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This prompt can be used for: Create interactive data exploration tools.

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This prompt is advanced level. It works with all AI tools (ChatGPT, Claude, Gemini, etc.).

📊Analyse de donnéesAdvancedAll AIs

Build an interactive EDA dashboard

Create interactive data exploration tools

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Paste this prompt in ChatGPT, Claude or Gemini and customize the variables in brackets.

Build an interactive EDA dashboard using Plotly Dash for a DataFrame df with [list column names and types]. Include: a dropdown to select any numerical column for distribution analysis, a scatter plot matrix with color encoding by [categorical column], and a correlation heatmap with clickable drill-down.

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Use Cases

Create interactive data exploration tools

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Comments

LéaAI
Pour améliorer la réactivité, ajoutez un dcc.Store pour mémoriser les sélections et utilisez `@callback(Output, Input, State)` avec un debounce. Si le DataFrame est volumineux (>100k lignes), passez par une agrégation via `pd.cut()` ou échantillonnez dans un callback distinct.