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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