fix: chart data

apps/www/components/SurveyResults/charts/AICodingToolsChart.tsx

@@ -3,14 +3,37 @@ import { SurveyChart, buildWhereClause } from '../SurveyChart'
 function generateAICodingToolsSQL(activeFilters: Record<string, string>) {
   const whereClause = buildWhereClause(activeFilters)
 
-  return `
-SELECT 
-  unnest(ai_coding_tools) AS technology,
-  COUNT(*) AS total
-FROM responses_c_2025${whereClause ? '\n' + whereClause : ''}
-GROUP BY technology
-ORDER BY total DESC;
-`
+  return `WITH ai_coding_tools_mapping AS (
+    SELECT 
+      id,
+      CASE 
+        WHEN technology IN (
+          'Cursor',
+          'Windsurf',
+          'Cline',
+          'Visual Studio Code',
+          'Lovable',
+          'Bolt',
+          'v0',
+          'Tempo',
+          'None'
+        ) THEN technology
+        WHEN LOWER(technology) LIKE '%claude%' THEN 'Claude or Claude Code'
+        WHEN LOWER(technology) = 'chatgpt' THEN 'ChatGPT'
+        ELSE 'Other'
+      END AS technology_clean
+    FROM (
+      SELECT id, unnest(ai_coding_tools) AS technology
+      FROM responses_2025
+      ${whereClause}
+    ) sub
+  )
+  SELECT 
+    technology_clean AS technology,
+    COUNT(DISTINCT id) AS total
+  FROM ai_coding_tools_mapping
+  GROUP BY technology_clean
+  ORDER BY total DESC;`
 }
 
 export function AICodingToolsChart() {

apps/www/components/SurveyResults/charts/AIModelsChart.tsx

@@ -3,12 +3,36 @@ import { SurveyChart, buildWhereClause } from '../SurveyChart'
 function generateAIModelsSQL(activeFilters: Record<string, string>) {
   const whereClause = buildWhereClause(activeFilters)
 
-  return `SELECT 
-  unnest(ai_models_used) AS model,
-  COUNT(*) AS total
-FROM responses_c_2025${whereClause ? '\n' + whereClause : ''}
-GROUP BY model
-ORDER BY total DESC;`
+  return `WITH ai_models_used_mapping AS (
+    SELECT 
+      id,
+      CASE 
+        WHEN technology IN (
+          'OpenAI',
+          'Anthropic/Claude',
+          'Hugging Face',
+          'Custom models',
+          'SageMaker',
+          'Bedrock',
+          'Cohere',
+          'Mistral'
+        ) THEN technology
+        WHEN LOWER(technology) LIKE '%gemini%' THEN 'Gemini'
+        WHEN LOWER(technology) = 'deepseek' THEN 'DeepSeek'
+        ELSE 'Other'
+      END AS technology_clean
+    FROM (
+      SELECT id, unnest(ai_models_used) AS technology
+      FROM responses_2025
+      ${whereClause}
+    ) sub
+  )
+  SELECT 
+    technology_clean AS technology,
+    COUNT(DISTINCT id) AS total
+  FROM ai_models_used_mapping
+  GROUP BY technology_clean
+  ORDER BY total DESC;`
 }
 
 export function AIModelsChart() {

apps/www/components/SurveyResults/charts/AcceleratorParticipationChart.tsx

@@ -11,7 +11,7 @@ function generateAcceleratorParticipationSQL(activeFilters: Record<string, strin
       WHEN accelerator_participation = 'Did not participate in an accelerator' THEN NULL
       ELSE 'Other'
     END AS accelerator_clean
-  FROM responses_c_2025
+  FROM responses_2025
   ${whereClause}
 )
 SELECT 

apps/www/components/SurveyResults/charts/BiggestChallengeChart.tsx

@@ -1,6 +1,5 @@
 import { SurveyChart, buildWhereClause } from '../SurveyChart'
 
-// Generate SQL query for team count chart
 function generateBiggestChallengeSQL(activeFilters: Record<string, string>) {
   const whereClause = buildWhereClause(activeFilters, ['biggest_challenge IS NOT NULL'])
 
@@ -13,7 +12,7 @@ function generateBiggestChallengeSQL(activeFilters: Record<string, string>) {
       WHEN biggest_challenge IN ('Customer acquisition', 'Technical complexity', 'Product-market fit', 'Product-market fit', 'Fundraising', 'Hiring', 'Other') THEN biggest_challenge
       ELSE 'Other'
     END AS biggest_challenge_clean
-  FROM responses_c_2025
+  FROM responses_2025
   ${whereClause}
 )
 SELECT 

apps/www/components/SurveyResults/charts/DatabasesChart.tsx

@@ -3,12 +3,33 @@ import { SurveyChart, buildWhereClause } from '../SurveyChart'
 function generateDatabasesSQL(activeFilters: Record<string, string>) {
   const whereClause = buildWhereClause(activeFilters)
 
-  return `SELECT 
-  unnest(databases) AS technology,
-  COUNT(*) AS total
-FROM responses_c_2025${whereClause ? '\n' + whereClause : ''}
-GROUP BY technology
-ORDER BY total DESC;`
+  return `WITH database_mapping AS (
+    SELECT 
+      id,
+      CASE 
+        WHEN technology IN (
+          'Supabase',
+          'PostgreSQL',
+          'MySQL',
+          'MongoDB',
+          'Redis',
+          'Firebase',
+          'SQLite'
+        ) THEN technology
+        ELSE 'Other'
+      END AS technology_clean
+    FROM (
+      SELECT id, unnest(databases) AS technology
+      FROM responses_2025
+      ${whereClause}
+    ) sub
+  )
+  SELECT 
+    technology_clean AS technology,
+    COUNT(DISTINCT id) AS total
+  FROM database_mapping
+  GROUP BY technology_clean
+  ORDER BY total DESC;`
 }
 
 export function DatabasesChart() {

apps/www/components/SurveyResults/charts/FrontendStackChart.tsx

@@ -6,7 +6,7 @@ function generateFrontendStackSQL(activeFilters: Record<string, string>) {
   return `SELECT 
   unnest(frontend_stack) AS technology,
   COUNT(*) AS total
-FROM responses_c_2025${whereClause ? '\n' + whereClause : ''}
+FROM responses_2025${whereClause ? '\n' + whereClause : ''}
 GROUP BY technology
 ORDER BY total DESC;
 `

apps/www/components/SurveyResults/charts/FundingStageChart.tsx

@@ -6,7 +6,7 @@ function generateFundingStageSQL(activeFilters: Record<string, string>) {
   return `SELECT
     funding_stage,
     COUNT(*) AS total
-  FROM responses_c_2025${whereClause ? '\n' + whereClause : ''}
+  FROM responses_2025${whereClause ? '\n' + whereClause : ''}
   GROUP BY funding_stage
   ORDER BY CASE 
       WHEN funding_stage = 'Bootstrapped' THEN 1

apps/www/components/SurveyResults/charts/IndustryChart.tsx

@@ -1,6 +1,5 @@
 import { SurveyChart, buildWhereClause } from '../SurveyChart'
 
-// Generate SQL query for team count chart
 function generateIndustrySQL(activeFilters: Record<string, string>) {
   const whereClause = buildWhereClause(activeFilters, ['industry IS NOT NULL'])
 
@@ -13,7 +12,7 @@ function generateIndustrySQL(activeFilters: Record<string, string>) {
       WHEN industry IN ('SaaS', 'Dev tools', 'AI / ML', 'Consumer', 'Education', 'eCommerce', 'Fintech', 'Healthtech') THEN industry
       ELSE 'Other'
     END AS industry_clean
-  FROM responses_c_2025
+  FROM responses_2025
   ${whereClause}
 )
 SELECT 

apps/www/components/SurveyResults/charts/InitialPayingCustomersChart.tsx

@@ -3,15 +3,34 @@ import { SurveyChart, buildWhereClause } from '../SurveyChart'
 function generateInitialPayingCustomersSQL(activeFilters: Record<string, string>) {
   const whereClause = buildWhereClause(activeFilters)
 
-  return `SELECT 
-  source,
-  COUNT(DISTINCT id) AS respondents
-FROM (
-  SELECT id, unnest(initial_paying_customers) AS source
-  FROM responses_c_2025${whereClause ? '\n' + whereClause : ''}
-) sub
-GROUP BY source
-ORDER BY respondents DESC;`
+  return `WITH customer_source_mapping AS (
+    SELECT 
+      id,
+      CASE 
+        WHEN source IN (
+          'Personal/professional network',
+          'Inbound from social media (Twitter, LinkedIn, etc.)',
+          'Cold outreach or sales',
+          'Content (blog, newsletter, SEO)',
+          'Developer communities (Discord, Slack, Reddit, etc.)',
+          'Open source users who converted',
+          'Accelerators/incubators',
+          'Hacker News or Product Hunt'
+        ) THEN source
+        ELSE 'Other'
+      END AS source_clean
+    FROM (
+      SELECT id, unnest(initial_paying_customers) AS source
+      FROM responses_2025
+      ${whereClause}
+    ) sub
+  )
+  SELECT 
+    source_clean AS source,
+    COUNT(DISTINCT id) AS respondents
+  FROM customer_source_mapping
+  GROUP BY source_clean
+  ORDER BY respondents DESC;`
 }
 
 export function InitialPayingCustomersChart() {

apps/www/components/SurveyResults/charts/LocationChart.tsx

@@ -6,7 +6,7 @@ function generateLocationSQL(activeFilters: Record<string, string>) {
   return `SELECT
   location,
   COUNT(*) AS total
-FROM responses_c_2025${whereClause ? '\n' + whereClause : ''}
+FROM responses_2025${whereClause ? '\n' + whereClause : ''}
 GROUP BY location
 ORDER BY total DESC;`
 }

apps/www/components/SurveyResults/charts/NewIdeasChart.tsx

@@ -1,20 +1,38 @@
 import { SurveyChart, buildWhereClause } from '../SurveyChart'
 
 function generateNewIdeasSQL(activeFilters: Record<string, string>) {
-  const whereClause = buildWhereClause(activeFilters, [
-    'must_have_dev_tools IS NOT NULL',
-    "must_have_dev_tools != ''",
-  ])
+  const whereClause = buildWhereClause(activeFilters)
 
-  return `SELECT 
-  avenue,
-  COUNT(DISTINCT id) AS respondents
-FROM (
-  SELECT id, unnest(new_ideas) AS avenue
-  FROM responses_c_2025${whereClause ? '\n' + whereClause : ''}
-) sub
-GROUP BY avenue
-ORDER BY respondents DESC;`
+  return `WITH new_ideas_mapping AS (
+    SELECT 
+      id,
+      CASE 
+        WHEN avenue IN (
+          'Hacker News',
+          'GitHub',
+          'Product Hunt',
+          'Twitter/X',
+          'Reddit',
+          'YouTube',
+          'Podcasts',
+          'Blogs / Newsletters',
+          'Discord / Slack communities',
+          'Conferences / Meetups'
+        ) THEN avenue
+        ELSE 'Other'
+      END AS avenue_clean
+    FROM (
+      SELECT id, unnest(new_ideas) AS avenue
+      FROM responses_2025
+      ${whereClause}
+    ) sub
+  )
+  SELECT 
+    avenue_clean AS avenue,
+    COUNT(DISTINCT id) AS total
+  FROM new_ideas_mapping
+  GROUP BY avenue_clean
+  ORDER BY total DESC;`
 }
 
 export function NewIdeasChart() {

apps/www/components/SurveyResults/charts/RegularSocialMediaUseChart.tsx

@@ -3,29 +3,39 @@ import { SurveyChart, buildWhereClause } from '../SurveyChart'
 function generateRegularSocialMediaUseSQL(activeFilters: Record<string, string>) {
   const whereClause = buildWhereClause(activeFilters)
 
-  return `WITH founders AS (
-  SELECT id, regular_social_media_use
-  FROM responses_c_2025${whereClause ? '\n' + whereClause : ''}
-)
-SELECT
-  platform AS label,
-  COUNT(*) AS total
-FROM (
-  SELECT id, unnest(regular_social_media_use) AS platform
-  FROM founders
-) t
-GROUP BY platform
-ORDER BY total DESC;
-`
+  return `WITH regular_social_media_use_mapping AS (
+    SELECT 
+      id,
+      CASE 
+        WHEN platform IN (
+          'X (Twitter)',
+          'Threads',
+          'BlueSky',
+          'LinkedIn',
+          'Reddit',
+          'TikTok',
+          'Instagram',
+          'YouTube',
+          'Mastodon',
+          'Discord',
+          'I’ve given up social media'
+        ) THEN platform
+        ELSE 'Other'
+      END AS platform_clean
+    FROM (
+      SELECT id, unnest(regular_social_media_use) AS platform
+      FROM responses_2025
+      ${whereClause}
+    ) sub
+  )
+  SELECT 
+    platform_clean AS platform,
+    COUNT(DISTINCT id) AS total
+  FROM regular_social_media_use_mapping
+  GROUP BY platform_clean
+  ORDER BY total DESC;`
 }
 
-// SELECT
-//   unnest(regular_social_media_use) AS social_media,
-//   COUNT(*) AS total
-// FROM responses_c_2025${whereClause ? '\n' + whereClause : ''}
-// GROUP BY social_media
-// ORDER BY total DESC;
-
 export function RegularSocialMediaUseChart() {
   return (
     <SurveyChart

apps/www/components/SurveyResults/charts/RoleChart.tsx

@@ -1,6 +1,5 @@
 import { SurveyChart, buildWhereClause } from '../SurveyChart'
 
-// Generate SQL query for team count chart
 function generateRoleSQL(activeFilters: Record<string, string>) {
   const whereClause = buildWhereClause(activeFilters)
 
@@ -11,7 +10,7 @@ function generateRoleSQL(activeFilters: Record<string, string>) {
     ELSE 'Other'
   END AS role, 
   COUNT(*) AS total
-FROM responses_c_2025${whereClause ? '\n' + whereClause : ''}
+FROM responses_2025${whereClause ? '\n' + whereClause : ''}
 GROUP BY CASE 
     WHEN role = 'Founder / Co-founder' THEN 'Founder'
     WHEN role IN ('Engineer', 'Founder / Co-founder') THEN role
@@ -21,13 +20,6 @@ ORDER BY total DESC;
 `
 }
 
-// SELECT
-//   person_role_normalized,
-//   COUNT(*) AS total
-// FROM responses_c_2025${whereClause ? '\n' + whereClause : ''}
-// GROUP BY person_role_normalized
-// ORDER BY total DESC
-
 export function RoleChart() {
   return (
     <SurveyChart

apps/www/components/SurveyResults/charts/SalesToolsChart.tsx

@@ -3,14 +3,33 @@ import { SurveyChart, buildWhereClause } from '../SurveyChart'
 function generateSalesToolsSQL(activeFilters: Record<string, string>) {
   const whereClause = buildWhereClause(activeFilters)
 
-  return `
+  return `WITH customer_tool_mapping AS (
+    SELECT 
+      id,
+      CASE 
+        WHEN tool IN (        
+          'HubSpot',
+          'Salesforce',
+          'Pipedrive',
+          'Close.com',
+          'Notion / Airtable',
+          'Google Sheets',
+          'We don’t have a formal CRM or sales tool yet'
+        ) THEN tool
+        ELSE 'Other'
+      END AS tool_clean
+    FROM (
+      SELECT id, unnest(sales_tools) AS tool
+      FROM responses_2025
+      ${whereClause}
+    ) sub
+  )
   SELECT 
-  unnest(sales_tools) AS tool_name,
-  COUNT(*) AS total
-FROM responses_c_2025${whereClause ? '\n' + whereClause : ''}
-GROUP BY tool_name
-ORDER BY total DESC;
-`
+    tool_clean AS tool,
+    COUNT(DISTINCT id) AS respondents
+  FROM customer_tool_mapping
+  GROUP BY tool_clean
+  ORDER BY respondents DESC;`
 }
 
 export function SalesToolsChart() {

apps/www/components/SurveyResults/charts/WorldOutlookChart.tsx

@@ -1,6 +1,5 @@
 import { SurveyChart, buildWhereClause } from '../SurveyChart'
 
-// Generate SQL query for team count chart
 function generateWorldOutlookSQL(activeFilters: Record<string, string>) {
   const whereClause = buildWhereClause(activeFilters)
 
@@ -8,7 +7,7 @@ function generateWorldOutlookSQL(activeFilters: Record<string, string>) {
   world_outlook, 
   COUNT(*) AS total
   --ROUND(100.0 * COUNT(*) / SUM(COUNT(*)) OVER (), 2) AS percentage
-FROM responses_c_2025${whereClause ? '\n' + whereClause : ''}
+FROM responses_2025${whereClause ? '\n' + whereClause : ''}
 GROUP BY world_outlook
 ORDER BY total DESC;`
 }