Update README.md
Browse files
README.md
CHANGED
|
@@ -1,3 +1,80 @@
|
|
| 1 |
-
---
|
| 2 |
-
license: apache-2.0
|
| 3 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
license: apache-2.0
|
| 3 |
+
size_categories:
|
| 4 |
+
- 100K<n<1M
|
| 5 |
+
---
|
| 6 |
+
|
| 7 |
+
# SOLUSDT Raw Dataset
|
| 8 |
+
|
| 9 |
+
## Dataset Description
|
| 10 |
+
|
| 11 |
+
### Dataset Summary
|
| 12 |
+
Raw minute-by-minute trading data for SOL/USDT pair from Binance exchange. The dataset covers 180 days of trading activity, providing comprehensive market data including price, volume, and trade information. This data is suitable for various financial analysis tasks, time series forecasting, and market research.
|
| 13 |
+
|
| 14 |
+
### Supported Tasks
|
| 15 |
+
- Time Series Forecasting
|
| 16 |
+
- Price Prediction
|
| 17 |
+
- Market Analysis
|
| 18 |
+
- Trading Strategy Development
|
| 19 |
+
- Volume Analysis
|
| 20 |
+
- Market Microstructure Research
|
| 21 |
+
|
| 22 |
+
### Dataset Structure
|
| 23 |
+
|
| 24 |
+
The dataset contains 259,200 records with 10 features.
|
| 25 |
+
|
| 26 |
+
#### Time Range
|
| 27 |
+
- Start Date: 2024-04-29 17:24:00
|
| 28 |
+
- End Date: 2024-10-26 17:23:00
|
| 29 |
+
- Interval: 1 minute
|
| 30 |
+
|
| 31 |
+
#### Features
|
| 32 |
+
| Feature Name | Description | Type |
|
| 33 |
+
|--------------|-------------|------|
|
| 34 |
+
| open_time | Timestamp of the candlestick open | timestamp |
|
| 35 |
+
| open | Opening price in USDT | float |
|
| 36 |
+
| high | Highest price in USDT | float |
|
| 37 |
+
| low | Lowest price in USDT | float |
|
| 38 |
+
| close | Closing price in USDT | float |
|
| 39 |
+
| volume | Trading volume in SOL | float |
|
| 40 |
+
| quote_asset_volume | Trading volume in USDT | float |
|
| 41 |
+
| number_of_trades | Number of trades executed | float |
|
| 42 |
+
| taker_buy_base_asset_volume | Taker buy volume in SOL | float |
|
| 43 |
+
| taker_buy_quote_asset_volume | Taker buy volume in USDT | float |
|
| 44 |
+
|
| 45 |
+
### Dataset Creation
|
| 46 |
+
|
| 47 |
+
#### Source Data
|
| 48 |
+
- Source: Binance Public API
|
| 49 |
+
- Original Format: Minute candlesticks
|
| 50 |
+
- Collection Method: Direct API download
|
| 51 |
+
|
| 52 |
+
### Additional Information
|
| 53 |
+
|
| 54 |
+
#### Example Usage
|
| 55 |
+
```python
|
| 56 |
+
import pandas as pd
|
| 57 |
+
|
| 58 |
+
# Load the dataset
|
| 59 |
+
df = pd.read_csv('data_SOLUSDT_180d.csv')
|
| 60 |
+
|
| 61 |
+
# Convert timestamp to datetime
|
| 62 |
+
df['open_time'] = pd.to_datetime(df['open_time'], unit='ms')
|
| 63 |
+
|
| 64 |
+
# Basic statistics
|
| 65 |
+
print(df.describe())
|
| 66 |
+
```
|
| 67 |
+
|
| 68 |
+
#### Citation
|
| 69 |
+
```bibtex
|
| 70 |
+
@misc{solusdt_dataset,
|
| 71 |
+
title={SOLUSDT 180 Days Trading Data},
|
| 72 |
+
author={roadz},
|
| 73 |
+
year={2024},
|
| 74 |
+
publisher={Hugging Face},
|
| 75 |
+
howpublished={\url{https://huggingface.co/datasets/roadz/solusdt_180_days}}
|
| 76 |
+
}
|
| 77 |
+
```
|
| 78 |
+
|
| 79 |
+
#### Acknowledgements
|
| 80 |
+
Data sourced from Binance exchange through their public API.
|