diff --git a/json/AM216_Final_Project_Links/train_100.json b/json/AM216_Final_Project_Links/train_100.json
new file mode 100644
index 0000000000000000000000000000000000000000..5a917a1b9669cf75c6a04db360a666ece22f05f0
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diff --git a/json/AM216_Final_Project_Links/train_101.json b/json/AM216_Final_Project_Links/train_101.json
new file mode 100644
index 0000000000000000000000000000000000000000..3078d1e69d68f60ad7b017b7740781d1f3b5de2d
--- /dev/null
+++ b/json/AM216_Final_Project_Links/train_101.json
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diff --git a/json/AM216_Final_Project_Links/train_102.json b/json/AM216_Final_Project_Links/train_102.json
new file mode 100644
index 0000000000000000000000000000000000000000..ba960fe4e2147a13c6ca3a7dc7e8b9db67b4ece2
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diff --git a/json/AM216_Final_Project_Links/train_103.json b/json/AM216_Final_Project_Links/train_103.json
new file mode 100644
index 0000000000000000000000000000000000000000..32a76d73f54772ed9bc0f8cb19459d945df99811
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diff --git a/json/AM216_Final_Project_Links/train_104.json b/json/AM216_Final_Project_Links/train_104.json
new file mode 100644
index 0000000000000000000000000000000000000000..46069ed4413171b05abe4c7e54d3d0698e321396
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new file mode 100644
index 0000000000000000000000000000000000000000..d713e5f358f20c2c5b9b7057e352055a302c57a5
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diff --git a/json/AM216_Final_Project_Links/train_106.json b/json/AM216_Final_Project_Links/train_106.json
new file mode 100644
index 0000000000000000000000000000000000000000..1dde12b9e80a7c70d5b55560cc49ae76cc28ad51
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+++ b/json/AM216_Final_Project_Links/train_106.json
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diff --git a/json/AM216_Final_Project_Links/train_107.json b/json/AM216_Final_Project_Links/train_107.json
new file mode 100644
index 0000000000000000000000000000000000000000..a7a7f0184a28066664db2fe96e5785ca50bb484f
--- /dev/null
+++ b/json/AM216_Final_Project_Links/train_107.json
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diff --git a/json/AM216_Final_Project_Links/train_108.json b/json/AM216_Final_Project_Links/train_108.json
new file mode 100644
index 0000000000000000000000000000000000000000..b17ba4b28c2a73334a7f9b501ff40d4f555a82ac
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+++ b/json/AM216_Final_Project_Links/train_108.json
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diff --git a/json/AM216_Final_Project_Links/train_109.json b/json/AM216_Final_Project_Links/train_109.json
new file mode 100644
index 0000000000000000000000000000000000000000..116f6bc8a89d47e242257cd6f3428e91cfd0361e
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diff --git a/json/AM216_Final_Project_Links/train_111.json b/json/AM216_Final_Project_Links/train_111.json
new file mode 100644
index 0000000000000000000000000000000000000000..f19e8f9e1200bd1787a199bb401d96a923bfd249
--- /dev/null
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\ No newline at end of file
diff --git a/json/AM216_Final_Project_Links/train_112.json b/json/AM216_Final_Project_Links/train_112.json
new file mode 100644
index 0000000000000000000000000000000000000000..881b39619bd321fd2a515604c1808cf25a5cf4c1
--- /dev/null
+++ b/json/AM216_Final_Project_Links/train_112.json
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diff --git a/json/AM216_Final_Project_Links/train_113.json b/json/AM216_Final_Project_Links/train_113.json
new file mode 100644
index 0000000000000000000000000000000000000000..e0e5526dc1c086ff9ce6eaecfaa24853a81b6640
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diff --git a/json/AM216_Final_Project_Links/train_114.json b/json/AM216_Final_Project_Links/train_114.json
new file mode 100644
index 0000000000000000000000000000000000000000..669d12c2740857756a3fac0862e579b75e131d44
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diff --git a/json/AM216_Final_Project_Links/train_115.json b/json/AM216_Final_Project_Links/train_115.json
new file mode 100644
index 0000000000000000000000000000000000000000..1db5a5f59351cedc7637e1fdec0ae0db2eb4738d
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new file mode 100644
index 0000000000000000000000000000000000000000..6462fcb14dd52be73daef12d22fe084f58dac5fe
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diff --git a/json/AM216_Final_Project_Links/train_117.json b/json/AM216_Final_Project_Links/train_117.json
new file mode 100644
index 0000000000000000000000000000000000000000..724ce122685a41c32072b901e5b7c88fc0a6df31
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+++ b/json/AM216_Final_Project_Links/train_117.json
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diff --git a/json/AM216_Final_Project_Links/train_118.json b/json/AM216_Final_Project_Links/train_118.json
new file mode 100644
index 0000000000000000000000000000000000000000..003aacfac5f64c5e07b3a064ecf78e722a8b9bd7
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diff --git a/json/AM216_Final_Project_Links/train_119.json b/json/AM216_Final_Project_Links/train_119.json
new file mode 100644
index 0000000000000000000000000000000000000000..7cca0a644e96a058ce7d6fce7c29a1bb547fa2b1
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diff --git a/json/AM216_Final_Project_Links/train_120.json b/json/AM216_Final_Project_Links/train_120.json
new file mode 100644
index 0000000000000000000000000000000000000000..b44143e6e1340f8c190721a36d0d62e7adc706b7
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diff --git a/json/AM216_Final_Project_Links/train_122.json b/json/AM216_Final_Project_Links/train_122.json
new file mode 100644
index 0000000000000000000000000000000000000000..c2e4f79048785578dfbee0b2a17f537f71a67184
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\ No newline at end of file
diff --git a/json/AM216_Final_Project_Links/train_123.json b/json/AM216_Final_Project_Links/train_123.json
new file mode 100644
index 0000000000000000000000000000000000000000..141312bd60014bb8ee98e6d04ef3244547ffee6a
--- /dev/null
+++ b/json/AM216_Final_Project_Links/train_123.json
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diff --git a/json/AM216_Final_Project_Links/train_124.json b/json/AM216_Final_Project_Links/train_124.json
new file mode 100644
index 0000000000000000000000000000000000000000..16df2d1c7eee58be12632c779efaf00efefe6586
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diff --git a/json/AM216_Final_Project_Links/train_125.json b/json/AM216_Final_Project_Links/train_125.json
new file mode 100644
index 0000000000000000000000000000000000000000..48e9320eb4d267841e2e8afbc5e5351f9aeb6046
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diff --git a/json/AM216_Final_Project_Links/train_126.json b/json/AM216_Final_Project_Links/train_126.json
new file mode 100644
index 0000000000000000000000000000000000000000..9e3581a5983131df584f8c69967eedd0fceef721
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diff --git a/json/AM216_Final_Project_Links/train_127.json b/json/AM216_Final_Project_Links/train_127.json
new file mode 100644
index 0000000000000000000000000000000000000000..ca8a444c08cfbe344d7ec75788050ae735416da9
--- /dev/null
+++ b/json/AM216_Final_Project_Links/train_127.json
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diff --git a/json/AM216_Final_Project_Links/train_128.json b/json/AM216_Final_Project_Links/train_128.json
new file mode 100644
index 0000000000000000000000000000000000000000..1c4e3bbd7bc6bc778d1ad3ebaa9f3d1e1d774295
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diff --git a/json/AM216_Final_Project_Links/train_129.json b/json/AM216_Final_Project_Links/train_129.json
new file mode 100644
index 0000000000000000000000000000000000000000..e843d15374d395db5cadc3501ee5aada2ee38e52
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diff --git a/json/AM216_Final_Project_Links/train_130.json b/json/AM216_Final_Project_Links/train_130.json
new file mode 100644
index 0000000000000000000000000000000000000000..ee59ac276fa68a2c7f1915a0399af3d4a63f7750
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diff --git a/json/AM216_Final_Project_Links/train_131.json b/json/AM216_Final_Project_Links/train_131.json
new file mode 100644
index 0000000000000000000000000000000000000000..8c6b935a4764801ebef8ee2db589b0db2bc26fca
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diff --git a/json/AM216_Final_Project_Links/train_133.json b/json/AM216_Final_Project_Links/train_133.json
new file mode 100644
index 0000000000000000000000000000000000000000..7431e07a4d3789f075c73069b1889ce8b26f783c
--- /dev/null
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\ No newline at end of file
diff --git a/json/AM216_Final_Project_Links/train_134.json b/json/AM216_Final_Project_Links/train_134.json
new file mode 100644
index 0000000000000000000000000000000000000000..44dad6be3968a94ff3d0c569a2228484d22eb242
--- /dev/null
+++ b/json/AM216_Final_Project_Links/train_134.json
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diff --git a/json/AM216_Final_Project_Links/train_135.json b/json/AM216_Final_Project_Links/train_135.json
new file mode 100644
index 0000000000000000000000000000000000000000..e1a4fce16529ff4b63abe069914bcf566db2744d
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diff --git a/json/AM216_Final_Project_Links/train_136.json b/json/AM216_Final_Project_Links/train_136.json
new file mode 100644
index 0000000000000000000000000000000000000000..06655f28eb0be082cbb9801d87bf0af6f8661a1c
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diff --git a/json/AM216_Final_Project_Links/train_137.json b/json/AM216_Final_Project_Links/train_137.json
new file mode 100644
index 0000000000000000000000000000000000000000..b894af575f51c93124cf4e6db12e4298a9444e18
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+++ b/json/AM216_Final_Project_Links/train_137.json
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diff --git a/json/AM216_Final_Project_Links/train_138.json b/json/AM216_Final_Project_Links/train_138.json
new file mode 100644
index 0000000000000000000000000000000000000000..eed001e58bf8b340a4572a4525ba7937eea7f621
--- /dev/null
+++ b/json/AM216_Final_Project_Links/train_138.json
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diff --git a/json/AM216_Final_Project_Links/train_139.json b/json/AM216_Final_Project_Links/train_139.json
new file mode 100644
index 0000000000000000000000000000000000000000..1e7cd7b668580adbd627dad1d2bfb8de76807a1c
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diff --git a/json/AM216_Final_Project_Links/train_140.json b/json/AM216_Final_Project_Links/train_140.json
new file mode 100644
index 0000000000000000000000000000000000000000..0320dd31eac61de8ecccbff2bb036130db7a4f1e
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diff --git a/json/AM216_Final_Project_Links/train_141.json b/json/AM216_Final_Project_Links/train_141.json
new file mode 100644
index 0000000000000000000000000000000000000000..433c2dad6998c25eb6c5f56fa465ae9535956136
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diff --git a/json/AM216_Final_Project_Links/train_142.json b/json/AM216_Final_Project_Links/train_142.json
new file mode 100644
index 0000000000000000000000000000000000000000..cc59bc78e91171798c926998cb69ce1421606206
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diff --git a/json/AM216_Final_Project_Links/train_144.json b/json/AM216_Final_Project_Links/train_144.json
new file mode 100644
index 0000000000000000000000000000000000000000..63803a18aef3e67fc9f670e3475e1a0d278c6975
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\ No newline at end of file
diff --git a/json/AM216_Final_Project_Links/train_145.json b/json/AM216_Final_Project_Links/train_145.json
new file mode 100644
index 0000000000000000000000000000000000000000..160c63c9ab38282002543b717e70ae1604b24528
--- /dev/null
+++ b/json/AM216_Final_Project_Links/train_145.json
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diff --git a/json/AM216_Final_Project_Links/train_146.json b/json/AM216_Final_Project_Links/train_146.json
new file mode 100644
index 0000000000000000000000000000000000000000..677aee5123ef03898edb8cf72fe77825a772f77a
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new file mode 100644
index 0000000000000000000000000000000000000000..aa184324f1fee1ef90355d5874553afb07550117
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diff --git a/json/AM216_Final_Project_Links/train_148.json b/json/AM216_Final_Project_Links/train_148.json
new file mode 100644
index 0000000000000000000000000000000000000000..bea7706799d3780225d635d3bbf0aa6940dc78d4
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diff --git a/json/AM216_Final_Project_Links/train_149.json b/json/AM216_Final_Project_Links/train_149.json
new file mode 100644
index 0000000000000000000000000000000000000000..7fe6a3c609d708c2d89065b24f6d67b8d7c85668
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diff --git a/json/AM216_Final_Project_Links/train_150.json b/json/AM216_Final_Project_Links/train_150.json
new file mode 100644
index 0000000000000000000000000000000000000000..fc0c67d9efbfcea9530ea77440d546f4563566b6
--- /dev/null
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diff --git a/json/AM216_Final_Project_Links/train_151.json b/json/AM216_Final_Project_Links/train_151.json
new file mode 100644
index 0000000000000000000000000000000000000000..5d73b53769efe621ae29808e986fb5e230d4ec1e
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diff --git a/json/AM216_Final_Project_Links/train_152.json b/json/AM216_Final_Project_Links/train_152.json
new file mode 100644
index 0000000000000000000000000000000000000000..67c0439c4f76e41b940b458ab13580fb0e9cc75b
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diff --git a/json/AM216_Final_Project_Links/train_153.json b/json/AM216_Final_Project_Links/train_153.json
new file mode 100644
index 0000000000000000000000000000000000000000..a071299a90b3a9d18af983713c77b09589e93c13
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diff --git a/json/AM216_Final_Project_Links/train_154.json b/json/AM216_Final_Project_Links/train_154.json
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diff --git a/json/AM216_Final_Project_Links/train_155.json b/json/AM216_Final_Project_Links/train_155.json
new file mode 100644
index 0000000000000000000000000000000000000000..4fbded05fe5d698ad4172f1df14a43fc7e204977
--- /dev/null
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\ No newline at end of file
diff --git a/json/AM216_Final_Project_Links/train_156.json b/json/AM216_Final_Project_Links/train_156.json
new file mode 100644
index 0000000000000000000000000000000000000000..e087ef67bd0093e0b45534ae8137042bb2b58c7d
--- /dev/null
+++ b/json/AM216_Final_Project_Links/train_156.json
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diff --git a/json/AM216_Final_Project_Links/train_157.json b/json/AM216_Final_Project_Links/train_157.json
new file mode 100644
index 0000000000000000000000000000000000000000..ba34ce184b683e9613af8dd2f7f11d8b095cf316
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diff --git a/json/AM216_Final_Project_Links/train_158.json b/json/AM216_Final_Project_Links/train_158.json
new file mode 100644
index 0000000000000000000000000000000000000000..485f69a756e8ac8eb6bf84a0cb2efcfe99b577da
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+++ b/json/AM216_Final_Project_Links/train_158.json
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diff --git a/json/AM216_Final_Project_Links/train_159.json b/json/AM216_Final_Project_Links/train_159.json
new file mode 100644
index 0000000000000000000000000000000000000000..9580688c75dc7a97ab15655fe8c81f58db9d1d30
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diff --git a/json/AM216_Final_Project_Links/train_160.json b/json/AM216_Final_Project_Links/train_160.json
new file mode 100644
index 0000000000000000000000000000000000000000..1f032e2754721656b39cb360126acb2e4e16841e
--- /dev/null
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diff --git a/json/AM216_Final_Project_Links/train_161.json b/json/AM216_Final_Project_Links/train_161.json
new file mode 100644
index 0000000000000000000000000000000000000000..2af4b658b8f45dfee646ce46a01061cca5982a3e
--- /dev/null
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diff --git a/json/AM216_Final_Project_Links/train_162.json b/json/AM216_Final_Project_Links/train_162.json
new file mode 100644
index 0000000000000000000000000000000000000000..5aafa516eac6749e3b1d0aac34a7364777e33b9b
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+++ b/json/AM216_Final_Project_Links/train_162.json
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diff --git a/json/AM216_Final_Project_Links/train_163.json b/json/AM216_Final_Project_Links/train_163.json
new file mode 100644
index 0000000000000000000000000000000000000000..a34394d8908f41ef703fc5754367562adb786453
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diff --git a/json/AM216_Final_Project_Links/train_164.json b/json/AM216_Final_Project_Links/train_164.json
new file mode 100644
index 0000000000000000000000000000000000000000..c38c45f893577350c679480a2c16c44400061691
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\ No newline at end of file
diff --git a/json/AM216_Final_Project_Links/train_166.json b/json/AM216_Final_Project_Links/train_166.json
new file mode 100644
index 0000000000000000000000000000000000000000..5cba6a4ca6ff2d2fe0a5d8050ec26d29b915a9a2
--- /dev/null
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\ No newline at end of file
diff --git a/json/AM216_Final_Project_Links/train_167.json b/json/AM216_Final_Project_Links/train_167.json
new file mode 100644
index 0000000000000000000000000000000000000000..ee747cb882db238253a31ac3a120660febac77f1
--- /dev/null
+++ b/json/AM216_Final_Project_Links/train_167.json
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new file mode 100644
index 0000000000000000000000000000000000000000..e8fe0b704ce2ad34cf649663820554de88a18555
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new file mode 100644
index 0000000000000000000000000000000000000000..a190d4b0ff938cd7815908396c202cc424c18e10
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diff --git a/json/AM216_Final_Project_Links/train_170.json b/json/AM216_Final_Project_Links/train_170.json
new file mode 100644
index 0000000000000000000000000000000000000000..dd1c412719e9f4d3bc65537859ac374e570a89be
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new file mode 100644
index 0000000000000000000000000000000000000000..ba196bbe623287eb29436f6c59e608cbbf12427f
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diff --git a/json/AM216_Final_Project_Links/train_172.json b/json/AM216_Final_Project_Links/train_172.json
new file mode 100644
index 0000000000000000000000000000000000000000..664c22019d25b9ae93e0377fca878e8c7dcce124
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+++ b/json/AM216_Final_Project_Links/train_172.json
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diff --git a/json/AM216_Final_Project_Links/train_173.json b/json/AM216_Final_Project_Links/train_173.json
new file mode 100644
index 0000000000000000000000000000000000000000..bdb0fe4e8b46371073caf69480554e14a9f8a93f
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diff --git a/json/AM216_Final_Project_Links/train_174.json b/json/AM216_Final_Project_Links/train_174.json
new file mode 100644
index 0000000000000000000000000000000000000000..969ada60ddc6eb871f201f400613be01e11a1a9d
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diff --git a/json/AM216_Final_Project_Links/train_175.json b/json/AM216_Final_Project_Links/train_175.json
new file mode 100644
index 0000000000000000000000000000000000000000..1b734570d97ef576e8f887c9294f8c99da548e3c
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diff --git a/json/AM216_Final_Project_Links/train_177.json b/json/AM216_Final_Project_Links/train_177.json
new file mode 100644
index 0000000000000000000000000000000000000000..105303d22f3720cd92d583b3d95ee352c56bcd32
--- /dev/null
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diff --git a/json/AM216_Final_Project_Links/train_178.json b/json/AM216_Final_Project_Links/train_178.json
new file mode 100644
index 0000000000000000000000000000000000000000..15eb504b965fb262bdaa7b09b49dfdf12b43f27a
--- /dev/null
+++ b/json/AM216_Final_Project_Links/train_178.json
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diff --git a/json/AM216_Final_Project_Links/train_179.json b/json/AM216_Final_Project_Links/train_179.json
new file mode 100644
index 0000000000000000000000000000000000000000..f60d8399c01f2d9478a7afd74d59c5f886e0a267
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diff --git a/json/AM216_Final_Project_Links/train_180.json b/json/AM216_Final_Project_Links/train_180.json
new file mode 100644
index 0000000000000000000000000000000000000000..5ff10f77951558e991ca5ba87f9e175572dc048d
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diff --git a/json/AM216_Final_Project_Links/train_181.json b/json/AM216_Final_Project_Links/train_181.json
new file mode 100644
index 0000000000000000000000000000000000000000..90add1c811de9d6f0b07ee4aca8ace8d41a4ee86
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new file mode 100644
index 0000000000000000000000000000000000000000..7cde0926cf63566a30ba863adce8fe7839803b97
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diff --git a/json/AM216_Final_Project_Links/train_183.json b/json/AM216_Final_Project_Links/train_183.json
new file mode 100644
index 0000000000000000000000000000000000000000..e04b34ba5fc43585ac2c8fb654e1d421faa55006
--- /dev/null
+++ b/json/AM216_Final_Project_Links/train_183.json
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diff --git a/json/AM216_Final_Project_Links/train_184.json b/json/AM216_Final_Project_Links/train_184.json
new file mode 100644
index 0000000000000000000000000000000000000000..3c9c7b343d526ff7f513b449e6b06fd10cd880f7
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diff --git a/json/AM216_Final_Project_Links/train_185.json b/json/AM216_Final_Project_Links/train_185.json
new file mode 100644
index 0000000000000000000000000000000000000000..a24eca80aefa70cefdafb609229ded4bf87d5fda
--- /dev/null
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diff --git a/json/AM216_Final_Project_Links/train_186.json b/json/AM216_Final_Project_Links/train_186.json
new file mode 100644
index 0000000000000000000000000000000000000000..6c30615dba40ad4c6f933a36513824543edd6edf
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+++ b/json/AM216_Final_Project_Links/train_186.json
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diff --git a/json/AM216_Final_Project_Links/train_188.json b/json/AM216_Final_Project_Links/train_188.json
new file mode 100644
index 0000000000000000000000000000000000000000..77d26a3ba20b1e333cd4ba191ceedd4a16038109
--- /dev/null
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diff --git a/json/AM216_Final_Project_Links/train_189.json b/json/AM216_Final_Project_Links/train_189.json
new file mode 100644
index 0000000000000000000000000000000000000000..3a1c4fb87d016fd88e4fb82b8b1fe99250366208
--- /dev/null
+++ b/json/AM216_Final_Project_Links/train_189.json
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new file mode 100644
index 0000000000000000000000000000000000000000..9eba6ddd039145ebd7ad47dd3cffbde14eae0dda
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diff --git a/json/AM216_Final_Project_Links/train_191.json b/json/AM216_Final_Project_Links/train_191.json
new file mode 100644
index 0000000000000000000000000000000000000000..7af477f319b7b8eaa3bb2d0cd7cbc8e764abfac3
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diff --git a/json/AM216_Final_Project_Links/train_192.json b/json/AM216_Final_Project_Links/train_192.json
new file mode 100644
index 0000000000000000000000000000000000000000..651ad51f7eb49baf7b1afe418c3d117d7c412d3c
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new file mode 100644
index 0000000000000000000000000000000000000000..e268add93a92793c48685ad36ff762d18d17b367
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diff --git a/json/AM216_Final_Project_Links/train_194.json b/json/AM216_Final_Project_Links/train_194.json
new file mode 100644
index 0000000000000000000000000000000000000000..28e8b9f69e3e319d6b62165854207fd1f166e884
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+++ b/json/AM216_Final_Project_Links/train_194.json
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diff --git a/json/AM216_Final_Project_Links/train_195.json b/json/AM216_Final_Project_Links/train_195.json
new file mode 100644
index 0000000000000000000000000000000000000000..6d3443e317785d9549a274e4a71a0816079fe961
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diff --git a/json/AM216_Final_Project_Links/train_196.json b/json/AM216_Final_Project_Links/train_196.json
new file mode 100644
index 0000000000000000000000000000000000000000..e795631b2ebe19b1873b229fdd33977b2a9882b5
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+++ b/json/AM216_Final_Project_Links/train_196.json
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new file mode 100644
index 0000000000000000000000000000000000000000..4b89a840bc56ecffdcde5dd985293185f97bd337
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diff --git a/json/AM216_Final_Project_Links/train_199.json b/json/AM216_Final_Project_Links/train_199.json
new file mode 100644
index 0000000000000000000000000000000000000000..4c312acae603276d950fab64d71e013a872f3aa2
--- /dev/null
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\ No newline at end of file
diff --git a/json/AM216_Final_Project_Links/train_200.json b/json/AM216_Final_Project_Links/train_200.json
new file mode 100644
index 0000000000000000000000000000000000000000..a32068408de1c28bb889afaca72a5e562cfdc749
--- /dev/null
+++ b/json/AM216_Final_Project_Links/train_200.json
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diff --git a/json/AM216_Final_Project_Links/train_201.json b/json/AM216_Final_Project_Links/train_201.json
new file mode 100644
index 0000000000000000000000000000000000000000..a27ba840caaece03efdfca45eebfc4ef667fa6fa
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diff --git a/json/AM216_Final_Project_Links/train_202.json b/json/AM216_Final_Project_Links/train_202.json
new file mode 100644
index 0000000000000000000000000000000000000000..d9efe8e3a2304099f5f54b1f629d0adb6725ac8e
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new file mode 100644
index 0000000000000000000000000000000000000000..eedea765fb4d054056e52bcff137f50d01bd95b9
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new file mode 100644
index 0000000000000000000000000000000000000000..3fb4e2cb6a2e54ce4775b542ad4fbe9e488b7ce2
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diff --git a/json/AM216_Final_Project_Links/train_205.json b/json/AM216_Final_Project_Links/train_205.json
new file mode 100644
index 0000000000000000000000000000000000000000..e789fe5e797904de8a5214d610e2119546112c28
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new file mode 100644
index 0000000000000000000000000000000000000000..3f3c9a51b9acc99d03c97ca0611b0290a0f28d1c
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diff --git a/json/AM216_Final_Project_Links/train_207.json b/json/AM216_Final_Project_Links/train_207.json
new file mode 100644
index 0000000000000000000000000000000000000000..3d8adfc51aa1b758a89ef5cd43bfc3e9c3ce03f3
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diff --git a/json/AM216_Final_Project_Links/train_208.json b/json/AM216_Final_Project_Links/train_208.json
new file mode 100644
index 0000000000000000000000000000000000000000..3465d1af2c6c90bf35e9ec94b7ea2f0415382007
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+++ b/json/AM216_Final_Project_Links/train_208.json
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index 0000000000000000000000000000000000000000..6331a8b14bac15bf0cd7b7421aafc89070ff4775
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diff --git a/json/AM216_Final_Project_Links/train_210.json b/json/AM216_Final_Project_Links/train_210.json
new file mode 100644
index 0000000000000000000000000000000000000000..15bcafb19415d905becc8d869c4a528825b9e4c8
--- /dev/null
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diff --git a/json/AM216_Final_Project_Links/train_211.json b/json/AM216_Final_Project_Links/train_211.json
new file mode 100644
index 0000000000000000000000000000000000000000..c620dafac22b19a5506a4b55f21cb461e4c4d42e
--- /dev/null
+++ b/json/AM216_Final_Project_Links/train_211.json
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diff --git a/json/AM216_Final_Project_Links/train_212.json b/json/AM216_Final_Project_Links/train_212.json
new file mode 100644
index 0000000000000000000000000000000000000000..94f4e2371c38fd4778af890c5cbe0aa28e4003e5
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new file mode 100644
index 0000000000000000000000000000000000000000..35d80b4fd9a31fad99ff6b6165aa15b55f314ea2
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new file mode 100644
index 0000000000000000000000000000000000000000..ba2e3a824546ff4beb3923a4625b34f4c8d8b391
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diff --git a/json/AM216_Final_Project_Links/train_215.json b/json/AM216_Final_Project_Links/train_215.json
new file mode 100644
index 0000000000000000000000000000000000000000..8e74c4e0c83120039fb6bc0d3861bf88a43458a8
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diff --git a/json/AM216_Final_Project_Links/train_216.json b/json/AM216_Final_Project_Links/train_216.json
new file mode 100644
index 0000000000000000000000000000000000000000..b4f16bc0dc928405521f05d8371bb13b38ff5a8c
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diff --git a/json/AM216_Final_Project_Links/train_217.json b/json/AM216_Final_Project_Links/train_217.json
new file mode 100644
index 0000000000000000000000000000000000000000..cb0519b8c83356260c5766c33c2c4362c3d7e9d0
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diff --git a/json/AM216_Final_Project_Links/train_218.json b/json/AM216_Final_Project_Links/train_218.json
new file mode 100644
index 0000000000000000000000000000000000000000..0bc8ced568817bc131091ca9883337ab64cec65c
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diff --git a/json/AM216_Final_Project_Links/train_219.json b/json/AM216_Final_Project_Links/train_219.json
new file mode 100644
index 0000000000000000000000000000000000000000..0c4a11bf58421a94865a48a6fe22e326c4a16b08
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diff --git a/json/AM216_Final_Project_Links/train_220.json b/json/AM216_Final_Project_Links/train_220.json
new file mode 100644
index 0000000000000000000000000000000000000000..c77f87289096d3ca83e7bb56423cccc537026c72
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diff --git a/json/AM216_Final_Project_Links/train_221.json b/json/AM216_Final_Project_Links/train_221.json
new file mode 100644
index 0000000000000000000000000000000000000000..e2d96cb37b91c82735dba1179f322720f9b89753
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\ No newline at end of file
diff --git a/json/AM216_Final_Project_Links/train_222.json b/json/AM216_Final_Project_Links/train_222.json
new file mode 100644
index 0000000000000000000000000000000000000000..174097b74ee3069e3ba1cb5440510f9dce308a02
--- /dev/null
+++ b/json/AM216_Final_Project_Links/train_222.json
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diff --git a/json/AM216_Final_Project_Links/train_223.json b/json/AM216_Final_Project_Links/train_223.json
new file mode 100644
index 0000000000000000000000000000000000000000..f535d0d62b69cfe95cce4a65729920c82cb5ab40
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+++ b/json/AM216_Final_Project_Links/train_223.json
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diff --git a/json/AM216_Final_Project_Links/train_224.json b/json/AM216_Final_Project_Links/train_224.json
new file mode 100644
index 0000000000000000000000000000000000000000..74d4e311eb3aa0cc46e3e1013cd12bd2bb45352b
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diff --git a/json/AM216_Final_Project_Links/train_225.json b/json/AM216_Final_Project_Links/train_225.json
new file mode 100644
index 0000000000000000000000000000000000000000..8f8f41c96cff10c96d3cc58663f1371f33add1bb
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diff --git a/json/AM216_Final_Project_Links/train_226.json b/json/AM216_Final_Project_Links/train_226.json
new file mode 100644
index 0000000000000000000000000000000000000000..180c224c58cb0fb78ebc8e66b940ca08b12dc0aa
--- /dev/null
+++ b/json/AM216_Final_Project_Links/train_226.json
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diff --git a/json/AM216_Final_Project_Links/train_227.json b/json/AM216_Final_Project_Links/train_227.json
new file mode 100644
index 0000000000000000000000000000000000000000..eba9e5d1635030226f6411de0b57a9415eb7eccc
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+++ b/json/AM216_Final_Project_Links/train_227.json
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diff --git a/json/AM216_Final_Project_Links/train_228.json b/json/AM216_Final_Project_Links/train_228.json
new file mode 100644
index 0000000000000000000000000000000000000000..881e1951f24fa5f6575987d1b46be09ce6510f89
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diff --git a/json/AM216_Final_Project_Links/train_229.json b/json/AM216_Final_Project_Links/train_229.json
new file mode 100644
index 0000000000000000000000000000000000000000..1700cb668a5ed7d5bf95a333e68111d25a246f65
--- /dev/null
+++ b/json/AM216_Final_Project_Links/train_229.json
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diff --git a/json/AM216_Final_Project_Links/train_230.json b/json/AM216_Final_Project_Links/train_230.json
new file mode 100644
index 0000000000000000000000000000000000000000..313dc69f69d9d351fbd5399cbfa2ae0816e362cf
--- /dev/null
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diff --git a/json/AM216_Final_Project_Links/train_231.json b/json/AM216_Final_Project_Links/train_231.json
new file mode 100644
index 0000000000000000000000000000000000000000..32a31dd12b4b66b722570b06a5bc33dd3db1ccdd
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diff --git a/json/AM216_Final_Project_Links/train_232.json b/json/AM216_Final_Project_Links/train_232.json
new file mode 100644
index 0000000000000000000000000000000000000000..137c110707e28e7d33d5cc8dd287d5f762be55b1
--- /dev/null
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\ No newline at end of file
diff --git a/json/AM216_Final_Project_Links/train_233.json b/json/AM216_Final_Project_Links/train_233.json
new file mode 100644
index 0000000000000000000000000000000000000000..b84fb02c0c4c320254881cd46cf7e07ad2ab5a77
--- /dev/null
+++ b/json/AM216_Final_Project_Links/train_233.json
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diff --git a/json/AM216_Final_Project_Links/train_234.json b/json/AM216_Final_Project_Links/train_234.json
new file mode 100644
index 0000000000000000000000000000000000000000..3ad5597fcb8d19a0b529e341103a011e5facc45b
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diff --git a/json/AM216_Final_Project_Links/train_235.json b/json/AM216_Final_Project_Links/train_235.json
new file mode 100644
index 0000000000000000000000000000000000000000..d9c673220d69d9664211af1a2f0152813ad3e717
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diff --git a/json/AM216_Final_Project_Links/train_236.json b/json/AM216_Final_Project_Links/train_236.json
new file mode 100644
index 0000000000000000000000000000000000000000..6b5c8e07ae5f3cd7cc172193f30deb44d347823c
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+++ b/json/AM216_Final_Project_Links/train_236.json
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diff --git a/json/AM216_Final_Project_Links/train_237.json b/json/AM216_Final_Project_Links/train_237.json
new file mode 100644
index 0000000000000000000000000000000000000000..3e9dfcec6b1aa48b517fe975ca24de51208f2ee6
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diff --git a/json/AM216_Final_Project_Links/train_238.json b/json/AM216_Final_Project_Links/train_238.json
new file mode 100644
index 0000000000000000000000000000000000000000..20d04066bd44a34447a7d5b16190948e8270bd00
--- /dev/null
+++ b/json/AM216_Final_Project_Links/train_238.json
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diff --git a/json/AM216_Final_Project_Links/train_239.json b/json/AM216_Final_Project_Links/train_239.json
new file mode 100644
index 0000000000000000000000000000000000000000..5789de456d0923619da99b15cc7a4dfc8ab280fa
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diff --git a/json/AM216_Final_Project_Links/train_240.json b/json/AM216_Final_Project_Links/train_240.json
new file mode 100644
index 0000000000000000000000000000000000000000..3b06a0bc97be43c502b9ef060b74748fce1c84d9
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diff --git a/json/AM216_Final_Project_Links/train_241.json b/json/AM216_Final_Project_Links/train_241.json
new file mode 100644
index 0000000000000000000000000000000000000000..5c879f2f86ab21147eb76fa993e05f544e597fcc
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diff --git a/json/AM216_Final_Project_Links/train_243.json b/json/AM216_Final_Project_Links/train_243.json
new file mode 100644
index 0000000000000000000000000000000000000000..70ba4cd6a27b6cd167979bacf7d845052885dbf3
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diff --git a/json/AM216_Final_Project_Links/train_244.json b/json/AM216_Final_Project_Links/train_244.json
new file mode 100644
index 0000000000000000000000000000000000000000..530fae35823e4d3ae88b5e9865e329331e7cdae3
--- /dev/null
+++ b/json/AM216_Final_Project_Links/train_244.json
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diff --git a/json/AM216_Final_Project_Links/train_245.json b/json/AM216_Final_Project_Links/train_245.json
new file mode 100644
index 0000000000000000000000000000000000000000..8892a3a2de9f3648492758e9a1560e52fb9fedbb
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diff --git a/json/AM216_Final_Project_Links/train_246.json b/json/AM216_Final_Project_Links/train_246.json
new file mode 100644
index 0000000000000000000000000000000000000000..9bc40cc0b4948bae0e9adb4b0abecddd3acc06dd
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diff --git a/json/AM216_Final_Project_Links/train_247.json b/json/AM216_Final_Project_Links/train_247.json
new file mode 100644
index 0000000000000000000000000000000000000000..05a15a2f675dbad0cd7a1935dc237b02f9bae3aa
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diff --git a/json/AM216_Final_Project_Links/train_248.json b/json/AM216_Final_Project_Links/train_248.json
new file mode 100644
index 0000000000000000000000000000000000000000..e9c6753419aa6f2fec77adcfd3a87a035257a476
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diff --git a/json/AM216_Final_Project_Links/train_249.json b/json/AM216_Final_Project_Links/train_249.json
new file mode 100644
index 0000000000000000000000000000000000000000..d8ed50f9c682f0dca05d963d1da4f4208e7f70d5
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diff --git a/json/AM216_Final_Project_Links/train_250.json b/json/AM216_Final_Project_Links/train_250.json
new file mode 100644
index 0000000000000000000000000000000000000000..330af8e888ca1e471d2d73df8c6992316dcf3473
--- /dev/null
+++ b/json/AM216_Final_Project_Links/train_250.json
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diff --git a/json/AM216_Final_Project_Links/train_251.json b/json/AM216_Final_Project_Links/train_251.json
new file mode 100644
index 0000000000000000000000000000000000000000..3bf0518fb43926aec48fa36e325a57a0dc0c82ab
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diff --git a/json/AM216_Final_Project_Links/train_252.json b/json/AM216_Final_Project_Links/train_252.json
new file mode 100644
index 0000000000000000000000000000000000000000..8408ca542a059ceb912513aba50bcf78e95b6b6a
--- /dev/null
+++ b/json/AM216_Final_Project_Links/train_252.json
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index 0000000000000000000000000000000000000000..903e4aa0faf38cafe7812123aaa2c9916c64a4ca
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diff --git a/json/AM216_Final_Project_Links/train_254.json b/json/AM216_Final_Project_Links/train_254.json
new file mode 100644
index 0000000000000000000000000000000000000000..e093bff0e29025987a1a7ac8ceb7231d2e09aa46
--- /dev/null
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diff --git a/json/AM216_Final_Project_Links/train_90.json b/json/AM216_Final_Project_Links/train_90.json
new file mode 100644
index 0000000000000000000000000000000000000000..e02d03c9176fa59ddcde2dab97654cacfea4dc65
--- /dev/null
+++ b/json/AM216_Final_Project_Links/train_90.json
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diff --git a/json/AM216_Final_Project_Links/train_91.json b/json/AM216_Final_Project_Links/train_91.json
new file mode 100644
index 0000000000000000000000000000000000000000..9c6effd5aa4773e65ca4eebef51b5b0df8eb1d76
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diff --git a/json/AM216_Final_Project_Links/train_92.json b/json/AM216_Final_Project_Links/train_92.json
new file mode 100644
index 0000000000000000000000000000000000000000..0b6b42237b87f70e3b3f7ae24a0141fcf776ffd9
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+++ b/json/AM216_Final_Project_Links/train_92.json
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diff --git a/json/AM216_Final_Project_Links/train_93.json b/json/AM216_Final_Project_Links/train_93.json
new file mode 100644
index 0000000000000000000000000000000000000000..79ad4c13cdad371d98b548e9cfa5e00fae7449a9
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diff --git a/json/AM216_Final_Project_Links/train_94.json b/json/AM216_Final_Project_Links/train_94.json
new file mode 100644
index 0000000000000000000000000000000000000000..7b016ac4df3bfe185e3345560732c49e21d09a81
--- /dev/null
+++ b/json/AM216_Final_Project_Links/train_94.json
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diff --git a/json/AM216_Final_Project_Links/train_95.json b/json/AM216_Final_Project_Links/train_95.json
new file mode 100644
index 0000000000000000000000000000000000000000..265673297a1d290f56de2432274e1c375fab7e64
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diff --git a/json/AM216_Final_Project_Links/train_96.json b/json/AM216_Final_Project_Links/train_96.json
new file mode 100644
index 0000000000000000000000000000000000000000..57e187cbddb33aae370949e59ab63b8edb82fe4f
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diff --git a/json/AM216_Final_Project_Links/train_97.json b/json/AM216_Final_Project_Links/train_97.json
new file mode 100644
index 0000000000000000000000000000000000000000..ca239c51934954b51a9bd1e183d5f1006332cfd5
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diff --git a/json/AM216_Final_Project_Links/train_98.json b/json/AM216_Final_Project_Links/train_98.json
new file mode 100644
index 0000000000000000000000000000000000000000..8b3e2ba7905db78fe849c301e67835fad0cbdd1e
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\ No newline at end of file
diff --git a/json/AM216_Final_Project_Links/train_99.json b/json/AM216_Final_Project_Links/train_99.json
new file mode 100644
index 0000000000000000000000000000000000000000..3ca737ec1a261da04a5976909f12174201eca248
--- /dev/null
+++ b/json/AM216_Final_Project_Links/train_99.json
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/jupyter/AM216_Final_Project_data_conv.ipynb b/jupyter/AM216_Final_Project_data_conv.ipynb
index d04db60c168ab144c59702d825f8bf3cd707dbfb..931c9b5f0207fdd582e115081e256940dfebaf36 100644
--- a/jupyter/AM216_Final_Project_data_conv.ipynb
+++ b/jupyter/AM216_Final_Project_data_conv.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "bc60b142",
+   "id": "65e20589",
    "metadata": {},
    "source": [
     "# Load and agglomorate data"
@@ -10,8 +10,8 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 1,
-   "id": "6602a909",
+   "execution_count": 2,
+   "id": "7450cec6",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -20,8 +20,8 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
-   "id": "72b76e3c",
+   "execution_count": 3,
+   "id": "d1154343",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -33,7 +33,7 @@
   {
    "cell_type": "code",
    "execution_count": 13,
-   "id": "ff72b4ce",
+   "id": "e8710163",
    "metadata": {},
    "outputs": [
     {
@@ -53,8 +53,8 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
-   "id": "e15fa980",
+   "execution_count": 4,
+   "id": "e1768e73",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -67,8 +67,8 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
-   "id": "df9d6ae8",
+   "execution_count": 5,
+   "id": "395d4b08",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -137,7 +137,7 @@
   {
    "cell_type": "code",
    "execution_count": 17,
-   "id": "9b68b42f",
+   "id": "0f3a5e7a",
    "metadata": {},
    "outputs": [
     {
@@ -158,7 +158,7 @@
   {
    "cell_type": "code",
    "execution_count": 18,
-   "id": "661d7828",
+   "id": "96a54440",
    "metadata": {},
    "outputs": [
     {
@@ -3770,10 +3770,90049 @@
     "\n"
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "id": "8a461866",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "j=1\n",
+    "favorite_color = pickle.load(\n",
+    "    open(\"../json/AM216_Final_Project/data_train/dataTrainGraph\"+str(j)+\".pickle\", \"rb\"))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "id": "a5faa37d",
+   "metadata": {},
+   "outputs": [
+    {
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+       "    23,\n",
+       "    27,\n",
+       "    25]}]}"
+      ]
+     },
+     "execution_count": 8,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "favorite_color"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": 19,
-   "id": "3caacf5b",
+   "id": "e5e86655",
    "metadata": {},
    "outputs": [
     {
@@ -3793,15 +93832,15 @@
     "data = {\"key\": dataTrain}\n",
     "with open(\"../json/AM216_Final_Project/dataTrainAll.json\", 'w') as jsonfile:\n",
     "      json.dump(data, jsonfile)\n",
-    "data = {\"key\": dataTrainGraph}\n",
-    "with open('../json/AM216_Final_Project/dataTrainGraphAll.pickle', 'wb') as handle:\n",
-    "      pickle.dump(data, handle, protocol=pickle.HIGHEST_PROTOCOL)\n"
+    "# data = {\"key\": dataTrainGraph}\n",
+    "# with open('../json/AM216_Final_Project/dataTrainGraphAll.pickle', 'wb') as handle:\n",
+    "#       pickle.dump(data, handle, protocol=pickle.HIGHEST_PROTOCOL)\n"
    ]
   },
   {
    "cell_type": "code",
    "execution_count": 23,
-   "id": "035098f8",
+   "id": "356574c4",
    "metadata": {},
    "outputs": [
     {
@@ -5231,7 +95270,7 @@
   {
    "cell_type": "code",
    "execution_count": 24,
-   "id": "222ac5be",
+   "id": "9542892e",
    "metadata": {},
    "outputs": [
     {
@@ -5259,7 +95298,7 @@
   {
    "cell_type": "code",
    "execution_count": 6,
-   "id": "efc67d7c",
+   "id": "0da7a6a4",
    "metadata": {},
    "outputs": [
     {
@@ -5430,7 +95469,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "d2617b3f",
+   "id": "e20cd787",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -5444,7 +95483,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "303eb424",
+   "id": "3cc25c6d",
    "metadata": {},
    "source": [
     "# Dropbox Links"
@@ -5453,7 +95492,7 @@
   {
    "cell_type": "code",
    "execution_count": 8,
-   "id": "20a7c7f7",
+   "id": "52833b74",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -5465,7 +95504,7 @@
   {
    "cell_type": "code",
    "execution_count": 9,
-   "id": "93cadfbe",
+   "id": "b2bb66d8",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -5483,7 +95522,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "4a5c2409",
+   "id": "165ac8cc",
    "metadata": {},
    "outputs": [
     {
@@ -5681,7 +95720,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "a8f42907",
+   "id": "6d078fb4",
    "metadata": {},
    "outputs": [],
    "source": []