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diff --git a/data/Task5_SpecType/spectra/spectrum_2842634464788483.csv b/data/Task5_SpecType/spectra/spectrum_2842634464788483.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3d8df5ca754ba16933fcc52b745f238efa8ade6e
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_2842634464788483.csv
@@ -0,0 +1,7797 @@
+# TARGETID: 2842634464788483
+# SURVEY: main
+# PROGRAM: dark
+# RA: 124.58110484888626
+# DEC: 4.451594888600136
+# REDSHIFT: 0.0350775654939134
+# CLASS_LABEL: BPT_LINER
+# SUB_GROUP: C4
+# SNR_HA: 42.9879264831543
+# SNR_HB: 7.391319274902344
+# SNR_OIII: 6.135589122772217
+# SNR_NII: 55.64290618896485
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 4937361009
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_2843297496170499.csv b/data/Task5_SpecType/spectra/spectrum_2843297496170499.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1657802745cc2abaaeed418c8245d2b8cd2f8bcb
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_2843297496170499.csv
@@ -0,0 +1,7797 @@
+# TARGETID: 2843297496170499
+# SURVEY: main
+# PROGRAM: dark
+# RA: 230.10147709380712
+# DEC: 33.77845258891193
+# REDSHIFT: 0.1330815204862376
+# CLASS_LABEL: BPT_LINER
+# SUB_GROUP: C4
+# SNR_HA: 38.7062873840332
+# SNR_HB: 6.896867275238037
+# SNR_OIII: 14.070734024047852
+# SNR_NII: 48.03213119506836
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 345313456945
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39627397917577273.csv b/data/Task5_SpecType/spectra/spectrum_39627397917577273.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1c3baba61f4603e36e5d40fdbac5a1f9b26d4e67
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39627397917577273.csv
@@ -0,0 +1,7797 @@
+# TARGETID: 39627397917577273
+# SURVEY: main
+# PROGRAM: bright
+# RA: 48.26412096501647
+# DEC: -16.261966294224194
+# REDSHIFT: 0.1155474872479796
+# CLASS_LABEL: BPT_SF
+# SUB_GROUP: C1
+# SNR_HA: 134.61221313476562
+# SNR_HB: 47.16230773925781
+# SNR_OIII: 121.0482406616211
+# SNR_NII: 8.94406509399414
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 346466838115
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39627449977283393.csv b/data/Task5_SpecType/spectra/spectrum_39627449977283393.csv
new file mode 100644
index 0000000000000000000000000000000000000000..82849cb98092ab88d56863f82d474704a9c7b5fe
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39627449977283393.csv
@@ -0,0 +1,7797 @@
+# TARGETID: 39627449977283393
+# SURVEY: main
+# PROGRAM: bright
+# RA: 20.069694596491473
+# DEC: -13.974106316595275
+# REDSHIFT: 0.0698041671435584
+# CLASS_LABEL: Low-Z_Weak
+# SUB_GROUP: B
+# SNR_HA: 0.0
+# SNR_HB: 0.3552615046501159
+# SNR_OIII: 0.0
+# SNR_NII: 1.7765300273895264
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 262144
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39627616893799278.csv b/data/Task5_SpecType/spectra/spectrum_39627616893799278.csv
new file mode 100644
index 0000000000000000000000000000000000000000..23654b6dff9b047945f20cb8bf66970124434718
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39627616893799278.csv
@@ -0,0 +1,7797 @@
+# TARGETID: 39627616893799278
+# SURVEY: main
+# PROGRAM: dark
+# RA: 57.28671214630901
+# DEC: -6.990401258383689
+# REDSHIFT: 0.2141325994294119
+# CLASS_LABEL: BPT_SF
+# SUB_GROUP: C1
+# SNR_HA: 52.52535629272461
+# SNR_HB: 17.241952896118164
+# SNR_OIII: 23.932600021362305
+# SNR_NII: 7.338485717773437
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 346391340643
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39627630663697020.csv b/data/Task5_SpecType/spectra/spectrum_39627630663697020.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fef4c4425d00b9c1221104a49bd6a6b03647a468
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39627630663697020.csv
@@ -0,0 +1,7797 @@
+# TARGETID: 39627630663697020
+# SURVEY: main
+# PROGRAM: bright
+# RA: 162.94384822843313
+# DEC: -6.6029308508177715
+# REDSHIFT: 0.2108748283417307
+# CLASS_LABEL: Broad-Line_AGN
+# SUB_GROUP: D
+# SNR_HA: 68.7020263671875
+# SNR_HB: 8.875117301940918
+# SNR_OIII: 32.0496711730957
+# SNR_NII: 47.67719268798828
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 345326003817
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39627677165946519.csv b/data/Task5_SpecType/spectra/spectrum_39627677165946519.csv
new file mode 100644
index 0000000000000000000000000000000000000000..dac41dfe75f1a78ecd8aec56c95a419f7f247d0f
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39627677165946519.csv
@@ -0,0 +1,7797 @@
+# TARGETID: 39627677165946519
+# SURVEY: sv1
+# PROGRAM: bright
+# RA: 65.50566818717033
+# DEC: -4.596235977911283
+# REDSHIFT: 0.238304860181228
+# CLASS_LABEL: BPT_SF
+# SUB_GROUP: C1
+# SNR_HA: 93.75308990478516
+# SNR_HB: 25.50142288208008
+# SNR_OIII: 49.4056510925293
+# SNR_NII: 20.952306747436523
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 2869454435
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39627756803199514.csv b/data/Task5_SpecType/spectra/spectrum_39627756803199514.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6e5824a87406a4b187adfef0b2903e27482e1a7e
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39627756803199514.csv
@@ -0,0 +1,7798 @@
+# TARGETID: 39627756803199514
+# SURVEY: main
+# PROGRAM: bright
+# RA: 135.69960100614213
+# DEC: -1.275388414572143
+# REDSHIFT: 0.04181645004937964
+# CLASS_LABEL: BPT_SF
+# SUB_GROUP: C1
+# SNR_HA: 91.34729766845703
+# SNR_HB: 27.10564613342285
+# SNR_OIII: 31.882980346679688
+# SNR_NII: 31.447969436645508
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 2861065827
+# DER_SNR: 8.08
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39627764155813879.csv b/data/Task5_SpecType/spectra/spectrum_39627764155813879.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4c160dce322fd6b63a42a834d15063d7827d572c
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39627764155813879.csv
@@ -0,0 +1,7797 @@
+# TARGETID: 39627764155813879
+# SURVEY: sv3
+# PROGRAM: dark
+# RA: 213.925138059302
+# DEC: -1.0518608266118212
+# REDSHIFT: 0.138445254155225
+# CLASS_LABEL: BPT_Composite
+# SUB_GROUP: C2
+# SNR_HA: 28.91468048095703
+# SNR_HB: 9.143604278564451
+# SNR_OIII: 8.505681991577148
+# SNR_NII: 12.262655258178713
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 2863162981
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39627766949222798.csv b/data/Task5_SpecType/spectra/spectrum_39627766949222798.csv
new file mode 100644
index 0000000000000000000000000000000000000000..03f54cb4f6fa06bcf1fee92637e62a0b7aa05c3d
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39627766949222798.csv
@@ -0,0 +1,7797 @@
+# TARGETID: 39627766949222798
+# SURVEY: main
+# PROGRAM: bright
+# RA: 20.44666900234111
+# DEC: -0.7790138445490016
+# REDSHIFT: 0.0538343563301723
+# CLASS_LABEL: BPT_SF
+# SUB_GROUP: C1
+# SNR_HA: 171.006591796875
+# SNR_HB: 61.953826904296875
+# SNR_OIII: 14.78593635559082
+# SNR_NII: 91.48908233642578
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 346458449507
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39627774993893096.csv b/data/Task5_SpecType/spectra/spectrum_39627774993893096.csv
new file mode 100644
index 0000000000000000000000000000000000000000..04af848cb6d44aab459802235dcc6a89b902c4e8
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39627774993893096.csv
@@ -0,0 +1,7797 @@
+# TARGETID: 39627774993893096
+# SURVEY: main
+# PROGRAM: bright
+# RA: 139.82683100078853
+# DEC: -0.4896159370146661
+# REDSHIFT: 0.3176284979783751
+# CLASS_LABEL: Low-Z_Weak
+# SUB_GROUP: B
+# SNR_HA: 0.0
+# SNR_HB: 0.0
+# SNR_OIII: 0.0
+# SNR_NII: 0.0
+# SNR_MGII: 0.1573555469512939
+# BPT_ORIGINAL: 262144
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39627791271987227.csv b/data/Task5_SpecType/spectra/spectrum_39627791271987227.csv
new file mode 100644
index 0000000000000000000000000000000000000000..dfe7d4367f06df6910be461487a6e6a0d3938527
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39627791271987227.csv
@@ -0,0 +1,7798 @@
+# TARGETID: 39627791271987227
+# SURVEY: main
+# PROGRAM: bright
+# RA: 30.054558750857918
+# DEC: 0.14660291574442985
+# REDSHIFT: 0.22044158656222174
+# CLASS_LABEL: BPT_SF
+# SUB_GROUP: C1
+# SNR_HA: 118.39417266845703
+# SNR_HB: 30.55266761779785
+# SNR_OIII: 10.730260848999023
+# SNR_NII: 57.19614028930664
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 346460546659
+# DER_SNR: 6.88
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39627796879770194.csv b/data/Task5_SpecType/spectra/spectrum_39627796879770194.csv
new file mode 100644
index 0000000000000000000000000000000000000000..049e90741cf5ac3fcb8b8e267347b123f2f8c299
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39627796879770194.csv
@@ -0,0 +1,7797 @@
+# TARGETID: 39627796879770194
+# SURVEY: main
+# PROGRAM: dark
+# RA: 4.267494970942225
+# DEC: 0.5389662043672865
+# REDSHIFT: 0.3350337607689939
+# CLASS_LABEL: BPT_Seyfert
+# SUB_GROUP: C3
+# SNR_HA: 32.42231369018555
+# SNR_HB: 8.648884773254395
+# SNR_OIII: 48.00008773803711
+# SNR_NII: 24.889877319335938
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 345310276265
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39627817029208757.csv b/data/Task5_SpecType/spectra/spectrum_39627817029208757.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9a2218df546bf5b6811b2603acfb7ca2321e45f3
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39627817029208757.csv
@@ -0,0 +1,7798 @@
+# TARGETID: 39627817029208757
+# SURVEY: main
+# PROGRAM: bright
+# RA: 125.33689255307984
+# DEC: 1.3693944523461061
+# REDSHIFT: 0.08736135303687961
+# CLASS_LABEL: Low-Z_Weak
+# SUB_GROUP: B
+# SNR_HA: 1.2920026779174805
+# SNR_HB: 0.0
+# SNR_OIII: 0.0
+# SNR_NII: 0.344294011592865
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 206158692352
+# DER_SNR: 6.94
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39627842908062252.csv b/data/Task5_SpecType/spectra/spectrum_39627842908062252.csv
new file mode 100644
index 0000000000000000000000000000000000000000..18a43023961e132713b00305a0e48711390a4f3a
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39627842908062252.csv
@@ -0,0 +1,7797 @@
+# TARGETID: 39627842908062252
+# SURVEY: main
+# PROGRAM: bright
+# RA: 227.77791008668729
+# DEC: 2.272021233290936
+# REDSHIFT: 0.1126824550285574
+# CLASS_LABEL: BPT_Composite
+# SUB_GROUP: C2
+# SNR_HA: 259.3438415527344
+# SNR_HB: 53.35450744628906
+# SNR_OIII: 27.409080505371097
+# SNR_NII: 175.13101196289062
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 346594780773
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39627856921232011.csv b/data/Task5_SpecType/spectra/spectrum_39627856921232011.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e4fa18e08e3633265abf6beb795321e982031bc5
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39627856921232011.csv
@@ -0,0 +1,7797 @@
+# TARGETID: 39627856921232011
+# SURVEY: main
+# PROGRAM: dark
+# RA: 343.0275338682458
+# DEC: 2.833821708855854
+# REDSHIFT: 0.2834640048172656
+# CLASS_LABEL: BPT_Composite
+# SUB_GROUP: C2
+# SNR_HA: 128.72439575195312
+# SNR_HB: 33.24623107910156
+# SNR_OIII: 52.45081329345703
+# SNR_NII: 71.97506713867188
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 348538839141
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diff --git a/data/Task5_SpecType/spectra/spectrum_39627871790039353.csv b/data/Task5_SpecType/spectra/spectrum_39627871790039353.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0cb039529a268a5f27406f629784cce13fbcb996
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39627871790039353.csv
@@ -0,0 +1,7797 @@
+# TARGETID: 39627871790039353
+# SURVEY: sv1
+# PROGRAM: bright
+# RA: 149.97389645328428
+# DEC: 3.558115439434152
+# REDSHIFT: 0.1652958614208548
+# CLASS_LABEL: BPT_Composite
+# SUB_GROUP: C2
+# SNR_HA: 42.528995513916016
+# SNR_HB: 7.213042259216309
+# SNR_OIII: 6.997145175933838
+# SNR_NII: 23.394866943359375
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 346382442597
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39627888063943234.csv b/data/Task5_SpecType/spectra/spectrum_39627888063943234.csv
new file mode 100644
index 0000000000000000000000000000000000000000..17be415cdcfa58adb38c0f69e21e43c4c52ec955
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39627888063943234.csv
@@ -0,0 +1,7798 @@
+# TARGETID: 39627888063943234
+# SURVEY: main
+# PROGRAM: bright
+# RA: 41.46465159751255
+# DEC: 4.177401278828004
+# REDSHIFT: 0.138417103641061
+# CLASS_LABEL: BPT_SF
+# SUB_GROUP: C1
+# SNR_HA: 78.74259948730469
+# SNR_HB: 22.83635711669922
+# SNR_OIII: 14.301138877868652
+# SNR_NII: 32.45897674560547
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 346460546659
+# DER_SNR: 5.63
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39627898629395613.csv b/data/Task5_SpecType/spectra/spectrum_39627898629395613.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f612ade6b3091e21644ff216d8b70acc054adaa6
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39627898629395613.csv
@@ -0,0 +1,7797 @@
+# TARGETID: 39627898629395613
+# SURVEY: main
+# PROGRAM: bright
+# RA: 312.48949882015006
+# DEC: 4.399358361357025
+# REDSHIFT: 0.3361841665778787
+# CLASS_LABEL: BPT_Composite
+# SUB_GROUP: C2
+# SNR_HA: 80.72894287109375
+# SNR_HB: 16.621179580688477
+# SNR_OIII: 7.974193572998047
+# SNR_NII: 55.987945556640625
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 5010663013
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39627920485911915.csv b/data/Task5_SpecType/spectra/spectrum_39627920485911915.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b2f0d8540171673ab4930b6ed448b145028cb69a
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39627920485911915.csv
@@ -0,0 +1,7798 @@
+# TARGETID: 39627920485911915
+# SURVEY: main
+# PROGRAM: bright
+# RA: 179.19393130994314
+# DEC: 5.544591962453098
+# REDSHIFT: 0.03932066402263855
+# CLASS_LABEL: Broad-Line_AGN
+# SUB_GROUP: D
+# SNR_HA: 94.60336303710938
+# SNR_HB: 23.261632919311523
+# SNR_OIII: 58.522682189941406
+# SNR_NII: 112.82028198242188
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 1712894769
+# DER_SNR: 25.95
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39627966077996014.csv b/data/Task5_SpecType/spectra/spectrum_39627966077996014.csv
new file mode 100644
index 0000000000000000000000000000000000000000..da8998600e2ff5926a350e9f9394eaaa1c58adbf
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39627966077996014.csv
@@ -0,0 +1,7798 @@
+# TARGETID: 39627966077996014
+# SURVEY: main
+# PROGRAM: dark
+# RA: 31.6535826257089
+# DEC: 7.5291259378988
+# REDSHIFT: 0.836391338712705
+# CLASS_LABEL: High-Z_Trap
+# SUB_GROUP: A
+# SNR_HA: 0.0
+# SNR_HB: 11.204280853271484
+# SNR_OIII: 17.666128158569336
+# SNR_NII: 0.0
+# SNR_MGII: 11.021209716796875
+# BPT_ORIGINAL: 348539060224
+# DER_SNR: None
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39627988811125184.csv b/data/Task5_SpecType/spectra/spectrum_39627988811125184.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d33adc2fd47e24d7b9e4a4ea45204098609c8728
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39627988811125184.csv
@@ -0,0 +1,7797 @@
+# TARGETID: 39627988811125184
+# SURVEY: main
+# PROGRAM: dark
+# RA: 318.0025638571248
+# DEC: 8.178434585553147
+# REDSHIFT: 0.1951236659778847
+# CLASS_LABEL: Broad-Line_AGN
+# SUB_GROUP: D
+# SNR_HA: 13.540711402893066
+# SNR_HB: 16.253684997558594
+# SNR_OIII: 3.017946243286133
+# SNR_NII: 0.0
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 2852257792
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39627999657591866.csv b/data/Task5_SpecType/spectra/spectrum_39627999657591866.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a2990f17e5bef5cf28ebd12e1b8e8398b3eb9681
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39627999657591866.csv
@@ -0,0 +1,7798 @@
+# TARGETID: 39627999657591866
+# SURVEY: main
+# PROGRAM: dark
+# RA: 251.07108970572077
+# DEC: 8.858192761144752
+# REDSHIFT: 1.1100588133242826
+# CLASS_LABEL: High-Z_Trap
+# SUB_GROUP: A
+# SNR_HA: 0.0
+# SNR_HB: 0.0
+# SNR_OIII: 0.0
+# SNR_NII: 0.0
+# SNR_MGII: 15.83748722076416
+# BPT_ORIGINAL: 206158692352
+# DER_SNR: None
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39628112517931645.csv b/data/Task5_SpecType/spectra/spectrum_39628112517931645.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c8f48bf8a3e5eb86407ad7c968406354353e1b54
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39628112517931645.csv
@@ -0,0 +1,7797 @@
+# TARGETID: 39628112517931645
+# SURVEY: main
+# PROGRAM: dark
+# RA: 262.90562144152807
+# DEC: 13.516880751200034
+# REDSHIFT: 0.2380954853671599
+# CLASS_LABEL: BPT_LINER
+# SUB_GROUP: C4
+# SNR_HA: 48.91750717163086
+# SNR_HB: 9.00701904296875
+# SNR_OIII: 13.021296501159668
+# SNR_NII: 46.2411003112793
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 5138589297
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39628163772320631.csv b/data/Task5_SpecType/spectra/spectrum_39628163772320631.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9d2b219f07d250fd7e074b06112c876e7e843d56
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39628163772320631.csv
@@ -0,0 +1,7797 @@
+# TARGETID: 39628163772320631
+# SURVEY: main
+# PROGRAM: dark
+# RA: 176.78029904560077
+# DEC: 15.777219482024124
+# REDSHIFT: 0.0892379709157791
+# CLASS_LABEL: BPT_SF
+# SUB_GROUP: C1
+# SNR_HA: 50.32413482666016
+# SNR_HB: 17.685546875
+# SNR_OIII: 25.95544815063477
+# SNR_NII: 15.14177417755127
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 346458447971
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39628425085848645.csv b/data/Task5_SpecType/spectra/spectrum_39628425085848645.csv
new file mode 100644
index 0000000000000000000000000000000000000000..710fabc2044db7365d1859c84d838143568227bb
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39628425085848645.csv
@@ -0,0 +1,7797 @@
+# TARGETID: 39628425085848645
+# SURVEY: sv1
+# PROGRAM: bright
+# RA: 5.496014364013442
+# DEC: 27.37772281536057
+# REDSHIFT: 0.2458338916710266
+# CLASS_LABEL: Broad-Line_AGN
+# SUB_GROUP: D
+# SNR_HA: 45.47705078125
+# SNR_HB: 7.468136310577393
+# SNR_OIII: 82.34434509277344
+# SNR_NII: 39.25102233886719
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 233641126569
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39628457449097634.csv b/data/Task5_SpecType/spectra/spectrum_39628457449097634.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9a1c656c2e209abf848081fa66a3ad1956f6747a
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39628457449097634.csv
@@ -0,0 +1,7798 @@
+# TARGETID: 39628457449097634
+# SURVEY: main
+# PROGRAM: dark
+# RA: 29.509636081618968
+# DEC: 28.94322373089783
+# REDSHIFT: 1.7278474959141612
+# CLASS_LABEL: High-Z_Trap
+# SUB_GROUP: A
+# SNR_HA: 0.0
+# SNR_HB: 0.0
+# SNR_OIII: 0.0
+# SNR_NII: 0.0
+# SNR_MGII: 11.674351692199707
+# BPT_ORIGINAL: 343597645824
+# DER_SNR: None
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39628486339464975.csv b/data/Task5_SpecType/spectra/spectrum_39628486339464975.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e76cd2b12e96f22142f6e353f91a5c66ba249e7d
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39628486339464975.csv
@@ -0,0 +1,7798 @@
+# TARGETID: 39628486339464975
+# SURVEY: main
+# PROGRAM: bright
+# RA: 206.1984236100926
+# DEC: 30.154685959430466
+# REDSHIFT: 0.22161375244606052
+# CLASS_LABEL: BPT_Composite
+# SUB_GROUP: C2
+# SNR_HA: 49.569236755371094
+# SNR_HB: 9.74773120880127
+# SNR_OIII: 5.637176036834717
+# SNR_NII: 36.096824645996094
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 2997397093
+# DER_SNR: 5.21
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39628516588784473.csv b/data/Task5_SpecType/spectra/spectrum_39628516588784473.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5bdee328bc73c4d657481eea2c09566262af4f55
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39628516588784473.csv
@@ -0,0 +1,7797 @@
+# TARGETID: 39628516588784473
+# SURVEY: sv1
+# PROGRAM: bright
+# RA: 145.31321426081848
+# DEC: 31.84762601405909
+# REDSHIFT: 0.0837427688014992
+# CLASS_LABEL: BPT_Composite
+# SUB_GROUP: C2
+# SNR_HA: 66.08201599121094
+# SNR_HB: 14.65811824798584
+# SNR_OIII: 12.998712539672852
+# SNR_NII: 38.211666107177734
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 346460563045
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39633030108680817.csv b/data/Task5_SpecType/spectra/spectrum_39633030108680817.csv
new file mode 100644
index 0000000000000000000000000000000000000000..287902b5d31efa3e23d55cc833053e35a0efee12
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39633030108680817.csv
@@ -0,0 +1,7798 @@
+# TARGETID: 39633030108680817
+# SURVEY: main
+# PROGRAM: dark
+# RA: 213.29408107085186
+# DEC: 37.59735520470503
+# REDSHIFT: 1.3992926853405214
+# CLASS_LABEL: High-Z_Trap
+# SUB_GROUP: A
+# SNR_HA: 0.0
+# SNR_HB: 0.0
+# SNR_OIII: 0.0
+# SNR_NII: 0.0
+# SNR_MGII: 20.816463470458984
+# BPT_ORIGINAL: 206158692352
+# DER_SNR: 6.24
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39633153928727492.csv b/data/Task5_SpecType/spectra/spectrum_39633153928727492.csv
new file mode 100644
index 0000000000000000000000000000000000000000..42b7394500cc35d9b5d0285e6df415f5b2f915ee
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39633153928727492.csv
@@ -0,0 +1,7798 @@
+# TARGETID: 39633153928727492
+# SURVEY: sv3
+# PROGRAM: dark
+# RA: 235.31201219326408
+# DEC: 44.350076486196926
+# REDSHIFT: 1.5411531597124495
+# CLASS_LABEL: High-Z_Trap
+# SUB_GROUP: A
+# SNR_HA: 0.0
+# SNR_HB: 0.0
+# SNR_OIII: 0.0
+# SNR_NII: 0.0
+# SNR_MGII: 57.184288024902344
+# BPT_ORIGINAL: 343597645824
+# DER_SNR: 11.09
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39633154083914344.csv b/data/Task5_SpecType/spectra/spectrum_39633154083914344.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ae3d56e132ac45659240f2a36f5826777ac164e7
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39633154083914344.csv
@@ -0,0 +1,7797 @@
+# TARGETID: 39633154083914344
+# SURVEY: sv3
+# PROGRAM: bright
+# RA: 247.92995922531375
+# DEC: 44.28116116652708
+# REDSHIFT: 0.2230277955528934
+# CLASS_LABEL: BPT_LINER
+# SUB_GROUP: C4
+# SNR_HA: 54.204742431640625
+# SNR_HB: 11.830100059509276
+# SNR_OIII: 17.771310806274414
+# SNR_NII: 43.44178771972656
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 348538840689
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diff --git a/data/Task5_SpecType/spectra/spectrum_39633175219013659.csv b/data/Task5_SpecType/spectra/spectrum_39633175219013659.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ec640a977faf19cfb0071b338c7f407dde83bfa2
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39633175219013659.csv
@@ -0,0 +1,7797 @@
+# TARGETID: 39633175219013659
+# SURVEY: main
+# PROGRAM: bright
+# RA: 221.0655575567608
+# DEC: 45.446336103294335
+# REDSHIFT: 0.1080624818863967
+# CLASS_LABEL: BPT_Seyfert
+# SUB_GROUP: C3
+# SNR_HA: 133.54246520996094
+# SNR_HB: 35.90885925292969
+# SNR_OIII: 121.66657257080078
+# SNR_NII: 63.99352264404297
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 233641110185
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39633248183125155.csv b/data/Task5_SpecType/spectra/spectrum_39633248183125155.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8cdd179bbfb29c01314504a7da3b95e63cc7bc7a
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39633248183125155.csv
@@ -0,0 +1,7797 @@
+# TARGETID: 39633248183125155
+# SURVEY: main
+# PROGRAM: bright
+# RA: 190.9584998990243
+# DEC: 50.07220049306371
+# REDSHIFT: 0.2349204998076924
+# CLASS_LABEL: Broad-Line_AGN
+# SUB_GROUP: D
+# SNR_HA: 110.68824005126952
+# SNR_HB: 15.236820220947266
+# SNR_OIII: 6.237504005432129
+# SNR_NII: 83.49173736572266
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 2995299941
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39633293326417990.csv b/data/Task5_SpecType/spectra/spectrum_39633293326417990.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8fb62843a388c180836ab180075b43834aa48ef1
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39633293326417990.csv
@@ -0,0 +1,7798 @@
+# TARGETID: 39633293326417990
+# SURVEY: main
+# PROGRAM: bright
+# RA: 177.10935757548495
+# DEC: 53.07144923460209
+# REDSHIFT: 0.09875345905290157
+# CLASS_LABEL: BPT_Seyfert
+# SUB_GROUP: C3
+# SNR_HA: 59.880088806152344
+# SNR_HB: 10.253135681152344
+# SNR_OIII: 64.20738220214844
+# SNR_NII: 94.68920135498047
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 345310276393
+# DER_SNR: 14.24
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39633335688891182.csv b/data/Task5_SpecType/spectra/spectrum_39633335688891182.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c56ed34ac7d79b7c8623705023b25bd5a51e84e0
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39633335688891182.csv
@@ -0,0 +1,7797 @@
+# TARGETID: 39633335688891182
+# SURVEY: main
+# PROGRAM: bright
+# RA: 187.45782350021992
+# DEC: 55.9359499901668
+# REDSHIFT: 0.1904330463783362
+# CLASS_LABEL: BPT_LINER
+# SUB_GROUP: C4
+# SNR_HA: 35.72709655761719
+# SNR_HB: 5.947065830230713
+# SNR_OIII: 15.067131996154783
+# SNR_NII: 38.15206527709961
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 345313424177
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39633342945037126.csv b/data/Task5_SpecType/spectra/spectrum_39633342945037126.csv
new file mode 100644
index 0000000000000000000000000000000000000000..abb5c4dae826b32bb7fba6f7b3820fbcc7879098
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39633342945037126.csv
@@ -0,0 +1,7797 @@
+# TARGETID: 39633342945037126
+# SURVEY: sv3
+# PROGRAM: dark
+# RA: 243.02089637543995
+# DEC: 56.39751301926035
+# REDSHIFT: 0.2496434139018178
+# CLASS_LABEL: BPT_SF
+# SUB_GROUP: C1
+# SNR_HA: 50.68734359741211
+# SNR_HB: 16.961278915405273
+# SNR_OIII: 30.54817771911621
+# SNR_NII: 5.703691482543945
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 346466838115
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39633532179449790.csv b/data/Task5_SpecType/spectra/spectrum_39633532179449790.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ddefdaff75d5e459bc25df6ba8eadd5b3e47904b
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39633532179449790.csv
@@ -0,0 +1,7798 @@
+# TARGETID: 39633532179449790
+# SURVEY: main
+# PROGRAM: dark
+# RA: 126.34447012027586
+# DEC: 75.98009217941679
+# REDSHIFT: 1.836847090677986
+# CLASS_LABEL: High-Z_Trap
+# SUB_GROUP: A
+# SNR_HA: 0.0
+# SNR_HB: 0.0
+# SNR_OIII: 0.0
+# SNR_NII: 0.0
+# SNR_MGII: 21.573341369628906
+# BPT_ORIGINAL: 343597645824
+# DER_SNR: None
+
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