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Add real-world pandas example to Day 25 #827

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Add real-world pandas example to Day 25 #827

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22 changes: 22 additions & 0 deletions 25_Day_Pandas/25_pandas.md
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Expand Up @@ -1200,6 +1200,28 @@ print(df[df['Ages'] < 120])
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## Real-World Example: Crop Production Analysis

```python
import pandas as pd

# Sample agricultural dataset
data = {
"Crop": ["Rice", "Wheat", "Maize"],
"Production": [100, 80, 60],
"Year": [2020, 2020, 2020]
}

df = pd.DataFrame(data)

print("Dataset:")
print(df)

print("\nAverage Production:", df["Production"].mean())
print("\nMaximum Production Crop:", df.loc[df["Production"].idxmax(), "Crop"])

```

## Exercises: Day 25

1. Read the hacker_news.csv file from data directory
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