| # FRED (Federal Reserve Economic Data) |
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| 534,685 series so far, most popular first; more are added as the pull continues. |
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| Long format: `series_id`, `date`, `value` (missing values are null). Metadata (title, units, frequency, seasonal adjustment, category, dates, notes) in `fred/catalog.parquet`. |
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|
| ```python |
| import pandas as pd |
| cat = pd.read_parquet('hf://datasets/syncster-data/economic-data/fred/catalog.parquet') |
| df = pd.read_parquet('hf://datasets/syncster-data/economic-data/fred/<category>/') # e.g. money_banking_finance |
| unrate = df[df.series_id == 'UNRATE'] |
| ``` |
|
|
| | folder | series | |
| |---|---| |
| | `academic_data` | 16,628 | |
| | `international_data` | 60,927 | |
| | `money_banking_finance` | 8,139 | |
| | `national_accounts` | 55,184 | |
| | `population_employment_labor_markets` | 23,012 | |
| | `prices` | 8,558 | |
| | `production_business_activity` | 33,073 | |
| | `u_s_regional_data` | 329,164 | |
|
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| ## Credit |
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|
| Source: FRED, Federal Reserve Bank of St. Louis, https://fred.stlouisfed.org/. Many series originate with other agencies (BLS, BEA, Census, Federal Reserve Board, etc.); credit the original source shown in each series description. Some series are copyrighted by third parties; those are flagged in the catalog `license` column. This product uses the FRED API but is not endorsed or certified by the Federal Reserve Bank of St. Louis. |
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