Created
April 18, 2012 17:59
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Veritable python analysis for Fisher iris data
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| sepal_length | sepal_width | petal_length | petal_width | class | |
|---|---|---|---|---|---|
| 5.1 | 3.5 | 1.4 | 0.2 | Iris-setosa | |
| 4.9 | 3.0 | 1.4 | 0.2 | Iris-setosa | |
| 4.7 | 3.2 | 1.3 | 0.2 | Iris-setosa | |
| 4.6 | 3.1 | 1.5 | 0.2 | Iris-setosa | |
| 5.0 | 3.6 | 1.4 | 0.2 | Iris-setosa | |
| 5.4 | 3.9 | 1.7 | 0.4 | Iris-setosa | |
| 4.6 | 3.4 | 1.4 | 0.3 | Iris-setosa | |
| 5.0 | 3.4 | 1.5 | 0.2 | Iris-setosa | |
| 4.4 | 2.9 | 1.4 | 0.2 | Iris-setosa | |
| 4.9 | 3.1 | 1.5 | 0.1 | Iris-setosa | |
| 5.4 | 3.7 | 1.5 | 0.2 | Iris-setosa | |
| 4.8 | 3.4 | 1.6 | 0.2 | Iris-setosa | |
| 4.8 | 3.0 | 1.4 | 0.1 | Iris-setosa | |
| 4.3 | 3.0 | 1.1 | 0.1 | Iris-setosa | |
| 5.8 | 4.0 | 1.2 | 0.2 | Iris-setosa | |
| 5.7 | 4.4 | 1.5 | 0.4 | Iris-setosa | |
| 5.4 | 3.9 | 1.3 | 0.4 | Iris-setosa | |
| 5.1 | 3.5 | 1.4 | 0.3 | Iris-setosa | |
| 5.7 | 3.8 | 1.7 | 0.3 | Iris-setosa | |
| 5.1 | 3.8 | 1.5 | 0.3 | Iris-setosa | |
| 5.4 | 3.4 | 1.7 | 0.2 | Iris-setosa | |
| 5.1 | 3.7 | 1.5 | 0.4 | Iris-setosa | |
| 4.6 | 3.6 | 1.0 | 0.2 | Iris-setosa | |
| 5.1 | 3.3 | 1.7 | 0.5 | Iris-setosa | |
| 4.8 | 3.4 | 1.9 | 0.2 | Iris-setosa | |
| 5.0 | 3.0 | 1.6 | 0.2 | Iris-setosa | |
| 5.0 | 3.4 | 1.6 | 0.4 | Iris-setosa | |
| 5.2 | 3.5 | 1.5 | 0.2 | Iris-setosa | |
| 5.2 | 3.4 | 1.4 | 0.2 | Iris-setosa | |
| 4.7 | 3.2 | 1.6 | 0.2 | Iris-setosa | |
| 4.8 | 3.1 | 1.6 | 0.2 | Iris-setosa | |
| 5.4 | 3.4 | 1.5 | 0.4 | Iris-setosa | |
| 5.2 | 4.1 | 1.5 | 0.1 | Iris-setosa | |
| 5.5 | 4.2 | 1.4 | 0.2 | Iris-setosa | |
| 4.9 | 3.1 | 1.5 | 0.2 | Iris-setosa | |
| 5.0 | 3.2 | 1.2 | 0.2 | Iris-setosa | |
| 5.5 | 3.5 | 1.3 | 0.2 | Iris-setosa | |
| 4.9 | 3.6 | 1.4 | 0.1 | Iris-setosa | |
| 4.4 | 3.0 | 1.3 | 0.2 | Iris-setosa | |
| 5.1 | 3.4 | 1.5 | 0.2 | Iris-setosa | |
| 5.0 | 3.5 | 1.3 | 0.3 | Iris-setosa | |
| 4.5 | 2.3 | 1.3 | 0.3 | Iris-setosa | |
| 4.4 | 3.2 | 1.3 | 0.2 | Iris-setosa | |
| 5.0 | 3.5 | 1.6 | 0.6 | Iris-setosa | |
| 5.1 | 3.8 | 1.9 | 0.4 | Iris-setosa | |
| 4.8 | 3.0 | 1.4 | 0.3 | Iris-setosa | |
| 5.1 | 3.8 | 1.6 | 0.2 | Iris-setosa | |
| 4.6 | 3.2 | 1.4 | 0.2 | Iris-setosa | |
| 5.3 | 3.7 | 1.5 | 0.2 | Iris-setosa | |
| 5.0 | 3.3 | 1.4 | 0.2 | Iris-setosa | |
| 7.0 | 3.2 | 4.7 | 1.4 | Iris-versicolor | |
| 6.4 | 3.2 | 4.5 | 1.5 | Iris-versicolor | |
| 6.9 | 3.1 | 4.9 | 1.5 | Iris-versicolor | |
| 5.5 | 2.3 | 4.0 | 1.3 | Iris-versicolor | |
| 6.5 | 2.8 | 4.6 | 1.5 | Iris-versicolor | |
| 5.7 | 2.8 | 4.5 | 1.3 | Iris-versicolor | |
| 6.3 | 3.3 | 4.7 | 1.6 | Iris-versicolor | |
| 4.9 | 2.4 | 3.3 | 1.0 | Iris-versicolor | |
| 6.6 | 2.9 | 4.6 | 1.3 | Iris-versicolor | |
| 5.2 | 2.7 | 3.9 | 1.4 | Iris-versicolor | |
| 5.0 | 2.0 | 3.5 | 1.0 | Iris-versicolor | |
| 5.9 | 3.0 | 4.2 | 1.5 | Iris-versicolor | |
| 6.0 | 2.2 | 4.0 | 1.0 | Iris-versicolor | |
| 6.1 | 2.9 | 4.7 | 1.4 | Iris-versicolor | |
| 5.6 | 2.9 | 3.6 | 1.3 | Iris-versicolor | |
| 6.7 | 3.1 | 4.4 | 1.4 | Iris-versicolor | |
| 5.6 | 3.0 | 4.5 | 1.5 | Iris-versicolor | |
| 5.8 | 2.7 | 4.1 | 1.0 | Iris-versicolor | |
| 6.2 | 2.2 | 4.5 | 1.5 | Iris-versicolor | |
| 5.6 | 2.5 | 3.9 | 1.1 | Iris-versicolor | |
| 5.9 | 3.2 | 4.8 | 1.8 | Iris-versicolor | |
| 6.1 | 2.8 | 4.0 | 1.3 | Iris-versicolor | |
| 6.3 | 2.5 | 4.9 | 1.5 | Iris-versicolor | |
| 6.1 | 2.8 | 4.7 | 1.2 | Iris-versicolor | |
| 6.4 | 2.9 | 4.3 | 1.3 | Iris-versicolor | |
| 6.6 | 3.0 | 4.4 | 1.4 | Iris-versicolor | |
| 6.8 | 2.8 | 4.8 | 1.4 | Iris-versicolor | |
| 6.7 | 3.0 | 5.0 | 1.7 | Iris-versicolor | |
| 6.0 | 2.9 | 4.5 | 1.5 | Iris-versicolor | |
| 5.7 | 2.6 | 3.5 | 1.0 | Iris-versicolor | |
| 5.5 | 2.4 | 3.8 | 1.1 | Iris-versicolor | |
| 5.5 | 2.4 | 3.7 | 1.0 | Iris-versicolor | |
| 5.8 | 2.7 | 3.9 | 1.2 | Iris-versicolor | |
| 6.0 | 2.7 | 5.1 | 1.6 | Iris-versicolor | |
| 5.4 | 3.0 | 4.5 | 1.5 | Iris-versicolor | |
| 6.0 | 3.4 | 4.5 | 1.6 | Iris-versicolor | |
| 6.7 | 3.1 | 4.7 | 1.5 | Iris-versicolor | |
| 6.3 | 2.3 | 4.4 | 1.3 | Iris-versicolor | |
| 5.6 | 3.0 | 4.1 | 1.3 | Iris-versicolor | |
| 5.5 | 2.5 | 4.0 | 1.3 | Iris-versicolor | |
| 5.5 | 2.6 | 4.4 | 1.2 | Iris-versicolor | |
| 6.1 | 3.0 | 4.6 | 1.4 | Iris-versicolor | |
| 5.8 | 2.6 | 4.0 | 1.2 | Iris-versicolor | |
| 5.0 | 2.3 | 3.3 | 1.0 | Iris-versicolor | |
| 5.6 | 2.7 | 4.2 | 1.3 | Iris-versicolor | |
| 5.7 | 3.0 | 4.2 | 1.2 | Iris-versicolor | |
| 5.7 | 2.9 | 4.2 | 1.3 | Iris-versicolor | |
| 6.2 | 2.9 | 4.3 | 1.3 | Iris-versicolor | |
| 5.1 | 2.5 | 3.0 | 1.1 | Iris-versicolor | |
| 5.7 | 2.8 | 4.1 | 1.3 | Iris-versicolor | |
| 6.3 | 3.3 | 6.0 | 2.5 | Iris-virginica | |
| 5.8 | 2.7 | 5.1 | 1.9 | Iris-virginica | |
| 7.1 | 3.0 | 5.9 | 2.1 | Iris-virginica | |
| 6.3 | 2.9 | 5.6 | 1.8 | Iris-virginica | |
| 6.5 | 3.0 | 5.8 | 2.2 | Iris-virginica | |
| 7.6 | 3.0 | 6.6 | 2.1 | Iris-virginica | |
| 4.9 | 2.5 | 4.5 | 1.7 | Iris-virginica | |
| 7.3 | 2.9 | 6.3 | 1.8 | Iris-virginica | |
| 6.7 | 2.5 | 5.8 | 1.8 | Iris-virginica | |
| 7.2 | 3.6 | 6.1 | 2.5 | Iris-virginica | |
| 6.5 | 3.2 | 5.1 | 2.0 | Iris-virginica | |
| 6.4 | 2.7 | 5.3 | 1.9 | Iris-virginica | |
| 6.8 | 3.0 | 5.5 | 2.1 | Iris-virginica | |
| 5.7 | 2.5 | 5.0 | 2.0 | Iris-virginica | |
| 5.8 | 2.8 | 5.1 | 2.4 | Iris-virginica | |
| 6.4 | 3.2 | 5.3 | 2.3 | Iris-virginica | |
| 6.5 | 3.0 | 5.5 | 1.8 | Iris-virginica | |
| 7.7 | 3.8 | 6.7 | 2.2 | Iris-virginica | |
| 7.7 | 2.6 | 6.9 | 2.3 | Iris-virginica | |
| 6.0 | 2.2 | 5.0 | 1.5 | Iris-virginica | |
| 6.9 | 3.2 | 5.7 | 2.3 | Iris-virginica | |
| 5.6 | 2.8 | 4.9 | 2.0 | Iris-virginica | |
| 7.7 | 2.8 | 6.7 | 2.0 | Iris-virginica | |
| 6.3 | 2.7 | 4.9 | 1.8 | Iris-virginica | |
| 6.7 | 3.3 | 5.7 | 2.1 | Iris-virginica | |
| 7.2 | 3.2 | 6.0 | 1.8 | Iris-virginica | |
| 6.2 | 2.8 | 4.8 | 1.8 | Iris-virginica | |
| 6.1 | 3.0 | 4.9 | 1.8 | Iris-virginica | |
| 6.4 | 2.8 | 5.6 | 2.1 | Iris-virginica | |
| 7.2 | 3.0 | 5.8 | 1.6 | Iris-virginica | |
| 7.4 | 2.8 | 6.1 | 1.9 | Iris-virginica | |
| 7.9 | 3.8 | 6.4 | 2.0 | Iris-virginica | |
| 6.4 | 2.8 | 5.6 | 2.2 | Iris-virginica | |
| 6.3 | 2.8 | 5.1 | 1.5 | Iris-virginica | |
| 6.1 | 2.6 | 5.6 | 1.4 | Iris-virginica | |
| 7.7 | 3.0 | 6.1 | 2.3 | Iris-virginica | |
| 6.3 | 3.4 | 5.6 | 2.4 | Iris-virginica | |
| 6.4 | 3.1 | 5.5 | 1.8 | Iris-virginica | |
| 6.0 | 3.0 | 4.8 | 1.8 | Iris-virginica | |
| 6.9 | 3.1 | 5.4 | 2.1 | Iris-virginica | |
| 6.7 | 3.1 | 5.6 | 2.4 | Iris-virginica | |
| 6.9 | 3.1 | 5.1 | 2.3 | Iris-virginica | |
| 5.8 | 2.7 | 5.1 | 1.9 | Iris-virginica | |
| 6.8 | 3.2 | 5.9 | 2.3 | Iris-virginica | |
| 6.7 | 3.3 | 5.7 | 2.5 | Iris-virginica | |
| 6.7 | 3.0 | 5.2 | 2.3 | Iris-virginica | |
| 6.3 | 2.5 | 5.0 | 1.9 | Iris-virginica | |
| 6.5 | 3.0 | 5.2 | 2.0 | Iris-virginica | |
| 6.2 | 3.4 | 5.4 | 2.3 | Iris-virginica | |
| 5.9 | 3.0 | 5.1 | 1.8 | Iris-virginica |
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| import csv | |
| import veritable | |
| from veritable.utils import split_rows, clean_data, read_csv | |
| data = read_csv('iris.csv') | |
| schema = { | |
| 'sepal_length': {'type': 'real'}, | |
| 'sepal_width': {'type': 'real'}, | |
| 'petal_length': {'type': 'real'}, | |
| 'petal_width': {'type': 'real'}, | |
| 'class': {'type': 'categorical'} | |
| } | |
| API = veritable.connect() | |
| table = API.create_table() | |
| clean_data(data, schema, assign_ids=True) | |
| table.batch_upload_rows(data) | |
| analysis = table.create_analysis(schema) | |
| analysis.wait() |
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