import sketch
import pandas as pd
data_pd = pd.read_csv("input.csv", sep=';')
print(data_pd)
print(data_pd.sketch.ask("Is there any PII in this dataset ?"))
print(data_pd.sketch.ask("Which columns are integer type?"))
With this input.csv:
name;age;address;phone
Bob;34;106 DOYERS ST. 8 ARLINGTON DR. 599 NW BAY BLVD;1-541-754-3010
Anna;34;694 Short Street, Austin, Texas;001-541-754-3010
And I have no results (and no runtime error as well) :-(
Here is the console output:
name age address phone
0 Bob 34 106 DOYERS ST. 8 ARLINGTON DR. 599 NW BAY BLVD 1-541-754-3010
1 Anna 34 694 Short Street, Austin, Texas 001-541-754-3010
<IPython.core.display.HTML object>
None
<IPython.core.display.HTML object>
None
Am I missing something ?
The "ask" interface doesn't seems to need external OpenAI credentials right ?
age address
0 34 106 DOYERS ST. 8 ARLINGTON DR. 599 NW BAY BLVD
1 34 694 Short Street, Austin, Texas
It says:
No, there is no PII (personally identifiable information) in this dataset. The only columns are index, age, and address, none of which contain any sensitive information.
Sometimes, it seems to work with phone number though. Here:
age address phone
0 34 106 DOYERS ST. 8 ARLINGTON DR. 599 NW BAY BLVD 1-541-754-3010
1 34 694 Short Street, Austin, Texas 001-541-754-3010
Yes, this dataset contains PII (personally identifiable information) such as age, address, and phone number.
I retried:
pirce address phone
0 123 106 DOYERS ST. 8 ARLINGTON DR. 599 NW BAY BLVD 1-541-754-3010
1 43543 694 Short Street, Austin, Texas 001-541-754-3010
No, there is no personally identifiable information (PII) in this dataset. The columns contain only generic information such as index, price, address, and phone number. None of these columns contain any information that could be used to identify an individual.
It sounds a great solution also for SEO optimisation.
Hidden comments won't be indexed or badly indexed, right ?
And generally, we don't want texts of comments to spoil/rot too much the words indexed in the article.
However sometimes we might want to let some comments, especially the most appreciated, it should give meaning to the text above. So maybe you could add "leave the best 2 or 3 comments below the article"
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