diff --git a/sample_discovercard/data.json b/sample_discovercard/data.json
new file mode 100644
index 0000000..b61910f
--- /dev/null
+++ b/sample_discovercard/data.json
@@ -0,0 +1 @@
+[{"Trans. Date":"1/2/2018","Post Date":"1/2/2018","Description":"GOOGLE *YOUTUBE VIDEOS G.CO/HELPPAY#CAP0H07TXV","Amount":4.26,"Category":"Services"},{"Trans. Date":"1/2/2018","Post Date":"1/2/2018","Description":"MICROSOFT *ONEDRIVE 800-642-7676 WA","Amount":4.26,"Category":"Services"},{"Trans. Date":"1/3/2018","Post Date":"1/3/2018","Description":"CLE CLINIC PT PMTS 216-445-6249 OHAK2C57F2F0B3","Amount":200,"Category":"Medical Services"},{"Trans. Date":"1/4/2018","Post Date":"1/4/2018","Description":"AT&T *PAYMENT 800-288-2020 TX","Amount":57.14,"Category":"Services"},{"Trans. Date":"1/4/2018","Post Date":"1/7/2018","Description":"WWW.KOHLS.COM #0873 MIDDLETOWN OH","Amount":-7.9,"Category":"Payments and Credits"},{"Trans. Date":"1/5/2018","Post Date":"1/7/2018","Description":"PIZZA HUT 007946 STOW OH","Amount":9.24,"Category":"Restaurants"},{"Trans. Date":"1/5/2018","Post Date":"1/7/2018","Description":"SUBWAY 00044289255 STOW OH","Amount":10.25,"Category":"Restaurants"},{"Trans. Date":"1/6/2018","Post Date":"1/7/2018","Description":"ACME NO. 17 STOW OH","Amount":103.98,"Category":"Supermarkets"},{"Trans. Date":"1/6/2018","Post Date":"1/7/2018","Description":"DISCOUNT DRUG MART 32 STOW OH","Amount":1.69,"Category":"Merchandise"},{"Trans. Date":"1/6/2018","Post Date":"1/7/2018","Description":"DISCOUNT DRUG MART 32 STOW OH","Amount":2.19,"Category":"Merchandise"},{"Trans. Date":"1/9/2018","Post Date":"1/9/2018","Description":"CIRCLE K 05416 STOW OH00947R","Amount":3.94,"Category":"Gasoline"},{"Trans. Date":"1/9/2018","Post Date":"1/9/2018","Description":"CIRCLE K 05416 STOW OH00915R","Amount":52.99,"Category":"Gasoline"},{"Trans. Date":"1/13/2018","Post Date":"1/13/2018","Description":"AUTOZONE #0722 STOW OH","Amount":85.36,"Category":"Automotive"},{"Trans. Date":"1/13/2018","Post Date":"1/13/2018","Description":"DISCOUNT DRUG MART 32 STOW OH","Amount":26.68,"Category":"Merchandise"},{"Trans. Date":"1/13/2018","Post Date":"1/13/2018","Description":"EL CAMPESINO STOW OH","Amount":6.5,"Category":"Restaurants"},{"Trans. Date":"1/13/2018","Post Date":"1/13/2018","Description":"TARGET STOW OH","Amount":197.9,"Category":"Merchandise"},{"Trans. Date":"1/14/2018","Post Date":"1/14/2018","Description":"DISCOUNT DRUG MART 32 STOW OH","Amount":13.48,"Category":"Merchandise"},{"Trans. Date":"1/15/2018","Post Date":"1/15/2018","Description":"TARGET.COM * 800-591-3869 MN","Amount":22.41,"Category":"Merchandise"},{"Trans. Date":"1/16/2018","Post Date":"1/16/2018","Description":"BUFFALO WILD WINGS KENT KENT OH","Amount":63.22,"Category":"Restaurants"},{"Trans. Date":"1/16/2018","Post Date":"1/16/2018","Description":"PARTA - KCG KENT OH","Amount":4,"Category":"Government Services"},{"Trans. Date":"1/16/2018","Post Date":"1/16/2018","Description":"REMEMBERNHU 402-935-7733 IA","Amount":60,"Category":"Services"},{"Trans. Date":"1/16/2018","Post Date":"1/16/2018","Description":"TARGET.COM * 800-591-3869 MN","Amount":44.81,"Category":"Merchandise"},{"Trans. Date":"1/16/2018","Post Date":"1/16/2018","Description":"TREE CITY COFFEE & PASTR KENT OH","Amount":17.75,"Category":"Restaurants"},{"Trans. Date":"1/17/2018","Post Date":"1/17/2018","Description":"BESTBUYCOM805526794885 888-BESTBUY MN","Amount":343.72,"Category":"Merchandise"},{"Trans. Date":"1/19/2018","Post Date":"1/19/2018","Description":"DISCOUNT DRUG MART 32 STOW OH","Amount":5.98,"Category":"Merchandise"},{"Trans. Date":"1/19/2018","Post Date":"1/19/2018","Description":"U-HAUL OF KENT-STOW KENT OH","Amount":15.88,"Category":"Travel/ Entertainment"},{"Trans. Date":"1/19/2018","Post Date":"1/19/2018","Description":"WALMART GROCERY 800-966-6546 AR","Amount":5.99,"Category":"Supermarkets"},{"Trans. Date":"1/19/2018","Post Date":"1/19/2018","Description":"WALMART GROCERY 800-966-6546 AR","Amount":17.16,"Category":"Supermarkets"},{"Trans. Date":"1/19/2018","Post Date":"1/19/2018","Description":"WALMART GROCERY 800-966-6546 AR","Amount":500.97,"Category":"Supermarkets"},{"Trans. Date":"1/20/2018","Post Date":"1/20/2018","Description":"GOOGLE *GOOGLE PLAY G.CO/HELPPAY#CAP0HFFS7W","Amount":2.12,"Category":"Services"},{"Trans. Date":"1/20/2018","Post Date":"1/20/2018","Description":"LOWE'S OF STOW, OH. STOW OH","Amount":256.48,"Category":"Home Improvement"},{"Trans. Date":"1/23/2018","Post Date":"1/23/2018","Description":"CASHBACK BONUS REDEMPTION PYMT/STMT CRDT","Amount":-32.2,"Category":"Awards and Rebate Credits"},{"Trans. Date":"1/23/2018","Post Date":"1/23/2018","Description":"INTERNET PAYMENT - THANK YOU","Amount":-2394.51,"Category":"Payments and Credits"},{"Trans. Date":"1/27/2018","Post Date":"1/27/2018","Description":"GIANT-EAGLE #4096 STOW OH","Amount":67.81,"Category":"Supermarkets"},{"Trans. Date":"1/27/2018","Post Date":"1/27/2018","Description":"OFFICEMAX/OFFICE DEPOT63 STOW OH","Amount":21.06,"Category":"Merchandise"},{"Trans. Date":"1/27/2018","Post Date":"1/27/2018","Description":"TARGET STOW OH","Amount":71,"Category":"Merchandise"},{"Trans. Date":"1/29/2018","Post Date":"1/29/2018","Description":"NETFLIX.COM NETFLIX.COM CA19899514437","Amount":14.93,"Category":"Services"},{"Trans. Date":"1/30/2018","Post Date":"1/30/2018","Description":"SQ *TWISTED MELTZ KENT OH0002305843011416898511","Amount":16.87,"Category":"Restaurants"},{"Trans. Date":"1/30/2018","Post Date":"1/30/2018","Description":"TARGET STOW OH","Amount":49.37,"Category":"Merchandise"}]
\ No newline at end of file
diff --git a/sample_discovercard/parsed.json b/sample_discovercard/parsed.json
deleted file mode 100644
index 790144c..0000000
--- a/sample_discovercard/parsed.json
+++ /dev/null
@@ -1,275 +0,0 @@
-[
-    {
-        "Trans. Date": "1/2/2018",
-        "Post Date": "1/2/2018",
-        "Description": "GOOGLE *YOUTUBE VIDEOS G.CO/HELPPAY#CAP0H07TXV",
-        "Amount": 4.26,
-        "Category": "Services"
-    },
-    {
-        "Trans. Date": "1/2/2018",
-        "Post Date": "1/2/2018",
-        "Description": "MICROSOFT *ONEDRIVE 800-642-7676 WA",
-        "Amount": 4.26,
-        "Category": "Services"
-    },
-    {
-        "Trans. Date": "1/3/2018",
-        "Post Date": "1/3/2018",
-        "Description": "CLE CLINIC PT PMTS 216-445-6249 OHAK2C57F2F0B3",
-        "Amount": 200,
-        "Category": "Medical Services"
-    },
-    {
-        "Trans. Date": "1/4/2018",
-        "Post Date": "1/4/2018",
-        "Description": "AT&T *PAYMENT 800-288-2020 TX",
-        "Amount": 57.14,
-        "Category": "Services"
-    },
-    {
-        "Trans. Date": "1/4/2018",
-        "Post Date": "1/7/2018",
-        "Description": "WWW.KOHLS.COM #0873 MIDDLETOWN OH",
-        "Amount": -7.9,
-        "Category": "Payments and Credits"
-    },
-    {
-        "Trans. Date": "1/5/2018",
-        "Post Date": "1/7/2018",
-        "Description": "PIZZA HUT 007946 STOW OH",
-        "Amount": 9.24,
-        "Category": "Restaurants"
-    },
-    {
-        "Trans. Date": "1/5/2018",
-        "Post Date": "1/7/2018",
-        "Description": "SUBWAY 00044289255 STOW OH",
-        "Amount": 10.25,
-        "Category": "Restaurants"
-    },
-    {
-        "Trans. Date": "1/6/2018",
-        "Post Date": "1/7/2018",
-        "Description": "ACME NO. 17 STOW OH",
-        "Amount": 103.98,
-        "Category": "Supermarkets"
-    },
-    {
-        "Trans. Date": "1/6/2018",
-        "Post Date": "1/7/2018",
-        "Description": "DISCOUNT DRUG MART 32 STOW OH",
-        "Amount": 1.69,
-        "Category": "Merchandise"
-    },
-    {
-        "Trans. Date": "1/6/2018",
-        "Post Date": "1/7/2018",
-        "Description": "DISCOUNT DRUG MART 32 STOW OH",
-        "Amount": 2.19,
-        "Category": "Merchandise"
-    },
-    {
-        "Trans. Date": "1/9/2018",
-        "Post Date": "1/9/2018",
-        "Description": "CIRCLE K 05416 STOW OH00947R",
-        "Amount": 3.94,
-        "Category": "Gasoline"
-    },
-    {
-        "Trans. Date": "1/9/2018",
-        "Post Date": "1/9/2018",
-        "Description": "CIRCLE K 05416 STOW OH00915R",
-        "Amount": 52.99,
-        "Category": "Gasoline"
-    },
-    {
-        "Trans. Date": "1/13/2018",
-        "Post Date": "1/13/2018",
-        "Description": "AUTOZONE #0722 STOW OH",
-        "Amount": 85.36,
-        "Category": "Automotive"
-    },
-    {
-        "Trans. Date": "1/13/2018",
-        "Post Date": "1/13/2018",
-        "Description": "DISCOUNT DRUG MART 32 STOW OH",
-        "Amount": 26.68,
-        "Category": "Merchandise"
-    },
-    {
-        "Trans. Date": "1/13/2018",
-        "Post Date": "1/13/2018",
-        "Description": "EL CAMPESINO STOW OH",
-        "Amount": 6.5,
-        "Category": "Restaurants"
-    },
-    {
-        "Trans. Date": "1/13/2018",
-        "Post Date": "1/13/2018",
-        "Description": "TARGET STOW OH",
-        "Amount": 197.9,
-        "Category": "Merchandise"
-    },
-    {
-        "Trans. Date": "1/14/2018",
-        "Post Date": "1/14/2018",
-        "Description": "DISCOUNT DRUG MART 32 STOW OH",
-        "Amount": 13.48,
-        "Category": "Merchandise"
-    },
-    {
-        "Trans. Date": "1/15/2018",
-        "Post Date": "1/15/2018",
-        "Description": "TARGET.COM * 800-591-3869 MN",
-        "Amount": 22.41,
-        "Category": "Merchandise"
-    },
-    {
-        "Trans. Date": "1/16/2018",
-        "Post Date": "1/16/2018",
-        "Description": "BUFFALO WILD WINGS KENT KENT OH",
-        "Amount": 63.22,
-        "Category": "Restaurants"
-    },
-    {
-        "Trans. Date": "1/16/2018",
-        "Post Date": "1/16/2018",
-        "Description": "PARTA - KCG KENT OH",
-        "Amount": 4,
-        "Category": "Government Services"
-    },
-    {
-        "Trans. Date": "1/16/2018",
-        "Post Date": "1/16/2018",
-        "Description": "REMEMBERNHU 402-935-7733 IA",
-        "Amount": 60,
-        "Category": "Services"
-    },
-    {
-        "Trans. Date": "1/16/2018",
-        "Post Date": "1/16/2018",
-        "Description": "TARGET.COM * 800-591-3869 MN",
-        "Amount": 44.81,
-        "Category": "Merchandise"
-    },
-    {
-        "Trans. Date": "1/16/2018",
-        "Post Date": "1/16/2018",
-        "Description": "TREE CITY COFFEE & PASTR KENT OH",
-        "Amount": 17.75,
-        "Category": "Restaurants"
-    },
-    {
-        "Trans. Date": "1/17/2018",
-        "Post Date": "1/17/2018",
-        "Description": "BESTBUYCOM805526794885 888-BESTBUY MN",
-        "Amount": 343.72,
-        "Category": "Merchandise"
-    },
-    {
-        "Trans. Date": "1/19/2018",
-        "Post Date": "1/19/2018",
-        "Description": "DISCOUNT DRUG MART 32 STOW OH",
-        "Amount": 5.98,
-        "Category": "Merchandise"
-    },
-    {
-        "Trans. Date": "1/19/2018",
-        "Post Date": "1/19/2018",
-        "Description": "U-HAUL OF KENT-STOW KENT OH",
-        "Amount": 15.88,
-        "Category": "Travel/ Entertainment"
-    },
-    {
-        "Trans. Date": "1/19/2018",
-        "Post Date": "1/19/2018",
-        "Description": "WALMART GROCERY 800-966-6546 AR",
-        "Amount": 5.99,
-        "Category": "Supermarkets"
-    },
-    {
-        "Trans. Date": "1/19/2018",
-        "Post Date": "1/19/2018",
-        "Description": "WALMART GROCERY 800-966-6546 AR",
-        "Amount": 17.16,
-        "Category": "Supermarkets"
-    },
-    {
-        "Trans. Date": "1/19/2018",
-        "Post Date": "1/19/2018",
-        "Description": "WALMART GROCERY 800-966-6546 AR",
-        "Amount": 500.97,
-        "Category": "Supermarkets"
-    },
-    {
-        "Trans. Date": "1/20/2018",
-        "Post Date": "1/20/2018",
-        "Description": "GOOGLE *GOOGLE PLAY G.CO/HELPPAY#CAP0HFFS7W",
-        "Amount": 2.12,
-        "Category": "Services"
-    },
-    {
-        "Trans. Date": "1/20/2018",
-        "Post Date": "1/20/2018",
-        "Description": "LOWE'S OF STOW, OH. STOW OH",
-        "Amount": 256.48,
-        "Category": "Home Improvement"
-    },
-    {
-        "Trans. Date": "1/23/2018",
-        "Post Date": "1/23/2018",
-        "Description": "CASHBACK BONUS REDEMPTION PYMT/STMT CRDT",
-        "Amount": -32.2,
-        "Category": "Awards and Rebate Credits"
-    },
-    {
-        "Trans. Date": "1/23/2018",
-        "Post Date": "1/23/2018",
-        "Description": "INTERNET PAYMENT - THANK YOU",
-        "Amount": -2394.51,
-        "Category": "Payments and Credits"
-    },
-    {
-        "Trans. Date": "1/27/2018",
-        "Post Date": "1/27/2018",
-        "Description": "GIANT-EAGLE #4096 STOW OH",
-        "Amount": 67.81,
-        "Category": "Supermarkets"
-    },
-    {
-        "Trans. Date": "1/27/2018",
-        "Post Date": "1/27/2018",
-        "Description": "OFFICEMAX/OFFICE DEPOT63 STOW OH",
-        "Amount": 21.06,
-        "Category": "Merchandise"
-    },
-    {
-        "Trans. Date": "1/27/2018",
-        "Post Date": "1/27/2018",
-        "Description": "TARGET STOW OH",
-        "Amount": 71,
-        "Category": "Merchandise"
-    },
-    {
-        "Trans. Date": "1/29/2018",
-        "Post Date": "1/29/2018",
-        "Description": "NETFLIX.COM NETFLIX.COM CA19899514437",
-        "Amount": 14.93,
-        "Category": "Services"
-    },
-    {
-        "Trans. Date": "1/30/2018",
-        "Post Date": "1/30/2018",
-        "Description": "SQ *TWISTED MELTZ KENT OH0002305843011416898511",
-        "Amount": 16.87,
-        "Category": "Restaurants"
-    },
-    {
-        "Trans. Date": "1/30/2018",
-        "Post Date": "1/30/2018",
-        "Description": "TARGET STOW OH",
-        "Amount": 49.37,
-        "Category": "Merchandise"
-    }
-]
\ No newline at end of file