arvind7754 tuankg1028 commited on
Commit
032faaf
·
0 Parent(s):

Duplicate from tuankg1028/btc-candlestick-dataset

Browse files

Co-authored-by: Tuan <tuankg1028@users.noreply.huggingface.co>

.gitattributes ADDED
@@ -0,0 +1,59 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ *.7z filter=lfs diff=lfs merge=lfs -text
2
+ *.arrow filter=lfs diff=lfs merge=lfs -text
3
+ *.bin filter=lfs diff=lfs merge=lfs -text
4
+ *.bz2 filter=lfs diff=lfs merge=lfs -text
5
+ *.ckpt filter=lfs diff=lfs merge=lfs -text
6
+ *.ftz filter=lfs diff=lfs merge=lfs -text
7
+ *.gz filter=lfs diff=lfs merge=lfs -text
8
+ *.h5 filter=lfs diff=lfs merge=lfs -text
9
+ *.joblib filter=lfs diff=lfs merge=lfs -text
10
+ *.lfs.* filter=lfs diff=lfs merge=lfs -text
11
+ *.lz4 filter=lfs diff=lfs merge=lfs -text
12
+ *.mds filter=lfs diff=lfs merge=lfs -text
13
+ *.mlmodel filter=lfs diff=lfs merge=lfs -text
14
+ *.model filter=lfs diff=lfs merge=lfs -text
15
+ *.msgpack filter=lfs diff=lfs merge=lfs -text
16
+ *.npy filter=lfs diff=lfs merge=lfs -text
17
+ *.npz filter=lfs diff=lfs merge=lfs -text
18
+ *.onnx filter=lfs diff=lfs merge=lfs -text
19
+ *.ot filter=lfs diff=lfs merge=lfs -text
20
+ *.parquet filter=lfs diff=lfs merge=lfs -text
21
+ *.pb filter=lfs diff=lfs merge=lfs -text
22
+ *.pickle filter=lfs diff=lfs merge=lfs -text
23
+ *.pkl filter=lfs diff=lfs merge=lfs -text
24
+ *.pt filter=lfs diff=lfs merge=lfs -text
25
+ *.pth filter=lfs diff=lfs merge=lfs -text
26
+ *.rar filter=lfs diff=lfs merge=lfs -text
27
+ *.safetensors filter=lfs diff=lfs merge=lfs -text
28
+ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
29
+ *.tar.* filter=lfs diff=lfs merge=lfs -text
30
+ *.tar filter=lfs diff=lfs merge=lfs -text
31
+ *.tflite filter=lfs diff=lfs merge=lfs -text
32
+ *.tgz filter=lfs diff=lfs merge=lfs -text
33
+ *.wasm filter=lfs diff=lfs merge=lfs -text
34
+ *.xz filter=lfs diff=lfs merge=lfs -text
35
+ *.zip filter=lfs diff=lfs merge=lfs -text
36
+ *.zst filter=lfs diff=lfs merge=lfs -text
37
+ *tfevents* filter=lfs diff=lfs merge=lfs -text
38
+ # Audio files - uncompressed
39
+ *.pcm filter=lfs diff=lfs merge=lfs -text
40
+ *.sam filter=lfs diff=lfs merge=lfs -text
41
+ *.raw filter=lfs diff=lfs merge=lfs -text
42
+ # Audio files - compressed
43
+ *.aac filter=lfs diff=lfs merge=lfs -text
44
+ *.flac filter=lfs diff=lfs merge=lfs -text
45
+ *.mp3 filter=lfs diff=lfs merge=lfs -text
46
+ *.ogg filter=lfs diff=lfs merge=lfs -text
47
+ *.wav filter=lfs diff=lfs merge=lfs -text
48
+ # Image files - uncompressed
49
+ *.bmp filter=lfs diff=lfs merge=lfs -text
50
+ *.gif filter=lfs diff=lfs merge=lfs -text
51
+ *.png filter=lfs diff=lfs merge=lfs -text
52
+ *.tiff filter=lfs diff=lfs merge=lfs -text
53
+ # Image files - compressed
54
+ *.jpg filter=lfs diff=lfs merge=lfs -text
55
+ *.jpeg filter=lfs diff=lfs merge=lfs -text
56
+ *.webp filter=lfs diff=lfs merge=lfs -text
57
+ # Video files - compressed
58
+ *.mp4 filter=lfs diff=lfs merge=lfs -text
59
+ *.webm filter=lfs diff=lfs merge=lfs -text
README.md ADDED
@@ -0,0 +1,61 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ license: mit
3
+ task_categories:
4
+ - image-to-text
5
+ - text-classification
6
+ language:
7
+ - en
8
+ tags:
9
+ - finance
10
+ - trading
11
+ - candlestick
12
+ - time-series
13
+ size_categories:
14
+ - 1K<n<10K
15
+ ---
16
+
17
+ # Candlestick Chart Dataset - BTCUSDT
18
+
19
+ ## Dataset Description
20
+
21
+ This dataset contains candlestick chart images paired with textual descriptions and trading labels for the BTCUSDT trading pair.
22
+
23
+ ### Dataset Summary
24
+
25
+ - **Symbol**: BTCUSDT
26
+ - **Interval**: 1h
27
+ - **Window Size**: 30 candles per chart
28
+ - **Total Records**: 13081
29
+ - **Image Format**: PNG (candlestick charts with volume)
30
+ - **Text Format**: Structured candle data description
31
+ - **Labels**: Trading signal classification
32
+
33
+ ### Dataset Structure
34
+
35
+ Each record contains:
36
+ - `image`: Candlestick chart image (PNG)
37
+ - `text`: Textual description of the last candle
38
+ - `label`: Trading signal/classification
39
+ - `next_close`: Next closing price for validation
40
+ - `image_path`: Original image filename
41
+
42
+ ### Usage
43
+
44
+ ```python
45
+ from datasets import load_dataset
46
+
47
+ dataset = load_dataset("tuankg1028/btc-candlestick-dataset")
48
+ ```
49
+
50
+ ### Citation
51
+
52
+ If you use this dataset, please cite:
53
+
54
+ ```
55
+ @dataset{candlestick_dataset_btcusdt,
56
+ title={Candlestick Chart Dataset - BTCUSDT},
57
+ author={CandleFusion},
58
+ year={2024},
59
+ url={https://huggingface.co/datasets/tuankg1028/btc-candlestick-dataset}
60
+ }
61
+ ```
data/test-00000-of-00001.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b9d861fb48a049facc539d99d1a22f2ae6ba3041bda8479fa08f60995539e4e2
3
+ size 149942442
data/train-00000-of-00002.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:03a8c4938103945fed4e72a1585c3bbf2f37204faed0126bdf4ed53082d5ad66
3
+ size 269489594
data/train-00001-of-00002.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:cf9ca2f01b337e78d0b948173f0c03c3e1a819e9dec2e93968b9b49b1cc8d3bc
3
+ size 269737989
data/validation-00000-of-00001.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b6963deeaac5d97ef0cd18c69f5ac0a9b1b31a65152aea147270f10a2567d4a2
3
+ size 59952030