diff --git a/Istanbul Stock Exchange/9.jpg b/Istanbul Stock Exchange/9.jpg new file mode 100644 index 0000000..76cf821 Binary files /dev/null and b/Istanbul Stock Exchange/9.jpg differ diff --git a/Istanbul Stock Exchange/README.md b/Istanbul Stock Exchange/README.md new file mode 100644 index 0000000..37056d9 --- /dev/null +++ b/Istanbul Stock Exchange/README.md @@ -0,0 +1,50 @@ +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* \ No newline at end of file diff --git a/Istanbul Stock Exchange/data_akbilgic.xlsx b/Istanbul Stock Exchange/data_akbilgic.xlsx new file mode 100644 index 0000000..4eff828 Binary files /dev/null and b/Istanbul Stock Exchange/data_akbilgic.xlsx differ