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diff --git a/data/Task5_SpecType/spectra/spectrum_2842538390061056.csv b/data/Task5_SpecType/spectra/spectrum_2842538390061056.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c87ceb264d690bbaa7b90b58ecc025bb0ad4acd5
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_2842538390061056.csv
@@ -0,0 +1,7797 @@
+# TARGETID: 2842538390061056
+# SURVEY: main
+# PROGRAM: dark
+# RA: 155.14082927441922
+# DEC: 0.5493420713624858
+# REDSHIFT: 0.0960479805706414
+# CLASS_LABEL: BPT_LINER
+# SUB_GROUP: C4
+# SNR_HA: 38.603973388671875
+# SNR_HB: 6.6881866455078125
+# SNR_OIII: 10.039520263671877
+# SNR_NII: 41.063018798828125
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 348534649649
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_2842550348021764.csv b/data/Task5_SpecType/spectra/spectrum_2842550348021764.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b0d7888c675ebf1bb20829f7a9aacde7a2927f46
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_2842550348021764.csv
@@ -0,0 +1,7797 @@
+# TARGETID: 2842550348021764
+# SURVEY: main
+# PROGRAM: dark
+# RA: 147.8958717920716
+# DEC: 1.1120594440862035
+# REDSHIFT: 0.0205875706190548
+# CLASS_LABEL: BPT_LINER
+# SUB_GROUP: C4
+# SNR_HA: 28.16141700744629
+# SNR_HB: 8.580615043640137
+# SNR_OIII: 15.505690574645996
+# SNR_NII: 24.533382415771484
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 4937364273
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_2842884759879681.csv b/data/Task5_SpecType/spectra/spectrum_2842884759879681.csv
new file mode 100644
index 0000000000000000000000000000000000000000..310333d6b2d75ec95a209d00828e4f6401ef95a6
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_2842884759879681.csv
@@ -0,0 +1,7797 @@
+# TARGETID: 2842884759879681
+# SURVEY: main
+# PROGRAM: dark
+# RA: 146.19451345233136
+# DEC: 14.889415396232351
+# REDSHIFT: 0.0264504045231991
+# CLASS_LABEL: BPT_Seyfert
+# SUB_GROUP: C3
+# SNR_HA: 35.823219299316406
+# SNR_HB: 5.071900367736816
+# SNR_OIII: 27.366987228393555
+# SNR_NII: 31.65281867980957
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 1716138793
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_2842897938382848.csv b/data/Task5_SpecType/spectra/spectrum_2842897938382848.csv
new file mode 100644
index 0000000000000000000000000000000000000000..18d655e594632069daa6fcde29ccb4668ab11461
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_2842897938382848.csv
@@ -0,0 +1,7797 @@
+# TARGETID: 2842897938382848
+# SURVEY: main
+# PROGRAM: dark
+# RA: 239.25948695175748
+# DEC: 15.392071127503248
+# REDSHIFT: 0.072903567379939
+# CLASS_LABEL: BPT_LINER
+# SUB_GROUP: C4
+# SNR_HA: 19.20748710632324
+# SNR_HB: 6.170886039733887
+# SNR_OIII: 8.530556678771973
+# SNR_NII: 19.909757614135746
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 4937364273
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_2843502085931008.csv b/data/Task5_SpecType/spectra/spectrum_2843502085931008.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0f6dbf8bf1bd2c7f146b339cc4c2f2d872554bd0
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_2843502085931008.csv
@@ -0,0 +1,7797 @@
+# TARGETID: 2843502085931008
+# SURVEY: main
+# PROGRAM: dark
+# RA: 117.14437631814106
+# DEC: 44.68828103804505
+# REDSHIFT: 0.0204166700148808
+# CLASS_LABEL: BPT_LINER
+# SUB_GROUP: C4
+# SNR_HA: 34.027305603027344
+# SNR_HB: 5.027535438537598
+# SNR_OIII: 14.779637336730955
+# SNR_NII: 41.024147033691406
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 1716138801
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39627339843242684.csv b/data/Task5_SpecType/spectra/spectrum_39627339843242684.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9bd6e12d8ff8ed995b72c50bc497af019b7273f8
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39627339843242684.csv
@@ -0,0 +1,7798 @@
+# TARGETID: 39627339843242684
+# SURVEY: main
+# PROGRAM: dark
+# RA: 21.952465962021524
+# DEC: -18.863498666712815
+# REDSHIFT: 0.9728100498203044
+# CLASS_LABEL: High-Z_Trap
+# SUB_GROUP: A
+# SNR_HA: 0.0
+# SNR_HB: 3.5055627822875977
+# SNR_OIII: 0.0
+# SNR_NII: 0.0
+# SNR_MGII: 5.554346561431885
+# BPT_ORIGINAL: 343597645824
+# DER_SNR: None
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39627357257993356.csv b/data/Task5_SpecType/spectra/spectrum_39627357257993356.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c58d08200ce5ae785634ce00f1d79480f81c973b
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39627357257993356.csv
@@ -0,0 +1,7797 @@
+# TARGETID: 39627357257993356
+# SURVEY: main
+# PROGRAM: dark
+# RA: 34.46845448426482
+# DEC: -18.066931629510503
+# REDSHIFT: 0.3426649384394955
+# CLASS_LABEL: BPT_Seyfert
+# SUB_GROUP: C3
+# SNR_HA: 26.71213722229004
+# SNR_HB: 5.708859920501709
+# SNR_OIII: 42.31504440307617
+# SNR_NII: 20.0378360748291
+# SNR_MGII: 10.676243782043455
+# BPT_ORIGINAL: 207869749929
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39627374899234866.csv b/data/Task5_SpecType/spectra/spectrum_39627374899234866.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ce848ab7d32b30dcc70e2bdb4674a0bdfb17b48e
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39627374899234866.csv
@@ -0,0 +1,7797 @@
+# TARGETID: 39627374899234866
+# SURVEY: main
+# PROGRAM: bright
+# RA: 56.255493520135786
+# DEC: -17.340458321569002
+# REDSHIFT: 0.1432947793862248
+# CLASS_LABEL: BPT_Composite
+# SUB_GROUP: C2
+# SNR_HA: 139.8890380859375
+# SNR_HB: 36.95012664794922
+# SNR_OIII: 44.52711486816406
+# SNR_NII: 113.76956176757812
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 348538840677
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39627386236440586.csv b/data/Task5_SpecType/spectra/spectrum_39627386236440586.csv
new file mode 100644
index 0000000000000000000000000000000000000000..82c6a345e6e4c5dc37cb322facb7e8f6e7a38bf5
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39627386236440586.csv
@@ -0,0 +1,7797 @@
+# TARGETID: 39627386236440586
+# SURVEY: main
+# PROGRAM: dark
+# RA: 42.40588425847768
+# DEC: -16.797910841439194
+# REDSHIFT: 0.3453934680374761
+# CLASS_LABEL: BPT_Composite
+# SUB_GROUP: C2
+# SNR_HA: 50.98102188110352
+# SNR_HB: 8.955652236938477
+# SNR_OIII: 9.029406547546388
+# SNR_NII: 54.81515884399414
+# SNR_MGII: 0.2232377082109451
+# BPT_ORIGINAL: 348540937829
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39627544747576920.csv b/data/Task5_SpecType/spectra/spectrum_39627544747576920.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a656252bd2c8438d84cdbcc6971fd44e87bddd5f
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39627544747576920.csv
@@ -0,0 +1,7797 @@
+# TARGETID: 39627544747576920
+# SURVEY: main
+# PROGRAM: dark
+# RA: 32.057521105318976
+# DEC: -9.924874870110472
+# REDSHIFT: 0.2545111025416439
+# CLASS_LABEL: BPT_Composite
+# SUB_GROUP: C2
+# SNR_HA: 50.58036422729492
+# SNR_HB: 14.75987434387207
+# SNR_OIII: 7.812564849853516
+# SNR_NII: 30.50575256347656
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 346460563045
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39627600615704223.csv b/data/Task5_SpecType/spectra/spectrum_39627600615704223.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4ec02437cf7033381aaed1bda927ddbf66067443
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39627600615704223.csv
@@ -0,0 +1,7797 @@
+# TARGETID: 39627600615704223
+# SURVEY: main
+# PROGRAM: dark
+# RA: 159.92034453017885
+# DEC: -7.658161942605262
+# REDSHIFT: 0.0927865211687811
+# CLASS_LABEL: BPT_SF
+# SUB_GROUP: C1
+# SNR_HA: 47.34032440185547
+# SNR_HB: 15.128680229187012
+# SNR_OIII: 27.115259170532227
+# SNR_NII: 9.993210792541504
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 2869454435
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39627639429795899.csv b/data/Task5_SpecType/spectra/spectrum_39627639429795899.csv
new file mode 100644
index 0000000000000000000000000000000000000000..059b35b4f50a07d0159b71e20d49514c71d9f866
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39627639429795899.csv
@@ -0,0 +1,7798 @@
+# TARGETID: 39627639429795899
+# SURVEY: main
+# PROGRAM: dark
+# RA: 328.47341333138417
+# DEC: -6.3087620684379075
+# REDSHIFT: 1.4935520235928268
+# 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: 21.382160186767578
+# BPT_ORIGINAL: 262144
+# DER_SNR: 6.41
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39627667833621346.csv b/data/Task5_SpecType/spectra/spectrum_39627667833621346.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a758cb23d60a03383f6c72c9ea3d051971e2b8fc
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39627667833621346.csv
@@ -0,0 +1,7797 @@
+# TARGETID: 39627667833621346
+# SURVEY: main
+# PROGRAM: bright
+# RA: 227.71313002881465
+# DEC: -4.988978276795774
+# REDSHIFT: 0.0744596587070013
+# CLASS_LABEL: BPT_Composite
+# SUB_GROUP: C2
+# SNR_HA: 30.24700927734375
+# SNR_HB: 5.218786239624023
+# SNR_OIII: 7.031678199768066
+# SNR_NII: 14.069329261779783
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 346458449509
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39627671272950456.csv b/data/Task5_SpecType/spectra/spectrum_39627671272950456.csv
new file mode 100644
index 0000000000000000000000000000000000000000..21f917f0499bcccf1992528023436a2b3c7d3080
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39627671272950456.csv
@@ -0,0 +1,7798 @@
+# TARGETID: 39627671272950456
+# SURVEY: main
+# PROGRAM: bright
+# RA: 73.3525119875878
+# DEC: -4.792686389346545
+# REDSHIFT: 0.014216953795350493
+# CLASS_LABEL: Broad-Line_AGN
+# SUB_GROUP: D
+# SNR_HA: 63.64216613769531
+# SNR_HB: 17.183122634887695
+# SNR_OIII: 57.175724029541016
+# SNR_NII: 61.96914291381836
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 1716040489
+# DER_SNR: 25.53
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39627673588209257.csv b/data/Task5_SpecType/spectra/spectrum_39627673588209257.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5e94614cc99a9e772f9532f8ffff239a6a0f142a
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39627673588209257.csv
@@ -0,0 +1,7797 @@
+# TARGETID: 39627673588209257
+# SURVEY: main
+# PROGRAM: bright
+# RA: 211.8029170025906
+# DEC: -4.633631402530547
+# REDSHIFT: 0.2534211817994059
+# CLASS_LABEL: BPT_Seyfert
+# SUB_GROUP: C3
+# SNR_HA: 58.76435852050781
+# SNR_HB: 8.264259338378906
+# SNR_OIII: 34.01822280883789
+# SNR_NII: 57.43388748168945
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 207871322793
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39627679128881252.csv b/data/Task5_SpecType/spectra/spectrum_39627679128881252.csv
new file mode 100644
index 0000000000000000000000000000000000000000..92d8442c61ab411f1213fa1cf083d12652cb8666
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39627679128881252.csv
@@ -0,0 +1,7797 @@
+# TARGETID: 39627679128881252
+# SURVEY: main
+# PROGRAM: bright
+# RA: 182.87922670102105
+# DEC: -4.533550522462828
+# REDSHIFT: 0.3218377998243797
+# CLASS_LABEL: BPT_Seyfert
+# SUB_GROUP: C3
+# SNR_HA: 54.99372100830078
+# SNR_HB: 7.748915195465088
+# SNR_OIII: 21.551820755004883
+# SNR_NII: 45.18461990356445
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 1728620137
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39627679892245294.csv b/data/Task5_SpecType/spectra/spectrum_39627679892245294.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b232db5346c3b1ba10319ec32e472786c627eb4e
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39627679892245294.csv
@@ -0,0 +1,7798 @@
+# TARGETID: 39627679892245294
+# SURVEY: main
+# PROGRAM: bright
+# RA: 228.48828383600932
+# DEC: -4.553122889754013
+# REDSHIFT: 0.11094853764740835
+# CLASS_LABEL: Low-Z_Weak
+# SUB_GROUP: B
+# SNR_HA: 0.0
+# SNR_HB: 0.1759696900844574
+# SNR_OIII: 0.0
+# SNR_NII: 0.4032175540924072
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 343597645824
+# DER_SNR: 7.43
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39627684921215373.csv b/data/Task5_SpecType/spectra/spectrum_39627684921215373.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f153499762b0d8f31200603d097211d8d1345022
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39627684921215373.csv
@@ -0,0 +1,7797 @@
+# TARGETID: 39627684921215373
+# SURVEY: main
+# PROGRAM: bright
+# RA: 168.84881662081912
+# DEC: -4.371885273474656
+# REDSHIFT: 0.2108314462415214
+# CLASS_LABEL: BPT_Seyfert
+# SUB_GROUP: C3
+# SNR_HA: 109.38107299804688
+# SNR_HB: 15.683385848999023
+# SNR_OIII: 54.61796569824219
+# SNR_NII: 85.5418701171875
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 345310276265
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39627691233641259.csv b/data/Task5_SpecType/spectra/spectrum_39627691233641259.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f77c2a40f9ee46d82612236471169f07daeeb7c0
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39627691233641259.csv
@@ -0,0 +1,7797 @@
+# TARGETID: 39627691233641259
+# SURVEY: main
+# PROGRAM: dark
+# RA: 185.54124144769816
+# DEC: -4.047306600970775
+# REDSHIFT: 0.2574722909001457
+# CLASS_LABEL: BPT_Composite
+# SUB_GROUP: C2
+# SNR_HA: 46.82854843139648
+# SNR_HB: 10.9013032913208
+# SNR_OIII: 10.17972469329834
+# SNR_NII: 14.04007625579834
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 2863179365
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39627701388053199.csv b/data/Task5_SpecType/spectra/spectrum_39627701388053199.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fbfe4d514403c61d307dfb656abde430baf19f1b
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39627701388053199.csv
@@ -0,0 +1,7797 @@
+# TARGETID: 39627701388053199
+# SURVEY: main
+# PROGRAM: bright
+# RA: 71.70603351308627
+# DEC: -3.4239892140493766
+# REDSHIFT: 0.2088907845494285
+# CLASS_LABEL: BPT_Composite
+# SUB_GROUP: C2
+# SNR_HA: 95.89485931396484
+# SNR_HB: 13.764755249023438
+# SNR_OIII: 12.045551300048828
+# SNR_NII: 53.4673957824707
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 2796070501
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39627708702918351.csv b/data/Task5_SpecType/spectra/spectrum_39627708702918351.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c1fbd67745096bfbb76de87490f9d8cfad67f55e
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39627708702918351.csv
@@ -0,0 +1,7798 @@
+# TARGETID: 39627708702918351
+# SURVEY: main
+# PROGRAM: dark
+# RA: 148.2870136873883
+# DEC: -3.2964703321795588
+# REDSHIFT: 1.5861817332204722
+# 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: 28.756675720214844
+# BPT_ORIGINAL: 262144
+# DER_SNR: 8.59
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39627715141177593.csv b/data/Task5_SpecType/spectra/spectrum_39627715141177593.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b850716ffd3d2bf93b90855365875f67901dd77f
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39627715141177593.csv
@@ -0,0 +1,7797 @@
+# TARGETID: 39627715141177593
+# SURVEY: main
+# PROGRAM: bright
+# RA: 172.4759392876817
+# DEC: -3.0358454893028015
+# REDSHIFT: 0.2808441672599516
+# CLASS_LABEL: BPT_LINER
+# SUB_GROUP: C4
+# SNR_HA: 40.060020446777344
+# SNR_HB: 5.656423568725586
+# SNR_OIII: 11.419432640075684
+# SNR_NII: 33.2695198059082
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 27498423921
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diff --git a/data/Task5_SpecType/spectra/spectrum_39627722070169413.csv b/data/Task5_SpecType/spectra/spectrum_39627722070169413.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a9653c8232aced8f253c3d3ac13a88017ef5a5d3
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39627722070169413.csv
@@ -0,0 +1,7798 @@
+# TARGETID: 39627722070169413
+# SURVEY: main
+# PROGRAM: dark
+# RA: 225.4850920939797
+# DEC: -2.7926366491072487
+# REDSHIFT: 0.10146700714251686
+# CLASS_LABEL: Broad-Line_AGN
+# SUB_GROUP: D
+# SNR_HA: 105.37272644042969
+# SNR_HB: 26.89698028564453
+# SNR_OIII: 22.06740379333496
+# SNR_NII: 63.485084533691406
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 348608046693
+# DER_SNR: 11.11
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39627730186145466.csv b/data/Task5_SpecType/spectra/spectrum_39627730186145466.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b05978ee0347b705280c7de5bd12a46920e37015
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39627730186145466.csv
@@ -0,0 +1,7798 @@
+# TARGETID: 39627730186145466
+# SURVEY: main
+# PROGRAM: bright
+# RA: 349.17368531975217
+# DEC: -2.50100294738785
+# REDSHIFT: 0.19232399348988577
+# CLASS_LABEL: Low-Z_Weak
+# SUB_GROUP: B
+# SNR_HA: 0.4029831886291504
+# SNR_HB: 0.0
+# SNR_OIII: 0.0
+# SNR_NII: 0.0
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 343597645824
+# DER_SNR: 7.24
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39627741821142728.csv b/data/Task5_SpecType/spectra/spectrum_39627741821142728.csv
new file mode 100644
index 0000000000000000000000000000000000000000..51271e852221997da570f6361b07050bd5defa87
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39627741821142728.csv
@@ -0,0 +1,7797 @@
+# TARGETID: 39627741821142728
+# SURVEY: main
+# PROGRAM: dark
+# RA: 322.5598309084858
+# DEC: -2.0414743632856887
+# REDSHIFT: 1.3422942566368266
+# 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: 7.819169044494629
+# BPT_ORIGINAL: 206158692352
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39627744715216285.csv b/data/Task5_SpecType/spectra/spectrum_39627744715216285.csv
new file mode 100644
index 0000000000000000000000000000000000000000..521d2fb4f7874da9c1473b5304d305f5ef3f4191
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39627744715216285.csv
@@ -0,0 +1,7798 @@
+# TARGETID: 39627744715216285
+# SURVEY: main
+# PROGRAM: bright
+# RA: 135.21835351685164
+# DEC: -1.8499413439612145
+# REDSHIFT: 0.3104568397673391
+# CLASS_LABEL: Broad-Line_AGN
+# SUB_GROUP: D
+# SNR_HA: 18.341670989990234
+# SNR_HB: 5.091495990753174
+# SNR_OIII: 67.68400573730469
+# SNR_NII: 40.471553802490234
+# SNR_MGII: 17.790491104125977
+# BPT_ORIGINAL: 207871355561
+# DER_SNR: 13.22
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39627753972043673.csv b/data/Task5_SpecType/spectra/spectrum_39627753972043673.csv
new file mode 100644
index 0000000000000000000000000000000000000000..109c248debbe94f49a3455c4e6f5099e62daf1af
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39627753972043673.csv
@@ -0,0 +1,7797 @@
+# TARGETID: 39627753972043673
+# SURVEY: main
+# PROGRAM: bright
+# RA: 326.855957137009
+# DEC: -1.4078166356094797
+# REDSHIFT: 0.2241715170130533
+# CLASS_LABEL: Low-Z_Weak
+# SUB_GROUP: B
+# SNR_HA: 0.7833065986633301
+# SNR_HB: 0.6001502275466919
+# SNR_OIII: 1.8112086057662964
+# SNR_NII: 0.4360538721084595
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 343597645824
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39627757612697196.csv b/data/Task5_SpecType/spectra/spectrum_39627757612697196.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d0da0f39bcf560e876505b81bba2cf90cc7d6155
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39627757612697196.csv
@@ -0,0 +1,7797 @@
+# TARGETID: 39627757612697196
+# SURVEY: sv1
+# PROGRAM: bright
+# RA: 183.82877307309457
+# DEC: -1.3150475877799832
+# REDSHIFT: 0.0379434971357887
+# CLASS_LABEL: BPT_SF
+# SUB_GROUP: C1
+# SNR_HA: 83.39064025878906
+# SNR_HB: 20.042543411254883
+# SNR_OIII: 34.49920654296875
+# SNR_NII: 8.887700080871582
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 2861065827
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39627758300563816.csv b/data/Task5_SpecType/spectra/spectrum_39627758300563816.csv
new file mode 100644
index 0000000000000000000000000000000000000000..047cb078f3a5b4ce6e498880ab7f2b8662b45919
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39627758300563816.csv
@@ -0,0 +1,7797 @@
+# TARGETID: 39627758300563816
+# SURVEY: main
+# PROGRAM: bright
+# RA: 224.84124098361545
+# DEC: -1.2278894001804548
+# REDSHIFT: 0.0983964089559163
+# CLASS_LABEL: BPT_SF
+# SUB_GROUP: C1
+# SNR_HA: 107.6458511352539
+# SNR_HB: 32.248931884765625
+# SNR_OIII: 14.531551361083984
+# SNR_NII: 54.96299362182617
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 346460546659
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39627764243894496.csv b/data/Task5_SpecType/spectra/spectrum_39627764243894496.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b09f06f76bbe15d4c73ac81668275f97b2f33e41
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39627764243894496.csv
@@ -0,0 +1,7797 @@
+# TARGETID: 39627764243894496
+# SURVEY: main
+# PROGRAM: dark
+# RA: 219.17669433342957
+# DEC: -0.8889306876043809
+# REDSHIFT: 2.2264324835565357
+# 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: 7.10427713394165
+# BPT_ORIGINAL: 262144
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39627776579341028.csv b/data/Task5_SpecType/spectra/spectrum_39627776579341028.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0e75899f0b6fbf411e55b4d9658f1f29a7ecd060
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39627776579341028.csv
@@ -0,0 +1,7798 @@
+# TARGETID: 39627776579341028
+# SURVEY: main
+# PROGRAM: dark
+# RA: 234.37689087062958
+# DEC: -0.4121318004970582
+# REDSHIFT: 1.7009561255699994
+# 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: 11.389928817749023
+# BPT_ORIGINAL: 343597645824
+# DER_SNR: None
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39627785282525139.csv b/data/Task5_SpecType/spectra/spectrum_39627785282525139.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b60da230e30e6e44f21f5206a8c7069564169a1
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39627785282525139.csv
@@ -0,0 +1,7798 @@
+# TARGETID: 39627785282525139
+# SURVEY: main
+# PROGRAM: dark
+# RA: 33.17861397156535
+# DEC: 0.09927880192756508
+# REDSHIFT: 2.132644050649097
+# 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: 55.89767074584961
+# BPT_ORIGINAL: 262144
+# DER_SNR: 14.01
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39627791435565652.csv b/data/Task5_SpecType/spectra/spectrum_39627791435565652.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e0ea85cb11d2afcdf3acf91892a4b506d87daade
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39627791435565652.csv
@@ -0,0 +1,7797 @@
+# TARGETID: 39627791435565652
+# SURVEY: main
+# PROGRAM: bright
+# RA: 39.82974867219592
+# DEC: 0.2483860391126096
+# REDSHIFT: 0.072289982796105
+# CLASS_LABEL: BPT_LINER
+# SUB_GROUP: C4
+# SNR_HA: 35.04958724975586
+# SNR_HB: 8.956826210021973
+# SNR_OIII: 34.51542282104492
+# SNR_NII: 100.90374755859376
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 345313522481
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39627794413523489.csv b/data/Task5_SpecType/spectra/spectrum_39627794413523489.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c12695337d53f2225d196ea9bff5ccaca1ec6839
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39627794413523489.csv
@@ -0,0 +1,7798 @@
+# TARGETID: 39627794413523489
+# SURVEY: main
+# PROGRAM: dark
+# RA: 217.4572630782866
+# DEC: 0.282315026835376
+# REDSHIFT: 0.33338629361239325
+# CLASS_LABEL: BPT_LINER
+# SUB_GROUP: C4
+# SNR_HA: 41.03412628173828
+# SNR_HB: 5.920901775360107
+# SNR_OIII: 13.728422164916992
+# SNR_NII: 26.99752426147461
+# SNR_MGII: 0.7995709180831909
+# BPT_ORIGINAL: 345326003825
+# DER_SNR: 6.31
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39627805863970927.csv b/data/Task5_SpecType/spectra/spectrum_39627805863970927.csv
new file mode 100644
index 0000000000000000000000000000000000000000..dd83dbe3fd4b2fe75fce7056a004b29bf7c94373
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39627805863970927.csv
@@ -0,0 +1,7797 @@
+# TARGETID: 39627805863970927
+# SURVEY: sv3
+# PROGRAM: dark
+# RA: 179.84753732815045
+# DEC: 0.7055915809178149
+# REDSHIFT: 0.2315355246317907
+# CLASS_LABEL: BPT_SF
+# SUB_GROUP: C1
+# SNR_HA: 47.3873176574707
+# SNR_HB: 12.35886573791504
+# SNR_OIII: 15.982789993286133
+# SNR_NII: 14.476726531982422
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 2861065827
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39627813115923087.csv b/data/Task5_SpecType/spectra/spectrum_39627813115923087.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bc90e11273d9812e8115786cb2e2c92b73f63ff6
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39627813115923087.csv
@@ -0,0 +1,7798 @@
+# TARGETID: 39627813115923087
+# SURVEY: main
+# PROGRAM: bright
+# RA: 252.07900375571455
+# DEC: 0.9540329793768509
+# REDSHIFT: 0.14359681749572212
+# CLASS_LABEL: Low-Z_Weak
+# SUB_GROUP: B
+# SNR_HA: 0.0
+# SNR_HB: 0.0
+# SNR_OIII: 1.498605489730835
+# SNR_NII: 0.19728222489356995
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 343597645824
+# DER_SNR: 5.06
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39627825052909819.csv b/data/Task5_SpecType/spectra/spectrum_39627825052909819.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c9772df703404b94a38ba4af6d860880d4ace752
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39627825052909819.csv
@@ -0,0 +1,7797 @@
+# TARGETID: 39627825052909819
+# SURVEY: main
+# PROGRAM: dark
+# RA: 243.50490780635565
+# DEC: 1.5702941137040094
+# REDSHIFT: 0.2046640714235149
+# CLASS_LABEL: BPT_SF
+# SUB_GROUP: C1
+# SNR_HA: 112.59127044677734
+# SNR_HB: 37.4635124206543
+# SNR_OIII: 111.01648712158205
+# SNR_NII: 8.92127513885498
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 346466838115
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39627826302821843.csv b/data/Task5_SpecType/spectra/spectrum_39627826302821843.csv
new file mode 100644
index 0000000000000000000000000000000000000000..54c650447237199a095bba9a357154c8fc25b414
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39627826302821843.csv
@@ -0,0 +1,7798 @@
+# TARGETID: 39627826302821843
+# SURVEY: main
+# PROGRAM: bright
+# RA: 318.2132754629924
+# DEC: 1.5007685146370262
+# REDSHIFT: 0.12339555741749492
+# CLASS_LABEL: BPT_Composite
+# SUB_GROUP: C2
+# SNR_HA: 26.771514892578125
+# SNR_HB: 5.324658393859863
+# SNR_OIII: 6.180539608001709
+# SNR_NII: 13.863101959228516
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 2863179365
+# DER_SNR: 5.11
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39627841519751771.csv b/data/Task5_SpecType/spectra/spectrum_39627841519751771.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2c53530452a855fae36d431b923bbd78e5e3e92c
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39627841519751771.csv
@@ -0,0 +1,7798 @@
+# TARGETID: 39627841519751771
+# SURVEY: main
+# PROGRAM: dark
+# RA: 145.17936394515348
+# DEC: 2.3359081223918836
+# REDSHIFT: 1.0030376333339592
+# CLASS_LABEL: High-Z_Trap
+# SUB_GROUP: A
+# SNR_HA: 0.0
+# SNR_HB: 24.170875549316406
+# SNR_OIII: 0.0
+# SNR_NII: 0.0
+# SNR_MGII: 8.588871002197266
+# BPT_ORIGINAL: 206158692352
+# DER_SNR: None
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39627845156213099.csv b/data/Task5_SpecType/spectra/spectrum_39627845156213099.csv
new file mode 100644
index 0000000000000000000000000000000000000000..62e60c33c698bec89d8a022ab4f0b89048f0edf1
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39627845156213099.csv
@@ -0,0 +1,7797 @@
+# TARGETID: 39627845156213099
+# SURVEY: main
+# PROGRAM: bright
+# RA: 1.8895933824859137
+# DEC: 2.429544649968825
+# REDSHIFT: 0.0612047513757627
+# CLASS_LABEL: BPT_LINER
+# SUB_GROUP: C4
+# SNR_HA: 59.1083869934082
+# SNR_HB: 5.521756172180176
+# SNR_OIII: 6.167474269866943
+# SNR_NII: 42.22785949707031
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 348738070321
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39627851548330445.csv b/data/Task5_SpecType/spectra/spectrum_39627851548330445.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1798b12b2fca3a28d392eeaaed7d7ed471b6930a
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39627851548330445.csv
@@ -0,0 +1,7798 @@
+# TARGETID: 39627851548330445
+# SURVEY: main
+# PROGRAM: bright
+# RA: 22.81967554590411
+# DEC: 2.6909413363263024
+# REDSHIFT: 0.07801863188610167
+# CLASS_LABEL: BPT_SF
+# SUB_GROUP: C1
+# SNR_HA: 87.23772430419922
+# SNR_HB: 29.597705841064453
+# SNR_OIII: 33.561988830566406
+# SNR_NII: 31.913928985595703
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 346458449507
+# DER_SNR: 5.48
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39627851556725772.csv b/data/Task5_SpecType/spectra/spectrum_39627851556725772.csv
new file mode 100644
index 0000000000000000000000000000000000000000..137f08292ef887d6a6441254309bb98befd01e82
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39627851556725772.csv
@@ -0,0 +1,7798 @@
+# TARGETID: 39627851556725772
+# SURVEY: main
+# PROGRAM: bright
+# RA: 23.487818899679496
+# DEC: 2.6717811953362673
+# REDSHIFT: 0.05774934166946913
+# CLASS_LABEL: BPT_SF
+# SUB_GROUP: C1
+# SNR_HA: 110.55485534667969
+# SNR_HB: 32.333984375
+# SNR_OIII: 24.141498565673828
+# SNR_NII: 59.49638748168945
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 346594764387
+# DER_SNR: 10.09
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39627914811018999.csv b/data/Task5_SpecType/spectra/spectrum_39627914811018999.csv
new file mode 100644
index 0000000000000000000000000000000000000000..88ed9341cd528bdc91e935b123722af4aef4b739
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39627914811018999.csv
@@ -0,0 +1,7797 @@
+# TARGETID: 39627914811018999
+# SURVEY: sv1
+# PROGRAM: dark
+# RA: 199.73128109583857
+# DEC: 5.272899296918793
+# REDSHIFT: 0.1486628504328755
+# CLASS_LABEL: BPT_SF
+# SUB_GROUP: C1
+# SNR_HA: 82.31446838378906
+# SNR_HB: 23.111591339111328
+# SNR_OIII: 18.55990982055664
+# SNR_NII: 35.07124328613281
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 346458449507
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39627919932263274.csv b/data/Task5_SpecType/spectra/spectrum_39627919932263274.csv
new file mode 100644
index 0000000000000000000000000000000000000000..714ea201019b9a75ad7ca175dfdbef845dca6918
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39627919932263274.csv
@@ -0,0 +1,7798 @@
+# TARGETID: 39627919932263274
+# SURVEY: main
+# PROGRAM: bright
+# RA: 146.02094449702832
+# DEC: 5.525172613293539
+# REDSHIFT: 0.20702188086290066
+# CLASS_LABEL: BPT_SF
+# SUB_GROUP: C1
+# SNR_HA: 113.6253890991211
+# SNR_HB: 27.60194206237793
+# SNR_OIII: 24.29658317565918
+# SNR_NII: 63.88548278808594
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 346391355491
+# DER_SNR: 8.25
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39627951213382387.csv b/data/Task5_SpecType/spectra/spectrum_39627951213382387.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d407ed899facfe9ebe9dfcc59a756ec7cf6dcd29
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39627951213382387.csv
@@ -0,0 +1,7797 @@
+# TARGETID: 39627951213382387
+# SURVEY: main
+# PROGRAM: dark
+# RA: 219.61309701272393
+# DEC: 6.74057631335763
+# REDSHIFT: 0.2797309391233207
+# CLASS_LABEL: Low-Z_Weak
+# SUB_GROUP: B
+# SNR_HA: 0.0
+# SNR_HB: 0.4963274598121643
+# SNR_OIII: 1.1193794012069702
+# SNR_NII: 1.244911551475525
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 262144
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39627956233964684.csv b/data/Task5_SpecType/spectra/spectrum_39627956233964684.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f0757de44dd146f2d6ed69a55eaca574a8518bb1
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39627956233964684.csv
@@ -0,0 +1,7798 @@
+# TARGETID: 39627956233964684
+# SURVEY: main
+# PROGRAM: dark
+# RA: 160.80190144670465
+# DEC: 7.0586470544150135
+# REDSHIFT: 0.3293561637618075
+# CLASS_LABEL: BPT_Composite
+# SUB_GROUP: C2
+# SNR_HA: 59.08850860595703
+# SNR_HB: 6.677544593811035
+# SNR_OIII: 6.759115219116211
+# SNR_NII: 32.862796783447266
+# SNR_MGII: 0.009304514154791832
+# BPT_ORIGINAL: 348540937829
+# DER_SNR: 6.85
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39627957190265769.csv b/data/Task5_SpecType/spectra/spectrum_39627957190265769.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a153155b386b67c133c155939367fa82ce8aed08
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39627957190265769.csv
@@ -0,0 +1,7798 @@
+# TARGETID: 39627957190265769
+# SURVEY: main
+# PROGRAM: dark
+# RA: 218.12976308269637
+# DEC: 6.92140068644964
+# REDSHIFT: 2.140203809838344
+# 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: 11.56289291381836
+# BPT_ORIGINAL: 262144
+# DER_SNR: None
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39627968829460443.csv b/data/Task5_SpecType/spectra/spectrum_39627968829460443.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b6734d9ee6f07adff713165e63c75613182b85d9
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39627968829460443.csv
@@ -0,0 +1,7797 @@
+# TARGETID: 39627968829460443
+# SURVEY: sv1
+# PROGRAM: dark
+# RA: 196.81091683979253
+# DEC: 7.417432733295213
+# REDSHIFT: 0.0470818373878967
+# CLASS_LABEL: BPT_SF
+# SUB_GROUP: C1
+# SNR_HA: 31.726951599121097
+# SNR_HB: 11.848152160644531
+# SNR_OIII: 12.094215393066406
+# SNR_NII: 9.650404930114746
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 2861065827
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39627998898425685.csv b/data/Task5_SpecType/spectra/spectrum_39627998898425685.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b6505c37e36f4ed198469893cc2fac02a601d704
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39627998898425685.csv
@@ -0,0 +1,7798 @@
+# TARGETID: 39627998898425685
+# SURVEY: main
+# PROGRAM: bright
+# RA: 205.4662727365743
+# DEC: 8.686568864694248
+# REDSHIFT: 0.10902270393644532
+# CLASS_LABEL: Low-Z_Weak
+# SUB_GROUP: B
+# SNR_HA: 0.0
+# SNR_HB: 0.30981382727622986
+# SNR_OIII: 0.0
+# SNR_NII: 1.8858860731124878
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 262144
+# DER_SNR: 5.15
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39628117806942565.csv b/data/Task5_SpecType/spectra/spectrum_39628117806942565.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e860d33db60380e9e4b3b70c74ab6f4fe155b817
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39628117806942565.csv
@@ -0,0 +1,7798 @@
+# TARGETID: 39628117806942565
+# SURVEY: main
+# PROGRAM: dark
+# RA: 226.93742867821365
+# DEC: 13.759690935519625
+# REDSHIFT: 1.8674678494357493
+# 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: 58.96977233886719
+# BPT_ORIGINAL: 262144
+# DER_SNR: 12.37
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39628198673126775.csv b/data/Task5_SpecType/spectra/spectrum_39628198673126775.csv
new file mode 100644
index 0000000000000000000000000000000000000000..90279774225c9e3d125c10f58e1f026b5e47bfe7
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39628198673126775.csv
@@ -0,0 +1,7797 @@
+# TARGETID: 39628198673126775
+# SURVEY: main
+# PROGRAM: dark
+# RA: 184.16854260402815
+# DEC: 17.364995179562676
+# REDSHIFT: 1.2916824711902009
+# 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: 14.12545680999756
+# BPT_ORIGINAL: 343597645824
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39628247033448775.csv b/data/Task5_SpecType/spectra/spectrum_39628247033448775.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a5f3ba9ecace79ac6cbae97c5b8065558719935d
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39628247033448775.csv
@@ -0,0 +1,7798 @@
+# TARGETID: 39628247033448775
+# SURVEY: main
+# PROGRAM: bright
+# RA: 334.73289056251645
+# DEC: 19.136547631836546
+# REDSHIFT: 0.1348086412680191
+# CLASS_LABEL: BPT_Composite
+# SUB_GROUP: C2
+# SNR_HA: 82.04643249511719
+# SNR_HB: 26.698713302612305
+# SNR_OIII: 44.3714485168457
+# SNR_NII: 27.03536605834961
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 1712875109
+# DER_SNR: 7.07
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39628263965853245.csv b/data/Task5_SpecType/spectra/spectrum_39628263965853245.csv
new file mode 100644
index 0000000000000000000000000000000000000000..37afdc4ab25e2d95f1aa36a53faa4df1880b9230
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39628263965853245.csv
@@ -0,0 +1,7797 @@
+# TARGETID: 39628263965853245
+# SURVEY: main
+# PROGRAM: bright
+# RA: 324.7429016374397
+# DEC: 19.92843421625198
+# REDSHIFT: 0.1629679332437035
+# CLASS_LABEL: BPT_Composite
+# SUB_GROUP: C2
+# SNR_HA: 81.27362060546875
+# SNR_HB: 12.883014678955078
+# SNR_OIII: 5.552292823791504
+# SNR_NII: 56.86674118041992
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 348540937829
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39628284908012596.csv b/data/Task5_SpecType/spectra/spectrum_39628284908012596.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cee20a3254f21e6337eafe47fd58a2a41e6e08f7
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39628284908012596.csv
@@ -0,0 +1,7798 @@
+# TARGETID: 39628284908012596
+# SURVEY: main
+# PROGRAM: bright
+# RA: 216.16488348974292
+# DEC: 21.076801366299346
+# REDSHIFT: 0.05694620402383823
+# CLASS_LABEL: BPT_Seyfert
+# SUB_GROUP: C3
+# SNR_HA: 43.38738250732422
+# SNR_HB: 8.77463436126709
+# SNR_OIII: 45.71508026123047
+# SNR_NII: 56.03287124633789
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 345310309161
+# DER_SNR: 20.13
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39628306017944469.csv b/data/Task5_SpecType/spectra/spectrum_39628306017944469.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cb756518f5d01e95f30fc468685062ad9d8f8ab3
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39628306017944469.csv
@@ -0,0 +1,7798 @@
+# TARGETID: 39628306017944469
+# SURVEY: main
+# PROGRAM: dark
+# RA: 126.2372142325029
+# DEC: 21.927641943693285
+# REDSHIFT: 0.3394598440994987
+# CLASS_LABEL: Broad-Line_AGN
+# SUB_GROUP: D
+# SNR_HA: 415.65667724609375
+# SNR_HB: 161.65414428710938
+# SNR_OIII: 240.4502410888672
+# SNR_NII: 286.2522277832031
+# SNR_MGII: 44.94182586669922
+# BPT_ORIGINAL: 348538839141
+# DER_SNR: 51.38
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39628397697042840.csv b/data/Task5_SpecType/spectra/spectrum_39628397697042840.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1b0569d39be9a11604efb0442ca4727598e0b34e
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39628397697042840.csv
@@ -0,0 +1,7798 @@
+# TARGETID: 39628397697042840
+# SURVEY: main
+# PROGRAM: bright
+# RA: 340.9668211904309
+# DEC: 25.992928197302913
+# REDSHIFT: 0.33894236438681674
+# CLASS_LABEL: Broad-Line_AGN
+# SUB_GROUP: D
+# SNR_HA: 51.880943298339844
+# SNR_HB: 14.097906112670898
+# SNR_OIII: 100.34550476074219
+# SNR_NII: 37.26371765136719
+# SNR_MGII: 0.7173362970352173
+# BPT_ORIGINAL: 207871322793
+# DER_SNR: 6.23
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diff --git a/data/Task5_SpecType/spectra/spectrum_39628449052100468.csv b/data/Task5_SpecType/spectra/spectrum_39628449052100468.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a7df8a16ac4797b5f3905010d1950dd21cec6cf9
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39628449052100468.csv
@@ -0,0 +1,7798 @@
+# TARGETID: 39628449052100468
+# SURVEY: sv1
+# PROGRAM: dark
+# RA: 179.80076322366105
+# DEC: 28.62105870339888
+# REDSHIFT: 0.21510552979927053
+# CLASS_LABEL: Broad-Line_AGN
+# SUB_GROUP: D
+# SNR_HA: 88.87706756591797
+# SNR_HB: 24.36591148376465
+# SNR_OIII: 138.1221466064453
+# SNR_NII: 58.55160903930664
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 233641126569
+# DER_SNR: 18.46
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39628470606629540.csv b/data/Task5_SpecType/spectra/spectrum_39628470606629540.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3f6e1cb463561f5719471fb59c1024b7ecdd4cba
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39628470606629540.csv
@@ -0,0 +1,7797 @@
+# TARGETID: 39628470606629540
+# SURVEY: main
+# PROGRAM: bright
+# RA: 206.52297553885603
+# DEC: 29.439923078254484
+# REDSHIFT: 0.1583410023156088
+# CLASS_LABEL: Broad-Line_AGN
+# SUB_GROUP: D
+# SNR_HA: 127.99850463867188
+# SNR_HB: 47.07874298095703
+# SNR_OIII: 27.577543258666992
+# SNR_NII: 116.1818389892578
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 374308644453
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39628502449784955.csv b/data/Task5_SpecType/spectra/spectrum_39628502449784955.csv
new file mode 100644
index 0000000000000000000000000000000000000000..08fca6d45300a9858597e69a3c05003851e1a033
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39628502449784955.csv
@@ -0,0 +1,7797 @@
+# TARGETID: 39628502449784955
+# SURVEY: main
+# PROGRAM: bright
+# RA: 240.14090271206803
+# DEC: 31.056691117457543
+# REDSHIFT: 0.1856193271500465
+# CLASS_LABEL: Low-Z_Weak
+# SUB_GROUP: B
+# SNR_HA: 0.0260985102504491
+# SNR_HB: 0.8212986588478088
+# SNR_OIII: 0.0
+# SNR_NII: 1.5352247953414917
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 262144
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39628523219978798.csv b/data/Task5_SpecType/spectra/spectrum_39628523219978798.csv
new file mode 100644
index 0000000000000000000000000000000000000000..97ef5e5dd7ac3b840cb9d273142c0c538ffaff1b
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39628523219978798.csv
@@ -0,0 +1,7797 @@
+# TARGETID: 39628523219978798
+# SURVEY: sv1
+# PROGRAM: dark
+# RA: 249.5318112571982
+# DEC: 31.97652530688114
+# REDSHIFT: 0.1835209694848677
+# CLASS_LABEL: BPT_SF
+# SUB_GROUP: C1
+# SNR_HA: 77.44135284423828
+# SNR_HB: 20.521223068237305
+# SNR_OIII: 37.85746383666992
+# SNR_NII: 17.77543830871582
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 2869454435
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39632929873202861.csv b/data/Task5_SpecType/spectra/spectrum_39632929873202861.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5386e36a9c73f1208b15399044101b43793538a3
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39632929873202861.csv
@@ -0,0 +1,7797 @@
+# TARGETID: 39632929873202861
+# SURVEY: sv1
+# PROGRAM: dark
+# RA: 135.06450475140994
+# DEC: 32.480982206627985
+# REDSHIFT: 0.0936992908056015
+# CLASS_LABEL: BPT_Seyfert
+# SUB_GROUP: C3
+# SNR_HA: 160.8407440185547
+# SNR_HB: 40.43556213378906
+# SNR_OIII: 278.2683410644531
+# SNR_NII: 156.6639862060547
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 233641159337
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39632945895441603.csv b/data/Task5_SpecType/spectra/spectrum_39632945895441603.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0de892d0a5e29b71d595303c81341eb455a253c1
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39632945895441603.csv
@@ -0,0 +1,7797 @@
+# TARGETID: 39632945895441603
+# SURVEY: main
+# PROGRAM: bright
+# RA: 189.36679999123507
+# DEC: 33.2337499254166
+# REDSHIFT: 0.1472454479247497
+# CLASS_LABEL: BPT_Seyfert
+# SUB_GROUP: C3
+# SNR_HA: 119.02140045166016
+# SNR_HB: 15.58311939239502
+# SNR_OIII: 49.78833770751953
+# SNR_NII: 97.84630584716795
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 371095808681
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39632946050629725.csv b/data/Task5_SpecType/spectra/spectrum_39632946050629725.csv
new file mode 100644
index 0000000000000000000000000000000000000000..14e0892c2a2fe56786399f586b9387e65486abde
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39632946050629725.csv
@@ -0,0 +1,7797 @@
+# TARGETID: 39632946050629725
+# SURVEY: main
+# PROGRAM: dark
+# RA: 200.3067106029232
+# DEC: 33.314605670107596
+# REDSHIFT: 0.2988301981222081
+# CLASS_LABEL: BPT_LINER
+# SUB_GROUP: C4
+# SNR_HA: 55.98716354370117
+# SNR_HB: 5.904476642608643
+# SNR_OIII: 13.218039512634276
+# SNR_NII: 49.02718734741211
+# SNR_MGII: 0.1667774319648742
+# BPT_ORIGINAL: 345310275185
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39632946436506056.csv b/data/Task5_SpecType/spectra/spectrum_39632946436506056.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5c2cd55214c49b3d32fb874d1a016262fb97d7c4
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39632946436506056.csv
@@ -0,0 +1,7797 @@
+# TARGETID: 39632946436506056
+# SURVEY: main
+# PROGRAM: bright
+# RA: 227.8050247498203
+# DEC: 33.28056100829307
+# REDSHIFT: 0.2169113929491173
+# CLASS_LABEL: BPT_LINER
+# SUB_GROUP: C4
+# SNR_HA: 25.37249755859375
+# SNR_HB: 6.852700233459473
+# SNR_OIII: 13.327221870422363
+# SNR_NII: 25.82523536682129
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 207887050353
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39632946876908265.csv b/data/Task5_SpecType/spectra/spectrum_39632946876908265.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2c6f0f267bbf7822e3de86f36a4087e8551a2d70
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39632946876908265.csv
@@ -0,0 +1,7798 @@
+# TARGETID: 39632946876908265
+# SURVEY: main
+# PROGRAM: dark
+# RA: 259.1482219874054
+# DEC: 33.323928109803724
+# REDSHIFT: 1.9397193884448527
+# 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: 20.40700912475586
+# BPT_ORIGINAL: 262144
+# DER_SNR: None
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39632950320431285.csv b/data/Task5_SpecType/spectra/spectrum_39632950320431285.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d893198675b6f72818ddc2559746dd32337880d7
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39632950320431285.csv
@@ -0,0 +1,7797 @@
+# TARGETID: 39632950320431285
+# SURVEY: sv1
+# PROGRAM: bright
+# RA: 144.4320647268608
+# DEC: 33.55214302419667
+# REDSHIFT: 0.3181278239584106
+# CLASS_LABEL: BPT_SF
+# SUB_GROUP: C1
+# SNR_HA: 76.10706329345703
+# SNR_HB: 25.45359992980957
+# SNR_OIII: 40.099063873291016
+# SNR_NII: 22.332792282104492
+# SNR_MGII: 0.8254254460334778
+# BPT_ORIGINAL: 346458449507
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39632991252644328.csv b/data/Task5_SpecType/spectra/spectrum_39632991252644328.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2e28f53cbc489c441d3d46a7b29687443d17c2b3
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39632991252644328.csv
@@ -0,0 +1,7798 @@
+# TARGETID: 39632991252644328
+# SURVEY: main
+# PROGRAM: bright
+# RA: 217.99398161179764
+# DEC: 35.56891309495781
+# REDSHIFT: 0.08478418587685875
+# CLASS_LABEL: BPT_SF
+# SUB_GROUP: C1
+# SNR_HA: 74.18850708007812
+# SNR_HB: 15.475369453430176
+# SNR_OIII: 23.211048126220703
+# SNR_NII: 18.814462661743164
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 346458449507
+# DER_SNR: 7.23
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39632996654911745.csv b/data/Task5_SpecType/spectra/spectrum_39632996654911745.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4c4ec363927ceb72c575f03a319ddc2e941fba10
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39632996654911745.csv
@@ -0,0 +1,7797 @@
+# TARGETID: 39632996654911745
+# SURVEY: sv3
+# PROGRAM: bright
+# RA: 253.3752418691924
+# DEC: 35.629598890193094
+# REDSHIFT: 0.1375938575597027
+# CLASS_LABEL: BPT_Composite
+# SUB_GROUP: C2
+# SNR_HA: 58.67545318603515
+# SNR_HB: 22.39336395263672
+# SNR_OIII: 12.069579124450684
+# SNR_NII: 41.13793182373047
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 346460563045
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39633006666714070.csv b/data/Task5_SpecType/spectra/spectrum_39633006666714070.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6d535497bf6cbd92c22a4f5ac0ba0f934dfa2db9
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39633006666714070.csv
@@ -0,0 +1,7797 @@
+# TARGETID: 39633006666714070
+# SURVEY: main
+# PROGRAM: bright
+# RA: 269.53581088390155
+# DEC: 36.347774507583
+# REDSHIFT: 0.0846374973964437
+# CLASS_LABEL: BPT_Seyfert
+# SUB_GROUP: C3
+# SNR_HA: 41.94245147705078
+# SNR_HB: 10.816937446594238
+# SNR_OIII: 42.30696868896485
+# SNR_NII: 33.497962951660156
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 207871322793
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39633019492893434.csv b/data/Task5_SpecType/spectra/spectrum_39633019492893434.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d90a0b8deea009f0e36a6c3fb22372cdd597bded
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39633019492893434.csv
@@ -0,0 +1,7798 @@
+# TARGETID: 39633019492893434
+# SURVEY: main
+# PROGRAM: bright
+# RA: 140.37154190941348
+# DEC: 37.01711647043925
+# REDSHIFT: 0.24280045138762338
+# CLASS_LABEL: BPT_Seyfert
+# SUB_GROUP: C3
+# SNR_HA: 46.27910614013672
+# SNR_HB: 7.297945499420166
+# SNR_OIII: 25.625741958618164
+# SNR_NII: 21.56595802307129
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 345308700777
+# DER_SNR: 6.70
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39633029408227548.csv b/data/Task5_SpecType/spectra/spectrum_39633029408227548.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c7d462cfa8f557246caa4596df390a08d3a79c7a
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39633029408227548.csv
@@ -0,0 +1,7798 @@
+# TARGETID: 39633029408227548
+# SURVEY: main
+# PROGRAM: dark
+# RA: 160.5438237701215
+# DEC: 37.53734111388357
+# REDSHIFT: 2.219894138960723
+# 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: 28.721288681030273
+# BPT_ORIGINAL: 262144
+# DER_SNR: 7.08
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39633033917104889.csv b/data/Task5_SpecType/spectra/spectrum_39633033917104889.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bea48302639533be6f568004c19fad474f013e2e
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39633033917104889.csv
@@ -0,0 +1,7797 @@
+# TARGETID: 39633033917104889
+# SURVEY: main
+# PROGRAM: dark
+# RA: 138.76610896220552
+# DEC: 37.65825130780191
+# REDSHIFT: 0.3078394475381035
+# CLASS_LABEL: BPT_Seyfert
+# SUB_GROUP: C3
+# SNR_HA: 62.89093780517578
+# SNR_HB: 14.820486068725586
+# SNR_OIII: 75.10657501220703
+# SNR_NII: 41.796234130859375
+# SNR_MGII: 0.7470231056213379
+# BPT_ORIGINAL: 207871322793
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39633072651501928.csv b/data/Task5_SpecType/spectra/spectrum_39633072651501928.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0bf51ac18452262b5ca924e84c3e70614a6c3dad
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39633072651501928.csv
@@ -0,0 +1,7798 @@
+# TARGETID: 39633072651501928
+# SURVEY: main
+# PROGRAM: bright
+# RA: 211.15888099508837
+# DEC: 39.83253677197145
+# REDSHIFT: 0.14597503249856125
+# CLASS_LABEL: BPT_LINER
+# SUB_GROUP: C4
+# SNR_HA: 29.52048110961914
+# SNR_HB: 5.701471328735352
+# SNR_OIII: 11.452255249023438
+# SNR_NII: 22.990737915039062
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 345308735089
+# DER_SNR: 9.27
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39633090720564553.csv b/data/Task5_SpecType/spectra/spectrum_39633090720564553.csv
new file mode 100644
index 0000000000000000000000000000000000000000..038f1afc215e9173e9d7762dee4601b5d9f04d7c
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39633090720564553.csv
@@ -0,0 +1,7798 @@
+# TARGETID: 39633090720564553
+# SURVEY: main
+# PROGRAM: dark
+# RA: 178.8110132483418
+# DEC: 40.64952307431031
+# REDSHIFT: 1.166012200399314
+# 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: 39.59886169433594
+# BPT_ORIGINAL: 343597645824
+# DER_SNR: 5.71
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39633094600294429.csv b/data/Task5_SpecType/spectra/spectrum_39633094600294429.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c60a901fff3bf075e85207e8bfa401bea3f0658a
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39633094600294429.csv
@@ -0,0 +1,7798 @@
+# TARGETID: 39633094600294429
+# SURVEY: main
+# PROGRAM: dark
+# RA: 123.5242150841342
+# DEC: 40.96420183652866
+# REDSHIFT: 1.967920066846507
+# 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: 26.854623794555664
+# BPT_ORIGINAL: 262144
+# DER_SNR: 5.41
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39633136568501937.csv b/data/Task5_SpecType/spectra/spectrum_39633136568501937.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c2e339b1130ea0bfabb6b2ddff8299ffe1b3eac
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39633136568501937.csv
@@ -0,0 +1,7797 @@
+# TARGETID: 39633136568501937
+# SURVEY: sv3
+# PROGRAM: bright
+# RA: 246.51533897068313
+# DEC: 43.31192370414422
+# REDSHIFT: 0.1308524041545401
+# CLASS_LABEL: BPT_Seyfert
+# SUB_GROUP: C3
+# SNR_HA: 28.95136260986328
+# SNR_HB: 5.146737098693848
+# SNR_OIII: 29.811065673828125
+# SNR_NII: 14.077628135681152
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 345310276265
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39633140834111507.csv b/data/Task5_SpecType/spectra/spectrum_39633140834111507.csv
new file mode 100644
index 0000000000000000000000000000000000000000..de09d869bf36f5bf8e54a67b593846934e679770
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39633140834111507.csv
@@ -0,0 +1,7797 @@
+# TARGETID: 39633140834111507
+# SURVEY: sv3
+# PROGRAM: bright
+# RA: 235.6259125564543
+# DEC: 43.610064320988144
+# REDSHIFT: 0.2646308029385068
+# CLASS_LABEL: BPT_LINER
+# SUB_GROUP: C4
+# SNR_HA: 55.57257461547851
+# SNR_HB: 7.570375919342041
+# SNR_OIII: 12.635053634643556
+# SNR_NII: 66.07334899902344
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 348538840689
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39633162191504781.csv b/data/Task5_SpecType/spectra/spectrum_39633162191504781.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e6e5b7457f3769fdaa61e8088df27dea0f29902f
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39633162191504781.csv
@@ -0,0 +1,7798 @@
+# TARGETID: 39633162191504781
+# SURVEY: main
+# PROGRAM: bright
+# RA: 203.99590714878397
+# DEC: 44.71625726004144
+# REDSHIFT: 0.15851122590215658
+# CLASS_LABEL: BPT_Composite
+# SUB_GROUP: C2
+# SNR_HA: 28.49660873413086
+# SNR_HB: 9.399650573730469
+# SNR_OIII: 5.308062553405762
+# SNR_NII: 20.661819458007812
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 346393454181
+# DER_SNR: 6.50
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39633174954772047.csv b/data/Task5_SpecType/spectra/spectrum_39633174954772047.csv
new file mode 100644
index 0000000000000000000000000000000000000000..579e132ef484883327df97629f53e9479eca5d45
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39633174954772047.csv
@@ -0,0 +1,7798 @@
+# TARGETID: 39633174954772047
+# SURVEY: main
+# PROGRAM: dark
+# RA: 198.64445583193918
+# DEC: 45.446073420999454
+# REDSHIFT: 1.4374624918932029
+# 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: 26.687944412231445
+# BPT_ORIGINAL: 206158692352
+# DER_SNR: 5.59
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39633236044809165.csv b/data/Task5_SpecType/spectra/spectrum_39633236044809165.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c5f63f288826ee61585554575f9bf851cd9420a4
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39633236044809165.csv
@@ -0,0 +1,7797 @@
+# TARGETID: 39633236044809165
+# SURVEY: main
+# PROGRAM: bright
+# RA: 158.37449049775765
+# DEC: 49.317509195603
+# REDSHIFT: 0.0439783735698315
+# CLASS_LABEL: BPT_LINER
+# SUB_GROUP: C4
+# SNR_HA: 37.554649353027344
+# SNR_HB: 6.012089252471924
+# SNR_OIII: 15.002638816833496
+# SNR_NII: 58.46921920776367
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 1716138801
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39633244349533541.csv b/data/Task5_SpecType/spectra/spectrum_39633244349533541.csv
new file mode 100644
index 0000000000000000000000000000000000000000..484cc5008f60a0335c3ce688567f6fb34e626fdc
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39633244349533541.csv
@@ -0,0 +1,7797 @@
+# TARGETID: 39633244349533541
+# SURVEY: main
+# PROGRAM: bright
+# RA: 198.01693290691543
+# DEC: 49.66831873294406
+# REDSHIFT: 0.2299304466210532
+# CLASS_LABEL: Broad-Line_AGN
+# SUB_GROUP: D
+# SNR_HA: 53.50910568237305
+# SNR_HB: 8.172472953796387
+# SNR_OIII: 70.60916137695312
+# SNR_NII: 53.72382736206055
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 345310276265
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39633252146743739.csv b/data/Task5_SpecType/spectra/spectrum_39633252146743739.csv
new file mode 100644
index 0000000000000000000000000000000000000000..93fd9a2cfd24b96043f3ac01b5949278eda687d7
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39633252146743739.csv
@@ -0,0 +1,7797 @@
+# TARGETID: 39633252146743739
+# SURVEY: main
+# PROGRAM: bright
+# RA: 198.160105359724
+# DEC: 50.25638205321048
+# REDSHIFT: 0.2806954796338267
+# CLASS_LABEL: BPT_SF
+# SUB_GROUP: C1
+# SNR_HA: 86.2393569946289
+# SNR_HB: 19.10416603088379
+# SNR_OIII: 24.970678329467773
+# SNR_NII: 14.434678077697754
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 346460546659
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39633282412841722.csv b/data/Task5_SpecType/spectra/spectrum_39633282412841722.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4c8ce1ec8146ffcc9517e8de8f5ea0b7b27904bd
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39633282412841722.csv
@@ -0,0 +1,7797 @@
+# TARGETID: 39633282412841722
+# SURVEY: main
+# PROGRAM: bright
+# RA: 190.4500729929445
+# DEC: 52.16006066714553
+# REDSHIFT: 0.2295127925849536
+# CLASS_LABEL: BPT_SF
+# SUB_GROUP: C1
+# SNR_HA: 47.73345184326172
+# SNR_HB: 9.59062671661377
+# SNR_OIII: 10.620529174804688
+# SNR_NII: 10.327591896057127
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 346458449507
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39633296941910107.csv b/data/Task5_SpecType/spectra/spectrum_39633296941910107.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bc124ee69c0763f3122f828bf02b6c854b81e244
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39633296941910107.csv
@@ -0,0 +1,7798 @@
+# TARGETID: 39633296941910107
+# SURVEY: sv2
+# PROGRAM: dark
+# RA: 174.86536684608842
+# DEC: 53.36661312787242
+# REDSHIFT: 1.4324946664447604
+# 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: 7.999185562133789
+# BPT_ORIGINAL: 343597645824
+# DER_SNR: None
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39633296983851163.csv b/data/Task5_SpecType/spectra/spectrum_39633296983851163.csv
new file mode 100644
index 0000000000000000000000000000000000000000..efd7712a453cb80ed83483b32fa385439c1eefaa
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39633296983851163.csv
@@ -0,0 +1,7798 @@
+# TARGETID: 39633296983851163
+# SURVEY: sv2
+# PROGRAM: dark
+# RA: 178.78030713305185
+# DEC: 53.20380057478914
+# REDSHIFT: 1.686668431258169
+# 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: 28.461328506469727
+# BPT_ORIGINAL: 343597645824
+# DER_SNR: 10.46
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39633297264870526.csv b/data/Task5_SpecType/spectra/spectrum_39633297264870526.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0fc21f9eee118a11af6aeb32dd6df946abe448b0
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39633297264870526.csv
@@ -0,0 +1,7797 @@
+# TARGETID: 39633297264870526
+# SURVEY: main
+# PROGRAM: bright
+# RA: 206.76614296276892
+# DEC: 53.194696477350945
+# REDSHIFT: 0.0640396969583348
+# CLASS_LABEL: BPT_Seyfert
+# SUB_GROUP: C3
+# SNR_HA: 36.59358596801758
+# SNR_HB: 7.276652812957764
+# SNR_OIII: 42.85749816894531
+# SNR_NII: 41.15367126464844
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 345310309033
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39633303430500811.csv b/data/Task5_SpecType/spectra/spectrum_39633303430500811.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6d0089839e0a6ff1140345918102901bf773e24e
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39633303430500811.csv
@@ -0,0 +1,7798 @@
+# TARGETID: 39633303430500811
+# SURVEY: main
+# PROGRAM: dark
+# RA: 101.7316125586813
+# DEC: 53.78711147701565
+# REDSHIFT: 1.3503506702532793
+# 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: 14.066841125488281
+# BPT_ORIGINAL: 343597645824
+# DER_SNR: None
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39633303761848946.csv b/data/Task5_SpecType/spectra/spectrum_39633303761848946.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d1c073b270a8529be03d8dde65ccc02f69c6c642
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39633303761848946.csv
@@ -0,0 +1,7797 @@
+# TARGETID: 39633303761848946
+# SURVEY: main
+# PROGRAM: bright
+# RA: 134.85836276024318
+# DEC: 53.722316803138845
+# REDSHIFT: 0.2738023741682838
+# CLASS_LABEL: BPT_Seyfert
+# SUB_GROUP: C3
+# SNR_HA: 89.66738891601562
+# SNR_HB: 15.98043441772461
+# SNR_OIII: 39.11360931396485
+# SNR_NII: 60.86871337890625
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 345326003817
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39633318987170762.csv b/data/Task5_SpecType/spectra/spectrum_39633318987170762.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f9c4389d5435e62d89b4857d7bde54e04844aabc
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39633318987170762.csv
@@ -0,0 +1,7797 @@
+# TARGETID: 39633318987170762
+# SURVEY: sv3
+# PROGRAM: bright
+# RA: 241.83017569650215
+# DEC: 54.860268416854694
+# REDSHIFT: 0.1203065988217915
+# CLASS_LABEL: BPT_Seyfert
+# SUB_GROUP: C3
+# SNR_HA: 51.579437255859375
+# SNR_HB: 16.451021194458008
+# SNR_OIII: 57.400394439697266
+# SNR_NII: 29.743579864501953
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 234781960873
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39633335672111314.csv b/data/Task5_SpecType/spectra/spectrum_39633335672111314.csv
new file mode 100644
index 0000000000000000000000000000000000000000..89a9a28a69daf57475cc541f0c809808d696f64b
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39633335672111314.csv
@@ -0,0 +1,7798 @@
+# TARGETID: 39633335672111314
+# SURVEY: main
+# PROGRAM: bright
+# RA: 185.36785948814287
+# DEC: 55.898238210336544
+# REDSHIFT: 0.15003111585472131
+# CLASS_LABEL: Low-Z_Weak
+# SUB_GROUP: B
+# SNR_HA: 0.0
+# SNR_HB: 0.0
+# SNR_OIII: 0.0
+# SNR_NII: 0.874688982963562
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 343597645824
+# DER_SNR: 7.55
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39633342106175887.csv b/data/Task5_SpecType/spectra/spectrum_39633342106175887.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cdfb82184bec38b5ec14430ad2bd2a183f491bbc
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39633342106175887.csv
@@ -0,0 +1,7797 @@
+# TARGETID: 39633342106175887
+# SURVEY: main
+# PROGRAM: bright
+# RA: 152.79819182736068
+# DEC: 56.53237918755825
+# REDSHIFT: 0.2879201460819835
+# CLASS_LABEL: Low-Z_Weak
+# SUB_GROUP: B
+# SNR_HA: 0.0
+# SNR_HB: 0.0
+# SNR_OIII: 0.8934006690979004
+# SNR_NII: 0.0
+# SNR_MGII: 1.4444719552993774
+# BPT_ORIGINAL: 262144
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39633352378025361.csv b/data/Task5_SpecType/spectra/spectrum_39633352378025361.csv
new file mode 100644
index 0000000000000000000000000000000000000000..27955b0ebc93507586c7b6836c9871f080f3611d
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39633352378025361.csv
@@ -0,0 +1,7797 @@
+# TARGETID: 39633352378025361
+# SURVEY: main
+# PROGRAM: bright
+# RA: 187.54145602555343
+# DEC: 57.25022274302992
+# REDSHIFT: 0.2771750197211309
+# CLASS_LABEL: BPT_Seyfert
+# SUB_GROUP: C3
+# SNR_HA: 35.38676834106445
+# SNR_HB: 8.389070510864258
+# SNR_OIII: 42.27777862548828
+# SNR_NII: 46.04082107543945
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 345310276265
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39633381771707058.csv b/data/Task5_SpecType/spectra/spectrum_39633381771707058.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e87d26ff8c25b6ff611ae85dbf47eb89b7767be2
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39633381771707058.csv
@@ -0,0 +1,7798 @@
+# TARGETID: 39633381771707058
+# SURVEY: main
+# PROGRAM: dark
+# RA: 276.2077327419833
+# DEC: 59.52791935252507
+# REDSHIFT: 1.6716325474880216
+# 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: 14.670123100280762
+# BPT_ORIGINAL: 343597645824
+# DER_SNR: None
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39633449048344125.csv b/data/Task5_SpecType/spectra/spectrum_39633449048344125.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d2162423c8b20daeadb60994354b1c89bcc5fb3c
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39633449048344125.csv
@@ -0,0 +1,7797 @@
+# TARGETID: 39633449048344125
+# SURVEY: main
+# PROGRAM: bright
+# RA: 296.1926129331068
+# DEC: 65.50659212909406
+# REDSHIFT: 0.170709891825031
+# CLASS_LABEL: BPT_SF
+# SUB_GROUP: C1
+# SNR_HA: 40.74203109741211
+# SNR_HB: 7.497847557067871
+# SNR_OIII: 6.572593688964844
+# SNR_NII: 16.196699142456055
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 346449536611
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39633457546003075.csv b/data/Task5_SpecType/spectra/spectrum_39633457546003075.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f263979e09332e20ce6680badb816d96da5249c6
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39633457546003075.csv
@@ -0,0 +1,7797 @@
+# TARGETID: 39633457546003075
+# SURVEY: main
+# PROGRAM: bright
+# RA: 92.8662327562311
+# DEC: 66.42428676053761
+# REDSHIFT: 0.2070567008349255
+# CLASS_LABEL: Broad-Line_AGN
+# SUB_GROUP: D
+# SNR_HA: 37.354949951171875
+# SNR_HB: 7.0576958656311035
+# SNR_OIII: 45.129615783691406
+# SNR_NII: 16.060863494873047
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 207869730985
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39633469512352717.csv b/data/Task5_SpecType/spectra/spectrum_39633469512352717.csv
new file mode 100644
index 0000000000000000000000000000000000000000..debdcbef8a17613494c9f56b22ae8545d4cc2580
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39633469512352717.csv
@@ -0,0 +1,7797 @@
+# TARGETID: 39633469512352717
+# SURVEY: main
+# PROGRAM: bright
+# RA: 112.71409133866166
+# DEC: 67.76717074428247
+# REDSHIFT: 0.3366285719629933
+# CLASS_LABEL: BPT_Composite
+# SUB_GROUP: C2
+# SNR_HA: 87.37745666503906
+# SNR_HB: 14.719842910766602
+# SNR_OIII: 18.245298385620117
+# SNR_NII: 52.556182861328125
+# SNR_MGII: 0.5196782350540161
+# BPT_ORIGINAL: 4941456997
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39633480979580185.csv b/data/Task5_SpecType/spectra/spectrum_39633480979580185.csv
new file mode 100644
index 0000000000000000000000000000000000000000..73f1ec95001b2a0982df5fb0d5b6eff468dfca73
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39633480979580185.csv
@@ -0,0 +1,7797 @@
+# TARGETID: 39633480979580185
+# SURVEY: main
+# PROGRAM: bright
+# RA: 149.74795116131762
+# DEC: 68.92099761505725
+# REDSHIFT: 0.276447987120798
+# CLASS_LABEL: BPT_LINER
+# SUB_GROUP: C4
+# SNR_HA: 45.399906158447266
+# SNR_HB: 5.069217205047607
+# SNR_OIII: 6.789050579071045
+# SNR_NII: 38.30682373046875
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 348538840689
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39633535149016107.csv b/data/Task5_SpecType/spectra/spectrum_39633535149016107.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b7f2c086a13a8e3c2be3ff056fca84a23ca197b
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39633535149016107.csv
@@ -0,0 +1,7797 @@
+# TARGETID: 39633535149016107
+# SURVEY: main
+# PROGRAM: bright
+# RA: 141.1209924871399
+# DEC: 76.56891340337542
+# REDSHIFT: 0.0555197062638161
+# CLASS_LABEL: BPT_Composite
+# SUB_GROUP: C2
+# SNR_HA: 164.8767547607422
+# SNR_HB: 45.26728820800781
+# SNR_OIII: 63.96429061889648
+# SNR_NII: 85.1407241821289
+# SNR_MGII: 0.0
+# BPT_ORIGINAL: 346592667237
+
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diff --git a/data/Task5_SpecType/spectra/spectrum_39633562860784367.csv b/data/Task5_SpecType/spectra/spectrum_39633562860784367.csv
new file mode 100644
index 0000000000000000000000000000000000000000..366ae0766aa5634bd1520d64fbd6e7c0e6a2c9ba
--- /dev/null
+++ b/data/Task5_SpecType/spectra/spectrum_39633562860784367.csv
@@ -0,0 +1,7797 @@
+# TARGETID: 39633562860784367
+# SURVEY: sv1
+# PROGRAM: bright
+# RA: 156.4316408679882
+# DEC: 82.76169636459458
+# REDSHIFT: 0.308321095469358
+# CLASS_LABEL: BPT_LINER
+# SUB_GROUP: C4
+# SNR_HA: 51.42747116088867
+# SNR_HB: 5.745930194854736
+# SNR_OIII: 12.670599937438965
+# SNR_NII: 53.81736373901367
+# SNR_MGII: 0.1401371955871582
+# BPT_ORIGINAL: 345313424177
+
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