diff --git a/client/app/components/SearchResults.tsx b/client/app/components/SearchResults.tsx
index b2a4566..0e68c3d 100644
--- a/client/app/components/SearchResults.tsx
+++ b/client/app/components/SearchResults.tsx
@@ -23,12 +23,12 @@ export default function SearchResults({ data, onSelect, selectorMode }: Props) {
         }
     }
 
-    if (data === undefined) {
+    if (!data) {
         return <></>
     }
     return (
         <div className="w-full">
-            { data.artists.length > 0 &&
+            { data.artists && data.artists.length > 0 &&
             <>
             <h3 className={hClasses}>Artists</h3>
             <div className={classes}>
@@ -52,7 +52,7 @@ export default function SearchResults({ data, onSelect, selectorMode }: Props) {
             </div>
             </>
             }
-            { data.albums.length > 0 &&
+            { data.albums && data.albums.length > 0 &&
             <>
             <h3 className={hClasses}>Albums</h3>
             <div className={classes}>
@@ -77,7 +77,7 @@ export default function SearchResults({ data, onSelect, selectorMode }: Props) {
             </div>
             </>
             }
-            { data.tracks.length > 0 &&
+            { data.tracks && data.tracks.length > 0 &&
             <>
             <h3 className={hClasses}>Tracks</h3>
             <div className={classes}>
diff --git a/db/queries/release.sql b/db/queries/release.sql
index eb66d71..767163f 100644
--- a/db/queries/release.sql
+++ b/db/queries/release.sql
@@ -4,7 +4,10 @@ VALUES ($1, $2, $3, $4)
 RETURNING *;
 
 -- name: GetRelease :one
-SELECT * FROM releases_with_title
+SELECT 
+  *,
+  get_artists_for_release(id) AS artists
+FROM releases_with_title
 WHERE id = $1 LIMIT 1;
 
 -- name: GetReleaseByMbzID :one
diff --git a/db/queries/track.sql b/db/queries/track.sql
index 8d8e681..acaa1d3 100644
--- a/db/queries/track.sql
+++ b/db/queries/track.sql
@@ -11,6 +11,7 @@ ON CONFLICT DO NOTHING;
 -- name: GetTrack :one
 SELECT 
   t.*,
+  get_artists_for_track(t.id) AS artists,
   r.image
 FROM tracks_with_title t
 JOIN releases r ON t.release_id = r.id
diff --git a/engine/handlers/search.go b/engine/handlers/search.go
index 9f29c75..ee90936 100644
--- a/engine/handlers/search.go
+++ b/engine/handlers/search.go
@@ -2,6 +2,8 @@ package handlers
 
 import (
 	"net/http"
+	"strconv"
+	"strings"
 
 	"github.com/gabehf/koito/internal/db"
 	"github.com/gabehf/koito/internal/logger"
@@ -20,27 +22,62 @@ func SearchHandler(store db.DB) http.HandlerFunc {
 		ctx := r.Context()
 		l := logger.FromContext(ctx)
 		q := r.URL.Query().Get("q")
-		artists, err := store.SearchArtists(ctx, q)
 
 		l.Debug().Msgf("SearchHandler: Received search with query: %s", r.URL.Query().Encode())
 
-		if err != nil {
-			l.Err(err).Msg("Failed to search for artists")
-			utils.WriteError(w, "failed to search in database", http.StatusInternalServerError)
-			return
-		}
-		albums, err := store.SearchAlbums(ctx, q)
-		if err != nil {
-			l.Err(err).Msg("Failed to search for albums")
-			utils.WriteError(w, "failed to search in database", http.StatusInternalServerError)
-			return
-		}
-		tracks, err := store.SearchTracks(ctx, q)
-		if err != nil {
-			l.Err(err).Msg("Failed to search for tracks")
-			utils.WriteError(w, "failed to search in database", http.StatusInternalServerError)
-			return
+		var artists []*models.Artist
+		var albums []*models.Album
+		var tracks []*models.Track
+
+		if strings.HasPrefix(q, "id:") {
+			idStr := strings.TrimPrefix(q, "id:")
+			id, _ := strconv.Atoi(idStr)
+
+			artist, err := store.GetArtist(ctx, db.GetArtistOpts{ID: int32(id)})
+			if err != nil {
+				l.Debug().Msg("No artists found with id")
+			}
+			if artist != nil {
+				artists = append(artists, artist)
+			}
+
+			album, err := store.GetAlbum(ctx, db.GetAlbumOpts{ID: int32(id)})
+			if err != nil {
+				l.Debug().Msg("No albums found with id")
+			}
+			if album != nil {
+				albums = append(albums, album)
+			}
+
+			track, err := store.GetTrack(ctx, db.GetTrackOpts{ID: int32(id)})
+			if err != nil {
+				l.Debug().Msg("No tracks found with id")
+			}
+			if track != nil {
+				tracks = append(tracks, track)
+			}
+		} else {
+			var err error
+			artists, err = store.SearchArtists(ctx, q)
+			if err != nil {
+				l.Err(err).Msg("Failed to search for artists")
+				utils.WriteError(w, "failed to search in database", http.StatusInternalServerError)
+				return
+			}
+			albums, err = store.SearchAlbums(ctx, q)
+			if err != nil {
+				l.Err(err).Msg("Failed to search for albums")
+				utils.WriteError(w, "failed to search in database", http.StatusInternalServerError)
+				return
+			}
+			tracks, err = store.SearchTracks(ctx, q)
+			if err != nil {
+				l.Err(err).Msg("Failed to search for tracks")
+				utils.WriteError(w, "failed to search in database", http.StatusInternalServerError)
+				return
+			}
 		}
+
 		utils.WriteJSON(w, http.StatusOK, SearchResults{
 			Artists: artists,
 			Albums:  albums,
diff --git a/internal/db/psql/album.go b/internal/db/psql/album.go
index e58514f..0b6ade9 100644
--- a/internal/db/psql/album.go
+++ b/internal/db/psql/album.go
@@ -2,6 +2,7 @@ package psql
 
 import (
 	"context"
+	"encoding/json"
 	"errors"
 	"fmt"
 	"strings"
@@ -19,40 +20,71 @@ import (
 
 func (d *Psql) GetAlbum(ctx context.Context, opts db.GetAlbumOpts) (*models.Album, error) {
 	l := logger.FromContext(ctx)
-
-	var row repository.ReleasesWithTitle
 	var err error
+	var ret = new(models.Album)
 
 	if opts.ID != 0 {
 		l.Debug().Msgf("Fetching album from DB with id %d", opts.ID)
-		row, err = d.q.GetRelease(ctx, opts.ID)
+		row, err := d.q.GetRelease(ctx, opts.ID)
+		if err != nil {
+			return nil, fmt.Errorf("GetAlbum: %w", err)
+		}
+		ret.ID = row.ID
+		ret.MbzID = row.MusicBrainzID
+		ret.Title = row.Title
+		ret.Image = row.Image
+		ret.VariousArtists = row.VariousArtists
+		err = json.Unmarshal(row.Artists, &ret.Artists)
+		if err != nil {
+			return nil, fmt.Errorf("GetAlbum: json.Unmarshal: %w", err)
+		}
 	} else if opts.MusicBrainzID != uuid.Nil {
 		l.Debug().Msgf("Fetching album from DB with MusicBrainz Release ID %s", opts.MusicBrainzID)
-		row, err = d.q.GetReleaseByMbzID(ctx, &opts.MusicBrainzID)
+		row, err := d.q.GetReleaseByMbzID(ctx, &opts.MusicBrainzID)
+		if err != nil {
+			return nil, fmt.Errorf("GetAlbum: %w", err)
+		}
+		ret.ID = row.ID
+		ret.MbzID = row.MusicBrainzID
+		ret.Title = row.Title
+		ret.Image = row.Image
+		ret.VariousArtists = row.VariousArtists
 	} else if opts.ArtistID != 0 && opts.Title != "" {
 		l.Debug().Msgf("Fetching album from DB with artist_id %d and title %s", opts.ArtistID, opts.Title)
-		row, err = d.q.GetReleaseByArtistAndTitle(ctx, repository.GetReleaseByArtistAndTitleParams{
+		row, err := d.q.GetReleaseByArtistAndTitle(ctx, repository.GetReleaseByArtistAndTitleParams{
 			ArtistID: opts.ArtistID,
 			Title:    opts.Title,
 		})
+		if err != nil {
+			return nil, fmt.Errorf("GetAlbum: %w", err)
+		}
+		ret.ID = row.ID
+		ret.MbzID = row.MusicBrainzID
+		ret.Title = row.Title
+		ret.Image = row.Image
+		ret.VariousArtists = row.VariousArtists
 	} else if opts.ArtistID != 0 && len(opts.Titles) > 0 {
 		l.Debug().Msgf("Fetching release group from DB with artist_id %d and titles %v", opts.ArtistID, opts.Titles)
-		row, err = d.q.GetReleaseByArtistAndTitles(ctx, repository.GetReleaseByArtistAndTitlesParams{
+		row, err := d.q.GetReleaseByArtistAndTitles(ctx, repository.GetReleaseByArtistAndTitlesParams{
 			ArtistID: opts.ArtistID,
 			Column1:  opts.Titles,
 		})
+		if err != nil {
+			return nil, fmt.Errorf("GetAlbum: %w", err)
+		}
+		ret.ID = row.ID
+		ret.MbzID = row.MusicBrainzID
+		ret.Title = row.Title
+		ret.Image = row.Image
+		ret.VariousArtists = row.VariousArtists
 	} else {
 		return nil, errors.New("GetAlbum: insufficient information to get album")
 	}
 
-	if err != nil {
-		return nil, fmt.Errorf("GetAlbum: %w", err)
-	}
-
 	count, err := d.q.CountListensFromRelease(ctx, repository.CountListensFromReleaseParams{
 		ListenedAt:   time.Unix(0, 0),
 		ListenedAt_2: time.Now(),
-		ReleaseID:    row.ID,
+		ReleaseID:    ret.ID,
 	})
 	if err != nil {
 		return nil, fmt.Errorf("GetAlbum: CountListensFromRelease: %w", err)
@@ -60,21 +92,16 @@ func (d *Psql) GetAlbum(ctx context.Context, opts db.GetAlbumOpts) (*models.Albu
 
 	seconds, err := d.CountTimeListenedToItem(ctx, db.TimeListenedOpts{
 		Period:  db.PeriodAllTime,
-		AlbumID: row.ID,
+		AlbumID: ret.ID,
 	})
 	if err != nil {
 		return nil, fmt.Errorf("GetAlbum: CountTimeListenedToItem: %w", err)
 	}
 
-	return &models.Album{
-		ID:             row.ID,
-		MbzID:          row.MusicBrainzID,
-		Title:          row.Title,
-		Image:          row.Image,
-		VariousArtists: row.VariousArtists,
-		ListenCount:    count,
-		TimeListened:   seconds,
-	}, nil
+	ret.ListenCount = count
+	ret.TimeListened = seconds
+
+	return ret, nil
 }
 
 func (d *Psql) SaveAlbum(ctx context.Context, opts db.SaveAlbumOpts) (*models.Album, error) {
diff --git a/internal/db/psql/track.go b/internal/db/psql/track.go
index ed7959a..572047c 100644
--- a/internal/db/psql/track.go
+++ b/internal/db/psql/track.go
@@ -2,6 +2,7 @@ package psql
 
 import (
 	"context"
+	"encoding/json"
 	"errors"
 	"fmt"
 	"strings"
@@ -34,6 +35,10 @@ func (d *Psql) GetTrack(ctx context.Context, opts db.GetTrackOpts) (*models.Trac
 			Image:    t.Image,
 			Duration: t.Duration,
 		}
+		err = json.Unmarshal(t.Artists, &track.Artists)
+		if err != nil {
+			return nil, fmt.Errorf("GetTrack: json.Unmarshal: %w", err)
+		}
 	} else if opts.MusicBrainzID != uuid.Nil {
 		l.Debug().Msgf("Fetching track from DB with MusicBrainz ID %s", opts.MusicBrainzID)
 		t, err := d.q.GetTrackByMbzID(ctx, &opts.MusicBrainzID)
diff --git a/internal/repository/release.sql.go b/internal/repository/release.sql.go
index a7a5382..ec6c467 100644
--- a/internal/repository/release.sql.go
+++ b/internal/repository/release.sql.go
@@ -85,13 +85,26 @@ func (q *Queries) DeleteReleasesFromArtist(ctx context.Context, artistID int32)
 }
 
 const getRelease = `-- name: GetRelease :one
-SELECT id, musicbrainz_id, image, various_artists, image_source, title FROM releases_with_title
+SELECT 
+  id, musicbrainz_id, image, various_artists, image_source, title,
+  get_artists_for_release(id) AS artists
+FROM releases_with_title
 WHERE id = $1 LIMIT 1
 `
 
-func (q *Queries) GetRelease(ctx context.Context, id int32) (ReleasesWithTitle, error) {
+type GetReleaseRow struct {
+	ID             int32
+	MusicBrainzID  *uuid.UUID
+	Image          *uuid.UUID
+	VariousArtists bool
+	ImageSource    pgtype.Text
+	Title          string
+	Artists        []byte
+}
+
+func (q *Queries) GetRelease(ctx context.Context, id int32) (GetReleaseRow, error) {
 	row := q.db.QueryRow(ctx, getRelease, id)
-	var i ReleasesWithTitle
+	var i GetReleaseRow
 	err := row.Scan(
 		&i.ID,
 		&i.MusicBrainzID,
@@ -99,6 +112,7 @@ func (q *Queries) GetRelease(ctx context.Context, id int32) (ReleasesWithTitle,
 		&i.VariousArtists,
 		&i.ImageSource,
 		&i.Title,
+		&i.Artists,
 	)
 	return i, err
 }
diff --git a/internal/repository/track.sql.go b/internal/repository/track.sql.go
index 88af17f..f87b180 100644
--- a/internal/repository/track.sql.go
+++ b/internal/repository/track.sql.go
@@ -344,6 +344,7 @@ func (q *Queries) GetTopTracksPaginated(ctx context.Context, arg GetTopTracksPag
 const getTrack = `-- name: GetTrack :one
 SELECT 
   t.id, t.musicbrainz_id, t.duration, t.release_id, t.title,
+  get_artists_for_track(t.id) AS artists,
   r.image
 FROM tracks_with_title t
 JOIN releases r ON t.release_id = r.id
@@ -356,6 +357,7 @@ type GetTrackRow struct {
 	Duration      int32
 	ReleaseID     int32
 	Title         string
+	Artists       []byte
 	Image         *uuid.UUID
 }
 
@@ -368,6 +370,7 @@ func (q *Queries) GetTrack(ctx context.Context, id int32) (GetTrackRow, error) {
 		&i.Duration,
 		&i.ReleaseID,
 		&i.Title,
+		&i.Artists,
 		&i.Image,
 	)
 	return i, err
diff --git a/internal/repository/year.sql.go b/internal/repository/year.sql.go
new file mode 100644
index 0000000..457052d
--- /dev/null
+++ b/internal/repository/year.sql.go
@@ -0,0 +1,616 @@
+// Code generated by sqlc. DO NOT EDIT.
+// versions:
+//   sqlc v1.29.0
+// source: year.sql
+
+package repository
+
+import (
+	"context"
+	"time"
+
+	"github.com/google/uuid"
+	"github.com/jackc/pgx/v5/pgtype"
+)
+
+const artistsOnlyPlayedOnceInYear = `-- name: ArtistsOnlyPlayedOnceInYear :many
+SELECT
+    a.id AS artist_id,
+    a.name,
+    COUNT(l.*) AS listen_count
+FROM listens l
+JOIN artist_tracks at ON at.track_id = l.track_id
+JOIN artists_with_name a ON a.id = at.artist_id
+WHERE EXTRACT(YEAR FROM l.listened_at) = $1::int AND l.user_id = $2::int
+GROUP BY a.id, a.name
+HAVING COUNT(*) = 1
+`
+
+type ArtistsOnlyPlayedOnceInYearParams struct {
+	Year   int32
+	UserID int32
+}
+
+type ArtistsOnlyPlayedOnceInYearRow struct {
+	ArtistID    int32
+	Name        string
+	ListenCount int64
+}
+
+func (q *Queries) ArtistsOnlyPlayedOnceInYear(ctx context.Context, arg ArtistsOnlyPlayedOnceInYearParams) ([]ArtistsOnlyPlayedOnceInYearRow, error) {
+	rows, err := q.db.Query(ctx, artistsOnlyPlayedOnceInYear, arg.Year, arg.UserID)
+	if err != nil {
+		return nil, err
+	}
+	defer rows.Close()
+	var items []ArtistsOnlyPlayedOnceInYearRow
+	for rows.Next() {
+		var i ArtistsOnlyPlayedOnceInYearRow
+		if err := rows.Scan(&i.ArtistID, &i.Name, &i.ListenCount); err != nil {
+			return nil, err
+		}
+		items = append(items, i)
+	}
+	if err := rows.Err(); err != nil {
+		return nil, err
+	}
+	return items, nil
+}
+
+const getArtistCountInYear = `-- name: GetArtistCountInYear :one
+SELECT
+    COUNT(DISTINCT at.artist_id) AS artist_count
+FROM listens l
+JOIN artist_tracks at ON at.track_id = l.track_id
+WHERE l.user_id = $1::int
+  AND EXTRACT(YEAR FROM l.listened_at) = $2::int
+`
+
+type GetArtistCountInYearParams struct {
+	UserID int32
+	Year   int32
+}
+
+func (q *Queries) GetArtistCountInYear(ctx context.Context, arg GetArtistCountInYearParams) (int64, error) {
+	row := q.db.QueryRow(ctx, getArtistCountInYear, arg.UserID, arg.Year)
+	var artist_count int64
+	err := row.Scan(&artist_count)
+	return artist_count, err
+}
+
+const getArtistWithLongestGapInYear = `-- name: GetArtistWithLongestGapInYear :one
+WITH first_listens AS (
+    SELECT
+        l.user_id,
+        at.artist_id,
+        MIN(l.listened_at::date) AS first_listen_of_year
+    FROM listens l
+    JOIN artist_tracks at ON at.track_id = l.track_id
+    WHERE EXTRACT(YEAR FROM l.listened_at) = $1::int
+    GROUP BY l.user_id, at.artist_id
+),
+last_listens AS (
+    SELECT
+        l.user_id,
+        at.artist_id,
+        MAX(l.listened_at::date) AS last_listen
+    FROM listens l
+    JOIN artist_tracks at ON at.track_id = l.track_id
+    WHERE l.listened_at < $2::date
+    GROUP BY l.user_id, at.artist_id
+),
+comebacks AS (
+    SELECT
+        f.user_id,
+        f.artist_id,
+        f.first_listen_of_year,
+        p.last_listen,
+        (f.first_listen_of_year - p.last_listen) AS gap_days
+    FROM first_listens f
+    JOIN last_listens p
+      ON f.user_id = p.user_id AND f.artist_id = p.artist_id
+),
+ranked AS (
+    SELECT user_id, artist_id, first_listen_of_year, last_listen, gap_days,
+        RANK() OVER (PARTITION BY user_id ORDER BY gap_days DESC) AS r
+    FROM comebacks
+)
+SELECT
+    c.user_id,
+    c.artist_id,
+    awn.name AS artist_name,
+    c.last_listen,
+    c.first_listen_of_year,
+    c.gap_days
+FROM ranked c
+JOIN artists_with_name awn ON awn.id = c.artist_id
+WHERE r = 1
+`
+
+type GetArtistWithLongestGapInYearParams struct {
+	Year           int32
+	FirstDayOfYear pgtype.Date
+}
+
+type GetArtistWithLongestGapInYearRow struct {
+	UserID            int32
+	ArtistID          int32
+	ArtistName        string
+	LastListen        interface{}
+	FirstListenOfYear interface{}
+	GapDays           int32
+}
+
+func (q *Queries) GetArtistWithLongestGapInYear(ctx context.Context, arg GetArtistWithLongestGapInYearParams) (GetArtistWithLongestGapInYearRow, error) {
+	row := q.db.QueryRow(ctx, getArtistWithLongestGapInYear, arg.Year, arg.FirstDayOfYear)
+	var i GetArtistWithLongestGapInYearRow
+	err := row.Scan(
+		&i.UserID,
+		&i.ArtistID,
+		&i.ArtistName,
+		&i.LastListen,
+		&i.FirstListenOfYear,
+		&i.GapDays,
+	)
+	return i, err
+}
+
+const getArtistsWithOnlyOnePlayInYear = `-- name: GetArtistsWithOnlyOnePlayInYear :many
+WITH first_artist_plays_in_year AS (
+    SELECT
+        l.user_id,
+        at.artist_id,
+        MIN(l.listened_at) AS first_listen
+    FROM listens l
+    JOIN artist_tracks at ON at.track_id = l.track_id
+    WHERE EXTRACT(YEAR FROM l.listened_at) = 2024
+      AND NOT EXISTS (
+          SELECT 1
+          FROM listens l2
+          JOIN artist_tracks at2 ON at2.track_id = l2.track_id
+          WHERE l2.user_id = l.user_id
+            AND at2.artist_id = at.artist_id
+            AND l2.listened_at < DATE '2024-01-01'
+      )
+    GROUP BY l.user_id, at.artist_id
+) 
+SELECT
+    f.user_id,
+    f.artist_id,
+    f.first_listen, a.name,
+    COUNT(l.*) AS total_plays_in_year
+FROM first_artist_plays_in_year f
+JOIN listens l ON l.user_id = f.user_id
+JOIN artist_tracks at ON at.track_id = l.track_id JOIN artists_with_name a ON at.artist_id = a.id
+WHERE at.artist_id = f.artist_id
+  AND EXTRACT(YEAR FROM l.listened_at) = 2024
+GROUP BY f.user_id, f.artist_id, f.first_listen, a.name HAVING COUNT(*) = 1
+`
+
+type GetArtistsWithOnlyOnePlayInYearRow struct {
+	UserID           int32
+	ArtistID         int32
+	FirstListen      interface{}
+	Name             string
+	TotalPlaysInYear int64
+}
+
+func (q *Queries) GetArtistsWithOnlyOnePlayInYear(ctx context.Context) ([]GetArtistsWithOnlyOnePlayInYearRow, error) {
+	rows, err := q.db.Query(ctx, getArtistsWithOnlyOnePlayInYear)
+	if err != nil {
+		return nil, err
+	}
+	defer rows.Close()
+	var items []GetArtistsWithOnlyOnePlayInYearRow
+	for rows.Next() {
+		var i GetArtistsWithOnlyOnePlayInYearRow
+		if err := rows.Scan(
+			&i.UserID,
+			&i.ArtistID,
+			&i.FirstListen,
+			&i.Name,
+			&i.TotalPlaysInYear,
+		); err != nil {
+			return nil, err
+		}
+		items = append(items, i)
+	}
+	if err := rows.Err(); err != nil {
+		return nil, err
+	}
+	return items, nil
+}
+
+const getFirstListenInYear = `-- name: GetFirstListenInYear :one
+SELECT 
+    l.track_id, l.listened_at, l.client, l.user_id, 
+    t.id, t.musicbrainz_id, t.duration, t.release_id, t.title, 
+    get_artists_for_track(t.id) as artists 
+FROM listens l 
+LEFT JOIN tracks_with_title t ON l.track_id = t.id 
+WHERE EXTRACT(YEAR FROM l.listened_at) = 2025 
+ORDER BY l.listened_at ASC 
+LIMIT 1
+`
+
+type GetFirstListenInYearRow struct {
+	TrackID       int32
+	ListenedAt    time.Time
+	Client        *string
+	UserID        int32
+	ID            pgtype.Int4
+	MusicBrainzID *uuid.UUID
+	Duration      pgtype.Int4
+	ReleaseID     pgtype.Int4
+	Title         pgtype.Text
+	Artists       []byte
+}
+
+func (q *Queries) GetFirstListenInYear(ctx context.Context) (GetFirstListenInYearRow, error) {
+	row := q.db.QueryRow(ctx, getFirstListenInYear)
+	var i GetFirstListenInYearRow
+	err := row.Scan(
+		&i.TrackID,
+		&i.ListenedAt,
+		&i.Client,
+		&i.UserID,
+		&i.ID,
+		&i.MusicBrainzID,
+		&i.Duration,
+		&i.ReleaseID,
+		&i.Title,
+		&i.Artists,
+	)
+	return i, err
+}
+
+const getListenPercentageInTimeWindowInYear = `-- name: GetListenPercentageInTimeWindowInYear :one
+WITH user_listens_in_year AS (
+    SELECT
+        listened_at
+    FROM listens
+    WHERE user_id = $1::int
+      AND EXTRACT(YEAR FROM listened_at) = $2::int
+),
+windowed AS (
+    SELECT
+        COUNT(*) AS in_window
+    FROM user_listens_in_year
+    WHERE EXTRACT(HOUR FROM listened_at) >= $3::int
+      AND EXTRACT(HOUR FROM listened_at) < $4::int
+),
+total AS (
+    SELECT COUNT(*) AS total_listens
+    FROM user_listens_in_year
+)
+SELECT
+    w.in_window,
+    t.total_listens,
+    ROUND((w.in_window::decimal / t.total_listens) * 100, 2) AS percent_of_total
+FROM windowed w, total t
+`
+
+type GetListenPercentageInTimeWindowInYearParams struct {
+	UserID          int32
+	Year            int32
+	HourWindowStart int32
+	HourWindowEnd   int32
+}
+
+type GetListenPercentageInTimeWindowInYearRow struct {
+	InWindow       int64
+	TotalListens   int64
+	PercentOfTotal pgtype.Numeric
+}
+
+func (q *Queries) GetListenPercentageInTimeWindowInYear(ctx context.Context, arg GetListenPercentageInTimeWindowInYearParams) (GetListenPercentageInTimeWindowInYearRow, error) {
+	row := q.db.QueryRow(ctx, getListenPercentageInTimeWindowInYear,
+		arg.UserID,
+		arg.Year,
+		arg.HourWindowStart,
+		arg.HourWindowEnd,
+	)
+	var i GetListenPercentageInTimeWindowInYearRow
+	err := row.Scan(&i.InWindow, &i.TotalListens, &i.PercentOfTotal)
+	return i, err
+}
+
+const getMostReplayedTrackInYear = `-- name: GetMostReplayedTrackInYear :one
+WITH ordered_listens AS (
+    SELECT
+        user_id,
+        track_id,
+        listened_at,
+        ROW_NUMBER() OVER (PARTITION BY user_id ORDER BY listened_at) AS rn
+    FROM listens
+    WHERE EXTRACT(YEAR FROM listened_at) = $2::int
+),
+streaks AS (
+    SELECT
+        user_id,
+        track_id,
+        listened_at,
+        rn,
+        ROW_NUMBER() OVER (PARTITION BY user_id, track_id ORDER BY listened_at) AS track_rn
+    FROM ordered_listens
+),
+grouped_streaks AS (
+    SELECT
+        user_id,
+        track_id,
+        rn - track_rn AS group_id,
+        COUNT(*) AS streak_length
+    FROM streaks
+    GROUP BY user_id, track_id, rn - track_rn
+),
+ranked_streaks AS (
+    SELECT user_id, track_id, group_id, streak_length,
+        RANK() OVER (PARTITION BY user_id ORDER BY streak_length DESC) AS r
+    FROM grouped_streaks
+)
+SELECT
+    t.id, t.musicbrainz_id, t.duration, t.release_id, t.title, 
+    get_artists_for_track(t.id) as artists,
+    streak_length
+FROM ranked_streaks rs JOIN tracks_with_title t ON rs.track_id = t.id
+WHERE user_id = $1::int AND r = 1
+`
+
+type GetMostReplayedTrackInYearParams struct {
+	UserID int32
+	Year   int32
+}
+
+type GetMostReplayedTrackInYearRow struct {
+	ID            int32
+	MusicBrainzID *uuid.UUID
+	Duration      int32
+	ReleaseID     int32
+	Title         string
+	Artists       []byte
+	StreakLength  int64
+}
+
+func (q *Queries) GetMostReplayedTrackInYear(ctx context.Context, arg GetMostReplayedTrackInYearParams) (GetMostReplayedTrackInYearRow, error) {
+	row := q.db.QueryRow(ctx, getMostReplayedTrackInYear, arg.UserID, arg.Year)
+	var i GetMostReplayedTrackInYearRow
+	err := row.Scan(
+		&i.ID,
+		&i.MusicBrainzID,
+		&i.Duration,
+		&i.ReleaseID,
+		&i.Title,
+		&i.Artists,
+		&i.StreakLength,
+	)
+	return i, err
+}
+
+const getPercentageOfTotalListensFromTopArtistsInYear = `-- name: GetPercentageOfTotalListensFromTopArtistsInYear :one
+WITH user_artist_listens AS (
+    SELECT
+        at.artist_id,
+        COUNT(*) AS listen_count
+    FROM listens l
+    JOIN artist_tracks at ON at.track_id = l.track_id
+    WHERE l.user_id = $2::int
+      AND EXTRACT(YEAR FROM l.listened_at) = $3::int
+    GROUP BY at.artist_id
+),
+top_artists AS (
+    SELECT
+        artist_id,
+        listen_count
+    FROM user_artist_listens
+    ORDER BY listen_count DESC
+    LIMIT $1
+),
+totals AS (
+    SELECT
+        (SELECT SUM(listen_count) FROM top_artists) AS top_artist_total,
+        (SELECT SUM(listen_count) FROM user_artist_listens) AS overall_total
+)
+SELECT
+    top_artist_total,
+    overall_total,
+    ROUND((top_artist_total::decimal / overall_total) * 100, 2) AS percent_of_total
+FROM totals
+`
+
+type GetPercentageOfTotalListensFromTopArtistsInYearParams struct {
+	Limit  int32
+	UserID int32
+	Year   int32
+}
+
+type GetPercentageOfTotalListensFromTopArtistsInYearRow struct {
+	TopArtistTotal int64
+	OverallTotal   int64
+	PercentOfTotal pgtype.Numeric
+}
+
+func (q *Queries) GetPercentageOfTotalListensFromTopArtistsInYear(ctx context.Context, arg GetPercentageOfTotalListensFromTopArtistsInYearParams) (GetPercentageOfTotalListensFromTopArtistsInYearRow, error) {
+	row := q.db.QueryRow(ctx, getPercentageOfTotalListensFromTopArtistsInYear, arg.Limit, arg.UserID, arg.Year)
+	var i GetPercentageOfTotalListensFromTopArtistsInYearRow
+	err := row.Scan(&i.TopArtistTotal, &i.OverallTotal, &i.PercentOfTotal)
+	return i, err
+}
+
+const getPercentageOfTotalListensFromTopTracksInYear = `-- name: GetPercentageOfTotalListensFromTopTracksInYear :one
+WITH user_listens AS (
+    SELECT
+        l.track_id,
+        COUNT(*) AS listen_count
+    FROM listens l
+    WHERE l.user_id = $2::int
+      AND EXTRACT(YEAR FROM l.listened_at) = $3::int
+    GROUP BY l.track_id
+),
+top_tracks AS (
+    SELECT
+        track_id,
+        listen_count
+    FROM user_listens
+    ORDER BY listen_count DESC
+    LIMIT $1
+),
+totals AS (
+    SELECT
+        (SELECT SUM(listen_count) FROM top_tracks) AS top_tracks_total,
+        (SELECT SUM(listen_count) FROM user_listens) AS overall_total
+)
+SELECT
+    top_tracks_total,
+    overall_total,
+    ROUND((top_tracks_total::decimal / overall_total) * 100, 2) AS percent_of_total
+FROM totals
+`
+
+type GetPercentageOfTotalListensFromTopTracksInYearParams struct {
+	Limit  int32
+	UserID int32
+	Year   int32
+}
+
+type GetPercentageOfTotalListensFromTopTracksInYearRow struct {
+	TopTracksTotal int64
+	OverallTotal   int64
+	PercentOfTotal pgtype.Numeric
+}
+
+func (q *Queries) GetPercentageOfTotalListensFromTopTracksInYear(ctx context.Context, arg GetPercentageOfTotalListensFromTopTracksInYearParams) (GetPercentageOfTotalListensFromTopTracksInYearRow, error) {
+	row := q.db.QueryRow(ctx, getPercentageOfTotalListensFromTopTracksInYear, arg.Limit, arg.UserID, arg.Year)
+	var i GetPercentageOfTotalListensFromTopTracksInYearRow
+	err := row.Scan(&i.TopTracksTotal, &i.OverallTotal, &i.PercentOfTotal)
+	return i, err
+}
+
+const getTracksPlayedAtLeastOncePerMonthInYear = `-- name: GetTracksPlayedAtLeastOncePerMonthInYear :many
+WITH monthly_plays AS (
+    SELECT
+        l.track_id,
+        EXTRACT(MONTH FROM l.listened_at) AS month
+    FROM listens l
+    WHERE EXTRACT(YEAR FROM l.listened_at) = $1::int
+    GROUP BY l.track_id, EXTRACT(MONTH FROM l.listened_at)
+),
+monthly_counts AS (
+    SELECT
+        track_id,
+        COUNT(DISTINCT month) AS months_played
+    FROM monthly_plays
+    GROUP BY track_id
+)
+SELECT
+    t.id AS track_id,
+    t.title
+FROM monthly_counts mc
+JOIN tracks_with_title t ON t.id = mc.track_id
+WHERE mc.months_played = 12
+`
+
+type GetTracksPlayedAtLeastOncePerMonthInYearRow struct {
+	TrackID int32
+	Title   string
+}
+
+func (q *Queries) GetTracksPlayedAtLeastOncePerMonthInYear(ctx context.Context, userID int32) ([]GetTracksPlayedAtLeastOncePerMonthInYearRow, error) {
+	rows, err := q.db.Query(ctx, getTracksPlayedAtLeastOncePerMonthInYear, userID)
+	if err != nil {
+		return nil, err
+	}
+	defer rows.Close()
+	var items []GetTracksPlayedAtLeastOncePerMonthInYearRow
+	for rows.Next() {
+		var i GetTracksPlayedAtLeastOncePerMonthInYearRow
+		if err := rows.Scan(&i.TrackID, &i.Title); err != nil {
+			return nil, err
+		}
+		items = append(items, i)
+	}
+	if err := rows.Err(); err != nil {
+		return nil, err
+	}
+	return items, nil
+}
+
+const getWeekWithMostListensInYear = `-- name: GetWeekWithMostListensInYear :one
+SELECT
+    DATE_TRUNC('week', listened_at + INTERVAL '1 day') - INTERVAL '1 day' AS week_start,
+    COUNT(*) AS listen_count
+FROM listens 
+WHERE EXTRACT(YEAR FROM listened_at) = $1::int 
+    AND user_id = $2::int
+GROUP BY week_start
+ORDER BY listen_count DESC
+LIMIT 1
+`
+
+type GetWeekWithMostListensInYearParams struct {
+	Year   int32
+	UserID int32
+}
+
+type GetWeekWithMostListensInYearRow struct {
+	WeekStart   int32
+	ListenCount int64
+}
+
+func (q *Queries) GetWeekWithMostListensInYear(ctx context.Context, arg GetWeekWithMostListensInYearParams) (GetWeekWithMostListensInYearRow, error) {
+	row := q.db.QueryRow(ctx, getWeekWithMostListensInYear, arg.Year, arg.UserID)
+	var i GetWeekWithMostListensInYearRow
+	err := row.Scan(&i.WeekStart, &i.ListenCount)
+	return i, err
+}
+
+const tracksOnlyPlayedOnceInYear = `-- name: TracksOnlyPlayedOnceInYear :many
+SELECT
+    t.id AS track_id,
+    t.title,
+    get_artists_for_track(t.id) as artists,
+    COUNT(l.*) AS listen_count
+FROM listens l
+JOIN tracks_with_title t ON t.id = l.track_id
+WHERE EXTRACT(YEAR FROM l.listened_at) = $2::int AND l.user_id = $3::int
+GROUP BY t.id, t.title
+HAVING COUNT(*) = 1
+LIMIT $1
+`
+
+type TracksOnlyPlayedOnceInYearParams struct {
+	Limit  int32
+	Year   int32
+	UserID int32
+}
+
+type TracksOnlyPlayedOnceInYearRow struct {
+	TrackID     int32
+	Title       string
+	Artists     []byte
+	ListenCount int64
+}
+
+func (q *Queries) TracksOnlyPlayedOnceInYear(ctx context.Context, arg TracksOnlyPlayedOnceInYearParams) ([]TracksOnlyPlayedOnceInYearRow, error) {
+	rows, err := q.db.Query(ctx, tracksOnlyPlayedOnceInYear, arg.Limit, arg.Year, arg.UserID)
+	if err != nil {
+		return nil, err
+	}
+	defer rows.Close()
+	var items []TracksOnlyPlayedOnceInYearRow
+	for rows.Next() {
+		var i TracksOnlyPlayedOnceInYearRow
+		if err := rows.Scan(
+			&i.TrackID,
+			&i.Title,
+			&i.Artists,
+			&i.ListenCount,
+		); err != nil {
+			return nil, err
+		}
+		items = append(items, i)
+	}
+	if err := rows.Err(); err != nil {
+		return nil, err
+	}
+	return items, nil
+}