Calculate sample size for reproducibility in data science.
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Data Science — Reproducibility: Data Completeness Calculator
Quick answer
For Data Science — Reproducibility: Data Completeness Calculator: if reproducibility achieved is 45 and reproducibility total / possible is 60, the data completeness is 75%.
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Data Completeness
75%
Expressed as a percentage of the relevant total.
High
Data Science — Reproducibility: Data Completeness: 75%, High. Scale from 0 to 100 with 3 bands: Low 0 to 33.3333, Moderate 33.3333 to 66.6667, High 66.6667 to 100.
High
Your Data Science — Reproducibility: Data Completeness of 75% falls in the “High” band. That is a little past the comfortable zone, so keep an eye on it.
66.6667 – 100You are here
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See how the result changes
Each table re-runs this calculator with one value changed and everything else left as it is.
Data Completeness by reproducibility achieved
If reproducibility achieved goes from 45 to 67.5, data completeness changes from 75% to 112.5% (+50%).
| Reproducibility achieved | Data Completeness |
|---|---|
| 22.5 | 37.5% |
| 33.8 | 56.33% |
| 45start | 75% |
| 67.5 | 112.5% |
| 90 | 150% |
Data Completeness by reproducibility total / possible
If reproducibility total / possible goes from 60 to 90, data completeness changes from 75% to 50% (−33%).
| Reproducibility total / possible | Data Completeness |
|---|---|
| 30 | 150% |
| 45 | 100% |
| 60start | 75% |
| 90 | 50% |
| 120 | 37.5% |
DATA SCIENCE GUIDE
A quick guide to Data Science — Reproducibility: Data Completeness Calculator
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How to Use the Data Science — Reproducibility: Data Completeness Calculator
1
Enter Reproducibility achieved
Provide your reproducibility achieved.
2
Enter Reproducibility total / possible
Provide your reproducibility total / possible.
3
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What is Data Science — Reproducibility: Data Completeness Calculator?
This data science tool works out your data completeness instantly, so you don't have to do the math by hand.
“One quick calculation, so you always know your data completeness before you decide.”
What Affects Your Data Completeness
Your data completeness depends on the values below.
Reproducibility achieved
Changing your reproducibility achieved changes your data completeness.
Reproducibility total / possible
Changing your reproducibility total / possible changes your data completeness.
Example Result
Here's what you can expect from a data science — reproducibility: data completeness calculator calculation:
- Reproducibility achieved
- 45
- Reproducibility total / possible
- 60
- Data Completeness
- 75%
Frequently Asked Questions
- How does reproducibility achieved affect data completeness?
- If reproducibility achieved goes from 45 to 67.5, data completeness changes from 75% to 112.5% (+50%).
- How does reproducibility total / possible affect data completeness?
- If reproducibility total / possible goes from 60 to 90, data completeness changes from 75% to 50% (−33%).
- How to calculate data science — reproducibility: data completeness calculator?
- Fill in reproducibility achieved and reproducibility total / possible in the Data Science — Reproducibility: Data Completeness Calculator above and your data completeness is calculated instantly. Change any value to see how the result responds.
- What does an example data science — reproducibility: data completeness calculator calculation look like?
- For Data Science — Reproducibility: Data Completeness Calculator: if reproducibility achieved is 45 and reproducibility total / possible is 60, the data completeness is 75%.
- Is this calculator free to use?
- Yes — every calculator on this site is completely free, with no sign-up or account required.
- How accurate is this calculator?
- It uses the standard formula and calculates on our server for every request, so results are precise for the values you enter.
- Is my data saved anywhere?
- No. Nothing you enter is stored or sent anywhere unless you choose to share a link with your values included.
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