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stress_at_work_analysis
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Fix formatting.

communication
junos 2021-07-22 15:47:42 +02:00
parent ed0b013801
commit 7aeb40d674
2 changed files with 38 additions and 8 deletions
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2
features/screen.py
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@ -49,4 +49,4 @@ def time_screen_sequence(df_screen: pd.DataFrame) -> pd.DataFrame:
# For example, from the two main sequences outlined above, the time of "real" phone usage can be calculated, # For example, from the two main sequences outlined above, the time of "real" phone usage can be calculated,
# i.e. how long the screen was unlocked. # i.e. how long the screen was unlocked.
# Another example might be the average time between screen unlocks and/or screen status checks. # Another example might be the average time between screen unlocks and/or screen status checks.
pass pass

44
test/test_esm.py
View File

@ -19,14 +19,24 @@ class EsmFeatures(unittest.TestCase):
self.assertIn("question_id", self.esm_processed) self.assertIn("question_id", self.esm_processed)
def test_classify_sessions_by_completion(self): def test_classify_sessions_by_completion(self):
self.esm_classified_sessions = classify_sessions_by_completion(self.esm_processed) self.esm_classified_sessions = classify_sessions_by_completion(
self.esm_processed
)
self.assertFalse(self.esm_classified_sessions["session_response"].isna().any()) self.assertFalse(self.esm_classified_sessions["session_response"].isna().any())
# Test that all sessions were indeed classified. # Test that all sessions were indeed classified.
def test_classify_sessions_by_completion_time(self): def test_classify_sessions_by_completion_time(self):
self.esm_classified = classify_sessions_by_completion_time(self.esm_processed) self.esm_classified = classify_sessions_by_completion_time(self.esm_processed)
session_of_interest = self.esm_processed.query("(device_id == '049df3f8-8541-4cf5-af2b-83f6b3f0cf4b') & (esm_session == 1)").sort_values("_id").reset_index() session_of_interest = (
session_of_interest_reclassified = self.esm_classified.query("(device_id == '049df3f8-8541-4cf5-af2b-83f6b3f0cf4b') & (esm_session == 1)").reset_index() self.esm_processed.query(
"(device_id == '049df3f8-8541-4cf5-af2b-83f6b3f0cf4b') & (esm_session == 1)"
)
.sort_values("_id")
.reset_index()
)
session_of_interest_reclassified = self.esm_classified.query(
"(device_id == '049df3f8-8541-4cf5-af2b-83f6b3f0cf4b') & (esm_session == 1)"
).reset_index()
self.assertEqual(session_of_interest.loc[0, "time"], "morning") self.assertEqual(session_of_interest.loc[0, "time"], "morning")
self.assertEqual(session_of_interest_reclassified.loc[0, "time"], "daytime") self.assertEqual(session_of_interest_reclassified.loc[0, "time"], "daytime")
# Check that the first (morning) session is reclassified as a daytime session. # Check that the first (morning) session is reclassified as a daytime session.
@ -38,10 +48,30 @@ class EsmFeatures(unittest.TestCase):
def test_reverse_jcq_demand_control_scoring(self): def test_reverse_jcq_demand_control_scoring(self):
esm_reversed = reverse_jcq_demand_control_scoring(self.esm_clean) esm_reversed = reverse_jcq_demand_control_scoring(self.esm_clean)
self.assertEqual(0, int(self.esm_clean.loc[self.esm_clean["question_id"] == 73, "esm_user_answer_numeric"])) self.assertEqual(
self.assertEqual(1, int(esm_reversed.loc[esm_reversed["question_id"] == 73, "esm_user_score"])) 0,
int(
self.esm_clean.loc[
self.esm_clean["question_id"] == 73, "esm_user_answer_numeric"
]
),
)
self.assertEqual(
1,
int(esm_reversed.loc[esm_reversed["question_id"] == 73, "esm_user_score"]),
)
# An example of a regular item: the score gets incremented by 1, to shift to 1-4 scoring. # An example of a regular item: the score gets incremented by 1, to shift to 1-4 scoring.
self.assertEqual(0, int(self.esm_clean.loc[self.esm_clean["question_id"] == 79, "esm_user_answer_numeric"])) self.assertEqual(
self.assertEqual(4, int(esm_reversed.loc[esm_reversed["question_id"] == 79, "esm_user_score"])) 0,
int(
self.esm_clean.loc[
self.esm_clean["question_id"] == 79, "esm_user_answer_numeric"
]
),
)
self.assertEqual(
4,
int(esm_reversed.loc[esm_reversed["question_id"] == 79, "esm_user_score"]),
)
# An example of a reversed item. # An example of a reversed item.