Research Article
Analyzing the Investment Behavior in the Iranian Stock Exchange during the COVID-19 Pandemic Using Hybrid DEA and Data Mining Techniques
Table 5
Percentage of people who buy or sell shares from different industries with a special method in each cluster.
| ā | Data of buying | Data of selling | First cluster | Second cluster | Third cluster | First cluster | Second cluster | Third cluster | Fourth cluster |
| 1 | Telecommunication | 0 | 2.6 | 4.8 | 6.1 | 4 | 0 | 5.2 | 2 | Insurance | 0 | 1.3 | 2.5 | 0 | 1.2 | 0 | 2.4 | 3 | Machinery | 0 | 6.4 | 4.1 | 8.2 | 5.3 | 11.1 | 4.6 | 4 | Manufacturing of metallic products | 0 | 0 | 1.4 | 0 | 2.6 | 0 | 1.5 | 5 | Basic metals | 0 | 3.8 | 8.4 | 0 | 11.3 | 11.1 | 9.3 | 6 | Candy and sugar | 0 | 0 | 0.8 | 0 | 0 | 0 | 0.7 | 7 | Drilling | 0 | 0 | 1.2 | 0 | 2.4 | 0 | 1.4 | 8 | Transportation | 0 | 1.3 | 0.9 | 0 | 1 | 0 | 1.1 | 9 | Other nonmetallic products | 0 | 0 | 1.3 | 0 | 0.4 | 0 | 1.6 | 10 | Car | 0 | 12.8 | 8 | 8.2 | 8.3 | 0 | 9.3 | 11 | Tile | 0 | 0 | 0.2 | 0 | 0.2 | 0 | 0.1 | 12 | Technical and engineering services | 0 | 25.6 | 6.8 | 32.7 | 16.2 | 33.3 | 6.7 | 13 | Computer | 0 | 1.3 | 1.4 | 2 | 2.2 | 0 | 1.4 | 14 | Mass, real estate | 0 | 1.3 | 2 | 2 | 1 | 0 | 1.8 | 15 | Cement, lime | 0 | 1.3 | 2.6 | 4.1 | 1.4 | 0 | 3 | 16 | Chemical products | 0 | 24.4 | 17.6 | 26.5 | 18.4 | 11.1 | 14.9 | 17 | Medical products | 0 | 0 | 4.9 | 2 | 2.4 | 0 | 5.2 | 18 | Bank | 50 | 3.8 | 16.5 | 0 | 10.7 | 11.1 | 13.4 | 19 | Food products except sugar | 0 | 3.8 | 3.3 | 0 | 1.2 | 0 | 3.7 | 20 | Extraction of minerals | 0 | 2.6 | 3.6 | 0 | 3.8 | 0 | 3.5 | 21 | Multi-industrial companies | 50 | 6.4 | 4.7 | 8.2 | 4 | 22.2 | 5.4 | 22 | Mediators | 0 | 1.3 | 2.5 | 0 | 1.6 | 0 | 3 | 23 | Investment | 0 | 0 | 0.5 | 0 | 0.2 | 0 | 0.6 |
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