Table 2 Description of the data and the sources used for collection.
From: Enhanced stock market forecasting using dandelion optimization-driven 3D-CNN-GRU classification
S. no. | Variable | Type | Source |
|---|---|---|---|
1 | Open | Price | NSE |
2 | High | Price | NSE |
3 | Low | Price | NSE |
4 | Close | Price | NSE |
5 | Adjusted Close | Price | NSE |
6 | Volume | Primitive | NSE |
7 | Trend | Technical Indicator | TA-Lib |
8 | Wilder's RSI | Technical Indicator | TA-Lib |
9 | RSI | Technical Indicator | TA-Lib |
10 | RSI Fast K | Technical Indicator | TA-Lib |
11 | RSI Fast D | Technical Indicator | TA-Lib |
12 | Exponential RSI | Technical Indicator | TA-Lib |
13 | MACD | Technical Indicator | TA-Lib |
14 | MACD Signal | Technical Indicator | TA-Lib |
15 | MACD Histogram | Technical Indicator | TA-Lib |
16 | 20 Days MA | Moving Average | TA-Lib |
17 | 50 Days MA | Moving Average | TA-Lib |
18 | 65 Days MA | Moving Average | TA-Lib |
19 | 200 Days MA | Moving Average | TA-Lib |
20 | BB Lower Band | Technical Indicator | TA-Lib |
21 | BB Middle Band | Technical Indicator | TA-Lib |
22 | BB Upper Band | Technical Indicator | TA-Lib |
23 | PPO | Technical Indicator | TA-Lib |
24 | PPO Signal | Technical Indicator | TA-Lib |
25 | PPO Histogram | Technical Indicator | TA-Lib |
26 | MOM | Technical Indicator | TA-Lib |
27 | ROC | Technical Indicator | TA-Lib |
28 | 20 Days EMA | Exponential Moving Avg | TA-Lib |
29 | 50 Days EMA | Exponential Moving Avg | TA-Lib |
30 | 65 Days EMA | Exponential Moving Avg | TA-Lib |
31 | 200 Days EMA | Exponential Moving Avg | TA-Lib |
32 | DPO | Technical Indicator | TA-Lib |
33 | 3 Months Bond Yield | Dynamic Returns | Investing.com |
34 | 1-Year Bond Yield | Dynamic Returns | Investing.com |
35 | 5-Year Bond Yield | Dynamic Returns | Investing.com |
36 | 10-Year Bond Yield | Dynamic Returns | Investing.com |
37 | NASDAQ Close | Price | Yahoo Finance |
38 | SSE Close | Price | Yahoo Finance |
39 | Bovespa Close | Price | Yahoo Finance |
40 | Gold | Commodity | Yahoo Finance |
41 | INR to CAD | Exchange Rate | Yahoo Finance |
42 | INR to JPY | Exchange Rate | Yahoo Finance |
43 | INR to EUR | Exchange Rate | Yahoo Finance |
44 | INR to HKD | Exchange Rate | Yahoo Finance |
45 | INR to USD | Exchange Rate | Yahoo Finance |
46 | INR to CNY | Exchange Rate | Yahoo Finance |
47 | INR to AUD | Exchange Rate | Yahoo Finance |
48 | INR to SGD | Exchange Rate | Yahoo Finance |
