diff --git a/.gitattributes b/.gitattributes
index 6e5b05df..e5cc0d0c 100644
--- a/.gitattributes
+++ b/.gitattributes
@@ -1 +1 @@
-tests/integration/fixtures/**/input.pdf filter=git-crypt diff=git-crypt
+tests/integration/banks/**/input.pdf filter=git-crypt diff=git-crypt
diff --git a/.gitignore b/.gitignore
index 14a529a6..bca2b56c 100644
--- a/.gitignore
+++ b/.gitignore
@@ -16,7 +16,7 @@ _ignore*
 
 # allowed pdf files/fixtures
 !tests/integration/fixtures/*/**
-!tests/integration/fixtures/*.pdf
+!tests/integration/banks/**/*.pdf
 !monopoly/examples/*.pdf
 
 # john files
diff --git a/tests/integration/fixtures/citibank/input.pdf b/tests/integration/banks/citibank/input.pdf
similarity index 100%
rename from tests/integration/fixtures/citibank/input.pdf
rename to tests/integration/banks/citibank/input.pdf
diff --git a/tests/integration/fixtures/dbs/input.pdf b/tests/integration/banks/dbs/input.pdf
similarity index 100%
rename from tests/integration/fixtures/dbs/input.pdf
rename to tests/integration/banks/dbs/input.pdf
diff --git a/tests/integration/fixtures/hsbc/input.pdf b/tests/integration/banks/hsbc/input.pdf
similarity index 100%
rename from tests/integration/fixtures/hsbc/input.pdf
rename to tests/integration/banks/hsbc/input.pdf
diff --git a/tests/integration/fixtures/ocbc/input.pdf b/tests/integration/banks/ocbc/input.pdf
similarity index 100%
rename from tests/integration/fixtures/ocbc/input.pdf
rename to tests/integration/banks/ocbc/input.pdf
diff --git a/tests/integration/fixtures/standard_chartered/input.pdf b/tests/integration/banks/standard_chartered/input.pdf
similarity index 100%
rename from tests/integration/fixtures/standard_chartered/input.pdf
rename to tests/integration/banks/standard_chartered/input.pdf
diff --git a/tests/integration/banks/test_banks.py b/tests/integration/banks/test_banks.py
index 9fdff42b..8f42ee50 100644
--- a/tests/integration/banks/test_banks.py
+++ b/tests/integration/banks/test_banks.py
@@ -1,4 +1,5 @@
 from datetime import datetime
+from pathlib import Path
 
 import pandas as pd
 import pytest
@@ -22,13 +23,11 @@
 )
 def test_bank_operations(bank_class: BankBase, total_amount, statement_date):
     bank_name = bank_class.statement_config.bank_name
-    bank: BankBase = bank_class(
-        file_path=f"tests/integration/fixtures/{bank_name}/input.pdf"
-    )
-    raw_data = pd.read_csv(f"tests/integration/fixtures/{bank_name}/raw.csv")
-    transformed_data = pd.read_csv(
-        f"tests/integration/fixtures/{bank_name}/transformed.csv"
-    )
+
+    fixture_directory = Path(__file__).parent / bank_name
+    bank: BankBase = bank_class(file_path=fixture_directory / "input.pdf")
+    raw_data = pd.read_csv(fixture_directory / "raw.csv")
+    transformed_data = pd.read_csv(fixture_directory / "transformed.csv")
 
     # Check extracted data is correct
     statement: Statement = bank.extract()
diff --git a/tests/integration/fixtures/citibank/raw.csv b/tests/integration/fixtures/citibank/raw.csv
deleted file mode 100644
index 75a31da1..00000000
--- a/tests/integration/fixtures/citibank/raw.csv
+++ /dev/null
@@ -1,83 +0,0 @@
-transaction_date,description,amount
-12 OCT,Sandwich Shop @ Goldview SINGAPORE SG,2.36
-14 OCT,Public Transport 191582785 SINGAPORE SG,11.80
-14 OCT,Grocery Store-Parkside S SINGAPORE SG,6.45
-14 OCT,Cafeteria S Singapore SG,16.40
-15 OCT,Bagel House SINGAPORE SG,34.24
-15 OCT,Grocery Store-Meadowside S SINGAPORE SG,14.90
-15 OCT,Great Toast SINGAPORE SG,6.00
-16 OCT,Tea Shop Amsterdam NL,4.59
-16 OCT,Great Toast SINGAPORE SG,2.20
-16 OCT,CAFE DELIGHT - GS SINGAPORE SG,9.80
-16 OCT,GROCER MARKET-PARKWAY S SINGAPORE SG,22.30
-17 OCT,COFFEE HOUSE@BMLB(MB) SINGAPORE SG,7.20
-17 OCT,ITALIAN CUISINE S Singapore SG,16.90
-17 OCT,PUBLIC TRANSIT 197215138 SINGAPORE SG,13.09
-18 OCT,SUNSET HOTEL DINER SINGAPORE SG,61.20
-19 OCT,TOASTY DELIGHT CAFÉ SINGAPORE SG,3.10
-19 OCT,GOURMET TREATS S Singapore SG,16.40
-19 OCT,ONLINE SHOPPING MALL SINGAPORE SG,37.49
-20 OCT,TOASTY DELIGHT CAFÉ SINGAPORE SG,3.10
-21 OCT,FROZEN FOODS EXPRESS SINGAPORE SG,12.80
-21 OCT,GOURMET TREATS S Singapore SG,16.90
-22 OCT,SUSHI SENSE SINGAPORE SG,46.37
-22 OCT,BURGER KING & GRILL S SINGAPORE SG,10.00
-22 OCT,BURGER KING & GRILL S SINGAPORE SG,8.00
-22 OCT,FASHION HOUSE SINGAPORE PTE SINGAPORE SG,29.80
-22 OCT,PUBLIC TRANSIT 9876543210 SINGAPORE SG,5.02
-23 OCT,FAVEPAYFavePay - Foodie Express Singapore SG,13.50
-23 OCT,TOASTY DELIGHT CAFÉ SINGAPORE SG,13.20
-24 OCT,GOURMET TREATS S Singapore SG,16.40
-24 OCT,DEPARTMENTAL STORE SINGAPORE SG,10.80
-25 OCT,FAVEPAYFavePay - Sushi Delights Singapore SG,8.55
-25 OCT,TOASTY DELIGHT CAFÉ SINGAPORE SG,2.20
-25 OCT,CHILLED GOODS STORE SINGAPORE SG,5.34
-25 OCT,NET*DELICIOUS EATS @ URBAN V SINGAPORE SG,11.80
-26 OCT,SILVER GYM SINGAPORE SG,210.00
-27 OCT,FOOD BAKERY SINGAPORE SG,3.40
-27 OCT,BUS/MRT 12345678 SINGAPORE SG,13.24
-28 OCT,AWESOME TOAST SINGAPORE SG,3.10
-28 OCT,DELUXE MART SINGAPORE SG,16.45
-28 OCT,E-MART EXPRESS SINGAPORE SG,69.92
-28 OCT,TASTY BITES & CO. Pte. Ltd Singapore SG,21.78
-28 OCT,URBAN REFRESHMENTS SINGAPORE SG,9.80
-29 OCT,CULINARY DELIGHTS S Singapore SG,18.04
-29 OCT,TOASTY CAFE SINGAPORE SG,2.90
-29 OCT,Crave & Co. SINGAPORE SG,127.70
-31 OCT,FAVEPAYFavePay - Don K Singapore SG,13.49
-31 OCT,WWW.PIZZAEXPRESS.SG SINGAPORE SG,18.83
-31 OCT,COLD STORAGE SINGAPORE SG,4.60
-01 NOV,TEA PURCHASE SEATTLE DE,12.10
-02 NOV,TOASTY CAFE SINGAPORE SG,5.80
-02 NOV,TOASTY CAFE SINGAPORE SG,3.10
-02 NOV,TOASTY CAFE SINGAPORE SG,5.40
-02 NOV,Northern Garden Pub SINGAPORE SG,6.50
-02 NOV,Urban Drive Shop Singapore SG,1.00
-02 NOV,BUS/MRT 1234567 SINGAPORE SG,9.47
-03 NOV,TOASTY CAFE SINGAPORE SG,3.10
-03 NOV,URBAN EATS @ GOLDEN GATE SINGAPORE SG,11.80
-03 NOV,Delicious Delights S Singapore SG,16.40
-03 NOV,Tasty Bites SINGAPORE SG,16.90
-04 NOV,Currency Exchange Fee SGD 12.10,16.39
-04 NOV,Flavors Galore S Singapore SG,0.12
-05 NOV,Online Shopper's Paradise SINGAPORE SG,14.90
-05 NOV,FAVEPAYFavePay - Gourmet Singapore SG,21.74
-06 NOV,VIRTUAL MARKETPLACE SINGAPORE SG,13.50
-06 NOV,Delicious Delights S Singapore SG,22.00
-07 NOV,Quick Mart - CORNER STREET SINGAPORE SG,6.50
-07 NOV,SINGAPORE FOODIE HUB SINGAPORE SG,16.90
-07 NOV,Savory Bites S Singapore SG,37.49
-08 NOV,Currency Exchange SGD Fee 12.10,3.10
-09 NOV,Gourmet Haven S Singapore SG,16.40
-09 NOV,Cyber Shopping Zone SINGAPORE SG,2.90
-09 NOV,CCY CONVERSION FEE SGD 22.00,0.22
-10 NOV,YUMMY EATS EXPRESS SINGAPORE SG,10.40
-10 NOV,HEALTHY HARVEST CAFÉ SINGAPORE SG,9.80
-11 NOV,DELIGHTFUL MORNING BAKES SINGAPORE SG,2.20
-12 NOV,FREEZER FRESH MARKET SINGAPORE SG,6.50
-12 NOV,SWIFT AUTO MART SINGAPORE SG,5.50
-12 NOV,ARTISAN'S GOURMET STOP SINGAPORE SG,62.90
-13 NOV,GREAT TOAST SINGAPORE SG,3.10
-14 NOV,Ice Cream Shop SINGAPORE SG,16.39
-14 NOV,John's Gastronomia Singapore SG,16.90
-14 NOV,GREAT TOAST SINGAPORE SG,3.20
diff --git a/tests/integration/fixtures/citibank/transformed.csv b/tests/integration/fixtures/citibank/transformed.csv
deleted file mode 100644
index a6e01d31..00000000
--- a/tests/integration/fixtures/citibank/transformed.csv
+++ /dev/null
@@ -1,83 +0,0 @@
-transaction_date,description,amount
-2022-10-12,Sandwich Shop @ Goldview SINGAPORE SG,2.36
-2022-10-14,Public Transport 191582785 SINGAPORE SG,11.8
-2022-10-14,Grocery Store-Parkside S SINGAPORE SG,6.45
-2022-10-14,Cafeteria S Singapore SG,16.4
-2022-10-15,Bagel House SINGAPORE SG,34.24
-2022-10-15,Grocery Store-Meadowside S SINGAPORE SG,14.9
-2022-10-15,Great Toast SINGAPORE SG,6.0
-2022-10-16,Tea Shop Amsterdam NL,4.59
-2022-10-16,Great Toast SINGAPORE SG,2.2
-2022-10-16,CAFE DELIGHT - GS SINGAPORE SG,9.8
-2022-10-16,GROCER MARKET-PARKWAY S SINGAPORE SG,22.3
-2022-10-17,COFFEE HOUSE@BMLB(MB) SINGAPORE SG,7.2
-2022-10-17,ITALIAN CUISINE S Singapore SG,16.9
-2022-10-17,PUBLIC TRANSIT 197215138 SINGAPORE SG,13.09
-2022-10-18,SUNSET HOTEL DINER SINGAPORE SG,61.2
-2022-10-19,TOASTY DELIGHT CAFÉ SINGAPORE SG,3.1
-2022-10-19,GOURMET TREATS S Singapore SG,16.4
-2022-10-19,ONLINE SHOPPING MALL SINGAPORE SG,37.49
-2022-10-20,TOASTY DELIGHT CAFÉ SINGAPORE SG,3.1
-2022-10-21,FROZEN FOODS EXPRESS SINGAPORE SG,12.8
-2022-10-21,GOURMET TREATS S Singapore SG,16.9
-2022-10-22,SUSHI SENSE SINGAPORE SG,46.37
-2022-10-22,BURGER KING & GRILL S SINGAPORE SG,10.0
-2022-10-22,BURGER KING & GRILL S SINGAPORE SG,8.0
-2022-10-22,FASHION HOUSE SINGAPORE PTE SINGAPORE SG,29.8
-2022-10-22,PUBLIC TRANSIT 9876543210 SINGAPORE SG,5.02
-2022-10-23,FAVEPAYFavePay - Foodie Express Singapore SG,13.5
-2022-10-23,TOASTY DELIGHT CAFÉ SINGAPORE SG,13.2
-2022-10-24,GOURMET TREATS S Singapore SG,16.4
-2022-10-24,DEPARTMENTAL STORE SINGAPORE SG,10.8
-2022-10-25,FAVEPAYFavePay - Sushi Delights Singapore SG,8.55
-2022-10-25,TOASTY DELIGHT CAFÉ SINGAPORE SG,2.2
-2022-10-25,CHILLED GOODS STORE SINGAPORE SG,5.34
-2022-10-25,NET*DELICIOUS EATS @ URBAN V SINGAPORE SG,11.8
-2022-10-26,SILVER GYM SINGAPORE SG,210.0
-2022-10-27,FOOD BAKERY SINGAPORE SG,3.4
-2022-10-27,BUS/MRT 12345678 SINGAPORE SG,13.24
-2022-10-28,AWESOME TOAST SINGAPORE SG,3.1
-2022-10-28,DELUXE MART SINGAPORE SG,16.45
-2022-10-28,E-MART EXPRESS SINGAPORE SG,69.92
-2022-10-28,TASTY BITES & CO. Pte. Ltd Singapore SG,21.78
-2022-10-28,URBAN REFRESHMENTS SINGAPORE SG,9.8
-2022-10-29,CULINARY DELIGHTS S Singapore SG,18.04
-2022-10-29,TOASTY CAFE SINGAPORE SG,2.9
-2022-10-29,Crave & Co. SINGAPORE SG,127.7
-2022-10-31,FAVEPAYFavePay - Don K Singapore SG,13.49
-2022-10-31,WWW.PIZZAEXPRESS.SG SINGAPORE SG,18.83
-2022-10-31,COLD STORAGE SINGAPORE SG,4.6
-2022-11-01,TEA PURCHASE SEATTLE DE,12.1
-2022-11-02,TOASTY CAFE SINGAPORE SG,5.8
-2022-11-02,TOASTY CAFE SINGAPORE SG,3.1
-2022-11-02,TOASTY CAFE SINGAPORE SG,5.4
-2022-11-02,Northern Garden Pub SINGAPORE SG,6.5
-2022-11-02,Urban Drive Shop Singapore SG,1.0
-2022-11-02,BUS/MRT 1234567 SINGAPORE SG,9.47
-2022-11-03,TOASTY CAFE SINGAPORE SG,3.1
-2022-11-03,URBAN EATS @ GOLDEN GATE SINGAPORE SG,11.8
-2022-11-03,Delicious Delights S Singapore SG,16.4
-2022-11-03,Tasty Bites SINGAPORE SG,16.9
-2022-11-04,Currency Exchange Fee SGD 12.10,16.39
-2022-11-04,Flavors Galore S Singapore SG,0.12
-2022-11-05,Online Shopper's Paradise SINGAPORE SG,14.9
-2022-11-05,FAVEPAYFavePay - Gourmet Singapore SG,21.74
-2022-11-06,VIRTUAL MARKETPLACE SINGAPORE SG,13.5
-2022-11-06,Delicious Delights S Singapore SG,22.0
-2022-11-07,Quick Mart - CORNER STREET SINGAPORE SG,6.5
-2022-11-07,SINGAPORE FOODIE HUB SINGAPORE SG,16.9
-2022-11-07,Savory Bites S Singapore SG,37.49
-2022-11-08,Currency Exchange SGD Fee 12.10,3.1
-2022-11-09,Gourmet Haven S Singapore SG,16.4
-2022-11-09,Cyber Shopping Zone SINGAPORE SG,2.9
-2022-11-09,CCY CONVERSION FEE SGD 22.00,0.22
-2022-11-10,YUMMY EATS EXPRESS SINGAPORE SG,10.4
-2022-11-10,HEALTHY HARVEST CAFÉ SINGAPORE SG,9.8
-2022-11-11,DELIGHTFUL MORNING BAKES SINGAPORE SG,2.2
-2022-11-12,FREEZER FRESH MARKET SINGAPORE SG,6.5
-2022-11-12,SWIFT AUTO MART SINGAPORE SG,5.5
-2022-11-12,ARTISAN'S GOURMET STOP SINGAPORE SG,62.9
-2022-11-13,GREAT TOAST SINGAPORE SG,3.1
-2022-11-14,Ice Cream Shop SINGAPORE SG,16.39
-2022-11-14,John's Gastronomia Singapore SG,16.9
-2022-11-14,GREAT TOAST SINGAPORE SG,3.2
diff --git a/tests/integration/fixtures/dbs/raw.csv b/tests/integration/fixtures/dbs/raw.csv
deleted file mode 100644
index c2ff1d2f..00000000
--- a/tests/integration/fixtures/dbs/raw.csv
+++ /dev/null
@@ -1,72 +0,0 @@
-transaction_date,description,amount
-13 SEP,GALACTIC GOODS,14.44
-14 SEP,ZETA DELIGHTS,22.55
-14 SEP,COSMIC CUISINE,22.09
-15 SEP,ESPRESSO UNIVERSE,52.87
-16 SEP,FUSION JUNCTION,30.1
-16 SEP,NEBULA MARKETPLACE,54.43
-16 SEP,MYSTIC AMAZONIA,19.15
-16 SEP,MYSTIC DELICACIES,22.0
-17 SEP,PASTA GALAXY,97.42
-17 SEP,COSMIC CONFECTIONS,10000.0
-18 SEP,ASTRAL BAKEHOUSE,23.29
-18 SEP,NOVA GROCERY,30.21
-19 SEP,ASTRAL TREATS,152.91
-19 SEP,ORBITAL DINER,7.86
-19 SEP,COSMIC COFFEE,8.4
-19 SEP,INTERSTELLAR EATS,6.55
-19 SEP,GALAXY GOURMET,107.69
-19 SEP,ZENITH SNACKS,12.9
-19 SEP,CELESTIAL CAFÉ,15.9
-20 SEP,SOLAR DELIGHTS,32.08
-20 SEP,AURA MART,46.76
-21 SEP,GALAXY TREATS,8.7
-21 SEP,COSMIC FEAST,21.49
-22 SEP,STAR BISTRO,13.65
-22 SEP,ECLIPSE EATS,46.2
-22 SEP,NEBULA NOOK,17.65
-23 SEP,NOVA DELI,57.38
-23 SEP,ZENITH GROCER,42.91
-24 SEP,ASTRA CAFÉ,111.95
-25 SEP,METEOR MUNCH,15.44
-25 SEP,ORBITAL BITE,0.12
-25 SEP,LUNAR GOURMET,32.68
-26 SEP,CELESTIAL CUISINE,8.0
-26 SEP,VENUSIAN SNACKS,11.4
-27 SEP,COSMO DELIGHTS,409.32
-27 SEP,COMET CAFETERIA,44.5
-27 SEP,STARLIGHT DINER,129.65
-27 SEP,GALACTIC GRUB,25.08
-28 SEP,SATELLITE SUPPLY,10.0
-28 SEP,ASTRAL APPETITE,6.8
-28 SEP,SPACEWAY MARKET,8.7
-29 SEP,SOLAR SUSTENANCE,5.35
-29 SEP,METEORITE MEALS,22.0
-02 OCT,ZODIAC ZESTS,40.27
-02 OCT,INTERSTELLAR EATS,48.0
-02 OCT,CONSTELLATION CAFÉ,27.0
-03 OCT,COSMIC CULINARY,17.3
-03 OCT,GALAXY GUSTO,75.0
-03 OCT,AURORA BITES,14.0
-03 OCT,INFINITY INGREDIENTS,249.9
-04 OCT,NOVA NOURISH,25.0
-04 OCT,SOLAR SNACKS,129.48
-05 OCT,MOONLIT MEALS,71.06
-05 OCT,COMET CUISINE,6.3
-05 OCT,METEOR MUNCHIES,14.45
-05 OCT,STARLIGHT BITES,13.82
-06 OCT,CELESTIAL KITCHEN,11.95
-07 OCT,ZENITH ZESTS,21.38
-08 OCT,ASTRAL APPETIZERS,57.83
-08 OCT,GALACTIC GROCERY,56.2
-09 OCT,NEBULA NOURISH,28.39
-09 OCT,ASTRO SNACKS,23.07
-10 OCT,COSMIC CAFTERIA,15.44
-10 OCT,STELLAR SUPPLY,26.61
-10 OCT,MOONBEAM MUNCH,256.41
-10 OCT,ASTRAL GOURMET,63.75
-11 OCT,METEORITE MEALS,17.58
-12 OCT,GALAXY GUSTATION,1400.0
-12 OCT,ZODIAC ZESTS,55.09
-13 OCT,COMET CUISINE,97.95
-13 OCT,NEBULA NOURISH,2277.37
diff --git a/tests/integration/fixtures/dbs/transformed.csv b/tests/integration/fixtures/dbs/transformed.csv
deleted file mode 100644
index 45a25e0c..00000000
--- a/tests/integration/fixtures/dbs/transformed.csv
+++ /dev/null
@@ -1,72 +0,0 @@
-transaction_date,description,amount
-2023-09-13,GALACTIC GOODS,14.44
-2023-09-14,ZETA DELIGHTS,22.55
-2023-09-14,COSMIC CUISINE,22.09
-2023-09-15,ESPRESSO UNIVERSE,52.87
-2023-09-16,FUSION JUNCTION,30.1
-2023-09-16,NEBULA MARKETPLACE,54.43
-2023-09-16,MYSTIC AMAZONIA,19.15
-2023-09-16,MYSTIC DELICACIES,22.0
-2023-09-17,PASTA GALAXY,97.42
-2023-09-17,COSMIC CONFECTIONS,10000.0
-2023-09-18,ASTRAL BAKEHOUSE,23.29
-2023-09-18,NOVA GROCERY,30.21
-2023-09-19,ASTRAL TREATS,152.91
-2023-09-19,ORBITAL DINER,7.86
-2023-09-19,COSMIC COFFEE,8.4
-2023-09-19,INTERSTELLAR EATS,6.55
-2023-09-19,GALAXY GOURMET,107.69
-2023-09-19,ZENITH SNACKS,12.9
-2023-09-19,CELESTIAL CAFÉ,15.9
-2023-09-20,SOLAR DELIGHTS,32.08
-2023-09-20,AURA MART,46.76
-2023-09-21,GALAXY TREATS,8.7
-2023-09-21,COSMIC FEAST,21.49
-2023-09-22,STAR BISTRO,13.65
-2023-09-22,ECLIPSE EATS,46.2
-2023-09-22,NEBULA NOOK,17.65
-2023-09-23,NOVA DELI,57.38
-2023-09-23,ZENITH GROCER,42.91
-2023-09-24,ASTRA CAFÉ,111.95
-2023-09-25,METEOR MUNCH,15.44
-2023-09-25,ORBITAL BITE,0.12
-2023-09-25,LUNAR GOURMET,32.68
-2023-09-26,CELESTIAL CUISINE,8.0
-2023-09-26,VENUSIAN SNACKS,11.4
-2023-09-27,COSMO DELIGHTS,409.32
-2023-09-27,COMET CAFETERIA,44.5
-2023-09-27,STARLIGHT DINER,129.65
-2023-09-27,GALACTIC GRUB,25.08
-2023-09-28,SATELLITE SUPPLY,10.0
-2023-09-28,ASTRAL APPETITE,6.8
-2023-09-28,SPACEWAY MARKET,8.7
-2023-09-29,SOLAR SUSTENANCE,5.35
-2023-09-29,METEORITE MEALS,22.0
-2023-10-02,ZODIAC ZESTS,40.27
-2023-10-02,INTERSTELLAR EATS,48.0
-2023-10-02,CONSTELLATION CAFÉ,27.0
-2023-10-03,COSMIC CULINARY,17.3
-2023-10-03,GALAXY GUSTO,75.0
-2023-10-03,AURORA BITES,14.0
-2023-10-03,INFINITY INGREDIENTS,249.9
-2023-10-04,NOVA NOURISH,25.0
-2023-10-04,SOLAR SNACKS,129.48
-2023-10-05,MOONLIT MEALS,71.06
-2023-10-05,COMET CUISINE,6.3
-2023-10-05,METEOR MUNCHIES,14.45
-2023-10-05,STARLIGHT BITES,13.82
-2023-10-06,CELESTIAL KITCHEN,11.95
-2023-10-07,ZENITH ZESTS,21.38
-2023-10-08,ASTRAL APPETIZERS,57.83
-2023-10-08,GALACTIC GROCERY,56.2
-2023-10-09,NEBULA NOURISH,28.39
-2023-10-09,ASTRO SNACKS,23.07
-2023-10-10,COSMIC CAFTERIA,15.44
-2023-10-10,STELLAR SUPPLY,26.61
-2023-10-10,MOONBEAM MUNCH,256.41
-2023-10-10,ASTRAL GOURMET,63.75
-2023-10-11,METEORITE MEALS,17.58
-2023-10-12,GALAXY GUSTATION,1400.0
-2023-10-12,ZODIAC ZESTS,55.09
-2023-10-13,COMET CUISINE,97.95
-2023-10-13,NEBULA NOURISH,2277.37
diff --git a/tests/integration/fixtures/hsbc/raw.csv b/tests/integration/fixtures/hsbc/raw.csv
deleted file mode 100644
index 771d64ba..00000000
--- a/tests/integration/fixtures/hsbc/raw.csv
+++ /dev/null
@@ -1,18 +0,0 @@
-transaction_date,description,amount
-17 Jul,PUBLIC BUS 123 SINGAPORE SG,1.45
-22 Jul,AMZN Mktp US*12345 Amzn.com/bill WA,34.61
-24 Jul,DCC FEE,0.35
-24 Jul,"CO., LRD.123456 SEOULKIN KR",544.40
-27 Jul,DCC FEE,5.44
-27 Jul,F21 - HAW PAR VILLA SINGAPORE SG,25.00
-30 Jul,AIRBNB * 1234567 123-345-6789 GB,197.39
-01 Aug,DCC FEE,1.97
-02 Aug,AMAZON MKTPLC SG SINGAPORE SG,99.17
-02 Aug,SHOPEE SINGAPORE MP SINGAPORE SG,5.95
-05 Aug,SHOPEE SINGAPORE MP SINGAPORE SG,44.83
-05 Aug,TRIP.COM HOTEL REGE Internet SG,93.10
-09 Aug,Shopee Singapore SINGAPORE SG,31.45
-12 Aug,UNIQLO SINGAPORE PTE. SINGAPORE SG,29.80
-12 Aug,MOS BURGER SINGAPORE SG,23.80
-12 Aug,AMAZON MKTPLC SG SINGAPORE SG,20.99
-13 Aug,AMAZON SG SINGAPORE SG,58.50
diff --git a/tests/integration/fixtures/hsbc/transformed.csv b/tests/integration/fixtures/hsbc/transformed.csv
deleted file mode 100644
index 026f6d44..00000000
--- a/tests/integration/fixtures/hsbc/transformed.csv
+++ /dev/null
@@ -1,18 +0,0 @@
-transaction_date,description,amount
-2023-07-17,PUBLIC BUS 123 SINGAPORE SG,1.45
-2023-07-22,AMZN Mktp US*12345 Amzn.com/bill WA,34.61
-2023-07-24,DCC FEE,0.35
-2023-07-24,"CO., LRD.123456 SEOULKIN KR",544.4
-2023-07-27,DCC FEE,5.44
-2023-07-27,F21 - HAW PAR VILLA SINGAPORE SG,25.0
-2023-07-30,AIRBNB * 1234567 123-345-6789 GB,197.39
-2023-08-01,DCC FEE,1.97
-2023-08-02,AMAZON MKTPLC SG SINGAPORE SG,99.17
-2023-08-02,SHOPEE SINGAPORE MP SINGAPORE SG,5.95
-2023-08-05,SHOPEE SINGAPORE MP SINGAPORE SG,44.83
-2023-08-05,TRIP.COM HOTEL REGE Internet SG,93.1
-2023-08-09,Shopee Singapore SINGAPORE SG,31.45
-2023-08-12,UNIQLO SINGAPORE PTE. SINGAPORE SG,29.8
-2023-08-12,MOS BURGER SINGAPORE SG,23.8
-2023-08-12,AMAZON MKTPLC SG SINGAPORE SG,20.99
-2023-08-13,AMAZON SG SINGAPORE SG,58.5
diff --git a/tests/integration/fixtures/ocbc/raw.csv b/tests/integration/fixtures/ocbc/raw.csv
deleted file mode 100644
index acbe1173..00000000
--- a/tests/integration/fixtures/ocbc/raw.csv
+++ /dev/null
@@ -1,51 +0,0 @@
-transaction_date,description,amount
-03/07,DELIGHTFUL BREAKFAST SINGAPORE SG,4.20
-06/07,URBAN TRANSIT CO. SINGAPORE SG,1.38
-07/07,MORNING BITES CAFÉ SINGAPORE SG,4.20
-13/07,SUNRISE TOAST HAVEN SINGAPORE SG,3.20
-15/07,ARCTIC MARKET SINGAPORE SG,7.00
-16/07,SPEEDY DRIVE SHOP SINGAPORE SG,11.90
-16/07,TRAVELEATS EXPRESS SINGAPORE SG,1.00
-17/07,FROSTED PANTRY SINGAPORE SG,2.51
-18/07,COMMUTE & GO MART SINGAPORE SG,9.90
-18/07,CULINARY CONNECT SINGAPORE SG,6.95
-18/07,NATURE'S OVEN SINGAPORE SG,1.29
-18/07,CHILLED URBAN MART SINGAPORE SG,2.64
-19/07,GLOBAL FLAVORS SINGAPORE SG,5.50
-19/07,FITLIFE ACCESS SINGAPORE SG,17.40
-20/07,MORNING BITE CAFÉ SINGAPORE SG,8.30
-20/07,FOODIE EXPRESS SINGAPORE 239 SG,36.25
-20/07,GASTRONOMIC OASIS SINGAPORE SG,2.28
-21/07,TRANQUIL TRANSIT SINGAPORE SG,11.90
-21/07,URBAN HARVEST SINGAPORE SG,7.30
-21/07,ENCHANTED CAFÉ SINGAPORE SG,11.90
-22/07,FROZEN WONDERS SINGAPORE SG,6.10
-22/07,DRIVE-THRU DELIGHTS SINGAPORE SG,238.79
-22/07,FLAVORFUL MARKETPLAC SINGAPORE SG,2.71
-23/07,GOURMET PANTRY SINGAPORE SG,8.50
-23/07,TRAVELER'S PROVISION SINGAPORE SG,59.00
-23/07,EPICUREAN CONNECT SINGAPORE SG,3.20
-23/07,NATURAL BAZAAR SINGAPORE SG,12.90
-24/07,WHOLESOME LIFE SINGAPORE SG,27.75
-24/07,SAVORY MORNING SINGAPORE SG,2.90
-25/07,METRO TRANSIT SINGAPORE SG,17.16
-25/07,SUNNY CAFÉ SINGAPORE SG,17.40
-25/07,GOLDEN TOAST SINGAPORE SG,13.45
-25/07,-1234 SNOWY MART SINGAPORE SG,1.45
-25/07,DRIVE EXPRESS SINGAPORE SG,3.43
-26/07,GOURMET SHOP SINGAPORE SG,7.30
-26/07,URBAN EATS SINGAPORE SG,11.90
-26/07,FOOD HUB SINGAPORE SG,6.50
-26/07,FRESH FINDS SINGAPORE SG,2.44
-26/07,COZY CAFÉ SINGAPORE SG,1.29
-27/07,PANTRY PICKS SINGAPORE SG,17.90
-27/07,TRAVEL DELI SINGAPORE SG,3.70
-28/07,GLOBAL GRUB SINGAPORE SG,12.00
-28/07,FITNESS PASS SINGAPORE SG,4.20
-28/07,NATURE FARE SINGAPORE SG,3.04
-29/07,FAST FEAST SINGAPORE SG,15.60
-30/07,QUICK MART SINGAPORE SG,13.52
-30/07,CULINARY WAY SINGAPORE SG,8.95
-30/07,COLD STORAGE SINGAPORE SG,4.20
-31/07,BUS RIDE SINGAPORE SG,11.90
-31/07,EATERY STOP SINGAPORE SG,7.30
diff --git a/tests/integration/fixtures/ocbc/transformed.csv b/tests/integration/fixtures/ocbc/transformed.csv
deleted file mode 100644
index 79e112df..00000000
--- a/tests/integration/fixtures/ocbc/transformed.csv
+++ /dev/null
@@ -1,51 +0,0 @@
-transaction_date,description,amount
-2023-07-03,DELIGHTFUL BREAKFAST SINGAPORE SG,4.2
-2023-07-06,URBAN TRANSIT CO. SINGAPORE SG,1.38
-2023-07-07,MORNING BITES CAFÉ SINGAPORE SG,4.2
-2023-07-13,SUNRISE TOAST HAVEN SINGAPORE SG,3.2
-2023-07-15,ARCTIC MARKET SINGAPORE SG,7.0
-2023-07-16,SPEEDY DRIVE SHOP SINGAPORE SG,11.9
-2023-07-16,TRAVELEATS EXPRESS SINGAPORE SG,1.0
-2023-07-17,FROSTED PANTRY SINGAPORE SG,2.51
-2023-07-18,COMMUTE & GO MART SINGAPORE SG,9.9
-2023-07-18,CULINARY CONNECT SINGAPORE SG,6.95
-2023-07-18,NATURE'S OVEN SINGAPORE SG,1.29
-2023-07-18,CHILLED URBAN MART SINGAPORE SG,2.64
-2023-07-19,GLOBAL FLAVORS SINGAPORE SG,5.5
-2023-07-19,FITLIFE ACCESS SINGAPORE SG,17.4
-2023-07-20,MORNING BITE CAFÉ SINGAPORE SG,8.3
-2023-07-20,FOODIE EXPRESS SINGAPORE 239 SG,36.25
-2023-07-20,GASTRONOMIC OASIS SINGAPORE SG,2.28
-2023-07-21,TRANQUIL TRANSIT SINGAPORE SG,11.9
-2023-07-21,URBAN HARVEST SINGAPORE SG,7.3
-2023-07-21,ENCHANTED CAFÉ SINGAPORE SG,11.9
-2023-07-22,FROZEN WONDERS SINGAPORE SG,6.1
-2023-07-22,DRIVE-THRU DELIGHTS SINGAPORE SG,238.79
-2023-07-22,FLAVORFUL MARKETPLAC SINGAPORE SG,2.71
-2023-07-23,GOURMET PANTRY SINGAPORE SG,8.5
-2023-07-23,TRAVELER'S PROVISION SINGAPORE SG,59.0
-2023-07-23,EPICUREAN CONNECT SINGAPORE SG,3.2
-2023-07-23,NATURAL BAZAAR SINGAPORE SG,12.9
-2023-07-24,WHOLESOME LIFE SINGAPORE SG,27.75
-2023-07-24,SAVORY MORNING SINGAPORE SG,2.9
-2023-07-25,METRO TRANSIT SINGAPORE SG,17.16
-2023-07-25,SUNNY CAFÉ SINGAPORE SG,17.4
-2023-07-25,GOLDEN TOAST SINGAPORE SG,13.45
-2023-07-25,-1234 SNOWY MART SINGAPORE SG,1.45
-2023-07-25,DRIVE EXPRESS SINGAPORE SG,3.43
-2023-07-26,GOURMET SHOP SINGAPORE SG,7.3
-2023-07-26,URBAN EATS SINGAPORE SG,11.9
-2023-07-26,FOOD HUB SINGAPORE SG,6.5
-2023-07-26,FRESH FINDS SINGAPORE SG,2.44
-2023-07-26,COZY CAFÉ SINGAPORE SG,1.29
-2023-07-27,PANTRY PICKS SINGAPORE SG,17.9
-2023-07-27,TRAVEL DELI SINGAPORE SG,3.7
-2023-07-28,GLOBAL GRUB SINGAPORE SG,12.0
-2023-07-28,FITNESS PASS SINGAPORE SG,4.2
-2023-07-28,NATURE FARE SINGAPORE SG,3.04
-2023-07-29,FAST FEAST SINGAPORE SG,15.6
-2023-07-30,QUICK MART SINGAPORE SG,13.52
-2023-07-30,CULINARY WAY SINGAPORE SG,8.95
-2023-07-30,COLD STORAGE SINGAPORE SG,4.2
-2023-07-31,BUS RIDE SINGAPORE SG,11.9
-2023-07-31,EATERY STOP SINGAPORE SG,7.3
diff --git a/tests/integration/fixtures/standard_chartered/raw.csv b/tests/integration/fixtures/standard_chartered/raw.csv
deleted file mode 100644
index 46fcde12..00000000
--- a/tests/integration/fixtures/standard_chartered/raw.csv
+++ /dev/null
@@ -1,26 +0,0 @@
-transaction_date,description,amount
-17 Apr,BUS/MRT 253656688 SINGAPORE SG,3.66
-17 Apr,BUS/MRT 254457586 SINGAPORE SG,1.15
-17 Apr,BUS/MRT 254374218 SINGAPORE SG,1.45
-18 Apr,BUS/MRT 254725212 SINGAPORE SG,3.43
-18 Apr,BUS/MRT 255094675 SINGAPORE SG,3.97
-19 Apr,BUS/MRT 255699004 SINGAPORE SG,3.13
-21 Apr,BUS/MRT 256315508 SINGAPORE SG,4.17
-24 Apr,BUS/MRT 256711470 SINGAPORE SG,3.43
-25 Apr,BUS/MRT 257089114 SINGAPORE SG,4.13
-25 Apr,BUS/MRT 257475565 SINGAPORE SG,3.98
-25 Apr,BUS/MRT 257873840 SINGAPORE SG,4.51
-26 Apr,BUS/MRT 258504364 SINGAPORE SG,3.32
-28 Apr,BUS/MRT 259104495 SINGAPORE SG,4.43
-29 Apr,BUS/MRT 259469982 SINGAPORE SG,4.39
-02 May,BUS/MRT 259868441 SINGAPORE SG,2.27
-03 May,BUS/MRT 260260348 SINGAPORE SG,2.67
-03 May,BUS/MRT 260658884 SINGAPORE SG,4.46
-09 May,BUS/MRT 263205220 SINGAPORE SG,2.6
-09 May,BUS/MRT 263553121 SINGAPORE SG,3.43
-10 May,BUS/MRT 263937279 SINGAPORE SG,3.73
-12 May,BUS/MRT 264586616 SINGAPORE SG,2.6
-13 May,BUS/MRT 264969195 SINGAPORE SG,2.44
-15 May,BUS/MRT 265375918 SINGAPORE SG,2.6
-16 May,BUS/MRT 266113941 SINGAPORE SG,3.97
-16 May,BUS/MRT 266517209 SINGAPORE SG,2.53
diff --git a/tests/integration/fixtures/standard_chartered/transformed.csv b/tests/integration/fixtures/standard_chartered/transformed.csv
deleted file mode 100644
index 4f807415..00000000
--- a/tests/integration/fixtures/standard_chartered/transformed.csv
+++ /dev/null
@@ -1,26 +0,0 @@
-transaction_date,description,amount
-2023-04-17,BUS/MRT 253656688 SINGAPORE SG,3.66
-2023-04-17,BUS/MRT 254457586 SINGAPORE SG,1.15
-2023-04-17,BUS/MRT 254374218 SINGAPORE SG,1.45
-2023-04-18,BUS/MRT 254725212 SINGAPORE SG,3.43
-2023-04-18,BUS/MRT 255094675 SINGAPORE SG,3.97
-2023-04-19,BUS/MRT 255699004 SINGAPORE SG,3.13
-2023-04-21,BUS/MRT 256315508 SINGAPORE SG,4.17
-2023-04-24,BUS/MRT 256711470 SINGAPORE SG,3.43
-2023-04-25,BUS/MRT 257089114 SINGAPORE SG,4.13
-2023-04-25,BUS/MRT 257475565 SINGAPORE SG,3.98
-2023-04-25,BUS/MRT 257873840 SINGAPORE SG,4.51
-2023-04-26,BUS/MRT 258504364 SINGAPORE SG,3.32
-2023-04-28,BUS/MRT 259104495 SINGAPORE SG,4.43
-2023-04-29,BUS/MRT 259469982 SINGAPORE SG,4.39
-2023-05-02,BUS/MRT 259868441 SINGAPORE SG,2.27
-2023-05-03,BUS/MRT 260260348 SINGAPORE SG,2.67
-2023-05-03,BUS/MRT 260658884 SINGAPORE SG,4.46
-2023-05-09,BUS/MRT 263205220 SINGAPORE SG,2.6
-2023-05-09,BUS/MRT 263553121 SINGAPORE SG,3.43
-2023-05-10,BUS/MRT 263937279 SINGAPORE SG,3.73
-2023-05-12,BUS/MRT 264586616 SINGAPORE SG,2.6
-2023-05-13,BUS/MRT 264969195 SINGAPORE SG,2.44
-2023-05-15,BUS/MRT 265375918 SINGAPORE SG,2.6
-2023-05-16,BUS/MRT 266113941 SINGAPORE SG,3.97
-2023-05-16,BUS/MRT 266517209 SINGAPORE SG,2.53
diff --git a/tests/integration/test_parser.py b/tests/integration/test_parser.py
index 143fe9c0..4f6b3072 100644
--- a/tests/integration/test_parser.py
+++ b/tests/integration/test_parser.py
@@ -1,12 +1,16 @@
+from pathlib import Path
+
 from pytest import raises
 
 from monopoly.banks import Hsbc
 from monopoly.config import BruteForceConfig
 from monopoly.pdf import PdfParser
 
+fixture_directory = Path(__file__).parent / "fixtures"
+
 
 def test_can_open_protected(parser: PdfParser):
-    parser.file_path = "tests/integration/fixtures/protected.pdf"
+    parser.file_path = fixture_directory / "protected.pdf"
     parser.password = "foobar123"
 
     parser.open()
@@ -14,13 +18,13 @@ def test_can_open_protected(parser: PdfParser):
 
 def test_can_brute_force_open_protected(parser: PdfParser):
     brute_force_config = BruteForceConfig("foobar", "?d?d?d")
-    parser.file_path = "tests/integration/fixtures/protected.pdf"
+    parser.file_path = fixture_directory / "protected.pdf"
 
     parser.open(brute_force_config)
 
 
 def test_wrong_password_raises_error(parser: PdfParser):
-    parser.file_path = "tests/integration/fixtures/protected.pdf"
+    parser.file_path = fixture_directory / "protected.pdf"
     parser.password = "wrong_pw"
 
     with raises(ValueError, match="Wrong password"):
@@ -28,7 +32,7 @@ def test_wrong_password_raises_error(parser: PdfParser):
 
 
 def test_get_pages(parser: PdfParser):
-    parser.file_path = "tests/integration/fixtures/4_pages_blank.pdf"
+    parser.file_path = fixture_directory / "4_pages_blank.pdf"
     parser.page_range = slice(0, -1)
 
     pages = parser.get_pages()
@@ -36,7 +40,7 @@ def test_get_pages(parser: PdfParser):
 
 
 def test_get_pages_invalid_returns_error(parser: PdfParser):
-    parser.file_path = "tests/integration/fixtures/4_pages_blank.pdf"
+    parser.file_path = fixture_directory / "4_pages_blank.pdf"
     parser.page_range = slice(99, -99)
 
     with raises(ValueError, match="bad page number"):
@@ -44,7 +48,7 @@ def test_get_pages_invalid_returns_error(parser: PdfParser):
 
 
 def test_override_password(hsbc: Hsbc):
-    hsbc = Hsbc("tests/integration/fixtures/protected.pdf", password="foobar123")
+    hsbc = Hsbc(fixture_directory / "protected.pdf", password="foobar123")
 
     document = hsbc.open()
     assert not document.is_encrypted
@@ -52,5 +56,5 @@ def test_override_password(hsbc: Hsbc):
 
 def test_error_raised_if_override_is_wrong():
     with raises(ValueError, match="Wrong password"):
-        hsbc = Hsbc("tests/integration/fixtures/protected.pdf", password="wrongpw")
+        hsbc = Hsbc(fixture_directory / "protected.pdf", password="wrongpw")
         hsbc.open()