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33 lines
2.1 KiB
33 lines
2.1 KiB
# Small Diabetes Study
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For dis assignment, we go work wit one small dataset of diabetes patients wey dem collect from [here](https://www4.stat.ncsu.edu/~boos/var.select/diabetes.html).
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| | AGE | SEX | 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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## Instructions
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* Open di [assignment notebook](assignment.ipynb) for jupyter notebook environment
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* Finish all di tasks wey dem list for di notebook, like:
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* [ ] Calculate di mean values and variance for all di values
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* [ ] Draw boxplots for BMI, BP and Y based on gender
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* [ ] Wetin be di distribution of Age, Sex, BMI and Y variables?
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* [ ] Check di correlation between different variables and disease progression (Y)
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* [ ] Test di hypothesis say di level of diabetes progression dey different between men and women
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## Rubric
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Exemplary | Adequate | Needs Improvement
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--- | --- | -- |
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All di required tasks don complete, e get graphical illustration and explanation | Most of di tasks don complete, explanation or wetin we learn from di graphs and/or di values wey we get dey miss | Na only basic tasks like calculation of mean/variance and basic plots don complete, no conclusion dey from di data
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---
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<!-- CO-OP TRANSLATOR DISCLAIMER START -->
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**Disclaimer**:
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Dis dokyument don use AI transle-shon service [Co-op Translator](https://github.com/Azure/co-op-translator) do di transle-shon. Even as we dey try make am correct, abeg make you sabi say transle-shon wey machine do fit get mistake or no dey accurate well. Di original dokyument for im native language na di one wey you go take as di correct source. For important mata, e good make you use professional human transle-shon. We no go fit take blame for any misunderstanding or wrong interpretation wey fit happen because you use dis transle-shon.
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<!-- CO-OP TRANSLATOR DISCLAIMER END --> |