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Point Label | X | Y |

A | 6 | 0 |

B | 1 | 2 |

C | 2 | 7 |

D | 4 | 6 |

E | 5 | 3 |

F | 11 | 1 |

Answer the following questions based on the data given above.

Download the excel from here and answer the following questions.

Given below are five data points having two attributes x and y:

Observation | x | y |
---|---|---|

1 | 3 | 2 |

2 | 3 | 5 |

3 | 5 | 3 |

4 | 6 | 4 |

5 | 6 | 7 |

The distance matrix of the points, indicating the Euclidean distance between points, is as follows:

Label | 1 | 2 | 3 | 4 | 5 |

1 | 0.00 | 3.00 | 2.24 | 3.61 | 5.83 |

2 | 3.00 | 0.00 | 2.83 | 3.16 | 3.61 |

3 | 2.24 | 2.83 | 0.00 | 1.41 | 4.12 |

4 | 3.61 | 3.16 | 1.41 | 0.00 | 3.00 |

5 | 5.83 | 3.61 | 4.12 | 3.00 | 0.00 |

Take the distance between two clusters as the minimum distance between the points in the two clusters. Based on this information, answer the following questions.