Create app.py
Browse files
app.py
ADDED
|
@@ -0,0 +1,116 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
import gradio as gr
|
| 2 |
+
|
| 3 |
+
# Define the list of items with their questions and whether they are reverse-scored
|
| 4 |
+
items = [
|
| 5 |
+
{'BFI': 'BFI_1', 'question': 'Talks a lot', 'reverse': False},
|
| 6 |
+
{'BFI': 'BFI_2', 'question': 'Notices other people’s weak points', 'reverse': True},
|
| 7 |
+
{'BFI': 'BFI_3', 'question': 'Does things carefully and completely', 'reverse': False},
|
| 8 |
+
{'BFI': 'BFI_4', 'question': 'Is sad, depressed', 'reverse': False},
|
| 9 |
+
{'BFI': 'BFI_5', 'question': 'Is original, comes up with new ideas', 'reverse': False},
|
| 10 |
+
{'BFI': 'BFI_6', 'question': 'Keeps their thoughts to themselves', 'reverse': True},
|
| 11 |
+
{'BFI': 'BFI_7', 'question': 'Is helpful and not selfish with others', 'reverse': False},
|
| 12 |
+
{'BFI': 'BFI_8', 'question': 'Can be kind of careless', 'reverse': True},
|
| 13 |
+
{'BFI': 'BFI_9', 'question': 'Is relaxed, handles stress well', 'reverse': True},
|
| 14 |
+
{'BFI': 'BFI_10', 'question': 'Is curious about lots of different things', 'reverse': False},
|
| 15 |
+
{'BFI': 'BFI_11', 'question': 'Has a lot of energy', 'reverse': False},
|
| 16 |
+
{'BFI_12', 'question': 'Starts arguments with others', 'reverse': True},
|
| 17 |
+
{'BFI_13', 'question': 'Is a good, hard worker', 'reverse': False},
|
| 18 |
+
{'BFI_14', 'question': 'Can be tense; not always easy going', 'reverse': False},
|
| 19 |
+
{'BFI_15', 'question': 'Clever; thinks a lot', 'reverse': False},
|
| 20 |
+
{'BFI_16', 'question': 'Makes things exciting', 'reverse': False},
|
| 21 |
+
{'BFI_17', 'question': 'Forgives others easily', 'reverse': False},
|
| 22 |
+
{'BFI_18', 'question': 'Isn\'t very organized', 'reverse': True},
|
| 23 |
+
{'BFI_19', 'question': 'Worries a lot', 'reverse': False},
|
| 24 |
+
{'BFI_20', 'question': 'Has a good, active imagination', 'reverse': False},
|
| 25 |
+
{'BFI_21', 'question': 'Tends to be quiet', 'reverse': True},
|
| 26 |
+
{'BFI_22', 'question': 'Usually trusts people', 'reverse': False},
|
| 27 |
+
{'BFI_23', 'question': 'Tends to be lazy', 'reverse': True},
|
| 28 |
+
{'BFI_24', 'question': 'Doesn\'t get upset easily; steady', 'reverse': True},
|
| 29 |
+
{'BFI_25', 'question': 'Is creative and inventive', 'reverse': False},
|
| 30 |
+
{'BFI_26', 'question': 'Has a good, strong personality', 'reverse': False},
|
| 31 |
+
{'BFI_27', 'question': 'Can be cold and distant with others', 'reverse': True},
|
| 32 |
+
{'BFI_28', 'question': 'Keeps working until things are done', 'reverse': False},
|
| 33 |
+
{'BFI_29', 'question': 'Can be moody', 'reverse': False},
|
| 34 |
+
{'BFI_30', 'question': 'Likes artistic and creative experiences', 'reverse': False},
|
| 35 |
+
{'BFI_31', 'question': 'Is kind of shy', 'reverse': True},
|
| 36 |
+
{'BFI_32', 'question': 'Kind and considerate to almost everyone', 'reverse': False},
|
| 37 |
+
{'BFI_33', 'question': 'Does things quickly and carefully', 'reverse': False},
|
| 38 |
+
{'BFI_34', 'question': 'Stays calm in difficult situations', 'reverse': True},
|
| 39 |
+
{'BFI_35', 'question': 'Likes work that is the same every time', 'reverse': True},
|
| 40 |
+
{'BFI_36', 'question': 'Is outgoing; likes to be with people', 'reverse': False},
|
| 41 |
+
{'BFI_37', 'question': 'Is sometimes rude to others', 'reverse': True},
|
| 42 |
+
{'BFI_38', 'question': 'Makes plans and sticks to them', 'reverse': False},
|
| 43 |
+
{'BFI_39', 'question': 'Gets nervous easily', 'reverse': False},
|
| 44 |
+
{'BFI_40', 'question': 'Likes to think and play with ideas', 'reverse': False},
|
| 45 |
+
{'BFI_41', 'question': 'Doesn\'t like artistic things (plays, music)', 'reverse': True},
|
| 46 |
+
{'BFI_42', 'question': 'Likes to cooperate; goes along with others', 'reverse': False},
|
| 47 |
+
{'BFI_43', 'question': 'Has trouble paying attention', 'reverse': True},
|
| 48 |
+
{'BFI_44', 'question': 'Knows a lot about art, music, and books', 'reverse': False},
|
| 49 |
+
]
|
| 50 |
+
|
| 51 |
+
# Define which items belong to which traits
|
| 52 |
+
traits = {
|
| 53 |
+
'Extraversion': {
|
| 54 |
+
'positive': ['BFI_1', 'BFI_11', 'BFI_16', 'BFI_26', 'BFI_36'],
|
| 55 |
+
'negative': ['BFI_6', 'BFI_21', 'BFI_31'],
|
| 56 |
+
},
|
| 57 |
+
'Agreeableness': {
|
| 58 |
+
'positive': ['BFI_7', 'BFI_17', 'BFI_22', 'BFI_32', 'BFI_42'],
|
| 59 |
+
'negative': ['BFI_2', 'BFI_12', 'BFI_27', 'BFI_37'],
|
| 60 |
+
},
|
| 61 |
+
'Conscientiousness': {
|
| 62 |
+
'positive': ['BFI_3', 'BFI_13', 'BFI_28', 'BFI_33', 'BFI_38'],
|
| 63 |
+
'negative': ['BFI_8', 'BFI_18', 'BFI_23', 'BFI_43'],
|
| 64 |
+
},
|
| 65 |
+
'Neuroticism': {
|
| 66 |
+
'positive': ['BFI_4', 'BFI_14', 'BFI_19', 'BFI_29', 'BFI_39'],
|
| 67 |
+
'negative': ['BFI_9', 'BFI_24', 'BFI_34'],
|
| 68 |
+
},
|
| 69 |
+
'Openness': {
|
| 70 |
+
'positive': ['BFI_5', 'BFI_10', 'BFI_15', 'BFI_20', 'BFI_25', 'BFI_30', 'BFI_40', 'BFI_44'],
|
| 71 |
+
'negative': ['BFI_35', 'BFI_41'],
|
| 72 |
+
}
|
| 73 |
+
}
|
| 74 |
+
|
| 75 |
+
# Define the scoring function
|
| 76 |
+
def compute_trait_scores(*args):
|
| 77 |
+
responses = {}
|
| 78 |
+
for i, item in enumerate(items):
|
| 79 |
+
BFI = item['BFI']
|
| 80 |
+
response = int(args[i])
|
| 81 |
+
responses[BFI] = response
|
| 82 |
+
|
| 83 |
+
trait_scores = {}
|
| 84 |
+
for trait in traits:
|
| 85 |
+
positive_items = traits[trait]['positive']
|
| 86 |
+
negative_items = traits[trait]['negative']
|
| 87 |
+
|
| 88 |
+
positive_sum = sum(responses[item] for item in positive_items)
|
| 89 |
+
negative_sum = sum(6 - responses[item] for item in negative_items)
|
| 90 |
+
|
| 91 |
+
trait_scores[trait] = positive_sum + negative_sum
|
| 92 |
+
|
| 93 |
+
return trait_scores
|
| 94 |
+
|
| 95 |
+
# Create the Gradio interface
|
| 96 |
+
inputs = []
|
| 97 |
+
for item in items:
|
| 98 |
+
question = item['question']
|
| 99 |
+
input_component = gr.Radio(
|
| 100 |
+
label=question,
|
| 101 |
+
choices=['1 (Disagree a lot)', '2', '3', '4', '5 (Agree a lot)'],
|
| 102 |
+
type='value',
|
| 103 |
+
required=True
|
| 104 |
+
)
|
| 105 |
+
inputs.append(input_component)
|
| 106 |
+
|
| 107 |
+
iface = gr.Interface(
|
| 108 |
+
fn=compute_trait_scores,
|
| 109 |
+
inputs=inputs,
|
| 110 |
+
outputs=gr.JSON(label="Your Big Five Personality Scores"),
|
| 111 |
+
title='Big Five Personality Test',
|
| 112 |
+
description='Answer the following questions to see your Big Five personality trait scores.',
|
| 113 |
+
allow_flagging='never'
|
| 114 |
+
)
|
| 115 |
+
|
| 116 |
+
iface.launch()
|