diff --git a/python_apps/airtime_analyzer/airtime_analyzer/metadata_analyzer.py b/python_apps/airtime_analyzer/airtime_analyzer/metadata_analyzer.py
index d1c1ebc99..7589fb2b1 100644
--- a/python_apps/airtime_analyzer/airtime_analyzer/metadata_analyzer.py
+++ b/python_apps/airtime_analyzer/airtime_analyzer/metadata_analyzer.py
@@ -41,7 +41,10 @@ class MetadataAnalyzer(Analyzer):
             metadata["md5"] = m.hexdigest()
 
         # Mutagen doesn't handle WAVE files so we use a different package 
-        mime_check = magic.from_file(filename, mime=True)
+        ms = magic.open(magic.MIME_TYPE)
+        ms.load()
+        with open(filename, 'rb') as fh:
+            mime_check = ms.buffer(fh.read(2014))
         metadata["mime"] = mime_check
         if mime_check == 'audio/x-wav':
             return MetadataAnalyzer._analyze_wave(filename, metadata)
@@ -164,7 +167,6 @@ class MetadataAnalyzer(Analyzer):
     def _analyze_wave(filename, metadata):
         try:
             reader = wave.open(filename, 'rb')
-            metadata["mime"] = magic.from_file(filename, mime=True)
             metadata["channels"] = reader.getnchannels()
             metadata["sample_rate"] = reader.getframerate()
             length_seconds = float(reader.getnframes()) / float(metadata["sample_rate"])
diff --git a/python_apps/airtime_analyzer/setup.py b/python_apps/airtime_analyzer/setup.py
index 1d1ff773a..445619263 100644
--- a/python_apps/airtime_analyzer/setup.py
+++ b/python_apps/airtime_analyzer/setup.py
@@ -31,7 +31,7 @@ setup(name='airtime_analyzer',
           'mutagen==1.31', # The Mutagen guys change stuff all the time that break our unit tests. Watch out for this.
           'pika',
           'daemon',
-          'python-magic',
+          'file-magic',
           'nose',
           'coverage',
           'mock',