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#### Hypothesis:Old Mp's maintain more attendance than young MP's.

#### TValue:3.2242

PValue:0.0013

#### Hypothesis:Educated MP's maintain more attendance.

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#### TValue:1.8327

PValue:0.0686

#### Hypothesis:Female MP's are more educated than male MP's.

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#### TValue:0.1822

PValue:0.8559

#### Hypothesis:MP's from small states tend to keep higher attendance.

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#### TValue:0.4902

PValue:0.6248

#### Hypothesis:MPs from UPA and NDA keep higher attendance than other parties.

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#### TValue:3.388

PValue:0.0009

#### Hypothesis:: MPs from northern States keep more attendance in parliament than their southern counterparts.

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#### TValue:4.0388

PValue:0.0001

Young | Old | |
---|---|---|

Mean | 75.13% | 79.94 |

Standard Deviation | 16.93% | 16.18 |

Number | 256 | 238 |

PValue:0.0013

Educated | Uneducated | |
---|---|---|

Mean | 78.26% | 74.74% |

Standard Deviation | 16.29% | 18.34% |

Number | 373 | 113 |

PValue:0.0686

As the P Value is 0.0686 this means that we can say with 6.86% confidence that the given data is randomly generated . As this percentage is quite high, this data is statistically insignificant and we cannot say anything about the hypothesis.

Female | Male | |
---|---|---|

Mean | 8.98 | 8.90 |

Standard Deviation | 3.19 | 3.08 |

Number | 60 | 490 |

PValue:0.8559

As the P Value is 0.8559 this means that we can say with 85.59% confidence that the given data is randomly generated .
As this percentage is extremely high, this data is statistically insignificant and we cannot say anything about the hypothesis.

Note:-all the different educational qualifications were given a value according to their difficulty level in order to perform this test.

Large State (>16 MP) | Small State | |
---|---|---|

Mean | 77.65% | 76.56% |

Standard Deviation | 15.88% | 20.11% |

Number | 400 | 94 |

PValue:0.6248

As the P Value is 0.6248 this means that we can say with 62.48% confidence that the given data is randomly generated . As this percentage is very high, this data is statistically insignificant and we cannot say anything about the hypothesis.

UPA/NDA | Others | |
---|---|---|

Mean | 78.73% | 71.92% |

Standard Deviation | 16.27% | 17.7% |

Number | 401 | 93 |

PValue:0.0009

As the P Value is 0.0009 this means that we can say with only 0.09% confidence that the given data is randomly generated . As this percentage is very low hence we can say that our hypothesis was statistically quite significant. Since the mean of the attendance of MPs belonging to UPA and NDA is more we can say that these MPs maintain more attendance than MPs from other parties.

North | South | |
---|---|---|

Mean | 79.49% | 73.13% |

Standard Deviation | 16.58% | 16.32% |

Number | 330 | 162 |

PValue:0.0001

As the P Value is 0.0001 this means that we can say with only 0.01% confidence that the given data is randomly generated . As this percentage is extremely low hence we can say that our hypothesis was statistically very significant. Since the mean of the attendance of MPs from Northern states is more we can say that these MPs maintain more attendance than MPs from southern states.