diff --git a/account_bank_statement_import_split/__init__.py b/account_bank_statement_import_split/__init__.py
new file mode 100644
index 0000000..31660d6
--- /dev/null
+++ b/account_bank_statement_import_split/__init__.py
@@ -0,0 +1,3 @@
+# License AGPL-3.0 or later (https://www.gnu.org/licenses/agpl).
+
+from . import models
diff --git a/account_bank_statement_import_split/__manifest__.py b/account_bank_statement_import_split/__manifest__.py
new file mode 100644
index 0000000..a8d133b
--- /dev/null
+++ b/account_bank_statement_import_split/__manifest__.py
@@ -0,0 +1,21 @@
+# Copyright 2019 Brainbean Apps (https://brainbeanapps.com)
+# License AGPL-3.0 or later (https://www.gnu.org/licenses/agpl).
+
+{
+    'name': 'Online Bank Statements Import Split',
+    'version': '12.0.1.0.0',
+    'author':
+        'Brainbean Apps, '
+        'Odoo Community Association (OCA)',
+    'website': 'https://github.com/OCA/bank-statement-import/',
+    'license': 'AGPL-3',
+    'category': 'Accounting',
+    'summary': 'Split statements during import',
+    'depends': [
+        'account_bank_statement_import',
+    ],
+    'data': [
+        'views/account_bank_statement_import.xml',
+    ],
+    'installable': True,
+}
diff --git a/account_bank_statement_import_split/models/__init__.py b/account_bank_statement_import_split/models/__init__.py
new file mode 100644
index 0000000..89d280c
--- /dev/null
+++ b/account_bank_statement_import_split/models/__init__.py
@@ -0,0 +1,3 @@
+# License AGPL-3.0 or later (https://www.gnu.org/licenses/agpl).
+
+from . import account_bank_statement_import
diff --git a/account_bank_statement_import_split/models/account_bank_statement_import.py b/account_bank_statement_import_split/models/account_bank_statement_import.py
new file mode 100644
index 0000000..c28f6b0
--- /dev/null
+++ b/account_bank_statement_import_split/models/account_bank_statement_import.py
@@ -0,0 +1,153 @@
+# Copyright 2019 Brainbean Apps (https://brainbeanapps.com)
+# License AGPL-3.0 or later (https://www.gnu.org/licenses/agpl.html).
+
+from odoo import api, fields, models
+
+from dateutil.relativedelta import relativedelta, MO
+from decimal import Decimal
+
+
+class AccountBankStatementImport(models.TransientModel):
+    _inherit = 'account.bank.statement.import'
+
+    import_mode = fields.Selection(
+        selection=[
+            ('single', 'Single statement'),
+            ('daily', 'Daily statements'),
+            ('weekly', 'Weekly statements'),
+            ('monthly', 'Monthly statements'),
+        ],
+        default='single',
+    )
+
+    def _complete_stmts_vals(self, stmts_vals, journal, account_number):
+        stmts_vals = super()._complete_stmts_vals(
+            stmts_vals,
+            journal,
+            account_number
+        )
+        if not self.import_mode or self.import_mode == 'single':
+            return stmts_vals
+        statements = []
+        for st_vals in stmts_vals:
+            transactions = list(sorted(
+                map(
+                    lambda transaction: self._prepare_transaction(
+                        transaction
+                    ),
+                    st_vals['transactions']
+                ),
+                key=lambda transaction: transaction['date']
+            ))
+            if not transactions:
+                continue
+            del st_vals['transactions']
+
+            balance_start = Decimal(st_vals['balance_start']) \
+                if 'balance_start' in st_vals else None
+            balance_end = Decimal(st_vals['balance_end_real']) \
+                if 'balance_end_real' in st_vals else None
+            statement_date_since = self._get_statement_date_since(
+                transactions[0]['date']
+            )
+            while transactions:
+                statement_date_until = (
+                    statement_date_since + self._get_statement_date_step()
+                )
+
+                last_transaction_index = None
+                for index, transaction in enumerate(transactions):
+                    if transaction['date'] >= statement_date_until:
+                        break
+                    last_transaction_index = index
+                if last_transaction_index is None:
+                    # NOTE: No transactions for current period
+                    statement_date_since = statement_date_until
+                    continue
+
+                statement_transactions = \
+                    transactions[0:last_transaction_index + 1]
+                transactions = transactions[last_transaction_index + 1:]
+
+                statement_values = dict(st_vals)
+                statement_values.update({
+                    'name': self._get_statement_name(
+                        journal,
+                        statement_date_since,
+                        statement_date_until,
+                    ),
+                    'date': self._get_statement_date(
+                        statement_date_since,
+                        statement_date_until,
+                    ),
+                    'transactions': statement_transactions,
+                })
+                if balance_start is not None:
+                    statement_values.update({
+                        'balance_start': float(balance_start),
+                    })
+                    for transaction in statement_transactions:
+                        balance_start += Decimal(transaction['amount'])
+                if balance_end is not None:
+                    statement_balance_end = balance_end
+                    for transaction in transactions:
+                        statement_balance_end -= Decimal(transaction['amount'])
+                    statement_values.update({
+                        'balance_end_real': float(statement_balance_end),
+                    })
+
+                statements.append(statement_values)
+                statement_date_since = statement_date_until
+        return statements
+
+    @api.multi
+    def _prepare_transaction(self, transaction):
+        transaction.update({
+            'date': fields.Date.from_string(transaction['date']),
+        })
+        return transaction
+
+    @api.multi
+    def _get_statement_date_since(self, date):
+        self.ensure_one()
+        if self.import_mode == 'daily':
+            return date
+        elif self.import_mode == 'weekly':
+            return date + relativedelta(weekday=MO(-1))
+        elif self.import_mode == 'monthly':
+            return date.replace(
+                day=1,
+            )
+
+    @api.multi
+    def _get_statement_date_step(self):
+        self.ensure_one()
+        if self.import_mode == 'daily':
+            return relativedelta(
+                days=1,
+            )
+        elif self.import_mode == 'weekly':
+            return relativedelta(
+                weeks=1,
+                weekday=MO,
+            )
+        elif self.import_mode == 'monthly':
+            return relativedelta(
+                months=1,
+                day=1,
+            )
+
+    @api.multi
+    def _get_statement_date(self, date_since, date_until):
+        self.ensure_one()
+        # NOTE: Statement date is treated by Odoo as start of period. Details
+        #  - addons/account/models/account_journal_dashboard.py
+        #  - def get_line_graph_datas()
+        return date_since
+
+    @api.multi
+    def _get_statement_name(self, journal, date_since, date_until):
+        self.ensure_one()
+        return journal.sequence_id.with_context(
+            ir_sequence_date=self._get_statement_date(date_since, date_until)
+        ).next_by_id()
diff --git a/account_bank_statement_import_split/readme/CONTRIBUTORS.rst b/account_bank_statement_import_split/readme/CONTRIBUTORS.rst
new file mode 100644
index 0000000..1c6a35a
--- /dev/null
+++ b/account_bank_statement_import_split/readme/CONTRIBUTORS.rst
@@ -0,0 +1 @@
+* Alexey Pelykh <alexey.pelykh@brainbeanapps.com>
diff --git a/account_bank_statement_import_split/readme/DESCRIPTION.rst b/account_bank_statement_import_split/readme/DESCRIPTION.rst
new file mode 100644
index 0000000..492d641
--- /dev/null
+++ b/account_bank_statement_import_split/readme/DESCRIPTION.rst
@@ -0,0 +1,5 @@
+This module allows splitting statements by date during import:
+
+* as daily statements
+* as weekly statements
+* as monthly statements
diff --git a/account_bank_statement_import_split/tests/__init__.py b/account_bank_statement_import_split/tests/__init__.py
new file mode 100644
index 0000000..edaecbe
--- /dev/null
+++ b/account_bank_statement_import_split/tests/__init__.py
@@ -0,0 +1,3 @@
+# License AGPL-3.0 or later (https://www.gnu.org/licenses/agpl).
+
+from . import test_account_bank_statement_import_split
diff --git a/account_bank_statement_import_split/tests/test_account_bank_statement_import_split.py b/account_bank_statement_import_split/tests/test_account_bank_statement_import_split.py
new file mode 100644
index 0000000..d352fc3
--- /dev/null
+++ b/account_bank_statement_import_split/tests/test_account_bank_statement_import_split.py
@@ -0,0 +1,267 @@
+# Copyright 2019 Brainbean Apps (https://brainbeanapps.com)
+# License AGPL-3.0 or later (https://www.gnu.org/licenses/agpl).
+
+from odoo import fields
+from odoo.tests import common
+
+from base64 import b64encode
+from unittest import mock
+
+_parse_file_method = (
+    'odoo.addons.account_bank_statement_import'
+    '.account_bank_statement_import.AccountBankStatementImport._parse_file'
+)
+
+
+class TestAccountBankAccountStatementImportSplit(common.TransactionCase):
+
+    def setUp(self):
+        super().setUp()
+
+        self.now = fields.Datetime.now()
+        self.currency_usd = self.env.ref('base.USD')
+        self.empty_data_file = b64encode(
+            'TestAccountBankAccountStatementImportSplit'.encode('utf-8')
+        )
+        self.AccountJournal = self.env['account.journal']
+        self.AccountBankStatement = self.env['account.bank.statement']
+        self.AccountBankStatementImport = self.env[
+            'account.bank.statement.import'
+        ]
+
+    def test_default_import_mode(self):
+        journal = self.AccountJournal.create({
+            'name': 'Bank',
+            'type': 'bank',
+            'code': 'BANK',
+            'currency_id': self.currency_usd.id,
+        })
+        wizard = self.AccountBankStatementImport.with_context({
+            'journal_id': journal.id,
+        }).create({
+            'filename': 'file.ext',
+            'data_file': self.empty_data_file,
+        })
+        data = (
+            journal.currency_id.name,
+            journal.bank_account_id.acc_number,
+            [{
+                'name': 'STATEMENT',
+                'date': '2019-01-01',
+                'balance_start': 0.0,
+                'balance_end_real': 100.0,
+                'transactions': [{
+                    'name': 'TRANSACTION',
+                    'amount': '100.0',
+                    'date': '2019-01-01',
+                    'note': 'NOTE',
+                    'unique_import_id': 'TRANSACTION-ID',
+                }],
+            }],
+        )
+        with mock.patch(_parse_file_method, return_value=data):
+            wizard.with_context({
+                'journal_id': journal.id,
+            }).import_file()
+        statement = self.AccountBankStatement.search([
+            ('journal_id', '=', journal.id),
+        ])
+        self.assertEqual(len(statement), 1)
+        self.assertEqual(len(statement.line_ids), 1)
+
+    def test_single_import_mode(self):
+        journal = self.AccountJournal.create({
+            'name': 'Bank',
+            'type': 'bank',
+            'code': 'BANK',
+            'currency_id': self.currency_usd.id,
+        })
+        wizard = self.AccountBankStatementImport.with_context({
+            'journal_id': journal.id,
+        }).create({
+            'filename': 'file.ext',
+            'data_file': self.empty_data_file,
+            'import_mode': 'single',
+        })
+        data = (
+            journal.currency_id.name,
+            journal.bank_account_id.acc_number,
+            [{
+                'name': 'STATEMENT',
+                'date': '2019-01-01',
+                'balance_start': 0.0,
+                'balance_end_real': 100.0,
+                'transactions': [{
+                    'name': 'TRANSACTION',
+                    'amount': '100.0',
+                    'date': '2019-01-01',
+                    'note': 'NOTE',
+                    'unique_import_id': 'TRANSACTION-ID',
+                }],
+            }],
+        )
+        with mock.patch(_parse_file_method, return_value=data):
+            wizard.with_context({
+                'journal_id': journal.id,
+            }).import_file()
+        statement = self.AccountBankStatement.search([
+            ('journal_id', '=', journal.id),
+        ])
+        self.assertEqual(len(statement), 1)
+        self.assertEqual(len(statement.line_ids), 1)
+
+    def test_daily_import_mode(self):
+        journal = self.AccountJournal.create({
+            'name': 'Bank',
+            'type': 'bank',
+            'code': 'BANK',
+            'currency_id': self.currency_usd.id,
+        })
+        wizard = self.AccountBankStatementImport.with_context({
+            'journal_id': journal.id,
+        }).create({
+            'filename': 'file.ext',
+            'data_file': self.empty_data_file,
+            'import_mode': 'daily',
+        })
+        data = (
+            journal.currency_id.name,
+            journal.bank_account_id.acc_number,
+            [{
+                'name': 'STATEMENT',
+                'date': '2019-01-01',
+                'balance_start': 0.0,
+                'balance_end_real': 100.0,
+                'transactions': [{
+                    'name': 'TRANSACTION-1',
+                    'amount': '50.0',
+                    'date': '2019-01-01',
+                    'note': 'NOTE',
+                    'unique_import_id': 'TRANSACTION-ID-1',
+                }, {
+                    'name': 'TRANSACTION-2',
+                    'amount': '50.0',
+                    'date': '2019-01-03',
+                    'note': 'NOTE',
+                    'unique_import_id': 'TRANSACTION-ID-2',
+                }],
+            }],
+        )
+        with mock.patch(_parse_file_method, return_value=data):
+            wizard.with_context({
+                'journal_id': journal.id,
+            }).import_file()
+        statements = self.AccountBankStatement.search([
+            ('journal_id', '=', journal.id),
+        ]).sorted(key=lambda statement: statement.date)
+        self.assertEqual(len(statements), 2)
+        self.assertEqual(len(statements[0].line_ids), 1)
+        self.assertEqual(statements[0].balance_start, 0.0)
+        self.assertEqual(statements[0].balance_end_real, 50.0)
+        self.assertEqual(len(statements[1].line_ids), 1)
+        self.assertEqual(statements[1].balance_start, 50.0)
+        self.assertEqual(statements[1].balance_end_real, 100.0)
+
+    def test_weekly_import_mode(self):
+        journal = self.AccountJournal.create({
+            'name': 'Bank',
+            'type': 'bank',
+            'code': 'BANK',
+            'currency_id': self.currency_usd.id,
+        })
+        wizard = self.AccountBankStatementImport.with_context({
+            'journal_id': journal.id,
+        }).create({
+            'filename': 'file.ext',
+            'data_file': self.empty_data_file,
+            'import_mode': 'weekly',
+        })
+        data = (
+            journal.currency_id.name,
+            journal.bank_account_id.acc_number,
+            [{
+                'name': 'STATEMENT',
+                'date': '2019-01-01',
+                'balance_start': 0.0,
+                'balance_end_real': 100.0,
+                'transactions': [{
+                    'name': 'TRANSACTION-1',
+                    'amount': '50.0',
+                    'date': '2019-01-01',
+                    'note': 'NOTE',
+                    'unique_import_id': 'TRANSACTION-ID-1',
+                }, {
+                    'name': 'TRANSACTION-2',
+                    'amount': '50.0',
+                    'date': '2019-01-15',
+                    'note': 'NOTE',
+                    'unique_import_id': 'TRANSACTION-ID-2',
+                }],
+            }],
+        )
+        with mock.patch(_parse_file_method, return_value=data):
+            wizard.with_context({
+                'journal_id': journal.id,
+            }).import_file()
+        statements = self.AccountBankStatement.search([
+            ('journal_id', '=', journal.id),
+        ]).sorted(key=lambda statement: statement.date)
+        self.assertEqual(len(statements), 2)
+        self.assertEqual(len(statements[0].line_ids), 1)
+        self.assertEqual(statements[0].balance_start, 0.0)
+        self.assertEqual(statements[0].balance_end_real, 50.0)
+        self.assertEqual(len(statements[1].line_ids), 1)
+        self.assertEqual(statements[1].balance_start, 50.0)
+        self.assertEqual(statements[1].balance_end_real, 100.0)
+
+    def test_monthly_import_mode(self):
+        journal = self.AccountJournal.create({
+            'name': 'Bank',
+            'type': 'bank',
+            'code': 'BANK',
+            'currency_id': self.currency_usd.id,
+        })
+        wizard = self.AccountBankStatementImport.with_context({
+            'journal_id': journal.id,
+        }).create({
+            'filename': 'file.ext',
+            'data_file': self.empty_data_file,
+            'import_mode': 'monthly',
+        })
+        data = (
+            journal.currency_id.name,
+            journal.bank_account_id.acc_number,
+            [{
+                'name': 'STATEMENT',
+                'date': '2019-01-01',
+                'balance_start': 0.0,
+                'balance_end_real': 100.0,
+                'transactions': [{
+                    'name': 'TRANSACTION-1',
+                    'amount': '50.0',
+                    'date': '2019-01-01',
+                    'note': 'NOTE',
+                    'unique_import_id': 'TRANSACTION-ID-1',
+                }, {
+                    'name': 'TRANSACTION-2',
+                    'amount': '50.0',
+                    'date': '2019-03-01',
+                    'note': 'NOTE',
+                    'unique_import_id': 'TRANSACTION-ID-2',
+                }],
+            }],
+        )
+        with mock.patch(_parse_file_method, return_value=data):
+            wizard.with_context({
+                'journal_id': journal.id,
+            }).import_file()
+        statements = self.AccountBankStatement.search([
+            ('journal_id', '=', journal.id),
+        ]).sorted(key=lambda statement: statement.date)
+        self.assertEqual(len(statements), 2)
+        self.assertEqual(len(statements[0].line_ids), 1)
+        self.assertEqual(statements[0].balance_start, 0.0)
+        self.assertEqual(statements[0].balance_end_real, 50.0)
+        self.assertEqual(len(statements[1].line_ids), 1)
+        self.assertEqual(statements[1].balance_start, 50.0)
+        self.assertEqual(statements[1].balance_end_real, 100.0)
diff --git a/account_bank_statement_import_split/views/account_bank_statement_import.xml b/account_bank_statement_import_split/views/account_bank_statement_import.xml
new file mode 100644
index 0000000..fe35a52
--- /dev/null
+++ b/account_bank_statement_import_split/views/account_bank_statement_import.xml
@@ -0,0 +1,19 @@
+<?xml version="1.0" encoding="utf-8"?>
+<!--
+    Copyright 2019 Brainbean Apps (https://brainbeanapps.com)
+    License AGPL-3.0 or later (https://www.gnu.org/licenses/agpl).
+-->
+<odoo>
+
+    <record id="account_bank_statement_import_view" model="ir.ui.view">
+        <field name="model">account.bank.statement.import</field>
+        <field name="inherit_id" ref="account_bank_statement_import.account_bank_statement_import_view"/>
+        <field name="arch" type="xml">
+            <xpath expr="//ul[@id='statement_format']" position="after">
+                <p>Please select how you'd like to split the imported statement file:</p>
+                <field name="import_mode" widget="radio" required="1"/>
+            </xpath>
+        </field>
+    </record>
+
+</odoo>