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40 lines
2.2 KiB
40 lines
2.2 KiB
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# Utafiti Mdogo wa Kisukari
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Katika kazi hii, tutafanya kazi na seti ndogo ya data ya wagonjwa wa kisukari iliyochukuliwa kutoka [hapa](https://www4.stat.ncsu.edu/~boos/var.select/diabetes.html).
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| | UMRI | JINSIA | BMI | BP | S1 | S2 | S3 | S4 | S5 | S6 | Y |
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|---|-----|-----|-----|----|----|----|----|----|----|----|----|
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| 0 | 59 | 2 | 32.1 | 101. | 157 | 93.2 | 38.0 | 4. | 4.8598 | 87 | 151 |
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| 1 | 48 | 1 | 21.6 | 87.0 | 183 | 103.2 | 70. | 3. | 3.8918 | 69 | 75 |
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| 2 | 72 | 2 | 30.5 | 93.0 | 156 | 93.6 | 41.0 | 4.0 | 4. | 85 | 141 |
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| ... | ... | ... | ... | ...| ...| ...| ...| ...| ...| ...| ... |
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## Maelekezo
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* Fungua [notebook ya kazi](assignment.ipynb) katika mazingira ya jupyter notebook
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* Kamilisha majukumu yote yaliyoorodheshwa kwenye notebook, yaani:
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* [ ] Hesabu wastani wa thamani na tofauti kwa thamani zote
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* [ ] Chora grafu za boxplot kwa BMI, BP na Y kulingana na jinsia
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* [ ] Je, usambazaji wa vigezo vya Umri, Jinsia, BMI na Y ukoje?
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* [ ] Jaribu uhusiano kati ya vigezo tofauti na maendeleo ya ugonjwa (Y)
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* [ ] Jaribu dhana kwamba kiwango cha maendeleo ya kisukari ni tofauti kati ya wanaume na wanawake
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## Rubric
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Bora Zaidi | Inaridhisha | Inahitaji Kuboresha
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--- | --- | -- |
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Majukumu yote yanayohitajika yamekamilika, yameonyeshwa kwa grafu na kuelezewa | Majukumu mengi yamekamilika, maelezo au maoni kutoka kwa grafu na/au thamani zilizopatikana yanakosekana | Majukumu ya msingi tu kama hesabu ya wastani/tofauti na grafu za msingi yamekamilika, hakuna hitimisho lililotolewa kutoka kwa data
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---
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**Kanusho**:
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Hati hii imetafsiriwa kwa kutumia huduma ya tafsiri ya AI [Co-op Translator](https://github.com/Azure/co-op-translator). Ingawa tunajitahidi kuhakikisha usahihi, tafsiri za kiotomatiki zinaweza kuwa na makosa au kutokuwa sahihi. Hati ya asili katika lugha yake ya awali inapaswa kuzingatiwa kama chanzo cha mamlaka. Kwa taarifa muhimu, tafsiri ya kitaalamu ya binadamu inapendekezwa. Hatutawajibika kwa kutoelewana au tafsiri zisizo sahihi zinazotokana na matumizi ya tafsiri hii. |