# Markets reference data

Aggregated data: economic calendar, bond yields, sovereign yields, corporate bonds, credit indices, bond futures, FX derivatives, earnings calendar, insider and congressional trades, company profiles, stock fundamentals, and financial statements (JSON `data` column).

```python
import pandas as pd
economic_calendar = pd.read_parquet('hf://datasets/syncster-data/economic-data/markets_reference/economic_calendar.parquet')
bond_yields = pd.read_parquet('hf://datasets/syncster-data/economic-data/markets_reference/bond_yields.parquet')
sovereign_yields = pd.read_parquet('hf://datasets/syncster-data/economic-data/markets_reference/sovereign_yields.parquet')
corporate_bonds = pd.read_parquet('hf://datasets/syncster-data/economic-data/markets_reference/corporate_bonds.parquet')
credit_indices = pd.read_parquet('hf://datasets/syncster-data/economic-data/markets_reference/credit_indices.parquet')
bond_futures = pd.read_parquet('hf://datasets/syncster-data/economic-data/markets_reference/bond_futures.parquet')
fx_derivatives = pd.read_parquet('hf://datasets/syncster-data/economic-data/markets_reference/fx_derivatives.parquet')
earnings_calendar = pd.read_parquet('hf://datasets/syncster-data/economic-data/markets_reference/earnings_calendar.parquet')
insider_trades = pd.read_parquet('hf://datasets/syncster-data/economic-data/markets_reference/insider_trades.parquet')
company_profiles = pd.read_parquet('hf://datasets/syncster-data/economic-data/markets_reference/company_profiles.parquet')
stock_fundamentals = pd.read_parquet('hf://datasets/syncster-data/economic-data/markets_reference/stock_fundamentals.parquet')
fin = pd.read_parquet('hf://datasets/syncster-data/economic-data/markets_reference/financial_reports/')  # long table, statements as JSON
```

Bond, futures and FX tables are long format: `symbol`, `bucket`, `date`, `field`, `value`.