diff --git a/plan/maps.json b/plan/maps.json
new file mode 100644
index 0000000..4dddc7b
--- /dev/null
+++ b/plan/maps.json
@@ -0,0 +1,4299 @@
+[
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "DISCOUNT DRUG MART 3"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Discount Drug Mart",
+            "reason": "groceries"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "TARGET STOW OH"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Target",
+            "reason": "groceries"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "CIRCLE K 05416 STOW "
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Circle K",
+            "reason": "gasoline"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "TARGET.COM * 800-591"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Target",
+            "reason": "home supplies"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "BESTBUYCOM8055267948"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "BestBuy",
+            "reason": "home supplies"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "BUFFALO WILD WINGS K"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Buffalo Wild Wings",
+            "reason": "restaurante"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "CASHBACK BONUS REDEM"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Discover Card",
+            "reason": "financing"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "CLE CLINIC PT PMTS 2"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Cleveland Clinic",
+            "reason": "medical"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "WWW.KOHLS.COM #0873 "
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Kohls",
+            "reason": "clothes"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "MARATHON PETRO73601 "
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Marathon",
+            "reason": "gasoline"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "L A SHISH GRILL STOW"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "La Shish",
+            "reason": "restaurante"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "OFFICEMAX/OFFICE DEP"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Office Max",
+            "reason": "home supplies"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "SP * ERIKTHEFLUTEMAK"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Erik The Flutemaker",
+            "reason": "gifts"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "SQ *SUGAR RUSH KENT "
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Sugar Rush",
+            "reason": "restaurante"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "MINIMUM INTEREST CHA"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Discover Card",
+            "reason": "fees"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "CASH ADVANCE FEE"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Discover Card",
+            "reason": "fees"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "SUMMIT CO PARKING GA"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Summit County Parking Garage",
+            "reason": "civic duty"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "AUTOZONE #1941 STREE"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Autozone",
+            "reason": "auto maintenance"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "THE KENT STAGE KENT "
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "The Kent Stage",
+            "reason": "gifts"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "MSFT *AZURE 800-642-"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Azure",
+            "reason": "recreation"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "CHIPOTLE ONLINE 303-"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Chipotle",
+            "reason": "restaurante"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "DIVERSIFIED MINI STO"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Diversified Tree Farm",
+            "reason": "recreation"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "GOOGLE *YOUTUBE VIDE"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Youtube",
+            "reason": "recreation"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "CHIPOTLE 1115 STREET"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Chipotle",
+            "reason": "restaurante"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "CHILDRENS HOSPITAL M"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Akron Children's Hospital",
+            "reason": "medical"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "BATH & BODY WORKS.CO"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Bath and Body Works",
+            "reason": "home supplies"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "IN *MR. BULKY'S FOOD"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Mr. Bulky's",
+            "reason": "recreation"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "BP#954778736210 7-EL"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "BP",
+            "reason": "gasoline"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "GOOGLE *ASCIIFLOW.CO"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "ASCII Flow",
+            "reason": "recreation"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "MSFT * E04004X603 80"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Microsoft",
+            "reason": "home supplies"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "BIG LOTS #00453 STOW"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Big Lots",
+            "reason": "Home Supplies"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "ACME NO. 17 STOW OH"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Acme",
+            "reason": "groceries"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "AT&T *PAYMENT 800-28"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "AT&T",
+            "reason": "internet"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "AUTOZONE #0722 STOW "
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Autozone",
+            "reason": "auto maint"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "1794MOTHERHOOD #1794"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Motherhood",
+            "reason": "Clothes"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "3 PALMS HUDSON OH"
+        },
+        "source": "dcard",
+        "mapped": {
+            "province": "Ohio",
+            "city": "Hudson",
+            "reason": "Restaurante",
+            "party": "3 Palms"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "36241 7-ELEVEN STOW "
+        },
+        "source": "dcard",
+        "mapped": {
+            "province": "Ohio",
+            "city": "Stow",
+            "reason": "Gasoline",
+            "party": "7-Eleven"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "7-ELEVEN 36241 STOW "
+        },
+        "source": "dcard",
+        "mapped": {
+            "province": "Ohio",
+            "city": "Stow",
+            "reason": "Gasoline",
+            "party": "7-Eleven"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "98626 - 200 PUBLIC S"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Public Square Parking Garage",
+            "reason": "Recreation"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "ACE HARDWARE HUDSON "
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Ace Hardware",
+            "reason": "Home Maintenance"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "ACH CAFE AND STARBUC"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Starbucks",
+            "reason": "Restaurante"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "ACME FRESH MARKET UN"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Acme",
+            "reason": "Groceries"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "ADVANCE AUTO PARTS #"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Advance Auto",
+            "reason": "Auto Maintenance"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "ADY*NETFLIX WWW.NETF"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Netflix",
+            "reason": "Recreation"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "AIRBNB INC 415-800-5"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Airbnb Inc",
+            "reason": "Recreation"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "AKRON CHILDRENS HOSP"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Akron Childrens",
+            "reason": "Medical"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "AKRON GENERAL MEDICA"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Akron General",
+            "reason": "Medical"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "AKRON ZOOLOGICAL PAR"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Akron Zoological Park",
+            "reason": "Recreation"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "AMAZON MKTPLACE PMTS"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Amazon",
+            "reason": "Amazon"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "AMAZON VIDEO ON DEMA"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Amazon Video",
+            "reason": "Amazon"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "AMAZON.COM AMZN.COM/"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Amazon",
+            "reason": "Amazon"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "ANC*ANCESTRY.COM 800"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Ancestry.com",
+            "reason": "Recreation"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "APPLEBEES C942048569"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Applebees",
+            "reason": "Restaurante"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "APPLEBEES S942049899"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Applebees",
+            "reason": "Restaurante"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "ARBYS #1831 STOW STO"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Arbys",
+            "reason": "Restaurante"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "ARBYS 1831 STOW OH"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Arbys",
+            "reason": "Restaurante"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "ARBYS 2227 PRINCETON"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Arbys",
+            "reason": "Restaurante"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "ARBYS 5355 UNIONTOWN"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Arbys",
+            "reason": "Restaurante"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "ASIAN CHAO FAIRLAWN "
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Asian Chao",
+            "reason": "Restaurante"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "ATT*BILL PAYMENT 800"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "AT&T",
+            "reason": "Internet"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "AUTOZONE #0723 AKRON"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Autozone",
+            "reason": "Auto Maintenance"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "AUTOZONE #2465 MOUNT"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Autozone",
+            "reason": "Auto Maintenance"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "AUTOZONE #4506 STOW "
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Autozone",
+            "reason": "Auto Maintenance"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "BATH&BODY AKRON OH"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Bath & Body Works",
+            "reason": "Home Supplies"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "BATH&BODY STOW OH"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Bath & Body Works",
+            "reason": "Home Supplies"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "BATHANDBODYWORKS.COM"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Bath & Body Works",
+            "reason": "Home Supplies"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "BEDBATH&BEYOND STOW "
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Bed Bath & Beyond",
+            "reason": "Home Supplies"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "BEDBATH&BEYOND#0060 "
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Bed Bath & Beyond",
+            "reason": "Home Supplies"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "BEDBATH&BEYOND#0360 "
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Bed Bath & Beyond",
+            "reason": "Home Supplies"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "BELLACINOS PIZZA AND"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Bellacinos",
+            "reason": "Restaurante"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "BEST BUY 00002782295"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Best Buy",
+            "reason": "Home Supplies"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "BESTBUY.COM 888-BEST"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Best Buy",
+            "reason": "Home Supplies"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "BESTBUYCOM7424430059"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Best Buy",
+            "reason": "Home Supplies"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "BIG DEES TACK STREET"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Big Dees Tack & Supply",
+            "reason": "Home Supplies"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "BISTRO ON MAIN KENT "
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Bistro On Main",
+            "reason": "Restaurante"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "BP#93079431210 BUFFA"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "BP",
+            "reason": "Gas"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "BP#954635936241 7-EL"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "BP",
+            "reason": "Gas"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "BREWSTER'S TWINSBURG"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Brewsters",
+            "reason": "Restaurante"
+        }
+    },
+    {
+        "map": "First 20",
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+        "map": "First 20",
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+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "SQ *CRAZYBUTTRUE PO "
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Crazy But True",
+            "reason": "Restaurante"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "SQ *CRAZYBUTTRUE POP"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Crazy But True",
+            "reason": "Restaurante"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "SQ *PEACE,LOVE AND L"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Peace Love and Little  Doughnuts",
+            "reason": "Restaurante"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "SQ *POPPED KENT OH00"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Peace Love and Little  Doughnuts",
+            "reason": "Restaurante"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "SQ *THE DAILY BREW, "
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "The Daily Brew",
+            "reason": "Restaurante"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "SQ *TWISTED MELTZ KE"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Twisted Meltz",
+            "reason": "Restaurante"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "STAHLS FARM MARKET N"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Stahls Farm Market",
+            "reason": "groceries"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "STARBUCKS #02954 KEN"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Starbucks",
+            "reason": "Restaurante"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "STARBUCKS #13265 STO"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Starbucks",
+            "reason": "Restaurante"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "STARBUCKS #14302 CUY"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Starbucks",
+            "reason": "Restaurante"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "STARBUCKS STORE 0971"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Starbucks",
+            "reason": "Restaurante"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "STARBUCKS STORE 1368"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Starbucks",
+            "reason": "Restaurante"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "STARBUCKS W114115015"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Starbucks",
+            "reason": "Restaurante"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "STEAMPOWERED.COM 425"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "store.steampowered.com",
+            "reason": "Recreation"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "STOW DENTAL GROUP IN"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Stow Dental Group",
+            "reason": "Medical"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "STOWNUT DONUT AND DI"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Stownut Donut & Diner",
+            "reason": "Restaurante"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "SUBWAY 00044289255 S"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Subway",
+            "reason": "Restaurante"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "SUBWAY 00062380255 U"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Subway",
+            "reason": "Restaurante"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "SUBWAY 00068957255 S"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Subway",
+            "reason": "Restaurante"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "SUBWAY 00114363255 S"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Subway",
+            "reason": "Restaurante"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "SUBWAY 00213843255 S"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Subway",
+            "reason": "Restaurante"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "SUBWAY 00216093255 A"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Subway",
+            "reason": "Restaurante"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "SUBWAY 00221911255 T"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Subway",
+            "reason": "Restaurante"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "SUBWAY 00366203255 K"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Subway",
+            "reason": "Restaurante"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "SUBWAY 03208014255 P"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Subway",
+            "reason": "Restaurante"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "SUMMA FOOD SERVICE A"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Summa Food Service",
+            "reason": "Restaurante"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "SUMMA HEALTH SYSTE C"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Summa Health",
+            "reason": "Medical"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "SUMMA PARKING AKRON "
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Summa Parking",
+            "reason": "Hospitality"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "SUMMA WEST RES HOSP "
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Summa Western Reserve Hospital",
+            "reason": "Medical"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "SUNCREST GARDENS PEN"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Suncrest Gardens",
+            "reason": "Recreation"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "SUNOCO 0705503100 BR"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Sunoco",
+            "reason": "Gas"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "SWEET FROG 200080 ST"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Sweet Frog",
+            "reason": "Restaurante"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "SWENSONS STOW KENT S"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Swensons",
+            "reason": "Restaurante"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "TARGET CLEVELAND OH"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Target",
+            "reason": "Groceries"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "TARGET CUYAHOGA FALL"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Target",
+            "reason": "Groceries"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "TARGET STREETSBORO O"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Target",
+            "reason": "Groceries"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "TERRY LUMBER AND SUP"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Terry Lumber and Supply",
+            "reason": "Home Maintenance"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "THANOS FAMILY RESTAU"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Thanos Family Restaurante",
+            "reason": "Restaurante"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "THE DISTRICT BOUTIQU"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "The District Boutique",
+            "reason": "Clothing"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "THE HOME DEPOT #3809"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "The Home Depot",
+            "reason": "Home Maintenance"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "THE HOME DEPOT #3859"
+        },
+        "source": "dcard",
+        "mapped": {
+            "item": "Sand Paper",
+            "reason": "Home Maintenance",
+            "party": "The Home Depot"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "THE HOME DEPOT 3859 "
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "The Home Depot",
+            "reason": "Home Supplies"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "THE MENS WEARHOUSE #"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "The Mens Warehouse",
+            "reason": "Hospitality"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "THE OLDE PICKET FENC"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "The Olde Picket Fence",
+            "reason": "Recreation"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "THE PETS PAJAMAS AKR"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "The Pets Pajamas",
+            "reason": "Recreation"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "TOYS R US #9203 CUYA"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Toys R' Us",
+            "reason": "Gifts"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "TOYS 'R' US CUYAHOGA"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Toys R' Us",
+            "reason": "Gifts"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "TOYSRUS-BABIESRUS 61"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Toys R' Us",
+            "reason": "Gifts"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "TOYSRUS-BABIESRUS 80"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Toys R' Us",
+            "reason": "Gifts"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "TRACTOR SUPPLY #1215"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Tractor Supply",
+            "reason": "Home Supplies"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "TRACTOR-SUPPLY-CO #0"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Tractor Supply",
+            "reason": "Home Supplies"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "TREE CITY COFFEE & P"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Tree City Coffee",
+            "reason": "Recreation"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "TURF TRIMMERS INC KE"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Turf Trimmers",
+            "reason": "Home Maintenance"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "TWISTED MELTZ - KENT"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Twisted Meltz",
+            "reason": "Restaurante"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "UH EVANS MEDICAL CEN"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "UH Evans Medical Center",
+            "reason": "Medical"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "U-HAUL OF KENT-STOW "
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "U-Haul",
+            "reason": "Recreation"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "ULTA #565 STOW OH"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Ulta",
+            "reason": "Home Supplies"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "VIDANGEL.COM 801-921"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "VidAngel",
+            "reason": "Recreation"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "VTECHELECTR 402-935-"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "V-Tech Electronics",
+            "reason": "Recreation"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "WALGREENS #4295 STOW"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Walgreens",
+            "reason": "Home Supplies"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "WAL-MART SC - #1039 "
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Wal-Mart",
+            "reason": "Home Supplies"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "WAL-MART SC - #1499 "
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Wal-Mart",
+            "reason": "Home Supplies"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "WAL-MART SC - #2313 "
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Wal-Mart",
+            "reason": "Home Supplies"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "WAL-MART SC - #2323 "
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Wal-Mart",
+            "reason": "Home Supplies"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "WAL-MART SC - #2506 "
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Wal-Mart",
+            "reason": "Home Supplies"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "WAL-MART SC - #7162 "
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Wal-Mart",
+            "reason": "Home Supplies"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "WALMART.COM 800-966-"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Wal-Mart",
+            "reason": "Home Supplies"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "WENDY'S BRIMFIELD #1"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Wendys",
+            "reason": "Restaurante"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "WIKIMEDIA 8776009454"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Wikimedia",
+            "reason": "Gift"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "WILLIS GAP GENERAL S"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Willis Gap General Store",
+            "reason": "Gas"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "WOODSYS MUSIC INC KE"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Woodsys Music",
+            "reason": "Recreation"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "WOODSY'S MUSIC, INC."
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Woodsys Music",
+            "reason": "Recreation"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "WWW.ADVANCEAUTOPARTS"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Advance Auto",
+            "reason": "Auto Maintenance"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "WYOGA VETERINARY HOS"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Wyoga Veterinary",
+            "reason": "Recreation"
+        }
+    },
+    {
+        "map": "First 20",
+        "ret_val": {
+            "f20": "WALMART GROCERY 800-"
+        },
+        "source": "dcard",
+        "mapped": {
+            "party": "Walmart",
+            "reason": "groceries"
+        }
+    }
+]
\ No newline at end of file
diff --git a/plan/mapdef.json b/plan/regex.json
similarity index 100%
rename from plan/mapdef.json
rename to plan/regex.json
diff --git a/plan/source.json b/plan/source.json
new file mode 100644
index 0000000..bea9cbd
--- /dev/null
+++ b/plan/source.json
@@ -0,0 +1,76 @@
+{
+    "name": "dcard",
+    "source": "client_file",
+    "loading_function": "csv",
+    "constraint": [
+        "{Trans. Date}",
+        "{Post Date}",
+        "{Description}"
+    ],
+    "schemas": {
+        "default": [
+            {
+                "path": "{Trans. Date}",
+                "type": "date",
+                "column_name": "Trans. Date"
+            },
+            {
+                "path": "{Post Date}",
+                "type": "date",
+                "column_name": "Post Date"
+            },
+            {
+                "path": "{Description}",
+                "type": "text",
+                "column_name": "Description"
+            },
+            {
+                "path": "{Amount}",
+                "type": "numeric",
+                "column_name": "Amount"
+            },
+            {
+                "path": "{Category}",
+                "type": "text",
+                "column_name": "Category"
+            }
+        ],
+        "mapped": [
+            {
+                "path": "{Trans. Date}",
+                "type": "date",
+                "column_name": "Trans. Date"
+            },
+            {
+                "path": "{Post Date}",
+                "type": "date",
+                "column_name": "Post Date"
+            },
+            {
+                "path": "{Description}",
+                "type": "text",
+                "column_name": "Description"
+            },
+            {
+                "path": "{Amount}",
+                "type": "numeric",
+                "column_name": "Amount"
+            },
+            {
+                "path": "{Category}",
+                "type": "text",
+                "column_name": "Category"
+            },
+            {
+                "path": "{party}",
+                "type": "text",
+                "column_name": "Party"
+            },
+            {
+                "path": "{reason}",
+                "type": "text",
+                "column_name": "Reason"
+            }
+        ]
+    }
+}
\ No newline at end of file