feat: add charts, world map, and filters to web dashboard

Add Chart.js line/bar charts for attack trends (attempts over time, hourly pattern), an SVG world map choropleth colored by attack origin country, and a collapsible filter form (date range, IP, country, username) that narrows both charts and top-N tables. New store methods: GetAttemptsOverTime, GetHourlyPattern, GetCountryStats, and filtered variants of dashboard stats/top-N queries. New JSON API endpoints at /api/charts/* and an htmx fragment at /fragments/dashboard-content for filtered table updates. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-02-16 20:27:15 +01:00
parent 8a631af0d2
commit 7c90c9ed4a
13 changed files with 1480 additions and 41 deletions
--- a/internal/storage/memstore.go
+++ b/internal/storage/memstore.go
@@ -399,6 +399,258 @@ func (m *MemoryStore) CloseActiveSessions(_ context.Context, disconnectedAt time
 	return count, nil
 }

+func (m *MemoryStore) GetAttemptsOverTime(_ context.Context, days int, since, until *time.Time) ([]TimeSeriesPoint, error) {
+	m.mu.Lock()
+	defer m.mu.Unlock()
+
+	var cutoff time.Time
+	if since != nil {
+		cutoff = *since
+	} else {
+		cutoff = time.Now().UTC().AddDate(0, 0, -days)
+	}
+
+	counts := make(map[string]int64)
+	for _, a := range m.LoginAttempts {
+		if a.LastSeen.Before(cutoff) {
+			continue
+		}
+		if until != nil && a.LastSeen.After(*until) {
+			continue
+		}
+		day := a.LastSeen.Format("2006-01-02")
+		counts[day] += int64(a.Count)
+	}
+
+	points := make([]TimeSeriesPoint, 0, len(counts))
+	for day, count := range counts {
+		t, _ := time.Parse("2006-01-02", day)
+		points = append(points, TimeSeriesPoint{Timestamp: t, Count: count})
+	}
+	sort.Slice(points, func(i, j int) bool {
+		return points[i].Timestamp.Before(points[j].Timestamp)
+	})
+	return points, nil
+}
+
+func (m *MemoryStore) GetHourlyPattern(_ context.Context, since, until *time.Time) ([]HourlyCount, error) {
+	m.mu.Lock()
+	defer m.mu.Unlock()
+
+	hourCounts := make(map[int]int64)
+	for _, a := range m.LoginAttempts {
+		if since != nil && a.LastSeen.Before(*since) {
+			continue
+		}
+		if until != nil && a.LastSeen.After(*until) {
+			continue
+		}
+		hour := a.LastSeen.Hour()
+		hourCounts[hour] += int64(a.Count)
+	}
+
+	counts := make([]HourlyCount, 0, len(hourCounts))
+	for h, c := range hourCounts {
+		counts = append(counts, HourlyCount{Hour: h, Count: c})
+	}
+	sort.Slice(counts, func(i, j int) bool {
+		return counts[i].Hour < counts[j].Hour
+	})
+	return counts, nil
+}
+
+func (m *MemoryStore) GetCountryStats(_ context.Context) ([]CountryCount, error) {
+	m.mu.Lock()
+	defer m.mu.Unlock()
+
+	counts := make(map[string]int64)
+	for _, a := range m.LoginAttempts {
+		if a.Country == "" {
+			continue
+		}
+		counts[a.Country] += int64(a.Count)
+	}
+
+	result := make([]CountryCount, 0, len(counts))
+	for country, count := range counts {
+		result = append(result, CountryCount{Country: country, Count: count})
+	}
+	sort.Slice(result, func(i, j int) bool {
+		return result[i].Count > result[j].Count
+	})
+	return result, nil
+}
+
+// matchesFilter returns true if the login attempt matches the given filter. Must be called with m.mu held.
+func matchesFilter(a *LoginAttempt, f DashboardFilter) bool {
+	if f.Since != nil && a.LastSeen.Before(*f.Since) {
+		return false
+	}
+	if f.Until != nil && a.LastSeen.After(*f.Until) {
+		return false
+	}
+	if f.IP != "" && a.IP != f.IP {
+		return false
+	}
+	if f.Country != "" && a.Country != f.Country {
+		return false
+	}
+	if f.Username != "" && a.Username != f.Username {
+		return false
+	}
+	return true
+}
+
+func (m *MemoryStore) GetFilteredDashboardStats(_ context.Context, f DashboardFilter) (*DashboardStats, error) {
+	m.mu.Lock()
+	defer m.mu.Unlock()
+
+	stats := &DashboardStats{}
+	ips := make(map[string]struct{})
+	for i := range m.LoginAttempts {
+		a := &m.LoginAttempts[i]
+		if !matchesFilter(a, f) {
+			continue
+		}
+		stats.TotalAttempts += int64(a.Count)
+		ips[a.IP] = struct{}{}
+	}
+	stats.UniqueIPs = int64(len(ips))
+
+	for _, s := range m.Sessions {
+		if f.Since != nil && s.ConnectedAt.Before(*f.Since) {
+			continue
+		}
+		if f.Until != nil && s.ConnectedAt.After(*f.Until) {
+			continue
+		}
+		if f.IP != "" && s.IP != f.IP {
+			continue
+		}
+		if f.Country != "" && s.Country != f.Country {
+			continue
+		}
+		stats.TotalSessions++
+		if s.DisconnectedAt == nil {
+			stats.ActiveSessions++
+		}
+	}
+
+	return stats, nil
+}
+
+func (m *MemoryStore) GetFilteredTopUsernames(_ context.Context, limit int, f DashboardFilter) ([]TopEntry, error) {
+	m.mu.Lock()
+	defer m.mu.Unlock()
+	return m.filteredTopN("username", limit, f), nil
+}
+
+func (m *MemoryStore) GetFilteredTopPasswords(_ context.Context, limit int, f DashboardFilter) ([]TopEntry, error) {
+	m.mu.Lock()
+	defer m.mu.Unlock()
+	return m.filteredTopN("password", limit, f), nil
+}
+
+func (m *MemoryStore) GetFilteredTopIPs(_ context.Context, limit int, f DashboardFilter) ([]TopEntry, error) {
+	m.mu.Lock()
+	defer m.mu.Unlock()
+
+	type ipInfo struct {
+		count   int64
+		country string
+	}
+	agg := make(map[string]*ipInfo)
+	for i := range m.LoginAttempts {
+		a := &m.LoginAttempts[i]
+		if !matchesFilter(a, f) {
+			continue
+		}
+		info, ok := agg[a.IP]
+		if !ok {
+			info = &ipInfo{}
+			agg[a.IP] = info
+		}
+		info.count += int64(a.Count)
+		if a.Country != "" {
+			info.country = a.Country
+		}
+	}
+
+	entries := make([]TopEntry, 0, len(agg))
+	for ip, info := range agg {
+		entries = append(entries, TopEntry{Value: ip, Country: info.country, Count: info.count})
+	}
+	sort.Slice(entries, func(i, j int) bool {
+		return entries[i].Count > entries[j].Count
+	})
+	if limit > 0 && len(entries) > limit {
+		entries = entries[:limit]
+	}
+	return entries, nil
+}
+
+func (m *MemoryStore) GetFilteredTopCountries(_ context.Context, limit int, f DashboardFilter) ([]TopEntry, error) {
+	m.mu.Lock()
+	defer m.mu.Unlock()
+
+	counts := make(map[string]int64)
+	for i := range m.LoginAttempts {
+		a := &m.LoginAttempts[i]
+		if a.Country == "" {
+			continue
+		}
+		if !matchesFilter(a, f) {
+			continue
+		}
+		counts[a.Country] += int64(a.Count)
+	}
+
+	entries := make([]TopEntry, 0, len(counts))
+	for k, v := range counts {
+		entries = append(entries, TopEntry{Value: k, Count: v})
+	}
+	sort.Slice(entries, func(i, j int) bool {
+		return entries[i].Count > entries[j].Count
+	})
+	if limit > 0 && len(entries) > limit {
+		entries = entries[:limit]
+	}
+	return entries, nil
+}
+
+// filteredTopN aggregates login attempts by the given field with filter applied and returns the top N. Must be called with m.mu held.
+func (m *MemoryStore) filteredTopN(field string, limit int, f DashboardFilter) []TopEntry {
+	counts := make(map[string]int64)
+	for i := range m.LoginAttempts {
+		a := &m.LoginAttempts[i]
+		if !matchesFilter(a, f) {
+			continue
+		}
+		var key string
+		switch field {
+		case "username":
+			key = a.Username
+		case "password":
+			key = a.Password
+		case "ip":
+			key = a.IP
+		}
+		counts[key] += int64(a.Count)
+	}
+
+	entries := make([]TopEntry, 0, len(counts))
+	for k, v := range counts {
+		entries = append(entries, TopEntry{Value: k, Count: v})
+	}
+	sort.Slice(entries, func(i, j int) bool {
+		return entries[i].Count > entries[j].Count
+	})
+	if limit > 0 && len(entries) > limit {
+		entries = entries[:limit]
+	}
+	return entries
+}
+
 func (m *MemoryStore) Close() error {
 	return nil
 }
--- a/internal/storage/sqlite.go
+++ b/internal/storage/sqlite.go
@@ -4,6 +4,7 @@ import (
 	"context"
 	"database/sql"
 	"fmt"
+	"strings"
 	"time"

 	"github.com/google/uuid"
@@ -454,6 +455,265 @@ func (s *SQLiteStore) CloseActiveSessions(ctx context.Context, disconnectedAt ti
 	return res.RowsAffected()
 }

+func (s *SQLiteStore) GetAttemptsOverTime(ctx context.Context, days int, since, until *time.Time) ([]TimeSeriesPoint, error) {
+	query := `SELECT DATE(last_seen) AS d, SUM(count) FROM login_attempts WHERE 1=1`
+	var args []any
+
+	if since != nil {
+		query += ` AND last_seen >= ?`
+		args = append(args, since.UTC().Format(time.RFC3339))
+	} else {
+		query += ` AND last_seen >= ?`
+		args = append(args, time.Now().UTC().AddDate(0, 0, -days).Format("2006-01-02"))
+	}
+	if until != nil {
+		query += ` AND last_seen <= ?`
+		args = append(args, until.UTC().Format(time.RFC3339))
+	}
+	query += ` GROUP BY d ORDER BY d`
+
+	rows, err := s.db.QueryContext(ctx, query, args...)
+	if err != nil {
+		return nil, fmt.Errorf("querying attempts over time: %w", err)
+	}
+	defer func() { _ = rows.Close() }()
+
+	var points []TimeSeriesPoint
+	for rows.Next() {
+		var dateStr string
+		var p TimeSeriesPoint
+		if err := rows.Scan(&dateStr, &p.Count); err != nil {
+			return nil, fmt.Errorf("scanning time series point: %w", err)
+		}
+		p.Timestamp, _ = time.Parse("2006-01-02", dateStr)
+		points = append(points, p)
+	}
+	return points, rows.Err()
+}
+
+func (s *SQLiteStore) GetHourlyPattern(ctx context.Context, since, until *time.Time) ([]HourlyCount, error) {
+	query := `SELECT CAST(STRFTIME('%H', last_seen) AS INTEGER) AS h, SUM(count) FROM login_attempts WHERE 1=1`
+	var args []any
+
+	if since != nil {
+		query += ` AND last_seen >= ?`
+		args = append(args, since.UTC().Format(time.RFC3339))
+	}
+	if until != nil {
+		query += ` AND last_seen <= ?`
+		args = append(args, until.UTC().Format(time.RFC3339))
+	}
+	query += ` GROUP BY h ORDER BY h`
+
+	rows, err := s.db.QueryContext(ctx, query, args...)
+	if err != nil {
+		return nil, fmt.Errorf("querying hourly pattern: %w", err)
+	}
+	defer func() { _ = rows.Close() }()
+
+	var counts []HourlyCount
+	for rows.Next() {
+		var c HourlyCount
+		if err := rows.Scan(&c.Hour, &c.Count); err != nil {
+			return nil, fmt.Errorf("scanning hourly count: %w", err)
+		}
+		counts = append(counts, c)
+	}
+	return counts, rows.Err()
+}
+
+func (s *SQLiteStore) GetCountryStats(ctx context.Context) ([]CountryCount, error) {
+	rows, err := s.db.QueryContext(ctx, `
+		SELECT country, SUM(count) AS total
+		FROM login_attempts
+		WHERE country != ''
+		GROUP BY country
+		ORDER BY total DESC`)
+	if err != nil {
+		return nil, fmt.Errorf("querying country stats: %w", err)
+	}
+	defer func() { _ = rows.Close() }()
+
+	var counts []CountryCount
+	for rows.Next() {
+		var c CountryCount
+		if err := rows.Scan(&c.Country, &c.Count); err != nil {
+			return nil, fmt.Errorf("scanning country count: %w", err)
+		}
+		counts = append(counts, c)
+	}
+	return counts, rows.Err()
+}
+
+// buildAttemptWhereClause builds a dynamic WHERE clause for login_attempts filtering.
+func buildAttemptWhereClause(f DashboardFilter) (string, []any) {
+	var clauses []string
+	var args []any
+
+	if f.Since != nil {
+		clauses = append(clauses, "last_seen >= ?")
+		args = append(args, f.Since.UTC().Format(time.RFC3339))
+	}
+	if f.Until != nil {
+		clauses = append(clauses, "last_seen <= ?")
+		args = append(args, f.Until.UTC().Format(time.RFC3339))
+	}
+	if f.IP != "" {
+		clauses = append(clauses, "ip = ?")
+		args = append(args, f.IP)
+	}
+	if f.Country != "" {
+		clauses = append(clauses, "country = ?")
+		args = append(args, f.Country)
+	}
+	if f.Username != "" {
+		clauses = append(clauses, "username = ?")
+		args = append(args, f.Username)
+	}
+
+	if len(clauses) == 0 {
+		return "", nil
+	}
+
+	return " WHERE " + strings.Join(clauses, " AND "), args
+}
+
+func (s *SQLiteStore) GetFilteredDashboardStats(ctx context.Context, f DashboardFilter) (*DashboardStats, error) {
+	where, args := buildAttemptWhereClause(f)
+	stats := &DashboardStats{}
+
+	err := s.db.QueryRowContext(ctx,
+		`SELECT COALESCE(SUM(count), 0), COUNT(DISTINCT ip) FROM login_attempts`+where, args...).
+		Scan(&stats.TotalAttempts, &stats.UniqueIPs)
+	if err != nil {
+		return nil, fmt.Errorf("querying filtered attempt stats: %w", err)
+	}
+
+	// Sessions don't have username/password, so only filter by time, IP, country.
+	sessQuery := `SELECT COUNT(*) FROM sessions WHERE 1=1`
+	var sessArgs []any
+	if f.Since != nil {
+		sessQuery += ` AND connected_at >= ?`
+		sessArgs = append(sessArgs, f.Since.UTC().Format(time.RFC3339))
+	}
+	if f.Until != nil {
+		sessQuery += ` AND connected_at <= ?`
+		sessArgs = append(sessArgs, f.Until.UTC().Format(time.RFC3339))
+	}
+	if f.IP != "" {
+		sessQuery += ` AND ip = ?`
+		sessArgs = append(sessArgs, f.IP)
+	}
+	if f.Country != "" {
+		sessQuery += ` AND country = ?`
+		sessArgs = append(sessArgs, f.Country)
+	}
+
+	err = s.db.QueryRowContext(ctx, sessQuery, sessArgs...).Scan(&stats.TotalSessions)
+	if err != nil {
+		return nil, fmt.Errorf("querying filtered total sessions: %w", err)
+	}
+
+	err = s.db.QueryRowContext(ctx, sessQuery+` AND disconnected_at IS NULL`, sessArgs...).Scan(&stats.ActiveSessions)
+	if err != nil {
+		return nil, fmt.Errorf("querying filtered active sessions: %w", err)
+	}
+
+	return stats, nil
+}
+
+func (s *SQLiteStore) GetFilteredTopUsernames(ctx context.Context, limit int, f DashboardFilter) ([]TopEntry, error) {
+	return s.queryFilteredTopN(ctx, "username", limit, f)
+}
+
+func (s *SQLiteStore) GetFilteredTopPasswords(ctx context.Context, limit int, f DashboardFilter) ([]TopEntry, error) {
+	return s.queryFilteredTopN(ctx, "password", limit, f)
+}
+
+func (s *SQLiteStore) GetFilteredTopIPs(ctx context.Context, limit int, f DashboardFilter) ([]TopEntry, error) {
+	where, args := buildAttemptWhereClause(f)
+	args = append(args, limit)
+	//nolint:gosec // where clause built from trusted constants, not user input
+	query := `SELECT ip, country, SUM(count) AS total FROM login_attempts` + where + ` GROUP BY ip ORDER BY total DESC LIMIT ?`
+	rows, err := s.db.QueryContext(ctx, query, args...)
+	if err != nil {
+		return nil, fmt.Errorf("querying filtered top IPs: %w", err)
+	}
+	defer func() { _ = rows.Close() }()
+
+	var entries []TopEntry
+	for rows.Next() {
+		var e TopEntry
+		if err := rows.Scan(&e.Value, &e.Country, &e.Count); err != nil {
+			return nil, fmt.Errorf("scanning filtered top IPs: %w", err)
+		}
+		entries = append(entries, e)
+	}
+	return entries, rows.Err()
+}
+
+func (s *SQLiteStore) GetFilteredTopCountries(ctx context.Context, limit int, f DashboardFilter) ([]TopEntry, error) {
+	where, args := buildAttemptWhereClause(f)
+	countryClause := "country != ''"
+	if where == "" {
+		where = " WHERE " + countryClause
+	} else {
+		where += " AND " + countryClause
+	}
+	args = append(args, limit)
+	//nolint:gosec // where clause built from trusted constants, not user input
+	query := `SELECT country, SUM(count) AS total FROM login_attempts` + where + ` GROUP BY country ORDER BY total DESC LIMIT ?`
+	rows, err := s.db.QueryContext(ctx, query, args...)
+	if err != nil {
+		return nil, fmt.Errorf("querying filtered top countries: %w", err)
+	}
+	defer func() { _ = rows.Close() }()
+
+	var entries []TopEntry
+	for rows.Next() {
+		var e TopEntry
+		if err := rows.Scan(&e.Value, &e.Count); err != nil {
+			return nil, fmt.Errorf("scanning filtered top countries: %w", err)
+		}
+		entries = append(entries, e)
+	}
+	return entries, rows.Err()
+}
+
+func (s *SQLiteStore) queryFilteredTopN(ctx context.Context, column string, limit int, f DashboardFilter) ([]TopEntry, error) {
+	switch column {
+	case "username", "password":
+		// valid columns
+	default:
+		return nil, fmt.Errorf("invalid column: %s", column)
+	}
+
+	where, args := buildAttemptWhereClause(f)
+	args = append(args, limit)
+	query := fmt.Sprintf(`
+		SELECT %s, SUM(count) AS total
+		FROM login_attempts%s
+		GROUP BY %s
+		ORDER BY total DESC
+		LIMIT ?`, column, where, column)
+
+	rows, err := s.db.QueryContext(ctx, query, args...)
+	if err != nil {
+		return nil, fmt.Errorf("querying filtered top %s: %w", column, err)
+	}
+	defer func() { _ = rows.Close() }()
+
+	var entries []TopEntry
+	for rows.Next() {
+		var e TopEntry
+		if err := rows.Scan(&e.Value, &e.Count); err != nil {
+			return nil, fmt.Errorf("scanning filtered top %s: %w", column, err)
+		}
+		entries = append(entries, e)
+	}
+	return entries, rows.Err()
+}
+
 func (s *SQLiteStore) Close() error {
 	return s.db.Close()
 }
--- a/internal/storage/store.go
+++ b/internal/storage/store.go
@@ -56,6 +56,33 @@ type DashboardStats struct {
 	ActiveSessions int64
 }

+// TimeSeriesPoint represents a single data point in a time series.
+type TimeSeriesPoint struct {
+	Timestamp time.Time
+	Count     int64
+}
+
+// HourlyCount represents the total attempts for a given hour of day.
+type HourlyCount struct {
+	Hour  int // 0-23
+	Count int64
+}
+
+// CountryCount represents the total attempts from a given country.
+type CountryCount struct {
+	Country string
+	Count   int64
+}
+
+// DashboardFilter contains optional filters for dashboard queries.
+type DashboardFilter struct {
+	Since    *time.Time
+	Until    *time.Time
+	IP       string
+	Country  string
+	Username string
+}
+
 // TopEntry represents a value and its count for top-N queries.
 type TopEntry struct {
 	Value   string
@@ -127,6 +154,30 @@ type Store interface {
 	// sessions left over from a previous unclean shutdown.
 	CloseActiveSessions(ctx context.Context, disconnectedAt time.Time) (int64, error)

+	// GetAttemptsOverTime returns daily attempt counts for the last N days.
+	GetAttemptsOverTime(ctx context.Context, days int, since, until *time.Time) ([]TimeSeriesPoint, error)
+
+	// GetHourlyPattern returns total attempts grouped by hour of day (0-23).
+	GetHourlyPattern(ctx context.Context, since, until *time.Time) ([]HourlyCount, error)
+
+	// GetCountryStats returns total attempts per country, ordered by count DESC.
+	GetCountryStats(ctx context.Context) ([]CountryCount, error)
+
+	// GetFilteredDashboardStats returns aggregate counts with optional filters applied.
+	GetFilteredDashboardStats(ctx context.Context, f DashboardFilter) (*DashboardStats, error)
+
+	// GetFilteredTopUsernames returns top usernames with optional filters applied.
+	GetFilteredTopUsernames(ctx context.Context, limit int, f DashboardFilter) ([]TopEntry, error)
+
+	// GetFilteredTopPasswords returns top passwords with optional filters applied.
+	GetFilteredTopPasswords(ctx context.Context, limit int, f DashboardFilter) ([]TopEntry, error)
+
+	// GetFilteredTopIPs returns top IPs with optional filters applied.
+	GetFilteredTopIPs(ctx context.Context, limit int, f DashboardFilter) ([]TopEntry, error)
+
+	// GetFilteredTopCountries returns top countries with optional filters applied.
+	GetFilteredTopCountries(ctx context.Context, limit int, f DashboardFilter) ([]TopEntry, error)
+
 	// Close releases any resources held by the store.
 	Close() error
 }
--- a/internal/storage/store_test.go
+++ b/internal/storage/store_test.go
@@ -424,6 +424,226 @@ func TestSetExecCommand(t *testing.T) {
 	})
 }

+func seedChartData(t *testing.T, store Store) {
+	t.Helper()
+	ctx := context.Background()
+
+	// Record attempts with country data from different IPs.
+	for range 5 {
+		if err := store.RecordLoginAttempt(ctx, "root", "toor", "10.0.0.1", "CN"); err != nil {
+			t.Fatalf("seeding attempt: %v", err)
+		}
+	}
+	for range 3 {
+		if err := store.RecordLoginAttempt(ctx, "admin", "admin", "10.0.0.2", "RU"); err != nil {
+			t.Fatalf("seeding attempt: %v", err)
+		}
+	}
+	for range 2 {
+		if err := store.RecordLoginAttempt(ctx, "root", "123456", "10.0.0.3", "CN"); err != nil {
+			t.Fatalf("seeding attempt: %v", err)
+		}
+	}
+}
+
+func TestGetAttemptsOverTime(t *testing.T) {
+	testStores(t, func(t *testing.T, newStore storeFactory) {
+		t.Run("empty", func(t *testing.T) {
+			store := newStore(t)
+			points, err := store.GetAttemptsOverTime(context.Background(), 30, nil, nil)
+			if err != nil {
+				t.Fatalf("GetAttemptsOverTime: %v", err)
+			}
+			if len(points) != 0 {
+				t.Errorf("expected empty, got %v", points)
+			}
+		})
+
+		t.Run("with data", func(t *testing.T) {
+			store := newStore(t)
+			seedChartData(t, store)
+
+			points, err := store.GetAttemptsOverTime(context.Background(), 30, nil, nil)
+			if err != nil {
+				t.Fatalf("GetAttemptsOverTime: %v", err)
+			}
+			// All data was inserted today, so should be one point.
+			if len(points) != 1 {
+				t.Fatalf("len = %d, want 1", len(points))
+			}
+			// 5 + 3 + 2 = 10 total.
+			if points[0].Count != 10 {
+				t.Errorf("count = %d, want 10", points[0].Count)
+			}
+		})
+	})
+}
+
+func TestGetHourlyPattern(t *testing.T) {
+	testStores(t, func(t *testing.T, newStore storeFactory) {
+		t.Run("empty", func(t *testing.T) {
+			store := newStore(t)
+			counts, err := store.GetHourlyPattern(context.Background(), nil, nil)
+			if err != nil {
+				t.Fatalf("GetHourlyPattern: %v", err)
+			}
+			if len(counts) != 0 {
+				t.Errorf("expected empty, got %v", counts)
+			}
+		})
+
+		t.Run("with data", func(t *testing.T) {
+			store := newStore(t)
+			seedChartData(t, store)
+
+			counts, err := store.GetHourlyPattern(context.Background(), nil, nil)
+			if err != nil {
+				t.Fatalf("GetHourlyPattern: %v", err)
+			}
+			// All data was inserted at the same hour.
+			if len(counts) != 1 {
+				t.Fatalf("len = %d, want 1", len(counts))
+			}
+			if counts[0].Count != 10 {
+				t.Errorf("count = %d, want 10", counts[0].Count)
+			}
+		})
+	})
+}
+
+func TestGetCountryStats(t *testing.T) {
+	testStores(t, func(t *testing.T, newStore storeFactory) {
+		t.Run("empty", func(t *testing.T) {
+			store := newStore(t)
+			counts, err := store.GetCountryStats(context.Background())
+			if err != nil {
+				t.Fatalf("GetCountryStats: %v", err)
+			}
+			if len(counts) != 0 {
+				t.Errorf("expected empty, got %v", counts)
+			}
+		})
+
+		t.Run("with data", func(t *testing.T) {
+			store := newStore(t)
+			seedChartData(t, store)
+
+			counts, err := store.GetCountryStats(context.Background())
+			if err != nil {
+				t.Fatalf("GetCountryStats: %v", err)
+			}
+			if len(counts) != 2 {
+				t.Fatalf("len = %d, want 2", len(counts))
+			}
+			// CN: 5 + 2 = 7, RU: 3 - ordered by count DESC.
+			if counts[0].Country != "CN" || counts[0].Count != 7 {
+				t.Errorf("counts[0] = %+v, want CN/7", counts[0])
+			}
+			if counts[1].Country != "RU" || counts[1].Count != 3 {
+				t.Errorf("counts[1] = %+v, want RU/3", counts[1])
+			}
+		})
+
+		t.Run("excludes empty country", func(t *testing.T) {
+			store := newStore(t)
+			ctx := context.Background()
+			if err := store.RecordLoginAttempt(ctx, "test", "test", "10.0.0.1", ""); err != nil {
+				t.Fatalf("seeding: %v", err)
+			}
+			if err := store.RecordLoginAttempt(ctx, "test", "test", "10.0.0.2", "US"); err != nil {
+				t.Fatalf("seeding: %v", err)
+			}
+
+			counts, err := store.GetCountryStats(ctx)
+			if err != nil {
+				t.Fatalf("GetCountryStats: %v", err)
+			}
+			if len(counts) != 1 {
+				t.Fatalf("len = %d, want 1", len(counts))
+			}
+			if counts[0].Country != "US" {
+				t.Errorf("country = %q, want US", counts[0].Country)
+			}
+		})
+	})
+}
+
+func TestGetFilteredDashboardStats(t *testing.T) {
+	testStores(t, func(t *testing.T, newStore storeFactory) {
+		t.Run("no filter", func(t *testing.T) {
+			store := newStore(t)
+			seedChartData(t, store)
+
+			stats, err := store.GetFilteredDashboardStats(context.Background(), DashboardFilter{})
+			if err != nil {
+				t.Fatalf("GetFilteredDashboardStats: %v", err)
+			}
+			if stats.TotalAttempts != 10 {
+				t.Errorf("TotalAttempts = %d, want 10", stats.TotalAttempts)
+			}
+		})
+
+		t.Run("filter by country", func(t *testing.T) {
+			store := newStore(t)
+			seedChartData(t, store)
+
+			stats, err := store.GetFilteredDashboardStats(context.Background(), DashboardFilter{Country: "CN"})
+			if err != nil {
+				t.Fatalf("GetFilteredDashboardStats: %v", err)
+			}
+			// CN: 5 + 2 = 7
+			if stats.TotalAttempts != 7 {
+				t.Errorf("TotalAttempts = %d, want 7", stats.TotalAttempts)
+			}
+		})
+
+		t.Run("filter by IP", func(t *testing.T) {
+			store := newStore(t)
+			seedChartData(t, store)
+
+			stats, err := store.GetFilteredDashboardStats(context.Background(), DashboardFilter{IP: "10.0.0.1"})
+			if err != nil {
+				t.Fatalf("GetFilteredDashboardStats: %v", err)
+			}
+			if stats.TotalAttempts != 5 {
+				t.Errorf("TotalAttempts = %d, want 5", stats.TotalAttempts)
+			}
+		})
+
+		t.Run("filter by username", func(t *testing.T) {
+			store := newStore(t)
+			seedChartData(t, store)
+
+			stats, err := store.GetFilteredDashboardStats(context.Background(), DashboardFilter{Username: "admin"})
+			if err != nil {
+				t.Fatalf("GetFilteredDashboardStats: %v", err)
+			}
+			if stats.TotalAttempts != 3 {
+				t.Errorf("TotalAttempts = %d, want 3", stats.TotalAttempts)
+			}
+		})
+	})
+}
+
+func TestGetFilteredTopUsernames(t *testing.T) {
+	testStores(t, func(t *testing.T, newStore storeFactory) {
+		store := newStore(t)
+		seedChartData(t, store)
+
+		// Filter by country CN should only show root.
+		entries, err := store.GetFilteredTopUsernames(context.Background(), 10, DashboardFilter{Country: "CN"})
+		if err != nil {
+			t.Fatalf("GetFilteredTopUsernames: %v", err)
+		}
+		if len(entries) != 1 {
+			t.Fatalf("len = %d, want 1", len(entries))
+		}
+		if entries[0].Value != "root" || entries[0].Count != 7 {
+			t.Errorf("entries[0] = %+v, want root/7", entries[0])
+		}
+	})
+}
+
 func TestGetRecentSessions(t *testing.T) {
 	testStores(t, func(t *testing.T, newStore storeFactory) {
 		t.Run("empty", func(t *testing.T) {
--- a/internal/web/handlers.go
+++ b/internal/web/handlers.go
@@ -4,6 +4,8 @@ import (
 	"encoding/base64"
 	"encoding/json"
 	"net/http"
+	"strconv"
+	"time"

 	"git.t-juice.club/torjus/oubliette/internal/storage"
 )
@@ -180,6 +182,186 @@ type apiEventsResponse struct {
 	Events []apiEvent `json:"events"`
 }

+// parseDateParam parses a "YYYY-MM-DD" query parameter into a *time.Time.
+func parseDateParam(r *http.Request, name string) *time.Time {
+	v := r.URL.Query().Get(name)
+	if v == "" {
+		return nil
+	}
+	t, err := time.Parse("2006-01-02", v)
+	if err != nil {
+		return nil
+	}
+	// For "until" dates, set to end of day.
+	if name == "until" {
+		t = t.Add(24*time.Hour - time.Second)
+	}
+	return &t
+}
+
+func parseDashboardFilter(r *http.Request) storage.DashboardFilter {
+	return storage.DashboardFilter{
+		Since:    parseDateParam(r, "since"),
+		Until:    parseDateParam(r, "until"),
+		IP:       r.URL.Query().Get("ip"),
+		Country:  r.URL.Query().Get("country"),
+		Username: r.URL.Query().Get("username"),
+	}
+}
+
+type apiTimeSeriesPoint struct {
+	Date  string `json:"date"`
+	Count int64  `json:"count"`
+}
+
+type apiAttemptsOverTimeResponse struct {
+	Points []apiTimeSeriesPoint `json:"points"`
+}
+
+func (s *Server) handleAPIAttemptsOverTime(w http.ResponseWriter, r *http.Request) {
+	days := 30
+	if v := r.URL.Query().Get("days"); v != "" {
+		if d, err := strconv.Atoi(v); err == nil && d > 0 && d <= 365 {
+			days = d
+		}
+	}
+
+	since := parseDateParam(r, "since")
+	until := parseDateParam(r, "until")
+
+	points, err := s.store.GetAttemptsOverTime(r.Context(), days, since, until)
+	if err != nil {
+		s.logger.Error("failed to get attempts over time", "err", err)
+		http.Error(w, "Internal Server Error", http.StatusInternalServerError)
+		return
+	}
+
+	resp := apiAttemptsOverTimeResponse{Points: make([]apiTimeSeriesPoint, len(points))}
+	for i, p := range points {
+		resp.Points[i] = apiTimeSeriesPoint{
+			Date:  p.Timestamp.Format("2006-01-02"),
+			Count: p.Count,
+		}
+	}
+
+	w.Header().Set("Content-Type", "application/json")
+	if err := json.NewEncoder(w).Encode(resp); err != nil {
+		s.logger.Error("failed to encode attempts over time", "err", err)
+	}
+}
+
+type apiHourlyCount struct {
+	Hour  int   `json:"hour"`
+	Count int64 `json:"count"`
+}
+
+type apiHourlyPatternResponse struct {
+	Hours []apiHourlyCount `json:"hours"`
+}
+
+func (s *Server) handleAPIHourlyPattern(w http.ResponseWriter, r *http.Request) {
+	since := parseDateParam(r, "since")
+	until := parseDateParam(r, "until")
+
+	counts, err := s.store.GetHourlyPattern(r.Context(), since, until)
+	if err != nil {
+		s.logger.Error("failed to get hourly pattern", "err", err)
+		http.Error(w, "Internal Server Error", http.StatusInternalServerError)
+		return
+	}
+
+	resp := apiHourlyPatternResponse{Hours: make([]apiHourlyCount, len(counts))}
+	for i, c := range counts {
+		resp.Hours[i] = apiHourlyCount{Hour: c.Hour, Count: c.Count}
+	}
+
+	w.Header().Set("Content-Type", "application/json")
+	if err := json.NewEncoder(w).Encode(resp); err != nil {
+		s.logger.Error("failed to encode hourly pattern", "err", err)
+	}
+}
+
+type apiCountryCount struct {
+	Country string `json:"country"`
+	Count   int64  `json:"count"`
+}
+
+type apiCountryStatsResponse struct {
+	Countries []apiCountryCount `json:"countries"`
+}
+
+func (s *Server) handleAPICountryStats(w http.ResponseWriter, r *http.Request) {
+	counts, err := s.store.GetCountryStats(r.Context())
+	if err != nil {
+		s.logger.Error("failed to get country stats", "err", err)
+		http.Error(w, "Internal Server Error", http.StatusInternalServerError)
+		return
+	}
+
+	resp := apiCountryStatsResponse{Countries: make([]apiCountryCount, len(counts))}
+	for i, c := range counts {
+		resp.Countries[i] = apiCountryCount{Country: c.Country, Count: c.Count}
+	}
+
+	w.Header().Set("Content-Type", "application/json")
+	if err := json.NewEncoder(w).Encode(resp); err != nil {
+		s.logger.Error("failed to encode country stats", "err", err)
+	}
+}
+
+func (s *Server) handleFragmentDashboardContent(w http.ResponseWriter, r *http.Request) {
+	ctx := r.Context()
+	f := parseDashboardFilter(r)
+
+	stats, err := s.store.GetFilteredDashboardStats(ctx, f)
+	if err != nil {
+		s.logger.Error("failed to get filtered stats", "err", err)
+		http.Error(w, "Internal Server Error", http.StatusInternalServerError)
+		return
+	}
+
+	topUsernames, err := s.store.GetFilteredTopUsernames(ctx, 10, f)
+	if err != nil {
+		s.logger.Error("failed to get filtered top usernames", "err", err)
+		http.Error(w, "Internal Server Error", http.StatusInternalServerError)
+		return
+	}
+
+	topPasswords, err := s.store.GetFilteredTopPasswords(ctx, 10, f)
+	if err != nil {
+		s.logger.Error("failed to get filtered top passwords", "err", err)
+		http.Error(w, "Internal Server Error", http.StatusInternalServerError)
+		return
+	}
+
+	topIPs, err := s.store.GetFilteredTopIPs(ctx, 10, f)
+	if err != nil {
+		s.logger.Error("failed to get filtered top IPs", "err", err)
+		http.Error(w, "Internal Server Error", http.StatusInternalServerError)
+		return
+	}
+
+	topCountries, err := s.store.GetFilteredTopCountries(ctx, 10, f)
+	if err != nil {
+		s.logger.Error("failed to get filtered top countries", "err", err)
+		http.Error(w, "Internal Server Error", http.StatusInternalServerError)
+		return
+	}
+
+	data := dashboardData{
+		Stats:        stats,
+		TopUsernames: topUsernames,
+		TopPasswords: topPasswords,
+		TopIPs:       topIPs,
+		TopCountries: topCountries,
+	}
+
+	w.Header().Set("Content-Type", "text/html; charset=utf-8")
+	if err := s.tmpl.dashboard.ExecuteTemplate(w, "dashboard_content", data); err != nil {
+		s.logger.Error("failed to render dashboard content fragment", "err", err)
+	}
+}
+
 func (s *Server) handleAPISessionEvents(w http.ResponseWriter, r *http.Request) {
 	ctx := r.Context()
 	sessionID := r.PathValue("id")
--- a/internal/web/static/chart.min.js
+++ b/internal/web/static/chart.min.js
--- a/internal/web/static/dashboard.js
+++ b/internal/web/static/dashboard.js
@@ -0,0 +1,271 @@
+(function() {
+    'use strict';
+
+    // Chart.js theme for Pico dark mode
+    Chart.defaults.color = '#b0b0b8';
+    Chart.defaults.borderColor = '#3a3a4a';
+
+    var attemptsChart = null;
+    var hourlyChart = null;
+
+    function getFilterParams() {
+        var form = document.getElementById('filter-form');
+        if (!form) return '';
+        var params = new URLSearchParams();
+        var since = form.elements['since'].value;
+        var until = form.elements['until'].value;
+        if (since) params.set('since', since);
+        if (until) params.set('until', until);
+        return params.toString();
+    }
+
+    function initAttemptsChart() {
+        var canvas = document.getElementById('chart-attempts');
+        if (!canvas) return;
+        var ctx = canvas.getContext('2d');
+
+        var qs = getFilterParams();
+        var url = '/api/charts/attempts-over-time' + (qs ? '?' + qs : '');
+
+        fetch(url)
+            .then(function(r) { return r.json(); })
+            .then(function(data) {
+                var labels = data.points.map(function(p) { return p.date; });
+                var values = data.points.map(function(p) { return p.count; });
+
+                if (attemptsChart) {
+                    attemptsChart.data.labels = labels;
+                    attemptsChart.data.datasets[0].data = values;
+                    attemptsChart.update();
+                    return;
+                }
+
+                attemptsChart = new Chart(ctx, {
+                    type: 'line',
+                    data: {
+                        labels: labels,
+                        datasets: [{
+                            label: 'Attempts',
+                            data: values,
+                            borderColor: '#6366f1',
+                            backgroundColor: 'rgba(99, 102, 241, 0.1)',
+                            fill: true,
+                            tension: 0.3,
+                            pointRadius: 2
+                        }]
+                    },
+                    options: {
+                        responsive: true,
+                        maintainAspectRatio: true,
+                        plugins: { legend: { display: false } },
+                        scales: {
+                            x: { grid: { display: false } },
+                            y: { beginAtZero: true }
+                        }
+                    }
+                });
+            });
+    }
+
+    function initHourlyChart() {
+        var canvas = document.getElementById('chart-hourly');
+        if (!canvas) return;
+        var ctx = canvas.getContext('2d');
+
+        var qs = getFilterParams();
+        var url = '/api/charts/hourly-pattern' + (qs ? '?' + qs : '');
+
+        fetch(url)
+            .then(function(r) { return r.json(); })
+            .then(function(data) {
+                // Fill all 24 hours, defaulting to 0
+                var hourMap = {};
+                data.hours.forEach(function(h) { hourMap[h.hour] = h.count; });
+                var labels = [];
+                var values = [];
+                for (var i = 0; i < 24; i++) {
+                    labels.push(i + ':00');
+                    values.push(hourMap[i] || 0);
+                }
+
+                if (hourlyChart) {
+                    hourlyChart.data.labels = labels;
+                    hourlyChart.data.datasets[0].data = values;
+                    hourlyChart.update();
+                    return;
+                }
+
+                hourlyChart = new Chart(ctx, {
+                    type: 'bar',
+                    data: {
+                        labels: labels,
+                        datasets: [{
+                            label: 'Attempts',
+                            data: values,
+                            backgroundColor: 'rgba(99, 102, 241, 0.6)',
+                            borderColor: '#6366f1',
+                            borderWidth: 1
+                        }]
+                    },
+                    options: {
+                        responsive: true,
+                        maintainAspectRatio: true,
+                        plugins: { legend: { display: false } },
+                        scales: {
+                            x: { grid: { display: false } },
+                            y: { beginAtZero: true }
+                        }
+                    }
+                });
+            });
+    }
+
+    function initWorldMap() {
+        var container = document.getElementById('world-map');
+        if (!container) return;
+
+        fetch('/static/world.svg')
+            .then(function(r) { return r.text(); })
+            .then(function(svgText) {
+                container.innerHTML = svgText;
+
+                fetch('/api/charts/country-stats')
+                    .then(function(r) { return r.json(); })
+                    .then(function(data) {
+                        colorMap(container, data.countries);
+                    });
+            });
+    }
+
+    function colorMap(container, countries) {
+        if (!countries || countries.length === 0) return;
+
+        var maxCount = countries[0].count; // already sorted DESC
+        var logMax = Math.log(maxCount + 1);
+
+        // Build lookup
+        var lookup = {};
+        countries.forEach(function(c) {
+            lookup[c.country.toLowerCase()] = c.count;
+        });
+
+        // Create tooltip element
+        var tooltip = document.createElement('div');
+        tooltip.id = 'map-tooltip';
+        tooltip.style.cssText = 'position:fixed;display:none;background:#1a1a2e;color:#e0e0e8;padding:4px 8px;border-radius:4px;font-size:13px;pointer-events:none;z-index:1000;border:1px solid #3a3a4a;';
+        document.body.appendChild(tooltip);
+
+        var svg = container.querySelector('svg');
+        if (!svg) return;
+
+        var paths = svg.querySelectorAll('path[id]');
+        paths.forEach(function(path) {
+            var id = path.id.toLowerCase();
+            if (id.charAt(0) === '_') return; // skip non-country paths
+
+            var count = lookup[id];
+            if (count) {
+                var intensity = Math.log(count + 1) / logMax;
+                var r = Math.round(30 + intensity * 69);   // 30 -> 99
+                var g = Math.round(30 + intensity * 72);   // 30 -> 102
+                var b = Math.round(62 + intensity * 179);  // 62 -> 241
+                path.style.fill = 'rgb(' + r + ',' + g + ',' + b + ')';
+            }
+
+            path.addEventListener('mouseenter', function(e) {
+                var cc = id.toUpperCase();
+                var n = lookup[id] || 0;
+                tooltip.textContent = cc + ': ' + n.toLocaleString() + ' attempts';
+                tooltip.style.display = 'block';
+            });
+
+            path.addEventListener('mousemove', function(e) {
+                tooltip.style.left = (e.clientX + 12) + 'px';
+                tooltip.style.top = (e.clientY - 10) + 'px';
+            });
+
+            path.addEventListener('mouseleave', function() {
+                tooltip.style.display = 'none';
+            });
+
+            path.addEventListener('click', function() {
+                var input = document.querySelector('#filter-form input[name="country"]');
+                if (input) {
+                    input.value = id.toUpperCase();
+                    applyFilters();
+                }
+            });
+
+            path.style.cursor = 'pointer';
+        });
+    }
+
+    function applyFilters() {
+        // Re-fetch charts with filter params
+        initAttemptsChart();
+        initHourlyChart();
+
+        // Re-fetch dashboard content via htmx
+        var form = document.getElementById('filter-form');
+        if (!form) return;
+
+        var params = new URLSearchParams();
+        ['since', 'until', 'ip', 'country', 'username'].forEach(function(name) {
+            var val = form.elements[name].value;
+            if (val) params.set(name, val);
+        });
+
+        var target = document.getElementById('dashboard-content');
+        if (target) {
+            var url = '/fragments/dashboard-content?' + params.toString();
+            htmx.ajax('GET', url, {target: '#dashboard-content', swap: 'innerHTML'});
+        }
+
+        // Client-side filter for recent sessions table
+        filterSessionsTable(form);
+    }
+
+    function filterSessionsTable(form) {
+        var ip = form.elements['ip'].value.toLowerCase();
+        var country = form.elements['country'].value.toLowerCase();
+        var username = form.elements['username'].value.toLowerCase();
+
+        var rows = document.querySelectorAll('#recent-sessions-table tbody tr');
+        rows.forEach(function(row) {
+            var cells = row.querySelectorAll('td');
+            if (cells.length < 4) { row.style.display = ''; return; }
+
+            var show = true;
+            if (ip && cells[1].textContent.toLowerCase().indexOf(ip) === -1) show = false;
+            if (country && cells[2].textContent.toLowerCase().indexOf(country) === -1) show = false;
+            if (username && cells[3].textContent.toLowerCase().indexOf(username) === -1) show = false;
+
+            row.style.display = show ? '' : 'none';
+        });
+    }
+
+    window.clearFilters = function() {
+        var form = document.getElementById('filter-form');
+        if (form) {
+            form.reset();
+            applyFilters();
+        }
+    };
+
+    window.applyFilters = applyFilters;
+
+    // Initialize on DOM ready
+    document.addEventListener('DOMContentLoaded', function() {
+        initAttemptsChart();
+        initHourlyChart();
+        initWorldMap();
+
+        var form = document.getElementById('filter-form');
+        if (form) {
+            form.addEventListener('submit', function(e) {
+                e.preventDefault();
+                applyFilters();
+            });
+        }
+    });
+})();
--- a/internal/web/static/world.svg
+++ b/internal/web/static/world.svg
--- a/internal/web/templates/dashboard.html
+++ b/internal/web/templates/dashboard.html
@@ -3,6 +3,94 @@
    {{template "stats" .Stats}}
 </section>

+<details>
+    <summary>Filters</summary>
+    <form id="filter-form">
+        <div class="grid">
+            <label>Since <input type="date" name="since"></label>
+            <label>Until <input type="date" name="until"></label>
+            <label>IP <input type="text" name="ip" placeholder="10.0.0.1"></label>
+            <label>Country <input type="text" name="country" placeholder="CN" maxlength="2"></label>
+            <label>Username <input type="text" name="username" placeholder="root"></label>
+        </div>
+        <button type="submit">Apply</button>
+        <button type="button" class="secondary" onclick="clearFilters()">Clear</button>
+    </form>
+</details>
+
+<section>
+    <h3>Attack Trends</h3>
+    <div class="grid">
+        <article>
+            <header>Attempts Over Time</header>
+            <canvas id="chart-attempts"></canvas>
+        </article>
+        <article>
+            <header>Hourly Pattern (UTC)</header>
+            <canvas id="chart-hourly"></canvas>
+        </article>
+    </div>
+</section>
+
+<section>
+    <h3>Attack Origins</h3>
+    <article>
+        <div id="world-map"></div>
+    </article>
+</section>
+
+<div id="dashboard-content">
+    {{template "dashboard_content" .}}
+</div>
+
+<section>
+    <h3>Active Sessions</h3>
+    <div id="active-sessions" hx-get="/fragments/active-sessions" hx-trigger="every 10s" hx-swap="innerHTML">
+        {{template "active_sessions" .ActiveSessions}}
+    </div>
+</section>
+
+<section>
+    <h3>Recent Sessions</h3>
+    <table id="recent-sessions-table">
+        <thead>
+            <tr>
+                <th>ID</th>
+                <th>IP</th>
+                <th>Country</th>
+                <th>Username</th>
+                <th>Type</th>
+                <th>Score</th>
+                <th>Connected</th>
+                <th>Disconnected</th>
+            </tr>
+        </thead>
+        <tbody>
+            {{range .RecentSessions}}
+            <tr>
+                <td><a href="/sessions/{{.ID}}"><code>{{truncateID .ID}}</code></a>{{if gt .EventCount 0}} <mark>replay</mark>{{end}}</td>
+                <td>{{.IP}}</td>
+                <td>{{.Country}}</td>
+                <td>{{.Username}}</td>
+                <td>{{if .ExecCommand}}<mark>exec</mark>{{else}}{{.ShellName}}{{end}}</td>
+                <td>{{if .HumanScore}}{{if gt (derefFloat .HumanScore) 0.6}}<mark>{{formatScore .HumanScore}}</mark>{{else}}{{formatScore .HumanScore}}{{end}}{{else}}-{{end}}</td>
+                <td>{{formatTime .ConnectedAt}}</td>
+                <td>{{if .DisconnectedAt}}{{formatTime (derefTime .DisconnectedAt)}}{{else}}<mark>active</mark>{{end}}</td>
+            </tr>
+            {{else}}
+            <tr><td colspan="8">No sessions</td></tr>
+            {{end}}
+        </tbody>
+    </table>
+</section>
+{{end}}
+
+{{define "scripts"}}
+<script src="/static/chart.min.js"></script>
+<script src="/static/dashboard.js"></script>
+{{end}}
+
+{{define "dashboard_content"}}
 <section>
    <h3>Top Credentials & IPs</h3>
    <div class="top-grid">
@@ -83,45 +171,4 @@
        </article>
    </div>
 </section>
-
-<section>
-    <h3>Active Sessions</h3>
-    <div id="active-sessions" hx-get="/fragments/active-sessions" hx-trigger="every 10s" hx-swap="innerHTML">
-        {{template "active_sessions" .ActiveSessions}}
-    </div>
-</section>
-
-<section>
-    <h3>Recent Sessions</h3>
-    <table>
-        <thead>
-            <tr>
-                <th>ID</th>
-                <th>IP</th>
-                <th>Country</th>
-                <th>Username</th>
-                <th>Type</th>
-                <th>Score</th>
-                <th>Connected</th>
-                <th>Disconnected</th>
-            </tr>
-        </thead>
-        <tbody>
-            {{range .RecentSessions}}
-            <tr>
-                <td><a href="/sessions/{{.ID}}"><code>{{truncateID .ID}}</code></a>{{if gt .EventCount 0}} <mark>replay</mark>{{end}}</td>
-                <td>{{.IP}}</td>
-                <td>{{.Country}}</td>
-                <td>{{.Username}}</td>
-                <td>{{if .ExecCommand}}<mark>exec</mark>{{else}}{{.ShellName}}{{end}}</td>
-                <td>{{if .HumanScore}}{{if gt (derefFloat .HumanScore) 0.6}}<mark>{{formatScore .HumanScore}}</mark>{{else}}{{formatScore .HumanScore}}{{end}}{{else}}-{{end}}</td>
-                <td>{{formatTime .ConnectedAt}}</td>
-                <td>{{if .DisconnectedAt}}{{formatTime (derefTime .DisconnectedAt)}}{{else}}<mark>active</mark>{{end}}</td>
-            </tr>
-            {{else}}
-            <tr><td colspan="8">No sessions</td></tr>
-            {{end}}
-        </tbody>
-    </table>
-</section>
 {{end}}
--- a/internal/web/templates/layout.html
+++ b/internal/web/templates/layout.html
@@ -36,6 +36,9 @@
            overflow: hidden;
            min-width: 0;
        }
+        #world-map svg { width: 100%; height: auto; }
+        #world-map svg path { fill: #2a2a3e; stroke: #555; stroke-width: 0.5; transition: fill 0.2s; }
+        #world-map svg path:hover { stroke: #fff; stroke-width: 1; }
        nav h1 {
            margin: 0;
        }
@@ -56,5 +59,6 @@
    <main class="container">
        {{block "content" .}}{{end}}
    </main>
+    {{block "scripts" .}}{{end}}
 </body>
 </html>
--- a/internal/web/web.go
+++ b/internal/web/web.go
@@ -40,9 +40,13 @@ func NewServer(store storage.Store, logger *slog.Logger, metricsHandler http.Han
 	s.mux.Handle("GET /static/", http.FileServerFS(staticFS))
 	s.mux.HandleFunc("GET /sessions/{id}", s.handleSessionDetail)
 	s.mux.HandleFunc("GET /api/sessions/{id}/events", s.handleAPISessionEvents)
+	s.mux.HandleFunc("GET /api/charts/attempts-over-time", s.handleAPIAttemptsOverTime)
+	s.mux.HandleFunc("GET /api/charts/hourly-pattern", s.handleAPIHourlyPattern)
+	s.mux.HandleFunc("GET /api/charts/country-stats", s.handleAPICountryStats)
 	s.mux.HandleFunc("GET /", s.handleDashboard)
 	s.mux.HandleFunc("GET /fragments/stats", s.handleFragmentStats)
 	s.mux.HandleFunc("GET /fragments/active-sessions", s.handleFragmentActiveSessions)
+	s.mux.HandleFunc("GET /fragments/dashboard-content", s.handleFragmentDashboardContent)

 	if metricsHandler != nil {
 		h := metricsHandler
--- a/internal/web/web_test.go
+++ b/internal/web/web_test.go
@@ -395,6 +395,135 @@ func TestDashboardExecCommands(t *testing.T) {
 	}
 }

+func TestAPIAttemptsOverTime(t *testing.T) {
+	srv := newSeededTestServer(t)
+	req := httptest.NewRequest(http.MethodGet, "/api/charts/attempts-over-time", nil)
+	w := httptest.NewRecorder()
+
+	srv.ServeHTTP(w, req)
+
+	if w.Code != http.StatusOK {
+		t.Errorf("status = %d, want 200", w.Code)
+	}
+	ct := w.Header().Get("Content-Type")
+	if !strings.Contains(ct, "application/json") {
+		t.Errorf("Content-Type = %q, want application/json", ct)
+	}
+
+	var resp apiAttemptsOverTimeResponse
+	if err := json.NewDecoder(w.Body).Decode(&resp); err != nil {
+		t.Fatalf("decoding response: %v", err)
+	}
+	// Seeded data inserted today -> at least 1 point.
+	if len(resp.Points) == 0 {
+		t.Error("expected at least one data point")
+	}
+}
+
+func TestAPIHourlyPattern(t *testing.T) {
+	srv := newSeededTestServer(t)
+	req := httptest.NewRequest(http.MethodGet, "/api/charts/hourly-pattern", nil)
+	w := httptest.NewRecorder()
+
+	srv.ServeHTTP(w, req)
+
+	if w.Code != http.StatusOK {
+		t.Errorf("status = %d, want 200", w.Code)
+	}
+
+	var resp apiHourlyPatternResponse
+	if err := json.NewDecoder(w.Body).Decode(&resp); err != nil {
+		t.Fatalf("decoding response: %v", err)
+	}
+	if len(resp.Hours) == 0 {
+		t.Error("expected at least one hourly data point")
+	}
+}
+
+func TestAPICountryStats(t *testing.T) {
+	store := storage.NewMemoryStore()
+	ctx := context.Background()
+	if err := store.RecordLoginAttempt(ctx, "root", "toor", "10.0.0.1", "CN"); err != nil {
+		t.Fatalf("seeding: %v", err)
+	}
+	if err := store.RecordLoginAttempt(ctx, "admin", "admin", "10.0.0.2", "RU"); err != nil {
+		t.Fatalf("seeding: %v", err)
+	}
+
+	srv, err := NewServer(store, slog.Default(), nil, "")
+	if err != nil {
+		t.Fatalf("NewServer: %v", err)
+	}
+
+	req := httptest.NewRequest(http.MethodGet, "/api/charts/country-stats", nil)
+	w := httptest.NewRecorder()
+	srv.ServeHTTP(w, req)
+
+	if w.Code != http.StatusOK {
+		t.Errorf("status = %d, want 200", w.Code)
+	}
+
+	var resp apiCountryStatsResponse
+	if err := json.NewDecoder(w.Body).Decode(&resp); err != nil {
+		t.Fatalf("decoding response: %v", err)
+	}
+	if len(resp.Countries) != 2 {
+		t.Fatalf("len = %d, want 2", len(resp.Countries))
+	}
+}
+
+func TestFragmentDashboardContent(t *testing.T) {
+	srv := newSeededTestServer(t)
+	req := httptest.NewRequest(http.MethodGet, "/fragments/dashboard-content", nil)
+	w := httptest.NewRecorder()
+
+	srv.ServeHTTP(w, req)
+
+	if w.Code != http.StatusOK {
+		t.Errorf("status = %d, want 200", w.Code)
+	}
+	body := w.Body.String()
+	if strings.Contains(body, "<!DOCTYPE html>") {
+		t.Error("dashboard content fragment should not contain full HTML document")
+	}
+	if !strings.Contains(body, "Top Usernames") {
+		t.Error("dashboard content fragment should contain 'Top Usernames'")
+	}
+}
+
+func TestFragmentDashboardContentWithFilter(t *testing.T) {
+	store := storage.NewMemoryStore()
+	ctx := context.Background()
+	for range 5 {
+		if err := store.RecordLoginAttempt(ctx, "root", "toor", "10.0.0.1", "CN"); err != nil {
+			t.Fatalf("seeding: %v", err)
+		}
+	}
+	for range 3 {
+		if err := store.RecordLoginAttempt(ctx, "admin", "admin", "10.0.0.2", "RU"); err != nil {
+			t.Fatalf("seeding: %v", err)
+		}
+	}
+
+	srv, err := NewServer(store, slog.Default(), nil, "")
+	if err != nil {
+		t.Fatalf("NewServer: %v", err)
+	}
+
+	req := httptest.NewRequest(http.MethodGet, "/fragments/dashboard-content?country=CN", nil)
+	w := httptest.NewRecorder()
+	srv.ServeHTTP(w, req)
+
+	if w.Code != http.StatusOK {
+		t.Errorf("status = %d, want 200", w.Code)
+	}
+	body := w.Body.String()
+	// When filtered by CN, should show root but not admin.
+	if !strings.Contains(body, "root") {
+		t.Error("response should contain 'root' when filtered by CN")
+	}
+}
+
 func TestStaticAssets(t *testing.T) {
 	srv := newTestServer(t)

@@ -404,6 +533,9 @@ func TestStaticAssets(t *testing.T) {
 	}{
 		{"/static/pico.min.css", "text/css"},
 		{"/static/htmx.min.js", "text/javascript"},
+		{"/static/chart.min.js", "text/javascript"},
+		{"/static/dashboard.js", "text/javascript"},
+		{"/static/world.svg", "image/svg+xml"},
 	}

 	for _, tt := range tests {