Dataset Preview
The full dataset viewer is not available (click to read why). Only showing a preview of the rows.
The dataset generation failed
Error code:   DatasetGenerationError
Exception:    ArrowInvalid
Message:      Failed to parse string: '2020-05-04' as a scalar of type double
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1871, in _prepare_split_single
                  writer.write_table(table)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 643, in write_table
                  pa_table = table_cast(pa_table, self._schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2293, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2246, in cast_table_to_schema
                  arrays = [
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2247, in <listcomp>
                  cast_array_to_feature(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 1796, in wrapper
                  return pa.chunked_array([func(chunk, *args, **kwargs) for chunk in array.chunks])
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 1796, in <listcomp>
                  return pa.chunked_array([func(chunk, *args, **kwargs) for chunk in array.chunks])
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2103, in cast_array_to_feature
                  return array_cast(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 1798, in wrapper
                  return func(array, *args, **kwargs)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 1950, in array_cast
                  return array.cast(pa_type)
                File "pyarrow/array.pxi", line 996, in pyarrow.lib.Array.cast
                File "/src/services/worker/.venv/lib/python3.9/site-packages/pyarrow/compute.py", line 404, in cast
                  return call_function("cast", [arr], options, memory_pool)
                File "pyarrow/_compute.pyx", line 590, in pyarrow._compute.call_function
                File "pyarrow/_compute.pyx", line 385, in pyarrow._compute.Function.call
                File "pyarrow/error.pxi", line 154, in pyarrow.lib.pyarrow_internal_check_status
                File "pyarrow/error.pxi", line 91, in pyarrow.lib.check_status
              pyarrow.lib.ArrowInvalid: Failed to parse string: '2020-05-04' as a scalar of type double
              
              The above exception was the direct cause of the following exception:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1433, 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 1050, in convert_to_parquet
                  builder.download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 925, in download_and_prepare
                  self._download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1001, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1742, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1898, in _prepare_split_single
                  raise DatasetGenerationError("An error occurred while generating the dataset") from e
              datasets.exceptions.DatasetGenerationError: An error occurred while generating the dataset

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.

location_name
string
indicator
string
signal_type
string
date_forecast_submitted
null
date_corr_to_MMWR_week
null
point_date
string
point
int64
quantile_0025
null
quantile_0975
null
quantile_025
null
quantile_075
null
fips
float64
location_type
string
num_weeks_ahead_forecast
null
target
string
Abbeville County, South Carolina
Weekly Cumulative Deaths
observed
null
null
2020-01-25
0
null
null
null
null
45,001
county
null
observed_cum_death
Abbeville County, South Carolina
Weekly Incident Cases
observed
null
null
2020-01-25
0
null
null
null
null
45,001
county
null
observed_inc_cases
Abbeville County, South Carolina
Weekly Incident Deaths
observed
null
null
2020-01-25
0
null
null
null
null
45,001
county
null
observed_inc_death
Acadia Parish, Louisiana
Weekly Cumulative Deaths
observed
null
null
2020-01-25
0
null
null
null
null
22,001
county
null
observed_cum_death
Acadia Parish, Louisiana
Weekly Incident Cases
observed
null
null
2020-01-25
0
null
null
null
null
22,001
county
null
observed_inc_cases
Acadia Parish, Louisiana
Weekly Incident Deaths
observed
null
null
2020-01-25
0
null
null
null
null
22,001
county
null
observed_inc_death
Accomack County, Virginia
Weekly Cumulative Deaths
observed
null
null
2020-01-25
0
null
null
null
null
51,001
county
null
observed_cum_death
Accomack County, Virginia
Weekly Incident Cases
observed
null
null
2020-01-25
0
null
null
null
null
51,001
county
null
observed_inc_cases
Accomack County, Virginia
Weekly Incident Deaths
observed
null
null
2020-01-25
0
null
null
null
null
51,001
county
null
observed_inc_death
Ada County, Idaho
Weekly Cumulative Deaths
observed
null
null
2020-01-25
0
null
null
null
null
16,001
county
null
observed_cum_death
Ada County, Idaho
Weekly Incident Cases
observed
null
null
2020-01-25
0
null
null
null
null
16,001
county
null
observed_inc_cases
Ada County, Idaho
Weekly Incident Deaths
observed
null
null
2020-01-25
0
null
null
null
null
16,001
county
null
observed_inc_death
Adair County, Iowa
Weekly Cumulative Deaths
observed
null
null
2020-01-25
0
null
null
null
null
19,001
county
null
observed_cum_death
Adair County, Iowa
Weekly Incident Cases
observed
null
null
2020-01-25
0
null
null
null
null
19,001
county
null
observed_inc_cases
Adair County, Iowa
Weekly Incident Deaths
observed
null
null
2020-01-25
0
null
null
null
null
19,001
county
null
observed_inc_death
Adair County, Kentucky
Weekly Cumulative Deaths
observed
null
null
2020-01-25
0
null
null
null
null
21,001
county
null
observed_cum_death
Adair County, Kentucky
Weekly Incident Cases
observed
null
null
2020-01-25
0
null
null
null
null
21,001
county
null
observed_inc_cases
Adair County, Kentucky
Weekly Incident Deaths
observed
null
null
2020-01-25
0
null
null
null
null
21,001
county
null
observed_inc_death
Adair County, Missouri
Weekly Cumulative Deaths
observed
null
null
2020-01-25
0
null
null
null
null
29,001
county
null
observed_cum_death
Adair County, Missouri
Weekly Incident Cases
observed
null
null
2020-01-25
0
null
null
null
null
29,001
county
null
observed_inc_cases
Adair County, Missouri
Weekly Incident Deaths
observed
null
null
2020-01-25
0
null
null
null
null
29,001
county
null
observed_inc_death
Adair County, Oklahoma
Weekly Cumulative Deaths
observed
null
null
2020-01-25
0
null
null
null
null
40,001
county
null
observed_cum_death
Adair County, Oklahoma
Weekly Incident Cases
observed
null
null
2020-01-25
0
null
null
null
null
40,001
county
null
observed_inc_cases
Adair County, Oklahoma
Weekly Incident Deaths
observed
null
null
2020-01-25
0
null
null
null
null
40,001
county
null
observed_inc_death
Adams County, Colorado
Weekly Cumulative Deaths
observed
null
null
2020-01-25
0
null
null
null
null
8,001
county
null
observed_cum_death
Adams County, Colorado
Weekly Incident Cases
observed
null
null
2020-01-25
0
null
null
null
null
8,001
county
null
observed_inc_cases
Adams County, Colorado
Weekly Incident Deaths
observed
null
null
2020-01-25
0
null
null
null
null
8,001
county
null
observed_inc_death
Adams County, Idaho
Weekly Cumulative Deaths
observed
null
null
2020-01-25
0
null
null
null
null
16,003
county
null
observed_cum_death
Adams County, Idaho
Weekly Incident Cases
observed
null
null
2020-01-25
0
null
null
null
null
16,003
county
null
observed_inc_cases
Adams County, Idaho
Weekly Incident Deaths
observed
null
null
2020-01-25
0
null
null
null
null
16,003
county
null
observed_inc_death
Adams County, Illinois
Weekly Cumulative Deaths
observed
null
null
2020-01-25
0
null
null
null
null
17,001
county
null
observed_cum_death
Adams County, Illinois
Weekly Incident Cases
observed
null
null
2020-01-25
0
null
null
null
null
17,001
county
null
observed_inc_cases
Adams County, Illinois
Weekly Incident Deaths
observed
null
null
2020-01-25
0
null
null
null
null
17,001
county
null
observed_inc_death
Adams County, Indiana
Weekly Cumulative Deaths
observed
null
null
2020-01-25
0
null
null
null
null
18,001
county
null
observed_cum_death
Adams County, Indiana
Weekly Incident Cases
observed
null
null
2020-01-25
0
null
null
null
null
18,001
county
null
observed_inc_cases
Adams County, Indiana
Weekly Incident Deaths
observed
null
null
2020-01-25
0
null
null
null
null
18,001
county
null
observed_inc_death
Adams County, Iowa
Weekly Cumulative Deaths
observed
null
null
2020-01-25
0
null
null
null
null
19,003
county
null
observed_cum_death
Adams County, Iowa
Weekly Incident Cases
observed
null
null
2020-01-25
0
null
null
null
null
19,003
county
null
observed_inc_cases
Adams County, Iowa
Weekly Incident Deaths
observed
null
null
2020-01-25
0
null
null
null
null
19,003
county
null
observed_inc_death
Adams County, Mississippi
Weekly Cumulative Deaths
observed
null
null
2020-01-25
0
null
null
null
null
28,001
county
null
observed_cum_death
Adams County, Mississippi
Weekly Incident Cases
observed
null
null
2020-01-25
0
null
null
null
null
28,001
county
null
observed_inc_cases
Adams County, Mississippi
Weekly Incident Deaths
observed
null
null
2020-01-25
0
null
null
null
null
28,001
county
null
observed_inc_death
Adams County, Nebraska
Weekly Cumulative Deaths
observed
null
null
2020-01-25
0
null
null
null
null
31,001
county
null
observed_cum_death
Adams County, Nebraska
Weekly Incident Cases
observed
null
null
2020-01-25
0
null
null
null
null
31,001
county
null
observed_inc_cases
Adams County, Nebraska
Weekly Incident Deaths
observed
null
null
2020-01-25
0
null
null
null
null
31,001
county
null
observed_inc_death
Adams County, North Dakota
Weekly Cumulative Deaths
observed
null
null
2020-01-25
0
null
null
null
null
38,001
county
null
observed_cum_death
Adams County, North Dakota
Weekly Incident Cases
observed
null
null
2020-01-25
0
null
null
null
null
38,001
county
null
observed_inc_cases
Adams County, North Dakota
Weekly Incident Deaths
observed
null
null
2020-01-25
0
null
null
null
null
38,001
county
null
observed_inc_death
Adams County, Ohio
Weekly Cumulative Deaths
observed
null
null
2020-01-25
0
null
null
null
null
39,001
county
null
observed_cum_death
Adams County, Ohio
Weekly Incident Cases
observed
null
null
2020-01-25
0
null
null
null
null
39,001
county
null
observed_inc_cases
Adams County, Ohio
Weekly Incident Deaths
observed
null
null
2020-01-25
0
null
null
null
null
39,001
county
null
observed_inc_death
Adams County, Pennsylvania
Weekly Cumulative Deaths
observed
null
null
2020-01-25
0
null
null
null
null
42,001
county
null
observed_cum_death
Adams County, Pennsylvania
Weekly Incident Cases
observed
null
null
2020-01-25
0
null
null
null
null
42,001
county
null
observed_inc_cases
Adams County, Pennsylvania
Weekly Incident Deaths
observed
null
null
2020-01-25
0
null
null
null
null
42,001
county
null
observed_inc_death
Adams County, Washington
Weekly Cumulative Deaths
observed
null
null
2020-01-25
0
null
null
null
null
53,001
county
null
observed_cum_death
Adams County, Washington
Weekly Incident Cases
observed
null
null
2020-01-25
0
null
null
null
null
53,001
county
null
observed_inc_cases
Adams County, Washington
Weekly Incident Deaths
observed
null
null
2020-01-25
0
null
null
null
null
53,001
county
null
observed_inc_death
Adams County, Wisconsin
Weekly Cumulative Deaths
observed
null
null
2020-01-25
0
null
null
null
null
55,001
county
null
observed_cum_death
Adams County, Wisconsin
Weekly Incident Cases
observed
null
null
2020-01-25
0
null
null
null
null
55,001
county
null
observed_inc_cases
Adams County, Wisconsin
Weekly Incident Deaths
observed
null
null
2020-01-25
0
null
null
null
null
55,001
county
null
observed_inc_death
Addison County, Vermont
Weekly Cumulative Deaths
observed
null
null
2020-01-25
0
null
null
null
null
50,001
county
null
observed_cum_death
Addison County, Vermont
Weekly Incident Cases
observed
null
null
2020-01-25
0
null
null
null
null
50,001
county
null
observed_inc_cases
Addison County, Vermont
Weekly Incident Deaths
observed
null
null
2020-01-25
0
null
null
null
null
50,001
county
null
observed_inc_death
Adjuntas Municipio, Puerto Rico
Weekly Cumulative Deaths
observed
null
null
2020-01-25
0
null
null
null
null
72,001
county
null
observed_cum_death
Adjuntas Municipio, Puerto Rico
Weekly Incident Cases
observed
null
null
2020-01-25
0
null
null
null
null
72,001
county
null
observed_inc_cases
Adjuntas Municipio, Puerto Rico
Weekly Incident Deaths
observed
null
null
2020-01-25
0
null
null
null
null
72,001
county
null
observed_inc_death
Aguada Municipio, Puerto Rico
Weekly Cumulative Deaths
observed
null
null
2020-01-25
0
null
null
null
null
72,003
county
null
observed_cum_death
Aguada Municipio, Puerto Rico
Weekly Incident Cases
observed
null
null
2020-01-25
0
null
null
null
null
72,003
county
null
observed_inc_cases
Aguada Municipio, Puerto Rico
Weekly Incident Deaths
observed
null
null
2020-01-25
0
null
null
null
null
72,003
county
null
observed_inc_death
Aguadilla Municipio, Puerto Rico
Weekly Cumulative Deaths
observed
null
null
2020-01-25
0
null
null
null
null
72,005
county
null
observed_cum_death
Aguadilla Municipio, Puerto Rico
Weekly Incident Cases
observed
null
null
2020-01-25
0
null
null
null
null
72,005
county
null
observed_inc_cases
Aguadilla Municipio, Puerto Rico
Weekly Incident Deaths
observed
null
null
2020-01-25
0
null
null
null
null
72,005
county
null
observed_inc_death
Aguas Buenas Municipio, Puerto Rico
Weekly Cumulative Deaths
observed
null
null
2020-01-25
0
null
null
null
null
72,007
county
null
observed_cum_death
Aguas Buenas Municipio, Puerto Rico
Weekly Incident Cases
observed
null
null
2020-01-25
0
null
null
null
null
72,007
county
null
observed_inc_cases
Aguas Buenas Municipio, Puerto Rico
Weekly Incident Deaths
observed
null
null
2020-01-25
0
null
null
null
null
72,007
county
null
observed_inc_death
Aibonito Municipio, Puerto Rico
Weekly Cumulative Deaths
observed
null
null
2020-01-25
0
null
null
null
null
72,009
county
null
observed_cum_death
Aibonito Municipio, Puerto Rico
Weekly Incident Cases
observed
null
null
2020-01-25
0
null
null
null
null
72,009
county
null
observed_inc_cases
Aibonito Municipio, Puerto Rico
Weekly Incident Deaths
observed
null
null
2020-01-25
0
null
null
null
null
72,009
county
null
observed_inc_death
Aiken County, South Carolina
Weekly Cumulative Deaths
observed
null
null
2020-01-25
0
null
null
null
null
45,003
county
null
observed_cum_death
Aiken County, South Carolina
Weekly Incident Cases
observed
null
null
2020-01-25
0
null
null
null
null
45,003
county
null
observed_inc_cases
Aiken County, South Carolina
Weekly Incident Deaths
observed
null
null
2020-01-25
0
null
null
null
null
45,003
county
null
observed_inc_death
Aitkin County, Minnesota
Weekly Cumulative Deaths
observed
null
null
2020-01-25
0
null
null
null
null
27,001
county
null
observed_cum_death
Aitkin County, Minnesota
Weekly Incident Cases
observed
null
null
2020-01-25
0
null
null
null
null
27,001
county
null
observed_inc_cases
Aitkin County, Minnesota
Weekly Incident Deaths
observed
null
null
2020-01-25
0
null
null
null
null
27,001
county
null
observed_inc_death
Alachua County, Florida
Weekly Cumulative Deaths
observed
null
null
2020-01-25
0
null
null
null
null
12,001
county
null
observed_cum_death
Alachua County, Florida
Weekly Incident Cases
observed
null
null
2020-01-25
0
null
null
null
null
12,001
county
null
observed_inc_cases
Alachua County, Florida
Weekly Incident Deaths
observed
null
null
2020-01-25
0
null
null
null
null
12,001
county
null
observed_inc_death
Alamance County, North Carolina
Weekly Cumulative Deaths
observed
null
null
2020-01-25
0
null
null
null
null
37,001
county
null
observed_cum_death
Alamance County, North Carolina
Weekly Incident Cases
observed
null
null
2020-01-25
0
null
null
null
null
37,001
county
null
observed_inc_cases
Alamance County, North Carolina
Weekly Incident Deaths
observed
null
null
2020-01-25
0
null
null
null
null
37,001
county
null
observed_inc_death
Alameda County, California
Weekly Cumulative Deaths
observed
null
null
2020-01-25
0
null
null
null
null
6,001
county
null
observed_cum_death
Alameda County, California
Weekly Incident Cases
observed
null
null
2020-01-25
0
null
null
null
null
6,001
county
null
observed_inc_cases
Alameda County, California
Weekly Incident Deaths
observed
null
null
2020-01-25
0
null
null
null
null
6,001
county
null
observed_inc_death
Alamosa County, Colorado
Weekly Cumulative Deaths
observed
null
null
2020-01-25
0
null
null
null
null
8,003
county
null
observed_cum_death
Alamosa County, Colorado
Weekly Incident Cases
observed
null
null
2020-01-25
0
null
null
null
null
8,003
county
null
observed_inc_cases
Alamosa County, Colorado
Weekly Incident Deaths
observed
null
null
2020-01-25
0
null
null
null
null
8,003
county
null
observed_inc_death
Albany County, New York
Weekly Cumulative Deaths
observed
null
null
2020-01-25
0
null
null
null
null
36,001
county
null
observed_cum_death
Albany County, New York
Weekly Incident Cases
observed
null
null
2020-01-25
0
null
null
null
null
36,001
county
null
observed_inc_cases
Albany County, New York
Weekly Incident Deaths
observed
null
null
2020-01-25
0
null
null
null
null
36,001
county
null
observed_inc_death
Albany County, Wyoming
Weekly Cumulative Deaths
observed
null
null
2020-01-25
0
null
null
null
null
56,001
county
null
observed_cum_death
End of preview.

CDC COVID-19 Cases and Deaths Ensemble Forecast Archive

Description

This dataset contains forecasted weekly numbers of reported COVID-19 incident cases, incident deaths, and cumulative deaths in the United States, previously reported on COVID Data Tracker (https://covid.cdc.gov/covid-data-tracker/#datatracker-home). These forecasts were generated using mathematical models by CDC partners in the COVID-19 Forecast Hub (https://covid19forecasthub.org/doc/ensemble/). A CDC ensemble model was produced every week using the submitted models from that week at the national, and state/territory level.

This dataset is intended to mirror the observed and forecasted data, previously available for download on the CDC’s COVID Data Tracker. Mortality forecasts for both new and cumulative reported COVID-19 deaths were produced at the state and territory level and national level. Forecasts of new reported COVID-19 cases were produced at the county, state/territory, and national level. Please note that this dataset is not complete for every model, date, location or combination thereof. Specifically, county level submissions for COVID-19 incident cases were accepted, but not required, and are missing or incomplete for many models and dates. State and territory-level forecasts are more complete, but not all models submitted forecasts for all locations, dates, and targets (new reported deaths, new reported cases, and cumulative reported deaths). Forecasts for COVID-19 incident cases were discontinued in February 2022. Forecasts for COVID-19 cumulative and incident deaths were discontinued in March 2023.

Dataset Details

  • Publisher: Centers for Disease Control and Prevention
  • Geographic Coverage: National
  • Last Modified: 2023-04-26
  • Contact: Center for Forecasting and Outbreak Analytics ([email protected])

Source

Original data can be found at: https://data.cdc.gov/d/ci7c-73kg

Usage

You can load this dataset using:

from datasets import load_dataset
 dataset = load_dataset('HHS-Official/cdc-covid-19-cases-and-deaths-ensemble-forecast-ar')

License

This dataset is licensed under http://creativecommons.org/licenses/by/4.0/legalcode

Downloads last month
35