# Technical Factors Pro

Professional-grade daily technical factors, a superset of stk_factor with 260+ columns, one row per stock per trading day. It spans a rich indicator set (MA/EMA, RSI, MACD, KDJ, BOLL, BBI, DMI, OBV, MFI, and more) and ships three parallel price series: unadjusted, forward-adjusted, and back-adjusted. It suits large-scale factor mining and multi-horizon signal backtesting in quant research, sparing you a custom indicator pipeline. Note the very high column count, so select only the fields you need to control transfer and compute cost, and forward-adjusted columns are recomputed retroactively after corporate actions.

`GET /v2/market/technical-factors-pro`

## Parameters

| Name | Type | Required | Description |
| --- | --- | --- | --- |
| `symbol` | string | No | Stock code, e.g. 000001.SZ |
| `start_date` | string | No | Start date (YYYYMMDD) |
| `end_date` | string | No | End date (YYYYMMDD) |
| `trade_date` | string | No | Trading date YYYYMMDD (single day) |

## Key Response Fields

| Field | Description |
| --- | --- |
| `close_qfq / close_hfq` | Forward / backward adjusted close price |
| `ma_qfq_5 / ma_qfq_10 / ma_qfq_20` | Simple moving averages (forward-adjusted) |
| `ema_qfq_5 / ema_qfq_12 / ema_qfq_26` | Exponential moving averages (forward-adjusted) |
| `macd_dif_qfq, macd_dea_qfq, macd_qfq` | MACD (forward-adjusted) |
| `rsi_qfq_6 / rsi_qfq_12 / rsi_qfq_24` | RSI (forward-adjusted) |
| `_bfq / _qfq / _hfq` | Each indicator in 3 variants — unadjusted / forward / backward |

## API Example

cURL

```
curl -H "X-API-Key: YOUR_KEY" \
  "https://asharehub.com/v2/market/technical-factors-pro?symbol=000001.SZ"
```

Python SDK

```
from asharehub import AShareHub

client = AShareHub(api_key="YOUR_KEY")
df = client.technical_factors_pro(symbol="000001.SZ")
print(df.head())
```

## Sample Data

returns a pandas.DataFrame

| symbol | trade_date | open | open_hfq | open_qfq | high | high_hfq | high_qfq | low | low_hfq | … +251 |
| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
| 000001.SZ | 20260626 | 10.42 | 1448.4634 | 10.42 | 10.47 | 1455.4138 | 10.47 | 10.19 | 1416.4915 | … |
| 000001.SZ | 20260625 | 10.47 | 1455.4138 | 10.47 | 10.59 | 1472.0947 | 10.59 | 10.41 | 1447.0733 | … |
| 000001.SZ | 20260624 | 10.68 | 1484.6054 | 10.68 | 10.78 | 1498.5062 | 10.78 | 10.51 | 1460.9741 | … |