diff --git a/main.py b/main.py
index d8d03cf..11928f2 100644
--- a/main.py
+++ b/main.py
@@ -1,26 +1,26 @@
 import argparse
-import structlog
+import concurrent.futures
+import hashlib
+import multiprocessing
+import random
+import sys
+import time
 from functools import partial
 from pathlib import Path
-import sys
-import hashlib
-import random
-import multiprocessing
-import concurrent.futures
-import time
 
 import numpy as np
+import structlog
 
 from src.utils.prereq import check_ffmpeg, install_ffmpeg
 
 check_ffmpeg()
 
-from src.mediautils.audio import extract_audio_from_video
-from src.mediautils.video import render_moments, filter_moments
 from src.editors.amplitude.editor import AmplitudeEditor
 from src.editors.sentiment.editor import SentimentEditor
 from src.math.cost import quadratic_loss
 from src.math.distribution import create_distribution
+from src.mediautils.audio import extract_audio_from_video
+from src.mediautils.video import filter_moments, render_moments
 
 log = structlog.get_logger()
 
diff --git a/src/editors/amplitude/editor.py b/src/editors/amplitude/editor.py
index d69760a..c7e9ae9 100644
--- a/src/editors/amplitude/editor.py
+++ b/src/editors/amplitude/editor.py
@@ -1,9 +1,10 @@
-from ...mediautils.audio import process_audio, resample
-from ...math.average import np_moving_average
-from ..common import find_moving_average_highlights
 import numpy as np
 import structlog
 
+from ...math.average import np_moving_average
+from ...mediautils.audio import process_audio, resample
+from ..common import find_moving_average_highlights
+
 
 class AmplitudeEditor:
     def __init__(self, video_path, audio_path, params):
diff --git a/src/editors/sentiment/editor.py b/src/editors/sentiment/editor.py
index 6b87c33..16d1b9b 100644
--- a/src/editors/sentiment/editor.py
+++ b/src/editors/sentiment/editor.py
@@ -1,13 +1,13 @@
-import whisper
 import json
-from pathlib import Path
 import tempfile
+from dataclasses import dataclass
+from pathlib import Path
+
 import numpy as np
 import structlog
-
-from flair.models import TextClassifier
-from dataclasses import dataclass
+import whisper
 from flair.data import Sentence
+from flair.models import TextClassifier
 
 from ...math.average import np_moving_average
 from ..common import find_moving_average_highlights
diff --git a/src/mediautils/audio.py b/src/mediautils/audio.py
index f191106..841f212 100644
--- a/src/mediautils/audio.py
+++ b/src/mediautils/audio.py
@@ -1,6 +1,7 @@
 import tempfile
-import moviepy.editor as mp
 from pathlib import Path
+
+import moviepy.editor as mp
 import numpy as np
 import scipy.io.wavfile as wav
 
diff --git a/src/utils/prereq.py b/src/utils/prereq.py
index 1f8c8f2..5e73dfe 100644
--- a/src/utils/prereq.py
+++ b/src/utils/prereq.py
@@ -1,10 +1,11 @@
 import os
 import platform
 import subprocess
-import structlog
-import click
 import sys
 
+import click
+import structlog
+
 log = structlog.get_logger()