whyrating-engine-legacy/web/components/ReviewAnalytics.tsx

'use client';

import { useState, useMemo } from 'react';
import {
  useReactTable,
  getCoreRowModel,
  getFilteredRowModel,
  getSortedRowModel,
  getPaginationRowModel,
  ColumnDef,
  flexRender,
  SortingState,
  ColumnFiltersState,
} from '@tanstack/react-table';
import { BarChart, Bar, XAxis, YAxis, CartesianGrid, Tooltip, ResponsiveContainer, PieChart, Pie, Cell, LineChart, Line, Brush, ReferenceArea, ComposedChart, Area, Legend } from 'recharts';
import { Star, TrendingUp, Image, FileText, MessageSquare, Calendar, ArrowUpDown, ArrowUp, ArrowDown, Search, Download, Filter, AlertTriangle, ThumbsUp, ThumbsDown, X, ExternalLink, MessageCircleReply, CheckCircle2, XCircle } from 'lucide-react';
import { Review, OwnerResponse, calculateReviewStats, getSentimentLabel, getSentimentColor, DateRange, filterReviewsByDateRange, calculateTimelineData } from '@/lib/analytics';

interface ReviewWithNew extends Review {
  is_new?: boolean;
  owner_response?: OwnerResponse | null;
  photo_urls?: string[] | null;
  topics?: string[];
}

interface ReviewTopic {
  topic: string;
  count: number;
}

interface ReviewAnalyticsProps {
  reviews: ReviewWithNew[];
  businessName?: string;
  businessUrl?: string;
  newCount?: number;
  businessCategory?: string;
  reviewTopics?: ReviewTopic[];
}

export default function ReviewAnalytics({ reviews, businessName, businessUrl, newCount, businessCategory, reviewTopics }: ReviewAnalyticsProps) {
  const [sorting, setSorting] = useState<SortingState>([{ id: 'date', desc: true }]); // Default: newest first
  const [columnFilters, setColumnFiltersState] = useState<ColumnFiltersState>([]);
  const [globalFilter, setGlobalFilter] = useState('');
  const [selectedRatings, setSelectedRatings] = useState<number[]>([1, 2, 3, 4, 5]);
  const [selectedSentiments, setSelectedSentiments] = useState<('positive' | 'neutral' | 'negative')[]>(['positive', 'neutral', 'negative']);
  const [selectedResponseStatus, setSelectedResponseStatus] = useState<('answered' | 'not_answered')[]>(['answered', 'not_answered']);
  const [dateRange, setDateRange] = useState<DateRange>('all');
  const [selectedReview, setSelectedReview] = useState<ReviewWithNew | null>(null);
  const [showOnlyNew, setShowOnlyNew] = useState(false);
  const [brushRange, setBrushRange] = useState<{ startIndex: number; endIndex: number } | null>(null);
  const [selectedTopics, setSelectedTopics] = useState<string[]>([]);

  // Check if we have comparison data
  const hasComparisonData = reviews.some(r => r.is_new !== undefined);

  // Filter reviews by date range (preserving is_new flag)
  const dateFilteredReviews = useMemo(() => {
    const filtered = filterReviewsByDateRange(reviews as Review[], dateRange);
    // Re-attach is_new flag from original reviews
    return filtered.map(r => {
      const original = reviews.find(orig => orig.review_id === r.review_id);
      return { ...r, is_new: original?.is_new } as ReviewWithNew;
    });
  }, [reviews, dateRange]);

  // Calculate statistics on date-filtered reviews
  const stats = useMemo(() => calculateReviewStats(dateFilteredReviews), [dateFilteredReviews]);

  // Calculate timeline data for chart
  const timelineData = useMemo(() => calculateTimelineData(dateFilteredReviews), [dateFilteredReviews]);

  // Calculate available topics with counts
  const availableTopics = useMemo(() => {
    const topicCounts = new Map<string, number>();
    reviews.forEach(r => {
      r.topics?.forEach(t => {
        topicCounts.set(t, (topicCounts.get(t) || 0) + 1);
      });
    });
    return Array.from(topicCounts.entries())
      .map(([topic, count]) => ({ topic, count }))
      .sort((a, b) => b.count - a.count);
  }, [reviews]);

  // Check if brush covers the full range (no filtering needed)
  const isFullRange = useMemo(() => {
    if (!brushRange || timelineData.length === 0) return true;
    return brushRange.startIndex === 0 && brushRange.endIndex === timelineData.length - 1;
  }, [brushRange, timelineData]);

  // Get the date range from brush selection (null if full range = no filter)
  const brushDateRange = useMemo(() => {
    if (!brushRange || timelineData.length === 0 || isFullRange) return null;
    const startDate = timelineData[brushRange.startIndex]?.date;
    const endDate = timelineData[brushRange.endIndex]?.date;
    if (!startDate || !endDate) return null;
    return { startDate, endDate };
  }, [brushRange, timelineData, isFullRange]);

  // Helper to set brush range based on time period
  const setTimeRangeFilter = (range: '3m' | '6m' | '1y' | 'all') => {
    if (timelineData.length === 0) return;

    if (range === 'all') {
      // Set to full range (visually shows full selection)
      setBrushRange({ startIndex: 0, endIndex: timelineData.length - 1 });
      return;
    }

    const now = new Date();
    let cutoffDate: Date;

    switch (range) {
      case '3m':
        cutoffDate = new Date(now.getFullYear(), now.getMonth() - 3, 1);
        break;
      case '6m':
        cutoffDate = new Date(now.getFullYear(), now.getMonth() - 6, 1);
        break;
      case '1y':
        cutoffDate = new Date(now.getFullYear() - 1, now.getMonth(), 1);
        break;
    }

    const monthsMap: Record<string, number> = { Jan: 0, Feb: 1, Mar: 2, Apr: 3, May: 4, Jun: 5, Jul: 6, Aug: 7, Sep: 8, Oct: 9, Nov: 10, Dec: 11 };
    const parseMonthYear = (d: string) => {
      const [month, year] = d.split(' ');
      return new Date(parseInt(year), monthsMap[month] || 0, 1);
    };

    // Find the first index where date >= cutoffDate
    let startIndex = timelineData.findIndex(d => parseMonthYear(d.date) >= cutoffDate);
    if (startIndex === -1) startIndex = 0;

    // End index is the last item
    const endIndex = timelineData.length - 1;

    setBrushRange({ startIndex, endIndex });
  };

  // Determine which time range button is active based on brush selection
  const activeTimeRange = useMemo((): '3m' | '6m' | '1y' | 'all' => {
    if (!brushRange || timelineData.length === 0) return 'all';

    const now = new Date();
    const monthsMap: Record<string, number> = { Jan: 0, Feb: 1, Mar: 2, Apr: 3, May: 4, Jun: 5, Jul: 6, Aug: 7, Sep: 8, Oct: 9, Nov: 10, Dec: 11 };
    const parseMonthYear = (d: string) => {
      const [month, year] = d.split(' ');
      return new Date(parseInt(year), monthsMap[month] || 0, 1);
    };

    const startDate = parseMonthYear(timelineData[brushRange.startIndex]?.date || '');
    const endIndex = brushRange.endIndex;
    const isAtEnd = endIndex === timelineData.length - 1;

    if (!isAtEnd) return 'all'; // Custom range

    // Check which preset matches
    const threeMonthsAgo = new Date(now.getFullYear(), now.getMonth() - 3, 1);
    const sixMonthsAgo = new Date(now.getFullYear(), now.getMonth() - 6, 1);
    const oneYearAgo = new Date(now.getFullYear() - 1, now.getMonth(), 1);

    // Allow 1 month tolerance for matching
    const isClose = (a: Date, b: Date) => Math.abs(a.getTime() - b.getTime()) < 32 * 24 * 60 * 60 * 1000;

    if (isClose(startDate, threeMonthsAgo)) return '3m';
    if (isClose(startDate, sixMonthsAgo)) return '6m';
    if (isClose(startDate, oneYearAgo)) return '1y';

    return 'all';
  }, [brushRange, timelineData]);

  // Filter reviews by selected ratings, sentiments, response status, new status, topics, and brush range (for table)
  const filteredReviews = useMemo(() => {
    return dateFilteredReviews.filter(r => {
      const matchesRating = selectedRatings.includes(r.rating);
      const sentiment = getSentimentLabel(r.rating);
      const matchesSentiment = selectedSentiments.includes(sentiment);
      const matchesSearch = !globalFilter ||
        r.author.toLowerCase().includes(globalFilter.toLowerCase()) ||
        r.text?.toLowerCase().includes(globalFilter.toLowerCase()) ||
        r.date_text.toLowerCase().includes(globalFilter.toLowerCase()) ||
        r.owner_response?.text?.toLowerCase().includes(globalFilter.toLowerCase());
      const matchesNew = !showOnlyNew || r.is_new === true;

      // Filter by response status
      const hasResponse = !!r.owner_response?.text;
      const matchesResponseStatus =
        (hasResponse && selectedResponseStatus.includes('answered')) ||
        (!hasResponse && selectedResponseStatus.includes('not_answered'));

      // Filter by selected topics
      const matchesTopics = selectedTopics.length === 0 ||
        r.topics?.some(t => selectedTopics.includes(t));

      // Filter by brush date range if active
      let matchesBrush = true;
      if (brushDateRange && r.centerDate) {
        const monthsMap: Record<string, number> = { Jan: 0, Feb: 1, Mar: 2, Apr: 3, May: 4, Jun: 5, Jul: 6, Aug: 7, Sep: 8, Oct: 9, Nov: 10, Dec: 11 };
        const parseMonthYear = (d: string) => {
          // Parse "Mon YYYY" format (e.g., "Jan 2024")
          const [month, year] = d.split(' ');
          return new Date(parseInt(year), monthsMap[month] || 0, 1);
        };
        const startDate = parseMonthYear(brushDateRange.startDate);
        const endDate = parseMonthYear(brushDateRange.endDate);
        endDate.setMonth(endDate.getMonth() + 1); // Include the entire end month
        matchesBrush = r.centerDate >= startDate && r.centerDate < endDate;
      }

      return matchesRating && matchesSentiment && matchesSearch && matchesNew && matchesResponseStatus && matchesTopics && matchesBrush;
    });
  }, [dateFilteredReviews, selectedRatings, selectedSentiments, selectedResponseStatus, globalFilter, showOnlyNew, selectedTopics, brushDateRange]);

  const toggleRating = (rating: number) => {
    setSelectedRatings(prev =>
      prev.includes(rating) ? prev.filter(r => r !== rating) : [...prev, rating]
    );
  };

  const toggleSentiment = (sentiment: 'positive' | 'neutral' | 'negative') => {
    setSelectedSentiments(prev =>
      prev.includes(sentiment) ? prev.filter(s => s !== sentiment) : [...prev, sentiment]
    );
  };

  const toggleResponseStatus = (status: 'answered' | 'not_answered') => {
    setSelectedResponseStatus(prev =>
      prev.includes(status) ? prev.filter(s => s !== status) : [...prev, status]
    );
  };

  const toggleTopicFilter = (topic: string) => {
    setSelectedTopics(prev =>
      prev.includes(topic)
        ? prev.filter(t => t !== topic)
        : [...prev, topic]
    );
  };

  const clearAllFilters = () => {
    setDateRange('all');
    setSelectedRatings([1, 2, 3, 4, 5]);
    setSelectedSentiments(['positive', 'neutral', 'negative']);
    setSelectedResponseStatus(['answered', 'not_answered']);
    setGlobalFilter('');
    setShowOnlyNew(false);
    setBrushRange(null);
    setSelectedTopics([]);
  };

  const hasActiveFilters = dateRange !== 'all' ||
    brushDateRange !== null ||
    selectedRatings.length < 5 ||
    selectedSentiments.length < 3 ||
    selectedResponseStatus.length < 2 ||
    globalFilter !== '' ||
    showOnlyNew ||
    selectedTopics.length > 0;

  const exportFilteredData = () => {
    const dataStr = JSON.stringify(filteredReviews, null, 2);
    const dataBlob = new Blob([dataStr], { type: 'application/json' });
    const url = URL.createObjectURL(dataBlob);
    const link = document.createElement('a');
    link.href = url;
    link.download = `reviews-filtered-${dateRange}-${new Date().toISOString().split('T')[0]}.json`;
    link.click();
  };

  // Chart colors
  const COLORS = {
    positive: '#16a34a',
    neutral: '#ca8a04',
    negative: '#dc2626',
  };

  // Table columns
  const columns = useMemo<ColumnDef<ReviewWithNew>[]>(
    () => [
      {
        accessorKey: 'author',
        header: ({ column }) => {
          return (
            <button
              onClick={() => column.toggleSorting(column.getIsSorted() === 'asc')}
              className="flex items-center gap-2 hover:text-blue-700 font-semibold"
            >
              Author
              {column.getIsSorted() === 'asc' ? <ArrowUp className="w-4 h-4" /> : column.getIsSorted() === 'desc' ? <ArrowDown className="w-4 h-4" /> : <ArrowUpDown className="w-4 h-4 opacity-50" />}
            </button>
          );
        },
        cell: ({ row }) => (
          <div className="flex items-center gap-2">
            {row.original.is_new && (
              <span className="px-1.5 py-0.5 bg-green-500 text-white text-[10px] font-bold rounded animate-pulse">
                NEW
              </span>
            )}
            {row.original.avatar_url && (
              <img src={row.original.avatar_url} alt={row.original.author} className="w-8 h-8 rounded-full" />
            )}
            <span className="font-medium text-gray-900">{row.original.author}</span>
          </div>
        ),
      },
      {
        accessorKey: 'rating',
        header: ({ column }) => {
          return (
            <button
              onClick={() => column.toggleSorting(column.getIsSorted() === 'asc')}
              className="flex items-center gap-2 hover:text-blue-700 font-semibold"
            >
              Rating
              {column.getIsSorted() === 'asc' ? <ArrowUp className="w-4 h-4" /> : column.getIsSorted() === 'desc' ? <ArrowDown className="w-4 h-4" /> : <ArrowUpDown className="w-4 h-4 opacity-50" />}
            </button>
          );
        },
        cell: ({ row }) => (
          <div className="flex items-center gap-1">
            {[...Array(5)].map((_, i) => (
              <Star
                key={i}
                className={`w-4 h-4 ${i < row.original.rating ? 'text-yellow-500 fill-yellow-500' : 'text-gray-300'}`}
              />
            ))}
            <span className="ml-2 font-bold text-gray-900">{row.original.rating}</span>
          </div>
        ),
        filterFn: (row, id, value) => {
          return value.includes(row.getValue(id));
        },
      },
      {
        accessorKey: 'centerDate',
        id: 'date',
        header: ({ column }) => {
          return (
            <button
              onClick={() => column.toggleSorting(column.getIsSorted() === 'asc')}
              className="flex items-center gap-2 hover:text-blue-700 font-semibold"
            >
              Date
              {column.getIsSorted() === 'asc' ? <ArrowUp className="w-4 h-4" /> : column.getIsSorted() === 'desc' ? <ArrowDown className="w-4 h-4" /> : <ArrowUpDown className="w-4 h-4 opacity-50" />}
            </button>
          );
        },
        sortingFn: (rowA, rowB) => {
          const dateA = rowA.original.centerDate?.getTime() || 0;
          const dateB = rowB.original.centerDate?.getTime() || 0;
          return dateA - dateB;
        },
        cell: ({ row }) => {
          const formatDate = (date: Date) => {
            return date.toLocaleDateString('en-US', { year: 'numeric', month: 'short', day: 'numeric' });
          };

          const getUncertaintyDays = (minDate: Date, maxDate: Date) => {
            const diffMs = Math.abs(maxDate.getTime() - minDate.getTime());
            return Math.round(diffMs / (1000 * 60 * 60 * 24));
          };

          return (
            <div className="space-y-1">
              <div className="text-gray-900 font-medium">{row.original.date_text}</div>
              {row.original.minDate && row.original.maxDate && row.original.centerDate && (
                <div className="text-xs text-gray-500 space-y-0.5">
                  <div>Range: {formatDate(row.original.maxDate)} - {formatDate(row.original.minDate)}</div>
                  <div className="text-purple-700 font-semibold">
                    Center: {formatDate(row.original.centerDate)}
                  </div>
                  <div className="text-blue-600">
                    ±{getUncertaintyDays(row.original.minDate, row.original.maxDate)} days uncertainty
                  </div>
                </div>
              )}
            </div>
          );
        },
      },
      {
        accessorKey: 'text',
        header: 'Review',
        cell: ({ row }) => {
          const [expanded, setExpanded] = useState(false);
          const [showResponse, setShowResponse] = useState(false);
          const [showPhotos, setShowPhotos] = useState(false);
          const text = row.original.text || 'No review text';
          const sentiment = getSentimentLabel(row.original.rating);
          const ownerResponse = row.original.owner_response;
          const hasResponse = !!ownerResponse?.text;
          const photoUrls = row.original.photo_urls;
          const hasPhotos = photoUrls && photoUrls.length > 0;
          const topics = row.original.topics;
          const hasTopics = topics && topics.length > 0;

          return (
            <div className="max-w-2xl">
              <div className="flex items-center gap-2 mb-2">
                <div className={`inline-block px-2 py-1 rounded-md text-xs font-semibold border ${getSentimentColor(sentiment)}`}>
                  {sentiment.toUpperCase()}
                </div>
                {hasResponse && (
                  <div className="inline-flex items-center gap-1 px-2 py-1 rounded-md text-xs font-semibold bg-emerald-100 text-emerald-800 border border-emerald-300">
                    <CheckCircle2 className="w-3 h-3" />
                    Answered
                  </div>
                )}
                {hasPhotos && (
                  <div className="inline-flex items-center gap-1 px-2 py-1 rounded-md text-xs font-semibold bg-pink-100 text-pink-800 border border-pink-300">
                    <Image className="w-3 h-3" />
                    {photoUrls.length} photo{photoUrls.length > 1 ? 's' : ''}
                  </div>
                )}
              </div>
              <p className={`text-gray-800 ${!expanded && 'line-clamp-2'}`}>
                {text}
              </p>
              {hasTopics && (
                <div className="flex flex-wrap gap-1 mt-2">
                  {topics.map(topic => (
                    <span
                      key={topic}
                      className="px-2 py-0.5 bg-indigo-100 text-indigo-700 text-xs rounded-full cursor-pointer hover:bg-indigo-200 transition-colors"
                      onClick={(e) => { e.stopPropagation(); toggleTopicFilter(topic); }}
                    >
                      {topic}
                    </span>
                  ))}
                </div>
              )}
              <div className="flex items-center gap-3 mt-1">
                {text.length > 100 && (
                  <button
                    onClick={(e) => { e.stopPropagation(); setExpanded(!expanded); }}
                    className="text-blue-700 hover:text-blue-800 text-sm font-semibold"
                  >
                    {expanded ? 'Show less' : 'Show more'}
                  </button>
                )}
                {hasResponse && (
                  <button
                    onClick={(e) => { e.stopPropagation(); setShowResponse(!showResponse); }}
                    className="text-emerald-700 hover:text-emerald-800 text-sm font-semibold flex items-center gap-1"
                  >
                    <MessageCircleReply className="w-3 h-3" />
                    {showResponse ? 'Hide response' : 'View response'}
                  </button>
                )}
                {hasPhotos && (
                  <button
                    onClick={(e) => { e.stopPropagation(); setShowPhotos(!showPhotos); }}
                    className="text-pink-700 hover:text-pink-800 text-sm font-semibold flex items-center gap-1"
                  >
                    <Image className="w-3 h-3" />
                    {showPhotos ? 'Hide photos' : `View ${photoUrls.length} photo${photoUrls.length > 1 ? 's' : ''}`}
                  </button>
                )}
              </div>
              {showResponse && hasResponse && (
                <div className="mt-3 p-3 bg-emerald-50 border-l-4 border-emerald-500 rounded-r-lg">
                  <div className="flex items-center gap-2 mb-2">
                    <MessageCircleReply className="w-4 h-4 text-emerald-700" />
                    <span className="text-xs font-bold text-emerald-800">Owner Response</span>
                    {ownerResponse.timestamp && (
                      <span className="text-xs text-emerald-600">• {ownerResponse.timestamp}</span>
                    )}
                  </div>
                  <p className="text-sm text-emerald-900">{ownerResponse.text}</p>
                </div>
              )}
              {showPhotos && hasPhotos && (
                <div className="mt-3 p-3 bg-pink-50 border-l-4 border-pink-500 rounded-r-lg">
                  <div className="flex items-center gap-2 mb-2">
                    <Image className="w-4 h-4 text-pink-700" />
                    <span className="text-xs font-bold text-pink-800">Review Photos</span>
                  </div>
                  <div className="flex flex-wrap gap-2">
                    {photoUrls.map((url, idx) => (
                      <a
                        key={idx}
                        href={url}
                        target="_blank"
                        rel="noopener noreferrer"
                        className="block"
                        onClick={(e) => e.stopPropagation()}
                      >
                        <img
                          src={url}
                          alt={`Review photo ${idx + 1}`}
                          className="w-20 h-20 object-cover rounded-lg border-2 border-pink-200 hover:border-pink-500 transition-colors"
                        />
                      </a>
                    ))}
                  </div>
                </div>
              )}
            </div>
          );
        },
      },
    ],
    [toggleTopicFilter]
  );

  const table = useReactTable({
    data: filteredReviews,
    columns,
    state: {
      sorting,
    },
    onSortingChange: setSorting,
    getCoreRowModel: getCoreRowModel(),
    getSortedRowModel: getSortedRowModel(),
    getPaginationRowModel: getPaginationRowModel(),
    initialState: {
      pagination: {
        pageSize: 10,
      },
    },
  });

  return (
    <div className="space-y-6">
      {/* Header */}
      <div className="flex items-center justify-between">
        <div>
          <div className="flex items-center gap-3">
            <h2 className="text-3xl font-bold text-gray-900">
              {businessName || 'Review Analytics'}
            </h2>
            {businessCategory && (
              <span className="px-3 py-1 bg-purple-100 text-purple-800 text-sm font-medium rounded-full border border-purple-300">
                {businessCategory}
              </span>
            )}
          </div>
          {businessUrl && (
            <a
              href={businessUrl}
              target="_blank"
              rel="noopener noreferrer"
              className="text-sm text-blue-600 hover:text-blue-800 hover:underline truncate block max-w-2xl"
              title={businessUrl}
            >
              {businessUrl}
            </a>
          )}
          <div className="flex items-center gap-3 mt-2">
            <p className="text-gray-600">{reviews.length} reviews</p>
            {hasComparisonData && newCount !== undefined && newCount > 0 && (
              <span className="px-3 py-1 bg-green-100 text-green-800 text-sm font-bold rounded-full border-2 border-green-300">
                +{newCount} new since last scrape
              </span>
            )}
          </div>
        </div>
      </div>

      {/* Enhanced Filters */}
      <div className="bg-white border-2 border-gray-300 rounded-xl p-5 shadow-sm space-y-4">
        {/* Time Period Filter */}
        <div className="flex items-center gap-3 flex-wrap">
          <Filter className="w-5 h-5 text-gray-700" />
          <span className="font-semibold text-gray-900">Time Period:</span>
          {(['week', 'month', 'year', 'all'] as DateRange[]).map((range) => (
            <button
              key={range}
              onClick={() => setDateRange(range)}
              className={`px-4 py-2 rounded-lg font-semibold transition-all border-2 ${
                dateRange === range
                  ? 'bg-blue-600 text-white border-blue-700 shadow-md'
                  : 'bg-white text-gray-700 border-gray-300 hover:border-blue-400 hover:bg-blue-50'
              }`}
            >
              {range === 'week' ? 'Last Week' : range === 'month' ? 'Last Month' : range === 'year' ? 'Last Year' : 'All Time'}
            </button>
          ))}
        </div>

        {/* Sentiment Filter */}
        <div className="flex items-center gap-3 flex-wrap">
          <TrendingUp className="w-5 h-5 text-gray-700" />
          <span className="font-semibold text-gray-900">Sentiment:</span>
          {(['positive', 'neutral', 'negative'] as const).map((sentiment) => (
            <button
              key={sentiment}
              onClick={() => toggleSentiment(sentiment)}
              className={`px-4 py-2 rounded-lg font-semibold transition-all border-2 ${
                selectedSentiments.includes(sentiment)
                  ? sentiment === 'positive' ? 'bg-green-600 text-white border-green-700 shadow-md'
                  : sentiment === 'neutral' ? 'bg-yellow-600 text-white border-yellow-700 shadow-md'
                  : 'bg-red-600 text-white border-red-700 shadow-md'
                  : 'bg-white text-gray-700 border-gray-300 hover:border-blue-400 hover:bg-blue-50'
              }`}
            >
              {sentiment === 'positive' ? '😊 Positive (4-5★)' : sentiment === 'neutral' ? '😐 Neutral (3★)' : '😞 Negative (1-2★)'}
            </button>
          ))}
        </div>

        {/* Response Status Filter */}
        <div className="flex items-center gap-3 flex-wrap">
          <MessageCircleReply className="w-5 h-5 text-gray-700" />
          <span className="font-semibold text-gray-900">Response:</span>
          <button
            onClick={() => toggleResponseStatus('answered')}
            className={`px-4 py-2 rounded-lg font-semibold transition-all border-2 flex items-center gap-2 ${
              selectedResponseStatus.includes('answered')
                ? 'bg-emerald-600 text-white border-emerald-700 shadow-md'
                : 'bg-white text-gray-700 border-gray-300 hover:border-emerald-400 hover:bg-emerald-50'
            }`}
          >
            <CheckCircle2 className="w-4 h-4" />
            Answered ({stats.responseBreakdown.answered})
          </button>
          <button
            onClick={() => toggleResponseStatus('not_answered')}
            className={`px-4 py-2 rounded-lg font-semibold transition-all border-2 flex items-center gap-2 ${
              selectedResponseStatus.includes('not_answered')
                ? 'bg-slate-600 text-white border-slate-700 shadow-md'
                : 'bg-white text-gray-700 border-gray-300 hover:border-slate-400 hover:bg-slate-50'
            }`}
          >
            <XCircle className="w-4 h-4" />
            Not Answered ({stats.responseBreakdown.notAnswered})
          </button>
        </div>

        {/* New Reviews Filter (if comparison data available) */}
        {hasComparisonData && newCount !== undefined && newCount > 0 && (
          <div className="flex items-center gap-3 flex-wrap">
            <span className="text-green-600 font-bold text-lg">NEW</span>
            <span className="font-semibold text-gray-900">New Reviews:</span>
            <button
              onClick={() => setShowOnlyNew(!showOnlyNew)}
              className={`px-4 py-2 rounded-lg font-semibold transition-all border-2 ${
                showOnlyNew
                  ? 'bg-green-600 text-white border-green-700 shadow-md'
                  : 'bg-white text-gray-700 border-gray-300 hover:border-green-400 hover:bg-green-50'
              }`}
            >
              {showOnlyNew ? `Showing ${newCount} New` : `Show Only New (${newCount})`}
            </button>
          </div>
        )}

        {/* Topic Filter */}
        {availableTopics.length > 0 && (
          <div className="flex items-center gap-2 flex-wrap">
            <MessageSquare className="w-5 h-5 text-gray-700" />
            <span className="font-semibold text-gray-900">Topics:</span>
            {availableTopics.slice(0, 10).map(({topic, count}) => (
              <button
                key={topic}
                onClick={() => toggleTopicFilter(topic)}
                className={`px-3 py-1 rounded-full text-sm font-semibold transition-all border ${
                  selectedTopics.includes(topic)
                    ? 'bg-indigo-600 text-white border-indigo-700'
                    : 'bg-indigo-100 text-indigo-700 border-indigo-200 hover:bg-indigo-200'
                }`}
              >
                {topic} ({count})
              </button>
            ))}
            {selectedTopics.length > 0 && (
              <button
                onClick={() => setSelectedTopics([])}
                className="px-2 py-1 text-xs text-gray-500 hover:text-gray-700"
              >
                Clear topics
              </button>
            )}
          </div>
        )}

        {/* Filter Summary */}
        <div className="flex items-center justify-between pt-2 border-t-2 border-gray-200">
          <span className="text-sm font-medium text-gray-600">
            Showing {filteredReviews.length} of {reviews.length} reviews
            {hasActiveFilters && <span className="text-blue-700 ml-1">(filtered)</span>}
          </span>
          {hasActiveFilters && (
            <button
              onClick={clearAllFilters}
              className="px-3 py-1.5 bg-gray-100 text-gray-700 rounded-lg hover:bg-gray-200 font-semibold border-2 border-gray-300 text-sm"
            >
              Clear All Filters
            </button>
          )}
        </div>
      </div>

      {/* KPI Cards */}
      <div className="grid grid-cols-2 md:grid-cols-3 lg:grid-cols-4 gap-4">
        {/* Average Rating */}
        <div className="bg-gradient-to-br from-yellow-100 to-yellow-200 border-2 border-yellow-400 rounded-xl p-4 shadow-md hover:shadow-lg transition-shadow">
          <div className="flex items-center justify-between mb-2">
            <div className="flex items-center gap-2">
              <Star className="w-5 h-5 text-yellow-700" />
              <span className="text-sm font-bold text-yellow-900">Avg Rating</span>
            </div>
          </div>
          <div className="text-3xl font-bold text-yellow-900">{stats.averageRating.toFixed(1)}★</div>
          <div className="text-xs text-yellow-800 mt-1 font-medium">
            {stats.totalReviews} total reviews
          </div>
        </div>

        {/* Positive Reviews */}
        <div className="bg-gradient-to-br from-green-100 to-green-200 border-2 border-green-400 rounded-xl p-4 shadow-md hover:shadow-lg transition-shadow cursor-pointer" onClick={() => { setSelectedSentiments(['positive']); setDateRange('all'); }}>
          <div className="flex items-center justify-between mb-2">
            <div className="flex items-center gap-2">
              <ThumbsUp className="w-5 h-5 text-green-700" />
              <span className="text-sm font-bold text-green-900">Positive</span>
            </div>
          </div>
          <div className="text-3xl font-bold text-green-900">{stats.sentimentBreakdown.positive}</div>
          <div className="text-xs text-green-800 mt-1 font-medium">
            {stats.sentimentScore.toFixed(0)}% positive (4-5★)
          </div>
        </div>

        {/* Neutral Reviews */}
        <div className="bg-gradient-to-br from-yellow-50 to-yellow-100 border-2 border-yellow-300 rounded-xl p-4 shadow-md hover:shadow-lg transition-shadow cursor-pointer" onClick={() => { setSelectedSentiments(['neutral']); setDateRange('all'); }}>
          <div className="flex items-center justify-between mb-2">
            <div className="flex items-center gap-2">
              <MessageSquare className="w-5 h-5 text-yellow-700" />
              <span className="text-sm font-bold text-yellow-800">Neutral</span>
            </div>
          </div>
          <div className="text-3xl font-bold text-yellow-800">{stats.sentimentBreakdown.neutral}</div>
          <div className="text-xs text-yellow-700 mt-1 font-medium">
            {((stats.sentimentBreakdown.neutral / stats.totalReviews) * 100).toFixed(0)}% neutral (3★)
          </div>
        </div>

        {/* Negative Reviews - Alert */}
        <div className="bg-gradient-to-br from-red-100 to-red-200 border-2 border-red-400 rounded-xl p-4 shadow-md hover:shadow-lg transition-shadow cursor-pointer" onClick={() => { setSelectedSentiments(['negative']); setDateRange('all'); }}>
          <div className="flex items-center justify-between mb-2">
            <div className="flex items-center gap-2">
              <AlertTriangle className="w-5 h-5 text-red-700" />
              <span className="text-sm font-bold text-red-900">Negative</span>
            </div>
          </div>
          <div className="text-3xl font-bold text-red-900">{stats.negativeReviews}</div>
          <div className="text-xs text-red-800 mt-1 font-medium">
            {((stats.negativeReviews / stats.totalReviews) * 100).toFixed(0)}% negative (1-2★)
          </div>
        </div>

        {/* Recent Activity */}
        <div className="bg-gradient-to-br from-blue-100 to-blue-200 border-2 border-blue-400 rounded-xl p-4 shadow-md hover:shadow-lg transition-shadow cursor-pointer" onClick={() => setDateRange('month')}>
          <div className="flex items-center justify-between mb-2">
            <div className="flex items-center gap-2">
              <Calendar className="w-5 h-5 text-blue-700" />
              <span className="text-sm font-bold text-blue-900">Recent</span>
            </div>
          </div>
          <div className="text-3xl font-bold text-blue-900">{stats.recentReviews}</div>
          <div className="text-xs text-blue-800 mt-1 font-medium">last 30 days</div>
        </div>

        {/* Review Length */}
        <div className="bg-gradient-to-br from-purple-100 to-purple-200 border-2 border-purple-400 rounded-xl p-4 shadow-md hover:shadow-lg transition-shadow">
          <div className="flex items-center justify-between mb-2">
            <div className="flex items-center gap-2">
              <FileText className="w-5 h-5 text-purple-700" />
              <span className="text-sm font-bold text-purple-900">Avg Length</span>
            </div>
          </div>
          <div className="text-3xl font-bold text-purple-900">{stats.avgReviewLength}</div>
          <div className="text-xs text-purple-800 mt-1 font-medium">words per review</div>
        </div>

        {/* Photos */}
        <div className="bg-gradient-to-br from-pink-100 to-pink-200 border-2 border-pink-400 rounded-xl p-4 shadow-md hover:shadow-lg transition-shadow">
          <div className="flex items-center justify-between mb-2">
            <div className="flex items-center gap-2">
              <Image className="w-5 h-5 text-pink-700" />
              <span className="text-sm font-bold text-pink-900">With Photos</span>
            </div>
          </div>
          <div className="text-3xl font-bold text-pink-900">{stats.photoCount}</div>
          <div className="text-xs text-pink-800 mt-1 font-medium">
            {((stats.photoCount / stats.totalReviews) * 100).toFixed(0)}% have photos
          </div>
        </div>

        {/* Total Reviews */}
        <div className="bg-gradient-to-br from-indigo-100 to-indigo-200 border-2 border-indigo-400 rounded-xl p-4 shadow-md hover:shadow-lg transition-shadow">
          <div className="flex items-center justify-between mb-2">
            <div className="flex items-center gap-2">
              <MessageSquare className="w-5 h-5 text-indigo-700" />
              <span className="text-sm font-bold text-indigo-900">Total</span>
            </div>
          </div>
          <div className="text-3xl font-bold text-indigo-900">{stats.totalReviews}</div>
          <div className="text-xs text-indigo-800 mt-1 font-medium">all time</div>
        </div>

        {/* Response Rate */}
        <div
          className={`bg-gradient-to-br border-2 rounded-xl p-4 shadow-md hover:shadow-lg transition-shadow cursor-pointer ${
            stats.responseRate >= 50
              ? 'from-emerald-100 to-emerald-200 border-emerald-400'
              : stats.responseRate >= 25
                ? 'from-amber-100 to-amber-200 border-amber-400'
                : 'from-slate-100 to-slate-200 border-slate-400'
          }`}
          onClick={() => {
            setSelectedResponseStatus(['answered']);
            setSelectedRatings([1, 2, 3, 4, 5]);
            setSelectedSentiments(['positive', 'neutral', 'negative']);
          }}
        >
          <div className="flex items-center justify-between mb-2">
            <div className="flex items-center gap-2">
              <MessageCircleReply className={`w-5 h-5 ${
                stats.responseRate >= 50 ? 'text-emerald-700' : stats.responseRate >= 25 ? 'text-amber-700' : 'text-slate-700'
              }`} />
              <span className={`text-sm font-bold ${
                stats.responseRate >= 50 ? 'text-emerald-900' : stats.responseRate >= 25 ? 'text-amber-900' : 'text-slate-900'
              }`}>Response Rate</span>
            </div>
          </div>
          <div className={`text-3xl font-bold ${
            stats.responseRate >= 50 ? 'text-emerald-900' : stats.responseRate >= 25 ? 'text-amber-900' : 'text-slate-900'
          }`}>{stats.responseRate.toFixed(0)}%</div>
          <div className={`text-xs mt-1 font-medium ${
            stats.responseRate >= 50 ? 'text-emerald-800' : stats.responseRate >= 25 ? 'text-amber-800' : 'text-slate-800'
          }`}>
            {stats.responseBreakdown.answered} of {stats.totalReviews} answered
          </div>
        </div>
      </div>

      {/* Key Insights - Trend Metrics */}
      <div className="grid md:grid-cols-2 gap-4">
        {/* Rating Trend */}
        <div className={`border-2 rounded-xl p-5 shadow-md ${
          stats.ratingTrend.change > 0
            ? 'bg-gradient-to-br from-green-50 to-green-100 border-green-400'
            : stats.ratingTrend.change < 0
              ? 'bg-gradient-to-br from-red-50 to-red-100 border-red-400'
              : 'bg-gradient-to-br from-gray-50 to-gray-100 border-gray-400'
        }`}>
          <div className="flex items-center gap-2 mb-3">
            <TrendingUp className={`w-6 h-6 ${
              stats.ratingTrend.change > 0 ? 'text-green-600' : stats.ratingTrend.change < 0 ? 'text-red-600' : 'text-gray-600'
            }`} />
            <h3 className="text-lg font-bold text-gray-900">Rating Trend</h3>
          </div>
          {stats.ratingTrend.olderAvg > 0 && stats.ratingTrend.recentAvg > 0 ? (
            <>
              <p className={`text-xl font-bold ${
                stats.ratingTrend.change > 0 ? 'text-green-700' : stats.ratingTrend.change < 0 ? 'text-red-700' : 'text-gray-700'
              }`}>
                {stats.ratingTrend.change > 0 ? '📈' : stats.ratingTrend.change < 0 ? '📉' : '➡️'}{' '}
                {stats.ratingTrend.change > 0 ? 'Improved' : stats.ratingTrend.change < 0 ? 'Dropped' : 'Stable'} from {stats.ratingTrend.olderAvg}★ to {stats.ratingTrend.recentAvg}★
              </p>
              <p className="text-sm text-gray-600 mt-2">
                {stats.ratingTrend.change > 0
                  ? `Great! Your rating improved by +${stats.ratingTrend.change} stars`
                  : stats.ratingTrend.change < 0
                    ? `Your average dropped by ${Math.abs(stats.ratingTrend.change)} stars`
                    : 'Your rating has remained stable'}
              </p>
            </>
          ) : (
            <p className="text-gray-500">Not enough historical data to show trend</p>
          )}
          <p className="text-xs text-gray-500 mt-2">{stats.ratingTrend.periodLabel}</p>
        </div>

        {/* Review Velocity */}
        <div className={`border-2 rounded-xl p-5 shadow-md ${
          stats.reviewVelocity.changePercent > 0
            ? 'bg-gradient-to-br from-blue-50 to-blue-100 border-blue-400'
            : stats.reviewVelocity.changePercent < 0
              ? 'bg-gradient-to-br from-orange-50 to-orange-100 border-orange-400'
              : 'bg-gradient-to-br from-gray-50 to-gray-100 border-gray-400'
        }`}>
          <div className="flex items-center gap-2 mb-3">
            <Calendar className={`w-6 h-6 ${
              stats.reviewVelocity.changePercent > 0 ? 'text-blue-600' : stats.reviewVelocity.changePercent < 0 ? 'text-orange-600' : 'text-gray-600'
            }`} />
            <h3 className="text-lg font-bold text-gray-900">Review Velocity</h3>
          </div>
          {stats.reviewVelocity.olderCount > 0 || stats.reviewVelocity.recentCount > 0 ? (
            <>
              <p className={`text-xl font-bold ${
                stats.reviewVelocity.changePercent > 0 ? 'text-blue-700' : stats.reviewVelocity.changePercent < 0 ? 'text-orange-700' : 'text-gray-700'
              }`}>
                {stats.reviewVelocity.changePercent > 0 ? '🚀' : stats.reviewVelocity.changePercent < 0 ? '⚠️' : '➡️'}{' '}
                {Math.abs(stats.reviewVelocity.changePercent)}% {stats.reviewVelocity.changePercent >= 0 ? 'more' : 'fewer'} reviews
              </p>
              <p className="text-sm text-gray-600 mt-2">
                {stats.reviewVelocity.recentCount} reviews recently vs {stats.reviewVelocity.olderCount} previously
              </p>
            </>
          ) : (
            <p className="text-gray-500">Not enough data to calculate velocity</p>
          )}
          <p className="text-xs text-gray-500 mt-2">{stats.reviewVelocity.periodLabel}</p>
        </div>
      </div>

      {/* Review Topics - from Google Maps */}
      {reviewTopics && reviewTopics.length > 0 && (
        <div className="bg-white border-2 border-gray-300 rounded-xl p-5 shadow-md">
          <div className="flex items-center gap-2 mb-4">
            <MessageSquare className="w-6 h-6 text-indigo-600" />
            <h3 className="text-lg font-bold text-gray-900">What People Talk About</h3>
            <span className="text-sm text-gray-500">({reviewTopics.length} topics from Google)</span>
          </div>
          <div className="flex flex-wrap gap-2">
            {reviewTopics.slice(0, 15).map((topic, idx) => (
              <div
                key={idx}
                className="px-3 py-1.5 bg-gradient-to-r from-indigo-50 to-purple-50 border border-indigo-200 rounded-full flex items-center gap-2"
              >
                <span className="text-sm font-medium text-indigo-800">{topic.topic}</span>
                <span className="text-xs bg-indigo-200 text-indigo-900 px-1.5 py-0.5 rounded-full font-bold">
                  {topic.count}
                </span>
              </div>
            ))}
          </div>
          {reviewTopics.length > 15 && (
            <p className="text-sm text-gray-500 mt-3">+{reviewTopics.length - 15} more topics</p>
          )}
        </div>
      )}

      {/* Rating & Volume Timeline */}
      {timelineData.length > 0 && (
        <div className={`bg-white rounded-xl p-6 shadow-md transition-all ${
          brushDateRange ? 'border-3 border-blue-500 ring-2 ring-blue-200' : 'border-2 border-gray-300'
        }`}>
          <div className="flex items-center justify-between mb-4">
            <div>
              <h3 className="text-xl font-bold text-gray-900">Rating & Volume Over Time</h3>
              <p className="text-sm text-gray-500 mt-1">
                {brushDateRange
                  ? `Filtering: ${brushDateRange.startDate} to ${brushDateRange.endDate}`
                  : 'Drag the handles below to filter reviews by date range'}
              </p>
            </div>
            <div className="flex items-center gap-2">
              {brushDateRange && (
                <button
                  onClick={() => setBrushRange({ startIndex: 0, endIndex: timelineData.length - 1 })}
                  className="px-3 py-1.5 text-sm font-semibold rounded-md bg-red-100 text-red-700 hover:bg-red-200 transition-all flex items-center gap-1"
                >
                  <X className="w-4 h-4" />
                  Clear Range
                </button>
              )}
              <div className="flex items-center gap-1 bg-gray-100 rounded-lg p-1">
                {(['3m', '6m', '1y', 'all'] as const).map((range) => (
                  <button
                    key={range}
                    onClick={() => setTimeRangeFilter(range)}
                    className={`px-3 py-1.5 text-sm font-semibold rounded-md transition-all ${
                      activeTimeRange === range
                        ? 'bg-blue-600 text-white shadow-sm'
                        : 'text-gray-600 hover:bg-gray-200'
                    }`}
                  >
                    {range === 'all' ? 'All' : range.toUpperCase()}
                  </button>
                ))}
              </div>
            </div>
          </div>
          <ResponsiveContainer width="100%" height={400}>
            <ComposedChart data={timelineData} margin={{ top: 10, right: 30, left: 0, bottom: 30 }}>
              <CartesianGrid strokeDasharray="3 3" stroke="#e5e7eb" />
              <XAxis
                dataKey="date"
                tick={{ fill: '#374151', fontWeight: 600, fontSize: 12 }}
                tickLine={{ stroke: '#9ca3af' }}
              />
              <YAxis
                yAxisId="rating"
                domain={[0, 5]}
                ticks={[0, 1, 2, 3, 4, 5]}
                tick={{ fill: '#374151', fontWeight: 600 }}
                tickLine={{ stroke: '#9ca3af' }}
                label={{ value: 'Rating', angle: -90, position: 'insideLeft', fill: '#6b7280' }}
              />
              <YAxis
                yAxisId="count"
                orientation="right"
                tick={{ fill: '#374151', fontWeight: 600 }}
                tickLine={{ stroke: '#9ca3af' }}
                label={{ value: 'Reviews', angle: 90, position: 'insideRight', fill: '#6b7280' }}
              />
              <Tooltip
                contentStyle={{
                  backgroundColor: '#ffffff',
                  border: '2px solid #3b82f6',
                  borderRadius: '8px',
                  fontWeight: 600
                }}
                content={({ active, payload, label }) => {
                  if (active && payload && payload.length) {
                    return (
                      <div className="bg-white border-2 border-blue-600 rounded-lg p-3 shadow-lg">
                        <p className="font-bold text-gray-900 mb-2">{label}</p>
                        <p className="text-sm text-gray-600">
                          <span className="inline-block w-3 h-3 rounded-full bg-blue-500 mr-2"></span>
                          Avg Rating: {Number(payload.find(p => p.dataKey === 'rollingAvg')?.value || 0).toFixed(2)}★
                        </p>
                        <p className="text-sm text-gray-600">
                          <span className="inline-block w-3 h-3 rounded-full bg-green-400 mr-2"></span>
                          Reviews: {payload.find(p => p.dataKey === 'count')?.value || 0}
                        </p>
                      </div>
                    );
                  }
                  return null;
                }}
              />
              <Legend />
              <Bar
                yAxisId="count"
                dataKey="count"
                fill="#86efac"
                opacity={0.7}
                name="Review Volume"
                radius={[4, 4, 0, 0]}
              />
              <Line
                yAxisId="rating"
                type="monotone"
                dataKey="rollingAvg"
                stroke="#3b82f6"
                strokeWidth={3}
                name="Rating (3-Mo Avg)"
                dot={{ fill: '#2563eb', r: 4 }}
              />
              <Brush
                dataKey="date"
                height={50}
                stroke="#3b82f6"
                fill="#f0f9ff"
                travellerWidth={12}
                tickFormatter={(value) => value}
                startIndex={brushRange?.startIndex ?? 0}
                endIndex={brushRange?.endIndex ?? (timelineData.length - 1)}
                onChange={(range: any) => {
                  if (range && typeof range.startIndex === 'number' && typeof range.endIndex === 'number') {
                    setBrushRange({ startIndex: range.startIndex, endIndex: range.endIndex });
                  }
                }}
              >
                <LineChart data={timelineData}>
                  <Line
                    type="monotone"
                    dataKey="rollingAvg"
                    stroke="#93c5fd"
                    strokeWidth={1}
                    dot={false}
                  />
                </LineChart>
              </Brush>
            </ComposedChart>
          </ResponsiveContainer>
        </div>
      )}

      {/* Charts Grid */}
      <div className="grid md:grid-cols-2 lg:grid-cols-4 gap-6">
        {/* Rating Distribution - Interactive */}
        <div className={`bg-white rounded-xl p-6 shadow-md transition-all cursor-pointer ${
          selectedRatings.length === 1
            ? 'border-3 border-blue-500 ring-2 ring-blue-200'
            : 'border-2 border-gray-300 hover:border-blue-400'
        }`}>
          <div className="flex items-center justify-between mb-4">
            <h3 className="text-lg font-bold text-gray-900">
              Rating Distribution
            </h3>
            {selectedRatings.length === 1 && (
              <div className="flex items-center gap-2">
                <span className="px-2 py-1 bg-blue-100 text-blue-800 text-xs font-bold rounded-full">
                  Filtering: {selectedRatings[0]}★
                </span>
                <button
                  onClick={(e) => {
                    e.stopPropagation();
                    setSelectedRatings([1, 2, 3, 4, 5]);
                  }}
                  className="p-1 hover:bg-gray-200 rounded-full transition-colors"
                  title="Clear filter"
                >
                  <X className="w-4 h-4 text-gray-600" />
                </button>
              </div>
            )}
          </div>
          <ResponsiveContainer width="100%" height={250}>
            <BarChart
              data={stats.ratingDistribution}
              style={{ cursor: 'pointer' }}
            >
              <CartesianGrid strokeDasharray="3 3" stroke="#e5e7eb" />
              <XAxis
                dataKey="rating"
                tick={{ fill: '#374151', fontWeight: 600 }}
                tickLine={{ stroke: '#9ca3af' }}
              />
              <YAxis
                tick={{ fill: '#374151', fontWeight: 600 }}
                tickLine={{ stroke: '#9ca3af' }}
              />
              <Tooltip
                contentStyle={{
                  backgroundColor: '#ffffff',
                  border: '2px solid #3b82f6',
                  borderRadius: '8px',
                  fontWeight: 600
                }}
                content={({ active, payload }) => {
                  if (active && payload && payload.length) {
                    return (
                      <div className="bg-white border-2 border-blue-600 rounded-lg p-3 shadow-lg">
                        <p className="font-bold text-gray-900 text-lg">{payload[0].payload.rating}★ reviews</p>
                        <p className="text-sm text-gray-600">{payload[0].value} reviews ({payload[0].payload.percentage.toFixed(1)}%)</p>
                      </div>
                    );
                  }
                  return null;
                }}
              />
              <Bar
                dataKey="count"
                radius={[8, 8, 0, 0]}
                onClick={(data: any) => {
                  if (data && data.rating) {
                    setSelectedRatings([data.rating]);
                    setSelectedSentiments(['positive', 'neutral', 'negative']);
                  }
                }}
                background={({ x, y, width, height, index }: any) => {
                  const rating = stats.ratingDistribution[index]?.rating;
                  const isSelected = selectedRatings.length === 1 && selectedRatings[0] === rating;
                  return (
                    <rect
                      x={x}
                      y={0}
                      width={width}
                      height={250}
                      fill={isSelected ? 'rgba(59, 130, 246, 0.1)' : 'transparent'}
                      style={{ cursor: 'pointer' }}
                      onClick={() => {
                        setSelectedRatings([rating]);
                        setSelectedSentiments(['positive', 'neutral', 'negative']);
                      }}
                    />
                  );
                }}
              >
                {stats.ratingDistribution.map((entry) => (
                  <Cell
                    key={`cell-${entry.rating}`}
                    fill={selectedRatings.length === 1 && selectedRatings[0] === entry.rating ? '#1d4ed8' : '#93c5fd'}
                    stroke={selectedRatings.length === 1 && selectedRatings[0] === entry.rating ? '#1e40af' : 'transparent'}
                    strokeWidth={selectedRatings.length === 1 && selectedRatings[0] === entry.rating ? 3 : 0}
                    style={{ cursor: 'pointer' }}
                  />
                ))}
              </Bar>
            </BarChart>
          </ResponsiveContainer>
        </div>

        {/* Sentiment Breakdown - Interactive */}
        <div className={`bg-white rounded-xl p-6 shadow-md transition-all cursor-pointer ${
          selectedSentiments.length === 1
            ? 'border-3 border-blue-500 ring-2 ring-blue-200'
            : 'border-2 border-gray-300 hover:border-blue-400'
        }`}>
          <div className="flex items-center justify-between mb-4">
            <h3 className="text-lg font-bold text-gray-900">
              Sentiment Breakdown
            </h3>
            {selectedSentiments.length === 1 && (
              <div className="flex items-center gap-2">
                <span className={`px-2 py-1 text-xs font-bold rounded-full ${
                  selectedSentiments[0] === 'positive' ? 'bg-green-100 text-green-800' :
                  selectedSentiments[0] === 'neutral' ? 'bg-yellow-100 text-yellow-800' :
                  'bg-red-100 text-red-800'
                }`}>
                  Filtering: {selectedSentiments[0].charAt(0).toUpperCase() + selectedSentiments[0].slice(1)}
                </span>
                <button
                  onClick={(e) => {
                    e.stopPropagation();
                    setSelectedSentiments(['positive', 'neutral', 'negative']);
                  }}
                  className="p-1 hover:bg-gray-200 rounded-full transition-colors"
                  title="Clear filter"
                >
                  <X className="w-4 h-4 text-gray-600" />
                </button>
              </div>
            )}
          </div>
          <ResponsiveContainer width="100%" height={250}>
            <PieChart>
              <Pie
                data={[
                  { name: 'Positive', value: stats.sentimentBreakdown.positive, sentiment: 'positive' },
                  { name: 'Neutral', value: stats.sentimentBreakdown.neutral, sentiment: 'neutral' },
                  { name: 'Negative', value: stats.sentimentBreakdown.negative, sentiment: 'negative' },
                ]}
                cx="50%"
                cy="50%"
                labelLine={false}
                label={({ name, percent }: any) => `${name || ''} ${((percent || 0) * 100).toFixed(0)}%`}
                outerRadius={80}
                fill="#8884d8"
                dataKey="value"
                style={{ fontWeight: 700, fontSize: '13px', cursor: 'pointer' }}
                onClick={(data) => {
                  if (data && data.sentiment) {
                    setSelectedSentiments([data.sentiment as 'positive' | 'neutral' | 'negative']);
                    setSelectedRatings([1, 2, 3, 4, 5]);
                  }
                }}
              >
                <Cell
                  fill={selectedSentiments.length === 1 && selectedSentiments[0] === 'positive' ? '#15803d' : COLORS.positive}
                  stroke={selectedSentiments.length === 1 && selectedSentiments[0] === 'positive' ? '#14532d' : 'transparent'}
                  strokeWidth={selectedSentiments.length === 1 && selectedSentiments[0] === 'positive' ? 3 : 0}
                />
                <Cell
                  fill={selectedSentiments.length === 1 && selectedSentiments[0] === 'neutral' ? '#a16207' : COLORS.neutral}
                  stroke={selectedSentiments.length === 1 && selectedSentiments[0] === 'neutral' ? '#713f12' : 'transparent'}
                  strokeWidth={selectedSentiments.length === 1 && selectedSentiments[0] === 'neutral' ? 3 : 0}
                />
                <Cell
                  fill={selectedSentiments.length === 1 && selectedSentiments[0] === 'negative' ? '#b91c1c' : COLORS.negative}
                  stroke={selectedSentiments.length === 1 && selectedSentiments[0] === 'negative' ? '#7f1d1d' : 'transparent'}
                  strokeWidth={selectedSentiments.length === 1 && selectedSentiments[0] === 'negative' ? 3 : 0}
                />
              </Pie>
              <Tooltip
                contentStyle={{
                  backgroundColor: '#ffffff',
                  border: '2px solid #3b82f6',
                  borderRadius: '8px',
                  fontWeight: 600
                }}
                content={({ active, payload }) => {
                  if (active && payload && payload.length) {
                    return (
                      <div className="bg-white border-2 border-blue-600 rounded-lg p-3 shadow-lg">
                        <p className="font-bold text-gray-900 text-lg">{payload[0].name}</p>
                        <p className="text-sm text-gray-600">{payload[0].value} reviews</p>
                      </div>
                    );
                  }
                  return null;
                }}
              />
            </PieChart>
          </ResponsiveContainer>
        </div>

        {/* Response Status - Interactive Donut Chart */}
        <div className={`bg-white rounded-xl p-6 shadow-md transition-all cursor-pointer ${
          selectedResponseStatus.length === 1
            ? 'border-3 border-blue-500 ring-2 ring-blue-200'
            : 'border-2 border-gray-300 hover:border-blue-400'
        }`}>
          <div className="flex items-center justify-between mb-4">
            <h3 className="text-lg font-bold text-gray-900">
              Response Status
            </h3>
            {selectedResponseStatus.length === 1 && (
              <div className="flex items-center gap-2">
                <span className={`px-2 py-1 text-xs font-bold rounded-full ${
                  selectedResponseStatus[0] === 'answered' ? 'bg-emerald-100 text-emerald-800' : 'bg-slate-100 text-slate-800'
                }`}>
                  Filtering: {selectedResponseStatus[0] === 'answered' ? 'Answered' : 'Not Answered'}
                </span>
                <button
                  onClick={(e) => {
                    e.stopPropagation();
                    setSelectedResponseStatus(['answered', 'not_answered']);
                  }}
                  className="p-1 hover:bg-gray-200 rounded-full transition-colors"
                  title="Clear filter"
                >
                  <X className="w-4 h-4 text-gray-600" />
                </button>
              </div>
            )}
          </div>
          <ResponsiveContainer width="100%" height={250}>
            <PieChart>
              <Pie
                data={[
                  { name: 'Answered', value: stats.responseBreakdown.answered, status: 'answered' },
                  { name: 'Not Answered', value: stats.responseBreakdown.notAnswered, status: 'not_answered' },
                ]}
                cx="50%"
                cy="50%"
                innerRadius={40}
                outerRadius={80}
                labelLine={false}
                label={({ name, percent }: any) => `${name || ''} ${((percent || 0) * 100).toFixed(0)}%`}
                fill="#8884d8"
                dataKey="value"
                style={{ fontWeight: 700, fontSize: '12px', cursor: 'pointer' }}
                onClick={(data) => {
                  if (data && data.status) {
                    setSelectedResponseStatus([data.status as 'answered' | 'not_answered']);
                  }
                }}
              >
                <Cell
                  fill={selectedResponseStatus.length === 1 && selectedResponseStatus[0] === 'answered' ? '#047857' : '#10b981'}
                  stroke={selectedResponseStatus.length === 1 && selectedResponseStatus[0] === 'answered' ? '#064e3b' : 'transparent'}
                  strokeWidth={selectedResponseStatus.length === 1 && selectedResponseStatus[0] === 'answered' ? 3 : 0}
                />
                <Cell
                  fill={selectedResponseStatus.length === 1 && selectedResponseStatus[0] === 'not_answered' ? '#334155' : '#94a3b8'}
                  stroke={selectedResponseStatus.length === 1 && selectedResponseStatus[0] === 'not_answered' ? '#1e293b' : 'transparent'}
                  strokeWidth={selectedResponseStatus.length === 1 && selectedResponseStatus[0] === 'not_answered' ? 3 : 0}
                />
              </Pie>
              <Tooltip
                contentStyle={{
                  backgroundColor: '#ffffff',
                  border: '2px solid #3b82f6',
                  borderRadius: '8px',
                  fontWeight: 600
                }}
                content={({ active, payload }) => {
                  if (active && payload && payload.length) {
                    return (
                      <div className="bg-white border-2 border-blue-600 rounded-lg p-3 shadow-lg">
                        <p className="font-bold text-gray-900 text-lg">{payload[0].name}</p>
                        <p className="text-sm text-gray-600">{payload[0].value} reviews ({((payload[0].value as number / stats.totalReviews) * 100).toFixed(1)}%)</p>
                      </div>
                    );
                  }
                  return null;
                }}
              />
            </PieChart>
          </ResponsiveContainer>
        </div>

        {/* Top Keywords */}
        <div className="bg-white border-2 border-gray-300 rounded-xl p-6 shadow-md">
          <h3 className="text-lg font-bold mb-4 text-gray-900">Top Keywords</h3>
          <ResponsiveContainer width="100%" height={250}>
            <BarChart data={stats.topKeywords} layout="vertical">
              <CartesianGrid strokeDasharray="3 3" stroke="#e5e7eb" />
              <XAxis
                type="number"
                tick={{ fill: '#374151', fontWeight: 600 }}
                tickLine={{ stroke: '#9ca3af' }}
              />
              <YAxis
                type="category"
                dataKey="word"
                width={80}
                tick={{ fill: '#374151', fontWeight: 600 }}
                tickLine={{ stroke: '#9ca3af' }}
              />
              <Tooltip
                contentStyle={{
                  backgroundColor: '#ffffff',
                  border: '2px solid #3b82f6',
                  borderRadius: '8px',
                  fontWeight: 600
                }}
              />
              <Bar dataKey="count" fill="#8b5cf6" radius={[0, 8, 8, 0]} />
            </BarChart>
          </ResponsiveContainer>
        </div>
      </div>

      {/* Reviews Table */}
      <div className="bg-white border-2 border-gray-300 rounded-xl p-6 shadow-md">
        <div className="flex items-center justify-between mb-4">
          <div>
            <h3 className="text-xl font-bold text-gray-900">Review Details</h3>
            <p className="text-sm text-gray-500">Click on a row to view full review data</p>
          </div>
          <button
            onClick={exportFilteredData}
            className="flex items-center gap-2 px-4 py-2 bg-green-600 text-white rounded-lg hover:bg-green-700 font-semibold shadow-md border-2 border-green-700"
          >
            <Download className="w-4 h-4" />
            Export Filtered Data
          </button>
        </div>

        {/* Search */}
        <div className="mb-6">
          <div className="relative">
            <Search className="absolute left-3 top-1/2 transform -translate-y-1/2 w-5 h-5 text-gray-500" />
            <input
              type="text"
              value={globalFilter}
              onChange={e => setGlobalFilter(e.target.value)}
              placeholder="Search by author, review text, or date..."
              className="w-full pl-10 pr-4 py-3 border-2 border-gray-300 rounded-lg focus:outline-none focus:ring-2 focus:ring-blue-500 focus:border-blue-500 font-medium"
            />
          </div>
        </div>

        {/* Table */}
        <div className="overflow-x-auto border-2 border-gray-300 rounded-lg">
          <table className="w-full">
            <thead className="bg-gray-100 border-b-2 border-gray-300">
              {table.getHeaderGroups().map(headerGroup => (
                <tr key={headerGroup.id}>
                  {headerGroup.headers.map(header => (
                    <th key={header.id} className="px-6 py-4 text-left text-gray-900">
                      {header.isPlaceholder
                        ? null
                        : flexRender(header.column.columnDef.header, header.getContext())}
                    </th>
                  ))}
                </tr>
              ))}
            </thead>
            <tbody className="divide-y-2 divide-gray-200">
              {table.getRowModel().rows.map(row => (
                <tr
                  key={row.id}
                  className="hover:bg-blue-50 cursor-pointer transition-colors"
                  onClick={() => setSelectedReview(row.original)}
                >
                  {row.getVisibleCells().map(cell => (
                    <td key={cell.id} className="px-6 py-4">
                      {flexRender(cell.column.columnDef.cell, cell.getContext())}
                    </td>
                  ))}
                </tr>
              ))}
            </tbody>
          </table>
        </div>

        {/* Pagination */}
        <div className="flex items-center justify-between mt-6">
          <div className="text-sm text-gray-700 font-medium">
            Showing {table.getState().pagination.pageIndex * table.getState().pagination.pageSize + 1} to{' '}
            {Math.min((table.getState().pagination.pageIndex + 1) * table.getState().pagination.pageSize, filteredReviews.length)} of{' '}
            {filteredReviews.length} reviews
          </div>
          <div className="flex gap-2">
            <button
              onClick={() => table.previousPage()}
              disabled={!table.getCanPreviousPage()}
              className="px-4 py-2 border-2 border-gray-300 rounded-lg disabled:opacity-50 disabled:cursor-not-allowed hover:bg-gray-50 font-semibold text-gray-900"
            >
              Previous
            </button>
            <button
              onClick={() => table.nextPage()}
              disabled={!table.getCanNextPage()}
              className="px-4 py-2 border-2 border-gray-300 rounded-lg disabled:opacity-50 disabled:cursor-not-allowed hover:bg-gray-50 font-semibold text-gray-900"
            >
              Next
            </button>
          </div>
        </div>
      </div>

      {/* Review Detail Modal */}
      {selectedReview && (
        <div
          className="fixed inset-0 bg-black bg-opacity-50 flex items-center justify-center z-50 p-4"
          onClick={() => setSelectedReview(null)}
        >
          <div
            className="bg-white rounded-2xl shadow-2xl max-w-2xl w-full max-h-[90vh] overflow-y-auto"
            onClick={(e) => e.stopPropagation()}
          >
            {/* Modal Header */}
            <div className="sticky top-0 bg-white border-b-2 border-gray-200 px-6 py-4 flex items-center justify-between rounded-t-2xl">
              <div className="flex items-center gap-3">
                <h3 className="text-xl font-bold text-gray-900">Review Details</h3>
                {selectedReview.is_new && (
                  <span className="px-2 py-1 bg-green-500 text-white text-xs font-bold rounded animate-pulse">
                    NEW
                  </span>
                )}
                {selectedReview.owner_response?.text ? (
                  <span className="px-2 py-1 bg-emerald-500 text-white text-xs font-bold rounded flex items-center gap-1">
                    <CheckCircle2 className="w-3 h-3" />
                    ANSWERED
                  </span>
                ) : (
                  <span className="px-2 py-1 bg-slate-400 text-white text-xs font-bold rounded flex items-center gap-1">
                    <XCircle className="w-3 h-3" />
                    NOT ANSWERED
                  </span>
                )}
                {selectedReview.photo_urls && selectedReview.photo_urls.length > 0 && (
                  <span className="px-2 py-1 bg-pink-500 text-white text-xs font-bold rounded flex items-center gap-1">
                    <Image className="w-3 h-3" />
                    {selectedReview.photo_urls.length} PHOTO{selectedReview.photo_urls.length > 1 ? 'S' : ''}
                  </span>
                )}
              </div>
              <button
                onClick={() => setSelectedReview(null)}
                className="p-2 hover:bg-gray-100 rounded-full transition-colors"
              >
                <X className="w-5 h-5 text-gray-600" />
              </button>
            </div>

            {/* Modal Content */}
            <div className="p-6 space-y-6">
              {/* Author Info */}
              <div className="flex items-center gap-4">
                {selectedReview.avatar_url ? (
                  <img
                    src={selectedReview.avatar_url}
                    alt={selectedReview.author}
                    className="w-16 h-16 rounded-full border-2 border-gray-200"
                  />
                ) : (
                  <div className="w-16 h-16 rounded-full bg-gray-200 flex items-center justify-center text-2xl font-bold text-gray-500">
                    {selectedReview.author.charAt(0).toUpperCase()}
                  </div>
                )}
                <div>
                  <h4 className="text-lg font-bold text-gray-900">{selectedReview.author}</h4>
                  {selectedReview.profile_url && (
                    <a
                      href={selectedReview.profile_url}
                      target="_blank"
                      rel="noopener noreferrer"
                      className="text-blue-600 hover:text-blue-800 text-sm flex items-center gap-1"
                    >
                      View Profile <ExternalLink className="w-3 h-3" />
                    </a>
                  )}
                </div>
              </div>

              {/* Rating */}
              <div className="bg-gray-50 rounded-xl p-4">
                <div className="flex items-center gap-3">
                  <div className="flex items-center gap-1">
                    {[...Array(5)].map((_, i) => (
                      <Star
                        key={i}
                        className={`w-6 h-6 ${i < selectedReview.rating ? 'text-yellow-500 fill-yellow-500' : 'text-gray-300'}`}
                      />
                    ))}
                  </div>
                  <span className="text-2xl font-bold text-gray-900">{selectedReview.rating}/5</span>
                  <span className={`px-3 py-1 rounded-full text-sm font-semibold ${getSentimentColor(getSentimentLabel(selectedReview.rating))}`}>
                    {getSentimentLabel(selectedReview.rating).toUpperCase()}
                  </span>
                </div>
              </div>

              {/* Date Info */}
              <div className="bg-blue-50 rounded-xl p-4">
                <div className="flex items-center gap-2 mb-2">
                  <Calendar className="w-5 h-5 text-blue-700" />
                  <span className="font-semibold text-blue-900">Date</span>
                </div>
                <p className="text-lg font-medium text-gray-900">{selectedReview.date_text}</p>
                {selectedReview.minDate && selectedReview.maxDate && selectedReview.centerDate && (
                  <div className="mt-2 text-sm text-gray-600 space-y-1">
                    <p>
                      <span className="font-medium">Estimated Range:</span>{' '}
                      {selectedReview.maxDate.toLocaleDateString('en-US', { year: 'numeric', month: 'short', day: 'numeric' })} -{' '}
                      {selectedReview.minDate.toLocaleDateString('en-US', { year: 'numeric', month: 'short', day: 'numeric' })}
                    </p>
                    <p className="text-purple-700 font-semibold">
                      Center Date: {selectedReview.centerDate.toLocaleDateString('en-US', { year: 'numeric', month: 'short', day: 'numeric' })}
                    </p>
                  </div>
                )}
              </div>

              {/* Review Text */}
              <div>
                <div className="flex items-center gap-2 mb-3">
                  <MessageSquare className="w-5 h-5 text-gray-700" />
                  <span className="font-semibold text-gray-900">Review</span>
                </div>
                <div className="bg-gray-50 rounded-xl p-4">
                  <p className="text-gray-800 leading-relaxed whitespace-pre-wrap">
                    {selectedReview.text || <span className="text-gray-500 italic">No review text provided</span>}
                  </p>
                </div>
              </div>

              {/* Review Topics */}
              {selectedReview.topics && selectedReview.topics.length > 0 && (
                <div className="bg-indigo-50 rounded-xl p-4 border-2 border-indigo-200">
                  <div className="flex items-center gap-2 mb-3">
                    <MessageSquare className="w-5 h-5 text-indigo-700" />
                    <span className="font-semibold text-indigo-900">Topics</span>
                    <span className="px-2 py-0.5 bg-indigo-200 text-indigo-800 text-xs font-bold rounded-full">
                      {selectedReview.topics.length} topic{selectedReview.topics.length > 1 ? 's' : ''}
                    </span>
                  </div>
                  <div className="flex flex-wrap gap-2">
                    {selectedReview.topics.map(topic => (
                      <button
                        key={topic}
                        onClick={() => {
                          toggleTopicFilter(topic);
                          setSelectedReview(null);
                        }}
                        className={`px-3 py-1 rounded-full text-sm font-semibold transition-all border ${
                          selectedTopics.includes(topic)
                            ? 'bg-indigo-600 text-white border-indigo-700'
                            : 'bg-white text-indigo-700 border-indigo-300 hover:bg-indigo-100'
                        }`}
                      >
                        {topic}
                      </button>
                    ))}
                  </div>
                </div>
              )}

              {/* Owner Response */}
              {selectedReview.owner_response?.text ? (
                <div className="bg-emerald-50 rounded-xl p-4 border-2 border-emerald-200">
                  <div className="flex items-center gap-2 mb-3">
                    <MessageCircleReply className="w-5 h-5 text-emerald-700" />
                    <span className="font-semibold text-emerald-900">Owner Response</span>
                    <span className="px-2 py-0.5 bg-emerald-200 text-emerald-800 text-xs font-bold rounded-full">
                      Answered
                    </span>
                  </div>
                  {selectedReview.owner_response.timestamp && (
                    <p className="text-xs text-emerald-700 mb-2">
                      Responded: {selectedReview.owner_response.timestamp}
                    </p>
                  )}
                  <div className="bg-white rounded-lg p-3 border border-emerald-200">
                    <p className="text-emerald-900 leading-relaxed whitespace-pre-wrap">
                      {selectedReview.owner_response.text}
                    </p>
                  </div>
                </div>
              ) : (
                <div className="bg-slate-50 rounded-xl p-4 border-2 border-slate-200">
                  <div className="flex items-center gap-2">
                    <XCircle className="w-5 h-5 text-slate-500" />
                    <span className="font-semibold text-slate-700">No Owner Response</span>
                    <span className="px-2 py-0.5 bg-slate-200 text-slate-700 text-xs font-bold rounded-full">
                      Not Answered
                    </span>
                  </div>
                  <p className="text-sm text-slate-500 mt-2">
                    The business owner has not responded to this review.
                  </p>
                </div>
              )}

              {/* Review Photos */}
              {selectedReview.photo_urls && selectedReview.photo_urls.length > 0 && (
                <div className="bg-pink-50 rounded-xl p-4 border-2 border-pink-200">
                  <div className="flex items-center gap-2 mb-3">
                    <Image className="w-5 h-5 text-pink-700" />
                    <span className="font-semibold text-pink-900">Review Photos</span>
                    <span className="px-2 py-0.5 bg-pink-200 text-pink-800 text-xs font-bold rounded-full">
                      {selectedReview.photo_urls.length} photo{selectedReview.photo_urls.length > 1 ? 's' : ''}
                    </span>
                  </div>
                  <div className="grid grid-cols-2 md:grid-cols-3 gap-3">
                    {selectedReview.photo_urls.map((url, idx) => (
                      <a
                        key={idx}
                        href={url}
                        target="_blank"
                        rel="noopener noreferrer"
                        className="block group"
                      >
                        <div className="relative overflow-hidden rounded-lg border-2 border-pink-200 hover:border-pink-500 transition-colors">
                          <img
                            src={url}
                            alt={`Review photo ${idx + 1}`}
                            className="w-full h-32 object-cover group-hover:scale-105 transition-transform"
                          />
                          <div className="absolute inset-0 bg-black bg-opacity-0 group-hover:bg-opacity-20 transition-opacity flex items-center justify-center">
                            <ExternalLink className="w-6 h-6 text-white opacity-0 group-hover:opacity-100 transition-opacity" />
                          </div>
                        </div>
                      </a>
                    ))}
                  </div>
                </div>
              )}

              {/* Additional Data (if any) */}
              {selectedReview.review_id && (
                <div className="border-t-2 border-gray-200 pt-4">
                  <h5 className="font-semibold text-gray-900 mb-3">Additional Information</h5>
                  <div className="space-y-2 text-sm">
                    <p className="text-gray-600">
                      <span className="font-medium">Review ID:</span> {selectedReview.review_id}
                    </p>
                  </div>
                </div>
              )}

              {/* Raw JSON Data */}
              <details className="border-t-2 border-gray-200 pt-4">
                <summary className="cursor-pointer text-sm font-medium text-gray-600 hover:text-gray-900">
                  View Raw Data (JSON)
                </summary>
                <pre className="mt-3 bg-gray-900 text-gray-100 p-4 rounded-lg overflow-x-auto text-xs">
                  {JSON.stringify(selectedReview, null, 2)}
                </pre>
              </details>
            </div>

            {/* Modal Footer */}
            <div className="sticky bottom-0 bg-white border-t-2 border-gray-200 px-6 py-4 rounded-b-2xl">
              <button
                onClick={() => setSelectedReview(null)}
                className="w-full py-3 bg-gray-900 text-white rounded-lg font-semibold hover:bg-gray-800 transition-colors"
              >
                Close
              </button>
            </div>
          </div>
        </div>
      )}
    </div>
  );
}