pandas-ai · Data Alchemy

pandas-ai

If, like me, you are not a data expert, you might like to know that the pandas module has a little brother: pandas-ai.

so whereas with pandas, you analyse your data like so:

```

males = df[df["Sex"] == "male"]

male_survival = males["Survived"].sum()/len(males)

females = df[df["Sex"] == "female"]

female_survival = females["Survived"].sum()/len(females)

female_survival/male_survival

```

to find out how much more likely females were to survive the Titanic disaster (fyi, 3.93 times).

with pandas.ai, you would ask your friendly LLM directly:

```

pandas_ai.chat("what sex was most likely to have survived? how much more likely?")

```

'The sex most likely to have survived is female, and they were 3.93 times more likely to have survived compared to the other sex.'

2 comments

skool.com/data-alchemy

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