Money Flow
Daily per-stock money flow, decomposed by order size into small (<50k CNY), medium (50k-200k), large (200k-1M) and extra-large (>1M) buckets, each reporting active buy/sell volume and turnover plus net inflow per tier and overall. History runs from 2010, refreshed every trading day. Widely used to read the tug-of-war between institutional money (large/extra-large orders) and retail (small orders) and to spot accumulation/distribution divergences. Note amounts are in CNY (10k-CNY units for some fields); positive net inflow means net buying.
GET /v2/flows/moneyflowParameters
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
Type
Description
symbol
string
Stock code
trade_date
string
Trading date
buy_sm_vol / buy_sm_amount
number
Small order buy (<50K)
sell_sm_vol / sell_sm_amount
number
Small order sell
buy_md_vol / buy_md_amount
number
Medium order buy (50K–200K)
sell_md_vol / sell_md_amount
number
Medium order sell
buy_lg_vol / buy_lg_amount
number
Large order buy (200K–1M)
sell_lg_vol / sell_lg_amount
number
Large order sell
buy_elg_vol / buy_elg_amount
number
Extra-large order buy (>=1M)
sell_elg_vol / sell_elg_amount
number
Extra-large order sell
net_mf_vol
number
Net money flow volume
net_mf_amount
number
Net money flow (10k CNY)
API Example
cURL
curl -H "X-API-Key: YOUR_KEY" \
"https://asharehub.com/v2/flows/moneyflow?symbol=000001.SZ"Python SDK
from asharehub import AShareHub
client = AShareHub(api_key="YOUR_KEY")
df = client.moneyflow(symbol="000001.SZ")
print(df.head())Sample Data
returns a pandas.DataFrame
| symbol | trade_date | buy_sm_vol | buy_sm_amount | sell_sm_vol | sell_sm_amount | buy_md_vol | buy_md_amount | sell_md_vol | sell_md_amount | … +10 |
|---|---|---|---|---|---|---|---|---|---|---|
| 000001.SZ | 20260626 | 365899 | 37595.13 | 316237 | 32486.64 | 424052 | 43585.46 | 332407 | 34158.38 | … |
| 000001.SZ | 20260625 | 267784 | 28062.6 | 293823 | 30802.65 | 353722 | 37081.87 | 311264 | 32656.48 | … |
| 000001.SZ | 20260624 | 284619 | 30136.73 | 306705 | 32493.94 | 468380 | 49631.77 | 377582 | 40039.59 | … |
Esc