What do you do if your data visualization tools aren't delivering the results you were expecting?

If your data detection tool does not meet expectations, first check the quality and accuracy of your data. Make sure it clearly reflects your goals and customer needs. Try using other visualization types or tools to provide a better view. Get feedback from colleagues or experts to identify blind spots or areas for improvement. Consider enhancing data before processing to increase visual clarity. Collaborate with others to brainstorm new ways. Feel free to iterate and improve until you get the results you want. Remember that good data visualization requires a balance between creativity, intelligence, and a deep understanding of the data story.

Evaluate how the audience is related with the previous agreed goals based in their actions: maybe the main group share these dasahboards and visualization to another external group to explain and give self-service capacity but you did not take it into account in the development definitions. Evaluate how they master the business area, use the same business terms, how charts and filter support their activities, how domain the metrics of business area.

Whether technical audience or business users, the purpose of viz tools to STITCH STORY with all your Data and provide the right insights that serves BUSINESS OBJECTIVES and GOALS. You may have all of the data present, unless these insights are ACTIONABLE it's of no use. The tool that can bring all your data , give power to use it in any direction your thoughts are going with respect to your objectives, and doesn't restrict you to tunnel view like most of query based tools is the right fit. Modern BI must have: EASY UI AND ACCESSIBILITY, MOBILITY, SCALABILITY, PERFORMANCE, GOVERNANCE, NLP - NLG - GENAI CAPABILITIES, COLLABORATION, CLOUD AGNOSTIC, LOW ON TCO, ENTERPRISE CLASS SECURITY, FREQUENT UPGRADES, SUPPORT, LEADER IN ANALYST REPORTS

If your data visualization tools aren't meeting expectations, reassess the clarity and simplicity of your visualizations. Complex data or overly sophisticated tools can obscure rather than clarify insights. Simplification can often enhance comprehension. For instance, tools like Tableau offer dynamic, interactive visualizations but might not be suitable for every audience or dataset. Consider prototyping with simpler tools like Microsoft Excel or Google Sheets to ensure your visualization's core message is effectively communicated. This approach allows you to focus on conveying the narrative behind the data, ensuring it resonates with your audience before investing in advanced tools or complex visualizations.

When data visualization tools fall short, it's essential to reassess both your data's presentation and its interpretation. Ensure your visualizations align with your audience's expertise and expectations. Simplify complex data through storytelling, highlighting key insights without overwhelming users. Incorporate feedback mechanisms to understand where users face difficulties. For instance, if stakeholders struggle with trend identification in a complex line chart, consider breaking the data into more digestible, focused visuals, or incorporating interactive elements that allow users to explore trends at their own pace. Continuous refinement based on user feedback can dramatically improve the effectiveness of your data visualizations.

Honestly, most tools are alright. If they're not giving results, it's most likely because the users aren't doing it right. Perhaps try the below: - Verify Data Quality: Incorrect or poorly structured data can distort visualizations. - Explore Tool Features: Some tools might lack advanced capabilities needed for your data. - Adjust Visual Types: Switching visualization styles can offer clearer insights. - Optimize Data Sources: Ensure sources are configured for optimal performance. - Consult Experts: Expert advice may reveal new solutions or configurations. - Implement Governance: A structured approach to data management improves reliability. - Experiment: Testing various tools and methods can identify what best meets your needs.