> For the complete documentation index, see [llms.txt](https://support.pears.io/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://support.pears.io/analyze.md).

# Analyze

- [EARS Report](https://support.pears.io/analyze/ears-report.md): Generate EARS (Education and Administrative Reporting System) form tables for SNAP-Ed annual reporting to the Food and Nutrition Service.
- [Summary Export](https://support.pears.io/analyze/summary-export.md): Download a high-level compilation of data across PEARS modules from the User Dashboard.
- [Indicator Metrics](https://support.pears.io/analyze/indicator-metrics.md): View SNAP-Ed indicator metrics and outcome data in PEARS.
- [Impact Dashboards](https://support.pears.io/analyze/impact-dashboards.md): View and analyze your organization's data through interactive Impact Dashboards in PEARS.
- [SNAP-Ed Dashboard](https://support.pears.io/analyze/impact-dashboards/snap-ed-dashboard.md): The SNAP-Ed Dashboard provides a comprehensive overview of SNAP-Ed programming data across direct education, indirect activities, PSE, and partnerships.
- [Extension Dashboard](https://support.pears.io/analyze/impact-dashboards/extension-dashboard.md): The Extension Dashboard provides an overview of Extension programming data including direct education, indirect activities, PSE, and partnerships.
- [Unit Snapshot Dashboard](https://support.pears.io/analyze/impact-dashboards/unit-snapshot-dashboard.md): The Unit Snapshot Dashboard provides a high-level summary of programming activity, reach, and impact for a specific unit.
- [User Dashboard](https://support.pears.io/analyze/impact-dashboards/user-dashboard.md): The User Dashboard shows a high-level overview of an individual user's activities and reach across PEARS modules.
- [Program Activities and Participants](https://support.pears.io/analyze/impact-dashboards/program-activities-and-participants.md): The Program Activities and Participants dashboard shows program activity and participant counts broken down by program area.
- [Contacts by Critical Issues](https://support.pears.io/analyze/impact-dashboards/contacts-by-critical-issues.md): The Contacts by Critical Issues dashboard shows demographic breakdowns of contacts by critical issue from Quarterly Effort data.
- [Duplicate Contacts](https://support.pears.io/analyze/impact-dashboards/duplicate-contacts.md): The Duplicate Contacts dashboard identifies and summarizes duplicate contact records across program activities.
- [Census Dashboards Overview](https://support.pears.io/analyze/impact-dashboards/census-dashboards.md): Learn how to use Census Comparison dashboards to compare program reach against population data.
- [Share Impact Dashboards](https://support.pears.io/analyze/impact-dashboards/share-dashboards.md): Share PEARS impact dashboards with staff and external stakeholders using real-time or snapshot links.
- [Panels](https://support.pears.io/analyze/impact-dashboards/panels.md): Reference documentation for each individual panel that appears on Impact Dashboards in PEARS.
- [Activities by City](https://support.pears.io/analyze/impact-dashboards/panels/activities-by-city.md): Displays a map of program activities, indirect activities, and PSE site activities plotted by city.
- [Activities by County](https://support.pears.io/analyze/impact-dashboards/panels/activities-by-county.md): Displays a choropleth map of program activity counts by county.
- [Top Settings by Activity and Reach](https://support.pears.io/analyze/impact-dashboards/panels/top-settings-by-activity-and-reach.md): Shows the top program settings ranked by total activity count and total reach.
- [Direct Education Reach and Time](https://support.pears.io/analyze/impact-dashboards/panels/direct-education-reach-and-time.md): Displays total reach, sessions, and hours for direct education programs along with a breakdown by delivery method.
- [Direct Education by Session Type](https://support.pears.io/analyze/impact-dashboards/panels/direct-education-by-session-type.md): Shows the proportion of single-session versus multi-session program activities.
- [Session Reach/Length by Session Type](https://support.pears.io/analyze/impact-dashboards/panels/session-reach-length-by-session-type.md): Displays box plots comparing session reach and session length for single-session versus multi-session programs.
- [Direct Education Demographics](https://support.pears.io/analyze/impact-dashboards/panels/direct-education-demographics.md): Displays demographic breakdowns of program activity participants by gender, age, race, and ethnicity.
- [Direct Education Volunteers](https://support.pears.io/analyze/impact-dashboards/panels/direct-education-volunteers.md): Displays the total number of volunteers and total volunteer hours across program activities.
- [Unique Site Counts by Program Setting](https://support.pears.io/analyze/impact-dashboards/panels/unique-site-counts-by-program-setting.md): Shows the number of unique sites where programming occurred, grouped by SNAP-Ed framework setting.
- [Indirect Activity Intervention Channels](https://support.pears.io/analyze/impact-dashboards/panels/indirect-activity-intervention-channels.md): Shows indirect activity counts and estimated reach grouped by intervention channel.
- [Indirect Activity Reach](https://support.pears.io/analyze/impact-dashboards/panels/indirect-activity-reach.md): Displays the total new reach and total estimated reach from indirect activities.
- [Indirect Channel Summary](https://support.pears.io/analyze/impact-dashboards/panels/indirect-channel-summary.md): Summarizes indirect activity reach and channel counts grouped by intervention channel.
- [PSE Stages of Implementation](https://support.pears.io/analyze/impact-dashboards/panels/pse-stages-of-implementation.md): Shows the count of PSE site activities at each stage of implementation.
- [PSE Changes Adopted by Level](https://support.pears.io/analyze/impact-dashboards/panels/pse-changes-adopted-by-level.md): Shows the count of PSE changes adopted at each level (e.g., organizational, environmental).
- [PSE Records with Multiple Changes](https://support.pears.io/analyze/impact-dashboards/panels/pse-records-with-multiple-changes.md): Shows the proportion of PSE records with multiple physical activity changes, multiple nutrition changes, or both.
- [PSE Top Changes](https://support.pears.io/analyze/impact-dashboards/panels/pse-top-changes.md): Lists the top nutrition and physical activity changes adopted across PSE site activities.
- [PSE Funding](https://support.pears.io/analyze/impact-dashboards/panels/pse-funding.md): Shows PSE funding contributions by strategy category and contribution type.
- [PSE Sustainability Mechanisms](https://support.pears.io/analyze/impact-dashboards/panels/pse-sustainability-mechanisms.md): Shows the sustainability mechanisms in place across PSE site activities.
- [Partnership and Coalition Characteristics](https://support.pears.io/analyze/impact-dashboards/panels/partnership-and-coalition-characteristics.md): Shows partnership and coalition counts by jurisdiction level, entity type, and sector of influence.
- [Partnership and Coalition Assistance and Relationship](https://support.pears.io/analyze/impact-dashboards/panels/partnership-and-coalition-assistance-and-relationship.md): Shows assistance types exchanged and relationship depths for partnerships and coalitions.
- [Program Activity Count](https://support.pears.io/analyze/impact-dashboards/panels/program-activity-count.md): Displays the total count of program activities.
- [Program Activities and Participants](https://support.pears.io/analyze/impact-dashboards/panels/program-activities-and-participants-panel.md): Shows program activity and participant counts broken down by program area.
- [Random Favorite Quotes](https://support.pears.io/analyze/impact-dashboards/panels/random-favorite-quotes.md): Displays up to four randomly selected favorite quotes from success stories.
- [Survey Impact Data](https://support.pears.io/analyze/impact-dashboards/panels/survey-impact-data.md): Displays pre/post survey impact scores comparing average responses before and after programming.
- [Track Module Aggregate](https://support.pears.io/analyze/impact-dashboards/panels/track-module-aggregate.md): Shows a time-series chart of record creation counts per month across multiple PEARS modules.
- [Direct Contact Summary](https://support.pears.io/analyze/impact-dashboards/panels/direct-contact-summary.md): Shows the count of direct contact interactions grouped by contact method and date range.
- [Gender Contacts by Critical Issue](https://support.pears.io/analyze/impact-dashboards/panels/gender-contacts-by-critical-issue.md): Shows the count of contacts by gender for each critical issue from Quarterly Effort data.
- [Race Contacts by Critical Issue](https://support.pears.io/analyze/impact-dashboards/panels/race-contacts-by-critical-issue.md): Shows the count of contacts by race for each critical issue from Quarterly Effort data.
- [Ethnicity Contacts by Critical Issue](https://support.pears.io/analyze/impact-dashboards/panels/ethnicity-contacts-by-critical-issue.md): Shows the count of contacts by ethnicity for each critical issue from Quarterly Effort data.
- [Total Duplicate Contacts](https://support.pears.io/analyze/impact-dashboards/panels/total-duplicate-contacts.md): Displays the total count of duplicate contacts across program activities.
- [Duplicate Contacts Demographics](https://support.pears.io/analyze/impact-dashboards/panels/duplicate-contacts-demographics.md): Shows demographic breakdowns of duplicate contacts by gender, age, race, and ethnicity.
- [Survey Response Exports](https://support.pears.io/analyze/survey-response-exports.md): Export survey response data from PEARS as Excel workbooks for analysis.
- [Responses by Survey](https://support.pears.io/analyze/survey-response-exports/responses-by-survey.md): Export all survey response data for a single survey as an Excel workbook.
- [Responses by Question](https://support.pears.io/analyze/survey-response-exports/responses-by-question.md): Export response data for a single question across all surveys that include it.
- [Responses by Matched ID](https://support.pears.io/analyze/survey-response-exports/responses-by-matched-id.md): Export pre/post survey response data matched by unique participant identifier for comparison analysis.
- [N-PEARS Export](https://support.pears.io/analyze/n-pears-export.md): Export PEARS data in a format compatible with National PEARS (N-PEARS) for federal annual reporting.
- [Mapping PEARS Data to N-PEARS](https://support.pears.io/analyze/n-pears-export/mapping-overview.md): Overview of how PEARS data maps to the N-PEARS Annual Report Export.
- [How to Run the N-PEARS Export](https://support.pears.io/analyze/n-pears-export/how-to-run-the-export.md): Step-by-step instructions for running the N-PEARS Export from PEARS.
- [Program Activities](https://support.pears.io/analyze/n-pears-export/program-activities.md): How PEARS Program Activity data maps to the Direct Education section in N-PEARS.
- [Indirect Activities](https://support.pears.io/analyze/n-pears-export/indirect-activities.md): How PEARS Indirect Activity data maps to the Indirect Education Channels section in N-PEARS.
- [Social Marketing Campaigns](https://support.pears.io/analyze/n-pears-export/social-marketing-campaigns.md): How PEARS Social Marketing Campaign data maps to the Social Marketing section in N-PEARS.
- [PSE Site Activities](https://support.pears.io/analyze/n-pears-export/pse-site-activities.md): How PEARS PSE Site Activity data maps to the PSE Change Initiatives section in N-PEARS.
- [Partnerships](https://support.pears.io/analyze/n-pears-export/partnerships.md): How PEARS Partnership data maps to PSE Active Partners in N-PEARS.
- [Coalitions](https://support.pears.io/analyze/n-pears-export/coalitions.md): How PEARS Coalition data maps to the Multisector Partnerships and Coalitions section in N-PEARS.
- [Success Stories](https://support.pears.io/analyze/n-pears-export/success-stories.md): How PEARS Success Story data maps to the Success Stories section in N-PEARS.
- [Sites](https://support.pears.io/analyze/n-pears-export/sites.md): How PEARS Site data maps to Project Sites in N-PEARS.
- [Data Cleaning Checklist](https://support.pears.io/analyze/n-pears-export/data-cleaning-checklist.md): Review this checklist before running the N-PEARS Export to ensure your PEARS data is ready.
- [Data Mart](https://support.pears.io/analyze/data-mart.md): Connect to a read-only nightly copy of your organization's PEARS data using SQL clients, BI tools, or application code.
- [Data Dictionary](https://support.pears.io/analyze/data-mart/data-dictionary.md): Browse the tables, columns, and relationships of your data mart from within PEARS.
- [Setting up Power BI](https://support.pears.io/analyze/data-mart/setting-up-power-bi.md): Connect Power BI Desktop to the PEARS data mart using the built-in PostgreSQL connector.
- [Setting up R](https://support.pears.io/analyze/data-mart/setting-up-r.md): Connect R and RStudio to the PEARS data mart using the RPostgres and DBI libraries.