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datetime
timestamp[ms]
open
float32
close
float32
high
float32
low
float32
volume
uint32
money
uint64
avg
float32
high_limit
float32
low_limit
float32
pre_close
float32
paused
bool
factor
float32
2005-01-04T09:31:00
1.41
1.41
1.41
1.41
12,580
17,739
1.41
1.56
1.27
null
false
0.214623
2005-01-04T09:32:00
1.41
1.41
1.41
1.41
74,549
105,098
1.41
1.56
1.27
1.41
false
0.214623
2005-01-04T09:33:00
1.41
1.41
1.41
1.41
47,991
67,474
1.41
1.56
1.27
1.41
false
0.214623
2005-01-04T09:34:00
1.4
1.41
1.41
1.4
14,444
20,287
1.41
1.56
1.27
1.41
false
0.214623
2005-01-04T09:35:00
1.41
1.41
1.41
1.41
22,365
31,444
1.41
1.56
1.27
1.41
false
0.214623
2005-01-04T09:36:00
1.4
1.41
1.41
1.4
39,604
55,450
1.4
1.56
1.27
1.41
false
0.214623
2005-01-04T09:37:00
1.4
1.4
1.4
1.4
64,299
89,783
1.4
1.56
1.27
1.41
false
0.214623
2005-01-04T09:38:00
1.4
1.4
1.4
1.39
36,343
50,690
1.39
1.56
1.27
1.4
false
0.214623
2005-01-04T09:39:00
1.39
1.4
1.4
1.39
20,967
29,152
1.39
1.56
1.27
1.4
false
0.214623
2005-01-04T09:40:00
1.4
1.4
1.4
1.4
15,842
22,148
1.4
1.56
1.27
1.4
false
0.214623
2005-01-04T09:41:00
1.4
1.4
1.4
1.4
56,378
79,386
1.4
1.56
1.27
1.4
false
0.214623
2005-01-04T09:42:00
1.4
1.4
1.4
1.4
24,228
34,569
1.4
1.56
1.27
1.4
false
0.214623
2005-01-04T09:43:00
1.4
1.4
1.4
1.4
21,899
30,724
1.4
1.56
1.27
1.4
false
0.214623
2005-01-04T09:44:00
1.4
1.4
1.4
1.4
56,378
79,139
1.4
1.56
1.27
1.4
false
0.214623
2005-01-04T09:45:00
1.4
1.4
1.4
1.4
11,182
15,696
1.4
1.56
1.27
1.4
false
0.214623
2005-01-04T09:46:00
1.4
1.4
1.4
1.4
28,422
39,853
1.4
1.56
1.27
1.4
false
0.214623
2005-01-04T09:47:00
1.4
1.4
1.4
1.4
60,571
84,872
1.4
1.56
1.27
1.4
false
0.214623
2005-01-04T09:48:00
1.4
1.4
1.4
1.4
27,024
37,785
1.4
1.56
1.27
1.4
false
0.214623
2005-01-04T09:49:00
1.4
1.4
1.4
1.4
34,945
49,102
1.4
1.56
1.27
1.4
false
0.214623
2005-01-04T09:50:00
1.4
1.39
1.4
1.39
44,264
61,648
1.39
1.56
1.27
1.4
false
0.214623
2005-01-04T09:51:00
1.39
1.39
1.39
1.39
32,615
45,405
1.39
1.56
1.27
1.39
false
0.214623
2005-01-04T09:52:00
1.4
1.39
1.4
1.39
15,376
21,430
1.39
1.56
1.27
1.39
false
0.214623
2005-01-04T09:53:00
1.4
1.39
1.4
1.39
20,035
27,945
1.4
1.56
1.27
1.39
false
0.214623
2005-01-04T09:54:00
1.4
1.39
1.4
1.39
33,081
46,102
1.4
1.56
1.27
1.39
false
0.214623
2005-01-04T09:55:00
1.39
1.39
1.39
1.39
36,343
50,581
1.39
1.56
1.27
1.39
false
0.214623
2005-01-04T09:56:00
1.39
1.39
1.39
1.39
21,899
30,502
1.39
1.56
1.27
1.39
false
0.214623
2005-01-04T09:57:00
1.39
1.39
1.39
1.39
34,479
48,008
1.39
1.56
1.27
1.39
false
0.214623
2005-01-04T09:58:00
1.39
1.39
1.39
1.39
20,501
28,553
1.39
1.56
1.27
1.39
false
0.214623
2005-01-04T09:59:00
1.39
1.39
1.39
1.39
86,197
120,055
1.39
1.56
1.27
1.39
false
0.214623
2005-01-04T10:00:00
1.4
1.4
1.4
1.39
62,435
87,099
1.4
1.56
1.27
1.39
false
0.214623
2005-01-04T10:01:00
1.39
1.4
1.4
1.39
168,202
234,625
1.4
1.56
1.27
1.4
false
0.214623
2005-01-04T10:02:00
1.4
1.4
1.4
1.39
187,305
260,926
1.39
1.56
1.27
1.4
false
0.214623
2005-01-04T10:03:00
1.4
1.4
1.4
1.4
17,705
24,700
1.4
1.56
1.27
1.4
false
0.214623
2005-01-04T10:04:00
1.4
1.4
1.4
1.4
53,116
74,288
1.4
1.56
1.27
1.4
false
0.214623
2005-01-04T10:05:00
1.4
1.4
1.4
1.4
9,785
13,722
1.4
1.56
1.27
1.4
false
0.214623
2005-01-04T10:06:00
1.4
1.4
1.4
1.4
51,253
71,896
1.4
1.56
1.27
1.4
false
0.214623
2005-01-04T10:07:00
1.41
1.4
1.41
1.4
33,547
47,465
1.41
1.56
1.27
1.4
false
0.214623
2005-01-04T10:08:00
1.41
1.41
1.41
1.41
9,319
13,100
1.41
1.56
1.27
1.4
false
0.214623
2005-01-04T10:09:00
1.41
1.4
1.41
1.4
37,275
52,711
1.4
1.56
1.27
1.41
false
0.214623
2005-01-04T10:10:00
1.4
1.41
1.41
1.4
11,648
16,706
1.41
1.56
1.27
1.4
false
0.214623
2005-01-04T10:11:00
1.4
1.41
1.41
1.4
13,978
19,664
1.41
1.56
1.27
1.41
false
0.214623
2005-01-04T10:12:00
1.41
1.41
1.41
1.41
15,842
22,288
1.41
1.56
1.27
1.41
false
0.214623
2005-01-04T10:13:00
1.4
1.41
1.41
1.4
88,527
123,979
1.41
1.56
1.27
1.41
false
0.214623
2005-01-04T10:14:00
1.4
1.4
1.4
1.4
17,705
24,871
1.4
1.56
1.27
1.41
false
0.214623
2005-01-04T10:15:00
1.4
1.4
1.4
1.4
8,387
11,772
1.4
1.56
1.27
1.4
false
0.214623
2005-01-04T10:16:00
1.4
1.4
1.4
1.4
21,433
30,018
1.4
1.56
1.27
1.4
false
0.214623
2005-01-04T10:17:00
1.4
1.4
1.4
1.4
25,160
35,860
1.4
1.56
1.27
1.4
false
0.214623
2005-01-04T10:18:00
1.4
1.4
1.4
1.4
12,580
17,599
1.4
1.56
1.27
1.4
false
0.214623
2005-01-04T10:19:00
1.4
1.4
1.4
1.4
231,102
322,502
1.4
1.56
1.27
1.4
false
0.214623
2005-01-04T10:20:00
1.4
1.4
1.4
1.4
8,387
11,745
1.4
1.56
1.27
1.4
false
0.214623
2005-01-04T10:21:00
1.4
1.4
1.4
1.4
11,648
16,301
1.4
1.56
1.27
1.4
false
0.214623
2005-01-04T10:22:00
1.4
1.4
1.4
1.4
13,978
19,566
1.4
1.56
1.27
1.4
false
0.214623
2005-01-04T10:23:00
1.4
1.4
1.4
1.4
13,046
18,252
1.4
1.56
1.27
1.4
false
0.214623
2005-01-04T10:24:00
1.4
1.4
1.4
1.4
43,332
60,518
1.4
1.56
1.27
1.4
false
0.214623
2005-01-04T10:25:00
1.4
1.4
1.4
1.4
31,683
44,254
1.4
1.56
1.27
1.4
false
0.214623
2005-01-04T10:26:00
1.4
1.4
1.4
1.4
10,716
15,014
1.4
1.56
1.27
1.4
false
0.214623
2005-01-04T10:27:00
1.4
1.4
1.4
1.4
17,705
24,794
1.4
1.56
1.27
1.4
false
0.214623
2005-01-04T10:28:00
1.4
1.4
1.4
1.4
15,842
22,275
1.4
1.56
1.27
1.4
false
0.214623
2005-01-04T10:29:00
1.4
1.4
1.4
1.4
8,387
11,772
1.4
1.56
1.27
1.4
false
0.214623
2005-01-04T10:30:00
1.4
1.4
1.4
1.4
65,231
91,503
1.4
1.56
1.27
1.4
false
0.214623
2005-01-04T10:31:00
1.4
1.4
1.4
1.4
23,763
33,332
1.4
1.56
1.27
1.4
false
0.214623
2005-01-04T10:32:00
1.4
1.4
1.4
1.4
2,796
3,918
1.4
1.56
1.27
1.4
false
0.214623
2005-01-04T10:33:00
1.4
1.4
1.4
1.4
0
0
1.4
1.56
1.27
1.4
false
0.214623
2005-01-04T10:34:00
1.4
1.4
1.4
1.4
9,785
14,283
1.4
1.56
1.27
1.4
false
0.214623
2005-01-04T10:35:00
1.4
1.4
1.4
1.4
1,398
1,953
1.4
1.56
1.27
1.4
false
0.214623
2005-01-04T10:36:00
1.4
1.4
1.4
1.4
25,160
35,107
1.4
1.56
1.27
1.4
false
0.214623
2005-01-04T10:37:00
1.4
1.4
1.4
1.4
15,842
22,100
1.4
1.56
1.27
1.4
false
0.214623
2005-01-04T10:38:00
1.4
1.4
1.4
1.4
12,580
17,571
1.4
1.56
1.27
1.4
false
0.214623
2005-01-04T10:39:00
1.4
1.4
1.4
1.4
25,160
35,451
1.4
1.56
1.27
1.4
false
0.214623
2005-01-04T10:40:00
1.4
1.4
1.4
1.4
51,718
72,192
1.4
1.56
1.27
1.4
false
0.214623
2005-01-04T10:41:00
1.4
1.4
1.4
1.4
20,967
29,296
1.4
1.56
1.27
1.4
false
0.214623
2005-01-04T10:42:00
1.4
1.4
1.4
1.4
9,319
13,057
1.4
1.56
1.27
1.4
false
0.214623
2005-01-04T10:43:00
1.4
1.4
1.4
1.4
11,182
15,672
1.4
1.56
1.27
1.4
false
0.214623
2005-01-04T10:44:00
1.4
1.4
1.4
1.4
8,387
11,744
1.4
1.56
1.27
1.4
false
0.214623
2005-01-04T10:45:00
1.4
1.4
1.4
1.4
8,853
12,407
1.4
1.56
1.27
1.4
false
0.214623
2005-01-04T10:46:00
1.4
1.4
1.4
1.4
21,433
29,992
1.4
1.56
1.27
1.4
false
0.214623
2005-01-04T10:47:00
1.4
1.4
1.4
1.4
104,369
145,671
1.4
1.56
1.27
1.4
false
0.214623
2005-01-04T10:48:00
1.4
1.4
1.4
1.4
8,387
11,754
1.4
1.56
1.27
1.4
false
0.214623
2005-01-04T10:49:00
1.4
1.4
1.4
1.4
11,648
16,318
1.4
1.56
1.27
1.4
false
0.214623
2005-01-04T10:50:00
1.4
1.4
1.4
1.4
16,308
22,814
1.4
1.56
1.27
1.4
false
0.214623
2005-01-04T10:51:00
1.4
1.4
1.4
1.4
11,648
16,300
1.4
1.56
1.27
1.4
false
0.214623
2005-01-04T10:52:00
1.4
1.4
1.4
1.4
12,580
18,221
1.4
1.56
1.27
1.4
false
0.214623
2005-01-04T10:53:00
1.4
1.4
1.4
1.4
26,558
37,808
1.4
1.56
1.27
1.4
false
0.214623
2005-01-04T10:54:00
1.4
1.4
1.4
1.4
71,754
100,467
1.4
1.56
1.27
1.4
false
0.214623
2005-01-04T10:55:00
1.4
1.4
1.4
1.39
33,547
46,809
1.4
1.56
1.27
1.4
false
0.214623
2005-01-04T10:56:00
1.39
1.4
1.4
1.39
15,376
21,477
1.4
1.56
1.27
1.4
false
0.214623
2005-01-04T10:57:00
1.4
1.4
1.4
1.4
17,705
24,700
1.4
1.56
1.27
1.4
false
0.214623
2005-01-04T10:58:00
1.39
1.4
1.4
1.39
268,377
373,719
1.39
1.56
1.27
1.4
false
0.214623
2005-01-04T10:59:00
1.4
1.4
1.4
1.4
19,569
27,410
1.4
1.56
1.27
1.4
false
0.214623
2005-01-04T11:00:00
1.4
1.4
1.4
1.4
11,182
15,666
1.4
1.56
1.27
1.4
false
0.214623
2005-01-04T11:01:00
1.4
1.4
1.4
1.4
61,969
86,710
1.4
1.56
1.27
1.4
false
0.214623
2005-01-04T11:02:00
1.4
1.4
1.4
1.4
8,853
12,406
1.4
1.56
1.27
1.4
false
0.214623
2005-01-04T11:03:00
1.4
1.39
1.4
1.39
153,292
213,183
1.39
1.56
1.27
1.4
false
0.214623
2005-01-04T11:04:00
1.39
1.39
1.39
1.39
16,308
22,699
1.39
1.56
1.27
1.39
false
0.214623
2005-01-04T11:05:00
1.4
1.39
1.4
1.39
22,365
31,125
1.39
1.56
1.27
1.39
false
0.214623
2005-01-04T11:06:00
1.4
1.39
1.4
1.39
55,912
77,750
1.39
1.56
1.27
1.39
false
0.214623
2005-01-04T11:07:00
1.4
1.4
1.4
1.4
99,709
139,136
1.4
1.56
1.27
1.39
false
0.214623
2005-01-04T11:08:00
1.4
1.4
1.4
1.4
8,387
11,736
1.4
1.56
1.27
1.4
false
0.214623
2005-01-04T11:09:00
1.4
1.4
1.4
1.4
60,571
84,530
1.4
1.56
1.27
1.4
false
0.214623
2005-01-04T11:10:00
1.4
1.4
1.4
1.4
15,842
22,152
1.4
1.56
1.27
1.4
false
0.214623
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YAML Metadata Warning:The task_categories "tabular" is not in the official list: text-classification, token-classification, table-question-answering, question-answering, zero-shot-classification, translation, summarization, feature-extraction, text-generation, fill-mask, sentence-similarity, text-to-speech, text-to-audio, automatic-speech-recognition, audio-to-audio, audio-classification, audio-text-to-text, voice-activity-detection, depth-estimation, image-classification, object-detection, image-segmentation, text-to-image, image-to-text, image-to-image, image-to-video, unconditional-image-generation, video-classification, reinforcement-learning, robotics, tabular-classification, tabular-regression, tabular-to-text, table-to-text, multiple-choice, text-ranking, text-retrieval, time-series-forecasting, text-to-video, image-text-to-text, image-text-to-image, image-text-to-video, visual-question-answering, document-question-answering, zero-shot-image-classification, graph-ml, mask-generation, zero-shot-object-detection, text-to-3d, image-to-3d, image-feature-extraction, video-text-to-text, keypoint-detection, visual-document-retrieval, any-to-any, video-to-video, other

China Stock Market 1-Minute Bar Dataset (Parquet)

This dataset provides high-frequency 1-minute historical candlestick and trading data for Chinese A-Share stocks (SSE / SZSE: .XSHE, .XSHG).

Attribution & Source Credit

This dataset is an optimized Parquet conversion of the original CSV dataset created by jobs-git:

Optimizations in this Version

  1. Format: Apache Parquet with high-efficiency column encodings.
  2. Compression: Zstandard Level 18 with specialized Parquet encoders:
    • datetime: timestamp[ms] with DELTA_BINARY_PACKED
    • volume: UInt32 with DELTA_BINARY_PACKED
    • money: UInt64 (integer turnover in RMB) with DELTA_BINARY_PACKED
    • paused: Boolean with RLE (Run-Length Encoding)
    • Prices (open, close, high, low, avg, high_limit, low_limit, pre_close, factor): Float32
  3. Storage Efficiency: ~12.3x compression ratio (reduces 121.5 GB to ~9.9 GB total storage).
  4. Fast Columnar Access: Supports vectorized queries and partition-level filtering.

Schema

Column Type Description
datetime timestamp[ms] Minute timestamp (YYYY-MM-DD HH:MM:SS)
open float32 Minute opening price
close float32 Minute closing price
high float32 Minute high price
low float32 Minute low price
volume uint32 Minute trading volume (shares)
money uint64 Minute turnover / amount (RMB)
avg float32 Minute volume-weighted average price (VWAP)
high_limit float32 Daily price upper limit
low_limit float32 Daily price lower limit
pre_close float32 Previous day closing price
paused bool Trading suspension status flag
factor float32 Price adjustment factor

Quick Usage

Polars

import polars as pl

# Direct URL / Hugging Face streaming
url = "hf://datasets/q1232990/StockChina-Minute-Parquet/000001.XSHE.parquet"
df = pl.read_parquet(url)
print(df.head())

PyArrow

import pyarrow.parquet as pq
from huggingface_hub import hf_hub_download

file_path = hf_hub_download(repo_id="q1232990/StockChina-Minute-Parquet", filename="000001.XSHE.parquet", repo_type="dataset")
table = pq.read_table(file_path)
print(table.schema)

DuckDB

SELECT * FROM 'hf://datasets/q1232990/StockChina-Minute-Parquet/000001.XSHE.parquet' LIMIT 10;
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