diff --git a/accountant/models/operations.py b/accountant/models/operations.py
index 4e8f5d0..ee9ce69 100644
--- a/accountant/models/operations.py
+++ b/accountant/models/operations.py
@@ -166,8 +166,9 @@ class Operation(db.Model):
         return query
 
     @classmethod
-    def get_ohlc_per_day_for_range(cls, account, begin=None, end=None):
-        """Get Opening, High, Low, Closing per day for a specific range"""
+    def query_daily_balances(cls, account, begin=None, end=None):
+        """Get expenses, revenues, income and balance per day for a specific
+        range and a specific account."""
         if isinstance(account, (int, str)):
             account_id = account
         else:
@@ -175,53 +176,65 @@ class Operation(db.Model):
 
         end = end if end else arrow.now().ceil('month').date()
 
-        sold = db.func.sum(cls.value).over(
-            order_by=[cls.operation_date, db.desc(cls.value), cls.label]
-        )
-
-        previous = sold - cls.value
-
-        subquery = db.session.query(
-            cls.operation_date,
-            sold.label("sold"),
-            previous.label("previous")
-        ).filter(
-            cls.account_id == account_id,
-            cls.canceled == db.false()
-        ).subquery()
-
         query = db.session.query(
-            subquery.c.operation_date,
-            db.func.first_value(subquery.c.previous).over(
-                partition_by=subquery.c.operation_date
-            ).label("open"),
-            db.func.max(
-                db.func.greatest(
-                    subquery.c.previous, subquery.c.sold
+            cls.operation_date,
+            db.func.coalesce(
+                db.func.sum(
+                    cls.value
+                ).filter(
+                    db.func.sign(cls.value) == -1
+                ).over(
+                    partition_by=[cls.account_id, cls.operation_date],
+                ),
+                0
+            ).label("expenses"),
+            db.func.coalesce(
+                db.func.sum(
+                    cls.value
+                ).filter(
+                    db.func.sign(cls.value) == 1
+                ).over(
+                    partition_by=[cls.account_id, cls.operation_date],
+                ),
+                0
+            ).label("revenues"),
+            db.func.coalesce(
+                db.func.sum(
+                    cls.value
+                ).over(
+                    partition_by=[cls.account_id, cls.operation_date],
                 )
-            ).over(
-                partition_by=subquery.c.operation_date
-            ).label('high'),
-            db.func.min(
-                db.func.least(
-                    subquery.c.previous, subquery.c.sold
+            ).label("income"),
+            db.func.coalesce(
+                db.func.sum(
+                    cls.value
+                ).over(
+                    partition_by=cls.account_id,
+                    order_by=cls.operation_date
                 )
-            ).over(
-                partition_by=subquery.c.operation_date
-            ).label('low'),
-            db.func.last_value(subquery.c.sold).over(
-                partition_by=subquery.c.operation_date
-            ).label('close')
-        ).distinct()
+            ).label("balance")
+        ).distinct(
+        ).order_by(
+            cls.operation_date
+        ).filter(
+            cls.account_id == account_id
+        )
 
         if begin:
-            query = query.filter(subquery.c.operation_date >= str(begin))
+            base_query = query.subquery()
 
-        if end:
-            query = query.filter(subquery.c.operation_date <= str(end))
+            query = db.session.query(
+                base_query
+            ).filter(
+                base_query.c.operation_date >= str(begin)
+            ).order_by(
+                base_query.c.operation_date
+            )
 
-        query = query.order_by(
-            subquery.c.operation_date
-        )
+            if end:
+                query = query.filter(query.c.operation_date <= str(end))
+
+        elif end:
+            query = query.filter(cls.operation_date <= str(end))
 
         return query
diff --git a/accountant/views/accounts.py b/accountant/views/accounts.py
index eab9d77..093e3df 100644
--- a/accountant/views/accounts.py
+++ b/accountant/views/accounts.py
@@ -7,7 +7,7 @@ import dateutil.parser
 from flask_jwt_extended import jwt_required
 from flask_restplus import Namespace, Resource, fields
 
-from ..models import db, row_as_dict
+from ..models import db, row_as_dict, result_as_dicts
 from ..models.accounts import Account
 from ..models.operations import Operation
 
@@ -71,33 +71,33 @@ category_model = ns.model('Category', {
         description='Total income for the category')
 })
 
-# OHLC model.
-ohlc_model = ns.model('OHLC', {
-    'operation_date': fields.DateTime(
+# Daily balance model.
+daily_balance_model = ns.model('Daily balance', {
+    'operation_date': fields.Date(
         dt_format='iso8601',
         readonly=True,
         required=True,
-        description='Date of the OHLC object'
+        description='Date'
     ),
-    'open': fields.Float(
+    'expenses': fields.Float(
         readonly=True,
         required=True,
-        description='Open value'
+        description='Expenses'
     ),
-    'high': fields.Float(
+    'revenues': fields.Float(
         readonly=True,
         required=True,
-        description='High value'
+        description='Revenues'
     ),
-    'low': fields.Float(
+    'income': fields.Float(
         readonly=True,
         required=True,
-        description='Low value'
+        description='Income'
     ),
-    'close': fields.Float(
+    'balance': fields.Float(
         readonly=True,
         required=True,
-        description='Close value'
+        description='Balance'
     )
 })
 
@@ -330,26 +330,29 @@ class CategoryResource(Resource):
         return Operation.get_categories_for_range(account_id, **data).all()
 
 
-@ns.route('/<int:account_id>/ohlc')
+@ns.route('/<int:account_id>/daily_balances')
 @ns.doc(
     security='apikey',
     params={
         'account_id': 'Id of the account to manage'
     },
     responses={
-        200: ('OK', [ohlc_model]),
+        200: ('OK', [daily_balance_model]),
         401: 'Unauthorized',
         404: 'Account not found'
     })
-class OHLCResource(Resource):
-    """Resource to expose OHLC."""
+class DailyBalancesResource(Resource):
+    """Resource to expose account daily balances."""
 
     @ns.expect(range_parser)
-    @ns.marshal_list_with(ohlc_model)
+    @ns.marshal_list_with(daily_balance_model)
     @jwt_required
     def get(self, account_id):
-        """Get OHLC data for a specific date range and account."""
+        """Get account daily balance data for a specific date range and
+        account."""
 
         data = range_parser.parse_args()
 
-        return Operation.get_ohlc_per_day_for_range(account_id, **data).all()
+        return list(result_as_dicts(
+            Operation.query_daily_balances(account_id, **data)
+        )), 200