diff --git a/erpnext/accounts/report/dimension_wise_accounts_balance_report/dimension_wise_accounts_balance_report.js b/erpnext/accounts/report/dimension_wise_accounts_balance_report/dimension_wise_accounts_balance_report.js
index 6a03948..ea05a35 100644
--- a/erpnext/accounts/report/dimension_wise_accounts_balance_report/dimension_wise_accounts_balance_report.js
+++ b/erpnext/accounts/report/dimension_wise_accounts_balance_report/dimension_wise_accounts_balance_report.js
@@ -39,12 +39,14 @@
 				"label": __("From Date"),
 				"fieldtype": "Date",
 				"default": frappe.defaults.get_user_default("year_start_date"),
+				"reqd": 1
 			},
 			{
 				"fieldname": "to_date",
 				"label": __("To Date"),
 				"fieldtype": "Date",
 				"default": frappe.defaults.get_user_default("year_end_date"),
+				"reqd": 1
 			},
 			{
 				"fieldname": "finance_book",
@@ -56,6 +58,7 @@
 				"fieldname": "dimension",
 				"label": __("Select Dimension"),
 				"fieldtype": "Select",
+				"default": "Cost Center",
 				"options": get_accounting_dimension_options(),
 				"reqd": 1,
 			},
@@ -70,7 +73,7 @@
 });
 
 function get_accounting_dimension_options() {
-	let options =["", "Cost Center", "Project"];
+	let options =["Cost Center", "Project"];
 	frappe.db.get_list('Accounting Dimension',
 		{fields:['document_type']}).then((res) => {
 			res.forEach((dimension) => {
diff --git a/erpnext/accounts/report/dimension_wise_accounts_balance_report/dimension_wise_accounts_balance_report.py b/erpnext/accounts/report/dimension_wise_accounts_balance_report/dimension_wise_accounts_balance_report.py
index d547470..d39e320 100644
--- a/erpnext/accounts/report/dimension_wise_accounts_balance_report/dimension_wise_accounts_balance_report.py
+++ b/erpnext/accounts/report/dimension_wise_accounts_balance_report/dimension_wise_accounts_balance_report.py
@@ -15,20 +15,22 @@
 
 
 def execute(filters=None):
-	validate_filters(filters)
-	dimension_items_list = get_dimension_items_list(filters.dimension, filters.company)
 
-	if not dimension_items_list:
+	validate_filters(filters)
+	dimension_list = get_dimensions(filters)
+
+	if not dimension_list:
 		return [], []
 
-	dimension_items_list = [''.join(d) for d in dimension_items_list]
-	columns = get_columns(dimension_items_list)
-	data = get_data(filters, dimension_items_list)
+	# dimension_items_list = [''.join(d) for d in dimension_items_list]
+	columns = get_columns(dimension_list)
+	data = get_data(filters, dimension_list)
 
 	return columns, data
 
-def get_data(filters, dimension_items_list):
+def get_data(filters, dimension_list):
 	company_currency = erpnext.get_company_currency(filters.company)
+
 	acc = frappe.db.sql("""
 		select
 			name, account_number, parent_account, lft, rgt, root_type,
@@ -51,60 +53,54 @@
 		where lft >= %s and rgt <= %s and company = %s""", (min_lft, max_rgt, filters.company))
 
 	gl_entries_by_account = {}
-	set_gl_entries_by_account(dimension_items_list, filters, account, gl_entries_by_account)
-	format_gl_entries(gl_entries_by_account, accounts_by_name, dimension_items_list)
-	accumulate_values_into_parents(accounts, accounts_by_name, dimension_items_list)
-	out = prepare_data(accounts, filters, parent_children_map, company_currency, dimension_items_list)
+	set_gl_entries_by_account(dimension_list, filters, account, gl_entries_by_account)
+	format_gl_entries(gl_entries_by_account, accounts_by_name, dimension_list,
+		frappe.scrub(filters.get('dimension')))
+	accumulate_values_into_parents(accounts, accounts_by_name, dimension_list)
+	out = prepare_data(accounts, filters, company_currency, dimension_list)
 	out = filter_out_zero_value_rows(out, parent_children_map)
 
 	return out
 
-def set_gl_entries_by_account(dimension_items_list, filters, account, gl_entries_by_account):
-	for item in dimension_items_list:
-		condition = get_condition(filters.from_date, item, filters.dimension)
-		if account:
-			condition += " and account in ({})"\
-				.format(", ".join([frappe.db.escape(d) for d in account]))
+def set_gl_entries_by_account(dimension_list, filters, account, gl_entries_by_account):
+	condition = get_condition(filters.get('dimension'))
 
-		gl_filters = {
-			"company": filters.get("company"),
-			"from_date": filters.get("from_date"),
-			"to_date": filters.get("to_date"),
-			"finance_book": cstr(filters.get("finance_book"))
-		}
+	if account:
+		condition += " and account in ({})"\
+			.format(", ".join([frappe.db.escape(d) for d in account]))
 
-		gl_filters['item'] = ''.join(item)
+	gl_filters = {
+		"company": filters.get("company"),
+		"from_date": filters.get("from_date"),
+		"to_date": filters.get("to_date"),
+		"finance_book": cstr(filters.get("finance_book"))
+	}
 
-		if filters.get("include_default_book_entries"):
-			gl_filters["company_fb"] = frappe.db.get_value("Company",
-				filters.company, 'default_finance_book')
+	gl_filters['dimensions'] = set(dimension_list)
 
-		for key, value in filters.items():
-			if value:
-				gl_filters.update({
-					key: value
-				})
+	if filters.get("include_default_book_entries"):
+		gl_filters["company_fb"] = frappe.db.get_value("Company",
+			filters.company, 'default_finance_book')
 
-		gl_entries = frappe.db.sql("""
+	gl_entries = frappe.db.sql("""
 		select
-			posting_date, account, debit, credit, is_opening, fiscal_year,
+			posting_date, account, {dimension}, debit, credit, is_opening, fiscal_year,
 			debit_in_account_currency, credit_in_account_currency, account_currency
 		from
 			`tabGL Entry`
 		where
 			company=%(company)s
 		{condition}
+		and posting_date >= %(from_date)s
 		and posting_date <= %(to_date)s
 		and is_cancelled = 0
 		order by account, posting_date""".format(
-			condition=condition),
-			gl_filters, as_dict=True) #nosec
+		dimension = frappe.scrub(filters.get('dimension')), condition=condition), gl_filters, as_dict=True) #nosec
 
-		for entry in gl_entries:
-			entry['dimension_item'] = ''.join(item)
-			gl_entries_by_account.setdefault(entry.account, []).append(entry)
+	for entry in gl_entries:
+		gl_entries_by_account.setdefault(entry.account, []).append(entry)
 
-def format_gl_entries(gl_entries_by_account, accounts_by_name, dimension_items_list):
+def format_gl_entries(gl_entries_by_account, accounts_by_name, dimension_list, dimension_type):
 
 	for entries in gl_entries_by_account.values():
 		for entry in entries:
@@ -114,11 +110,12 @@
 					_("Could not retrieve information for {0}.").format(entry.account), title="Error",
 					raise_exception=1
 				)
-			for item in dimension_items_list:
-				if item == entry.dimension_item:
-					d[frappe.scrub(item)] = d.get(frappe.scrub(item), 0.0) + flt(entry.debit) - flt(entry.credit)
 
-def prepare_data(accounts, filters, parent_children_map, company_currency, dimension_items_list):
+			for dimension in dimension_list:
+				if dimension == entry.get(dimension_type):
+					d[frappe.scrub(dimension)] = d.get(frappe.scrub(dimension), 0.0) + flt(entry.debit) - flt(entry.credit)
+
+def prepare_data(accounts, filters, company_currency, dimension_list):
 	data = []
 
 	for d in accounts:
@@ -135,13 +132,13 @@
 				if d.account_number else d.account_name)
 		}
 
-		for item in dimension_items_list:
-			row[frappe.scrub(item)] = flt(d.get(frappe.scrub(item), 0.0), 3)
+		for dimension in dimension_list:
+			row[frappe.scrub(dimension)] = flt(d.get(frappe.scrub(dimension), 0.0), 3)
 
-			if abs(row[frappe.scrub(item)]) >= 0.005:
+			if abs(row[frappe.scrub(dimension)]) >= 0.005:
 				# ignore zero values
 				has_value = True
-				total += flt(d.get(frappe.scrub(item), 0.0), 3)
+				total += flt(d.get(frappe.scrub(dimension), 0.0), 3)
 
 		row["has_value"] = has_value
 		row["total"] = total
@@ -149,62 +146,55 @@
 
 	return data
 
-def accumulate_values_into_parents(accounts, accounts_by_name, dimension_items_list):
+def accumulate_values_into_parents(accounts, accounts_by_name, dimension_list):
 	"""accumulate children's values in parent accounts"""
 	for d in reversed(accounts):
 		if d.parent_account:
-			for item in dimension_items_list:
-				accounts_by_name[d.parent_account][frappe.scrub(item)] = \
-					accounts_by_name[d.parent_account].get(frappe.scrub(item), 0.0) + d.get(frappe.scrub(item), 0.0)
+			for dimension in dimension_list:
+				accounts_by_name[d.parent_account][frappe.scrub(dimension)] = \
+					accounts_by_name[d.parent_account].get(frappe.scrub(dimension), 0.0) + d.get(frappe.scrub(dimension), 0.0)
 
-def get_condition(from_date, item, dimension):
+def get_condition(dimension):
 	conditions = []
 
-	if from_date:
-		conditions.append("posting_date >= %(from_date)s")
-	if dimension:
-		if dimension not in ['Cost Center', 'Project']:
-			if dimension in ['Customer', 'Supplier']:
-				dimension = 'Party'
-			else:
-				dimension = 'Voucher No'
-		txt = "{0} = %(item)s".format(frappe.scrub(dimension))
-		conditions.append(txt)
+	conditions.append("{0} in %(dimensions)s".format(frappe.scrub(dimension)))
 
 	return " and {}".format(" and ".join(conditions)) if conditions else ""
 
-def get_dimension_items_list(dimension, company):
-	meta = frappe.get_meta(dimension, cached=False)
-	fieldnames = [d.fieldname for d in meta.get("fields")]
-	filters = {}
-	if 'company' in fieldnames:
-		filters['company'] = company
-	return frappe.get_all(dimension, filters, as_list=True)
+def get_dimensions(filters):
+	meta = frappe.get_meta(filters.get('dimension'), cached=False)
+	query_filters = {}
 
-def get_columns(dimension_items_list, accumulated_values=1, company=None):
+	if meta.has_field('company'):
+		query_filters = {'company': filters.get('company')}
+
+	return frappe.get_all(filters.get('dimension'), filters=query_filters, pluck='name')
+
+def get_columns(dimension_list):
 	columns = [{
 		"fieldname": "account",
 		"label": _("Account"),
 		"fieldtype": "Link",
 		"options": "Account",
 		"width": 300
+	},
+	{
+		"fieldname": "currency",
+		"label": _("Currency"),
+		"fieldtype": "Link",
+		"options": "Currency",
+		"hidden": 1
 	}]
-	if company:
+
+	for dimension in dimension_list:
 		columns.append({
-			"fieldname": "currency",
-			"label": _("Currency"),
-			"fieldtype": "Link",
-			"options": "Currency",
-			"hidden": 1
-		})
-	for item in dimension_items_list:
-		columns.append({
-			"fieldname": frappe.scrub(item),
-			"label": item,
+			"fieldname": frappe.scrub(dimension),
+			"label": dimension,
 			"fieldtype": "Currency",
 			"options": "currency",
 			"width": 150
 		})
+
 	columns.append({
 			"fieldname": "total",
 			"label": "Total",