The information-seeking mantra states:1 pointOverview first, zoom and filter, then details on demand.Visualization is good for cleaning up your data.

The information-seeking mantra you mentioned highlights an effective approach to analyzing and understanding data. Here's a breakdown of its key points:

1. Overview First: Start by getting a high-level view of the data. This allows you to grasp the overall trends and patterns without getting bogged down in specifics. It's about seeing the "big picture."

2. Zoom and Filter: Once you have a preliminary understanding, zoom in on specific areas of interest. Use filtering techniques to narrow down the data to the most relevant parts for your analysis, helping to focus on what's significant and discarding the noise.

3. Details on Demand: After zooming in, you can delve deeper into the details of the filtered data as needed. This step allows you to explore specific aspects of the data for deeper insights when necessary.

4. Visualization: Utilizing visual tools and graphics is crucial for data cleaning and presentation. Visualizations help to clarify complex datasets and highlight important information, making patterns and anomalies more apparent, which can support decision-making processes.

By following this mantra, you enhance your ability to derive meaningful insights from data and improve the overall quality of your analysis.