Nifty-50 股票数据集（2010-2021）

这是一个合并的数据集，部分来自 NSE India 网站，部分来自 NIFTY-50 股票数据集。该数据集包含每只 nifty-50 股票（2010 年至 2021 年）的 2.7K 收盘价。目的是为初学者提供易于使用的数据集。因此，数据集已被清理、过滤和排序，以便更好地使用。 该数据包含：2711 行 47 列- 每列代表一只 nifty50 股票，其值代表股票的收盘价，并有一个对应的日期列。- 股票名称为： 该数据可用于： -探索性数据分析 -数据可视化 -时间序列分析- 构建用于股票价格预测的机器学习/深度学习模型- 回答以下问题： 1) 哪只股票在过去特定时期（即一个月、一周、一年或 5 年）中获得的动力最大？ 2) 哪些板块股票呈指数增长？ 3) 哪一年/哪一个月最适合 Nifty-50 股票？ 希望它可以帮助初学者入门股票数据！

This is a merged dataset partially sourced from the NSE India website and the NIFTY-50 stock dataset. It contains 2.7K closing price records for each constituent stock of the Nifty-50 index spanning 2010 to 2021.
This dataset is intended to offer an easy-to-use resource for beginners, so it has been cleaned, filtered, and sorted to optimize usability.
The dataset has 2711 rows and 47 columns:
- Each column corresponds to a Nifty50 stock, where the cell values represent the stock’s closing price, and there is an accompanying date column.
- The stock names are:
This dataset can be applied in the following scenarios:
- Exploratory data analysis
- Data visualization
- Time series analysis
- Developing machine learning and deep learning models for stock price prediction
- Answering the following research questions:
1) Which stock achieved the highest momentum over a specified past time frame (e.g., one month, one week, one year, or five years)?
2) Which sector stocks have exhibited exponential growth?
3) Which year or month is the most optimal for investing in Nifty-50 stocks?
We hope this dataset will assist beginners in getting started with stock data analysis!

搜集汇总

背景与挑战

背景概述

该数据集包含2010年至2021年Nifty-50股票的2711行历史收盘价数据，共47列，每列代表一只股票。数据集经过清理和排序，适合用于股票数据分析和预测建模。