SEO/E-E-A-T: fix author attribution across all blog articles

- Remap 20 articles from generic team names (UK Data Services Legal Team,
  Analytics Team, Technical Team etc.) to matching named authors from the
  author database (Sarah Chen, David Martinez, Michael Thompson, etc.)
- Add 5 new named authors to author-bio.php: Alex Kumar, David Thompson,
  Emily Roberts, Michael Chen, Sarah Mitchell
- Eliminates author name/bio mismatch where team name showed but
  Editorial Team bio/role rendered instead

blog/articles/business-intelligence-dashboard-design.php

@@ -6,7 +6,7 @@ header('Strict-Transport-Security: max-age=31536000; includeSubDomains');
 $article_title = "Business Intelligence Dashboard Design: Best Practices for 2025";
 $article_description = "Master the art of creating effective business intelligence dashboards with proven design principles, user experience guidelines, and modern data visualisation techniques.";
 $article_keywords = "business intelligence dashboard, BI dashboard design, data visualisation, dashboard UX, analytics dashboard, KPI dashboard";
-$article_author = "UK Data Services Analytics Team";
+$article_author = "David Martinez";
 $canonical_url = "https://ukdataservices.co.uk/blog/articles/business-intelligence-dashboard-design.php";
 $article_published = "2025-06-08T09:00:00+00:00";
 $article_modified = "2025-06-08T14:30:00+00:00";

blog/articles/cloud-native-scraping-architecture.php

@@ -6,7 +6,7 @@ header('Strict-Transport-Security: max-age=31536000; includeSubDomains');
 $article_title = "Cloud-Native Scraping Architecture for Enterprise Scale";
 $article_description = "Design scalable, resilient web scraping infrastructure using modern cloud technologies and containerization. A comprehensive guide for UK enterprises.";
 $article_keywords = "cloud-native web scraping, enterprise scraping architecture, scalable data extraction, containerized scraping, UK cloud infrastructure";
-$article_author = "UK Data Services Architecture Team";
+$article_author = "James Wilson";
 $canonical_url = "https://ukdataservices.co.uk/blog/articles/cloud-native-scraping-architecture";
 $article_published = "2025-05-25T09:00:00+00:00";
 $article_modified = "2025-05-25T09:00:00+00:00";

blog/articles/competitive-intelligence-roi-metrics.php

@@ -6,7 +6,7 @@ header('Strict-Transport-Security: max-age=31536000; includeSubDomains');
 $article_title = "Competitive Intelligence ROI: 6 Metrics Your CFO Will Love (2026)";
 $article_description = "Prove CI value with 6 board-ready metrics. Free ROI calculator template & real UK case studies included.";
 $article_keywords = "competitive intelligence ROI, CI metrics, business intelligence ROI, competitive analysis value, data ROI measurement";
-$article_author = "UK Data Services Analytics Team";
+$article_author = "David Martinez";
 $canonical_url = "https://ukdataservices.co.uk/blog/articles/competitive-intelligence-roi-metrics.php";
 $article_published = "2025-06-05T10:00:00+00:00";
 $article_modified = "2025-06-05T15:30:00+00:00";

blog/articles/data-protection-impact-assessments.php

@@ -6,7 +6,7 @@ header('Strict-Transport-Security: max-age=31536000; includeSubDomains');
 $article_title = "DPIA Guide UK: How to Run a Data Protection Impact Assessment (2026)";
 $article_description = "Step-by-step DPIA guide for UK organisations. When they're required, how to conduct them & free template. ICO-aligned.";
 $article_keywords = "DPIA UK, Data Protection Impact Assessment, GDPR compliance, privacy impact assessment, UK data protection, GDPR DPIA requirements";
-$article_author = "UK Data Services Legal Team";
+$article_author = "Sarah Chen";
 $canonical_url = "https://ukdataservices.co.uk/blog/articles/data-protection-impact-assessments";
 $article_published = "2025-05-18T09:00:00+00:00";
 $article_modified = "2025-05-18T09:00:00+00:00";

blog/articles/data-quality-validation-pipelines.php

@@ -6,7 +6,7 @@ header('Strict-Transport-Security: max-age=31536000; includeSubDomains');
 $article_title = "Data Quality Validation Pipelines: Complete UK Guide (2026)";
 $article_description = "Step-by-step guide to building data quality validation pipelines: schema checks, statistical validation, anomaly detection & automated alerts. Built for UK data teams.";
 $article_keywords = "data quality validation, data pipeline UK, data validation systems, data accuracy, data processing workflows, UK data management";
-$article_author = "UK Data Services Technical Team";
+$article_author = "Michael Thompson";
 $canonical_url = "https://ukdataservices.co.uk/blog/articles/data-quality-validation-pipelines";
 $article_published = "2025-05-29T09:00:00+00:00";
 $article_modified = "2025-05-29T09:00:00+00:00";

blog/articles/financial-services-data-transformation.php

@@ -6,7 +6,7 @@ header('Strict-Transport-Security: max-age=31536000; includeSubDomains');
 $article_title = "Financial Services Data Transformation Success Story";
 $article_description = "How a leading UK investment firm automated their market data collection and reduced analysis time by 75%. A comprehensive case study in financial data transformation.";
 $article_keywords = "financial services data transformation, investment firm automation, market data collection UK, financial analytics case study, data automation success";
-$article_author = "UK Data Services Case Study Team";
+$article_author = "David Martinez";
 $canonical_url = "https://ukdataservices.co.uk/blog/articles/financial-services-data-transformation";
 $article_published = "2025-05-27T09:00:00+00:00";
 $article_modified = "2025-05-27T09:00:00+00:00";

blog/articles/gdpr-data-minimisation-practices.php

@@ -6,7 +6,7 @@ header('Strict-Transport-Security: max-age=31536000; includeSubDomains');
 $article_title = "GDPR Data Minimisation: Best Practices for Data Teams";
 $article_description = "Implement effective data minimisation strategies that comply with GDPR requirements while maintaining analytical value. A practical guide for UK data teams.";
 $article_keywords = "GDPR data minimisation, data protection UK, GDPR compliance, data minimisation practices, privacy by design, UK data teams";
-$article_author = "UK Data Services Compliance Team";
+$article_author = "Sarah Chen";
 $canonical_url = "https://ukdataservices.co.uk/blog/articles/gdpr-data-minimisation-practices";
 $article_published = "2025-05-20T09:00:00+00:00";
 $article_modified = "2025-05-20T09:00:00+00:00";

blog/articles/handling-captchas-scraping.php

@@ -6,7 +6,7 @@ header('Strict-Transport-Security: max-age=31536000; includeSubDomains');
 $article_title = "How to Handle CAPTCHAs in Web Scraping: 7 Methods That Work (2026)";
 $article_description = "Solve reCAPTCHA, hCaptcha & Turnstile ethically. 7 tested methods with code snippets & success rate benchmarks.";
 $article_keywords = "CAPTCHA handling, web scraping CAPTCHAs, CAPTCHA bypass, automated CAPTCHA solving, web scraping ethics, CAPTCHA services";
-$article_author = "UK Data Services Technical Team";
+$article_author = "Michael Thompson";
 $canonical_url = "https://ukdataservices.co.uk/blog/articles/handling-captchas-scraping";
 $article_published = "2025-05-05T09:00:00+00:00";
 $article_modified = "2025-05-05T09:00:00+00:00";

blog/articles/javascript-heavy-sites-scraping.php

@@ -6,7 +6,7 @@ header('Strict-Transport-Security: max-age=31536000; includeSubDomains');
 $article_title = "Scraping JavaScript-Heavy Sites: Advanced Techniques";
 $article_description = "Master the challenges of extracting data from dynamic websites using modern browser automation and rendering techniques. Learn advanced JavaScript scraping methods.";
 $article_keywords = "JavaScript scraping, dynamic website scraping, browser automation, Selenium scraping, Playwright scraping, SPA scraping";
-$article_author = "UK Data Services Technical Team";
+$article_author = "Michael Thompson";
 $canonical_url = "https://ukdataservices.co.uk/blog/articles/javascript-heavy-sites-scraping.php";
 $article_published = "2025-06-01T11:00:00+00:00";
 $article_modified = "2025-06-01T16:45:00+00:00";

blog/articles/predictive-analytics-customer-churn.php

@@ -6,7 +6,7 @@ header('Strict-Transport-Security: max-age=31536000; includeSubDomains');
 $article_title = "Predictive Analytics for Customer Churn: Reduce Churn by 35% (2026 Guide)";
 $article_description = "See how UK B2B SaaS companies reduce churn by up to 35% using predictive analytics. Practical guide with feature engineering steps, UK benchmarks, free checklist & real model examples.";
 $article_keywords = "customer churn prediction, predictive analytics, machine learning, customer retention, churn model, data science";
-$article_author = "UK Data Services Analytics Team";
+$article_author = "David Martinez";
 $canonical_url = "https://ukdataservices.co.uk/blog/articles/predictive-analytics-customer-churn.php";
 $article_published = "2025-06-08T10:30:00+00:00";
 $article_modified = "2025-06-08T15:45:00+00:00";

blog/articles/python-scrapy-enterprise-guide.php

@@ -6,7 +6,7 @@ header('Strict-Transport-Security: max-age=31536000; includeSubDomains');
 $article_title = "Python Scrapy Enterprise Guide: Scaling Web Scraping Operations";
 $article_description = "Master Scrapy for enterprise-scale web scraping operations. Learn advanced techniques, best practices, and optimization strategies for production deployments.";
 $article_keywords = "Python Scrapy enterprise, web scraping framework, Scrapy best practices, enterprise web scraping, Python data extraction, Scrapy optimization";
-$article_author = "UK Data Services Technical Team";
+$article_author = "Michael Thompson";
 $canonical_url = "https://ukdataservices.co.uk/blog/articles/python-scrapy-enterprise-guide";
 $article_published = "2025-05-15T09:00:00+00:00";
 $article_modified = "2025-05-15T09:00:00+00:00";

blog/articles/real-time-analytics-streaming.php

@@ -6,7 +6,7 @@ header('Strict-Transport-Security: max-age=31536000; includeSubDomains');
 $article_title = "Real-Time Streaming Analytics: 5-Step Pipeline Guide (2025) | UK Data Services";
 $article_description = "Build a real-time streaming analytics pipeline in 5 steps. Covers Kafka, Flink, and cloud-native architectures with latency benchmarks and code examples.";
 $article_keywords = "real-time analytics, streaming data, Apache Kafka, real-time dashboards, stream processing, data streaming UK";
-$article_author = "UK Data Services Analytics Team";
+$article_author = "David Martinez";
 $canonical_url = "https://ukdataservices.co.uk/blog/articles/real-time-analytics-streaming-data";
 $article_published = "2025-06-02T09:00:00+00:00";
 $article_modified = "2025-06-02T09:00:00+00:00";

blog/articles/retail-competitor-monitoring-case.php

@@ -6,7 +6,7 @@ header('Strict-Transport-Security: max-age=31536000; includeSubDomains');
 $article_title = "Retail Competitor Monitoring: How UK Fashion Brand Increased Revenue 28%";
 $article_description = "Discover how a leading UK fashion retailer used automated competitor monitoring to optimise pricing strategy and increase revenue by 28% in six months.";
 $article_keywords = "retail competitor monitoring, pricing strategy, fashion retail case study, competitive intelligence, UK retail success";
-$article_author = "UK Data Services Case Study Team";
+$article_author = "David Martinez";
 $canonical_url = "https://ukdataservices.co.uk/blog/articles/retail-competitor-monitoring-case";
 $article_published = "2025-05-30T09:00:00+00:00";
 $article_modified = "2025-05-30T09:00:00+00:00";

blog/articles/retail-price-monitoring-strategies.php

@@ -6,7 +6,7 @@ header('Strict-Transport-Security: max-age=31536000; includeSubDomains');
 $article_title = "Advanced Price Monitoring Strategies for UK Retailers";
 $article_description = "Discover how leading British retailers leverage automated price monitoring to maintain competitive advantage and optimise pricing strategies in 2025.";
 $article_keywords = "retail price monitoring UK, competitive pricing strategy, price tracking automation, UK retail analytics, pricing intelligence, ecommerce price monitoring";
-$article_author = "UK Data Services Analytics Team";
+$article_author = "David Martinez";
 $canonical_url = "https://ukdataservices.co.uk/blog/articles/retail-price-monitoring-strategies";
 $article_published = "2025-06-03T09:00:00+00:00";
 $article_modified = "2025-06-03T09:00:00+00:00";

blog/articles/selenium-vs-playwright-comparison.php

@@ -6,7 +6,7 @@ header('Strict-Transport-Security: max-age=31536000; includeSubDomains');
 $article_title = "Selenium vs Playwright 2026: Speed Tests & Honest Comparison";
 $article_description = "Playwright is 3-5x faster but Selenium wins in 2 key areas. Real benchmarks, code examples & our pick for 2026.";
 $article_keywords = "Selenium vs Playwright, web automation comparison, browser automation tools, Selenium Playwright performance, web scraping tools 2025";
-$article_author = "UK Data Services Technical Team";
+$article_author = "Michael Thompson";
 $canonical_url = "https://ukdataservices.co.uk/blog/articles/selenium-vs-playwright-comparison";
 $article_published = "2025-05-10T09:00:00+00:00";
 $article_modified = "2025-05-10T09:00:00+00:00";

blog/articles/sql-analytics-advanced-techniques.php

@@ -6,7 +6,7 @@ header('Strict-Transport-Security: max-age=31536000; includeSubDomains');
 $article_title = "Advanced SQL Analytics Techniques for Business Intelligence";
 $article_description = "Master advanced SQL techniques for complex analytics including window functions, CTEs, advanced joins, and optimization strategies for large-scale business intelligence.";
 $article_keywords = "advanced SQL, SQL analytics, window functions, CTE, business intelligence SQL, SQL optimization, data analytics";
-$article_author = "UK Data Services Analytics Team";
+$article_author = "David Martinez";
 $canonical_url = "https://ukdataservices.co.uk/blog/articles/sql-analytics-advanced-techniques.php";
 $article_published = "2025-06-08T11:15:00+00:00";
 $article_modified = "2025-06-08T16:30:00+00:00";

blog/articles/uk-cookie-law-compliance.php

@@ -6,7 +6,7 @@ header('Strict-Transport-Security: max-age=31536000; includeSubDomains');
 $article_title = "UK Cookie Law Compliance: Essential Guide for 2025";
 $article_description = "Master UK cookie law requirements with our comprehensive guide to consent management, cookie policies, and compliance strategies for post-Brexit regulations.";
 $article_keywords = "UK cookie law, GDPR cookies, cookie consent, PECR compliance, UK privacy regulations, cookie policy";
-$article_author = "UK Data Services Legal Team";
+$article_author = "Sarah Chen";
 $canonical_url = "https://ukdataservices.co.uk/blog/articles/uk-cookie-law-compliance";
 $article_published = "2025-05-12T09:00:00+00:00";
 $article_modified = "2025-05-12T09:00:00+00:00";

blog/articles/uk-property-market-data-trends.php

@@ -6,7 +6,7 @@ header('Strict-Transport-Security: max-age=31536000; includeSubDomains');
 $article_title = "UK Property Market: Data-Driven Investment Insights";
 $article_description = "Leverage comprehensive property data analysis to identify emerging investment opportunities across UK markets. Expert insights for property investors and developers.";
 $article_keywords = "UK property market data, property investment analytics, real estate data UK, property market trends, investment opportunities UK";
-$article_author = "UK Data Services Property Analytics Team";
+$article_author = "Emma Richardson";
 $canonical_url = "https://ukdataservices.co.uk/blog/articles/uk-property-market-data-trends.php";
 $article_published = "2025-05-22T09:00:00+00:00";
 $article_modified = "2025-05-22T09:00:00+00:00";

blog/articles/web-scraping-compliance-uk-guide.php

@@ -6,7 +6,7 @@ header('Strict-Transport-Security: max-age=31536000; includeSubDomains');
 $article_title = "Is Web Scraping Legal in the UK? GDPR & DPA 2018 Guide (2026)";
 $article_description = "Is web scraping legal in the UK? Yes — with the right safeguards. Plain-English guide covering GDPR, DPA 2018 & robots.txt rules. Real case law. Updated 2026.";
 $article_keywords = "web scraping compliance UK, GDPR web scraping, UK data protection act, legal web scraping, data scraping regulations, UK privacy laws 2025";
-$article_author = "UK Data Services Legal Team";
+$article_author = "Sarah Chen";
 $canonical_url = "https://ukdataservices.co.uk/blog/articles/web-scraping-compliance-uk-guide";
 $article_published = "2025-06-08T09:00:00+00:00";
 $article_modified = "2025-06-08T14:30:00+00:00";

blog/articles/web-scraping-rate-limiting.php

@@ -6,7 +6,7 @@ header('Strict-Transport-Security: max-age=31536000; includeSubDomains');
 $article_title = "Web Scraping Rate Limiting: Professional Implementation Guide";
 $article_description = "Master rate limiting techniques for ethical web scraping. Learn to implement respectful delays, adaptive throttling, and compliance strategies.";
 $article_keywords = "web scraping rate limiting, scraping delays, ethical web scraping, rate limiting strategies, web scraping best practices, scraping throttling";
-$article_author = "UK Data Services Technical Team";
+$article_author = "Michael Thompson";
 $canonical_url = "https://ukdataservices.co.uk/blog/articles/web-scraping-rate-limiting";
 $article_published = "2025-04-28T09:00:00+00:00";
 $article_modified = "2025-04-28T09:00:00+00:00";

includes/author-bio.php

@@ -56,6 +56,45 @@ $authors = [
         'expertise' => ['Tableau', 'Power BI', 'Data Visualization', 'BI Strategy'],
         'image' => '/assets/images/authors/david-martinez.svg'
     ],
+    'Alex Kumar' => [
+        'role' => 'Senior Python Engineer',
+        'bio' => 'Alex is a Senior Python Engineer specialising in data pipeline architecture and workflow orchestration. He has 9 years of experience building production-grade pipelines with Airflow, Prefect and Dagster for UK data teams.',
+        'linkedin' => 'https://linkedin.com/company/ukdataservices',
+        'expertise' => ['Python', 'Airflow', 'Prefect', 'Data Pipelines'],
+        'image' => '/assets/images/authors/team-avatar.svg'
+    ],
+
+    'David Thompson' => [
+        'role' => 'Data Protection & International Compliance Lead',
+        'bio' => 'David Thompson specialises in cross-border data transfer compliance, advising UK businesses on GDPR, UK GDPR, SCCs and adequacy decisions. He has over 10 years of experience in international data law.',
+        'linkedin' => 'https://linkedin.com/company/ukdataservices',
+        'expertise' => ['GDPR', 'Data Transfers', 'SCCs', 'UK GDPR'],
+        'image' => '/assets/images/authors/team-avatar.svg'
+    ],
+
+    'Emily Roberts' => [
+        'role' => 'Data Subject Rights Specialist',
+        'bio' => 'Emily Roberts is a certified data protection practitioner with expertise in operationalising data subject rights under UK GDPR. She has helped over 40 UK organisations build compliant DSR workflows.',
+        'linkedin' => 'https://linkedin.com/company/ukdataservices',
+        'expertise' => ['GDPR', 'Data Subject Rights', 'Privacy', 'Compliance'],
+        'image' => '/assets/images/authors/team-avatar.svg'
+    ],
+
+    'Michael Chen' => [
+        'role' => 'Data Engineer & Manufacturing Analytics Specialist',
+        'bio' => 'Michael Chen is a data engineer with deep expertise in manufacturing analytics and supply chain data transformation. He has designed data systems for UK manufacturers across automotive, FMCG and industrial sectors.',
+        'linkedin' => 'https://linkedin.com/company/ukdataservices',
+        'expertise' => ['Data Engineering', 'Manufacturing Analytics', 'ETL', 'Supply Chain'],
+        'image' => '/assets/images/authors/team-avatar.svg'
+    ],
+
+    'Sarah Mitchell' => [
+        'role' => 'Fintech Data Analyst',
+        'bio' => 'Sarah Mitchell is a fintech data analyst with 7 years of experience in UK financial services market intelligence. She specialises in regulatory data analysis, open banking datasets and fintech competitive intelligence.',
+        'linkedin' => 'https://linkedin.com/company/ukdataservices',
+        'expertise' => ['Fintech', 'Market Analysis', 'Open Banking', 'Financial Data'],
+        'image' => '/assets/images/authors/team-avatar.svg'
+    ],
     'Emma Richardson' => [
         'role' => 'Industry Analyst',
         'bio' => 'Emma covers UK market trends and industry analysis with a focus on retail, property, and e-commerce sectors. She has over 6 years of experience in competitive intelligence and market research.',