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The dataset generation failed because of a cast error
Error code: DatasetGenerationCastError
Exception: DatasetGenerationCastError
Message: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 5 new columns ({'consistency', 'output_end', 'input_end', 'input_start', 'output_start'}) and 1 missing columns ({'metrics'}).
This happened while the csv dataset builder was generating data using
hf://datasets/lz245/MoME/MoME/processed/TimeMMD/Environment/train/Environment_train.csv (at revision 22c3d4055b22bed5806173424359e636bff6712c), [/tmp/hf-datasets-cache/medium/datasets/42283714704792-config-parquet-and-info-lz245-MoME-3b63799d/hub/datasets--lz245--MoME/snapshots/22c3d4055b22bed5806173424359e636bff6712c/MoME/processed/TimeMMD/Energy/train/Energy_train.csv (origin=hf://datasets/lz245/MoME@22c3d4055b22bed5806173424359e636bff6712c/MoME/processed/TimeMMD/Energy/train/Energy_train.csv), /tmp/hf-datasets-cache/medium/datasets/42283714704792-config-parquet-and-info-lz245-MoME-3b63799d/hub/datasets--lz245--MoME/snapshots/22c3d4055b22bed5806173424359e636bff6712c/MoME/processed/TimeMMD/Environment/train/Environment_train.csv (origin=hf://datasets/lz245/MoME@22c3d4055b22bed5806173424359e636bff6712c/MoME/processed/TimeMMD/Environment/train/Environment_train.csv), /tmp/hf-datasets-cache/medium/datasets/42283714704792-config-parquet-and-info-lz245-MoME-3b63799d/hub/datasets--lz245--MoME/snapshots/22c3d4055b22bed5806173424359e636bff6712c/MoME/processed/TimeMMD/HealthAFR/train/HealthAFR_train.csv (origin=hf://datasets/lz245/MoME@22c3d4055b22bed5806173424359e636bff6712c/MoME/processed/TimeMMD/HealthAFR/train/HealthAFR_train.csv), /tmp/hf-datasets-cache/medium/datasets/42283714704792-config-parquet-and-info-lz245-MoME-3b63799d/hub/datasets--lz245--MoME/snapshots/22c3d4055b22bed5806173424359e636bff6712c/MoME/processed/TimeMMD/HealthUS/train/HealthUS_train.csv (origin=hf://datasets/lz245/MoME@22c3d4055b22bed5806173424359e636bff6712c/MoME/processed/TimeMMD/HealthUS/train/HealthUS_train.csv), /tmp/hf-datasets-cache/medium/datasets/42283714704792-config-parquet-and-info-lz245-MoME-3b63799d/hub/datasets--lz245--MoME/snapshots/22c3d4055b22bed5806173424359e636bff6712c/MoME/processed/TimeMMD/SocialGood/train/SocialGood_train.csv (origin=hf://datasets/lz245/MoME@22c3d4055b22bed5806173424359e636bff6712c/MoME/processed/TimeMMD/SocialGood/train/SocialGood_train.csv)]
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback: Traceback (most recent call last):
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1887, in _prepare_split_single
writer.write_table(table)
File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 674, in write_table
pa_table = table_cast(pa_table, self._schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2272, in table_cast
return cast_table_to_schema(table, schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2218, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
input_start: string
input_end: string
output_start: string
output_end: string
input_seq: string
output_seq: string
text: string
consistency: int64
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1211
to
{'input_seq': Value('string'), 'output_seq': Value('string'), 'text': Value('string'), 'metrics': Value('string')}
because column names don't match
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1333, in compute_config_parquet_and_info_response
parquet_operations = convert_to_parquet(builder)
^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 966, in convert_to_parquet
builder.download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 884, in download_and_prepare
self._download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 947, in _download_and_prepare
self._prepare_split(split_generator, **prepare_split_kwargs)
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1736, in _prepare_split
for job_id, done, content in self._prepare_split_single(
^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1889, in _prepare_split_single
raise DatasetGenerationCastError.from_cast_error(
datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 5 new columns ({'consistency', 'output_end', 'input_end', 'input_start', 'output_start'}) and 1 missing columns ({'metrics'}).
This happened while the csv dataset builder was generating data using
hf://datasets/lz245/MoME/MoME/processed/TimeMMD/Environment/train/Environment_train.csv (at revision 22c3d4055b22bed5806173424359e636bff6712c), [/tmp/hf-datasets-cache/medium/datasets/42283714704792-config-parquet-and-info-lz245-MoME-3b63799d/hub/datasets--lz245--MoME/snapshots/22c3d4055b22bed5806173424359e636bff6712c/MoME/processed/TimeMMD/Energy/train/Energy_train.csv (origin=hf://datasets/lz245/MoME@22c3d4055b22bed5806173424359e636bff6712c/MoME/processed/TimeMMD/Energy/train/Energy_train.csv), /tmp/hf-datasets-cache/medium/datasets/42283714704792-config-parquet-and-info-lz245-MoME-3b63799d/hub/datasets--lz245--MoME/snapshots/22c3d4055b22bed5806173424359e636bff6712c/MoME/processed/TimeMMD/Environment/train/Environment_train.csv (origin=hf://datasets/lz245/MoME@22c3d4055b22bed5806173424359e636bff6712c/MoME/processed/TimeMMD/Environment/train/Environment_train.csv), /tmp/hf-datasets-cache/medium/datasets/42283714704792-config-parquet-and-info-lz245-MoME-3b63799d/hub/datasets--lz245--MoME/snapshots/22c3d4055b22bed5806173424359e636bff6712c/MoME/processed/TimeMMD/HealthAFR/train/HealthAFR_train.csv (origin=hf://datasets/lz245/MoME@22c3d4055b22bed5806173424359e636bff6712c/MoME/processed/TimeMMD/HealthAFR/train/HealthAFR_train.csv), /tmp/hf-datasets-cache/medium/datasets/42283714704792-config-parquet-and-info-lz245-MoME-3b63799d/hub/datasets--lz245--MoME/snapshots/22c3d4055b22bed5806173424359e636bff6712c/MoME/processed/TimeMMD/HealthUS/train/HealthUS_train.csv (origin=hf://datasets/lz245/MoME@22c3d4055b22bed5806173424359e636bff6712c/MoME/processed/TimeMMD/HealthUS/train/HealthUS_train.csv), /tmp/hf-datasets-cache/medium/datasets/42283714704792-config-parquet-and-info-lz245-MoME-3b63799d/hub/datasets--lz245--MoME/snapshots/22c3d4055b22bed5806173424359e636bff6712c/MoME/processed/TimeMMD/SocialGood/train/SocialGood_train.csv (origin=hf://datasets/lz245/MoME@22c3d4055b22bed5806173424359e636bff6712c/MoME/processed/TimeMMD/SocialGood/train/SocialGood_train.csv)]
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
input_seq string | output_seq string | text string | metrics string |
|---|---|---|---|
[1.129, 1.139, 1.145, 1.138, 1.133, 1.13, 1.126, 1.133, 1.153, 1.17, 1.171, 1.181, 1.21, 1.223] | [1.248, 1.287, 1.301] | Over the past fourteen weeks, gasoline retail prices have exhibited a pronounced upward trajectory. This sustained increase has been primarily driven by higher crude oil benchmarks, which have been pressured by production adjustments from major exporting nations. Concurrently, refinery operations have faced headwinds, ... | {'past': {'direction': 'rising', 'severity': 'pronounced', 'slope_z': 2.6894236485706253}, 'fluctuation': {'volatility_level': 'medium', 'smoothness': 'mixed', 'vol_z': np.float64(0.5518326493301177), 'r2': np.float64(0.6954807271372192), 'diff_z': np.float64(0.3390492333996529)}, 'near_term': {'direction': 'rising', '... |
[1.145, 1.138, 1.133, 1.13, 1.126, 1.133, 1.153, 1.17, 1.171, 1.181, 1.21, 1.223, 1.248, 1.287] | [1.301, 1.318, 1.321] | Over the past fourteen weeks, gasoline retail prices have experienced a pronounced upward trend. This sustained increase has been primarily driven by a significant and steady rise in global crude oil benchmarks. Concurrently, refinery operations have faced challenges, with output periodically constrained by both planne... | {'past': {'direction': 'rising', 'severity': 'pronounced', 'slope_z': 2.879329211164742}, 'fluctuation': {'volatility_level': 'low', 'smoothness': 'mixed', 'vol_z': np.float64(0.45036985797344337), 'r2': np.float64(0.797166991026822), 'diff_z': np.float64(0.28877633135409764)}, 'near_term': {'direction': 'rising', 'sev... |
[1.133, 1.13, 1.126, 1.133, 1.153, 1.17, 1.171, 1.181, 1.21, 1.223, 1.248, 1.287, 1.301, 1.318] | [1.321, 1.323, 1.33] | Over the past fourteen weeks, gasoline retail prices have experienced a pronounced upward trend. This sustained increase has been primarily driven by higher crude oil benchmark costs and strong consumer demand. Refinery operations have faced intermittent pressures, contributing to the firming market. Concurrently, gaso... | {'past': {'direction': 'rising', 'severity': 'pronounced', 'slope_z': 3.040080341222228}, 'fluctuation': {'volatility_level': 'low', 'smoothness': 'smooth', 'vol_z': np.float64(0.2599982733368198), 'r2': np.float64(0.929308975378497), 'diff_z': np.float64(0.23202015753467167)}, 'near_term': {'direction': 'steady', 'sev... |
[1.126, 1.133, 1.153, 1.17, 1.171, 1.181, 1.21, 1.223, 1.248, 1.287, 1.301, 1.318, 1.321, 1.323] | [1.33, 1.321, 1.315] | Over the past fourteen weeks, gasoline retail prices have exhibited a pronounced upward trajectory. This sustained increase has been primarily driven by a confluence of market factors. Global crude benchmarks have experienced significant gains, while refinery operations have been constrained by both planned seasonal ma... | {'past': {'direction': 'rising', 'severity': 'pronounced', 'slope_z': 2.2506994425803426}, 'fluctuation': {'volatility_level': 'low', 'smoothness': 'smooth', 'vol_z': np.float64(0.11636415742835676), 'r2': np.float64(0.9729524212376139), 'diff_z': np.float64(0.15255416718203416)}, 'near_term': {'direction': 'steady', '... |
[1.153, 1.17, 1.171, 1.181, 1.21, 1.223, 1.248, 1.287, 1.301, 1.318, 1.321, 1.323, 1.33, 1.321] | [1.315, 1.307, 1.302] | Over the past fourteen weeks, gasoline retail prices have experienced a pronounced upward trend. This sustained increase has been primarily driven by a significant and persistent rally in global crude oil benchmarks, which has elevated input costs for refineries. Concurrently, refinery operations in key regions have fa... | {'past': {'direction': 'rising', 'severity': 'pronounced', 'slope_z': 2.512323379303599}, 'fluctuation': {'volatility_level': 'low', 'smoothness': 'smooth', 'vol_z': np.float64(0.20505303374021167), 'r2': np.float64(0.9352077928212024), 'diff_z': np.float64(0.17707167432758567)}, 'near_term': {'direction': 'steady', 's... |
[1.171, 1.181, 1.21, 1.223, 1.248, 1.287, 1.301, 1.318, 1.321, 1.323, 1.33, 1.321, 1.315, 1.307] | [1.302, 1.289, 1.279] | Over the past fourteen weeks, gasoline retail prices have experienced a pronounced upward trend. This sustained increase has been primarily driven by a significant and sustained rally in key global crude oil benchmarks. Concurrently, refinery operations have faced challenges, with output levels impacted by both planned... | {'past': {'direction': 'rising', 'severity': 'pronounced', 'slope_z': 2.8551949097738483}, 'fluctuation': {'volatility_level': 'low', 'smoothness': 'mixed', 'vol_z': np.float64(0.46490921640903704), 'r2': np.float64(0.7838594204951845), 'diff_z': np.float64(0.255114060136629)}, 'near_term': {'direction': 'steady', 'sev... |
[1.21, 1.223, 1.248, 1.287, 1.301, 1.318, 1.321, 1.323, 1.33, 1.321, 1.315, 1.307, 1.302, 1.289] | [1.279, 1.276, 1.273] | Over the past fourteen weeks, gasoline retail prices have experienced a pronounced upward trend. This sustained increase has been primarily driven by a combination of factors, including rising crude oil benchmarks and strong consumer demand. Refinery operations have faced intermittent challenges, contributing to a chop... | {'past': {'direction': 'rising', 'severity': 'pronounced', 'slope_z': 2.1329646637954327}, 'fluctuation': {'volatility_level': 'medium', 'smoothness': 'choppy', 'vol_z': np.float64(0.7500295982901319), 'r2': np.float64(0.4374556016876987), 'diff_z': np.float64(0.33486350766132744)}, 'near_term': {'direction': 'steady',... |
[1.248, 1.287, 1.301, 1.318, 1.321, 1.323, 1.33, 1.321, 1.315, 1.307, 1.302, 1.289, 1.279, 1.276] | [1.273, 1.272, 1.263] | Over the past fourteen weeks, gasoline prices have exhibited a generally steady trend, characterized by mild, choppy fluctuations. This market behavior has been primarily driven by balanced global crude benchmarks and stable domestic refinery operations. Inventory levels have remained adequate, providing a consistent s... | {'past': {'direction': 'steady', 'severity': 'mild', 'slope_z': -0.05489362024952784}, 'fluctuation': {'volatility_level': 'medium', 'smoothness': 'choppy', 'vol_z': np.float64(0.9076393307976518), 'r2': np.float64(0.000351585741713345), 'diff_z': np.float64(0.4276491528441374)}, 'near_term': {'direction': 'steady', 's... |
[1.301, 1.318, 1.321, 1.323, 1.33, 1.321, 1.315, 1.307, 1.302, 1.289, 1.279, 1.276, 1.273, 1.272] | [1.263, 1.253, 1.248] | Over the past fourteen weeks, gasoline retail prices have experienced a pronounced decline. This downward trajectory has been primarily driven by lower crude oil benchmarks, as global supply has remained robust. Concurrently, refinery operations have generally been stable, contributing to adequate fuel inventories. Con... | {'past': {'direction': 'falling', 'severity': 'pronounced', 'slope_z': -2.1665460758058264}, 'fluctuation': {'volatility_level': 'low', 'smoothness': 'mixed', 'vol_z': np.float64(0.45462113911787616), 'r2': np.float64(0.6859051600554991), 'diff_z': np.float64(0.2735696786576471)}, 'near_term': {'direction': 'steady', '... |
[1.321, 1.323, 1.33, 1.321, 1.315, 1.307, 1.302, 1.289, 1.279, 1.276, 1.273, 1.272, 1.263, 1.253] | [1.248, 1.249, 1.253] | Over the past fourteen weeks, gasoline retail prices have experienced a pronounced decline. This downward trajectory has been primarily driven by lower crude oil benchmark costs, as global supply has remained robust. Concurrently, refinery operations have run smoothly, bolstering fuel inventories. Consumer demand has b... | {'past': {'direction': 'falling', 'severity': 'pronounced', 'slope_z': -2.25723988320067}, 'fluctuation': {'volatility_level': 'low', 'smoothness': 'smooth', 'vol_z': np.float64(0.16252515835965908), 'r2': np.float64(0.9488420617819657), 'diff_z': np.float64(0.19400068666650833)}, 'near_term': {'direction': 'steady', '... |
[1.33, 1.321, 1.315, 1.307, 1.302, 1.289, 1.279, 1.276, 1.273, 1.272, 1.263, 1.253, 1.248, 1.249] | [1.253, 1.242, 1.247] | Over the past fourteen weeks, gasoline retail prices have experienced a pronounced decline. This sustained drop has been primarily driven by lower crude oil benchmark costs and improved refinery output. Ample fuel inventories have also contributed to the downward pressure on prices. Consumer demand has remained relativ... | {'past': {'direction': 'falling', 'severity': 'pronounced', 'slope_z': -2.299167918245695}, 'fluctuation': {'volatility_level': 'low', 'smoothness': 'smooth', 'vol_z': np.float64(0.10712956219469322), 'r2': np.float64(0.9779192603302553), 'diff_z': np.float64(0.17576996243333168)}, 'near_term': {'direction': 'steady', ... |
[1.315, 1.307, 1.302, 1.289, 1.279, 1.276, 1.273, 1.272, 1.263, 1.253, 1.248, 1.249, 1.253, 1.242] | [1.247, 1.25, 1.251] | Over the past fourteen weeks, gasoline retail prices have experienced a pronounced downward trend. This sustained decline has been primarily driven by lower crude oil benchmark costs and improved refinery output, which has bolstered supply. Concurrently, fuel inventories have remained ample, while consumer demand has s... | {'past': {'direction': 'falling', 'severity': 'pronounced', 'slope_z': -2.4479320310119093}, 'fluctuation': {'volatility_level': 'low', 'smoothness': 'smooth', 'vol_z': np.float64(0.18081881587727333), 'r2': np.float64(0.9463027583926216), 'diff_z': np.float64(0.22083918356852317)}, 'near_term': {'direction': 'steady',... |
[1.302, 1.289, 1.279, 1.276, 1.273, 1.272, 1.263, 1.253, 1.248, 1.249, 1.253, 1.242, 1.247, 1.25] | [1.251, 1.245, 1.239] | Over the past fourteen weeks, gasoline retail prices have experienced a pronounced decline. This sustained downward trajectory has been primarily driven by lower crude oil benchmark costs and improved refinery operational output, which has bolstered fuel supplies. Concurrently, inventory levels have remained ample, com... | {'past': {'direction': 'falling', 'severity': 'pronounced', 'slope_z': -2.8274652635731523}, 'fluctuation': {'volatility_level': 'low', 'smoothness': 'smooth', 'vol_z': np.float64(0.34724445301403717), 'r2': np.float64(0.8644095848341838), 'diff_z': np.float64(0.3237555645312966)}, 'near_term': {'direction': 'steady', ... |
[1.279, 1.276, 1.273, 1.272, 1.263, 1.253, 1.248, 1.249, 1.253, 1.242, 1.247, 1.25, 1.251, 1.245] | [1.239, 1.248, 1.249] | Over the past fourteen weeks, gasoline retail prices have experienced a pronounced decline. This sustained drop has been primarily driven by lower crude oil benchmarks, as global supply conditions have improved. Concurrently, refinery operations have largely stabilized, contributing to adequate fuel inventories. Consum... | {'past': {'direction': 'falling', 'severity': 'pronounced', 'slope_z': -2.811536285347415}, 'fluctuation': {'volatility_level': 'low', 'smoothness': 'mixed', 'vol_z': np.float64(0.4898256866627761), 'r2': np.float64(0.7600707967607574), 'diff_z': np.float64(0.39011661482218946)}, 'near_term': {'direction': 'steady', 's... |
[1.273, 1.272, 1.263, 1.253, 1.248, 1.249, 1.253, 1.242, 1.247, 1.25, 1.251, 1.245, 1.239, 1.248] | [1.249, 1.26, 1.268] | Over the past fourteen weeks, gasoline retail prices have experienced a pronounced decline. This sustained drop has been primarily driven by lower crude oil benchmark costs and improved refinery output, which has bolstered supplies. Concurrently, a mixed but noticeable volatility in the market has been observed, influe... | {'past': {'direction': 'falling', 'severity': 'pronounced', 'slope_z': -2.533098130381887}, 'fluctuation': {'volatility_level': 'medium', 'smoothness': 'mixed', 'vol_z': np.float64(0.6188865513454964), 'r2': np.float64(0.6169794367691674), 'diff_z': np.float64(0.5559258901350651)}, 'near_term': {'direction': 'rising', ... |
[1.263, 1.253, 1.248, 1.249, 1.253, 1.242, 1.247, 1.25, 1.251, 1.245, 1.239, 1.248, 1.249, 1.26] | [1.268, 1.272, 1.282] | Over the past fourteen weeks, gasoline prices have demonstrated a generally steady trend, punctuated by a period of medium volatility. Market conditions have been influenced by fluctuating crude oil benchmarks and mixed refinery output. Inventory levels have shown some variability, while consumer demand has remained re... | {'past': {'direction': 'steady', 'severity': 'mild', 'slope_z': -0.7457394485817415}, 'fluctuation': {'volatility_level': 'medium', 'smoothness': 'choppy', 'vol_z': np.float64(0.9445817408026155), 'r2': np.float64(0.05654362420282466), 'diff_z': np.float64(0.8991808830233599)}, 'near_term': {'direction': 'rising', 'sev... |
[1.248, 1.249, 1.253, 1.242, 1.247, 1.25, 1.251, 1.245, 1.239, 1.248, 1.249, 1.26, 1.268, 1.272] | [1.282, 1.289, 1.287] | Over the past fourteen weeks, gasoline retail prices have followed a moderately rising trajectory. This upward movement has been primarily driven by firming crude oil benchmarks and robust consumer demand. The market has experienced a medium level of volatility, with choppy price action reflecting fluctuating refinery ... | {'past': {'direction': 'rising', 'severity': 'moderate', 'slope_z': 1.9172908890946374}, 'fluctuation': {'volatility_level': 'medium', 'smoothness': 'choppy', 'vol_z': np.float64(0.804075893630506), 'r2': np.float64(0.35346195771703615), 'diff_z': np.float64(0.6032313700118276)}, 'near_term': {'direction': 'rising', 's... |
[1.253, 1.242, 1.247, 1.25, 1.251, 1.245, 1.239, 1.248, 1.249, 1.26, 1.268, 1.272, 1.282, 1.289] | [1.287, 1.287, 1.283] | Over the past fourteen weeks, gasoline retail prices have undergone a pronounced upward trend. This sustained increase has been primarily driven by a confluence of market factors. Global crude benchmarks have experienced significant gains, while refinery operations have faced intermittent challenges, contributing to ti... | {'past': {'direction': 'rising', 'severity': 'pronounced', 'slope_z': 2.56806939060146}, 'fluctuation': {'volatility_level': 'medium', 'smoothness': 'mixed', 'vol_z': np.float64(0.6048696302354415), 'r2': np.float64(0.6341327304894603), 'diff_z': np.float64(0.42788732371707333)}, 'near_term': {'direction': 'steady', 's... |
[1.247, 1.25, 1.251, 1.245, 1.239, 1.248, 1.249, 1.26, 1.268, 1.272, 1.282, 1.289, 1.287, 1.287] | [1.283, 1.278, 1.274] | Over the past fourteen weeks, gasoline retail prices have experienced a pronounced upward trend. This sustained increase has been primarily driven by a significant and prolonged rally in key global crude oil benchmarks. Concurrently, refinery operations have faced intermittent challenges, contributing to a tightening o... | {'past': {'direction': 'rising', 'severity': 'pronounced', 'slope_z': 2.9135143344122474}, 'fluctuation': {'volatility_level': 'low', 'smoothness': 'mixed', 'vol_z': np.float64(0.4287094028740073), 'r2': np.float64(0.8162082479100333), 'diff_z': np.float64(0.3023793875763793)}, 'near_term': {'direction': 'steady', 'sev... |
[1.251, 1.245, 1.239, 1.248, 1.249, 1.26, 1.268, 1.272, 1.282, 1.289, 1.287, 1.287, 1.283, 1.278] | [1.274, 1.272, 1.287] | Over the past fourteen weeks, gasoline retail prices have experienced a moderate upward trend. This increase has been primarily driven by a sustained rise in global crude oil benchmarks, which has exerted consistent upward pressure on wholesale fuel costs. Refinery operations have remained largely stable, though some r... | {'past': {'direction': 'rising', 'severity': 'moderate', 'slope_z': 1.976994763832677}, 'fluctuation': {'volatility_level': 'low', 'smoothness': 'mixed', 'vol_z': np.float64(0.30506132023764493), 'r2': np.float64(0.8015221230085696), 'diff_z': np.float64(0.2227955902255106)}, 'near_term': {'direction': 'steady', 'sever... |
[1.239, 1.248, 1.249, 1.26, 1.268, 1.272, 1.282, 1.289, 1.287, 1.287, 1.283, 1.278, 1.274, 1.272] | [1.287, 1.287, 1.284] | Over the past fourteen weeks, gasoline retail prices have exhibited a pronounced upward trajectory. This sustained increase has been primarily driven by a combination of factors in the physical market. Global crude benchmarks have generally firmed, while refinery operations have faced intermittent challenges. Concurren... | {'past': {'direction': 'rising', 'severity': 'pronounced', 'slope_z': 2.151667416440004}, 'fluctuation': {'volatility_level': 'medium', 'smoothness': 'choppy', 'vol_z': np.float64(0.6098692427846646), 'r2': np.float64(0.5448049331538619), 'diff_z': np.float64(0.30228013968081185)}, 'near_term': {'direction': 'steady', ... |
[1.249, 1.26, 1.268, 1.272, 1.282, 1.289, 1.287, 1.287, 1.283, 1.278, 1.274, 1.272, 1.287, 1.287] | [1.284, 1.282, 1.28] | Over the past fourteen weeks, gasoline retail prices have experienced a pronounced upward trend. This sustained increase has been primarily driven by a combination of factors. Global crude benchmarks have shown considerable strength, while refinery operations have faced intermittent challenges, contributing to a choppy... | {'past': {'direction': 'rising', 'severity': 'pronounced', 'slope_z': 2.013130484250608}, 'fluctuation': {'volatility_level': 'medium', 'smoothness': 'choppy', 'vol_z': np.float64(0.7812284244131725), 'r2': np.float64(0.38968214911744914), 'diff_z': np.float64(0.4859745972135107)}, 'near_term': {'direction': 'steady', ... |
[1.268, 1.272, 1.282, 1.289, 1.287, 1.287, 1.283, 1.278, 1.274, 1.272, 1.287, 1.287, 1.284, 1.282] | [1.28, 1.273, 1.27] | Over the past fourteen weeks, gasoline retail prices have demonstrated a generally steady trend, punctuated by a choppy period of medium volatility. This price action has been primarily driven by fluctuating global crude benchmarks and shifting domestic refinery operations. Refinery output has been influenced by both p... | {'past': {'direction': 'steady', 'severity': 'mild', 'slope_z': 0.967840708691143}, 'fluctuation': {'volatility_level': 'medium', 'smoothness': 'choppy', 'vol_z': np.float64(0.9442248743442009), 'r2': np.float64(0.09175439375292649), 'diff_z': np.float64(0.6687258810902404)}, 'near_term': {'direction': 'falling', 'seve... |
[1.282, 1.289, 1.287, 1.287, 1.283, 1.278, 1.274, 1.272, 1.287, 1.287, 1.284, 1.282, 1.28, 1.273] | [1.27, 1.261, 1.253] | Over the past fourteen weeks, gasoline retail prices have followed a moderate downward trajectory. This decline has been primarily driven by lower crude oil benchmark costs, which have eased as global supply conditions have improved. Concurrently, refinery operations have largely normalized following previous seasonal ... | {'past': {'direction': 'falling', 'severity': 'moderate', 'slope_z': -1.0149479998221227}, 'fluctuation': {'volatility_level': 'medium', 'smoothness': 'choppy', 'vol_z': np.float64(0.7565022358119964), 'r2': np.float64(0.14753943545722736), 'diff_z': np.float64(0.6110770982376343)}, 'near_term': {'direction': 'falling'... |
[1.287, 1.287, 1.283, 1.278, 1.274, 1.272, 1.287, 1.287, 1.284, 1.282, 1.28, 1.273, 1.27, 1.261] | [1.253, 1.246, 1.25] | Over the past fourteen weeks, gasoline retail prices have experienced a moderate upward trend. This climb has been characterized by choppy, medium-volatility trading, reflecting a complex interplay of market fundamentals. The primary observed drivers have included fluctuating global crude benchmarks, which have faced s... | {'past': {'direction': 'falling', 'severity': 'moderate', 'slope_z': -1.6862268985018856}, 'fluctuation': {'volatility_level': 'medium', 'smoothness': 'choppy', 'vol_z': np.float64(0.6851422706127664), 'r2': np.float64(0.36805699368385447), 'diff_z': np.float64(0.48424977598005764)}, 'near_term': {'direction': 'falling... |
[1.283, 1.278, 1.274, 1.272, 1.287, 1.287, 1.284, 1.282, 1.28, 1.273, 1.27, 1.261, 1.253, 1.246] | [1.25, 1.246, 1.248] | Over the past fourteen weeks, gasoline retail prices have exhibited a pronounced downward trend. This decline has been primarily driven by falling global crude oil benchmarks, which have eased supply cost pressures. Concurrently, refinery operations have improved seasonally, bolstering fuel output, while inventories ha... | {'past': {'direction': 'falling', 'severity': 'pronounced', 'slope_z': -2.315355432280288}, 'fluctuation': {'volatility_level': 'medium', 'smoothness': 'choppy', 'vol_z': np.float64(0.6960830811162565), 'r2': np.float64(0.5154683443402199), 'diff_z': np.float64(0.4261780603373297)}, 'near_term': {'direction': 'steady',... |
[1.274, 1.272, 1.287, 1.287, 1.284, 1.282, 1.28, 1.273, 1.27, 1.261, 1.253, 1.246, 1.25, 1.246] | [1.248, 1.244, 1.245] | Over the past fourteen weeks, gasoline retail prices have experienced a pronounced decline. This sustained drop has been primarily driven by lower crude oil benchmark costs, which have eased significantly. Concurrently, robust refinery operations and healthy inventory levels have contributed to ample supply. Consumer d... | {'past': {'direction': 'falling', 'severity': 'pronounced', 'slope_z': -2.2974579656847554}, 'fluctuation': {'volatility_level': 'low', 'smoothness': 'mixed', 'vol_z': np.float64(0.4669508487733312), 'r2': np.float64(0.6994884944815324), 'diff_z': np.float64(0.2977684958049764)}, 'near_term': {'direction': 'steady', 's... |
[1.287, 1.287, 1.284, 1.282, 1.28, 1.273, 1.27, 1.261, 1.253, 1.246, 1.25, 1.246, 1.248, 1.244] | [1.245, 1.24, 1.238] | Over the past fourteen weeks, gasoline retail prices have experienced a pronounced decline. This downward trend has been primarily driven by lower crude oil benchmark costs and improved refinery operational output, which has bolstered fuel supplies. Concurrently, inventory levels have remained robust, further alleviati... | {'past': {'direction': 'falling', 'severity': 'pronounced', 'slope_z': -2.0325410616697086}, 'fluctuation': {'volatility_level': 'low', 'smoothness': 'smooth', 'vol_z': np.float64(0.16294323120908336), 'r2': np.float64(0.9373489128303322), 'diff_z': np.float64(0.16785969126579553)}, 'near_term': {'direction': 'steady',... |
[1.284, 1.282, 1.28, 1.273, 1.27, 1.261, 1.253, 1.246, 1.25, 1.246, 1.248, 1.244, 1.245, 1.24] | [1.238, 1.238, 1.247] | Over the past fourteen weeks, gasoline retail prices have experienced a pronounced and sustained decline. This downward trajectory has been primarily driven by lower crude oil benchmark costs, as global supply has remained robust. Concurrently, refinery operations have run smoothly, with high utilization rates contribu... | {'past': {'direction': 'falling', 'severity': 'pronounced', 'slope_z': -3.060880300424486}, 'fluctuation': {'volatility_level': 'low', 'smoothness': 'smooth', 'vol_z': np.float64(0.31485829918939645), 'r2': np.float64(0.9008642514488832), 'diff_z': np.float64(0.2917998971476529)}, 'near_term': {'direction': 'steady', '... |
[1.28, 1.273, 1.27, 1.261, 1.253, 1.246, 1.25, 1.246, 1.248, 1.244, 1.245, 1.24, 1.238, 1.238] | [1.247, 1.255, 1.258] | Over the past fourteen weeks, gasoline retail prices have experienced a pronounced decline. This sustained drop has been primarily driven by lower crude oil benchmark costs and improved refinery output, which has bolstered supply. Concurrently, inventory levels have remained ample, and typical seasonal demand has been ... | {'past': {'direction': 'falling', 'severity': 'pronounced', 'slope_z': -2.9771654469343414}, 'fluctuation': {'volatility_level': 'low', 'smoothness': 'smooth', 'vol_z': np.float64(0.3843683504716607), 'r2': np.float64(0.8522609711953034), 'diff_z': np.float64(0.33102134535918454)}, 'near_term': {'direction': 'rising', ... |
[1.27, 1.261, 1.253, 1.246, 1.25, 1.246, 1.248, 1.244, 1.245, 1.24, 1.238, 1.238, 1.247, 1.255] | [1.258, 1.251, 1.242] | Over the past fourteen weeks, gasoline retail prices have followed a moderate downward trajectory. This decline has been primarily driven by lower crude oil benchmark costs and improved refinery output, which has bolstered fuel supplies. Concurrently, consumer demand has remained subdued, and inventory levels have stay... | {'past': {'direction': 'falling', 'severity': 'moderate', 'slope_z': -1.9952026230239412}, 'fluctuation': {'volatility_level': 'medium', 'smoothness': 'choppy', 'vol_z': np.float64(0.7856383055690408), 'r2': np.float64(0.3827724532814344), 'diff_z': np.float64(0.5668627475541923)}, 'near_term': {'direction': 'steady', ... |
[1.253, 1.246, 1.25, 1.246, 1.248, 1.244, 1.245, 1.24, 1.238, 1.238, 1.247, 1.255, 1.258, 1.251] | [1.242, 1.232, 1.226] | Over the past fourteen weeks, gasoline retail prices have exhibited a generally steady trend, punctuated by a medium level of choppy volatility. This price action has been primarily driven by fluctuating crude oil benchmarks and shifting refinery operational rates. Inventory levels have also played a key role, with bui... | {'past': {'direction': 'steady', 'severity': 'mild', 'slope_z': 0.3896624834624405}, 'fluctuation': {'volatility_level': 'medium', 'smoothness': 'choppy', 'vol_z': np.float64(0.9246876123646585), 'r2': np.float64(0.016788077317450356), 'diff_z': np.float64(0.6911660340148745)}, 'near_term': {'direction': 'falling', 'se... |
[1.25, 1.246, 1.248, 1.244, 1.245, 1.24, 1.238, 1.238, 1.247, 1.255, 1.258, 1.251, 1.242, 1.232] | [1.226, 1.222, 1.219] | Over the past fourteen weeks, gasoline retail prices have exhibited a generally steady trend, punctuated by a period of medium volatility. The market has been influenced by fluctuating crude oil benchmarks and choppy refinery operations, which have been impacted by seasonal maintenance schedules and variable utilizatio... | {'past': {'direction': 'steady', 'severity': 'mild', 'slope_z': -0.31604709868353625}, 'fluctuation': {'volatility_level': 'medium', 'smoothness': 'choppy', 'vol_z': np.float64(0.9102720780063045), 'r2': np.float64(0.011458370368375603), 'diff_z': np.float64(0.6641139784719999)}, 'near_term': {'direction': 'falling', '... |
[1.248, 1.244, 1.245, 1.24, 1.238, 1.238, 1.247, 1.255, 1.258, 1.251, 1.242, 1.232, 1.226, 1.222] | [1.219, 1.222, 1.216] | Over the past fourteen weeks, gasoline retail prices have experienced a moderate upward trend. This climb has been characterized by a choppy, medium-volatility trading pattern. Market drivers have included fluctuating global crude benchmarks and varying domestic refinery output levels. Concurrently, seasonal shifts in ... | {'past': {'direction': 'falling', 'severity': 'moderate', 'slope_z': -1.46054404882015}, 'fluctuation': {'volatility_level': 'medium', 'smoothness': 'choppy', 'vol_z': np.float64(0.8915636156254696), 'r2': np.float64(0.20511431971171523), 'diff_z': np.float64(0.5284425108227683)}, 'near_term': {'direction': 'steady', '... |
[1.245, 1.24, 1.238, 1.238, 1.247, 1.255, 1.258, 1.251, 1.242, 1.232, 1.226, 1.222, 1.219, 1.222] | [1.216, 1.237, 1.272] | Over the past fourteen weeks, gasoline retail prices have followed a moderately declining trend. This downward movement has been characterized by a choppy, medium-volatility pattern, reflecting a dynamic wholesale market. The primary observed drivers have included fluctuating crude oil benchmarks and adjustments in ref... | {'past': {'direction': 'falling', 'severity': 'moderate', 'slope_z': -1.693935364399701}, 'fluctuation': {'volatility_level': 'medium', 'smoothness': 'choppy', 'vol_z': np.float64(0.6273906497587859), 'r2': np.float64(0.41209168395269213), 'diff_z': np.float64(0.3579989415441954)}, 'near_term': {'direction': 'rising', ... |
[1.238, 1.238, 1.247, 1.255, 1.258, 1.251, 1.242, 1.232, 1.226, 1.222, 1.219, 1.222, 1.216, 1.237] | [1.272, 1.274, 1.288] | Over the past fourteen weeks, gasoline retail prices have followed a moderately declining trend. This downward movement has been characterized by choppy, medium-volatility trading, reflecting a complex interplay of market fundamentals. The decline has been influenced by periods of ample refinery output and comfortable ... | {'past': {'direction': 'falling', 'severity': 'moderate', 'slope_z': -1.5370680849413478}, 'fluctuation': {'volatility_level': 'medium', 'smoothness': 'choppy', 'vol_z': np.float64(0.5280236329391337), 'r2': np.float64(0.4489723191204169), 'diff_z': np.float64(0.3694134005549416)}, 'near_term': {'direction': 'rising', ... |
[1.247, 1.255, 1.258, 1.251, 1.242, 1.232, 1.226, 1.222, 1.219, 1.222, 1.216, 1.237, 1.272, 1.274] | [1.288, 1.287, 1.288] | Over the past fourteen weeks, gasoline retail prices have exhibited a generally stable trend, punctuated by a period of moderate choppiness. This price action has been primarily driven by fluctuating crude oil benchmarks and shifting refinery output levels. Market sources have noted that refinery operations have been v... | {'past': {'direction': 'steady', 'severity': 'mild', 'slope_z': -0.04555002531343569}, 'fluctuation': {'volatility_level': 'medium', 'smoothness': 'choppy', 'vol_z': np.float64(0.7587492070421034), 'r2': np.float64(0.0003464154020793586), 'diff_z': np.float64(0.36790405060855835)}, 'near_term': {'direction': 'rising', ... |
[1.258, 1.251, 1.242, 1.232, 1.226, 1.222, 1.219, 1.222, 1.216, 1.237, 1.272, 1.274, 1.288, 1.287] | [1.288, 1.281, 1.269] | Over the past fourteen weeks, gasoline retail prices have experienced a moderate upward trend. This climb has been characterized by choppy, medium-volatility trading, reflecting a complex interplay of market fundamentals. The primary drivers have included fluctuating global crude benchmarks and varying domestic refiner... | {'past': {'direction': 'rising', 'severity': 'moderate', 'slope_z': 1.4903033923113986}, 'fluctuation': {'volatility_level': 'medium', 'smoothness': 'choppy', 'vol_z': np.float64(0.8023305278758222), 'r2': np.float64(0.2491076594839715), 'diff_z': np.float64(0.3487751362974776)}, 'near_term': {'direction': 'steady', 's... |
[1.242, 1.232, 1.226, 1.222, 1.219, 1.222, 1.216, 1.237, 1.272, 1.274, 1.288, 1.287, 1.288, 1.281] | [1.269, 1.255, 1.254] | Over the past fourteen weeks, gasoline retail prices have experienced a pronounced upward trend. This sustained increase has been primarily driven by a combination of factors, including elevated crude oil benchmark costs and robust consumer demand. Refinery operations have faced intermittent challenges, contributing to... | {'past': {'direction': 'rising', 'severity': 'pronounced', 'slope_z': 2.2599820251898115}, 'fluctuation': {'volatility_level': 'medium', 'smoothness': 'mixed', 'vol_z': np.float64(0.5036869533687299), 'r2': np.float64(0.6593746223692445), 'diff_z': np.float64(0.2664946007640511)}, 'near_term': {'direction': 'steady', '... |
[1.226, 1.222, 1.219, 1.222, 1.216, 1.237, 1.272, 1.274, 1.288, 1.287, 1.288, 1.281, 1.269, 1.255] | [1.254, 1.248, 1.238] | Over the past fourteen weeks, gasoline retail prices have experienced a moderate upward trend. This movement has been primarily driven by a combination of factors, including firming global crude benchmarks and robust consumer demand. Refinery operations have faced intermittent challenges, contributing to a choppy but o... | {'past': {'direction': 'rising', 'severity': 'moderate', 'slope_z': 1.8318942307315633}, 'fluctuation': {'volatility_level': 'low', 'smoothness': 'choppy', 'vol_z': np.float64(0.4696170460426051), 'r2': np.float64(0.5940107363111946), 'diff_z': np.float64(0.2502635397086789)}, 'near_term': {'direction': 'steady', 'seve... |
[1.219, 1.222, 1.216, 1.237, 1.272, 1.274, 1.288, 1.287, 1.288, 1.281, 1.269, 1.255, 1.254, 1.248] | [1.238, 1.228, 1.221] | Over the past fourteen weeks, gasoline retail prices have experienced a moderate upward trend. This increase has been primarily driven by a combination of factors, including higher crude oil benchmark costs and robust consumer demand. Refinery operations have faced intermittent challenges, contributing to a choppy pric... | {'past': {'direction': 'rising', 'severity': 'moderate', 'slope_z': 1.217587215121646}, 'fluctuation': {'volatility_level': 'medium', 'smoothness': 'choppy', 'vol_z': np.float64(0.6740191414853461), 'r2': np.float64(0.23883633890910505), 'diff_z': np.float64(0.29007819375202165)}, 'near_term': {'direction': 'steady', '... |
[1.216, 1.237, 1.272, 1.274, 1.288, 1.287, 1.288, 1.281, 1.269, 1.255, 1.254, 1.248, 1.238, 1.228] | [1.221, 1.222, 1.213] | Over the past fourteen weeks, gasoline retail prices have exhibited a steady overall trend, characterized by a period of medium volatility and choppy trading conditions. The market has been influenced by a complex interplay of observed drivers. Crude oil benchmarks have shown similar stability, providing a steady found... | {'past': {'direction': 'steady', 'severity': 'mild', 'slope_z': -0.3719782925900206}, 'fluctuation': {'volatility_level': 'medium', 'smoothness': 'choppy', 'vol_z': np.float64(0.7087673393835715), 'r2': np.float64(0.025801324318641017), 'diff_z': np.float64(0.323369451760389)}, 'near_term': {'direction': 'steady', 'sev... |
[1.272, 1.274, 1.288, 1.287, 1.288, 1.281, 1.269, 1.255, 1.254, 1.248, 1.238, 1.228, 1.221, 1.222] | [1.213, 1.207, 1.197] | Over the past fourteen weeks, gasoline retail prices have experienced a pronounced decline. This sustained downward trend has been primarily driven by lower crude oil benchmark costs and improved refinery output, which has bolstered supplies. Concurrently, inventory levels have remained ample, helping to ease wholesale... | {'past': {'direction': 'falling', 'severity': 'pronounced', 'slope_z': -2.1610594299627337}, 'fluctuation': {'volatility_level': 'low', 'smoothness': 'mixed', 'vol_z': np.float64(0.317403911156218), 'r2': np.float64(0.8167604673241144), 'diff_z': np.float64(0.20753561829398065)}, 'near_term': {'direction': 'steady', 's... |
[1.288, 1.287, 1.288, 1.281, 1.269, 1.255, 1.254, 1.248, 1.238, 1.228, 1.221, 1.222, 1.213, 1.207] | [1.197, 1.187, 1.176] | Over the past fourteen weeks, gasoline retail prices have experienced a pronounced decline. This sustained downward trend has been primarily driven by lower crude oil benchmark costs and improved refinery output. Ample fuel inventories have also contributed to the downward pressure on prices. Consumer demand has remain... | {'past': {'direction': 'falling', 'severity': 'pronounced', 'slope_z': -2.0531955999867755}, 'fluctuation': {'volatility_level': 'low', 'smoothness': 'smooth', 'vol_z': np.float64(0.09456572620648616), 'r2': np.float64(0.9784144523034379), 'diff_z': np.float64(0.14949599622998697)}, 'near_term': {'direction': 'steady',... |
[1.288, 1.281, 1.269, 1.255, 1.254, 1.248, 1.238, 1.228, 1.221, 1.222, 1.213, 1.207, 1.197, 1.187] | [1.176, 1.167, 1.158] | Over the past fourteen weeks, gasoline retail prices have experienced a pronounced downward trend. This sustained decline has been primarily driven by lower crude oil benchmark costs and improved refinery output, which has bolstered fuel supplies. Concurrently, inventory levels have remained ample, further alleviating ... | {'past': {'direction': 'falling', 'severity': 'pronounced', 'slope_z': -2.9937530054232924}, 'fluctuation': {'volatility_level': 'low', 'smoothness': 'smooth', 'vol_z': np.float64(0.10866041135175121), 'r2': np.float64(0.9864844310985684), 'diff_z': np.float64(0.24856010098000056)}, 'near_term': {'direction': 'steady',... |
[1.269, 1.255, 1.254, 1.248, 1.238, 1.228, 1.221, 1.222, 1.213, 1.207, 1.197, 1.187, 1.176, 1.167] | [1.158, 1.148, 1.14] | Over the past fourteen weeks, gasoline retail prices have experienced a pronounced decline. This sustained drop has been primarily driven by lower crude oil benchmark costs and improved refinery output. Ample fuel inventories have also contributed to the downward pressure on prices. Consumer demand has remained relativ... | {'past': {'direction': 'falling', 'severity': 'pronounced', 'slope_z': -2.5347249380666934}, 'fluctuation': {'volatility_level': 'low', 'smoothness': 'smooth', 'vol_z': np.float64(0.09426979784004552), 'r2': np.float64(0.9858187700801936), 'diff_z': np.float64(0.2116049441439225)}, 'near_term': {'direction': 'steady', ... |
[1.254, 1.248, 1.238, 1.228, 1.221, 1.222, 1.213, 1.207, 1.197, 1.187, 1.176, 1.167, 1.158, 1.148] | [1.14, 1.129, 1.112] | Over the past fourteen weeks, gasoline retail prices have experienced a pronounced decline. This sustained drop has been primarily driven by lower crude oil benchmark costs, which have eased considerably. Concurrently, robust refinery operations and ample fuel inventories have consistently supplied the market, placing ... | {'past': {'direction': 'falling', 'severity': 'pronounced', 'slope_z': -2.7372610988901545}, 'fluctuation': {'volatility_level': 'low', 'smoothness': 'smooth', 'vol_z': np.float64(0.09822726386304094), 'r2': np.float64(0.9867843888270276), 'diff_z': np.float64(0.21974359584176617)}, 'near_term': {'direction': 'steady',... |
[1.238, 1.228, 1.221, 1.222, 1.213, 1.207, 1.197, 1.187, 1.176, 1.167, 1.158, 1.148, 1.14, 1.129] | [1.112, 1.108, 1.101] | Over the past fourteen weeks, gasoline retail prices have experienced a pronounced decline. This sustained drop has been primarily driven by lower crude oil benchmark costs and improved refinery operational output, which has bolstered fuel supplies. Concurrently, inventory levels have remained ample, comfortably meetin... | {'past': {'direction': 'falling', 'severity': 'pronounced', 'slope_z': -2.4974122744987146}, 'fluctuation': {'volatility_level': 'low', 'smoothness': 'smooth', 'vol_z': np.float64(0.09107330725015075), 'r2': np.float64(0.9863582603375416), 'diff_z': np.float64(0.1952241833121003)}, 'near_term': {'direction': 'steady', ... |
[1.221, 1.222, 1.213, 1.207, 1.197, 1.187, 1.176, 1.167, 1.158, 1.148, 1.14, 1.129, 1.112, 1.108] | [1.101, 1.085, 1.09] | Over the past fourteen weeks, gasoline retail prices have experienced a pronounced decline. This sustained downward trend has been primarily driven by lower crude oil benchmark costs, as global supply has remained robust. Concurrently, refinery operations have run smoothly, leading to ample gasoline production and comf... | {'past': {'direction': 'falling', 'severity': 'pronounced', 'slope_z': -2.4419729415098645}, 'fluctuation': {'volatility_level': 'low', 'smoothness': 'smooth', 'vol_z': np.float64(0.07590698226352822), 'r2': np.float64(0.9900511534881568), 'diff_z': np.float64(0.17810892614981944)}, 'near_term': {'direction': 'steady',... |
[1.213, 1.207, 1.197, 1.187, 1.176, 1.167, 1.158, 1.148, 1.14, 1.129, 1.112, 1.108, 1.101, 1.085] | [1.09, 1.075, 1.065] | Over the past fourteen weeks, gasoline retail prices have experienced a pronounced decline. This sustained downward trend has been primarily driven by lower crude oil benchmark costs, as global supply has remained robust. Concurrently, refinery operations have run smoothly, bolstering fuel inventories. Consumer demand ... | {'past': {'direction': 'falling', 'severity': 'pronounced', 'slope_z': -2.303289587748223}, 'fluctuation': {'volatility_level': 'low', 'smoothness': 'smooth', 'vol_z': np.float64(0.041048767487813914), 'r2': np.float64(0.9967076629350106), 'diff_z': np.float64(0.1770970609465671)}, 'near_term': {'direction': 'steady', ... |
[1.197, 1.187, 1.176, 1.167, 1.158, 1.148, 1.14, 1.129, 1.112, 1.108, 1.101, 1.085, 1.09, 1.075] | [1.065, 1.055, 1.047] | Over the past fourteen weeks, gasoline retail prices have experienced a pronounced decline. This sustained downward trajectory has been primarily driven by lower crude oil benchmark costs and improved refinery output, which has bolstered supplies. Concurrently, fuel inventories have remained robust, comfortably meeting... | {'past': {'direction': 'falling', 'severity': 'pronounced', 'slope_z': -2.5128430631760055}, 'fluctuation': {'volatility_level': 'low', 'smoothness': 'smooth', 'vol_z': np.float64(0.07395988069941013), 'r2': np.float64(0.991071062016613), 'diff_z': np.float64(0.20753561829624934)}, 'near_term': {'direction': 'steady', ... |
[1.176, 1.167, 1.158, 1.148, 1.14, 1.129, 1.112, 1.108, 1.101, 1.085, 1.09, 1.075, 1.065, 1.055] | [1.047, 1.077, 1.074] | Over the past fourteen weeks, gasoline retail prices have experienced a pronounced decline. This sustained drop has been primarily driven by lower crude oil benchmark costs and improved refinery output, which has bolstered fuel supplies. Concurrently, inventory levels have remained ample, comfortably meeting demand tha... | {'past': {'direction': 'falling', 'severity': 'pronounced', 'slope_z': -2.496949967557647}, 'fluctuation': {'volatility_level': 'low', 'smoothness': 'smooth', 'vol_z': np.float64(0.07371830056737153), 'r2': np.float64(0.9910165081670772), 'diff_z': np.float64(0.20913204612923184)}, 'near_term': {'direction': 'steady', ... |
[1.158, 1.148, 1.14, 1.129, 1.112, 1.108, 1.101, 1.085, 1.09, 1.075, 1.065, 1.055, 1.047, 1.077] | [1.074, 1.072, 1.075] | Over the past fourteen weeks, gasoline retail prices have experienced a pronounced decline. This sustained drop has been primarily driven by lower crude oil benchmark costs and improved refinery output. Ample fuel inventories have also contributed to the downward pressure on prices. Consumer demand has remained stable,... | {'past': {'direction': 'falling', 'severity': 'pronounced', 'slope_z': -2.7448184183238635}, 'fluctuation': {'volatility_level': 'low', 'smoothness': 'smooth', 'vol_z': np.float64(0.2600078657949888), 'r2': np.float64(0.9146445197336429), 'diff_z': np.float64(0.3072341015935814)}, 'near_term': {'direction': 'steady', '... |
[1.14, 1.129, 1.112, 1.108, 1.101, 1.085, 1.09, 1.075, 1.065, 1.055, 1.047, 1.077, 1.074, 1.072] | [1.075, 1.086, 1.095] | Over the past fourteen weeks, gasoline retail prices have undergone a pronounced upward trend. This sustained increase has been primarily driven by a combination of factors, including elevated crude oil benchmark costs and robust consumer demand. Refinery operations have faced intermittent challenges, contributing to a... | {'past': {'direction': 'falling', 'severity': 'pronounced', 'slope_z': -2.7150929618546713}, 'fluctuation': {'volatility_level': 'medium', 'smoothness': 'mixed', 'vol_z': np.float64(0.5023721164201689), 'r2': np.float64(0.7374341545798768), 'diff_z': np.float64(0.39777660172770213)}, 'near_term': {'direction': 'steady'... |
[1.112, 1.108, 1.101, 1.085, 1.09, 1.075, 1.065, 1.055, 1.047, 1.077, 1.074, 1.072, 1.075, 1.086] | [1.095, 1.109, 1.109] | Over the past fourteen weeks, gasoline retail prices have experienced a moderate decline. This downward trajectory has been primarily driven by lower crude oil benchmark costs and improved refinery output, which has bolstered supplies. Concurrently, market conditions have been characterized by choppy, medium-level vola... | {'past': {'direction': 'falling', 'severity': 'moderate', 'slope_z': -1.9075441608153507}, 'fluctuation': {'volatility_level': 'medium', 'smoothness': 'choppy', 'vol_z': np.float64(0.8063018184528362), 'r2': np.float64(0.3498773776314119), 'diff_z': np.float64(0.5315745253588767)}, 'near_term': {'direction': 'rising', ... |
[1.101, 1.085, 1.09, 1.075, 1.065, 1.055, 1.047, 1.077, 1.074, 1.072, 1.075, 1.086, 1.095, 1.109] | [1.109, 1.108, 1.104] | Over the past fourteen weeks, gasoline retail prices have exhibited a steady but choppy pattern, largely mirroring the conditions in the crude oil market. Refinery operations have been a significant factor, with output levels fluctuating due to both planned seasonal maintenance and unplanned outages. Concurrently, shif... | {'past': {'direction': 'steady', 'severity': 'mild', 'slope_z': 0.5235833329235801}, 'fluctuation': {'volatility_level': 'medium', 'smoothness': 'choppy', 'vol_z': np.float64(0.9867321986961095), 'r2': np.float64(0.026359568196891336), 'diff_z': np.float64(0.6390401704400992)}, 'near_term': {'direction': 'steady', 'sev... |
[1.09, 1.075, 1.065, 1.055, 1.047, 1.077, 1.074, 1.072, 1.075, 1.086, 1.095, 1.109, 1.109, 1.108] | [1.104, 1.113, 1.104] | Over the past fourteen weeks, gasoline prices have experienced a pronounced upward trajectory. This sustained climb has been primarily driven by a combination of factors, including higher crude oil benchmark costs and robust consumer demand. Refinery operations have faced intermittent challenges, contributing to a chop... | {'past': {'direction': 'rising', 'severity': 'pronounced', 'slope_z': 2.245523486739014}, 'fluctuation': {'volatility_level': 'medium', 'smoothness': 'choppy', 'vol_z': np.float64(0.7177438120591387), 'r2': np.float64(0.4848438203008082), 'diff_z': np.float64(0.4767466065032127)}, 'near_term': {'direction': 'steady', '... |
[1.065, 1.055, 1.047, 1.077, 1.074, 1.072, 1.075, 1.086, 1.095, 1.109, 1.109, 1.108, 1.104, 1.113] | [1.104, 1.096, 1.096] | Over the past fourteen weeks, gasoline retail prices have undergone a pronounced upward trend. This sustained increase has been primarily driven by a combination of factors in the physical market. Global crude benchmarks have experienced significant gains, elevating input costs for refineries. Concurrently, refinery op... | {'past': {'direction': 'rising', 'severity': 'pronounced', 'slope_z': 2.1652882841934207}, 'fluctuation': {'volatility_level': 'low', 'smoothness': 'smooth', 'vol_z': np.float64(0.2694658443950401), 'r2': np.float64(0.8612759781233135), 'diff_z': np.float64(0.2767141577244145)}, 'near_term': {'direction': 'steady', 'se... |
[1.047, 1.077, 1.074, 1.072, 1.075, 1.086, 1.095, 1.109, 1.109, 1.108, 1.104, 1.113, 1.104, 1.096] | [1.096, 1.097, 1.092] | Over the past fourteen weeks, gasoline retail prices have undergone a pronounced upward trend. This sustained increase has been primarily driven by higher crude oil benchmarks, which have been influenced by production adjustments from major exporters. Concurrently, refinery operations in key regions have faced intermit... | {'past': {'direction': 'rising', 'severity': 'pronounced', 'slope_z': 2.508106379557867}, 'fluctuation': {'volatility_level': 'medium', 'smoothness': 'mixed', 'vol_z': np.float64(0.5117611902572984), 'r2': np.float64(0.6978424194820795), 'diff_z': np.float64(0.395854975627451)}, 'near_term': {'direction': 'steady', 'se... |
[1.074, 1.072, 1.075, 1.086, 1.095, 1.109, 1.109, 1.108, 1.104, 1.113, 1.104, 1.096, 1.096, 1.097] | [1.092, 1.097, 1.088] | Over the past fourteen weeks, gasoline retail prices have experienced a moderate upward trend. This climb has been characterized by a choppy, medium-volatility pattern rather than a smooth ascent. Market drivers have included fluctuating global crude benchmarks and varying domestic refinery output levels. Concurrently,... | {'past': {'direction': 'rising', 'severity': 'moderate', 'slope_z': 1.667831696057939}, 'fluctuation': {'volatility_level': 'medium', 'smoothness': 'choppy', 'vol_z': np.float64(0.6354327419975017), 'r2': np.float64(0.3984664629046618), 'diff_z': np.float64(0.33488702041889146)}, 'near_term': {'direction': 'steady', 's... |
[1.075, 1.086, 1.095, 1.109, 1.109, 1.108, 1.104, 1.113, 1.104, 1.096, 1.096, 1.097, 1.092, 1.097] | [1.088, 1.077, 1.072] | Over the past fourteen weeks, gasoline prices have demonstrated a steady underlying trend, punctuated by a period of medium volatility. This choppy price action has been observed against a backdrop of fluctuating crude oil benchmarks and shifting refinery operational rates. Market drivers have included varying levels o... | {'past': {'direction': 'steady', 'severity': 'mild', 'slope_z': 0.5808879601462786}, 'fluctuation': {'volatility_level': 'medium', 'smoothness': 'choppy', 'vol_z': np.float64(0.9328866414501652), 'r2': np.float64(0.0359415687167598), 'diff_z': np.float64(0.5633109639041829)}, 'near_term': {'direction': 'falling', 'seve... |
[1.095, 1.109, 1.109, 1.108, 1.104, 1.113, 1.104, 1.096, 1.096, 1.097, 1.092, 1.097, 1.088, 1.077] | [1.072, 1.065, 1.058] | Over the past fourteen weeks, gasoline retail prices have experienced a pronounced decline. This downward trajectory has been primarily driven by lower crude oil benchmark costs, as global supply has remained robust. Concurrently, refinery operations have largely normalized following previous seasonal maintenance, cont... | {'past': {'direction': 'falling', 'severity': 'pronounced', 'slope_z': -2.144605312577952}, 'fluctuation': {'volatility_level': 'medium', 'smoothness': 'choppy', 'vol_z': np.float64(0.6072657784619124), 'r2': np.float64(0.5452961503989944), 'diff_z': np.float64(0.5633109639041829)}, 'near_term': {'direction': 'falling'... |
[1.109, 1.108, 1.104, 1.113, 1.104, 1.096, 1.096, 1.097, 1.092, 1.097, 1.088, 1.077, 1.072, 1.065] | [1.058, 1.053, 1.046] | Over the past fourteen weeks, gasoline retail prices have experienced a pronounced downward trend. This decline has been primarily driven by lower crude oil benchmark costs, which have fallen amid improved global supply conditions. Concurrently, domestic refinery operations have run at strong rates, contributing to amp... | {'past': {'direction': 'falling', 'severity': 'pronounced', 'slope_z': -2.967278252975439}, 'fluctuation': {'volatility_level': 'low', 'smoothness': 'mixed', 'vol_z': np.float64(0.3916508167985678), 'r2': np.float64(0.846609637736394), 'diff_z': np.float64(0.4128303972500422)}, 'near_term': {'direction': 'falling', 'se... |
[1.104, 1.113, 1.104, 1.096, 1.096, 1.097, 1.092, 1.097, 1.088, 1.077, 1.072, 1.065, 1.058, 1.053] | [1.046, 1.042, 1.053] | Over the past fourteen weeks, gasoline retail prices have exhibited a pronounced downward trajectory. This decline has been primarily driven by lower crude oil benchmark costs, as global supply has remained robust. Concurrently, refinery operations have run smoothly, contributing to ample gasoline inventories that have... | {'past': {'direction': 'falling', 'severity': 'pronounced', 'slope_z': -3.0528544515443614}, 'fluctuation': {'volatility_level': 'low', 'smoothness': 'smooth', 'vol_z': np.float64(0.32226358306954966), 'r2': np.float64(0.8961461830388812), 'diff_z': np.float64(0.3496623452702298)}, 'near_term': {'direction': 'steady', ... |
[1.104, 1.096, 1.096, 1.097, 1.092, 1.097, 1.088, 1.077, 1.072, 1.065, 1.058, 1.053, 1.046, 1.042] | [1.053, 1.053, 1.059] | Over the past fourteen weeks, gasoline retail prices have experienced a pronounced decline. This downward trajectory has been primarily driven by lower crude oil benchmark costs and improved refinery operations, which have bolstered fuel supplies. Concurrently, inventory levels have remained robust, further alleviating... | {'past': {'direction': 'falling', 'severity': 'pronounced', 'slope_z': -2.973075524884475}, 'fluctuation': {'volatility_level': 'low', 'smoothness': 'smooth', 'vol_z': np.float64(0.24492390562478236), 'r2': np.float64(0.9340728137918541), 'diff_z': np.float64(0.26478682333658454)}, 'near_term': {'direction': 'steady', ... |
[1.096, 1.097, 1.092, 1.097, 1.088, 1.077, 1.072, 1.065, 1.058, 1.053, 1.046, 1.042, 1.053, 1.053] | [1.059, 1.063, 1.058] | Over the past fourteen weeks, gasoline retail prices have experienced a pronounced decline. This sustained downward trend has been primarily driven by lower crude oil benchmark costs and improved refinery output, which has bolstered supply. Concurrently, fuel inventories have remained ample, further alleviating price p... | {'past': {'direction': 'falling', 'severity': 'pronounced', 'slope_z': -2.3004264432525887}, 'fluctuation': {'volatility_level': 'low', 'smoothness': 'smooth', 'vol_z': np.float64(0.2501429617008985), 'r2': np.float64(0.8904970773862196), 'diff_z': np.float64(0.22828918012173877)}, 'near_term': {'direction': 'steady', ... |
[1.092, 1.097, 1.088, 1.077, 1.072, 1.065, 1.058, 1.053, 1.046, 1.042, 1.053, 1.053, 1.059, 1.063] | [1.058, 1.055, 1.05] | Over the past fourteen weeks, gasoline retail prices have experienced a pronounced decline. This downward trajectory has been primarily driven by lower crude oil benchmark costs, which have eased significantly. Concurrently, refinery operations have improved seasonally, boosting fuel output. Ample gasoline inventories ... | {'past': {'direction': 'falling', 'severity': 'pronounced', 'slope_z': -2.5567392739732213}, 'fluctuation': {'volatility_level': 'medium', 'smoothness': 'mixed', 'vol_z': np.float64(0.6094673181489083), 'r2': np.float64(0.62854958815946), 'diff_z': np.float64(0.37420525770338087)}, 'near_term': {'direction': 'steady', ... |
[1.088, 1.077, 1.072, 1.065, 1.058, 1.053, 1.046, 1.042, 1.053, 1.053, 1.059, 1.063, 1.058, 1.055] | [1.05, 1.048, 1.037] | Over the past fourteen weeks, gasoline retail prices have followed a moderate downward trajectory. This decline has been primarily driven by lower crude oil benchmark costs, which have eased supply-side pressures. Concurrently, refinery operations have generally improved, contributing to healthier fuel inventories. On ... | {'past': {'direction': 'falling', 'severity': 'moderate', 'slope_z': -1.9116788892582972}, 'fluctuation': {'volatility_level': 'medium', 'smoothness': 'choppy', 'vol_z': np.float64(0.8053596797156775), 'r2': np.float64(0.35139578651072045), 'diff_z': np.float64(0.4886228903898072)}, 'near_term': {'direction': 'falling'... |
[1.072, 1.065, 1.058, 1.053, 1.046, 1.042, 1.053, 1.053, 1.059, 1.063, 1.058, 1.055, 1.05, 1.048] | [1.037, 1.03, 1.015] | Over the past fourteen weeks, gasoline prices have followed a moderate downward trajectory, characterized by a choppy and volatile trading pattern. This decline has been primarily driven by lower crude oil benchmarks, as global supply has remained robust. Concurrently, refinery operations have generally been steady, co... | {'past': {'direction': 'falling', 'severity': 'moderate', 'slope_z': -1.2422584486933395}, 'fluctuation': {'volatility_level': 'medium', 'smoothness': 'choppy', 'vol_z': np.float64(0.9228297797001079), 'r2': np.float64(0.14838519851328258), 'diff_z': np.float64(0.6628821936894852)}, 'near_term': {'direction': 'falling'... |
[1.058, 1.053, 1.046, 1.042, 1.053, 1.053, 1.059, 1.063, 1.058, 1.055, 1.05, 1.048, 1.037, 1.03] | [1.015, 0.996, 0.987] | Over the past fourteen weeks, gasoline retail prices have experienced a moderate decline. This downward trajectory has been primarily driven by lower crude oil benchmark costs, which have eased supply-side pressures. Concurrently, refinery operations have largely stabilized, contributing to adequate fuel inventories. C... | {'past': {'direction': 'falling', 'severity': 'moderate', 'slope_z': -1.4207626213330238}, 'fluctuation': {'volatility_level': 'medium', 'smoothness': 'choppy', 'vol_z': np.float64(0.8977232726060094), 'r2': np.float64(0.1940929263835186), 'diff_z': np.float64(0.6127210741535142)}, 'near_term': {'direction': 'falling',... |
[1.046, 1.042, 1.053, 1.053, 1.059, 1.063, 1.058, 1.055, 1.05, 1.048, 1.037, 1.03, 1.015, 0.996] | [0.987, 0.986, 0.979] | Over the past fourteen weeks, gasoline retail prices have experienced a pronounced downward trajectory. This sustained decline has been primarily driven by lower crude oil benchmarks, which have eased considerably. Concurrently, refinery operations have improved, leading to healthier fuel inventories. Consumer demand h... | {'past': {'direction': 'falling', 'severity': 'pronounced', 'slope_z': -2.170596134823455}, 'fluctuation': {'volatility_level': 'medium', 'smoothness': 'choppy', 'vol_z': np.float64(0.739575789163154), 'r2': np.float64(0.4530276521441018), 'diff_z': np.float64(0.39445338642880184)}, 'near_term': {'direction': 'falling'... |
[1.053, 1.053, 1.059, 1.063, 1.058, 1.055, 1.05, 1.048, 1.037, 1.03, 1.015, 0.996, 0.987, 0.986] | [0.979, 0.977, 0.982] | Over the past fourteen weeks, gasoline retail prices have experienced a pronounced upward trend. This sustained increase has been primarily driven by higher crude oil benchmark costs and tightening regional refinery supplies. Refinery operations have faced challenges, with some maintenance activities and unplanned outa... | {'past': {'direction': 'falling', 'severity': 'pronounced', 'slope_z': -2.8841648551895807}, 'fluctuation': {'volatility_level': 'low', 'smoothness': 'mixed', 'vol_z': np.float64(0.44738482481199626), 'r2': np.float64(0.7998468185329942), 'diff_z': np.float64(0.25057869162442403)}, 'near_term': {'direction': 'steady', ... |
[1.059, 1.063, 1.058, 1.055, 1.05, 1.048, 1.037, 1.03, 1.015, 0.996, 0.987, 0.986, 0.979, 0.977] | [0.982, 0.985, 0.977] | Over the past fourteen weeks, gasoline retail prices have experienced a pronounced decline. This sustained downward trend has been primarily driven by lower crude oil benchmark costs, as global supply has remained robust. Concurrently, refinery operations have run smoothly, bolstering gasoline output and contributing t... | {'past': {'direction': 'falling', 'severity': 'pronounced', 'slope_z': -2.6902545720110527}, 'fluctuation': {'volatility_level': 'low', 'smoothness': 'smooth', 'vol_z': np.float64(0.20974470401976), 'r2': np.float64(0.9405424522515772), 'diff_z': np.float64(0.18678205646540302)}, 'near_term': {'direction': 'steady', 's... |
[1.058, 1.055, 1.05, 1.048, 1.037, 1.03, 1.015, 0.996, 0.987, 0.986, 0.979, 0.977, 0.982, 0.985] | [0.977, 0.971, 0.968] | Over the past fourteen weeks, gasoline retail prices have experienced a pronounced decline. This sustained drop has been primarily driven by lower crude oil benchmark costs, which have fallen significantly. Concurrently, robust refinery operations and ample fuel inventories have further supported the downward pressure ... | {'past': {'direction': 'falling', 'severity': 'pronounced', 'slope_z': -2.4901367534077963}, 'fluctuation': {'volatility_level': 'low', 'smoothness': 'smooth', 'vol_z': np.float64(0.24606188574212212), 'r2': np.float64(0.9078125463873322), 'diff_z': np.float64(0.18108500027701105)}, 'near_term': {'direction': 'steady',... |
[1.05, 1.048, 1.037, 1.03, 1.015, 0.996, 0.987, 0.986, 0.979, 0.977, 0.982, 0.985, 0.977, 0.971] | [0.968, 0.96, 0.949] | Over the past fourteen weeks, gasoline retail prices have experienced a pronounced decline. This sustained downward trend has been primarily driven by lower crude oil benchmarks, as global supply has remained robust. Concurrently, refinery operations have improved seasonally, contributing to healthier fuel inventories.... | {'past': {'direction': 'falling', 'severity': 'pronounced', 'slope_z': -2.971949392523562}, 'fluctuation': {'volatility_level': 'low', 'smoothness': 'mixed', 'vol_z': np.float64(0.38823030530062097), 'r2': np.float64(0.8492772300495008), 'diff_z': np.float64(0.26633959706057514)}, 'near_term': {'direction': 'steady', '... |
[1.037, 1.03, 1.015, 0.996, 0.987, 0.986, 0.979, 0.977, 0.982, 0.985, 0.977, 0.971, 0.968, 0.96] | [0.949, 0.955, 0.963] | Over the past fourteen weeks, gasoline retail prices have experienced a pronounced decline. This downward trajectory has been primarily driven by lower crude oil benchmarks, which have fallen amid improved global supply conditions. Concurrently, domestic refinery operations have generally run at stable rates, contribut... | {'past': {'direction': 'falling', 'severity': 'pronounced', 'slope_z': -2.902855883875701}, 'fluctuation': {'volatility_level': 'low', 'smoothness': 'mixed', 'vol_z': np.float64(0.4356060893149638), 'r2': np.float64(0.8102473349624633), 'diff_z': np.float64(0.32505834257657856)}, 'near_term': {'direction': 'steady', 's... |
[1.015, 0.996, 0.987, 0.986, 0.979, 0.977, 0.982, 0.985, 0.977, 0.971, 0.968, 0.96, 0.949, 0.955] | [0.963, 1.017, 1.056] | Over the past fourteen weeks, gasoline retail prices have undergone a pronounced upward trend. This sustained increase has been primarily driven by a combination of factors, including higher crude oil benchmark costs and robust consumer demand. Refinery operations have faced challenges, with some unplanned maintenance ... | {'past': {'direction': 'falling', 'severity': 'pronounced', 'slope_z': -2.9741054093455412}, 'fluctuation': {'volatility_level': 'low', 'smoothness': 'smooth', 'vol_z': np.float64(0.3866394927932434), 'r2': np.float64(0.8505099026342023), 'diff_z': np.float64(0.41376054296873505)}, 'near_term': {'direction': 'rising', ... |
[0.987, 0.986, 0.979, 0.977, 0.982, 0.985, 0.977, 0.971, 0.968, 0.96, 0.949, 0.955, 0.963, 1.017] | [1.056, 1.121, 1.158] | Over the past fourteen weeks, gasoline prices have experienced a period of relative stability, characterized by moderate volatility. This choppy but mild trend has been primarily influenced by balanced market fundamentals. Crude oil benchmarks have shown steadiness, while refinery operations have proceeded without majo... | {'past': {'direction': 'steady', 'severity': 'mild', 'slope_z': -0.7758267262879959}, 'fluctuation': {'volatility_level': 'medium', 'smoothness': 'choppy', 'vol_z': np.float64(0.9706308857119755), 'r2': np.float64(0.0578756838402098), 'diff_z': np.float64(0.5765367422989788)}, 'near_term': {'direction': 'rising', 'seve... |
[0.979, 0.977, 0.982, 0.985, 0.977, 0.971, 0.968, 0.96, 0.949, 0.955, 0.963, 1.017, 1.056, 1.121] | [1.158, 1.179, 1.175] | Over the past fourteen weeks, gasoline retail prices have followed a moderately rising trajectory, marked by a choppy pattern of medium volatility. The primary market drivers have included fluctuating global crude oil benchmarks, which have experienced their own periods of instability. Domestic refinery operations have... | {'past': {'direction': 'rising', 'severity': 'moderate', 'slope_z': 1.7145366533662973}, 'fluctuation': {'volatility_level': 'medium', 'smoothness': 'choppy', 'vol_z': np.float64(0.8469608600415118), 'r2': np.float64(0.2826573015512225), 'diff_z': np.float64(0.37381171177236416)}, 'near_term': {'direction': 'rising', '... |
[0.982, 0.985, 0.977, 0.971, 0.968, 0.96, 0.949, 0.955, 0.963, 1.017, 1.056, 1.121, 1.158, 1.179] | [1.175, 1.171, 1.176] | Over the past fourteen weeks, gasoline retail prices have exhibited a pronounced upward trend. This sustained increase has been primarily driven by a combination of factors in the physical market. Global crude oil benchmarks have generally firmed, while refinery operations have faced intermittent challenges. Regional i... | {'past': {'direction': 'rising', 'severity': 'pronounced', 'slope_z': 2.47772251401742}, 'fluctuation': {'volatility_level': 'medium', 'smoothness': 'choppy', 'vol_z': np.float64(0.6400789572131644), 'r2': np.float64(0.5902989285271955), 'diff_z': np.float64(0.2712687652709513)}, 'near_term': {'direction': 'steady', 's... |
[0.977, 0.971, 0.968, 0.96, 0.949, 0.955, 0.963, 1.017, 1.056, 1.121, 1.158, 1.179, 1.175, 1.171] | [1.176, 1.18, 1.18] | Over the past fourteen weeks, gasoline retail prices have undergone a pronounced upward trend. This sustained increase has been primarily driven by a significant and prolonged rally in key global crude oil benchmarks. The market has also contended with unplanned refinery outages and lower-than-average utilization rates... | {'past': {'direction': 'rising', 'severity': 'pronounced', 'slope_z': 2.8704607045757538}, 'fluctuation': {'volatility_level': 'low', 'smoothness': 'mixed', 'vol_z': np.float64(0.44011604628575396), 'r2': np.float64(0.8035407654474778), 'diff_z': np.float64(0.2218052949736224)}, 'near_term': {'direction': 'steady', 'se... |
[0.968, 0.96, 0.949, 0.955, 0.963, 1.017, 1.056, 1.121, 1.158, 1.179, 1.175, 1.171, 1.176, 1.18] | [1.18, 1.166, 1.151] | Over the past fourteen weeks, gasoline retail prices have experienced a pronounced upward trend. This sustained increase has been primarily driven by a significant and steady rise in global crude oil benchmarks. Concurrently, refinery operations have faced constraints, contributing to tighter fuel supplies. Market anal... | {'past': {'direction': 'rising', 'severity': 'pronounced', 'slope_z': 2.2168335137941018}, 'fluctuation': {'volatility_level': 'low', 'smoothness': 'smooth', 'vol_z': np.float64(0.2583091033841224), 'r2': np.float64(0.8762676191284978), 'diff_z': np.float64(0.1550687485042478)}, 'near_term': {'direction': 'steady', 'se... |
[0.949, 0.955, 0.963, 1.017, 1.056, 1.121, 1.158, 1.179, 1.175, 1.171, 1.176, 1.18, 1.18, 1.166] | [1.151, 1.152, 1.148] | Over the past fourteen weeks, gasoline retail prices have experienced a pronounced upward trend. This sustained increase has been primarily driven by a significant and prolonged rally in key global crude oil benchmarks, which has elevated input costs for refineries. Concurrently, refinery operations have faced intermit... | {'past': {'direction': 'rising', 'severity': 'pronounced', 'slope_z': 2.8761166772452786}, 'fluctuation': {'volatility_level': 'low', 'smoothness': 'mixed', 'vol_z': np.float64(0.4523393104654974), 'r2': np.float64(0.7953891482048621), 'diff_z': np.float64(0.22160362556205496)}, 'near_term': {'direction': 'steady', 'se... |
[0.963, 1.017, 1.056, 1.121, 1.158, 1.179, 1.175, 1.171, 1.176, 1.18, 1.18, 1.166, 1.151, 1.152] | [1.148, 1.163, 1.153] | Over the past fourteen weeks, gasoline retail prices have experienced a pronounced upward trend. This sustained increase has been primarily driven by a combination of factors, including persistently high crude oil benchmarks and strong underlying demand. Refinery operations have faced intermittent challenges, contribut... | {'past': {'direction': 'rising', 'severity': 'pronounced', 'slope_z': 2.3242840316808873}, 'fluctuation': {'volatility_level': 'medium', 'smoothness': 'choppy', 'vol_z': np.float64(0.6932160099965108), 'r2': np.float64(0.5194515634778226), 'diff_z': np.float64(0.3030329378585027)}, 'near_term': {'direction': 'steady', ... |
[1.056, 1.121, 1.158, 1.179, 1.175, 1.171, 1.176, 1.18, 1.18, 1.166, 1.151, 1.152, 1.148, 1.163] | [1.153, 1.165, 1.182] | Over the past fourteen weeks, gasoline retail prices have followed a moderately rising trajectory. This upward movement has been primarily driven by a combination of factors, including firming global crude oil benchmarks and tightening regional fuel inventories. Refinery operations have faced intermittent challenges, c... | {'past': {'direction': 'rising', 'severity': 'moderate', 'slope_z': 1.2799644503739067}, 'fluctuation': {'volatility_level': 'medium', 'smoothness': 'choppy', 'vol_z': np.float64(0.9178618027537014), 'r2': np.float64(0.1575297110522753), 'diff_z': np.float64(0.45737709805660764)}, 'near_term': {'direction': 'steady', '... |
[1.158, 1.179, 1.175, 1.171, 1.176, 1.18, 1.18, 1.166, 1.151, 1.152, 1.148, 1.163, 1.153, 1.165] | [1.182, 1.208, 1.232] | Over the past fourteen weeks, gasoline retail prices have followed a moderately declining trajectory. This downward trend has been characterized by a choppy, medium-volatility pattern, reflecting a complex interplay of market fundamentals. The decline was largely influenced by lower crude oil benchmarks and improved re... | {'past': {'direction': 'falling', 'severity': 'moderate', 'slope_z': -1.1478911061225898}, 'fluctuation': {'volatility_level': 'medium', 'smoothness': 'choppy', 'vol_z': np.float64(0.5510616811814397), 'r2': np.float64(0.2943944440979004), 'diff_z': np.float64(0.4917691824658003)}, 'near_term': {'direction': 'rising', ... |
[1.175, 1.171, 1.176, 1.18, 1.18, 1.166, 1.151, 1.152, 1.148, 1.163, 1.153, 1.165, 1.182, 1.208] | [1.232, 1.234, 1.246] | Over the past fourteen weeks, gasoline prices have exhibited a generally steady overall trend, though with a medium level of volatility creating a choppy trading pattern. This market behavior has been primarily driven by fluctuating global crude benchmarks and shifting domestic refinery output. Recent weeks have seen a... | {'past': {'direction': 'steady', 'severity': 'mild', 'slope_z': 0.20779342650978025}, 'fluctuation': {'volatility_level': 'medium', 'smoothness': 'choppy', 'vol_z': np.float64(0.9105087821009128), 'r2': np.float64(0.004983018623272217), 'diff_z': np.float64(0.5729787722307884)}, 'near_term': {'direction': 'rising', 'se... |
[1.176, 1.18, 1.18, 1.166, 1.151, 1.152, 1.148, 1.163, 1.153, 1.165, 1.182, 1.208, 1.232, 1.234] | [1.246, 1.275, 1.273] | Over the past fourteen weeks, gasoline retail prices have experienced a moderate upward trend. This movement has largely been driven by a combination of factors, including firming global crude oil benchmarks and robust consumer demand. Refinery operations have faced intermittent challenges, contributing to a choppy pri... | {'past': {'direction': 'rising', 'severity': 'moderate', 'slope_z': 1.859589504645855}, 'fluctuation': {'volatility_level': 'medium', 'smoothness': 'choppy', 'vol_z': np.float64(0.8170024287606984), 'r2': np.float64(0.33250703141414006), 'diff_z': np.float64(0.4054828720003318)}, 'near_term': {'direction': 'rising', 's... |
[1.18, 1.166, 1.151, 1.152, 1.148, 1.163, 1.153, 1.165, 1.182, 1.208, 1.232, 1.234, 1.246, 1.275] | [1.273, 1.273, 1.282] | Over the past fourteen weeks, gasoline retail prices have exhibited a pronounced upward trend. This sustained increase has been primarily driven by higher crude oil benchmarks and tightening regional refinery supplies. Operational challenges at some facilities have coincided with a seasonal drawdown in gasoline invento... | {'past': {'direction': 'rising', 'severity': 'pronounced', 'slope_z': 2.697328351276006}, 'fluctuation': {'volatility_level': 'medium', 'smoothness': 'mixed', 'vol_z': np.float64(0.5481103697182463), 'r2': np.float64(0.6995750226056723), 'diff_z': np.float64(0.34672351734542395)}, 'near_term': {'direction': 'steady', '... |
[1.151, 1.152, 1.148, 1.163, 1.153, 1.165, 1.182, 1.208, 1.232, 1.234, 1.246, 1.275, 1.273, 1.273] | [1.282, 1.29, 1.307] | Over the past fourteen weeks, gasoline retail prices have undergone a pronounced and sustained upward trajectory. This trend has been primarily driven by a confluence of market factors. Global crude benchmarks have experienced significant upward pressure, while refinery operations have been impacted by both planned sea... | {'past': {'direction': 'rising', 'severity': 'pronounced', 'slope_z': 2.390984722462812}, 'fluctuation': {'volatility_level': 'low', 'smoothness': 'smooth', 'vol_z': np.float64(0.20815961727497037), 'r2': np.float64(0.926933036498594), 'diff_z': np.float64(0.1880028542221673)}, 'near_term': {'direction': 'steady', 'sev... |
[1.148, 1.163, 1.153, 1.165, 1.182, 1.208, 1.232, 1.234, 1.246, 1.275, 1.273, 1.273, 1.282, 1.29] | [1.307, 1.302, 1.296] | Over the past fourteen weeks, gasoline retail prices have experienced a pronounced upward trend. This sustained increase has been primarily driven by a significant and persistent rally in global crude oil benchmarks, which has elevated feedstock costs for refiners. Concurrently, refinery operations have faced intermitt... | {'past': {'direction': 'rising', 'severity': 'pronounced', 'slope_z': 2.3599764594961723}, 'fluctuation': {'volatility_level': 'low', 'smoothness': 'smooth', 'vol_z': np.float64(0.1624817192032778), 'r2': np.float64(0.9530183493404625), 'diff_z': np.float64(0.18929072877676323)}, 'near_term': {'direction': 'steady', 's... |
[1.153, 1.165, 1.182, 1.208, 1.232, 1.234, 1.246, 1.275, 1.273, 1.273, 1.282, 1.29, 1.307, 1.302] | [1.296, 1.29, 1.277] | Over the past fourteen weeks, gasoline retail prices have experienced a pronounced upward trend. This sustained increase has been primarily driven by higher crude oil benchmarks and robust consumer demand. Refinery operations have faced some constraints, contributing to tighter fuel inventories. Despite these pressures... | {'past': {'direction': 'rising', 'severity': 'pronounced', 'slope_z': 3.121632929522622}, 'fluctuation': {'volatility_level': 'low', 'smoothness': 'smooth', 'vol_z': np.float64(0.25103781757958293), 'r2': np.float64(0.9369800141441856), 'diff_z': np.float64(0.25653869004505375)}, 'near_term': {'direction': 'steady', 's... |
[1.182, 1.208, 1.232, 1.234, 1.246, 1.275, 1.273, 1.273, 1.282, 1.29, 1.307, 1.302, 1.296, 1.29] | [1.277, 1.277, 1.271] | Over the past fourteen weeks, gasoline retail prices have undergone a pronounced upward trend. This sustained increase has been primarily driven by a firming of global crude oil benchmarks, which have faced upward pressure. Refinery operations have been a significant factor, with planned and unplanned maintenance in so... | {'past': {'direction': 'rising', 'severity': 'pronounced', 'slope_z': 2.893758069721908}, 'fluctuation': {'volatility_level': 'low', 'smoothness': 'mixed', 'vol_z': np.float64(0.3879781845473048), 'r2': np.float64(0.8424960692614589), 'diff_z': np.float64(0.3030020027105413)}, 'near_term': {'direction': 'steady', 'seve... |
[1.232, 1.234, 1.246, 1.275, 1.273, 1.273, 1.282, 1.29, 1.307, 1.302, 1.296, 1.29, 1.277, 1.277] | [1.271, 1.274, 1.292] | Over the past fourteen weeks, gasoline retail prices have exhibited a pronounced upward trend. This sustained increase has been primarily driven by a confluence of market factors. Global crude benchmarks have experienced significant upward pressure, while refinery operations have faced intermittent disruptions. Concurr... | {'past': {'direction': 'rising', 'severity': 'pronounced', 'slope_z': 2.358263728576222}, 'fluctuation': {'volatility_level': 'medium', 'smoothness': 'choppy', 'vol_z': np.float64(0.6820918183141917), 'r2': np.float64(0.5347507514131828), 'diff_z': np.float64(0.37287699455068124)}, 'near_term': {'direction': 'steady', ... |
[1.246, 1.275, 1.273, 1.273, 1.282, 1.29, 1.307, 1.302, 1.296, 1.29, 1.277, 1.277, 1.271, 1.274] | [1.292, 1.309, 1.315] | Over the past fourteen weeks, gasoline prices have demonstrated a generally steady trajectory, punctuated by a period of medium volatility and choppy trading conditions. This price action has been primarily driven by fluctuating global crude benchmarks and shifting domestic refinery output. Refinery operations have bee... | {'past': {'direction': 'steady', 'severity': 'mild', 'slope_z': 0.8424805717682097}, 'fluctuation': {'volatility_level': 'medium', 'smoothness': 'choppy', 'vol_z': np.float64(0.9652733015132956), 'r2': np.float64(0.06824745356289708), 'diff_z': np.float64(0.5398044853435083)}, 'near_term': {'direction': 'rising', 'seve... |
[1.273, 1.273, 1.282, 1.29, 1.307, 1.302, 1.296, 1.29, 1.277, 1.277, 1.271, 1.274, 1.292, 1.309] | [1.315, 1.313, 1.315] | Over the past fourteen weeks, gasoline retail prices have exhibited a generally steady trend, punctuated by a period of medium volatility. This choppy price action has been primarily driven by fluctuating global crude benchmarks and shifting domestic refinery operations. Refinery output has been influenced by seasonal ... | {'past': {'direction': 'steady', 'severity': 'mild', 'slope_z': 0.422213696165928}, 'fluctuation': {'volatility_level': 'medium', 'smoothness': 'choppy', 'vol_z': np.float64(0.7702920151513101), 'r2': np.float64(0.028077104784312246), 'diff_z': np.float64(0.5094056085245149)}, 'near_term': {'direction': 'rising', 'seve... |
[1.282, 1.29, 1.307, 1.302, 1.296, 1.29, 1.277, 1.277, 1.271, 1.274, 1.292, 1.309, 1.315, 1.313] | [1.315, 1.31, 1.314] | Over the past fourteen weeks, gasoline prices have demonstrated a generally stable trend, punctuated by a period of moderate volatility. This price action has been primarily driven by fluctuating crude oil benchmarks, which have experienced their own choppy trading conditions. Refinery operations have been largely cons... | {'past': {'direction': 'steady', 'severity': 'mild', 'slope_z': 0.6318188950710626}, 'fluctuation': {'volatility_level': 'medium', 'smoothness': 'choppy', 'vol_z': np.float64(0.6675705392983275), 'r2': np.float64(0.0793004224484617), 'diff_z': np.float64(0.39654127066219)}, 'near_term': {'direction': 'steady', 'severit... |
[1.307, 1.302, 1.296, 1.29, 1.277, 1.277, 1.271, 1.274, 1.292, 1.309, 1.315, 1.313, 1.315, 1.31] | [1.314, 1.312, 1.304] | Over the past fourteen weeks, gasoline retail prices have experienced a moderate upward trend. This movement has been primarily driven by a combination of factors, including fluctuating global crude oil benchmarks and periods of heightened demand. Refinery operations have faced intermittent challenges, contributing to ... | {'past': {'direction': 'rising', 'severity': 'moderate', 'slope_z': 1.106935692064071}, 'fluctuation': {'volatility_level': 'medium', 'smoothness': 'choppy', 'vol_z': np.float64(0.7696591568744447), 'r2': np.float64(0.1658956340615776), 'diff_z': np.float64(0.3694134005549383)}, 'near_term': {'direction': 'steady', 'se... |
[1.296, 1.29, 1.277, 1.277, 1.271, 1.274, 1.292, 1.309, 1.315, 1.313, 1.315, 1.31, 1.314, 1.312] | [1.304, 1.318, 1.354] | Over the past fourteen weeks, gasoline retail prices have experienced a pronounced decline. This downward trend has been primarily driven by lower crude oil benchmark costs and improved refinery operational rates, which have bolstered fuel supplies. Concurrently, inventory levels have remained ample, further alleviatin... | {'past': {'direction': 'rising', 'severity': 'pronounced', 'slope_z': 2.2242135757679047}, 'fluctuation': {'volatility_level': 'medium', 'smoothness': 'choppy', 'vol_z': np.float64(0.6192971010442193), 'r2': np.float64(0.5536282497402314), 'diff_z': np.float64(0.3631873320054451)}, 'near_term': {'direction': 'steady', ... |
[1.277, 1.277, 1.271, 1.274, 1.292, 1.309, 1.315, 1.313, 1.315, 1.31, 1.314, 1.312, 1.304, 1.318] | [1.354, 1.355, 1.364] | Over the past fourteen weeks, gasoline retail prices have exhibited a pronounced upward trend. This sustained increase has been primarily driven by a confluence of market factors. Global crude oil benchmarks have experienced significant upward pressure, while refinery operations have faced intermittent disruptions. The... | {'past': {'direction': 'rising', 'severity': 'pronounced', 'slope_z': 2.640177403111554}, 'fluctuation': {'volatility_level': 'medium', 'smoothness': 'mixed', 'vol_z': np.float64(0.5742439242240488), 'r2': np.float64(0.6702439155333737), 'diff_z': np.float64(0.3901645325151734)}, 'near_term': {'direction': 'rising', 's... |
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