diff --git a/client/src/components/MainWindow.tsx b/client/src/components/MainWindow.tsx
index d3b73f1..46153ca 100644
--- a/client/src/components/MainWindow.tsx
+++ b/client/src/components/MainWindow.tsx
@@ -9,6 +9,7 @@ import ArtistWindow from './windows/ArtistWindow';
 import AlbumWindow from './windows/AlbumWindow';
 import TagWindow from './windows/TagWindow';
 import SongWindow from './windows/SongWindow';
+import StatisticsWindow from './windows/StatisticsWindow';
 var _ = require('lodash');
 
 const darkTheme = createMuiTheme({
@@ -76,6 +77,7 @@ export default function MainWindow(props: any) {
             newWindowState[WindowType.Album](),
             newWindowState[WindowType.Artist](),
             newWindowState[WindowType.Tag](),
+            newWindowState[WindowType.Statistics](),
         ],
         tabReducers: [
             newWindowReducer[WindowType.Query],
@@ -83,6 +85,7 @@ export default function MainWindow(props: any) {
             newWindowReducer[WindowType.Album],
             newWindowReducer[WindowType.Artist],
             newWindowReducer[WindowType.Tag],
+            newWindowReducer[WindowType.Statistics],
         ],
         tabTypes: [
             WindowType.Query,
@@ -90,6 +93,7 @@ export default function MainWindow(props: any) {
             WindowType.Album,
             WindowType.Artist,
             WindowType.Tag,
+            WindowType.Statistics,
         ],
         activeTab: 0
     })
@@ -134,6 +138,12 @@ export default function MainWindow(props: any) {
                     dispatch={tabDispatch}
                     mainDispatch={dispatch}
                 />
+            case WindowType.Statistics:
+                return <StatisticsWindow
+                    state={tabState}
+                    dispatch={tabDispatch}
+                    mainDispatch={dispatch}
+                />
             default:
                 throw new Error("Unimplemented window type");
         }
diff --git a/client/src/components/appbar/AddTabMenu.tsx b/client/src/components/appbar/AddTabMenu.tsx
index b001fe1..be3315c 100644
--- a/client/src/components/appbar/AddTabMenu.tsx
+++ b/client/src/components/appbar/AddTabMenu.tsx
@@ -28,5 +28,13 @@ export default function AddTabMenu(props: IProps) {
                 })
             }}
         >{WindowType.Query}</MenuItem>
+        <MenuItem
+            onClick={() => {
+                props.onClose();
+                props.onCreateTab({
+                    windowType: WindowType.Statistics,
+                })
+            }}
+        >{WindowType.Statistics}</MenuItem>
     </Menu>
 }
\ No newline at end of file
diff --git a/client/src/components/common/StoreLinkIcon.tsx b/client/src/components/common/StoreLinkIcon.tsx
index 7359ab0..90697e6 100644
--- a/client/src/components/common/StoreLinkIcon.tsx
+++ b/client/src/components/common/StoreLinkIcon.tsx
@@ -1,26 +1,16 @@
 import React from 'react';
 import { ReactComponent as GPMIcon } from '../../assets/googleplaymusic_icon.svg';
-
-export enum ExternalStore {
-    GooglePlayMusic = "GPM",
-}
+import { MusicStore } from '../../lib/MusicStore';
 
 export interface IProps {
-    whichStore: ExternalStore,
-}
-
-export function whichStore(url: string) {
-    if(url.includes('play.google.com')) {
-        return ExternalStore.GooglePlayMusic;
-    }
-    return undefined;
+    whichStore: MusicStore,
 }
 
 export default function StoreLinkIcon(props: any) {
     const { whichStore, ...restProps } = props;
 
     switch(whichStore) {
-        case ExternalStore.GooglePlayMusic:
+        case MusicStore.GooglePlayMusic:
             return <GPMIcon {...restProps}/>;
         default:
             throw new Error("Unknown external store: " + whichStore)
diff --git a/client/src/components/tables/ResultsTable.tsx b/client/src/components/tables/ResultsTable.tsx
index cce223f..434821e 100644
--- a/client/src/components/tables/ResultsTable.tsx
+++ b/client/src/components/tables/ResultsTable.tsx
@@ -7,18 +7,7 @@ import PersonIcon from '@material-ui/icons/Person';
 import AlbumIcon from '@material-ui/icons/Album';
 import AudiotrackIcon from '@material-ui/icons/Audiotrack';
 import LocalOfferIcon from '@material-ui/icons/LocalOffer';
-import { songGetters } from '../../lib/songGetters';
-
-export interface SongGetters {
-    getTitle: (song: any) => string,
-    getId: (song: any) => number,
-    getArtistNames: (song: any) => string[],
-    getArtistIds: (song: any) => number[],
-    getAlbumNames: (song: any) => string[],
-    getAlbumIds: (song: any) => number[],
-    getTagNames: (song: any) => string[][], // Each tag is represented as a series of strings.
-    getTagIds: (song: any) => number[][], // Each tag is represented as a series of ids.
-}
+import { songGetters, SongGetters } from '../../lib/songGetters';
 
 export interface IProps {
     songs: any[],
diff --git a/client/src/components/windows/AlbumWindow.tsx b/client/src/components/windows/AlbumWindow.tsx
index 6cefcb8..658eb8e 100644
--- a/client/src/components/windows/AlbumWindow.tsx
+++ b/client/src/components/windows/AlbumWindow.tsx
@@ -3,11 +3,13 @@ import { Box, Typography, IconButton, CircularProgress } from '@material-ui/core
 import AlbumIcon from '@material-ui/icons/Album';
 import * as serverApi from '../../api';
 import { WindowState } from './Windows';
-import StoreLinkIcon, { whichStore } from '../common/StoreLinkIcon';
+import StoreLinkIcon from '../common/StoreLinkIcon';
 import EditableText from '../common/EditableText';
 import SubmitChangesButton from '../common/SubmitChangesButton';
-import SongTable, { SongGetters } from '../tables/ResultsTable';
+import SongTable from '../tables/ResultsTable';
 import { saveAlbumChanges } from '../../lib/saveChanges';
+import { whichStore } from '../../lib/MusicStore';
+import { SongGetters } from '../../lib/songGetters';
 var _ = require('lodash');
 
 export type AlbumMetadata = serverApi.AlbumDetails;
diff --git a/client/src/components/windows/ArtistWindow.tsx b/client/src/components/windows/ArtistWindow.tsx
index 7b8ed4c..afea3b6 100644
--- a/client/src/components/windows/ArtistWindow.tsx
+++ b/client/src/components/windows/ArtistWindow.tsx
@@ -3,11 +3,13 @@ import { Box, Typography, IconButton, Button, CircularProgress } from '@material
 import PersonIcon from '@material-ui/icons/Person';
 import * as serverApi from '../../api';
 import { WindowState } from './Windows';
-import StoreLinkIcon, { whichStore } from '../common/StoreLinkIcon';
+import StoreLinkIcon from '../common/StoreLinkIcon';
 import EditableText from '../common/EditableText';
 import SubmitChangesButton from '../common/SubmitChangesButton';
-import SongTable, { SongGetters } from '../tables/ResultsTable';
+import SongTable from '../tables/ResultsTable';
 import { saveArtistChanges } from '../../lib/saveChanges';
+import { whichStore } from '../../lib/MusicStore';
+import { SongGetters } from '../../lib/songGetters';
 var _ = require('lodash');
 
 export type ArtistMetadata = serverApi.ArtistDetails;
diff --git a/client/src/components/windows/SongWindow.tsx b/client/src/components/windows/SongWindow.tsx
index bf69c84..dffc371 100644
--- a/client/src/components/windows/SongWindow.tsx
+++ b/client/src/components/windows/SongWindow.tsx
@@ -7,10 +7,11 @@ import * as serverApi from '../../api';
 import { WindowState } from './Windows';
 import { ArtistMetadata } from './ArtistWindow';
 import { AlbumMetadata } from './AlbumWindow';
-import StoreLinkIcon, { whichStore } from '../common/StoreLinkIcon';
+import StoreLinkIcon from '../common/StoreLinkIcon';
 import EditableText from '../common/EditableText';
 import SubmitChangesButton from '../common/SubmitChangesButton';
 import { saveSongChanges } from '../../lib/saveChanges';
+import { whichStore } from '../../lib/MusicStore';
 
 export type SongMetadata = serverApi.SongDetails;
 export type SongMetadataChanges = serverApi.ModifySongRequest;
diff --git a/client/src/components/windows/StatisticsWindow.tsx b/client/src/components/windows/StatisticsWindow.tsx
new file mode 100644
index 0000000..4b167b9
--- /dev/null
+++ b/client/src/components/windows/StatisticsWindow.tsx
@@ -0,0 +1,251 @@
+import React, { useEffect, useState } from 'react';
+import { WindowState } from "./Windows"
+import { MusicStore, whichStore } from '../../lib/MusicStore';
+import { songGetters, SongGetters } from '../../lib/songGetters';
+import { Typography, Box, CircularProgress, Paper } from '@material-ui/core';
+import EqualizerIcon from '@material-ui/icons/Equalizer';
+import * as serverApi from '../../api';
+
+var _ = require('lodash');
+
+export interface SongStatistics {
+    numberOf: number,
+    noAlbum: number,
+    noArtist: number,
+    perStore: Record<MusicStore, number>,
+}
+
+export interface AlbumStatistics {
+    numberOf: number,
+    noSongs: number,
+    noArtist: number,
+    perStore: Record<MusicStore, number>,
+}
+
+export interface ArtistStatistics {
+    numberOf: number,
+    noSongs: number,
+    noAlbums: number,
+    perStore: Record<MusicStore, number>,
+}
+
+export interface TagStatistics {
+    numberOf: number,
+    noItems: number,
+}
+
+
+export interface Statistics {
+    songStats: SongStatistics,
+    artistStats: ArtistStatistics,
+    albumStats: AlbumStatistics,
+    tagStats: TagStatistics,
+}
+export function newStatistics(): Statistics {
+    return {
+        songStats: {
+            numberOf: 0,
+            noAlbum: 0,
+            noArtist: 0,
+            perStore: {
+                [MusicStore.GooglePlayMusic]: 0
+            }
+        },
+        artistStats: {
+            numberOf: 0,
+            noAlbums: 0,
+            noSongs: 0,
+            perStore: {
+                [MusicStore.GooglePlayMusic]: 0
+            }
+        },
+        albumStats: {
+            numberOf: 0,
+            noArtist: 0,
+            noSongs: 0,
+            perStore: {
+                [MusicStore.GooglePlayMusic]: 0
+            }
+        },
+        tagStats: {
+            numberOf: 0,
+            noItems: 0,
+        }
+    };
+}
+
+export interface StatisticsWindowState extends WindowState {
+    stats: Statistics | null,
+    retrievingStats: boolean,
+}
+
+export enum StatisticsWindowStateActions {
+    Reset = "Reset",
+    AddSongs = "AddSongs",
+    SetRetrieving = "SetRetrieving",
+}
+
+export function StatisticsWindowReducer(state: StatisticsWindowState, action: any) {
+    switch (action.type) {
+        case StatisticsWindowStateActions.Reset:
+            return {
+                ...state,
+                stats: null,
+                retrievingStats: true,
+            };
+        case StatisticsWindowStateActions.AddSongs:
+            return {
+                ...state,
+                stats: addSongs(state.stats, action.songs, songGetters)
+            };
+        case StatisticsWindowStateActions.SetRetrieving:
+            return {
+                ...state,
+                retrievingStats: action.value,
+            };
+        default:
+            throw new Error("Unimplemented SongWindow state update.")
+    }
+}
+
+export function addSongs(stats: Statistics | null, songs: any[], songGetters: SongGetters) {
+    var r: Statistics = stats ? _.cloneDeep(stats) : newStatistics();
+
+    songs.forEach((song: any) => {
+        r.songStats.numberOf++;
+        if (songGetters.getAlbumIds(song) === []) { r.songStats.noAlbum++; }
+        if (songGetters.getArtistIds(song) === []) { r.songStats.noArtist++; }
+        songGetters.getStoreLinks(song).forEach((link: string) => {
+            const which = whichStore(link);
+            if (which) {
+                r.songStats.perStore[which]++;
+            }
+        })
+    })
+
+    return r;
+}
+
+export async function gatherStats(dispatch: (action: any) => void) {
+    // Gather 50 songs at a time
+    for (let i = 0; ; i += 50) {
+        var q: serverApi.QueryRequest = {
+            query: {},
+            offsetsLimits: {
+                songOffset: i,
+                songLimit: 50,
+            },
+            ordering: {
+                orderBy: {
+                    type: serverApi.OrderByType.Name,
+                },
+                ascending: true,
+            },
+        };
+
+        const requestOpts = {
+            method: 'POST',
+            headers: { 'Content-Type': 'application/json' },
+            body: JSON.stringify(q),
+        };
+        const response = await fetch((process.env.REACT_APP_BACKEND || "") + serverApi.QueryEndpoint, requestOpts)
+        let json: any = await response.json();
+        const songs = json.songs;
+
+        if (!songs.length || songs.length === 0) {
+            // No more songs.
+            break;
+        }
+        dispatch({
+            type: StatisticsWindowStateActions.AddSongs,
+            songs: songs,
+        })
+    }
+}
+
+export function StatisticsDisplay(props: { stats: Statistics }) {
+    return <Box display="flex" alignItems="center">
+        <Box m={2}>
+            <Paper>
+                <Box p={2}>
+                    <Box mb={1}><Typography variant="h4">Songs</Typography></Box>
+                    <Typography>Total: {props.stats.songStats.numberOf}</Typography>
+                    <Typography>Without album: {props.stats.songStats.noAlbum}</Typography>
+                    <Typography>Without artist: {props.stats.songStats.noArtist}</Typography>
+                    <Typography>Linked to Google Play Music: {props.stats.songStats.perStore[MusicStore.GooglePlayMusic]}</Typography>
+                </Box>
+            </Paper>
+        </Box>
+        <Box m={2}>
+            <Paper>
+                <Box p={2}>
+                    <Box mb={1}><Typography variant="h4">Artists</Typography></Box>
+                    <Typography>Total: {props.stats.artistStats.numberOf}</Typography>
+                    <Typography>Without album: {props.stats.artistStats.noAlbums}</Typography>
+                    <Typography>Without songs: {props.stats.artistStats.noSongs}</Typography>
+                    <Typography>Linked to Google Play Music: {props.stats.artistStats.perStore[MusicStore.GooglePlayMusic]}</Typography>
+                </Box>
+            </Paper>
+        </Box>
+        <Box m={2}>
+            <Paper>
+                <Box p={2}>
+                    <Box mb={1}><Typography variant="h4">Albums</Typography></Box>
+                    <Typography>Total: {props.stats.albumStats.numberOf}</Typography>
+                    <Typography>Without album: {props.stats.albumStats.noArtist}</Typography>
+                    <Typography>Without songs: {props.stats.albumStats.noSongs}</Typography>
+                    <Typography>Linked to Google Play Music: {props.stats.albumStats.perStore[MusicStore.GooglePlayMusic]}</Typography>
+                </Box>
+            </Paper>
+        </Box>
+        <Box m={2}>
+            <Paper>
+                <Box p={2}>
+                    <Box mb={1}><Typography variant="h4">Tags</Typography></Box>
+                    <Typography>Total: {props.stats.tagStats.numberOf}</Typography>
+                    <Typography>Unused: {props.stats.tagStats.noItems}</Typography>
+                </Box>
+            </Paper>
+        </Box>
+    </Box >
+}
+
+export interface IProps {
+    state: StatisticsWindowState,
+    dispatch: (action: any) => void,
+    mainDispatch: (action: any) => void,
+}
+
+export default function StatisticsWindow(props: IProps) {
+    useEffect(() => {
+        if (!props.state.retrievingStats) return;
+
+        props.dispatch({
+            type: StatisticsWindowStateActions.Reset
+        })
+        gatherStats(props.dispatch).then(() => {
+            props.dispatch({
+                type: StatisticsWindowStateActions.SetRetrieving,
+                value: false,
+            })
+        })
+    }, [props.state.retrievingStats])
+
+    return <Box width="100%" justifyContent="center" display="flex" flexWrap="wrap">
+        <Box
+            m={1}
+            mt={4}
+            width="80%"
+        >
+            <EqualizerIcon style={{ fontSize: 80 }} />
+        </Box>
+        <Box
+            m={1}
+            mt={4}
+            width="80%"
+        >
+            <Box visibility={props.state.retrievingStats ? "visible" : "hidden"}><CircularProgress /></Box>
+            {props.state.stats && <StatisticsDisplay stats={props.state.stats} />}
+        </Box>
+    </Box>
+}
\ No newline at end of file
diff --git a/client/src/components/windows/TagWindow.tsx b/client/src/components/windows/TagWindow.tsx
index 676aef5..0c879be 100644
--- a/client/src/components/windows/TagWindow.tsx
+++ b/client/src/components/windows/TagWindow.tsx
@@ -3,11 +3,13 @@ import { Box, Typography, IconButton, CircularProgress } from '@material-ui/core
 import LocalOfferIcon from '@material-ui/icons/LocalOffer';
 import * as serverApi from '../../api';
 import { WindowState } from './Windows';
-import StoreLinkIcon, { whichStore } from '../common/StoreLinkIcon';
+import StoreLinkIcon from '../common/StoreLinkIcon';
 import EditableText from '../common/EditableText';
 import SubmitChangesButton from '../common/SubmitChangesButton';
-import SongTable, { SongGetters } from '../tables/ResultsTable';
+import SongTable from '../tables/ResultsTable';
 import { saveTagChanges } from '../../lib/saveChanges';
+import { whichStore } from '../../lib/MusicStore';
+import { SongGetters } from '../../lib/songGetters';
 var _ = require('lodash');
 
 export interface FullTagMetadata extends serverApi.TagDetails {
diff --git a/client/src/components/windows/Windows.tsx b/client/src/components/windows/Windows.tsx
index d5840e5..e6c1951 100644
--- a/client/src/components/windows/Windows.tsx
+++ b/client/src/components/windows/Windows.tsx
@@ -4,11 +4,13 @@ import { ArtistWindowReducer } from "./ArtistWindow";
 import SearchIcon from '@material-ui/icons/Search';
 import PersonIcon from '@material-ui/icons/Person';
 import AlbumIcon from '@material-ui/icons/Album';
+import EqualizerIcon from '@material-ui/icons/Equalizer';
 import LocalOfferIcon from '@material-ui/icons/LocalOffer';
 import AudiotrackIcon from '@material-ui/icons/Audiotrack';
 import { SongWindowReducer } from './SongWindow';
 import { AlbumWindowReducer } from './AlbumWindow';
 import { TagWindowReducer } from './TagWindow';
+import { StatisticsWindowReducer } from './StatisticsWindow';
 import { songGetters } from '../../lib/songGetters';
 
 export enum WindowType {
@@ -17,6 +19,7 @@ export enum WindowType {
     Album = "Album",
     Tag = "Tag",
     Song = "Song",
+    Statistics = "Statistics",
 }
 
 export interface WindowState {
@@ -29,6 +32,7 @@ export const newWindowReducer = {
     [WindowType.Album]: AlbumWindowReducer,
     [WindowType.Song]: SongWindowReducer,
     [WindowType.Tag]: TagWindowReducer,
+    [WindowType.Statistics]: StatisticsWindowReducer,
 }
 
 export const newWindowState = {
@@ -78,4 +82,11 @@ export const newWindowState = {
             songsWithTag: null,
         }
     },
+    [WindowType.Statistics]: () => {
+        return {
+            tabLabel: <><EqualizerIcon/>Statistics</>,
+            stats: null,
+            retrievingStats: true,
+        }
+    }
 }
\ No newline at end of file
diff --git a/client/src/lib/MusicStore.tsx b/client/src/lib/MusicStore.tsx
new file mode 100644
index 0000000..7a9a638
--- /dev/null
+++ b/client/src/lib/MusicStore.tsx
@@ -0,0 +1,9 @@
+export enum MusicStore {
+    GooglePlayMusic = "GPM",
+}
+export function whichStore(url: string) {
+    if(url.includes('play.google.com')) {
+        return MusicStore.GooglePlayMusic;
+    }
+    return undefined;
+}
\ No newline at end of file
diff --git a/client/src/lib/songGetters.tsx b/client/src/lib/songGetters.tsx
index 4f75cc9..ef2d660 100644
--- a/client/src/lib/songGetters.tsx
+++ b/client/src/lib/songGetters.tsx
@@ -1,4 +1,16 @@
-export const songGetters = {
+export interface SongGetters {
+    getTitle: (song: any) => string,
+    getId: (song: any) => number,
+    getArtistNames: (song: any) => string[],
+    getArtistIds: (song: any) => number[],
+    getAlbumNames: (song: any) => string[],
+    getAlbumIds: (song: any) => number[],
+    getTagNames: (song: any) => string[][], // Each tag is represented as a series of strings.
+    getTagIds: (song: any) => number[][], // Each tag is represented as a series of ids.
+    getStoreLinks: (song: any) => string[],
+}
+
+export const songGetters: SongGetters = {
     getTitle: (song: any) => song.title,
     getId: (song: any) => song.songId,
     getArtistNames: (song: any) => song.artists.map((a: any) => a.name),
@@ -25,4 +37,7 @@ export const songGetters = {
 
         return song.tags.map((tag: any) => resolveTag(tag));
     },
+    getStoreLinks: (song: any) => {
+        return song.storeLinks;
+    }
 }
\ No newline at end of file