Clips similarities

Python

import numpy as np
from plotly.subplots import make_subplots
import pandas as pd
import torch

from prompt_playground.actionclip import (
    VARIATION_NAMES,
    images_features_df,
    _FEATURES_COLUMNS_INDEXES,
)

Created a temporary directory at /var/folders/yc/slfs2kzs1d72wd8b20xw0nf80000gn/T/tmp1es24dcn
Writing /var/folders/yc/slfs2kzs1d72wd8b20xw0nf80000gn/T/tmp1es24dcn/_remote_module_non_scriptable.py

Python

variation = VARIATION_NAMES[1]
clips_df = (
    images_features_df(variation)
    .reset_index()
    .sort_values(["Alarm", "id_sequence"])
    .set_index("id_sequence", drop=True)
)
alarms_series = clips_df["Alarm"]

Python

def get_images_features() -> torch.Tensor:
    features = torch.from_numpy(
        clips_df[_FEATURES_COLUMNS_INDEXES].to_numpy(dtype=np.float32)
    )
    features /= features.norm(dim=-1, keepdim=True)

    return features

Python

images_features = get_images_features()
similarities = images_features @ images_features.T

# Set diagonal to something small to avoid top K
similarities.fill_diagonal_(-0.1)
similarities

tensor([[-0.1000,  0.9897,  0.9809,  ...,  0.7032,  0.6770,  0.5521],
        [ 0.9897, -0.1000,  0.9882,  ...,  0.7000,  0.6821,  0.5736],
        [ 0.9809,  0.9882, -0.1000,  ...,  0.7173,  0.7023,  0.5979],
        ...,
        [ 0.7032,  0.7000,  0.7173,  ..., -0.1000,  0.9555,  0.7777],
        [ 0.6770,  0.6821,  0.7023,  ...,  0.9555, -0.1000,  0.8568],
        [ 0.5521,  0.5736,  0.5979,  ...,  0.7777,  0.8568, -0.1000]])

Python

df = pd.DataFrame(similarities.numpy(), columns=clips_df.index, index=clips_df.index)
df["y_true"] = alarms_series[df.index]
df = (
    df.reset_index()
    .sort_values(["y_true", "id_sequence"])
    .set_index("id_sequence", drop=True)
)
df.head()

id_sequence id_sequence	SZTEA101a_00_00_42.mov	SZTEA101a_00_04_47.mov	SZTEA101a_00_17_01.mov	SZTEA101a_00_29_31.mov	SZTEA101b_00_04_56.mov	SZTEA102a_00_00_48.mov	SZTEA103a_00_02_24.mov	SZTEA103a_00_17_34.mov	SZTEA103a_00_30_38.mov	SZTEA103a_00_35_20.mov	SZTEA104a_00_00_00.mov	SZTEA105a_00_02_09.mov	SZTEA105a_00_12_30.mov	SZTEA201a_00_00_16.mov	SZTEA201a_00_06_51.mov	SZTEA201a_00_22_50.mov	SZTEA201b_00_06_10.mov	SZTEA201b_00_40_43.mov	SZTEA202a_00_04_31.mov	SZTEA202a_00_24_52.mov	SZTEA203a_00_04_39.mov	SZTEA204a_01_26_20.mov	SZTEN101a_00_00_56.mov	SZTEN101a_00_04_35.mov	SZTEN101a_00_07_17.mov	SZTEN101a_00_08_14.mov	SZTEN101b_00_00_16.mov	SZTEN101b_00_01_00.mov	SZTEN101b_00_12_50.mov	SZTEN101b_00_19_00.mov	SZTEN101b_00_22_29.mov	SZTEN101b_00_25_21.mov	SZTEN101c_00_00_03.mov	SZTEN101c_00_01_27.mov	SZTEN101c_00_04_18.mov	SZTEN101c_00_07_26.mov	SZTEN101c_00_10_35.mov	SZTEN101c_00_13_06.mov	SZTEN101c_00_15_37.mov	SZTEN101c_00_16_54.mov	SZTEN101c_00_18_38.mov	SZTEN101c_00_20_43.mov	SZTEN101d_00_01_13.mov	SZTEN101d_00_03_50.mov	SZTEN101d_00_05_46.mov	SZTEN101d_00_08_43.mov	SZTEN101d_00_09_31.mov	SZTEN101d_00_10_51.mov	SZTEN101d_00_12_27.mov	SZTEN101d_00_16_23.mov	SZTEN101d_00_24_23.mov	SZTEN101d_00_26_46.mov	SZTEN102a_00_00_00.mov	SZTEN102a_00_04_44.mov	SZTEN102a_00_06_55.mov	SZTEN102a_00_08_29.mov	SZTEN102a_00_14_18.mov	SZTEN102a_00_19_35.mov	SZTEN102a_00_20_58.mov	SZTEN102a_00_24_51.mov	SZTEN102a_00_27_24.mov	SZTEN102a_00_28_52.mov	SZTEN102a_00_32_46.mov	SZTEN102a_00_34_11.mov	SZTEN102a_00_36_42.mov	SZTEN102a_00_41_16.mov	SZTEN102b_00_01_28.mov	SZTEN102b_00_11_05.mov	SZTEN102b_00_14_55.mov	SZTEN102b_00_17_15.mov	SZTEN102b_00_19_26.mov	SZTEN102b_00_24_25.mov	SZTEN102c_00_01_52.mov	SZTEN102c_00_06_05.mov	SZTEN102c_00_12_50.mov	SZTEN102c_00_14_20.mov	SZTEN102c_00_21_55.mov	SZTEN102c_00_24_29.mov	SZTEN102d_00_05_42.mov	SZTEN102d_00_12_09.mov	SZTEN102d_00_13_13.mov	SZTEN103a_00_01_42.mov	SZTEN103a_00_12_08.mov	SZTEN103a_00_16_13.mov	SZTEN103a_00_26_32.mov	SZTEN103a_00_29_26.mov	SZTEN103b_00_02_45.mov	SZTEN103b_00_03_56.mov	SZTEN103b_00_07_41.mov	SZTEN103b_00_15_28.mov	SZTEN103b_00_16_53.mov	SZTEN103b_00_19_07.mov	SZTEN103b_00_25_25.mov	SZTEN201a_00_01_49.mov	SZTEN201a_00_05_28.mov	SZTEN201a_00_06_46.mov	SZTEN201a_00_09_24.mov	SZTEN201a_00_11_48.mov	SZTEN201b_00_02_15.mov	SZTEN201b_00_06_49.mov	SZTEN201b_00_10_14.mov	SZTEN201b_00_12_30.mov	SZTEN201b_00_18_03.mov	SZTEN201b_00_22_32.mov	SZTEN201b_00_24_46.mov	SZTEN201c_00_01_12.mov	SZTEN201c_00_11_25.mov	SZTEN201c_00_13_25.mov	SZTEN201c_00_14_41.mov	SZTEN201c_00_21_02.mov	SZTEN201c_00_25_40.mov	SZTEN201d_00_00_35.mov	SZTEN201d_00_02_31.mov	SZTEN201d_00_05_33.mov	SZTEN201d_00_08_20.mov	SZTEN201d_00_18_29.mov	SZTEN201d_00_23_52.mov	SZTEN201e_00_02_48.mov	SZTEN201e_00_05_23.mov	SZTEN201e_00_06_58.mov	SZTEN201e_00_10_39.mov	SZTEN202a_00_00_23.mov	SZTEN202a_00_03_14.mov	SZTEN202a_00_04_01.mov	SZTEN202a_00_06_14.mov	SZTEN202a_00_10_10.mov	SZTEN202a_00_13_45.mov	SZTEN202a_00_15_24.mov	SZTEN202a_00_18_45.mov	SZTEN202a_00_22_37.mov	SZTEN202a_00_28_49.mov	SZTEN202a_00_35_36.mov	SZTEN202a_00_37_41.mov	SZTEN202a_00_40_25.mov	SZTEN202b_00_05_53.mov	SZTEN202b_00_09_53.mov	SZTEN202b_00_16_43.mov	SZTEN202b_00_19_11.mov	SZTEN202b_00_22_47.mov	SZTEN202b_00_25_06.mov	SZTEN202b_00_27_33.mov	SZTEN202c_00_00_31.mov	SZTEN202c_00_03_41.mov	SZTEN202c_00_04_36.mov	SZTEN202c_00_05_29.mov	SZTEN202c_00_15_18.mov	SZTEN202c_00_16_47.mov	SZTEN202d_00_07_28.mov	SZTEN202d_00_10_10.mov	SZTEN202d_00_10_34.mov	SZTEN202d_00_16_52.mov	SZTEN202d_00_19_50.mov	SZTEN203a_00_00_10.mov	SZTEN203a_00_03_33.mov	SZTEN203a_00_17_39.mov	SZTEN203a_00_25_49.mov	SZTEN203a_00_31_05.mov	SZTEN203a_00_35_51.mov	SZTRA101a01_00_01_22.mov	SZTRA101a01_00_03_32.mov	SZTRA101a01_00_04_31.mov	SZTRA101a01_00_07_55.mov	SZTRA101a02_00_01_04.mov	SZTRA101a04_00_02_05.mov	SZTRA101a11_00_01_45.mov	SZTRA101a15_00_01_59.mov	SZTRA101a17_00_02_19.mov	SZTRA101a19_00_01_09.mov	SZTRA101a24_00_00_32.mov	SZTRA101a26_00_00_09.mov	SZTRA101a31_00_02_45.mov	SZTRA102a01_00_01_23.mov	SZTRA102a01_00_02_15.mov	SZTRA102a01_00_02_40.mov	SZTRA102a01_00_02_55.mov	SZTRA102a02_00_00_02.mov	SZTRA102a04_00_01_36.mov	SZTRA102a07_00_00_58.mov	SZTRA102b01_00_00_50.mov	SZTRA102b01_00_02_10.mov	SZTRA102b01_00_03_35.mov	SZTRA102b02_00_01_58.mov	SZTRA102b08_00_01_54.mov	SZTRA102b12_00_01_14.mov	SZTRA103a01_00_01_33.mov	SZTRA103a04_00_01_33.mov	SZTRA103a08_00_01_48.mov	SZTRA103a09_00_01_46.mov	SZTRA103a12_00_01_16.mov	SZTRA103a13_00_01_33.mov	SZTRA103a16_00_01_25.mov	SZTRA103b01_00_00_07.mov	SZTRA103b01_00_00_47.mov	SZTRA103b03_00_02_22.mov	SZTRA103b05_00_00_30.mov	SZTRA103b05_00_03_14.mov	SZTRA103b08_00_01_05.mov	SZTRA103b09_00_01_28.mov	SZTRA103b10_00_01_19.mov	SZTRA103b10_00_01_20.mov	SZTRA103b10_00_02_03.mov	SZTRA103b11_00_02_51.mov	SZTRA103b13_00_01_33.mov	SZTRA103b15_00_01_29.mov	SZTRA103b15_00_02_00.mov	SZTRA103b16_00_01_52.mov	SZTRA104a01_00_01_48.mov	SZTRA104a01_00_04_18.mov	SZTRA104a01_00_07_16.mov	SZTRA104a04_00_01_23.mov	SZTRA104a06_00_02_09.mov	SZTRA104a07_00_01_32.mov	SZTRA104a10_00_02_00.mov	SZTRA104a11_00_02_03.mov	SZTRA104a12_00_01_39.mov	SZTRA104a14_00_01_21.mov	SZTRA104b01_00_00_31.mov	SZTRA104b01_00_01_10.mov	SZTRA104b01_00_06_12.mov	SZTRA104b02_00_00_08.mov	SZTRA104b02_00_00_24.mov	SZTRA104b04_00_02_13.mov	SZTRA104b06_00_01_09.mov	SZTRA104b07_00_01_24.mov	SZTRA104b07_00_01_33.mov	SZTRA104b10_00_00_20.mov	SZTRA104b10_00_00_40.mov	SZTRA201a01_00_01_06.mov	SZTRA201a01_00_02_43.mov	SZTRA201a01_00_05_13.mov	SZTRA201a01_00_06_19.mov	SZTRA201a01_00_07_21.mov	SZTRA201a02_00_00_06.mov	SZTRA201a04_00_01_46.mov	SZTRA201a05_00_01_59.mov	SZTRA201a07_00_02_02.mov	SZTRA201a10_00_01_22.mov	SZTRA201a13_00_01_38.mov	SZTRA201a14_00_02_47.mov	SZTRA201a17_00_01_48.mov	SZTRA201a20_00_01_38.mov	SZTRA201a28_00_00_03.mov	SZTRA201a29_00_00_06.mov	SZTRA201a31_00_02_23.mov	SZTRA202a01_00_00_42.mov	SZTRA202a01_00_02_17.mov	SZTRA202a01_00_04_02.mov	SZTRA202a03_00_01_56.mov	SZTRA202a04_00_01_22.mov	SZTRA202a06_00_00_30.mov	SZTRA202a06_00_02_55.mov	SZTRA202a08_00_02_46.mov	SZTRA202b01_00_01_09.mov	SZTRA202b01_00_03_26.mov	SZTRA202b02_00_01_33.mov	SZTRA202b04_00_01_21.mov	SZTRA202b05_00_01_10.mov	SZTRA202b09_00_01_55.mov	SZTRA202b11_00_01_18.mov	SZTRA203a01_00_00_03.mov	SZTRA203a01_00_03_16.mov	SZTRA203a03_00_02_10.mov	SZTRA203a06_00_01_26.mov	SZTRA203a07_00_01_57.mov	SZTRA203a08_00_01_42.mov	SZTRA203a09_00_01_19.mov	SZTRA203a10_00_01_22.mov	SZTRA203a16_00_01_27.mov	SZTRA203b01_00_00_21.mov	SZTRA203b01_00_02_33.mov	SZTRA203b02_00_01_57.mov	SZTRA203b02_00_02_12.mov	SZTRA203b03_00_02_38.mov	SZTRA203b05_00_00_43.mov	SZTRA203b06_00_01_27.mov	SZTRA203b08_00_01_06.mov	SZTRA203b10_00_01_48.mov	SZTRA203b11_00_02_44.mov	SZTRA203b13_00_01_28.mov	SZTRA203b13_00_02_23.mov	SZTRA203b14_00_01_48.mov	SZTRA203b15_00_01_40.mov	SZTRA203b15_00_01_56.mov	SZTRA203b16_00_01_15.mov	SZTRA204a02_00_01_53.mov	SZTRA204a06_00_02_31.mov	SZTRA204a07_00_01_37.mov	SZTRA204a10_00_01_34.mov	SZTRA204a12_00_01_34.mov	SZTRA204a13_00_01_39.mov	SZTRA204a14_00_01_38.mov	SZTRA204a15_00_01_05.mov	SZTRA204a15_00_01_29.mov	SZTRN101a_00_00_30.mov	SZTRN101a_00_04_14.mov	SZTRN101a_00_05_14.mov	SZTRN101a_00_06_28.mov	SZTRN101a_00_10_36.mov	SZTRN101a_00_11_10.mov	SZTRN101b_00_00_15.mov	SZTRN101b_00_04_55.mov	SZTRN101b_00_09_51.mov	SZTRN101b_00_12_36.mov	SZTRN101b_00_15_56.mov	SZTRN101b_00_22_01.mov	SZTRN101b_00_22_39.mov	SZTRN101b_00_25_11.mov	SZTRN101c_00_00_48.mov	SZTRN101c_00_09_22.mov	SZTRN101c_00_11_11.mov	SZTRN101c_00_14_24.mov	SZTRN101c_00_14_40.mov	SZTRN101c_00_17_22.mov	SZTRN101c_00_20_26.mov	SZTRN101c_00_22_00.mov	SZTRN101c_00_26_16.mov	SZTRN101d_00_01_42.mov	SZTRN101d_00_07_31.mov	SZTRN101d_00_10_25.mov	SZTRN101d_00_11_28.mov	SZTRN101d_00_12_27.mov	SZTRN101d_00_13_58.mov	SZTRN101d_00_16_59.mov	SZTRN101d_00_25_31.mov	SZTRN102a_00_03_50.mov	SZTRN102a_00_11_27.mov	SZTRN102a_00_15_39.mov	SZTRN102a_00_22_21.mov	SZTRN102a_00_26_20.mov	SZTRN102a_00_31_56.mov	SZTRN102a_00_36_20.mov	SZTRN102b_00_00_10.mov	SZTRN102b_00_01_34.mov	SZTRN102b_00_04_18.mov	SZTRN102b_00_09_35.mov	SZTRN102b_00_11_38.mov	SZTRN102b_00_13_37.mov	SZTRN102b_00_15_33.mov	SZTRN102b_00_25_18.mov	SZTRN102b_00_27_31.mov	SZTRN102c_00_07_53.mov	SZTRN102c_00_13_04.mov	SZTRN102c_00_15_41.mov	SZTRN102c_00_23_10.mov	SZTRN102c_00_24_35.mov	SZTRN102c_00_25_40.mov	SZTRN102c_00_27_03.mov	SZTRN102d_00_01_45.mov	SZTRN102d_00_12_42.mov	SZTRN103a_00_00_59.mov	SZTRN103a_00_07_06.mov	SZTRN103a_00_09_40.mov	SZTRN103a_00_17_58.mov	SZTRN103a_00_19_59.mov	SZTRN103a_00_22_56.mov	SZTRN103a_00_26_55.mov	SZTRN103a_00_28_51.mov	SZTRN103a_00_34_13.mov	SZTRN103a_00_35_11.mov	SZTRN103b_00_02_08.mov	SZTRN103b_00_03_38.mov	SZTRN103b_00_04_32.mov	SZTRN103b_00_10_42.mov	SZTRN103b_00_20_12.mov	SZTRN103b_00_22_50.mov	SZTRN201a_00_04_07.mov	SZTRN201a_00_05_01.mov	SZTRN201a_00_07_31.mov	SZTRN201a_00_11_57.mov	SZTRN201b_00_04_55.mov	SZTRN201b_00_06_34.mov	SZTRN201b_00_09_23.mov	SZTRN201b_00_14_19.mov	SZTRN201b_00_22_08.mov	SZTRN201b_00_25_57.mov	SZTRN201c_00_02_06.mov	SZTRN201c_00_03_50.mov	SZTRN201c_00_06_03.mov	SZTRN201c_00_12_25.mov	SZTRN201c_00_15_09.mov	SZTRN201c_00_18_33.mov	SZTRN201c_00_19_47.mov	SZTRN201d_00_02_19.mov	SZTRN201d_00_05_04.mov	SZTRN201d_00_06_32.mov	SZTRN201d_00_07_33.mov	SZTRN201d_00_08_28.mov	SZTRN201d_00_16_02.mov	SZTRN201d_00_17_50.mov	SZTRN201d_00_26_19.mov	SZTRN201e_00_00_59.mov	SZTRN201e_00_02_26.mov	SZTRN201e_00_04_57.mov	SZTRN201e_00_06_06.mov	SZTRN201e_00_08_07.mov	SZTRN201e_00_12_47.mov	SZTRN202a_00_01_02.mov	SZTRN202a_00_02_52.mov	SZTRN202a_00_11_12.mov	SZTRN202a_00_11_46.mov	SZTRN202a_00_14_58.mov	SZTRN202a_00_18_05.mov	SZTRN202a_00_24_30.mov	SZTRN202a_00_27_11.mov	SZTRN202b_00_00_09.mov	SZTRN202b_00_04_27.mov	SZTRN202b_00_05_15.mov	SZTRN202b_00_10_27.mov	SZTRN202b_00_14_30.mov	SZTRN202b_00_16_07.mov	SZTRN202b_00_17_33.mov	SZTRN202b_00_18_57.mov	SZTRN202b_00_23_27.mov	SZTRN202c_00_01_55.mov	SZTRN202c_00_03_05.mov	SZTRN202c_00_04_17.mov	SZTRN202c_00_15_00.mov	SZTRN202c_00_19_03.mov	SZTRN202c_00_26_02.mov	SZTRN202d_00_03_05.mov	SZTRN202d_00_03_35.mov	SZTRN202d_00_08_18.mov	SZTRN202d_00_09_52.mov	SZTRN202d_00_11_17.mov	SZTRN202d_00_12_32.mov	SZTRN203a_00_00_45.mov	SZTRN203a_00_10_40.mov	SZTEA101a_00_05_37.mov	SZTEA101a_00_08_58.mov	SZTEA101a_00_12_12.mov	SZTEA101a_00_15_14.mov	SZTEA101a_00_18_41.mov	SZTEA101a_00_21_32.mov	SZTEA101a_00_24_44.mov	SZTEA101a_00_27_58.mov	SZTEA101a_00_31_14.mov	SZTEA101a_00_35_51.mov	SZTEA101b_00_07_45.mov	SZTEA101b_00_10_40.mov	SZTEA101b_00_13_56.mov	SZTEA101b_00_16_17.mov	SZTEA101b_00_18_50.mov	SZTEA101b_00_21_12.mov	SZTEA101b_00_24_02.mov	SZTEA101b_00_26_51.mov	SZTEA101b_00_29_16.mov	SZTEA101b_00_32_26.mov	SZTEA101b_00_35_29.mov	SZTEA101b_00_38_29.mov	SZTEA101b_00_41_47.mov	SZTEA101b_00_45_54.mov	SZTEA101b_00_48_48.mov	SZTEA102a_00_05_01.mov	SZTEA102a_00_08_01.mov	SZTEA102a_00_11_15.mov	SZTEA102a_00_13_50.mov	SZTEA102a_00_16_09.mov	SZTEA102a_00_18_56.mov	SZTEA102a_00_21_18.mov	SZTEA102a_00_23_50.mov	SZTEA102a_00_26_22.mov	SZTEA102a_00_29_46.mov	SZTEA102a_00_31_58.mov	SZTEA102a_00_34_05.mov	SZTEA102a_00_36_18.mov	SZTEA102b_00_05_08.mov	SZTEA102b_00_07_50.mov	SZTEA102b_00_10_36.mov	SZTEA102b_00_13_10.mov	SZTEA102b_00_15_22.mov	SZTEA102b_00_17_48.mov	SZTEA102b_00_20_09.mov	SZTEA102b_00_22_49.mov	SZTEA102b_00_25_33.mov	SZTEA102b_00_28_27.mov	SZTEA102b_00_30_44.mov	SZTEA102b_00_32_57.mov	SZTEA102b_00_35_28.mov	SZTEA102b_00_37_59.mov	SZTEA102b_00_40_37.mov	SZTEA102b_00_43_05.mov	SZTEA102b_00_45_14.mov	SZTEA103a_00_06_17.mov	SZTEA103a_00_08_46.mov	SZTEA103a_00_11_21.mov	SZTEA103a_00_13_38.mov	SZTEA103a_00_16_19.mov	SZTEA103a_00_18_38.mov	SZTEA103a_00_21_23.mov	SZTEA103a_00_23_55.mov	SZTEA103a_00_26_10.mov	SZTEA103a_00_28_50.mov	SZTEA103a_00_31_50.mov	SZTEA103a_00_34_09.mov	SZTEA103a_00_36_41.mov	SZTEA103a_00_39_36.mov	SZTEA103a_00_42_09.mov	SZTEA103a_00_44_25.mov	SZTEA103a_00_46_44.mov	SZTEA104a_00_07_11.mov	SZTEA104a_00_09_51.mov	SZTEA104a_00_12_51.mov	SZTEA104a_00_15_58.mov	SZTEA104a_00_18_52.mov	SZTEA104a_00_21_34.mov	SZTEA104a_00_25_05.mov	SZTEA104a_00_28_38.mov	SZTEA104a_00_30_59.mov	SZTEA104a_00_33_20.mov	SZTEA104a_00_35_33.mov	SZTEA104a_00_38_04.mov	SZTEA104a_00_41_08.mov	SZTEA104a_00_43_42.mov	SZTEA104a_00_47_00.mov	SZTEA104a_00_49_38.mov	SZTEA104a_00_52_17.mov	SZTEA104a_00_54_49.mov	SZTEA104a_00_57_37.mov	SZTEA104a_01_00_46.mov	SZTEA104a_01_03_28.mov	SZTEA104a_01_06_12.mov	SZTEA104a_01_09_31.mov	SZTEA104a_01_13_07.mov	SZTEA104a_01_16_14.mov	SZTEA104a_01_19_26.mov	SZTEA104a_01_22_06.mov	SZTEA104a_01_24_54.mov	SZTEA104a_01_27_12.mov	SZTEA104a_01_29_50.mov	SZTEA104a_01_31_51.mov	SZTEA105a_00_10_37.mov	SZTEA105a_00_13_40.mov	SZTEA105a_00_16_24.mov	SZTEA105a_00_18_56.mov	SZTEA105a_00_21_25.mov	SZTEA105a_00_23_55.mov	SZTEA105a_00_26_32.mov	SZTEA105a_00_29_03.mov	SZTEA105a_00_32_03.mov	SZTEA105a_00_35_05.mov	SZTEA201a_00_05_35.mov	SZTEA201a_00_08_58.mov	SZTEA201a_00_12_13.mov	SZTEA201a_00_15_15.mov	SZTEA201a_00_18_41.mov	SZTEA201a_00_21_32.mov	SZTEA201a_00_24_44.mov	SZTEA201a_00_27_58.mov	SZTEA201a_00_31_29.mov	SZTEA201a_00_35_52.mov	SZTEA201b_00_07_45.mov	SZTEA201b_00_10_53.mov	SZTEA201b_00_13_56.mov	SZTEA201b_00_16_17.mov	SZTEA201b_00_18_49.mov	SZTEA201b_00_21_13.mov	SZTEA201b_00_24_00.mov	SZTEA201b_00_26_50.mov	SZTEA201b_00_29_06.mov	SZTEA201b_00_32_27.mov	SZTEA201b_00_35_31.mov	SZTEA201b_00_38_30.mov	SZTEA201b_00_41_49.mov	SZTEA201b_00_45_50.mov	SZTEA201b_00_48_48.mov	SZTEA202a_00_05_01.mov	SZTEA202a_00_08_00.mov	SZTEA202a_00_11_16.mov	SZTEA202a_00_13_50.mov	SZTEA202a_00_16_06.mov	SZTEA202a_00_18_58.mov	SZTEA202a_00_21_12.mov	SZTEA202a_00_23_48.mov	SZTEA202a_00_26_21.mov	SZTEA202a_00_29_43.mov	SZTEA202a_00_31_57.mov	SZTEA202a_00_34_04.mov	SZTEA202a_00_36_15.mov	SZTEA202b_00_05_16.mov	SZTEA202b_00_08_07.mov	SZTEA202b_00_10_41.mov	SZTEA202b_00_13_14.mov	SZTEA202b_00_15_26.mov	SZTEA202b_00_17_52.mov	SZTEA202b_00_20_12.mov	SZTEA202b_00_22_54.mov	SZTEA202b_00_25_38.mov	SZTEA202b_00_28_32.mov	SZTEA202b_00_30_49.mov	SZTEA202b_00_33_01.mov	SZTEA202b_00_35_30.mov	SZTEA202b_00_38_08.mov	SZTEA202b_00_40_44.mov	SZTEA202b_00_43_09.mov	SZTEA202b_00_45_20.mov	SZTEA203a_00_06_14.mov	SZTEA203a_00_08_42.mov	SZTEA203a_00_11_18.mov	SZTEA203a_00_13_34.mov	SZTEA203a_00_16_15.mov	SZTEA203a_00_18_33.mov	SZTEA203a_00_21_25.mov	SZTEA203a_00_23_52.mov	SZTEA203a_00_26_06.mov	SZTEA203a_00_28_48.mov	SZTEA203a_00_31_43.mov	SZTEA203a_00_34_03.mov	SZTEA203a_00_36_37.mov	SZTEA203a_00_39_42.mov	SZTEA203a_00_42_05.mov	SZTEA203a_00_44_22.mov	SZTEA203a_00_46_41.mov	SZTEA204a_00_07_06.mov	SZTEA204a_00_09_45.mov	SZTEA204a_00_12_54.mov	SZTEA204a_00_15_54.mov	SZTEA204a_00_18_41.mov	SZTEA204a_00_21_29.mov	SZTEA204a_00_25_07.mov	SZTEA204a_00_28_33.mov	SZTEA204a_00_30_54.mov	SZTEA204a_00_33_15.mov	SZTEA204a_00_35_29.mov	SZTEA204a_00_37_57.mov	SZTEA204a_00_41_01.mov	SZTEA204a_00_43_28.mov	SZTEA204a_00_46_53.mov	SZTEA204a_00_49_35.mov	SZTEA204a_00_52_12.mov	SZTEA204a_00_54_48.mov	SZTEA204a_00_57_37.mov	SZTEA204a_01_00_41.mov	SZTEA204a_01_03_22.mov	SZTEA204a_01_06_08.mov	SZTEA204a_01_09_28.mov	SZTEA204a_01_13_00.mov	SZTEA204a_01_16_10.mov	SZTEA204a_01_19_21.mov	SZTEA204a_01_21_56.mov	SZTEA204a_01_24_45.mov	SZTEA204a_01_27_06.mov	SZTEA204a_01_29_45.mov	SZTEA204a_01_31_46.mov	SZTRA101a01_00_08_50.mov	SZTRA101a02_00_01_38.mov	SZTRA101a03_00_01_25.mov	SZTRA101a04_00_00_18.mov	SZTRA101a05_00_00_07.mov	SZTRA101a06_00_00_03.mov	SZTRA101a07_00_00_19.mov	SZTRA101a08_00_00_04.mov	SZTRA101a09_00_00_01.mov	SZTRA101a10_00_00_15.mov	SZTRA101a11_00_00_16.mov	SZTRA101a12_00_00_21.mov	SZTRA101a13_00_00_25.mov	SZTRA101a14_00_00_09.mov	SZTRA101a15_00_00_15.mov	SZTRA101a16_00_00_20.mov	SZTRA101a17_00_00_10.mov	SZTRA101a18_00_00_12.mov	SZTRA101a19_00_00_06.mov	SZTRA101a20_00_00_03.mov	SZTRA101a21_00_00_06.mov	SZTRA101a22_00_01_11.mov	SZTRA101a23_00_01_10.mov	SZTRA101a24_00_01_14.mov	SZTRA101a25_00_01_14.mov	SZTRA101a26_00_01_18.mov	SZTRA101a27_00_00_34.mov	SZTRA101a28_00_00_58.mov	SZTRA101a29_00_01_13.mov	SZTRA101a30_00_00_54.mov	SZTRA101a31_00_01_17.mov	SZTRA102a01_00_05_36.mov	SZTRA102a02_00_01_50.mov	SZTRA102a03_00_00_11.mov	SZTRA102a04_00_00_09.mov	SZTRA102a05_00_00_20.mov	SZTRA102a06_00_00_54.mov	SZTRA102a07_00_00_02.mov	SZTRA102a08_00_00_17.mov	SZTRA102a09_00_00_09.mov	SZTRA102a10_00_00_12.mov	SZTRA102b01_00_04_58.mov	SZTRA102b02_00_00_17.mov	SZTRA102b03_00_00_14.mov	SZTRA102b04_00_00_22.mov	SZTRA102b05_00_00_06.mov	SZTRA102b06_00_00_02.mov	SZTRA102b07_00_00_49.mov	SZTRA102b08_00_00_07.mov	SZTRA102b09_00_00_06.mov	SZTRA102b10_00_00_09.mov	SZTRA102b11_00_00_12.mov	SZTRA102b12_00_00_11.mov	SZTRA102b13_00_00_20.mov	SZTRA103a01_00_05_19.mov	SZTRA103a02_00_00_07.mov	SZTRA103a03_00_00_12.mov	SZTRA103a04_00_00_03.mov	SZTRA103a05_00_00_07.mov	SZTRA103a06_00_00_04.mov	SZTRA103a07_00_00_11.mov	SZTRA103a08_00_00_04.mov	SZTRA103a09_00_00_15.mov	SZTRA103a10_00_00_03.mov	SZTRA103a11_00_00_14.mov	SZTRA103a12_00_00_07.mov	SZTRA103a13_00_00_05.mov	SZTRA103a14_00_00_02.mov	SZTRA103a15_00_00_06.mov	SZTRA103a16_00_00_07.mov	SZTRA103a17_00_00_09.mov	SZTRA103b01_00_06_13.mov	SZTRA103b02_00_00_12.mov	SZTRA103b03_00_00_11.mov	SZTRA103b04_00_00_15.mov	SZTRA103b05_00_02_01.mov	SZTRA103b06_00_00_13.mov	SZTRA103b07_00_00_09.mov	SZTRA103b08_00_00_05.mov	SZTRA103b09_00_00_09.mov	SZTRA103b10_00_00_19.mov	SZTRA103b11_00_00_22.mov	SZTRA103b12_00_00_10.mov	SZTRA103b13_00_00_16.mov	SZTRA103b14_00_00_15.mov	SZTRA103b15_00_00_09.mov	SZTRA103b16_00_00_06.mov	SZTRA103b17_00_00_12.mov	SZTRA104a01_00_05_14.mov	SZTRA104a02_00_00_17.mov	SZTRA104a03_00_00_04.mov	SZTRA104a04_00_00_07.mov	SZTRA104a05_00_00_09.mov	SZTRA104a06_00_00_46.mov	SZTRA104a07_00_00_10.mov	SZTRA104a08_00_00_18.mov	SZTRA104a09_00_00_29.mov	SZTRA104a10_00_00_11.mov	SZTRA104a11_00_00_06.mov	SZTRA104a12_00_00_08.mov	SZTRA104a13_00_00_28.mov	SZTRA104a14_00_00_13.mov	SZTRA104a15_00_00_25.mov	SZTRA104b01_00_09_03.mov	SZTRA104b02_00_01_10.mov	SZTRA104b03_00_00_39.mov	SZTRA104b04_00_00_47.mov	SZTRA104b05_00_00_36.mov	SZTRA104b06_00_00_10.mov	SZTRA104b07_00_00_19.mov	SZTRA104b08_00_00_19.mov	SZTRA104b09_00_00_22.mov	SZTRA104b10_00_01_22.mov	SZTRA201a01_00_08_50.mov	SZTRA201a02_00_01_38.mov	SZTRA201a03_00_01_17.mov	SZTRA201a04_00_00_16.mov	SZTRA201a05_00_00_09.mov	SZTRA201a06_00_00_03.mov	SZTRA201a07_00_00_24.mov	SZTRA201a08_00_00_06.mov	SZTRA201a09_00_00_01.mov	SZTRA201a10_00_00_15.mov	SZTRA201a11_00_00_14.mov	SZTRA201a12_00_00_22.mov	SZTRA201a13_00_00_26.mov	SZTRA201a14_00_00_14.mov	SZTRA201a15_00_00_15.mov	SZTRA201a16_00_00_15.mov	SZTRA201a17_00_00_10.mov	SZTRA201a18_00_00_15.mov	SZTRA201a19_00_00_06.mov	SZTRA201a20_00_00_02.mov	SZTRA201a21_00_00_06.mov	SZTRA201a22_00_01_10.mov	SZTRA201a23_00_01_08.mov	SZTRA201a24_00_01_20.mov	SZTRA201a25_00_01_14.mov	SZTRA201a26_00_01_18.mov	SZTRA201a27_00_00_31.mov	SZTRA201a28_00_00_56.mov	SZTRA201a29_00_01_13.mov	SZTRA201a30_00_00_54.mov	SZTRA201a31_00_01_17.mov	SZTRA202a01_00_05_36.mov	SZTRA202a02_00_01_50.mov	SZTRA202a03_00_00_09.mov	SZTRA202a04_00_00_09.mov	SZTRA202a05_00_00_21.mov	SZTRA202a06_00_00_54.mov	SZTRA202a07_00_00_02.mov	SZTRA202a08_00_00_17.mov	SZTRA202a09_00_00_04.mov	SZTRA202a10_00_00_08.mov	SZTRA202b01_00_04_59.mov	SZTRA202b02_00_00_19.mov	SZTRA202b03_00_00_15.mov	SZTRA202b04_00_00_22.mov	SZTRA202b05_00_00_06.mov	SZTRA202b06_00_00_01.mov	SZTRA202b07_00_00_53.mov	SZTRA202b08_00_00_03.mov	SZTRA202b09_00_00_06.mov	SZTRA202b10_00_00_09.mov	SZTRA202b11_00_00_08.mov	SZTRA202b12_00_00_12.mov	SZTRA202b13_00_00_19.mov	SZTRA203a01_00_05_19.mov	SZTRA203a02_00_00_08.mov	SZTRA203a03_00_00_12.mov	SZTRA203a04_00_00_03.mov	SZTRA203a05_00_00_05.mov	SZTRA203a06_00_00_03.mov	SZTRA203a07_00_00_24.mov	SZTRA203a08_00_00_05.mov	SZTRA203a09_00_00_16.mov	SZTRA203a10_00_00_02.mov	SZTRA203a11_00_00_10.mov	SZTRA203a12_00_00_06.mov	SZTRA203a13_00_00_02.mov	SZTRA203a14_00_00_06.mov	SZTRA203a15_00_00_09.mov	SZTRA203a16_00_00_06.mov	SZTRA203a17_00_00_10.mov	SZTRA203b01_00_06_13.mov	SZTRA203b02_00_00_12.mov	SZTRA203b03_00_00_26.mov	SZTRA203b04_00_00_15.mov	SZTRA203b05_00_02_01.mov	SZTRA203b06_00_00_13.mov	SZTRA203b07_00_00_09.mov	SZTRA203b08_00_00_05.mov	SZTRA203b09_00_00_08.mov	SZTRA203b10_00_00_17.mov	SZTRA203b11_00_00_13.mov	SZTRA203b12_00_00_10.mov	SZTRA203b13_00_00_16.mov	SZTRA203b14_00_00_18.mov	SZTRA203b15_00_00_09.mov	SZTRA203b16_00_00_06.mov	SZTRA203b17_00_00_13.mov	SZTRA204a01_00_05_06.mov	SZTRA204a02_00_00_17.mov	SZTRA204a03_00_00_03.mov	SZTRA204a04_00_00_07.mov	SZTRA204a05_00_00_10.mov	SZTRA204a06_00_00_48.mov	SZTRA204a07_00_00_11.mov	SZTRA204a08_00_00_19.mov	SZTRA204a09_00_00_37.mov	SZTRA204a10_00_00_10.mov	SZTRA204a11_00_00_06.mov	SZTRA204a12_00_00_07.mov	SZTRA204a13_00_00_27.mov	SZTRA204a14_00_00_09.mov	SZTRA204a15_00_00_24.mov	y_true
SZTEA101a_00_00_42.mov	-0.1	0.989663	0.980882	0.79118	0.665063	0.660482	0.621129	0.605291	0.639863	0.64496	0.87092	0.750706	0.723073	0.681793	0.664945	0.646045	0.554011	0.643712	0.639916	0.617041	0.510363	0.738685	0.597917	0.593261	0.587566	0.617129	0.611457	0.598454	0.614478	0.62452	0.625573	0.602021	0.622615	0.605607	0.557142	0.544281	0.642795	0.639497	0.66209	0.666511	0.679787	0.711033	0.703451	0.691296	0.675883	0.632238	0.654973	0.653333	0.660309	0.614427	0.637565	0.606045	0.675266	0.609619	0.684507	0.686233	0.656391	0.628937	0.623639	0.632402	0.62838	0.655623	0.684657	0.689384	0.652763	0.705524	0.691046	0.655537	0.699594	0.704329	0.711549	0.690036	0.78085	0.795061	0.804058	0.789914	0.809437	0.82762	0.618355	0.647349	0.636463	0.907318	0.885873	0.880315	0.933176	0.912637	0.620251	0.622858	0.635735	0.617291	0.623034	0.659718	0.633982	0.50359	0.495094	0.483343	0.458328	0.47552	0.417855	0.409508	0.409943	0.420419	0.414306	0.403895	0.398641	0.529553	0.499993	0.503154	0.498473	0.491918	0.521035	0.631847	0.534	0.540914	0.526095	0.5023	0.497592	0.74242	0.751994	0.739297	0.743067	0.536314	0.545667	0.533362	0.538023	0.524872	0.5038	0.415167	0.530501	0.456875	0.507968	0.468457	0.466264	0.494843	0.581711	0.601738	0.648837	0.667165	0.713386	0.664612	0.549813	0.684633	0.698317	0.677487	0.651802	0.587319	0.645029	0.752205	0.740951	0.763014	0.783565	0.74378	0.750713	0.755552	0.74715	0.748819	0.763443	0.756308	0.899579	0.894329	0.903591	0.89249	0.903528	0.868059	0.903576	0.923454	0.910689	0.883693	0.903908	0.924785	0.914223	0.935496	0.936392	0.916067	0.938923	0.92036	0.876552	0.868984	0.670606	0.668915	0.675054	0.679248	0.675635	0.676713	0.618078	0.625551	0.62297	0.633578	0.623958	0.604772	0.605308	0.64161	0.637468	0.663556	0.678141	0.676692	0.650164	0.665314	0.665714	0.66034	0.653514	0.673791	0.661011	0.66734	0.680741	0.679506	0.646736	0.678054	0.683341	0.686261	0.676931	0.692518	0.760695	0.763053	0.751118	0.824865	0.727813	0.746657	0.721025	0.729138	0.751736	0.721955	0.731052	0.73182	0.734024	0.730007	0.731711	0.646851	0.653819	0.623655	0.704979	0.638307	0.67057	0.666911	0.671616	0.708869	0.628422	0.587322	0.691087	0.64172	0.526671	0.647781	0.601414	0.613444	0.690781	0.646043	0.674213	0.577821	0.655786	0.645815	0.588618	0.505372	0.581564	0.54722	0.554701	0.560907	0.582744	0.574905	0.531731	0.527153	0.519742	0.486312	0.514474	0.505266	0.546516	0.543801	0.547584	0.520432	0.478885	0.436169	0.424706	0.423351	0.454358	0.458101	0.410615	0.452934	0.454058	0.523152	0.49553	0.437779	0.518433	0.416674	0.41082	0.39848	0.544455	0.547412	0.515852	0.570209	0.624996	0.689632	0.726307	0.687526	0.663213	0.59635	0.592086	0.549301	0.574872	0.580772	0.591213	0.61978	0.613515	0.602506	0.614331	0.607859	0.639484	0.611393	0.599815	0.678992	0.719617	0.748228	0.733028	0.734924	0.759362	0.668891	0.764808	0.802009	0.529717	0.560183	0.607461	0.62583	0.562215	0.603708	0.557714	0.64421	0.651877	0.630509	0.618752	0.663102	0.661254	0.598645	0.629953	0.681794	0.68058	0.674442	0.664682	0.669782	0.666767	0.668703	0.674879	0.651302	0.710523	0.698144	0.704259	0.707768	0.719804	0.701757	0.714546	0.650036	0.629517	0.85279	0.891467	0.929248	0.914989	0.920604	0.921343	0.920166	0.900831	0.904913	0.895665	0.648562	0.661977	0.634559	0.649338	0.62855	0.664772	0.509415	0.491945	0.476166	0.485889	0.392979	0.384558	0.359879	0.387519	0.400987	0.415709	0.54086	0.520667	0.553859	0.631564	0.712174	0.710223	0.733236	0.692842	0.683867	0.629984	0.695164	0.644516	0.572983	0.620249	0.573693	0.731251	0.712454	0.768288	0.727197	0.734815	0.759552	0.452668	0.438999	0.449325	0.459323	0.461961	0.471962	0.437986	0.484248	0.564647	0.578548	0.540673	0.590509	0.576223	0.562858	0.573647	0.577419	0.535632	0.689129	0.681836	0.710172	0.644473	0.682284	0.6449	0.75918	0.743908	0.758448	0.775368	0.781928	0.76565	0.742555	0.757235	0.72049	0.691786	0.924202	0.862463	0.784989	0.817819	0.743124	0.666398	0.663732	0.554792	0.577833	0.608312	0.613981	0.574094	0.567421	0.610896	0.480449	0.531558	0.511548	0.556317	0.643805	0.710796	0.75701	0.70408	0.721497	0.613902	0.590479	0.596176	0.618172	0.566051	0.649845	0.549565	0.521876	0.601228	0.542587	0.607767	0.598878	0.466405	0.603599	0.591442	0.597813	0.523785	0.542939	0.440502	0.47304	0.540846	0.572513	0.605753	0.604099	0.54127	0.604709	0.61485	0.620612	0.558006	0.567426	0.557476	0.528746	0.611732	0.551222	0.507153	0.509584	0.528454	0.520355	0.507553	0.605023	0.58209	0.593881	0.537206	0.618896	0.565434	0.640657	0.606522	0.812342	0.796882	0.883243	0.887629	0.856884	0.818159	0.90659	0.8431	0.802978	0.890495	0.897593	0.701414	0.591072	0.699968	0.607706	0.886108	0.786347	0.866128	0.883651	0.890044	0.858953	0.883848	0.903322	0.857321	0.838703	0.811979	0.817887	0.871442	0.868864	0.80854	0.683485	0.701132	0.707315	0.646039	0.643511	0.602533	0.573286	0.668761	0.646095	0.663984	0.577915	0.70144	0.501713	0.560108	0.54174	0.676298	0.520786	0.507146	0.562792	0.538408	0.404013	0.585919	0.556847	0.546996	0.612731	0.65445	0.52594	0.544491	0.517827	0.511005	0.443225	0.541061	0.543806	0.55441	0.731859	0.575779	0.599054	0.641678	0.49308	0.473269	0.647067	0.517529	0.638093	0.58545	0.50448	0.598322	0.428111	0.399046	0.571689	0.524848	0.481366	0.457569	0.466826	0.484682	0.430407	0.446847	0.424313	0.384572	0.505018	0.545551	0.530623	0.529789	0.606449	0.528672	0.619397	0.477082	0.556219	0.451516	0.472599	0.52924	0.476282	0.494097	0.422949	0.427993	0.518145	0.542711	0.57251	0.549876	0.483753	0.464449	0.567571	0.469016	0.432335	0.613462	0.666775	0.717967	0.658181	0.721673	0.671268	0.671569	0.609944	0.600066	0.736779	0.693252	0.718212	0.724109	0.692728	0.725028	0.565119	0.573719	0.576664	0.562811	0.610948	0.754236	0.622336	0.645623	0.734168	0.598459	0.57503	0.762253	0.755052	0.693311	0.576898	0.60806	0.848447	0.828533	0.813925	0.8669	0.897024	0.849141	0.910861	0.914151	0.937462	0.748458	0.849951	0.85644	0.897981	0.894949	0.830547	0.828806	0.831713	0.926618	0.900656	0.867198	0.878906	0.673739	0.609982	0.779338	0.794459	0.779862	0.710367	0.711205	0.864206	0.792612	0.733253	0.82073	0.761741	0.79866	0.786445	0.711436	0.797236	0.608259	0.776999	0.642257	0.663673	0.62846	0.653816	0.629794	0.612399	0.597724	0.554835	0.612867	0.577723	0.627458	0.641937	0.658698	0.663573	0.494121	0.556929	0.612771	0.610273	0.629668	0.421619	0.474212	0.564707	0.512383	0.485124	0.38716	0.591648	0.484563	0.525105	0.564057	0.590799	0.514501	0.52006	0.592785	0.597946	0.616315	0.671463	0.628862	0.616881	0.611112	0.594409	0.441682	0.463367	0.510893	0.450645	0.523524	0.623827	0.610768	0.57896	0.558831	0.614163	0.577256	0.553024	0.583563	0.607837	0.655041	0.642671	0.606479	0.681382	0.643714	0.735453	0.554215	0.521715	0.65301	0.694551	0.609892	0.633249	0.675748	0.68373	0.668541	0.625832	0.541645	0.583419	0.55364	0.485604	0.565046	0.617739	0.740735	0.679274	0.643208	0.588987	0.716924	0.694272	0.647846	0.518359	0.459957	0.57412	0.544057	0.515976	0.65634	0.648592	0.558282	0.540951	0.493537	0.510454	0.4688	0.54508	0.551153	0.378795	0.44928	0.346878	0.591486	0.602688	0.580741	0.390156	0.505316	0.576282	0.587715	0.663007	0.579587	0.499781	0.503081	0.504124	0.561428	0.494072	0.428965	0.4869	0.484645	0.456862	0.541985	0.559959	0.55195	0.517066	0.605483	0.537236	0.593903	0.544757	0.479888	0.500738	0.554097	0.547612	0.562628	0.595638	0.42187	0.482214	0.408945	0.500236	0.402344	0.510185	0.585561	0.570653	0.544013	0.448452	0.43108	0.508882	0.441697	0.435033	0.441442	0.417958	0.494431	0.440791	0.428088	0.440782	0.42662	0.492893	0.456653	0.467321	0.454573	0.411701	0.393216	0.343198	0.382717	0.354885	0.600715	0.575082	0.540901	0.518586	0.438852	0.435625	0.452835	0.515276	0.468725	0.537094	0.483673	0.613726	0.703207	0.67699	0.552102	False
SZTEA101a_00_04_47.mov	0.989663	-0.1	0.988197	0.783591	0.669792	0.656541	0.622225	0.610929	0.643212	0.648974	0.84936	0.743891	0.71508	0.681363	0.659162	0.634705	0.540021	0.637562	0.631028	0.612428	0.503165	0.736332	0.59745	0.590258	0.586763	0.621434	0.616197	0.605848	0.619987	0.630013	0.633348	0.61108	0.616161	0.592915	0.55159	0.536404	0.637615	0.633244	0.659487	0.664518	0.683635	0.70683	0.699487	0.686969	0.671543	0.62969	0.651436	0.651041	0.653042	0.612709	0.636244	0.60231	0.681605	0.621849	0.690616	0.691427	0.665947	0.640333	0.638722	0.643243	0.638543	0.66589	0.686363	0.69175	0.655276	0.701576	0.682013	0.638248	0.688373	0.694283	0.703091	0.679593	0.783325	0.797417	0.80836	0.794276	0.810764	0.831632	0.595878	0.608309	0.596029	0.888951	0.864457	0.860872	0.908132	0.89249	0.613849	0.61687	0.629609	0.605666	0.61861	0.652662	0.630162	0.49227	0.48551	0.479388	0.455955	0.470203	0.412832	0.408257	0.412563	0.42389	0.41457	0.399745	0.392526	0.511566	0.488196	0.490188	0.485049	0.475753	0.497318	0.608822	0.517763	0.521378	0.508346	0.490352	0.485006	0.730397	0.738958	0.724292	0.732728	0.53383	0.542062	0.532873	0.533564	0.520389	0.502897	0.405437	0.524561	0.456524	0.501513	0.453566	0.448255	0.482383	0.572478	0.590672	0.635187	0.646134	0.700725	0.650558	0.543575	0.671623	0.685913	0.665791	0.640204	0.576821	0.634488	0.750492	0.740619	0.758944	0.773178	0.739174	0.752306	0.75449	0.744598	0.742757	0.76182	0.752486	0.865655	0.86071	0.874099	0.861865	0.879282	0.840164	0.867727	0.888007	0.881547	0.855448	0.870849	0.899048	0.885531	0.920742	0.923433	0.900336	0.924433	0.896752	0.866871	0.867798	0.668441	0.665584	0.669901	0.676647	0.668615	0.670229	0.615864	0.621513	0.623049	0.628094	0.624791	0.605297	0.607589	0.651823	0.647306	0.67841	0.690527	0.681786	0.659555	0.674754	0.674893	0.667998	0.6607	0.683838	0.670253	0.676207	0.68859	0.688132	0.649526	0.677901	0.684998	0.687747	0.672495	0.682462	0.753242	0.75487	0.752858	0.804696	0.720991	0.743627	0.714229	0.723424	0.746988	0.716115	0.726464	0.725095	0.727251	0.721233	0.722652	0.652881	0.662011	0.633635	0.703578	0.643862	0.677001	0.670606	0.679085	0.715479	0.631368	0.593527	0.693161	0.647024	0.537828	0.652241	0.60166	0.61981	0.683219	0.639361	0.660725	0.575947	0.648116	0.636336	0.588275	0.517479	0.579841	0.545224	0.554102	0.560902	0.583299	0.564023	0.530708	0.513956	0.504106	0.474425	0.495216	0.491848	0.530107	0.531764	0.531881	0.507916	0.473628	0.431881	0.420178	0.418599	0.445837	0.458814	0.411304	0.451682	0.455847	0.516492	0.492198	0.444539	0.502121	0.413401	0.404667	0.401083	0.540103	0.54761	0.509542	0.563854	0.624251	0.695769	0.720745	0.690356	0.672385	0.60068	0.590443	0.550771	0.575952	0.585584	0.588236	0.625589	0.619034	0.613839	0.621591	0.616195	0.642829	0.619654	0.6084	0.677998	0.709755	0.737879	0.728792	0.730519	0.757536	0.677421	0.76893	0.799895	0.5014	0.534061	0.585084	0.606468	0.54056	0.594473	0.556974	0.63239	0.661026	0.638123	0.627521	0.669083	0.668316	0.611102	0.639626	0.667671	0.66907	0.665216	0.658766	0.660649	0.657024	0.663013	0.665407	0.645816	0.705139	0.694325	0.699641	0.698899	0.712417	0.695247	0.711282	0.649383	0.630256	0.843541	0.87773	0.913244	0.897396	0.902716	0.903054	0.905219	0.887656	0.89141	0.875796	0.640073	0.652595	0.627359	0.642392	0.622115	0.660822	0.505166	0.488377	0.472389	0.478572	0.386412	0.372845	0.353966	0.385004	0.398882	0.411805	0.521005	0.507099	0.536156	0.613133	0.695889	0.698156	0.728315	0.674444	0.667897	0.621189	0.68099	0.634013	0.573671	0.61502	0.568662	0.718391	0.699911	0.750655	0.71428	0.721744	0.744976	0.452618	0.442514	0.450235	0.464395	0.464651	0.471753	0.438661	0.478937	0.562053	0.572395	0.532647	0.582383	0.567253	0.555091	0.56486	0.571812	0.52915	0.6761	0.664547	0.692169	0.625542	0.659682	0.62592	0.758804	0.741847	0.751949	0.765961	0.773208	0.757792	0.742733	0.754352	0.724503	0.692444	0.930108	0.863323	0.784674	0.806037	0.733128	0.655869	0.663211	0.562597	0.581076	0.612574	0.621753	0.580368	0.565596	0.617125	0.475044	0.521318	0.503703	0.546572	0.633485	0.709669	0.764011	0.694367	0.706697	0.611463	0.590962	0.594371	0.618097	0.563188	0.648829	0.548138	0.517466	0.599005	0.543461	0.602191	0.597585	0.467988	0.602008	0.588703	0.599526	0.515152	0.539509	0.433204	0.46664	0.535326	0.568734	0.60343	0.605453	0.529867	0.607324	0.61288	0.618422	0.55236	0.567038	0.55785	0.532996	0.616145	0.552417	0.498341	0.50747	0.52442	0.517446	0.502918	0.601232	0.576411	0.592882	0.540877	0.620656	0.557471	0.638421	0.607177	0.786924	0.779992	0.858611	0.868028	0.841281	0.802104	0.879833	0.826091	0.7782	0.863197	0.877914	0.68612	0.580174	0.690321	0.591948	0.866649	0.770536	0.840051	0.862909	0.861833	0.847216	0.856879	0.8771	0.837761	0.81957	0.789054	0.79772	0.857839	0.846317	0.782246	0.677664	0.690826	0.700395	0.626196	0.63107	0.580142	0.561247	0.667488	0.634475	0.654708	0.580236	0.701733	0.5041	0.561426	0.543177	0.669826	0.508428	0.500257	0.564296	0.552613	0.420996	0.575644	0.542216	0.534032	0.599276	0.652138	0.514575	0.542128	0.511901	0.508332	0.440708	0.529238	0.544458	0.564388	0.738693	0.593255	0.597959	0.634657	0.490016	0.474011	0.646999	0.528365	0.635128	0.583488	0.512606	0.600076	0.435172	0.413161	0.582653	0.509689	0.471786	0.442358	0.456424	0.475428	0.42269	0.436418	0.409984	0.375218	0.499577	0.532612	0.523523	0.523838	0.59398	0.519566	0.603962	0.466269	0.56155	0.456304	0.471076	0.533178	0.469141	0.482897	0.41563	0.421509	0.503997	0.5307	0.562194	0.539566	0.47643	0.461455	0.546144	0.460233	0.420004	0.615557	0.67059	0.717631	0.66708	0.725465	0.681218	0.682372	0.612133	0.606305	0.727783	0.697845	0.721042	0.724753	0.699183	0.724156	0.565098	0.585011	0.57739	0.571099	0.611605	0.750601	0.631282	0.658741	0.734055	0.606134	0.582939	0.765517	0.757893	0.694528	0.580175	0.616462	0.824471	0.79988	0.78908	0.844066	0.882652	0.82668	0.891747	0.880133	0.912353	0.727937	0.819987	0.841823	0.871797	0.874629	0.801464	0.811932	0.802789	0.892439	0.876738	0.845777	0.85996	0.654975	0.588799	0.761362	0.767893	0.759093	0.68618	0.687408	0.839205	0.769425	0.722649	0.805665	0.751721	0.801453	0.776407	0.701526	0.788011	0.598334	0.776452	0.638082	0.676884	0.626665	0.652437	0.628582	0.610056	0.600821	0.549708	0.612612	0.575147	0.624321	0.637641	0.656717	0.664177	0.482597	0.552889	0.609829	0.604378	0.624403	0.413765	0.469655	0.559707	0.506307	0.475256	0.381233	0.585678	0.477571	0.518953	0.567474	0.592243	0.506128	0.522494	0.605073	0.617625	0.638135	0.684035	0.637201	0.629652	0.616462	0.598211	0.446418	0.473124	0.516048	0.457876	0.524244	0.631079	0.618679	0.583809	0.570295	0.616066	0.581644	0.553854	0.580981	0.611646	0.652697	0.63763	0.594108	0.674846	0.629256	0.735371	0.543196	0.512118	0.638794	0.692524	0.602118	0.621578	0.668586	0.677418	0.662389	0.605654	0.526974	0.565981	0.53353	0.473879	0.57701	0.621492	0.743058	0.684211	0.651694	0.605529	0.720992	0.709795	0.658252	0.523713	0.468394	0.581903	0.558166	0.529898	0.66919	0.655763	0.573977	0.558407	0.5035	0.521947	0.483558	0.553267	0.559329	0.391244	0.455628	0.355595	0.601332	0.612133	0.579948	0.400766	0.523004	0.571839	0.58656	0.656163	0.577114	0.499981	0.505694	0.501348	0.574499	0.511255	0.446337	0.495583	0.495922	0.469161	0.542387	0.564288	0.555916	0.530818	0.600184	0.537983	0.594614	0.555479	0.496897	0.507414	0.542089	0.531033	0.549046	0.582952	0.420096	0.468582	0.399268	0.476594	0.395228	0.49919	0.571585	0.555654	0.529789	0.456705	0.427468	0.497722	0.427283	0.437496	0.444367	0.423508	0.485632	0.439968	0.435708	0.443731	0.425883	0.490637	0.458762	0.464314	0.452024	0.398515	0.399863	0.343387	0.387232	0.359128	0.599159	0.57053	0.540267	0.506988	0.436498	0.433364	0.447638	0.512462	0.469415	0.529079	0.48794	0.611931	0.700037	0.682082	0.573565	False
SZTEA101a_00_17_01.mov	0.980882	0.988197	-0.1	0.787441	0.664681	0.65523	0.624212	0.610148	0.64187	0.648108	0.850094	0.738227	0.711168	0.693585	0.674666	0.656993	0.552078	0.667378	0.640662	0.623099	0.522736	0.76242	0.601804	0.594684	0.589882	0.620799	0.619385	0.606016	0.622894	0.629955	0.635323	0.615395	0.616771	0.592712	0.544787	0.536136	0.626448	0.623066	0.647264	0.651535	0.670923	0.696039	0.692814	0.679972	0.66438	0.626489	0.647238	0.64712	0.649277	0.611577	0.632001	0.599204	0.684478	0.622018	0.691981	0.69472	0.666369	0.636127	0.636999	0.644355	0.632891	0.667246	0.684362	0.689283	0.657522	0.701079	0.677278	0.625373	0.681393	0.688534	0.695219	0.6749	0.779168	0.7934	0.802903	0.792226	0.807126	0.826565	0.611092	0.622417	0.60748	0.90162	0.875937	0.881996	0.91995	0.911362	0.617198	0.622464	0.631338	0.608691	0.620983	0.653012	0.632541	0.504215	0.504389	0.500898	0.476568	0.490001	0.434832	0.431331	0.433552	0.446419	0.438407	0.424991	0.41797	0.527373	0.511751	0.507166	0.504738	0.498437	0.513097	0.628003	0.541057	0.540398	0.528042	0.511902	0.502811	0.734376	0.743467	0.729261	0.738273	0.54954	0.558316	0.548043	0.550325	0.537024	0.521916	0.422733	0.544076	0.47255	0.516692	0.469481	0.462924	0.499096	0.581993	0.601707	0.639198	0.653782	0.702727	0.653147	0.555318	0.686778	0.700682	0.679599	0.655456	0.592161	0.654992	0.776512	0.765737	0.781293	0.790981	0.749292	0.776625	0.780315	0.771346	0.765802	0.786035	0.776175	0.870642	0.866633	0.880666	0.870704	0.887589	0.848516	0.874231	0.891282	0.883892	0.863117	0.874433	0.905038	0.888471	0.920138	0.918962	0.897204	0.920616	0.889821	0.875031	0.880949	0.662161	0.65935	0.667145	0.671986	0.663551	0.665048	0.619288	0.62631	0.626899	0.628655	0.624733	0.607639	0.612381	0.646596	0.64315	0.679526	0.68582	0.685539	0.658792	0.67459	0.668551	0.663116	0.655401	0.685511	0.662322	0.668339	0.683147	0.683332	0.639548	0.673803	0.680547	0.68199	0.668421	0.681736	0.742686	0.751085	0.778439	0.822624	0.713146	0.736709	0.708111	0.715424	0.738382	0.707824	0.718915	0.719544	0.721111	0.717203	0.717311	0.684511	0.693368	0.66936	0.732508	0.675525	0.707096	0.700172	0.707986	0.738686	0.656002	0.622058	0.719942	0.677342	0.569856	0.680723	0.622181	0.647713	0.691015	0.650551	0.666401	0.593906	0.66072	0.664076	0.621776	0.558296	0.594573	0.562191	0.57017	0.577499	0.599354	0.581824	0.548821	0.527057	0.517745	0.492172	0.507673	0.51028	0.541518	0.543219	0.543847	0.522612	0.492036	0.451444	0.437927	0.437766	0.461264	0.47901	0.428309	0.472139	0.474413	0.530279	0.507358	0.464365	0.516381	0.430874	0.422969	0.419076	0.558339	0.570404	0.527195	0.587391	0.654368	0.722931	0.74464	0.72113	0.706115	0.60515	0.595477	0.555635	0.580151	0.588071	0.59118	0.623703	0.618708	0.61221	0.623598	0.618067	0.637183	0.614923	0.608666	0.661903	0.695212	0.725988	0.722104	0.727603	0.754188	0.672867	0.80207	0.828168	0.513259	0.539556	0.596863	0.621505	0.55408	0.612665	0.574093	0.639409	0.656185	0.632964	0.616107	0.661179	0.670541	0.612262	0.63615	0.666195	0.666161	0.66332	0.658266	0.658044	0.655895	0.658948	0.660319	0.645008	0.699326	0.691286	0.693668	0.695968	0.709394	0.691177	0.705579	0.65382	0.638541	0.863534	0.889508	0.924514	0.909799	0.915859	0.919055	0.917882	0.903072	0.904199	0.889242	0.642861	0.653856	0.632637	0.642763	0.625698	0.659261	0.524636	0.510227	0.494239	0.495058	0.414271	0.399729	0.379149	0.406653	0.417757	0.43328	0.534852	0.524917	0.551563	0.635617	0.725076	0.731905	0.759651	0.688952	0.680581	0.633448	0.685154	0.644755	0.584939	0.623744	0.579356	0.720621	0.70514	0.759092	0.720975	0.723861	0.747244	0.477373	0.466589	0.471984	0.487968	0.484347	0.485847	0.455702	0.500283	0.571535	0.581237	0.544539	0.590802	0.577359	0.565245	0.575546	0.581559	0.543063	0.687328	0.680998	0.702435	0.646037	0.678124	0.648477	0.782217	0.767784	0.775899	0.786228	0.792651	0.779653	0.767524	0.776349	0.736216	0.687684	0.928227	0.864169	0.796813	0.817547	0.743652	0.658851	0.649861	0.555622	0.567768	0.604766	0.609813	0.572278	0.557981	0.604314	0.471999	0.520465	0.49935	0.533887	0.624433	0.702968	0.772349	0.70929	0.716673	0.605168	0.584583	0.581238	0.604249	0.555924	0.636208	0.543954	0.5143	0.596596	0.536261	0.593071	0.593013	0.491192	0.593006	0.586859	0.589432	0.524426	0.542697	0.443005	0.474351	0.537933	0.565099	0.599342	0.598584	0.529759	0.597588	0.604287	0.604811	0.545625	0.56923	0.552175	0.528992	0.602729	0.541626	0.496138	0.50647	0.521287	0.515062	0.498831	0.596187	0.572034	0.586481	0.531016	0.600674	0.556114	0.62725	0.599576	0.785044	0.773394	0.865429	0.862312	0.83505	0.796251	0.876708	0.822137	0.773961	0.865734	0.879138	0.692453	0.58714	0.697601	0.60411	0.863101	0.759766	0.831932	0.862998	0.864551	0.844851	0.857863	0.877513	0.833103	0.820372	0.784921	0.798227	0.852014	0.841183	0.779002	0.679263	0.688111	0.694156	0.629519	0.625443	0.589625	0.569132	0.662331	0.626601	0.649424	0.574845	0.713341	0.504128	0.566221	0.543586	0.686786	0.518343	0.518772	0.581655	0.567066	0.446712	0.579902	0.552521	0.546849	0.608768	0.664243	0.532489	0.557557	0.534458	0.530575	0.458326	0.537429	0.568861	0.577941	0.748386	0.609966	0.60645	0.641684	0.5	0.481193	0.661278	0.538205	0.647482	0.596342	0.521409	0.614514	0.450851	0.429982	0.5877	0.517988	0.491558	0.452017	0.475762	0.492726	0.442477	0.453491	0.428162	0.401826	0.513433	0.538813	0.5435	0.544101	0.603449	0.532823	0.610598	0.482782	0.577853	0.477155	0.493134	0.550117	0.48536	0.495359	0.429432	0.443188	0.513009	0.540925	0.577455	0.554312	0.487515	0.482022	0.560531	0.480934	0.436416	0.637619	0.688773	0.735851	0.688889	0.749746	0.694478	0.701628	0.627107	0.63324	0.756132	0.719147	0.747478	0.750089	0.729698	0.753632	0.587405	0.603432	0.599508	0.587168	0.62718	0.774892	0.656098	0.678168	0.758623	0.624257	0.599603	0.782679	0.777211	0.728147	0.601872	0.636183	0.821568	0.793486	0.797661	0.851928	0.888081	0.81233	0.887703	0.878091	0.911198	0.728963	0.820096	0.854624	0.87742	0.877426	0.808653	0.811539	0.796337	0.893311	0.878216	0.842679	0.86348	0.660373	0.595153	0.759968	0.769746	0.763647	0.682356	0.690474	0.840949	0.772186	0.728523	0.795683	0.737322	0.797229	0.76226	0.702542	0.787007	0.609837	0.782074	0.629999	0.666894	0.61614	0.641597	0.623392	0.605297	0.59169	0.548622	0.603069	0.566759	0.618541	0.630806	0.645952	0.653972	0.487403	0.543958	0.601018	0.597813	0.617391	0.429677	0.479225	0.559555	0.499052	0.474245	0.386279	0.580173	0.486531	0.516273	0.564927	0.584507	0.510356	0.528683	0.5977	0.607568	0.623391	0.672202	0.626179	0.621174	0.609433	0.593776	0.446624	0.468611	0.510971	0.458998	0.523509	0.61578	0.606333	0.582321	0.569063	0.610144	0.571687	0.555314	0.576617	0.60229	0.642061	0.629582	0.590481	0.66413	0.625245	0.723306	0.547879	0.528854	0.647714	0.706332	0.598065	0.610193	0.664544	0.670645	0.653805	0.610145	0.533739	0.568356	0.541522	0.486374	0.588225	0.632768	0.765427	0.709517	0.673264	0.617045	0.730953	0.723145	0.675917	0.540868	0.487869	0.607003	0.581856	0.555041	0.685651	0.683177	0.592938	0.584103	0.533356	0.553282	0.512246	0.581682	0.586506	0.41708	0.480639	0.388992	0.620881	0.633421	0.597444	0.424802	0.548388	0.568319	0.584799	0.660541	0.567255	0.501772	0.518282	0.510071	0.597088	0.550202	0.471246	0.508086	0.506473	0.490049	0.558542	0.577286	0.575408	0.540074	0.618665	0.552706	0.609811	0.572213	0.515045	0.5262	0.545867	0.534111	0.553152	0.583667	0.440147	0.482728	0.425738	0.482073	0.421069	0.509562	0.574767	0.563844	0.538872	0.47797	0.448744	0.516898	0.444283	0.456264	0.460262	0.44145	0.49356	0.457338	0.452831	0.462023	0.445653	0.506699	0.479159	0.482545	0.468881	0.417743	0.419496	0.362914	0.406775	0.375585	0.607043	0.568826	0.556502	0.513771	0.454044	0.452336	0.469638	0.521067	0.482068	0.548556	0.513424	0.633908	0.717321	0.702253	0.597934	False
SZTEA101a_00_29_31.mov	0.79118	0.783591	0.787441	-0.1	0.847232	0.853062	0.819392	0.804903	0.844542	0.846167	0.796583	0.830975	0.817324	0.575886	0.570343	0.57569	0.690457	0.662267	0.642049	0.609909	0.622397	0.584545	0.777111	0.738603	0.755919	0.805091	0.807895	0.790897	0.798947	0.81298	0.807483	0.79222	0.847828	0.807575	0.792225	0.784878	0.823886	0.84703	0.873854	0.881668	0.875562	0.896446	0.905453	0.915558	0.907433	0.863229	0.875959	0.889168	0.897484	0.866699	0.878443	0.868981	0.848367	0.725492	0.847865	0.845645	0.838572	0.760253	0.748419	0.768504	0.775876	0.825413	0.826815	0.83555	0.822352	0.875373	0.893539	0.800276	0.888197	0.894782	0.898199	0.889163	0.833763	0.845903	0.853788	0.840073	0.864844	0.841102	0.808483	0.762573	0.740781	0.779706	0.799932	0.751395	0.783603	0.780742	0.835583	0.82722	0.844686	0.819814	0.822411	0.862478	0.840009	0.665002	0.642765	0.629533	0.57197	0.593753	0.537091	0.525894	0.527481	0.542447	0.531818	0.541631	0.529455	0.702968	0.629163	0.629193	0.615861	0.62894	0.659865	0.686209	0.640323	0.67055	0.637428	0.62717	0.645168	0.656363	0.646215	0.635437	0.655505	0.653068	0.674158	0.637989	0.673403	0.659859	0.633888	0.517407	0.594094	0.534711	0.62108	0.560749	0.542983	0.559967	0.722268	0.727812	0.786433	0.778494	0.787849	0.765493	0.707878	0.738498	0.739548	0.743169	0.750222	0.675003	0.736954	0.571793	0.564175	0.57231	0.59748	0.540605	0.569983	0.583138	0.560683	0.556512	0.577489	0.561624	0.785203	0.766884	0.769467	0.757721	0.740776	0.753788	0.765585	0.777346	0.769044	0.763036	0.803227	0.737937	0.790893	0.787949	0.825828	0.820556	0.840954	0.862467	0.882814	0.922745	0.862618	0.854991	0.856517	0.839411	0.842511	0.845275	0.85693	0.850136	0.857438	0.87396	0.849026	0.84051	0.831917	0.833477	0.835091	0.821046	0.832996	0.850899	0.840149	0.850623	0.839198	0.836093	0.826458	0.862175	0.826242	0.839723	0.839181	0.845653	0.841554	0.881206	0.871904	0.876087	0.86393	0.880705	0.871116	0.859937	0.756116	0.819307	0.812967	0.819568	0.829133	0.81935	0.824437	0.832287	0.826756	0.834177	0.830981	0.825025	0.828837	0.541431	0.520007	0.531053	0.545322	0.5384	0.52688	0.542053	0.526967	0.538863	0.570107	0.537117	0.555813	0.562808	0.536128	0.572134	0.579548	0.57463	0.59141	0.586504	0.599611	0.597785	0.598484	0.581403	0.522335	0.490285	0.60038	0.564129	0.562695	0.571929	0.579639	0.582889	0.55888	0.687472	0.684015	0.667995	0.690808	0.689148	0.710688	0.699833	0.700649	0.652002	0.603777	0.531675	0.528869	0.520681	0.566219	0.563254	0.540465	0.536352	0.558762	0.690858	0.620779	0.533646	0.688538	0.543647	0.531742	0.509794	0.634475	0.616387	0.580617	0.625711	0.576856	0.58426	0.542211	0.540788	0.535832	0.789334	0.775019	0.726029	0.746522	0.753748	0.759779	0.815634	0.8111	0.784961	0.796232	0.790547	0.833338	0.809254	0.804205	0.850655	0.880841	0.875295	0.819685	0.834656	0.813078	0.725691	0.724528	0.759343	0.580162	0.601206	0.551921	0.549599	0.529723	0.531689	0.516873	0.667908	0.832518	0.807611	0.790699	0.833661	0.832501	0.771758	0.79843	0.887702	0.886381	0.874975	0.869374	0.882798	0.887199	0.879826	0.88742	0.869035	0.839097	0.857637	0.86583	0.864447	0.870374	0.863446	0.862213	0.855889	0.795469	0.675722	0.722917	0.739652	0.766937	0.754709	0.748248	0.775633	0.763713	0.75842	0.76428	0.854409	0.854115	0.833966	0.79865	0.830261	0.856254	0.630704	0.610927	0.632689	0.632146	0.510774	0.48481	0.471804	0.507184	0.514692	0.534634	0.646988	0.628327	0.65071	0.703633	0.702018	0.680974	0.633193	0.685996	0.678991	0.677208	0.708741	0.701004	0.627964	0.691716	0.719254	0.650914	0.645003	0.640249	0.63229	0.663608	0.633319	0.560729	0.53368	0.535635	0.549681	0.54139	0.576389	0.55857	0.582675	0.670948	0.687826	0.648664	0.724264	0.70038	0.687955	0.708292	0.713398	0.671678	0.753168	0.740716	0.74575	0.721862	0.720187	0.724311	0.570203	0.557556	0.572333	0.585514	0.587248	0.577642	0.576349	0.583302	0.618421	0.598346	0.776264	0.714807	0.657079	0.71916	0.70562	0.726	0.771	0.702776	0.754324	0.772311	0.749503	0.726531	0.753549	0.747112	0.691277	0.720921	0.721625	0.711919	0.78277	0.778446	0.67903	0.601928	0.680323	0.783614	0.763757	0.743725	0.782854	0.745706	0.799186	0.736952	0.707708	0.778834	0.728191	0.786319	0.745625	0.638099	0.797351	0.80989	0.760255	0.726489	0.735347	0.657158	0.666264	0.740792	0.772594	0.785204	0.781489	0.754795	0.755871	0.801088	0.789694	0.761724	0.761333	0.742868	0.718177	0.774729	0.72557	0.71928	0.708423	0.741953	0.725518	0.717477	0.798507	0.802985	0.776642	0.704728	0.798934	0.775406	0.815422	0.782366	0.7319	0.670842	0.746231	0.727374	0.659186	0.699776	0.776045	0.754647	0.712067	0.749648	0.781771	0.695336	0.584295	0.695607	0.603286	0.762027	0.692233	0.753109	0.786972	0.797235	0.699463	0.776953	0.781463	0.74473	0.749254	0.741564	0.67921	0.679409	0.708763	0.711731	0.636858	0.7702	0.781129	0.734841	0.710768	0.680363	0.615875	0.744349	0.706657	0.705909	0.686483	0.571905	0.447803	0.543533	0.475884	0.561528	0.436502	0.427043	0.478696	0.457569	0.391272	0.684496	0.653869	0.65082	0.685462	0.705227	0.613979	0.632066	0.625107	0.595263	0.541726	0.570713	0.552509	0.547369	0.591422	0.463333	0.603941	0.641405	0.594207	0.579076	0.647193	0.550618	0.629686	0.601818	0.57761	0.606015	0.526686	0.557372	0.636669	0.66849	0.645881	0.624396	0.64578	0.656431	0.61614	0.623531	0.609339	0.552125	0.641434	0.659081	0.630257	0.616107	0.612654	0.643983	0.661485	0.59835	0.565771	0.551041	0.527536	0.558033	0.656179	0.659468	0.601871	0.582842	0.70426	0.660061	0.660296	0.638522	0.569963	0.579516	0.65702	0.616741	0.566577	0.442435	0.479592	0.533061	0.497647	0.569178	0.483168	0.510595	0.454025	0.451082	0.557346	0.512417	0.583321	0.564209	0.581395	0.575326	0.542868	0.470208	0.508589	0.515796	0.520773	0.564517	0.531647	0.520291	0.577459	0.483125	0.437189	0.543624	0.564572	0.54154	0.427376	0.470867	0.71879	0.685667	0.673902	0.690701	0.719579	0.67738	0.719676	0.685471	0.743759	0.665157	0.704935	0.681681	0.692748	0.744304	0.651573	0.612732	0.651851	0.717241	0.748035	0.694239	0.744527	0.599493	0.587317	0.711815	0.69002	0.686494	0.639832	0.665782	0.76178	0.718333	0.711088	0.743805	0.743132	0.653816	0.644633	0.752726	0.824787	0.663591	0.79496	0.761485	0.763625	0.784454	0.784272	0.785347	0.774138	0.758823	0.729569	0.766034	0.742559	0.781934	0.798437	0.808413	0.781664	0.664595	0.771041	0.792117	0.794118	0.796933	0.609187	0.687855	0.771728	0.726224	0.680662	0.577119	0.769837	0.69933	0.724956	0.771434	0.785727	0.71393	0.738696	0.764183	0.737372	0.746189	0.787387	0.766066	0.758355	0.759559	0.761031	0.641787	0.644465	0.714102	0.631166	0.736348	0.77174	0.753862	0.744256	0.70073	0.79171	0.743655	0.73489	0.776434	0.769786	0.785835	0.79172	0.775675	0.783873	0.760302	0.738905	0.679796	0.573845	0.643756	0.659239	0.732797	0.73447	0.759382	0.755523	0.748424	0.725845	0.702014	0.693214	0.691915	0.645296	0.437468	0.427501	0.534522	0.535447	0.493165	0.410182	0.496222	0.522416	0.500511	0.375282	0.410719	0.514861	0.473015	0.476802	0.528498	0.529975	0.467064	0.467569	0.482242	0.504017	0.474164	0.532021	0.538976	0.368882	0.385887	0.333419	0.547096	0.538741	0.576588	0.355679	0.490693	0.506197	0.517571	0.575623	0.502174	0.52409	0.487313	0.494851	0.488607	0.471436	0.472369	0.543411	0.586279	0.518702	0.56515	0.558363	0.560144	0.535371	0.617703	0.557052	0.540908	0.523131	0.48234	0.542706	0.700799	0.684737	0.692427	0.720027	0.589367	0.653135	0.579843	0.67237	0.560328	0.699474	0.719339	0.695905	0.69018	0.526866	0.55276	0.622461	0.59399	0.497737	0.544303	0.530888	0.59212	0.564295	0.516819	0.538071	0.523623	0.627712	0.556068	0.590677	0.588239	0.609403	0.525628	0.493297	0.505181	0.49143	0.686299	0.641611	0.617009	0.605389	0.545873	0.539055	0.546863	0.58847	0.556625	0.601078	0.547676	0.591117	0.622563	0.575977	0.454823	False
SZTEA101b_00_04_56.mov	0.665063	0.669792	0.664681	0.847232	-0.1	0.903231	0.882458	0.897963	0.918439	0.927696	0.71839	0.870825	0.843467	0.500553	0.488733	0.518521	0.672494	0.560565	0.531856	0.535395	0.550447	0.490183	0.907761	0.854632	0.87541	0.939063	0.809055	0.808576	0.812495	0.848919	0.830715	0.819469	0.893174	0.870282	0.838959	0.795198	0.845416	0.856618	0.859663	0.849757	0.844927	0.867245	0.867051	0.861068	0.877845	0.816123	0.818203	0.854395	0.864606	0.869871	0.928982	0.926017	0.902289	0.793493	0.879639	0.907512	0.890664	0.812624	0.814503	0.808587	0.837867	0.878256	0.856559	0.869185	0.853052	0.882075	0.918074	0.835858	0.90036	0.890415	0.915515	0.885004	0.84153	0.828914	0.842149	0.842463	0.862311	0.835601	0.67294	0.633058	0.64332	0.663317	0.683837	0.629291	0.670419	0.678879	0.871511	0.860819	0.891683	0.808129	0.887839	0.906463	0.892722	0.673203	0.656451	0.660505	0.599571	0.602474	0.481797	0.481376	0.49511	0.490082	0.47106	0.468903	0.456148	0.657863	0.616213	0.641616	0.625323	0.616281	0.652154	0.630042	0.608735	0.639174	0.605987	0.589574	0.600744	0.587155	0.57996	0.552441	0.589719	0.622313	0.640716	0.593359	0.611207	0.607654	0.629574	0.465371	0.516675	0.483256	0.558049	0.470691	0.451632	0.471454	0.704755	0.710513	0.759696	0.749222	0.787222	0.737937	0.656299	0.694691	0.68969	0.700554	0.701033	0.618652	0.681782	0.469668	0.462534	0.474251	0.491505	0.484168	0.466043	0.475955	0.456019	0.453233	0.46773	0.460352	0.67658	0.659266	0.680048	0.665888	0.64924	0.666909	0.677403	0.669043	0.694248	0.674258	0.698444	0.648398	0.697347	0.629568	0.68706	0.649881	0.689639	0.704145	0.710012	0.745003	0.916739	0.908316	0.894945	0.89298	0.881883	0.88921	0.838109	0.815132	0.830465	0.852605	0.856879	0.831516	0.823113	0.891826	0.896351	0.835766	0.848169	0.852429	0.859417	0.904824	0.863985	0.85315	0.836541	0.896188	0.847641	0.88801	0.871698	0.88965	0.978179	0.979677	0.981329	0.977983	0.958762	0.919164	0.895429	0.854503	0.671362	0.679666	0.867747	0.876781	0.887024	0.888452	0.884892	0.892676	0.903644	0.886336	0.884193	0.868591	0.864093	0.453127	0.438831	0.446805	0.458651	0.462915	0.44577	0.457163	0.442494	0.438053	0.497273	0.488757	0.476832	0.493293	0.500121	0.507797	0.516051	0.501697	0.510745	0.516518	0.519365	0.553981	0.526781	0.499764	0.465295	0.441748	0.501943	0.467691	0.462586	0.470401	0.481969	0.46184	0.439762	0.620877	0.60245	0.582889	0.607006	0.612592	0.644084	0.64767	0.651587	0.559148	0.552238	0.477464	0.47846	0.476023	0.507122	0.501749	0.498405	0.466631	0.492919	0.639365	0.581279	0.492382	0.684516	0.488503	0.470643	0.466715	0.627806	0.621483	0.596391	0.616835	0.510688	0.49881	0.471598	0.452252	0.461543	0.929498	0.87991	0.844687	0.888719	0.895919	0.883379	0.834598	0.839171	0.818008	0.821789	0.817931	0.864477	0.841424	0.835596	0.90177	0.875685	0.870498	0.823354	0.8195	0.812411	0.751506	0.60613	0.626336	0.487443	0.509158	0.434427	0.428709	0.405376	0.401154	0.40763	0.60273	0.858955	0.845051	0.846859	0.868641	0.880237	0.83009	0.859166	0.875953	0.901477	0.883606	0.887168	0.897832	0.899359	0.903851	0.892404	0.881575	0.924439	0.93134	0.929772	0.911918	0.909617	0.912104	0.927641	0.897845	0.759173	0.623875	0.668685	0.660822	0.681435	0.660041	0.651959	0.683635	0.661474	0.66622	0.640972	0.863302	0.873686	0.877518	0.809855	0.883478	0.893168	0.63923	0.615889	0.640528	0.655155	0.433874	0.402651	0.411818	0.452631	0.46939	0.475942	0.617087	0.613048	0.648388	0.660378	0.60006	0.561345	0.529781	0.519893	0.552484	0.605176	0.637375	0.673575	0.65309	0.703384	0.721038	0.582222	0.577359	0.567474	0.547754	0.598424	0.572872	0.517282	0.491385	0.480625	0.495397	0.479666	0.514863	0.499816	0.502524	0.664223	0.684338	0.642691	0.703434	0.685712	0.679912	0.692922	0.715221	0.660738	0.713869	0.687432	0.698641	0.66762	0.65118	0.65496	0.461685	0.451002	0.460687	0.480696	0.484178	0.468104	0.471556	0.485749	0.559495	0.590812	0.673892	0.678283	0.635648	0.692554	0.678009	0.722735	0.847629	0.823274	0.879392	0.924124	0.886105	0.839101	0.855329	0.870988	0.740425	0.74233	0.771095	0.792974	0.849931	0.827649	0.698138	0.634266	0.714823	0.842064	0.814087	0.827058	0.872945	0.804632	0.88721	0.802942	0.751413	0.857254	0.793413	0.847031	0.83214	0.658896	0.87537	0.896352	0.858018	0.75716	0.801769	0.668907	0.655883	0.79343	0.822436	0.842855	0.859387	0.760075	0.822471	0.877987	0.881751	0.816241	0.863255	0.831506	0.807369	0.876642	0.831545	0.78899	0.756171	0.809668	0.805755	0.764603	0.888342	0.877377	0.883235	0.833093	0.902782	0.838046	0.915386	0.913309	0.707487	0.661154	0.686539	0.691261	0.62944	0.697386	0.707138	0.73408	0.698534	0.685976	0.728116	0.699621	0.567182	0.666518	0.567981	0.718684	0.701033	0.698067	0.727882	0.717867	0.668937	0.726993	0.720461	0.740634	0.734576	0.700162	0.656002	0.64662	0.682697	0.684014	0.688428	0.833154	0.822696	0.763158	0.756197	0.684373	0.622738	0.805342	0.752744	0.742273	0.785055	0.499546	0.438609	0.510589	0.451049	0.48973	0.413158	0.408414	0.460919	0.493197	0.431233	0.706161	0.681742	0.65555	0.681683	0.708626	0.611971	0.657472	0.610687	0.619411	0.569655	0.606903	0.568353	0.56002	0.551305	0.43757	0.586036	0.567093	0.592029	0.539551	0.568151	0.561278	0.557531	0.518705	0.580812	0.529158	0.517458	0.532499	0.585533	0.627815	0.6027	0.582678	0.575677	0.576087	0.552543	0.565493	0.56383	0.518999	0.582729	0.613691	0.569643	0.528453	0.593574	0.63805	0.612372	0.550622	0.529995	0.495387	0.478398	0.495377	0.614261	0.638246	0.549481	0.557776	0.673837	0.610554	0.581816	0.565158	0.497949	0.552019	0.58598	0.574904	0.565006	0.388201	0.421332	0.47199	0.453734	0.508358	0.435093	0.488909	0.399868	0.382047	0.465601	0.462384	0.500531	0.47456	0.498188	0.480834	0.49059	0.432578	0.472072	0.514206	0.493695	0.483654	0.481994	0.493413	0.496314	0.444193	0.383751	0.480957	0.494334	0.443194	0.370861	0.443514	0.676282	0.65394	0.620664	0.612869	0.648534	0.650576	0.670244	0.585031	0.669611	0.651045	0.673233	0.646356	0.622742	0.691869	0.590649	0.565078	0.636413	0.622626	0.68616	0.642798	0.684705	0.571913	0.57474	0.694954	0.643881	0.635697	0.642442	0.631384	0.659863	0.65058	0.724359	0.695632	0.72002	0.624173	0.580322	0.694196	0.744963	0.622218	0.764435	0.831871	0.841963	0.870571	0.884044	0.852879	0.846594	0.859333	0.750782	0.872086	0.811565	0.849557	0.876207	0.869527	0.870708	0.69203	0.842605	0.857786	0.868399	0.859105	0.616005	0.683172	0.821821	0.813244	0.701529	0.601223	0.854696	0.723177	0.794465	0.885878	0.894696	0.785076	0.868188	0.825025	0.813175	0.817622	0.841498	0.818309	0.804692	0.823987	0.834529	0.670462	0.658222	0.781896	0.652955	0.817272	0.827669	0.808436	0.781822	0.785672	0.880273	0.873643	0.811205	0.867075	0.89671	0.867656	0.874386	0.858157	0.863221	0.813796	0.789073	0.737645	0.54912	0.682187	0.681475	0.770736	0.803354	0.81538	0.824472	0.829843	0.764497	0.713655	0.742531	0.709524	0.73527	0.399827	0.382142	0.466831	0.463586	0.435335	0.411642	0.447924	0.464691	0.452301	0.33578	0.389531	0.488203	0.458237	0.461938	0.478265	0.460439	0.436697	0.444402	0.455087	0.477835	0.470513	0.496694	0.5199	0.372297	0.374375	0.334906	0.504569	0.493119	0.517821	0.340431	0.498164	0.475918	0.498253	0.520873	0.503032	0.500796	0.479647	0.466518	0.483983	0.435905	0.480821	0.519414	0.553829	0.482539	0.472882	0.468389	0.459157	0.513042	0.490382	0.480977	0.47365	0.466188	0.434976	0.446636	0.647593	0.649725	0.678441	0.670625	0.55431	0.632777	0.561699	0.625027	0.557183	0.672333	0.71602	0.670819	0.613331	0.517758	0.537535	0.537825	0.529871	0.445677	0.513044	0.500342	0.575392	0.518258	0.490459	0.48768	0.478646	0.564356	0.480139	0.542821	0.556259	0.633056	0.484762	0.461522	0.457034	0.463848	0.717616	0.675632	0.631853	0.636228	0.587032	0.570376	0.575519	0.638834	0.633059	0.615088	0.598723	0.549391	0.570225	0.527113	0.429865	False

Python

y_true_true = df[df["y_true"]]
y_true_false = df[~df["y_true"]]

Python

fig = make_subplots(
    rows=2,
    cols=2,
    column_titles=["y-axis y_true=False", "y-axis y_true=True"],
    row_titles=["x-axis y_true=False", "x-axis y_true=True"],
    shared_xaxes=True,
    shared_yaxes=True,
)

for row_i, (y_true, (yanchor, y)) in enumerate(
    zip([False, True], [("top", 1), ("bottom", 0)])
):
    inter_df = df[df["y_true"] == y_true]

    for col_i, (x_y_true, col_colorbar) in enumerate(
        zip([False, True], [dict(x=0.45), dict()])
    ):
        x_axis_index = alarms_series[alarms_series == x_y_true].index
        inter_df2 = inter_df[x_axis_index]

        colorbar = dict(yanchor=yanchor, y=y, len=0.44)
        colorbar.update(**col_colorbar)
        fig.add_heatmap(
            z=inter_df2[x_axis_index],
            x=x_axis_index,
            y=inter_df2.index,
            colorbar=colorbar,
            row=row_i + 1,
            col=col_i + 1,
        )

fig.update_layout(height=1400, width=1400)
fig.show()

Python

largest = y_true_true.iloc[0][clips_df.index].astype("float").nlargest(30)
largest_y_true = alarms_series[largest.index]

largest_df = largest.to_frame("similarity")
largest_df["other_y_true"] = largest_y_true
largest_df

id_sequence	similarity	other_y_true
SZTEA101a_00_08_58.mov	0.871971	True
SZTRA101a22_00_01_11.mov	0.870522	True
SZTEA101a_00_18_41.mov	0.867149	True
SZTRA101a28_00_00_58.mov	0.86167	True
SZTEA104a_00_43_42.mov	0.833294	True
SZTEA104a_00_47_00.mov	0.830084	True
SZTEA104a_00_41_08.mov	0.827354	True
SZTEA101a_00_24_44.mov	0.822412	True
SZTEA101a_00_21_32.mov	0.819235	True
SZTRA102a07_00_00_02.mov	0.818104	True
SZTEA101a_00_27_58.mov	0.815676	True
SZTRA101a23_00_01_10.mov	0.815296	True
SZTRA101a25_00_01_14.mov	0.792754	True
SZTEA104a_00_38_04.mov	0.791424	True
SZTRA102a05_00_00_20.mov	0.791344	True
SZTRA101a26_00_01_18.mov	0.790877	True
SZTEA101a_00_15_14.mov	0.781902	True
SZTEA104a_01_22_06.mov	0.767897	True
SZTRA101a27_00_00_34.mov	0.767189	True
SZTRA101a24_00_01_14.mov	0.756875	True
SZTRA101a20_00_00_03.mov	0.755321	True
SZTRA104a13_00_00_28.mov	0.75497	True
SZTRA101a30_00_00_54.mov	0.753242	True
SZTRA102a03_00_00_11.mov	0.752041	True
SZTEA101a_00_12_12.mov	0.750683	True
SZTRA102a01_00_05_36.mov	0.750292	True
SZTEA104a_00_18_52.mov	0.742995	True
SZTRA101a02_00_01_38.mov	0.742539	True
SZTEA101b_00_45_54.mov	0.738688	True
SZTEA104a_00_09_51.mov	0.73698	True

Python

largest = y_true_true.iloc[2][clips_df.index].astype("float").nlargest(30)
largest_y_true = alarms_series[largest.index]

largest_df = largest.to_frame("similarity")
largest_df["other_y_true"] = largest_y_true
largest_df

id_sequence	similarity	other_y_true
SZTEA101a_00_04_47.mov	0.930108	False
SZTEA101a_00_17_01.mov	0.928227	False
SZTEA101a_00_00_42.mov	0.924202	False
SZTRA101a05_00_00_07.mov	0.910693	True
SZTRA101a21_00_00_06.mov	0.909882	True
SZTRN103a_00_26_55.mov	0.908199	False
SZTEA104a_00_49_38.mov	0.907253	True
SZTRN103a_00_17_58.mov	0.906566	False
SZTRN103a_00_19_59.mov	0.904935	False
SZTRN103a_00_28_51.mov	0.903357	False
SZTRN103a_00_22_56.mov	0.902031	False
SZTEA104a_00_15_58.mov	0.901209	True
SZTRA101a29_00_01_13.mov	0.90103	True
SZTEN103a_00_26_32.mov	0.900641	False
SZTRN103a_00_34_13.mov	0.89817	False
SZTRA101a07_00_00_19.mov	0.897139	True
SZTRN103a_00_09_40.mov	0.896791	False
SZTRA102a01_00_02_15.mov	0.895607	False
SZTRA102a01_00_02_55.mov	0.894879	False
SZTEN103a_00_01_42.mov	0.894235	False
SZTEA104a_01_09_31.mov	0.89008	True
SZTEA104a_00_57_37.mov	0.889834	True
SZTRN103a_00_35_11.mov	0.887018	False
SZTEA104a_00_35_33.mov	0.886614	True
SZTEN103a_00_29_26.mov	0.886577	False
SZTRA101a19_00_00_06.mov	0.884213	True
SZTEA104a_01_00_46.mov	0.882917	True
SZTRA101a14_00_00_09.mov	0.882517	True
SZTRA102a06_00_00_54.mov	0.882211	True
SZTRA101a02_00_01_04.mov	0.880623	False

Python

largest = y_true_false.iloc[0][clips_df.index].astype("float").nlargest(30)
largest_y_false = alarms_series[largest.index]

largest_df = largest.to_frame("similarity")
largest_df["other_y_true"] = largest_y_false
largest_df

id_sequence	similarity	other_y_true
SZTEA101a_00_04_47.mov	0.989663	False
SZTEA101a_00_17_01.mov	0.980882	False
SZTRA102a01_00_02_55.mov	0.938923	False
SZTRA101a09_00_00_01.mov	0.937462	True
SZTRA102a01_00_02_15.mov	0.936392	False
SZTRA102a01_00_01_23.mov	0.935496	False
SZTEN103a_00_26_32.mov	0.933176	False
SZTRN103a_00_09_40.mov	0.929247	False
SZTRA101a18_00_00_12.mov	0.926618	True
SZTRA101a26_00_00_09.mov	0.924785	False
SZTEA101a_00_12_12.mov	0.924202	True
SZTRA101a15_00_01_59.mov	0.923454	False
SZTRN103a_00_22_56.mov	0.921343	False
SZTRN103a_00_19_59.mov	0.920604	False
SZTRA102a02_00_00_02.mov	0.92036	False
SZTRN103a_00_26_55.mov	0.920166	False
SZTRA102a01_00_02_40.mov	0.916067	False
SZTRN103a_00_17_58.mov	0.914989	False
SZTRA101a31_00_02_45.mov	0.914222	False
SZTRA101a08_00_00_04.mov	0.914151	True
SZTEN103a_00_29_26.mov	0.912637	False
SZTRA101a07_00_00_19.mov	0.910861	True
SZTRA101a17_00_02_19.mov	0.910689	False
SZTEN103a_00_01_42.mov	0.907318	False
SZTEA104a_00_25_05.mov	0.90659	True
SZTRN103a_00_34_13.mov	0.904913	False
SZTRA101a24_00_00_32.mov	0.903908	False
SZTRA101a01_00_04_31.mov	0.903591	False
SZTRA101a11_00_01_45.mov	0.903576	False
SZTRA101a02_00_01_04.mov	0.903528	False