Kenya Nairobi Securities Exchange (NSE) All Stocks Prices 2026

This compilation of historical daily stock market price data relates to the Kenyan Nairobi Securities Exchange (NSE) for the year 2026 upto June. This data is valuable for any machine learning algorithm that needs data (training, validation, testing). This compilation builds on an earlier dataset (2008-2012) that was initially compiled as part of a research project testing 6 stocks to predict the next day price, based on the previous 5 days, using Artificial Neural Network configuration 5:21:21:1 [1],[2],[3]. The data was then enhanced as a new compilation of all stocks for the period 2007-2012[4]. This new dataset augments the NSE dataset from 2007-2012[4], 2013-2020[5], 2021[6], 2022[7], 2023-2024[8] and 2025[9]. The data was scraped from a publicly accessible website[10] licensed by NSE by exporting raw web data to spreadsheets, then cleaning it up to final CSV. Just like previous compilations, each stock data row has 13 columns (1)Date (2)StockCode (3)StockName (4)12month LowPrice (5)12month HighPrice (6)Day LowPrice (7)Day HighPrice (8)Day FinalPrice (9)Previous traded price (10)Change in price value (11)Change in price% (12)Volume traded (13)Adjusted price. One additional CSV file is also provided to show the stock market sector, with 3 columns (1)Market sector (2)StockCode (3)StockName. This additional dataset provides researchers with an even larger dataset (2007-2026) of stock market data. List of data files on this dataset: NSE_data_all_stocks_2026_upto_jun.csv NSE_data_stock_market_sectors_2026.csv References: [1]Wanjawa, B. W. (2014). A Neural Network Model for Predicting Stock Market Prices at the Nairobi Securities Exchange (Dissertation, University of Nairobi), https://erepository.uonbi.ac.ke/handle/11295/71466 [2]Wanjawa, B. W., & Muchemi, L. (2014). ANN model to predict stock prices at stock exchange markets. arXiv preprint arXiv:1502.06434. [3]Wanjawa, Barack (2020), “Nairobi Securities Exchange Prices 2008-2012 for 6 selected stocks”, Mendeley Data, v3, http://dx.doi.org/10.17632/95fb84nzcd.3 [4]Wanjawa, Barack (2020), “Nairobi Securities Exchange All Stocks Prices 2007-2012”, Mendeley Data, v1, http://dx.doi.org/10.17632/5hk4zw32f5.1 [5]Wanjawa, Barack (2021), “Nairobi Securities Exchange (NSE) All Stocks Prices 2013-2020”, Mendeley Data, V2, doi: 10.17632/73rb78pmzw.2 [6]Wanjawa, Barack (2022), “Nairobi Securities Exchange (NSE) Kenya - All Stocks Prices 2021”, Mendeley Data, V5, doi: 10.17632/97hkwn5y3x.5 [7]Wanjawa, Barack (2024), “Kenya Nairobi Securities Exchange (NSE) All Stocks Prices 2022”, Mendeley Data, V2, doi: 10.17632/jmcdmnyh2s.2 [8]Wanjawa, Barack (2025), “Kenya Nairobi Securities Exchange (NSE) All Stocks Prices 2023-2024”, Mendeley Data, V3, doi: 10.17632/ss5pfw8xnk.3 [9]Wanjawa, Barack (2026), “Kenya Nairobi Securities Exchange (NSE) All Stocks Prices 2025”, Mendeley Data, V2, doi: 10.17632/2b63rx67xt.2 [10]Synergy Systems Ltd. (2026). MyStocks. Retrieved Jul. 1, 2026, from https://live.mystocks.co.ke/本历史每日股票市场价格数据集汇编涵盖肯尼亚内罗毕证券交易所（Nairobi Securities Exchange, NSE）2026年6月及之前的交易数据。该数据集可用于各类需要训练、验证与测试数据的机器学习算法研发。 本数据集基于此前2008-2012年的数据集构建，该早期数据集最初为某研究项目的一部分，旨在基于前5个交易日的行情数据，采用5:21:21:1结构的人工神经网络（Artificial Neural Network, ANN）预测6只个股的次日价格，相关研究见文献[1]-[3]。后续该数据集被扩充为涵盖2007-2012年全部上市股票的新汇编数据集，相关内容见文献[4]。 本新数据集扩充了内罗毕证券交易所2007-2012年[4]、2013-2020年[5]、2021年[6]、2022年[7]、2023-2024年[8]及2025年[9]的行情数据。该数据通过从内罗毕证券交易所授权的公开网站[10]抓取原始网页数据，导出至电子表格后进行清洗整理，最终生成逗号分隔值（Comma-Separated Values, CSV）格式文件。 与此前的数据集汇编一致，单只个股的每日行情数据共包含13个字段：(1)日期、(2)股票代码、(3)股票名称、(4)12个月最低价、(5)12个月最高价、(6)当日最低价、(7)当日最高价、(8)当日收盘价、(9)前一交易日收盘价、(10)价格变动额、(11)价格涨跌幅、(12)成交量、(13)复权价格。此外，数据集还附带一份额外的CSV文件，用于展示个股所属行业板块，该文件包含3个字段：(1)行业板块、(2)股票代码、(3)股票名称。 本附属数据集为研究人员提供了覆盖2007年至2026年的大规模股票市场行情数据集。 本数据集包含以下数据文件： NSE_data_all_stocks_2026_upto_jun.csv NSE_data_stock_market_sectors_2026.csv 参考文献： [1] Wanjawa B W. 2014. 内罗毕证券交易所股票价格预测的神经网络模型[D]. 内罗毕大学, https://erepository.uonbi.ac.ke/handle/11295/71466 [2] Wanjawa B W, Muchemi L. 2014. 用于证券交易所市场股票价格预测的人工神经网络模型[J]. arXiv预印本, arXiv:1502.06434 [3] Wanjawa B. 2020. 内罗毕证券交易所6只精选个股2008-2012年行情数据[M]. Mendeley数据集仓储, v3, http://dx.doi.org/10.17632/95fb84nzcd.3 [4] Wanjawa B. 2020. 内罗毕证券交易所全部个股2007-2012年行情数据[M]. Mendeley数据集仓储, v1, http://dx.doi.org/10.17632/5hk4zw32f5.1 [5] Wanjawa B. 2021. 内罗毕证券交易所全部个股2013-2020年行情数据[M]. Mendeley数据集仓储, V2, doi: 10.17632/73rb78pmzw.2 [6] Wanjawa B. 2022. 肯尼亚内罗毕证券交易所全部个股2021年行情数据[M]. Mendeley数据集仓储, V5, doi: 10.17632/97hkwn5y3x.5 [7] Wanjawa B. 2024. 肯尼亚内罗毕证券交易所全部个股2022年行情数据[M]. Mendeley数据集仓储, V2, doi: 10.17632/jmcdmnyh2s.2 [8] Wanjawa B. 2025. 肯尼亚内罗毕证券交易所全部个股2023-2024年行情数据[M]. Mendeley数据集仓储, V3, doi: 10.17632/ss5pfw8xnk.3 [9] Wanjawa B. 2026. 肯尼亚内罗毕证券交易所全部个股2025年行情数据[M]. Mendeley数据集仓储, V2, doi: 10.17632/2b63rx67xt.2 [10] Synergy Systems Ltd. 2026. MyStocks. 2026年7月1日检索自 https://live.mystocks.co.ke/