4644-812e-b277fec5b91f 2016 Braves Mets \n", "\n", " duration_minutes \n", - "0 191 \n", - "1 174 \n", - "2 168 \n", - "3 255 \n", - "4 167 \n", - "5 178 \n", - "6 214 \n", - "7 187 \n", - "8 165 \n", - "9 157 \n", - "10 175 \n", - "11 175 \n", - "12 179 \n", - "13 168 \n", - "14 201 \n", - "15 177 \n", - "16 222 \n", - "17 178 \n", - "18 195 \n", - "19 143 \n", - "20 179 \n", - "21 185 \n", - "22 201 \n", - "23 115 \n", - "24 183 \n", + "0 167 \n", + "1 172 \n", + "2 166 \n", + "3 182 \n", + "4 204 \n", + "5 184 \n", + "6 182 \n", + "7 191 \n", + "8 201 \n", + "9 189 \n", + "10 177 \n", + "11 183 \n", + "12 194 \n", + "13 178 \n", + "14 193 \n", + "15 160 \n", + "16 169 \n", + "17 251 \n", + "18 151 \n", + "19 153 \n", + "20 185 \n", + "21 180 \n", + "22 199 \n", + "23 175 \n", + "24 201 \n", "...\n", "\n", "[2431 rows x 5 columns]" ] }, - "execution_count": 23, + "execution_count": 22, "metadata": {}, "output_type": "execute_result" } @@ -3894,14 +4202,26 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 23, "id": "e73704c9-7aa9-4f10-b414-3417c3ad9eb8", "metadata": {}, "outputs": [ { "data": { "text/html": [ - "Query job 59b398ab-cb25-4567-a366-5cc65a524048 is DONE. 213.3 kB processed. Open Job" + "Query job 63c2d27f-382c-4a43-8fc1-135d9fd66a54 is DONE. 0 Bytes processed. Open Job" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "Query job cc64185b-98e7-40d8-bf8e-2a3ea355ef67 is DONE. 0 Bytes processed. Open Job" ], "text/plain": [ "" @@ -3941,203 +4261,203 @@ " \n", " \n", " 0\n", - " 7283fe5e-7b8b-4d3a-b729-476cda6e4c45\n", + " d60c6036-0ce1-4c90-8dd9-de3b403c92a8\n", " 2016\n", - " Rockies\n", - " Mets\n", - " 191\n", + " Nationals\n", + " Brewers\n", + " 167\n", " \n", " \n", " 1\n", - " 4f086577-3575-4b8c-a7c9-e6a05d674367\n", + " af72a0b9-65f7-49fb-9b30-d505068bdf6d\n", " 2016\n", - " Phillies\n", - " Dodgers\n", - " 174\n", + " Reds\n", + " Brewers\n", + " 172\n", " \n", " \n", " 2\n", - " 28cac4ff-bec0-4ae6-94f2-0dbc763afff2\n", + " f57e1271-d217-400a-aea6-2e2d7d6a59a0\n", " 2016\n", - " White Sox\n", - " Braves\n", - " 168\n", + " Orioles\n", + " Rays\n", + " 166\n", " \n", " \n", " 3\n", - " 8606d487-9de5-436b-afaf-02773cf900f0\n", + " 198f4eed-a29f-41e2-8623-cb261e5ab370\n", " 2016\n", - " Mets\n", - " Twins\n", - " 255\n", + " Rockies\n", + " Giants\n", + " 182\n", " \n", " \n", " 4\n", - " fabb7d45-7929-4f83-ae04-0e6c308eaf7b\n", + " cb3ef033-dd57-41fd-b206-cdd3bc12c74f\n", " 2016\n", - " Pirates\n", - " Brewers\n", - " 167\n", + " Twins\n", + " Indians\n", + " 204\n", " \n", " \n", " 5\n", - " d12c179f-f52e-401d-8453-58bfca1d0d4f\n", + " 4be9f735-a98e-4689-87ce-852cc3a1e79d\n", " 2016\n", - " Yankees\n", - " Angels\n", - " 178\n", + " Blue Jays\n", + " Orioles\n", + " 184\n", " \n", " \n", " 6\n", - " 62b6c3a3-4d0e-4c3a-b1fe-b0a6bcbbcbb1\n", + " 0b2de8c3-11d9-4f0f-a186-25b59f34a5d8\n", " 2016\n", - " Diamondbacks\n", - " Phillies\n", - " 214\n", + " Yankees\n", + " Mets\n", + " 182\n", " \n", " \n", " 7\n", - " 4119beed-2d02-4d80-bf73-7c4a5099de37\n", + " 60d80663-6ced-44aa-aad9-0f4bf8d3b4d2\n", " 2016\n", " Red Sox\n", - " Athletics\n", - " 187\n", + " Rays\n", + " 191\n", " \n", " \n", " 8\n", - " 32a3546f-dde0-428f-aee2-8983d72ea67e\n", + " 7e1c2095-4fea-454c-8773-096ceb6fb05c\n", " 2016\n", - " Red Sox\n", - " Twins\n", - " 165\n", + " Cardinals\n", + " Pirates\n", + " 201\n", " \n", " \n", " 9\n", - " 9c736289-013b-4324-bf65-e764b35f921e\n", + " f7f24ce3-7f9d-4e8a-986e-095db847c4c1\n", " 2016\n", - " Orioles\n", - " Royals\n", - " 157\n", + " Rays\n", + " Twins\n", + " 189\n", " \n", " \n", " 10\n", - " 1fc4aacb-55e0-4a44-9eeb-666dfc2811e4\n", + " 5c26e7fc-c99f-48b4-92c1-4a7208c8cfe9\n", " 2016\n", - " Diamondbacks\n", - " Braves\n", - " 175\n", + " Rays\n", + " Twins\n", + " 177\n", " \n", " \n", " 11\n", - " 017eea48-e435-49f9-96cf-2e7398da091a\n", + " 6d2cab13-dd85-477a-8769-669069f85836\n", " 2016\n", - " Cubs\n", - " Pirates\n", - " 175\n", + " Royals\n", + " Rays\n", + " 183\n", " \n", " \n", " 12\n", - " b66b14b0-0779-4b47-8ef7-f7e1f5d01a29\n", + " bca90342-7ddc-468e-b189-d43fad7528ec\n", " 2016\n", - " Orioles\n", - " Mariners\n", - " 179\n", + " Astros\n", + " Rays\n", + " 194\n", " \n", " \n", " 13\n", - " 702531f6-fb59-44cd-a240-14fcfeac3a06\n", + " 630f4f78-03cc-43c1-9e57-ababb9c11418\n", " 2016\n", - " Twins\n", - " Phillies\n", - " 168\n", + " Dodgers\n", + " Giants\n", + " 178\n", " \n", " \n", " 14\n", - " b4ba0d8d-3cee-4416-a328-17de07577dea\n", + " c0cf1376-1115-4a2f-b457-3f82bbc41a89\n", " 2016\n", - " Yankees\n", - " Mariners\n", - " 201\n", + " Tigers\n", + " White Sox\n", + " 193\n", " \n", " \n", " 15\n", - " 866bb365-541f-4a54-a797-8e4d9b1f2af5\n", + " 46463c50-0f5c-4dca-a661-dd194464e791\n", " 2016\n", - " Tigers\n", - " Royals\n", - " 177\n", + " Cardinals\n", + " Cubs\n", + " 160\n", " \n", " \n", " 16\n", - " 0c6cc3f2-41f4-4bec-bf13-083627634e4a\n", + " 392ad56d-972e-4f77-98e2-5f8577931cf8\n", " 2016\n", - " Mets\n", - " Nationals\n", - " 222\n", + " Giants\n", + " Cardinals\n", + " 169\n", " \n", " \n", " 17\n", - " 8e88e37f-90a4-4fb8-adec-3942736b2950\n", + " 307730fa-bbed-4221-b4e6-a2492f546fd5\n", " 2016\n", - " Mets\n", - " Reds\n", - " 178\n", + " Red Sox\n", + " Twins\n", + " 251\n", " \n", " \n", " 18\n", - " decfca6c-4f87-4129-8c62-2e12993f2089\n", + " 1cbc558f-7615-4fa9-bf97-7ccd62040d6f\n", " 2016\n", - " Rangers\n", - " Astros\n", - " 195\n", + " Mets\n", + " Braves\n", + " 151\n", " \n", " \n", " 19\n", - " 530ca8e9-dd8a-4c19-9ba2-1f25a2ea8818\n", + " 723348ba-1645-43fc-9e22-92994f7a63bd\n", " 2016\n", + " Athletics\n", " Twins\n", - " Braves\n", - " 143\n", + " 153\n", " \n", " \n", " 20\n", - " 6431c53c-d8cd-4c75-8670-8c2577090b01\n", + " ffbd6ecc-82e1-4e5d-9bd1-4ea210be5992\n", " 2016\n", - " Astros\n", - " Cardinals\n", - " 179\n", + " Twins\n", + " Marlins\n", + " 185\n", " \n", " \n", " 21\n", - " 064dacb7-e6a4-47fe-8185-db10285192da\n", + " f2747230-7df5-4535-a475-a1c823d0d654\n", " 2016\n", - " Astros\n", - " Athletics\n", - " 185\n", + " Twins\n", + " Yankees\n", + " 180\n", " \n", " \n", " 22\n", - " 9cd28c80-2ba9-44c7-a061-93f12518103b\n", + " db3b6f35-a7a4-430a-8703-2b2f25103e17\n", " 2016\n", - " Red Sox\n", - " Rangers\n", - " 201\n", + " White Sox\n", + " Orioles\n", + " 199\n", " \n", " \n", " 23\n", - " e96155d0-7ae8-4569-9dc5-038e4fe0a999\n", + " 5fc8c6f0-a70e-4d1b-877f-eb1ec8e6f636\n", " 2016\n", - " Nationals\n", " Diamondbacks\n", - " 115\n", + " Giants\n", + " 175\n", " \n", " \n", " 24\n", - " b500a645-1cb5-451c-91d1-03729056a784\n", + " 95d548b6-2da8-4644-812e-b277fec5b91f\n", " 2016\n", - " Nationals\n", - " Marlins\n", - " 183\n", + " Braves\n", + " Mets\n", + " 201\n", " \n", " \n", "\n", @@ -4145,65 +4465,65 @@ "[2431 rows x 5 columns in total]" ], "text/plain": [ - " gameId year team team \\\n", - "0 7283fe5e-7b8b-4d3a-b729-476cda6e4c45 2016 Rockies Mets \n", - "1 4f086577-3575-4b8c-a7c9-e6a05d674367 2016 Phillies Dodgers \n", - "2 28cac4ff-bec0-4ae6-94f2-0dbc763afff2 2016 White Sox Braves \n", - "3 8606d487-9de5-436b-afaf-02773cf900f0 2016 Mets Twins \n", - "4 fabb7d45-7929-4f83-ae04-0e6c308eaf7b 2016 Pirates Brewers \n", - "5 d12c179f-f52e-401d-8453-58bfca1d0d4f 2016 Yankees Angels \n", - "6 62b6c3a3-4d0e-4c3a-b1fe-b0a6bcbbcbb1 2016 Diamondbacks Phillies \n", - "7 4119beed-2d02-4d80-bf73-7c4a5099de37 2016 Red Sox Athletics \n", - "8 32a3546f-dde0-428f-aee2-8983d72ea67e 2016 Red Sox Twins \n", - "9 9c736289-013b-4324-bf65-e764b35f921e 2016 Orioles Royals \n", - "10 1fc4aacb-55e0-4a44-9eeb-666dfc2811e4 2016 Diamondbacks Braves \n", - "11 017eea48-e435-49f9-96cf-2e7398da091a 2016 Cubs Pirates \n", - "12 b66b14b0-0779-4b47-8ef7-f7e1f5d01a29 2016 Orioles Mariners \n", - "13 702531f6-fb59-44cd-a240-14fcfeac3a06 2016 Twins Phillies \n", - "14 b4ba0d8d-3cee-4416-a328-17de07577dea 2016 Yankees Mariners \n", - "15 866bb365-541f-4a54-a797-8e4d9b1f2af5 2016 Tigers Royals \n", - "16 0c6cc3f2-41f4-4bec-bf13-083627634e4a 2016 Mets Nationals \n", - "17 8e88e37f-90a4-4fb8-adec-3942736b2950 2016 Mets Reds \n", - "18 decfca6c-4f87-4129-8c62-2e12993f2089 2016 Rangers Astros \n", - "19 530ca8e9-dd8a-4c19-9ba2-1f25a2ea8818 2016 Twins Braves \n", - "20 6431c53c-d8cd-4c75-8670-8c2577090b01 2016 Astros Cardinals \n", - "21 064dacb7-e6a4-47fe-8185-db10285192da 2016 Astros Athletics \n", - "22 9cd28c80-2ba9-44c7-a061-93f12518103b 2016 Red Sox Rangers \n", - "23 e96155d0-7ae8-4569-9dc5-038e4fe0a999 2016 Nationals Diamondbacks \n", - "24 b500a645-1cb5-451c-91d1-03729056a784 2016 Nationals Marlins \n", + " gameId year team team \\\n", + "0 d60c6036-0ce1-4c90-8dd9-de3b403c92a8 2016 Nationals Brewers \n", + "1 af72a0b9-65f7-49fb-9b30-d505068bdf6d 2016 Reds Brewers \n", + "2 f57e1271-d217-400a-aea6-2e2d7d6a59a0 2016 Orioles Rays \n", + "3 198f4eed-a29f-41e2-8623-cb261e5ab370 2016 Rockies Giants \n", + "4 cb3ef033-dd57-41fd-b206-cdd3bc12c74f 2016 Twins Indians \n", + "5 4be9f735-a98e-4689-87ce-852cc3a1e79d 2016 Blue Jays Orioles \n", + "6 0b2de8c3-11d9-4f0f-a186-25b59f34a5d8 2016 Yankees Mets \n", + "7 60d80663-6ced-44aa-aad9-0f4bf8d3b4d2 2016 Red Sox Rays \n", + "8 7e1c2095-4fea-454c-8773-096ceb6fb05c 2016 Cardinals Pirates \n", + "9 f7f24ce3-7f9d-4e8a-986e-095db847c4c1 2016 Rays Twins \n", + "10 5c26e7fc-c99f-48b4-92c1-4a7208c8cfe9 2016 Rays Twins \n", + "11 6d2cab13-dd85-477a-8769-669069f85836 2016 Royals Rays \n", + "12 bca90342-7ddc-468e-b189-d43fad7528ec 2016 Astros Rays \n", + "13 630f4f78-03cc-43c1-9e57-ababb9c11418 2016 Dodgers Giants \n", + "14 c0cf1376-1115-4a2f-b457-3f82bbc41a89 2016 Tigers White Sox \n", + "15 46463c50-0f5c-4dca-a661-dd194464e791 2016 Cardinals Cubs \n", + "16 392ad56d-972e-4f77-98e2-5f8577931cf8 2016 Giants Cardinals \n", + "17 307730fa-bbed-4221-b4e6-a2492f546fd5 2016 Red Sox Twins \n", + "18 1cbc558f-7615-4fa9-bf97-7ccd62040d6f 2016 Mets Braves \n", + "19 723348ba-1645-43fc-9e22-92994f7a63bd 2016 Athletics Twins \n", + "20 ffbd6ecc-82e1-4e5d-9bd1-4ea210be5992 2016 Twins Marlins \n", + "21 f2747230-7df5-4535-a475-a1c823d0d654 2016 Twins Yankees \n", + "22 db3b6f35-a7a4-430a-8703-2b2f25103e17 2016 White Sox Orioles \n", + "23 5fc8c6f0-a70e-4d1b-877f-eb1ec8e6f636 2016 Diamondbacks Giants \n", + "24 95d548b6-2da8-4644-812e-b277fec5b91f 2016 Braves Mets \n", "\n", " duration_minutes \n", - "0 191 \n", - "1 174 \n", - "2 168 \n", - "3 255 \n", - "4 167 \n", - "5 178 \n", - "6 214 \n", - "7 187 \n", - "8 165 \n", - "9 157 \n", - "10 175 \n", - "11 175 \n", - "12 179 \n", - "13 168 \n", - "14 201 \n", - "15 177 \n", - "16 222 \n", - "17 178 \n", - "18 195 \n", - "19 143 \n", - "20 179 \n", - "21 185 \n", - "22 201 \n", - "23 115 \n", - "24 183 \n", + "0 167 \n", + "1 172 \n", + "2 166 \n", + "3 182 \n", + "4 204 \n", + "5 184 \n", + "6 182 \n", + "7 191 \n", + "8 201 \n", + "9 189 \n", + "10 177 \n", + "11 183 \n", + "12 194 \n", + "13 178 \n", + "14 193 \n", + "15 160 \n", + "16 169 \n", + "17 251 \n", + "18 151 \n", + "19 153 \n", + "20 185 \n", + "21 180 \n", + "22 199 \n", + "23 175 \n", + "24 201 \n", "...\n", "\n", "[2431 rows x 5 columns]" ] }, - "execution_count": 24, + "execution_count": 23, "metadata": {}, "output_type": "execute_result" } @@ -4215,14 +4535,26 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 24, "id": "1a80f6f8-a172-4d7d-a2f5-e10871da7224", "metadata": {}, "outputs": [ { "data": { "text/html": [ - "Query job a9c6db5a-77db-4973-a517-895fbd3b64fe is DONE. 82.0 kB processed. Open Job" + "Query job 089a657b-e651-4b17-a4ce-4d7be682a49c is DONE. 0 Bytes processed. Open Job" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "Query job 740ad61e-cf14-41f1-ae4e-23d1fb8ed155 is DONE. 82.0 kB processed. Open Job" ], "text/plain": [ "" @@ -4259,128 +4591,128 @@ " \n", " \n", " 0\n", - " Rockies\n", - " Mets\n", + " Nationals\n", + " Brewers\n", " \n", " \n", " 1\n", - " Phillies\n", - " Dodgers\n", + " Reds\n", + " Brewers\n", " \n", " \n", " 2\n", - " White Sox\n", - " Braves\n", + " Orioles\n", + " Rays\n", " \n", " \n", " 3\n", - " Mets\n", - " Twins\n", + " Rockies\n", + " Giants\n", " \n", " \n", " 4\n", - " Pirates\n", - " Brewers\n", + " Twins\n", + " Indians\n", " \n", " \n", " 5\n", - " Yankees\n", - " Angels\n", + " Blue Jays\n", + " Orioles\n", " \n", " \n", " 6\n", - " Diamondbacks\n", - " Phillies\n", + " Yankees\n", + " Mets\n", " \n", " \n", " 7\n", " Red Sox\n", - " Athletics\n", + " Rays\n", " \n", " \n", " 8\n", - " Red Sox\n", - " Twins\n", + " Cardinals\n", + " Pirates\n", " \n", " \n", " 9\n", - " Orioles\n", - " Royals\n", + " Rays\n", + " Twins\n", " \n", " \n", " 10\n", - " Diamondbacks\n", - " Braves\n", + " Rays\n", + " Twins\n", " \n", " \n", " 11\n", - " Cubs\n", - " Pirates\n", + " Royals\n", + " Rays\n", " \n", " \n", " 12\n", - " Orioles\n", - " Mariners\n", + " Astros\n", + " Rays\n", " \n", " \n", " 13\n", - " Twins\n", - " Phillies\n", + " Dodgers\n", + " Giants\n", " \n", " \n", " 14\n", - " Yankees\n", - " Mariners\n", + " Tigers\n", + " White Sox\n", " \n", " \n", " 15\n", - " Tigers\n", - " Royals\n", + " Cardinals\n", + " Cubs\n", " \n", " \n", " 16\n", - " Mets\n", - " Nationals\n", + " Giants\n", + " Cardinals\n", " \n", " \n", " 17\n", - " Mets\n", - " Reds\n", + " Red Sox\n", + " Twins\n", " \n", " \n", " 18\n", - " Rangers\n", - " Astros\n", + " Mets\n", + " Braves\n", " \n", " \n", " 19\n", + " Athletics\n", " Twins\n", - " Braves\n", " \n", " \n", " 20\n", - " Astros\n", - " Cardinals\n", + " Twins\n", + " Marlins\n", " \n", " \n", " 21\n", - " Astros\n", - " Athletics\n", + " Twins\n", + " Yankees\n", " \n", " \n", " 22\n", - " Red Sox\n", - " Rangers\n", + " White Sox\n", + " Orioles\n", " \n", " \n", " 23\n", - " Nationals\n", " Diamondbacks\n", + " Giants\n", " \n", " \n", " 24\n", - " Nationals\n", - " Marlins\n", + " Braves\n", + " Mets\n", " \n", " \n", "\n", @@ -4388,38 +4720,38 @@ "[2431 rows x 2 columns in total]" ], "text/plain": [ - " team team\n", - "0 Rockies Mets\n", - "1 Phillies Dodgers\n", - "2 White Sox Braves\n", - "3 Mets Twins\n", - "4 Pirates Brewers\n", - "5 Yankees Angels\n", - "6 Diamondbacks Phillies\n", - "7 Red Sox Athletics\n", - "8 Red Sox Twins\n", - "9 Orioles Royals\n", - "10 Diamondbacks Braves\n", - "11 Cubs Pirates\n", - "12 Orioles Mariners\n", - "13 Twins Phillies\n", - "14 Yankees Mariners\n", - "15 Tigers Royals\n", - "16 Mets Nationals\n", - "17 Mets Reds\n", - "18 Rangers Astros\n", - "19 Twins Braves\n", - "20 Astros Cardinals\n", - "21 Astros Athletics\n", - "22 Red Sox Rangers\n", - "23 Nationals Diamondbacks\n", - "24 Nationals Marlins\n", + " team team\n", + "0 Nationals Brewers\n", + "1 Reds Brewers\n", + "2 Orioles Rays\n", + "3 Rockies Giants\n", + "4 Twins Indians\n", + "5 Blue Jays Orioles\n", + "6 Yankees Mets\n", + "7 Red Sox Rays\n", + "8 Cardinals Pirates\n", + "9 Rays Twins\n", + "10 Rays Twins\n", + "11 Royals Rays\n", + "12 Astros Rays\n", + "13 Dodgers Giants\n", + "14 Tigers White Sox\n", + "15 Cardinals Cubs\n", + "16 Giants Cardinals\n", + "17 Red Sox Twins\n", + "18 Mets Braves\n", + "19 Athletics Twins\n", + "20 Twins Marlins\n", + "21 Twins Yankees\n", + "22 White Sox Orioles\n", + "23 Diamondbacks Giants\n", + "24 Braves Mets\n", "...\n", "\n", "[2431 rows x 2 columns]" ] }, - "execution_count": 25, + "execution_count": 24, "metadata": {}, "output_type": "execute_result" } @@ -4439,14 +4771,26 @@ }, { "cell_type": "code", - "execution_count": 26, + "execution_count": 25, "id": "2414a095-37df-4755-b86c-2031a6cb9d4a", "metadata": {}, "outputs": [ { "data": { "text/html": [ - "Query job c1af6b45-e8ad-489a-ac41-2f72fe76d716 is DONE. 77.8 kB processed. Open Job" + "Query job d3b3cd83-d9cf-4c5b-9015-e3979e0857f3 is DONE. 0 Bytes processed. Open Job" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "Query job e4d99a58-738d-42af-863e-d1262a32c93c is DONE. 77.8 kB processed. Open Job" ], "text/plain": [ "" @@ -4484,127 +4828,127 @@ " \n", " 0\n", " 2016\n", - " 191\n", + " 167\n", " \n", " \n", " 1\n", " 2016\n", - " 174\n", + " 172\n", " \n", " \n", " 2\n", " 2016\n", - " 168\n", + " 166\n", " \n", " \n", " 3\n", " 2016\n", - " 255\n", + " 182\n", " \n", " \n", " 4\n", " 2016\n", - " 167\n", + " 204\n", " \n", " \n", " 5\n", " 2016\n", - " 178\n", + " 184\n", " \n", " \n", " 6\n", " 2016\n", - " 214\n", + " 182\n", " \n", " \n", " 7\n", " 2016\n", - " 187\n", + " 191\n", " \n", " \n", " 8\n", " 2016\n", - " 165\n", + " 201\n", " \n", " \n", " 9\n", " 2016\n", - " 157\n", + " 189\n", " \n", " \n", " 10\n", " 2016\n", - " 175\n", + " 177\n", " \n", " \n", " 11\n", " 2016\n", - " 175\n", + " 183\n", " \n", " \n", " 12\n", " 2016\n", - " 179\n", + " 194\n", " \n", " \n", " 13\n", " 2016\n", - " 168\n", + " 178\n", " \n", " \n", " 14\n", " 2016\n", - " 201\n", + " 193\n", " \n", " \n", " 15\n", " 2016\n", - " 177\n", + " 160\n", " \n", " \n", " 16\n", " 2016\n", - " 222\n", + " 169\n", " \n", " \n", " 17\n", " 2016\n", - " 178\n", + " 251\n", " \n", " \n", " 18\n", " 2016\n", - " 195\n", + " 151\n", " \n", " \n", " 19\n", " 2016\n", - " 143\n", + " 153\n", " \n", " \n", " 20\n", " 2016\n", - " 179\n", + " 185\n", " \n", " \n", " 21\n", " 2016\n", - " 185\n", + " 180\n", " \n", " \n", " 22\n", " 2016\n", - " 201\n", + " 199\n", " \n", " \n", " 23\n", " 2016\n", - " 115\n", + " 175\n", " \n", " \n", " 24\n", " 2016\n", - " 183\n", + " 201\n", " \n", " \n", "\n", @@ -4613,37 +4957,37 @@ ], "text/plain": [ " year duration_minutes\n", - "0 2016 191\n", - "1 2016 174\n", - "2 2016 168\n", - "3 2016 255\n", - "4 2016 167\n", - "5 2016 178\n", - "6 2016 214\n", - "7 2016 187\n", - "8 2016 165\n", - "9 2016 157\n", - "10 2016 175\n", - "11 2016 175\n", - "12 2016 179\n", - "13 2016 168\n", - "14 2016 201\n", - "15 2016 177\n", - "16 2016 222\n", - "17 2016 178\n", - "18 2016 195\n", - "19 2016 143\n", - "20 2016 179\n", - "21 2016 185\n", - "22 2016 201\n", - "23 2016 115\n", - "24 2016 183\n", + "0 2016 167\n", + "1 2016 172\n", + "2 2016 166\n", + "3 2016 182\n", + "4 2016 204\n", + "5 2016 184\n", + "6 2016 182\n", + "7 2016 191\n", + "8 2016 201\n", + "9 2016 189\n", + "10 2016 177\n", + "11 2016 183\n", + "12 2016 194\n", + "13 2016 178\n", + "14 2016 193\n", + "15 2016 160\n", + "16 2016 169\n", + "17 2016 251\n", + "18 2016 151\n", + "19 2016 153\n", + "20 2016 185\n", + "21 2016 180\n", + "22 2016 199\n", + "23 2016 175\n", + "24 2016 201\n", "...\n", "\n", "[2431 rows x 2 columns]" ] }, - "execution_count": 26, + "execution_count": 25, "metadata": {}, "output_type": "execute_result" } @@ -4655,14 +4999,26 @@ }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 26, "id": "7d437c7c-ae74-4f0d-a4f8-10a133f4b61e", "metadata": {}, "outputs": [ { "data": { "text/html": [ - "Query job 42cf12ef-c81e-4289-a68d-2d32fae1d6dd is DONE. 77.8 kB processed. Open Job" + "Query job e5c2b908-c539-4349-8368-50e61d8e19cd is DONE. 0 Bytes processed. Open Job" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "Query job c5a563d2-9780-4c51-996b-bf0242b96e39 is DONE. 77.8 kB processed. Open Job" ], "text/plain": [ "" @@ -4700,127 +5056,127 @@ " \n", " 0\n", " 2017\n", - " 192\n", + " 168\n", " \n", " \n", " 1\n", " 2017\n", - " 175\n", + " 173\n", " \n", " \n", " 2\n", " 2017\n", - " 169\n", + " 167\n", " \n", " \n", " 3\n", " 2017\n", - " 256\n", + " 183\n", " \n", " \n", " 4\n", " 2017\n", - " 168\n", + " 205\n", " \n", " \n", " 5\n", " 2017\n", - " 179\n", + " 185\n", " \n", " \n", " 6\n", " 2017\n", - " 215\n", + " 183\n", " \n", " \n", " 7\n", " 2017\n", - " 188\n", + " 192\n", " \n", " \n", " 8\n", " 2017\n", - " 166\n", + " 202\n", " \n", " \n", " 9\n", " 2017\n", - " 158\n", + " 190\n", " \n", " \n", " 10\n", " 2017\n", - " 176\n", + " 178\n", " \n", " \n", " 11\n", " 2017\n", - " 176\n", + " 184\n", " \n", " \n", " 12\n", " 2017\n", - " 180\n", + " 195\n", " \n", " \n", " 13\n", " 2017\n", - " 169\n", + " 179\n", " \n", " \n", " 14\n", " 2017\n", - " 202\n", + " 194\n", " \n", " \n", " 15\n", " 2017\n", - " 178\n", + " 161\n", " \n", " \n", " 16\n", " 2017\n", - " 223\n", + " 170\n", " \n", " \n", " 17\n", " 2017\n", - " 179\n", + " 252\n", " \n", " \n", " 18\n", " 2017\n", - " 196\n", + " 152\n", " \n", " \n", " 19\n", " 2017\n", - " 144\n", + " 154\n", " \n", " \n", " 20\n", " 2017\n", - " 180\n", + " 186\n", " \n", " \n", " 21\n", " 2017\n", - " 186\n", + " 181\n", " \n", " \n", " 22\n", " 2017\n", - " 202\n", + " 200\n", " \n", " \n", " 23\n", " 2017\n", - " 116\n", + " 176\n", " \n", " \n", " 24\n", " 2017\n", - " 184\n", + " 202\n", " \n", " \n", "\n", @@ -4829,37 +5185,37 @@ ], "text/plain": [ " year duration_minutes\n", - "0 2017 192\n", - "1 2017 175\n", - "2 2017 169\n", - "3 2017 256\n", - "4 2017 168\n", - "5 2017 179\n", - "6 2017 215\n", - "7 2017 188\n", - "8 2017 166\n", - "9 2017 158\n", - "10 2017 176\n", - "11 2017 176\n", - "12 2017 180\n", - "13 2017 169\n", - "14 2017 202\n", - "15 2017 178\n", - "16 2017 223\n", - "17 2017 179\n", - "18 2017 196\n", - "19 2017 144\n", - "20 2017 180\n", - "21 2017 186\n", - "22 2017 202\n", - "23 2017 116\n", - "24 2017 184\n", + "0 2017 168\n", + "1 2017 173\n", + "2 2017 167\n", + "3 2017 183\n", + "4 2017 205\n", + "5 2017 185\n", + "6 2017 183\n", + "7 2017 192\n", + "8 2017 202\n", + "9 2017 190\n", + "10 2017 178\n", + "11 2017 184\n", + "12 2017 195\n", + "13 2017 179\n", + "14 2017 194\n", + "15 2017 161\n", + "16 2017 170\n", + "17 2017 252\n", + "18 2017 152\n", + "19 2017 154\n", + "20 2017 186\n", + "21 2017 181\n", + "22 2017 200\n", + "23 2017 176\n", + "24 2017 202\n", "...\n", "\n", "[2431 rows x 2 columns]" ] }, - "execution_count": 27, + "execution_count": 26, "metadata": {}, "output_type": "execute_result" } @@ -4878,10 +5234,22 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 27, "id": "ab429fa5", "metadata": {}, "outputs": [ + { + "data": { + "text/html": [ + "Query job b6495f3d-619c-429e-8904-5cdc4957d09f is DONE. 77.8 kB processed. Open Job" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, { "data": { "text/html": [ @@ -4911,27 +5279,27 @@ " \n", " 0\n", " 2016\n", - " 191\n", + " 167\n", " \n", " \n", " 1\n", " 2016\n", - " 174\n", + " 172\n", " \n", " \n", " 2\n", " 2016\n", - " 168\n", + " 166\n", " \n", " \n", " 3\n", " 2016\n", - " 255\n", + " 182\n", " \n", " \n", " 4\n", " 2016\n", - " 167\n", + " 204\n", " \n", " \n", " ...\n", @@ -4941,27 +5309,27 @@ " \n", " 2426\n", " 2016\n", - " 238\n", + " 199\n", " \n", " \n", " 2427\n", " 2016\n", - " 205\n", + " 181\n", " \n", " \n", " 2428\n", " 2016\n", - " 233\n", + " 205\n", " \n", " \n", " 2429\n", " 2016\n", - " 172\n", + " 203\n", " \n", " \n", " 2430\n", " 2016\n", - " 174\n", + " 182\n", " \n", " \n", "\n", @@ -4970,22 +5338,22 @@ ], "text/plain": [ " year duration_minutes\n", - "0 2016 191\n", - "1 2016 174\n", - "2 2016 168\n", - "3 2016 255\n", - "4 2016 167\n", + "0 2016 167\n", + "1 2016 172\n", + "2 2016 166\n", + "3 2016 182\n", + "4 2016 204\n", "... ... ...\n", - "2426 2016 238\n", - "2427 2016 205\n", - "2428 2016 233\n", - "2429 2016 172\n", - "2430 2016 174\n", + "2426 2016 199\n", + "2427 2016 181\n", + "2428 2016 205\n", + "2429 2016 203\n", + "2430 2016 182\n", "\n", "[2431 rows x 2 columns]" ] }, - "execution_count": 28, + "execution_count": 27, "metadata": {}, "output_type": "execute_result" } @@ -5012,7 +5380,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.14" + "version": "3.11.1" } }, "nbformat": 4,