Problem: iQual’s NLP outputs (e.g., coded aspirations from Cox’s Bazar interviews) are analyzed in notebooks but lack visualization for end-users like researchers or policymakers.
Proposed Solution: Add a new notebook in /notebooks (e.g., Grafana_Visualization.ipynb) showing how to pipe iQual’s predictions (e.g., sentiment scores) into a Grafana panel using Python’s grafanalib or REST API. This would:
- Create a sample dashboard with bar charts for coded categories (e.g., positive/negative aspirations).
- Support filters for regions or questions.
- Enhance iQual’s utility for World Bank’s SDG monitoring.
Steps:
- Use
iqualnlp.Model to generate sample predictions on politeness dataset.
- Export predictions as JSON/CSV.
- Generate Grafana panel config with
grafanalib (or mock API call).
- Document in notebook with setup instructions.
Impact: Enables researchers to visualize qualitative data in real-time, aligning with World Bank’s data viz priorities.
Willing to Implement: I can submit a PR with the notebook and sample dashboard config.
@addypy @g4brielvs, I’d love your feedback on this proposal to add a Grafana visualization notebook for iQual’s NLP outputs, aligning with World Bank’s SDG dashboard goals (e.g., GEPD). I’m building a similar UN/World Bank KPI dashboard and can adjust the scope based on your input!
Problem: iQual’s NLP outputs (e.g., coded aspirations from Cox’s Bazar interviews) are analyzed in notebooks but lack visualization for end-users like researchers or policymakers.
Proposed Solution: Add a new notebook in /notebooks (e.g.,
Grafana_Visualization.ipynb) showing how to pipe iQual’s predictions (e.g., sentiment scores) into a Grafana panel using Python’sgrafanalibor REST API. This would:Steps:
iqualnlp.Modelto generate sample predictions on politeness dataset.grafanalib(or mock API call).Impact: Enables researchers to visualize qualitative data in real-time, aligning with World Bank’s data viz priorities.
Willing to Implement: I can submit a PR with the notebook and sample dashboard config.
@addypy @g4brielvs, I’d love your feedback on this proposal to add a Grafana visualization notebook for iQual’s NLP outputs, aligning with World Bank’s SDG dashboard goals (e.g., GEPD). I’m building a similar UN/World Bank KPI dashboard and can adjust the scope based on your input!