Vizly: AI-powered data analysis

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Cleaning and Preprocessing Combined Data

clean the data

  • Loaded the dataset from 'combined_data.csv' and displayed the first few rows.
  • Dropped unnecessary columns and renamed some columns for better clarity.
  • Displayed the cleaned dataset's first few rows with renamed columns.

Visualize this for me

The data visualization process involved creating a scatter plot using Plotly Express, highlighting item prices by vegetable types. The plot successfully displayed item prices on the y-axis and item IDs on the x-axis, with different colors representing various vegetable types.

Show a bar chart of Dairy_Type counts

A bar chart was created to display the counts of each Dairy_Type in the dataset. The chart visualizes the distribution of different dairy types, making it easy to compare their frequencies.

Vizly

AI-powered data analysis

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