Data Science Dojo
Copyright (c) 2016 - 2019 --- **Level:** Intermediate
**Recommended Use:** Regression/Classification Models
**Domain:** Business/Finance
## Istanbul Stock Exchange Data Set ### Relate returns of Istanbul Stock Exchange with other international indices --- ![](9.jpg) --- This *intermediate* level data set has 536 rows and 9 columns. The data sets includes returns of Istanbul Stock Exchange with seven other international index; SP, DAX, FTSE, NIKKEI, BOVESPA, MSCE_EU, MSCI_EM from Jun 5, 2009 to Feb 22, 2011 and is organized with regard to working days in Istanbul Stock Exchange. It can be used to find a predictive relationship between the Istanbul Stock Exchange National 100 Index (ISE100) and seven other international stock market indices. This data set is recommended for learning and practicing your skills in **exploratory data analysis**, **data visualization**, **regression** and **classification** modelling techniques. Feel free to explore the data set with multiple **supervised** and **unsupervised** learning techniques. The Following data dictionary gives more details on this data set: --- ### Data Dictionary | Column Position | Atrribute Name | Definition | Data Type | Example | % Null Ratios | |------------------- |---------------- |---------------------------------------------- |-------------- |--------------------------------- |--------------- | | 1 | Date | Date | Quantitative | 13-Jan-09, 23-Jan-09, 30-Jan-09 | 0 | | 2 | ISE | Stock Exchange Returns | Quantitative | 0.025426, -0.022692, 0.046831 | 0 | | 3 | ISE.1 | Istanbul Stock Exchange - National 100 Index | Quantitative | 0.031813, -0.044349, 0.061708 | 0 | | 4 | SP | Standard & Poor's 500 Return Index | Quantitative | 0.007787, -0.054262, 0.005538 | 0 | | 5 | DAX | Stock Market Return Index of Germany | Quantitative | 0.008455, -0.01155, 0.034787 | 0 | | 6 | FTSE | Stock Market Return Index Of UK | Quantitative | 0.012866, -0.009351, 0.037891 | 0 | | 7 | NIKKEI | Stock Market Return Index Of Japan | Quantitative | 0.004162, 0.003239, -0.008182 | 0 | | 8 | BOVESPA | Stock Market Return Index Of Brazil | Quantitative | 0.01892, -0.013151, 0.009838 | 0 | | 9 | EU | MSCI European Index | Quantitative | 0.011341, -0.012045, 0.0328 | 0 | | 10 | EM | MSCI Emerging Markets Index | Quantitative | 0.008773, -0.004029, 0.01032 | 0 | --- ### Acknowledgement This data set has been sourced from the Machine Learning Repository of University of California, Irvine [Istanbul Stock Exchange Data Set (UC Irvine)](https://archive.ics.uci.edu/ml/datasets/ISTANBUL+STOCK+EXCHANGE). The UCI page mentions the following paper as the original source of the data set: *Akbilgic, O., Bozdogan, H., Balaban, M.E., (2013) A novel Hybrid RBF Neural Networks model as a forecaster, Statistics and Computing. DOI 10.1007/s11222-013-9375-7*