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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 3 new columns ({'id', 'vega_code', 'category'}) and 1 missing columns ({'Unnamed: 0'}).
This happened while the csv dataset builder was generating data using
hf://datasets/Saaransh27/Combined_train_data_v1/vega_train_data_1.csv (at revision 62875455e61d713388834100d4242f67f8acd344), ['hf://datasets/Saaransh27/Combined_train_data_v1@62875455e61d713388834100d4242f67f8acd344/Combined_train_data.csv', 'hf://datasets/Saaransh27/Combined_train_data_v1@62875455e61d713388834100d4242f67f8acd344/Combined_train_data_shuffled.csv', 'hf://datasets/Saaransh27/Combined_train_data_v1@62875455e61d713388834100d4242f67f8acd344/Combined_train_data_shuffled_with_plot.csv', 'hf://datasets/Saaransh27/Combined_train_data_v1@62875455e61d713388834100d4242f67f8acd344/vega_train_data_1.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 1837, in _prepare_split_single
writer.write_table(table)
File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 765, in write_table
self._write_table(pa_table, writer_batch_size=writer_batch_size)
File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 773, in _write_table
pa_table = table_cast(pa_table, self._schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2369, in table_cast
return cast_table_to_schema(table, schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2297, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
id: int64
category: string
question: string
vega_code: string
train_code: string
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 833
to
{'Unnamed: 0': Value('int64'), 'question': Value('string'), 'train_code': 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 1361, in compute_config_parquet_and_info_response
parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 940, in stream_convert_to_parquet
builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1683, 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 1839, 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 3 new columns ({'id', 'vega_code', 'category'}) and 1 missing columns ({'Unnamed: 0'}).
This happened while the csv dataset builder was generating data using
hf://datasets/Saaransh27/Combined_train_data_v1/vega_train_data_1.csv (at revision 62875455e61d713388834100d4242f67f8acd344), ['hf://datasets/Saaransh27/Combined_train_data_v1@62875455e61d713388834100d4242f67f8acd344/Combined_train_data.csv', 'hf://datasets/Saaransh27/Combined_train_data_v1@62875455e61d713388834100d4242f67f8acd344/Combined_train_data_shuffled.csv', 'hf://datasets/Saaransh27/Combined_train_data_v1@62875455e61d713388834100d4242f67f8acd344/Combined_train_data_shuffled_with_plot.csv', 'hf://datasets/Saaransh27/Combined_train_data_v1@62875455e61d713388834100d4242f67f8acd344/vega_train_data_1.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.
Unnamed: 0 int64 | question string | train_code string |
|---|---|---|
0 | Determine which city was granted the 4th lowest NCAP funding considering its average PM10 concentration in 2021 (FY 2020-21). | <text_pipeline>
[{'op': 'FILTER', 'params': {'field': 'year', 'value': 2021}}, {'op': 'AGG', 'params': {'by': 'city', 'fn': 'mean', 'col': 'PM10'}}, {'op': 'JOIN', 'params': {'on': 'city', 'source': 'ncap'}}, {'op': 'COMPUTE', 'params': {'new_col': 'funding_per_pm', 'numerator': 'fy2021_fund', 'denominator': 'PM10'}}, ... |
1 | Report the station that had the highest average PM10 in April 2019. | <text_pipeline>
[{'op': 'FILTER', 'params': {'field': 'year', 'value': 2019}}, {'op': 'FILTER', 'params': {'field': 'month', 'value': 4}}, {'op': 'AGG', 'params': {'by': 'station', 'fn': 'mean', 'col': 'PM10'}}, {'op': 'DROPNA', 'params': {'col': 'PM10'}}, {'op': 'SORT', 'params': {'col': 'PM10', 'ascending': True}}, {... |
2 | Which state possessed the 2nd lowest 75th percentile for PM2.5 in the Monsoon season of 2024? | <text_pipeline>
[{'op': 'FILTER', 'params': {'field': 'year', 'value': 2024}}, {'op': 'FILTER', 'params': {'field': 'season', 'value': 'summer', 'months': [6, 7, 8]}}, {'op': 'AGG', 'params': {'by': 'state', 'fn': 'q75', 'col': 'PM2.5'}}, {'op': 'SORT', 'params': {'col': 'PM2.5', 'ascending': True}}, {'op': 'SELECT', '... |
3 | Identify the station with the second-highest average PM10 concentration on January 5, 2022. | <text_pipeline>
[{'op': 'FILTER', 'params': {'field': 'year', 'value': 2022}}, {'op': 'FILTER', 'params': {'field': 'month', 'value': 1}}, {'op': 'AGG', 'params': {'by': 'station', 'fn': 'mean', 'col': 'PM10'}}, {'op': 'SORT', 'params': {'col': 'PM10', 'ascending': True}}, {'op': 'SELECT', 'params': {'mode': 'rank', 'r... |
4 | In May 2022, report the station with the highest average PM2.5. | <text_pipeline>
[{'op': 'FILTER', 'params': {'field': 'year', 'value': 2022}}, {'op': 'FILTER', 'params': {'field': 'month', 'value': 5}}, {'op': 'AGG', 'params': {'by': 'station', 'fn': 'mean', 'col': 'PM2.5'}}, {'op': 'DROPNA', 'params': {'col': 'PM2.5'}}, {'op': 'SORT', 'params': {'col': 'PM2.5', 'ascending': True}}... |
5 | How many times did Chandigarh go above 45 µg/m³ of PM2.5 in 2017? | <text_pipeline>
[{'op': 'FILTER', 'params': {'field': 'year', 'value': 2017}}, {'op': 'DROPNA', 'params': {'col': 'PM2.5'}}, {'op': 'FILTER', 'params': {'field': 'PM2.5', 'comparison': 'gt', 'value': 45.0}}, {'op': 'COUNT_UNIQUE', 'params': {'col': 'Timestamp'}}, {'op': 'SELECT', 'params': {'mode': 'scalar', 'ret': 'co... |
6 | Which city with NCAP funding shows the 3rd lowest PM10 concentration? | <text_pipeline>
[{'op': 'AGG', 'params': {'by': 'city', 'fn': 'mean', 'col': 'PM10'}}, {'op': 'SORT', 'params': {'col': 'PM10', 'ascending': True}}]
</text_pipeline> |
7 | For November 2020 compared to November 2019, which city registered the highest increase in average PM10 levels? | <text_pipeline>
[{'op': 'FILTER', 'params': {'field': 'year', 'value': 2020}}, {'op': 'PIVOT_DIFF', 'params': {'index': 'state', 'col_source': 'month', 'month_a': 10, 'month_b': 12, 'new_col': 'diff'}}, {'op': 'DROPNA', 'params': {'col': 'diff'}}, {'op': 'SORT', 'params': {'col': 'diff', 'ascending': True}}]
</text_pip... |
8 | Comparing December 2018 to October 2018, which state showed the third least significant drop in median PM2.5 levels? | <text_pipeline>
[{'op': 'FILTER', 'params': {'field': 'year', 'value': 2018}}, {'op': 'OR_FILTER', 'params': {'field': 'month', 'values': [10, 12]}}, {'op': 'PIVOT_DIFF', 'params': {'index': 'state', 'col_source': 'month', 'month_a': 10, 'month_b': 12, 'new_col': 'diff'}}, {'op': 'DROPNA', 'params': {'col': 'diff'}}, {... |
9 | Taking all years into account, which September was associated with the third-highest average PM10 levels? | <text_pipeline>
[{'op': 'SORT', 'params': {'col': 'PM10', 'ascending': True}}, {'op': 'SELECT', 'params': {'mode': 'rank', 'rank': -3, 'ret': 'Timestamp'}}]
</text_pipeline> |
10 | How many stations in Tamil Nadu went above 75 µg/m³ of PM2.5 in the year 2017? | <text_pipeline>
[{'op': 'FILTER', 'params': {'field': 'year', 'value': 2017}}, {'op': 'DROPNA', 'params': {'col': 'PM2.5'}}, {'op': 'FILTER', 'params': {'field': 'PM2.5', 'comparison': 'gt', 'value': 75.0}}, {'op': 'COUNT_UNIQUE', 'params': {'col': 'station'}}, {'op': 'SELECT', 'params': {'mode': 'scalar', 'ret': 'coun... |
11 | Identify the station that registered the second highest median PM10 level overall. | <text_pipeline>
[{'op': 'AGG', 'params': {'by': 'station', 'fn': 'median', 'col': 'PM10'}}, {'op': 'DROPNA', 'params': {'col': 'PM10'}}, {'op': 'SORT', 'params': {'col': 'PM10', 'ascending': True}}, {'op': 'SELECT', 'params': {'mode': 'rank', 'rank': -2, 'ret': 'station'}}]
</text_pipeline> |
12 | What number of Odisha stations surpassed 90 µg/m³ of PM10 in 2020? | <text_pipeline>
[{'op': 'FILTER', 'params': {'field': 'year', 'value': 2020}}, {'op': 'DROPNA', 'params': {'col': 'PM10'}}, {'op': 'FILTER', 'params': {'field': 'PM10', 'comparison': 'gt', 'value': 90.0}}, {'op': 'COUNT_UNIQUE', 'params': {'col': 'station'}}, {'op': 'SELECT', 'params': {'mode': 'scalar', 'ret': 'count'... |
13 | Determine the station exhibiting the 2nd highest average PM2.5 over the Monsoon season of 2024. | <text_pipeline>
[{'op': 'FILTER', 'params': {'field': 'year', 'value': 2024}}, {'op': 'FILTER', 'params': {'field': 'season', 'value': 'summer', 'months': [6, 7, 8]}}, {'op': 'AGG', 'params': {'by': 'station', 'fn': 'mean', 'col': 'PM2.5'}}, {'op': 'SORT', 'params': {'col': 'PM2.5', 'ascending': True}}, {'op': 'SELECT'... |
14 | In December 2023, which state registered the highest average PM10? | <text_pipeline>
[{'op': 'FILTER', 'params': {'field': 'year', 'value': 2023}}, {'op': 'FILTER', 'params': {'field': 'month', 'value': 12}}, {'op': 'AGG', 'params': {'by': 'state', 'fn': 'mean', 'col': 'PM10'}}, {'op': 'DROPNA', 'params': {'col': 'PM10'}}, {'op': 'SORT', 'params': {'col': 'PM10', 'ascending': True}}, {'... |
15 | Identify the station that showed the second lowest 25th percentile of PM2.5 during the Monsoon season of 2023. | <text_pipeline>
[{'op': 'FILTER', 'params': {'field': 'year', 'value': 2023}}, {'op': 'FILTER', 'params': {'field': 'season', 'value': 'summer', 'months': [6, 7, 8]}}, {'op': 'AGG', 'params': {'by': 'station', 'fn': 'q25', 'col': 'PM2.5'}}, {'op': 'SORT', 'params': {'col': 'PM2.5', 'ascending': True}}, {'op': 'SELECT',... |
16 | Which state with NCAP funding exhibits the 2nd highest PM10 concentration? | <text_pipeline>
[{'op': 'AGG', 'params': {'by': 'state', 'fn': 'mean', 'col': 'PM10'}}, {'op': 'SORT', 'params': {'col': 'PM10', 'ascending': False}}]
</text_pipeline> |
17 | Which station showed the highest 75th percentile for PM10 on March 31, 2020? | <text_pipeline>
[{'op': 'FILTER', 'params': {'field': 'year', 'value': 2020}}, {'op': 'AGG', 'params': {'by': 'station', 'fn': 'q75', 'col': 'PM10'}}, {'op': 'SORT', 'params': {'col': 'PM10', 'ascending': True}}, {'op': 'SELECT', 'params': {'mode': 'rank', 'rank': -1, 'ret': 'station'}}]
</text_pipeline> |
18 | Report the station that had the 3rd lowest 25th percentile of PM2.5 in April 2024. | <text_pipeline>
[{'op': 'FILTER', 'params': {'field': 'year', 'value': 2024}}, {'op': 'FILTER', 'params': {'field': 'month', 'value': 4}}, {'op': 'AGG', 'params': {'by': 'station', 'fn': 'q25', 'col': 'PM2.5'}}, {'op': 'DROPNA', 'params': {'col': 'PM2.5'}}, {'op': 'SORT', 'params': {'col': 'PM2.5', 'ascending': True}},... |
19 | Which city had the 2nd highest average PM2.5 in April 2019? | <text_pipeline>
[{'op': 'FILTER', 'params': {'field': 'year', 'value': 2019}}, {'op': 'FILTER', 'params': {'field': 'month', 'value': 4}}, {'op': 'AGG', 'params': {'by': 'city', 'fn': 'mean', 'col': 'PM2.5'}}, {'op': 'DROPNA', 'params': {'col': 'PM2.5'}}, {'op': 'SORT', 'params': {'col': 'PM2.5', 'ascending': True}}, {... |
20 | Considering all years, which March had the highest 25th percentile for PM2.5 levels? | <text_pipeline>
[{'op': 'SORT', 'params': {'col': 'PM2.5', 'ascending': True}}, {'op': 'SELECT', 'params': {'mode': 'rank', 'rank': -1, 'ret': 'Timestamp'}}]
</text_pipeline> |
21 | How many times did Madhya Pradesh go above the Indian guideline for PM2.5 in the year 2022? | <text_pipeline>
[{'op': 'FILTER', 'params': {'field': 'year', 'value': 2022}}, {'op': 'DROPNA', 'params': {'col': 'PM2.5'}}, {'op': 'FILTER', 'params': {'field': 'PM2.5', 'comparison': 'gt', 'value': 60.0}}, {'op': 'COUNT_UNIQUE', 'params': {'col': 'Timestamp'}}, {'op': 'SELECT', 'params': {'mode': 'scalar', 'ret': 'co... |
22 | How many times did Bangalore city exceed 30 µg/m³ of PM2.5 in the year 2023? | <text_pipeline>
[{'op': 'FILTER', 'params': {'field': 'year', 'value': 2023}}, {'op': 'DROPNA', 'params': {'col': 'PM2.5'}}, {'op': 'FILTER', 'params': {'field': 'PM2.5', 'comparison': 'gt', 'value': 30.0}}, {'op': 'COUNT_UNIQUE', 'params': {'col': 'Timestamp'}}, {'op': 'SELECT', 'params': {'mode': 'scalar', 'ret': 'co... |
23 | On January 5, 2019, which city experienced the third-highest average PM10 reading? | <text_pipeline>
[{'op': 'FILTER', 'params': {'field': 'year', 'value': 2019}}, {'op': 'FILTER', 'params': {'field': 'month', 'value': 1}}, {'op': 'AGG', 'params': {'by': 'city', 'fn': 'mean', 'col': 'PM10'}}, {'op': 'SORT', 'params': {'col': 'PM10', 'ascending': True}}, {'op': 'SELECT', 'params': {'mode': 'rank', 'rank... |
24 | Report the state with the 3rd lowest average PM2.5 in November 2024. | <text_pipeline>
[{'op': 'FILTER', 'params': {'field': 'year', 'value': 2024}}, {'op': 'FILTER', 'params': {'field': 'month', 'value': 11}}, {'op': 'AGG', 'params': {'by': 'state', 'fn': 'mean', 'col': 'PM2.5'}}, {'op': 'DROPNA', 'params': {'col': 'PM2.5'}}, {'op': 'SORT', 'params': {'col': 'PM2.5', 'ascending': True}},... |
25 | Determine the city with the lowest average PM2.5 in May 2020. | <text_pipeline>
[{'op': 'FILTER', 'params': {'field': 'year', 'value': 2020}}, {'op': 'FILTER', 'params': {'field': 'month', 'value': 5}}, {'op': 'AGG', 'params': {'by': 'city', 'fn': 'mean', 'col': 'PM2.5'}}, {'op': 'DROPNA', 'params': {'col': 'PM2.5'}}, {'op': 'SORT', 'params': {'col': 'PM2.5', 'ascending': True}}, {... |
26 | Which city registered the 2nd lowest 75th percentile of PM10 during November 2024? | <text_pipeline>
[{'op': 'FILTER', 'params': {'field': 'year', 'value': 2024}}, {'op': 'FILTER', 'params': {'field': 'month', 'value': 11}}, {'op': 'AGG', 'params': {'by': 'city', 'fn': 'q75', 'col': 'PM10'}}, {'op': 'DROPNA', 'params': {'col': 'PM10'}}, {'op': 'SORT', 'params': {'col': 'PM10', 'ascending': True}}, {'op... |
27 | How many times did Maihar city exceed 75 µg/m³ of PM2.5 in the year 2018? | <text_pipeline>
[{'op': 'FILTER', 'params': {'field': 'year', 'value': 2018}}, {'op': 'DROPNA', 'params': {'col': 'PM2.5'}}, {'op': 'FILTER', 'params': {'field': 'PM2.5', 'comparison': 'gt', 'value': 75.0}}, {'op': 'COUNT_UNIQUE', 'params': {'col': 'Timestamp'}}, {'op': 'SELECT', 'params': {'mode': 'scalar', 'ret': 'co... |
28 | Report the state with the 2nd highest average PM2.5 in June 2022. | <text_pipeline>
[{'op': 'FILTER', 'params': {'field': 'year', 'value': 2022}}, {'op': 'FILTER', 'params': {'field': 'month', 'value': 6}}, {'op': 'AGG', 'params': {'by': 'state', 'fn': 'mean', 'col': 'PM2.5'}}, {'op': 'DROPNA', 'params': {'col': 'PM2.5'}}, {'op': 'SORT', 'params': {'col': 'PM2.5', 'ascending': True}}, ... |
29 | Determine the state that recorded the 2nd most minimal 25th percentile of PM2.5 over the Monsoon season of 2020. | <text_pipeline>
[{'op': 'FILTER', 'params': {'field': 'year', 'value': 2020}}, {'op': 'FILTER', 'params': {'field': 'season', 'value': 'summer', 'months': [6, 7, 8]}}, {'op': 'AGG', 'params': {'by': 'state', 'fn': 'q25', 'col': 'PM2.5'}}, {'op': 'SORT', 'params': {'col': 'PM2.5', 'ascending': True}}, {'op': 'SELECT', '... |
30 | Which city had the 3rd lowest 75th percentile of PM10 in February 2021? | <text_pipeline>
[{'op': 'FILTER', 'params': {'field': 'year', 'value': 2021}}, {'op': 'FILTER', 'params': {'field': 'month', 'value': 2}}, {'op': 'AGG', 'params': {'by': 'city', 'fn': 'q75', 'col': 'PM10'}}, {'op': 'DROPNA', 'params': {'col': 'PM10'}}, {'op': 'SORT', 'params': {'col': 'PM10', 'ascending': True}}, {'op'... |
31 | In May 2023, identify the city with the 2nd lowest average PM10. | <text_pipeline>
[{'op': 'FILTER', 'params': {'field': 'year', 'value': 2023}}, {'op': 'FILTER', 'params': {'field': 'month', 'value': 5}}, {'op': 'AGG', 'params': {'by': 'city', 'fn': 'mean', 'col': 'PM10'}}, {'op': 'DROPNA', 'params': {'col': 'PM10'}}, {'op': 'SORT', 'params': {'col': 'PM10', 'ascending': True}}, {'op... |
32 | Which station noted the 3rd minimum 25th percentile of PM2.5 during the Monsoon season of 2020? | <text_pipeline>
[{'op': 'FILTER', 'params': {'field': 'year', 'value': 2020}}, {'op': 'FILTER', 'params': {'field': 'season', 'value': 'summer', 'months': [6, 7, 8]}}, {'op': 'AGG', 'params': {'by': 'station', 'fn': 'q25', 'col': 'PM2.5'}}, {'op': 'SORT', 'params': {'col': 'PM2.5', 'ascending': True}}, {'op': 'SELECT',... |
33 | Report the union territory having the second largest population among the top 4 most polluted union territories, when pollution is measured by standard deviation of PM10 levels. | <text_pipeline>
[{'op': 'AGG', 'params': {'by': 'state', 'fn': 'std', 'col': 'PM10'}}, {'op': 'JOIN', 'params': {'on': 'state', 'source': 'states'}}, {'op': 'FILTER_JOIN', 'params': {'field': 'isUnionTerritory', 'value': True}}, {'op': 'SORT', 'params': {'col': 'PM10', 'ascending': False}}, {'op': 'SELECT', 'params': {... |
34 | Which station recorded the 3rd lowest 75th percentile of PM10 in the Post-Monsoon season of 2021? | <text_pipeline>
[{'op': 'FILTER', 'params': {'field': 'year', 'value': 2021}}, {'op': 'FILTER', 'params': {'field': 'season', 'value': 'autumn', 'months': [9, 10, 11]}}, {'op': 'AGG', 'params': {'by': 'station', 'fn': 'q75', 'col': 'PM10'}}, {'op': 'SORT', 'params': {'col': 'PM10', 'ascending': True}}, {'op': 'SELECT',... |
35 | Which state displayed the 3rd highest average PM2.5 in September 2018? | <text_pipeline>
[{'op': 'FILTER', 'params': {'field': 'year', 'value': 2018}}, {'op': 'FILTER', 'params': {'field': 'month', 'value': 9}}, {'op': 'AGG', 'params': {'by': 'state', 'fn': 'mean', 'col': 'PM2.5'}}, {'op': 'DROPNA', 'params': {'col': 'PM2.5'}}, {'op': 'SORT', 'params': {'col': 'PM2.5', 'ascending': True}}, ... |
36 | Which weekday in 2020 was linked to the third-highest average PM10 pollution levels? | <text_pipeline>
[{'op': 'FILTER', 'params': {'field': 'year', 'value': 2020}}, {'op': 'DROPNA', 'params': {'col': 'PM10'}}, {'op': 'SORT', 'params': {'col': 'PM10', 'ascending': True}}, {'op': 'SELECT', 'params': {'mode': 'rank', 'rank': -3, 'ret': 'Timestamp'}}]
</text_pipeline> |
37 | Report the station with the lowest average PM10 in April 2024. | <text_pipeline>
[{'op': 'FILTER', 'params': {'field': 'year', 'value': 2024}}, {'op': 'FILTER', 'params': {'field': 'month', 'value': 4}}, {'op': 'AGG', 'params': {'by': 'station', 'fn': 'mean', 'col': 'PM10'}}, {'op': 'DROPNA', 'params': {'col': 'PM10'}}, {'op': 'SORT', 'params': {'col': 'PM10', 'ascending': True}}, {... |
38 | Identify the state that recorded the second highest 25th percentile of PM2.5 during the Summer season of 2018. | <text_pipeline>
[{'op': 'FILTER', 'params': {'field': 'year', 'value': 2018}}, {'op': 'FILTER', 'params': {'field': 'season', 'value': 'spring', 'months': [3, 4, 5]}}, {'op': 'AGG', 'params': {'by': 'state', 'fn': 'q25', 'col': 'PM2.5'}}, {'op': 'SORT', 'params': {'col': 'PM2.5', 'ascending': True}}, {'op': 'SELECT', '... |
39 | Which state registered the peak median PM2.5 in the Monsoon season of 2021? | <text_pipeline>
[{'op': 'FILTER', 'params': {'field': 'year', 'value': 2021}}, {'op': 'FILTER', 'params': {'field': 'season', 'value': 'summer', 'months': [6, 7, 8]}}, {'op': 'AGG', 'params': {'by': 'state', 'fn': 'median', 'col': 'PM2.5'}}, {'op': 'SORT', 'params': {'col': 'PM2.5', 'ascending': True}}, {'op': 'SELECT'... |
40 | How many times did Karnataka surpass the WHO guideline for PM2.5 in the year 2018? | <text_pipeline>
[{'op': 'FILTER', 'params': {'field': 'year', 'value': 2018}}, {'op': 'DROPNA', 'params': {'col': 'PM2.5'}}, {'op': 'FILTER', 'params': {'field': 'PM2.5', 'comparison': 'gt', 'value': 15.0}}, {'op': 'COUNT_UNIQUE', 'params': {'col': 'Timestamp'}}, {'op': 'SELECT', 'params': {'mode': 'scalar', 'ret': 'co... |
41 | Which state ranked as the least polluted regarding per capita PM10 exposure in 2021? | <text_pipeline>
[{'op': 'FILTER', 'params': {'field': 'year', 'value': 2021}}, {'op': 'AGG', 'params': {'by': 'state', 'fn': 'mean', 'col': 'PM10'}}, {'op': 'JOIN', 'params': {'on': 'state', 'source': 'states'}}, {'op': 'COMPUTE', 'params': {'new_col': 'per_capita_pm', 'numerator': 'PM10', 'denominator': 'population'}}... |
42 | Report the state having the 5th highest NCAP funding considering its median PM2.5 concentration in 2022 (FY 2021-22). | <text_pipeline>
[{'op': 'FILTER', 'params': {'field': 'year', 'value': 2022}}, {'op': 'AGG', 'params': {'by': 'state', 'fn': 'median', 'col': 'PM2.5'}}, {'op': 'JOIN', 'params': {'on': 'state', 'source': 'ncap'}}, {'op': 'COMPUTE', 'params': {'new_col': 'funding_per_pm', 'numerator': 'fy2022_fund', 'denominator': 'PM2.... |
43 | In January 2020, which city exhibited the 3rd highest average PM10? | <text_pipeline>
[{'op': 'FILTER', 'params': {'field': 'year', 'value': 2020}}, {'op': 'FILTER', 'params': {'field': 'month', 'value': 1}}, {'op': 'AGG', 'params': {'by': 'city', 'fn': 'mean', 'col': 'PM10'}}, {'op': 'DROPNA', 'params': {'col': 'PM10'}}, {'op': 'SORT', 'params': {'col': 'PM10', 'ascending': True}}, {'op... |
44 | Identify the state with the 2nd highest median PM10 for May 2024. | <text_pipeline>
[{'op': 'FILTER', 'params': {'field': 'year', 'value': 2024}}, {'op': 'FILTER', 'params': {'field': 'month', 'value': 5}}, {'op': 'AGG', 'params': {'by': 'state', 'fn': 'median', 'col': 'PM10'}}, {'op': 'DROPNA', 'params': {'col': 'PM10'}}, {'op': 'SORT', 'params': {'col': 'PM10', 'ascending': True}}, {... |
45 | Name the state with the lowest 25th percentile for PM2.5 in March 2022. | <text_pipeline>
[{'op': 'FILTER', 'params': {'field': 'year', 'value': 2022}}, {'op': 'FILTER', 'params': {'field': 'month', 'value': 3}}, {'op': 'AGG', 'params': {'by': 'state', 'fn': 'q25', 'col': 'PM2.5'}}, {'op': 'DROPNA', 'params': {'col': 'PM2.5'}}, {'op': 'SORT', 'params': {'col': 'PM2.5', 'ascending': True}}, {... |
46 | Report the state with the 2nd lowest average PM2.5 in February 2020. | <text_pipeline>
[{'op': 'FILTER', 'params': {'field': 'year', 'value': 2020}}, {'op': 'FILTER', 'params': {'field': 'month', 'value': 2}}, {'op': 'AGG', 'params': {'by': 'state', 'fn': 'mean', 'col': 'PM2.5'}}, {'op': 'DROPNA', 'params': {'col': 'PM2.5'}}, {'op': 'SORT', 'params': {'col': 'PM2.5', 'ascending': True}}, ... |
47 | On March 31, 2019, which city recorded the second-highest 25th percentile of PM2.5? | <text_pipeline>
[{'op': 'FILTER', 'params': {'field': 'year', 'value': 2019}}, {'op': 'AGG', 'params': {'by': 'city', 'fn': 'q25', 'col': 'PM2.5'}}, {'op': 'SORT', 'params': {'col': 'PM2.5', 'ascending': True}}, {'op': 'SELECT', 'params': {'mode': 'rank', 'rank': -2, 'ret': 'city'}}]
</text_pipeline> |
48 | Determine the state exhibiting the 3rd most minimal average PM2.5 over the Monsoon season of 2020. | <text_pipeline>
[{'op': 'FILTER', 'params': {'field': 'year', 'value': 2020}}, {'op': 'FILTER', 'params': {'field': 'season', 'value': 'summer', 'months': [6, 7, 8]}}, {'op': 'AGG', 'params': {'by': 'state', 'fn': 'mean', 'col': 'PM2.5'}}, {'op': 'SORT', 'params': {'col': 'PM2.5', 'ascending': True}}, {'op': 'SELECT', ... |
49 | Which state showed the second-lowest 75th percentile for PM2.5 on March 31, 2023? | <text_pipeline>
[{'op': 'FILTER', 'params': {'field': 'year', 'value': 2023}}, {'op': 'AGG', 'params': {'by': 'state', 'fn': 'q75', 'col': 'PM2.5'}}, {'op': 'SORT', 'params': {'col': 'PM2.5', 'ascending': True}}, {'op': 'SELECT', 'params': {'mode': 'rank', 'rank': 1, 'ret': 'state'}}]
</text_pipeline> |
50 | In July 2020, identify the station with the highest average PM2.5. | <text_pipeline>
[{'op': 'FILTER', 'params': {'field': 'year', 'value': 2020}}, {'op': 'FILTER', 'params': {'field': 'month', 'value': 7}}, {'op': 'AGG', 'params': {'by': 'station', 'fn': 'mean', 'col': 'PM2.5'}}, {'op': 'DROPNA', 'params': {'col': 'PM2.5'}}, {'op': 'SORT', 'params': {'col': 'PM2.5', 'ascending': True}}... |
51 | Which state registered the 3rd maximum average PM10 in the Summer season of 2022? | <text_pipeline>
[{'op': 'FILTER', 'params': {'field': 'year', 'value': 2022}}, {'op': 'FILTER', 'params': {'field': 'season', 'value': 'spring', 'months': [3, 4, 5]}}, {'op': 'AGG', 'params': {'by': 'state', 'fn': 'mean', 'col': 'PM10'}}, {'op': 'SORT', 'params': {'col': 'PM10', 'ascending': True}}, {'op': 'SELECT', 'p... |
52 | Report which state possessed the peak average PM2.5 throughout the Summer season of 2018. | <text_pipeline>
[{'op': 'FILTER', 'params': {'field': 'year', 'value': 2018}}, {'op': 'FILTER', 'params': {'field': 'season', 'value': 'spring', 'months': [3, 4, 5]}}, {'op': 'AGG', 'params': {'by': 'state', 'fn': 'mean', 'col': 'PM2.5'}}, {'op': 'SORT', 'params': {'col': 'PM2.5', 'ascending': True}}, {'op': 'SELECT', ... |
53 | For May 2020 compared to May 2019, which city registered the highest increase in the 75th percentile of PM2.5 levels? | <text_pipeline>
[{'op': 'FILTER', 'params': {'field': 'year', 'value': 2020}}, {'op': 'PIVOT_DIFF', 'params': {'index': 'state', 'col_source': 'month', 'month_a': 10, 'month_b': 12, 'new_col': 'diff'}}, {'op': 'DROPNA', 'params': {'col': 'diff'}}, {'op': 'SORT', 'params': {'col': 'diff', 'ascending': True}}]
</text_pip... |
54 | Determine the city with the 3rd highest median PM10 in December 2019. | <text_pipeline>
[{'op': 'FILTER', 'params': {'field': 'year', 'value': 2019}}, {'op': 'FILTER', 'params': {'field': 'month', 'value': 12}}, {'op': 'AGG', 'params': {'by': 'city', 'fn': 'median', 'col': 'PM10'}}, {'op': 'DROPNA', 'params': {'col': 'PM10'}}, {'op': 'SORT', 'params': {'col': 'PM10', 'ascending': True}}, {... |
55 | Which city had the lowest average PM10 in August 2021? | <text_pipeline>
[{'op': 'FILTER', 'params': {'field': 'year', 'value': 2021}}, {'op': 'FILTER', 'params': {'field': 'month', 'value': 8}}, {'op': 'AGG', 'params': {'by': 'city', 'fn': 'mean', 'col': 'PM10'}}, {'op': 'DROPNA', 'params': {'col': 'PM10'}}, {'op': 'SORT', 'params': {'col': 'PM10', 'ascending': True}}, {'op... |
56 | Which station recorded the 3rd highest average PM10 in January 2019? | <text_pipeline>
[{'op': 'FILTER', 'params': {'field': 'year', 'value': 2019}}, {'op': 'FILTER', 'params': {'field': 'month', 'value': 1}}, {'op': 'AGG', 'params': {'by': 'station', 'fn': 'mean', 'col': 'PM10'}}, {'op': 'DROPNA', 'params': {'col': 'PM10'}}, {'op': 'SORT', 'params': {'col': 'PM10', 'ascending': True}}, {... |
57 | Which station registered the 2nd highest 25th percentile of PM10 during December 2019? | <text_pipeline>
[{'op': 'FILTER', 'params': {'field': 'year', 'value': 2019}}, {'op': 'FILTER', 'params': {'field': 'month', 'value': 12}}, {'op': 'AGG', 'params': {'by': 'station', 'fn': 'q25', 'col': 'PM10'}}, {'op': 'DROPNA', 'params': {'col': 'PM10'}}, {'op': 'SORT', 'params': {'col': 'PM10', 'ascending': True}}, {... |
58 | Report which state possessed the third highest 25th percentile of PM2.5 throughout the Monsoon season of 2018. | <text_pipeline>
[{'op': 'FILTER', 'params': {'field': 'year', 'value': 2018}}, {'op': 'FILTER', 'params': {'field': 'season', 'value': 'summer', 'months': [6, 7, 8]}}, {'op': 'AGG', 'params': {'by': 'state', 'fn': 'q25', 'col': 'PM2.5'}}, {'op': 'SORT', 'params': {'col': 'PM2.5', 'ascending': True}}, {'op': 'SELECT', '... |
59 | Identify the city with the 3rd lowest 75th percentile of PM10 for March 2022. | <text_pipeline>
[{'op': 'FILTER', 'params': {'field': 'year', 'value': 2022}}, {'op': 'FILTER', 'params': {'field': 'month', 'value': 3}}, {'op': 'AGG', 'params': {'by': 'city', 'fn': 'q75', 'col': 'PM10'}}, {'op': 'DROPNA', 'params': {'col': 'PM10'}}, {'op': 'SORT', 'params': {'col': 'PM10', 'ascending': True}}, {'op'... |
60 | Which station displayed the lowest average PM2.5 in April 2018? | <text_pipeline>
[{'op': 'FILTER', 'params': {'field': 'year', 'value': 2018}}, {'op': 'FILTER', 'params': {'field': 'month', 'value': 4}}, {'op': 'AGG', 'params': {'by': 'station', 'fn': 'mean', 'col': 'PM2.5'}}, {'op': 'DROPNA', 'params': {'col': 'PM2.5'}}, {'op': 'SORT', 'params': {'col': 'PM2.5', 'ascending': True}}... |
61 | Which state registered the minimum 25th percentile of PM2.5 in the Summer season of 2024? | <text_pipeline>
[{'op': 'FILTER', 'params': {'field': 'year', 'value': 2024}}, {'op': 'FILTER', 'params': {'field': 'season', 'value': 'spring', 'months': [3, 4, 5]}}, {'op': 'AGG', 'params': {'by': 'state', 'fn': 'q25', 'col': 'PM2.5'}}, {'op': 'SORT', 'params': {'col': 'PM2.5', 'ascending': True}}, {'op': 'SELECT', '... |
62 | Which station had the 2nd lowest 75th percentile of PM10 in May 2019? | <text_pipeline>
[{'op': 'FILTER', 'params': {'field': 'year', 'value': 2019}}, {'op': 'FILTER', 'params': {'field': 'month', 'value': 5}}, {'op': 'AGG', 'params': {'by': 'station', 'fn': 'q75', 'col': 'PM10'}}, {'op': 'DROPNA', 'params': {'col': 'PM10'}}, {'op': 'SORT', 'params': {'col': 'PM10', 'ascending': True}}, {'... |
63 | Report which station registered the most minimal median PM10 throughout the Winter season of 2018. | <text_pipeline>
[{'op': 'FILTER', 'params': {'field': 'year', 'value': 2018}}, {'op': 'FILTER', 'params': {'field': 'season', 'value': 'winter', 'months': [12, 1, 2]}}, {'op': 'AGG', 'params': {'by': 'station', 'fn': 'median', 'col': 'PM10'}}, {'op': 'SORT', 'params': {'col': 'PM10', 'ascending': True}}, {'op': 'SELECT... |
64 | In 2024, which station ranked with the second smallest decrease in average PM10 levels from October to December? | <text_pipeline>
[{'op': 'FILTER', 'params': {'field': 'year', 'value': 2024}}, {'op': 'OR_FILTER', 'params': {'field': 'month', 'values': [10, 12]}}, {'op': 'PIVOT_DIFF', 'params': {'index': 'state', 'col_source': 'month', 'month_a': 10, 'month_b': 12, 'new_col': 'diff'}}, {'op': 'DROPNA', 'params': {'col': 'diff'}}, {... |
65 | Identify the station that recorded the second highest PM2.5 level on January 27, 2020. | <text_pipeline>
[{'op': 'FILTER', 'params': {'field': 'year', 'value': 2020}}, {'op': 'SORT', 'params': {'col': 'PM2.5', 'ascending': True}}, {'op': 'SELECT', 'params': {'mode': 'rank', 'rank': -2, 'ret': 'station'}}]
</text_pipeline> |
66 | Identify the station with the 3rd lowest average PM10 in July 2023. | <text_pipeline>
[{'op': 'FILTER', 'params': {'field': 'year', 'value': 2023}}, {'op': 'FILTER', 'params': {'field': 'month', 'value': 7}}, {'op': 'AGG', 'params': {'by': 'station', 'fn': 'mean', 'col': 'PM10'}}, {'op': 'DROPNA', 'params': {'col': 'PM10'}}, {'op': 'SORT', 'params': {'col': 'PM10', 'ascending': True}}, {... |
67 | In 2018, which state ranked with the second largest decrease in 75th percentile PM2.5 levels from October to December? | <text_pipeline>
[{'op': 'FILTER', 'params': {'field': 'year', 'value': 2018}}, {'op': 'OR_FILTER', 'params': {'field': 'month', 'values': [10, 12]}}, {'op': 'PIVOT_DIFF', 'params': {'index': 'state', 'col_source': 'month', 'month_a': 10, 'month_b': 12, 'new_col': 'diff'}}, {'op': 'DROPNA', 'params': {'col': 'diff'}}, {... |
68 | In 2024, which state will rank with the smallest reduction in median PM10 levels from October to December? | <text_pipeline>
[{'op': 'FILTER', 'params': {'field': 'year', 'value': 2024}}, {'op': 'OR_FILTER', 'params': {'field': 'month', 'values': [10, 12]}}, {'op': 'PIVOT_DIFF', 'params': {'index': 'state', 'col_source': 'month', 'month_a': 10, 'month_b': 12, 'new_col': 'diff'}}, {'op': 'DROPNA', 'params': {'col': 'diff'}}, {... |
69 | For the period October to December 2020, which city had the second smallest decrease in average PM2.5 levels? | <text_pipeline>
[{'op': 'FILTER', 'params': {'field': 'year', 'value': 2020}}, {'op': 'OR_FILTER', 'params': {'field': 'month', 'values': [10, 12]}}, {'op': 'PIVOT_DIFF', 'params': {'index': 'state', 'col_source': 'month', 'month_a': 10, 'month_b': 12, 'new_col': 'diff'}}, {'op': 'DROPNA', 'params': {'col': 'diff'}}, {... |
70 | Find a week exhibiting Parbhani's 3rd minimum PM10 levels for all specified years. | <text_pipeline>
[{'op': 'FILTER', 'params': {'field': 'city', 'value': 'Parbhani'}}, {'op': 'DROPNA', 'params': {'col': 'PM10'}}, {'op': 'AGG', 'params': {'by': 'week', 'fn': 'mean', 'col': 'PM2.5'}}, {'op': 'SORT', 'params': {'col': 'PM2.5', 'ascending': True}}, {'op': 'SELECT', 'params': {'mode': 'rank', 'rank': 2, '... |
71 | Which city showed the second-highest median PM10 on March 31, 2024? | <text_pipeline>
[{'op': 'FILTER', 'params': {'field': 'year', 'value': 2024}}, {'op': 'AGG', 'params': {'by': 'city', 'fn': 'median', 'col': 'PM10'}}, {'op': 'SORT', 'params': {'col': 'PM10', 'ascending': True}}, {'op': 'SELECT', 'params': {'mode': 'rank', 'rank': -2, 'ret': 'city'}}]
</text_pipeline> |
72 | How many times did Sangli city surpass the Indian guideline for PM10 in 2017? | <text_pipeline>
[{'op': 'FILTER', 'params': {'field': 'year', 'value': 2017}}, {'op': 'DROPNA', 'params': {'col': 'PM10'}}, {'op': 'FILTER', 'params': {'field': 'PM10', 'comparison': 'gt', 'value': 60.0}}, {'op': 'COUNT_UNIQUE', 'params': {'col': 'Timestamp'}}, {'op': 'SELECT', 'params': {'mode': 'scalar', 'ret': 'coun... |
73 | For April 2020 compared to April 2019, which station registered the highest increase in its 25th percentile PM10 level? | <text_pipeline>
[{'op': 'FILTER', 'params': {'field': 'year', 'value': 2020}}, {'op': 'PIVOT_DIFF', 'params': {'index': 'state', 'col_source': 'month', 'month_a': 10, 'month_b': 12, 'new_col': 'diff'}}, {'op': 'DROPNA', 'params': {'col': 'diff'}}, {'op': 'SORT', 'params': {'col': 'diff', 'ascending': True}}]
</text_pip... |
74 | Determine the station with the 2nd highest 75th percentile of PM10 in April 2021. | <text_pipeline>
[{'op': 'FILTER', 'params': {'field': 'year', 'value': 2021}}, {'op': 'FILTER', 'params': {'field': 'month', 'value': 4}}, {'op': 'AGG', 'params': {'by': 'station', 'fn': 'q75', 'col': 'PM10'}}, {'op': 'DROPNA', 'params': {'col': 'PM10'}}, {'op': 'SORT', 'params': {'col': 'PM10', 'ascending': True}}, {'... |
75 | Identify the station that showed the highest rise in median PM10 levels from November 2019 to November 2020. | <text_pipeline>
[{'op': 'FILTER', 'params': {'field': 'year', 'value': 2020}}, {'op': 'PIVOT_DIFF', 'params': {'index': 'state', 'col_source': 'month', 'month_a': 10, 'month_b': 12, 'new_col': 'diff'}}, {'op': 'DROPNA', 'params': {'col': 'diff'}}, {'op': 'SORT', 'params': {'col': 'diff', 'ascending': True}}]
</text_pip... |
76 | Report which city experienced the 2nd most minimal median PM10 throughout the Monsoon season of 2022. | <text_pipeline>
[{'op': 'FILTER', 'params': {'field': 'year', 'value': 2022}}, {'op': 'FILTER', 'params': {'field': 'season', 'value': 'summer', 'months': [6, 7, 8]}}, {'op': 'AGG', 'params': {'by': 'city', 'fn': 'median', 'col': 'PM10'}}, {'op': 'SORT', 'params': {'col': 'PM10', 'ascending': True}}, {'op': 'SELECT', '... |
77 | Which city experienced the highest median for PM10 in the Summer season of 2019? | <text_pipeline>
[{'op': 'FILTER', 'params': {'field': 'year', 'value': 2019}}, {'op': 'FILTER', 'params': {'field': 'season', 'value': 'spring', 'months': [3, 4, 5]}}, {'op': 'AGG', 'params': {'by': 'city', 'fn': 'median', 'col': 'PM10'}}, {'op': 'SORT', 'params': {'col': 'PM10', 'ascending': True}}, {'op': 'SELECT', '... |
78 | Identify the city that recorded the highest average PM2.5 value in March 2019. | <text_pipeline>
[{'op': 'FILTER', 'params': {'field': 'year', 'value': 2019}}, {'op': 'FILTER', 'params': {'field': 'month', 'value': 3}}, {'op': 'AGG', 'params': {'by': 'city', 'fn': 'mean', 'col': 'PM2.5'}}, {'op': 'DROPNA', 'params': {'col': 'PM2.5'}}, {'op': 'SORT', 'params': {'col': 'PM2.5', 'ascending': True}}, {... |
79 | Identify the city with the 2nd highest 25th percentile of PM2.5 for February 2020. | <text_pipeline>
[{'op': 'FILTER', 'params': {'field': 'year', 'value': 2020}}, {'op': 'FILTER', 'params': {'field': 'month', 'value': 2}}, {'op': 'AGG', 'params': {'by': 'city', 'fn': 'q25', 'col': 'PM2.5'}}, {'op': 'DROPNA', 'params': {'col': 'PM2.5'}}, {'op': 'SORT', 'params': {'col': 'PM2.5', 'ascending': True}}, {'... |
80 | Report the city with the 3rd highest average PM2.5 in July 2021. | <text_pipeline>
[{'op': 'FILTER', 'params': {'field': 'year', 'value': 2021}}, {'op': 'FILTER', 'params': {'field': 'month', 'value': 7}}, {'op': 'AGG', 'params': {'by': 'city', 'fn': 'mean', 'col': 'PM2.5'}}, {'op': 'DROPNA', 'params': {'col': 'PM2.5'}}, {'op': 'SORT', 'params': {'col': 'PM2.5', 'ascending': True}}, {... |
81 | Identify the state with the 3rd highest median PM2.5 for April 2019. | <text_pipeline>
[{'op': 'FILTER', 'params': {'field': 'year', 'value': 2019}}, {'op': 'FILTER', 'params': {'field': 'month', 'value': 4}}, {'op': 'AGG', 'params': {'by': 'state', 'fn': 'median', 'col': 'PM2.5'}}, {'op': 'DROPNA', 'params': {'col': 'PM2.5'}}, {'op': 'SORT', 'params': {'col': 'PM2.5', 'ascending': True}}... |
82 | Which station had the highest median PM2.5 in May 2024? | <text_pipeline>
[{'op': 'FILTER', 'params': {'field': 'year', 'value': 2024}}, {'op': 'FILTER', 'params': {'field': 'month', 'value': 5}}, {'op': 'AGG', 'params': {'by': 'station', 'fn': 'median', 'col': 'PM2.5'}}, {'op': 'DROPNA', 'params': {'col': 'PM2.5'}}, {'op': 'SORT', 'params': {'col': 'PM2.5', 'ascending': True... |
83 | Determine the city exhibiting the 2nd lowest average PM10 in October 2020. | <text_pipeline>
[{'op': 'FILTER', 'params': {'field': 'year', 'value': 2020}}, {'op': 'FILTER', 'params': {'field': 'month', 'value': 10}}, {'op': 'AGG', 'params': {'by': 'city', 'fn': 'mean', 'col': 'PM10'}}, {'op': 'DROPNA', 'params': {'col': 'PM10'}}, {'op': 'SORT', 'params': {'col': 'PM10', 'ascending': True}}, {'o... |
84 | Report the station with the lowest 25th percentile of PM10 in November 2021. | <text_pipeline>
[{'op': 'FILTER', 'params': {'field': 'year', 'value': 2021}}, {'op': 'FILTER', 'params': {'field': 'month', 'value': 11}}, {'op': 'AGG', 'params': {'by': 'station', 'fn': 'q25', 'col': 'PM10'}}, {'op': 'DROPNA', 'params': {'col': 'PM10'}}, {'op': 'SORT', 'params': {'col': 'PM10', 'ascending': True}}, {... |
85 | Report the city with the 2nd highest 25th percentile of PM2.5 in March 2020. | <text_pipeline>
[{'op': 'FILTER', 'params': {'field': 'year', 'value': 2020}}, {'op': 'FILTER', 'params': {'field': 'month', 'value': 3}}, {'op': 'AGG', 'params': {'by': 'city', 'fn': 'q25', 'col': 'PM2.5'}}, {'op': 'DROPNA', 'params': {'col': 'PM2.5'}}, {'op': 'SORT', 'params': {'col': 'PM2.5', 'ascending': True}}, {'... |
86 | On March 31, 2019, which station had the minimum median PM10? | <text_pipeline>
[{'op': 'FILTER', 'params': {'field': 'year', 'value': 2019}}, {'op': 'AGG', 'params': {'by': 'station', 'fn': 'median', 'col': 'PM10'}}, {'op': 'SORT', 'params': {'col': 'PM10', 'ascending': True}}, {'op': 'SELECT', 'params': {'mode': 'rank', 'rank': 0, 'ret': 'station'}}]
</text_pipeline> |
87 | In November 2023, report the city with the 3rd lowest 75th percentile of PM2.5. | <text_pipeline>
[{'op': 'FILTER', 'params': {'field': 'year', 'value': 2023}}, {'op': 'FILTER', 'params': {'field': 'month', 'value': 11}}, {'op': 'AGG', 'params': {'by': 'city', 'fn': 'q75', 'col': 'PM2.5'}}, {'op': 'DROPNA', 'params': {'col': 'PM2.5'}}, {'op': 'SORT', 'params': {'col': 'PM2.5', 'ascending': True}}, {... |
88 | Which station registered the 3rd lowest 75th percentile of PM10 during April 2019? | <text_pipeline>
[{'op': 'FILTER', 'params': {'field': 'year', 'value': 2019}}, {'op': 'FILTER', 'params': {'field': 'month', 'value': 4}}, {'op': 'AGG', 'params': {'by': 'station', 'fn': 'q75', 'col': 'PM10'}}, {'op': 'DROPNA', 'params': {'col': 'PM10'}}, {'op': 'SORT', 'params': {'col': 'PM10', 'ascending': True}}, {'... |
89 | Determine the station exhibiting the 3rd lowest 75th percentile of PM2.5 in October 2021. | <text_pipeline>
[{'op': 'FILTER', 'params': {'field': 'year', 'value': 2021}}, {'op': 'FILTER', 'params': {'field': 'month', 'value': 10}}, {'op': 'AGG', 'params': {'by': 'station', 'fn': 'q75', 'col': 'PM2.5'}}, {'op': 'DROPNA', 'params': {'col': 'PM2.5'}}, {'op': 'SORT', 'params': {'col': 'PM2.5', 'ascending': True}}... |
90 | Determine the city that recorded the 3rd highest 25th percentile of PM10 over the Monsoon season of 2018. | <text_pipeline>
[{'op': 'FILTER', 'params': {'field': 'year', 'value': 2018}}, {'op': 'FILTER', 'params': {'field': 'season', 'value': 'summer', 'months': [6, 7, 8]}}, {'op': 'AGG', 'params': {'by': 'city', 'fn': 'q25', 'col': 'PM10'}}, {'op': 'SORT', 'params': {'col': 'PM10', 'ascending': True}}, {'op': 'SELECT', 'par... |
91 | Identify the state that saw the third least significant fall in 75th percentile PM10 levels when comparing December 2022 to October 2022. | <text_pipeline>
[{'op': 'FILTER', 'params': {'field': 'year', 'value': 2022}}, {'op': 'OR_FILTER', 'params': {'field': 'month', 'values': [10, 12]}}, {'op': 'PIVOT_DIFF', 'params': {'index': 'state', 'col_source': 'month', 'month_a': 10, 'month_b': 12, 'new_col': 'diff'}}, {'op': 'DROPNA', 'params': {'col': 'diff'}}, {... |
92 | Identify the weekday in 2022 that registered the highest 25th percentile of PM10 pollution levels. | <text_pipeline>
[{'op': 'FILTER', 'params': {'field': 'year', 'value': 2022}}, {'op': 'DROPNA', 'params': {'col': 'PM10'}}, {'op': 'SORT', 'params': {'col': 'PM10', 'ascending': True}}, {'op': 'SELECT', 'params': {'mode': 'rank', 'rank': -1, 'ret': 'Timestamp'}}]
</text_pipeline> |
93 | Which state (excluding UTs) possesses the 2nd largest population within the top 5 most polluted states, determined by variance of PM2.5 levels? | <text_pipeline>
[{'op': 'AGG', 'params': {'by': 'state', 'fn': 'var', 'col': 'PM2.5'}}, {'op': 'JOIN', 'params': {'on': 'state', 'source': 'states'}}, {'op': 'FILTER_JOIN', 'params': {'field': 'isUnionTerritory', 'value': False}}, {'op': 'SORT', 'params': {'col': 'PM2.5', 'ascending': False}}, {'op': 'SELECT', 'params'... |
94 | Report the city with the 3rd lowest median PM10 in February 2019. | <text_pipeline>
[{'op': 'FILTER', 'params': {'field': 'year', 'value': 2019}}, {'op': 'FILTER', 'params': {'field': 'month', 'value': 2}}, {'op': 'AGG', 'params': {'by': 'city', 'fn': 'median', 'col': 'PM10'}}, {'op': 'DROPNA', 'params': {'col': 'PM10'}}, {'op': 'SORT', 'params': {'col': 'PM10', 'ascending': True}}, {'... |
95 | Identify the state with the highest 75th percentile for PM10 on March 31, 2024. | <text_pipeline>
[{'op': 'FILTER', 'params': {'field': 'year', 'value': 2024}}, {'op': 'AGG', 'params': {'by': 'state', 'fn': 'q75', 'col': 'PM10'}}, {'op': 'SORT', 'params': {'col': 'PM10', 'ascending': True}}, {'op': 'SELECT', 'params': {'mode': 'rank', 'rank': -1, 'ret': 'state'}}]
</text_pipeline> |
96 | Identify the union territory possessing the 3rd lowest 75th percentile of PM10 concentration when considering population density. | <text_pipeline>
[{'op': 'AGG', 'params': {'by': 'state', 'fn': 'q75', 'col': 'PM10'}}, {'op': 'JOIN', 'params': {'on': 'state', 'source': 'states'}}, {'op': 'FILTER_JOIN', 'params': {'field': 'isUnionTerritory', 'value': True}}, {'op': 'COMPUTE', 'params': {'new_col': 'pm_per_capita', 'numerator': 'PM10', 'denominator'... |
97 | Report the state with the 3rd highest 75th percentile of PM10 in September 2019. | <text_pipeline>
[{'op': 'FILTER', 'params': {'field': 'year', 'value': 2019}}, {'op': 'FILTER', 'params': {'field': 'month', 'value': 9}}, {'op': 'AGG', 'params': {'by': 'state', 'fn': 'q75', 'col': 'PM10'}}, {'op': 'DROPNA', 'params': {'col': 'PM10'}}, {'op': 'SORT', 'params': {'col': 'PM10', 'ascending': True}}, {'op... |
98 | Identify the state with the lowest 25th percentile of PM2.5 in August 2024. | <text_pipeline>
[{'op': 'FILTER', 'params': {'field': 'year', 'value': 2024}}, {'op': 'FILTER', 'params': {'field': 'month', 'value': 8}}, {'op': 'AGG', 'params': {'by': 'state', 'fn': 'q25', 'col': 'PM2.5'}}, {'op': 'DROPNA', 'params': {'col': 'PM2.5'}}, {'op': 'SORT', 'params': {'col': 'PM2.5', 'ascending': True}}, {... |
99 | In January 2019, identify the state with the 2nd lowest 75th percentile of PM10. | <text_pipeline>
[{'op': 'FILTER', 'params': {'field': 'year', 'value': 2019}}, {'op': 'FILTER', 'params': {'field': 'month', 'value': 1}}, {'op': 'AGG', 'params': {'by': 'state', 'fn': 'q75', 'col': 'PM10'}}, {'op': 'DROPNA', 'params': {'col': 'PM10'}}, {'op': 'SORT', 'params': {'col': 'PM10', 'ascending': True}}, {'op... |
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