diff --git a/dev-0/out.tsv b/dev-0/out.tsv
index d079673..bad7409 100644
--- a/dev-0/out.tsv
+++ b/dev-0/out.tsv
@@ -2399,7 +2399,7 @@
 1891.8254454938751
 1994.973087857785
 1895.7513842115543
-1818.468449786985
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 1916.4225469982782
 1925.8444768767752
 1803.6945227432166
@@ -4770,7 +4770,7 @@
 1877.9846992892226
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 1943.741259739466
@@ -6336,7 +6336,8 @@
 1974.1502369615996
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 1838.1608467765225
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 1851.5741435105465
 1920.8586218289263
 1828.99219378231
@@ -11780,7 +11781,7 @@
 1987.6178513090335
 1976.1096335883008
 1897.3822154643528
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 1793.8259724220343
 1856.8856127048498
 1935.8772372820815
@@ -11868,7 +11869,7 @@
 1906.6083785205117
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 1880.3702786837491
@@ -13607,7 +13608,8 @@
 1882.0478883198302
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 1832.5381472381803
 1908.4484935360613
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@@ -14150,7 +14152,7 @@
 1980.8143436550736
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 1890.065231312476
 1863.7765604110195
 1980.6354081854365
@@ -17368,7 +17370,7 @@
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 1800.1994574405205
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 1935.3331588825008
 2007.7035519353667
 1909.090541851314
@@ -19795,7 +19797,7 @@
 1898.696569031822
 1825.9802939645404
 1905.4852331424952
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 1977.6639932896976
 1943.9415272899018
 1928.926654259205
@@ -19996,5 +19998,3 @@
 2004.0621537194256
 1924.6022305381223
 1967.4833548100212
-1999.0
-1999.0
diff --git a/dev-1/out.tsv b/dev-1/out.tsv
index d46053f..c2f49c1 100644
--- a/dev-1/out.tsv
+++ b/dev-1/out.tsv
@@ -5092,7 +5092,8 @@
 1909.56242503168
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 1976.9427187889949
 1930.5965204821428
 1917.0939862972396
@@ -6910,7 +6911,7 @@
 1961.1725384202596
 1963.9217067157326
 1893.4105498020222
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 1917.6311354762902
 1975.6025888121983
@@ -10779,7 +10780,7 @@
 1994.0961323923023
 1938.0237957835966
 1990.889018140576
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 1946.5265433699708
 1929.3545648330125
 1987.6455689218913
@@ -10891,7 +10892,7 @@
 1955.8104187740462
 1926.633915138585
 1935.1304506914537
-1942.248290403189
+1940.7148364219047
 1893.7314353356096
 1910.9624947958764
 1958.6362159089115
@@ -11560,4 +11561,3 @@
 1935.8485031558441
 1940.562491157199
 1958.4093899338734
-1999.0
\ No newline at end of file
diff --git a/run.ipynb b/run.ipynb
index 486fbdb..511eb4b 100644
--- a/run.ipynb
+++ b/run.ipynb
@@ -504,29 +504,34 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 127,
+   "execution_count": 157,
    "metadata": {},
    "outputs": [],
    "source": [
-    "testXPath = \"./dev-1/in.tsv\"\n",
-    "testYPath = \"./dev-1/out.tsv\"\n",
+    "testXPath = \"./test-A/in.tsv\"\n",
+    "testYPath = \"./test-A/out.tsv\"\n",
     "\n",
-    "testX = pd.read_csv(testXPath, sep='\\t', nrows=nrows, header=None)\n",
+    "# testX = pd.read_csv(testXPath, sep='\\t', nrows=nrows, header=None, skip_blank_lines=False)\n",
     "# testY = pd.read_csv(testYPath, sep='\\t', nrows=nrows, header=None)\n",
+    "reviews = []\n",
+    "with open(testXPath, 'r', encoding=\"utf8\") as openfile:\n",
+    "    for line in openfile:\n",
+    "        reviews.append(line)\n",
+    "    testX = pd.DataFrame(reviews)\n",
     "testXtfidfVector = vectorizer.transform(testX[0])\n"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 128,
+   "execution_count": 158,
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "11562\n",
-      "11562\n"
+      "14220\n",
+      "14220\n"
      ]
     }
    ],
@@ -538,14 +543,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 117,
+   "execution_count": 159,
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "11562\n"
+      "14220\n"
      ]
     }
    ],
diff --git a/test-A/out.tsv b/test-A/out.tsv
index ee694fa..67acd41 100644
--- a/test-A/out.tsv
+++ b/test-A/out.tsv
@@ -206,7 +206,7 @@
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 1907.5442950788085
@@ -961,7 +961,7 @@
 1911.978549223843
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 2013.3192694175561
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+1910.4291713668608
 1957.179565988373
 1971.0504703681663
 2000.595229979751
@@ -1458,7 +1458,7 @@
 1903.1783917758141
 1904.1313760354244
 1897.4844568570802
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@@ -1944,7 +1944,7 @@
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@@ -3448,7 +3448,8 @@
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@@ -5241,7 +5242,7 @@
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 1998.1846287501376
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 1906.571359305605
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 1933.8425059929073
@@ -6326,7 +6327,7 @@
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 1833.617092397901
@@ -8450,7 +8451,7 @@
 1940.4785618713847
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 1913.2727194544962
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+1939.8872547798828
 1905.9918163328934
 1939.3018559789575
 1938.7494877668814
@@ -10178,7 +10179,7 @@
 1934.930332546927
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 1914.1797648588122
 1977.055073972757
 1972.2950606109712
@@ -11287,7 +11288,7 @@
 1931.7839823275406
 1856.130787467182
 1967.186168494344
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 1925.7029500805036
 1964.9327312548162
 1904.5121779427361
@@ -13417,7 +13418,7 @@
 1991.6331877838395
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 1987.8174233479353
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 1952.1602111681595
 1950.9861520180957
 1906.0082808001252
@@ -14217,4 +14218,3 @@
 1936.0490932436148
 1990.1215448613398
 1913.0711081496029
-1999.0
\ No newline at end of file