Create app.py
Browse files
app.py
ADDED
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import gradio as gr
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# Define the list of items with their questions and whether they are reverse-scored
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items = [
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{'BFI': 'BFI_1', 'question': 'Talks a lot', 'reverse': False},
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{'BFI': 'BFI_2', 'question': 'Notices other people’s weak points', 'reverse': True},
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{'BFI': 'BFI_3', 'question': 'Does things carefully and completely', 'reverse': False},
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{'BFI': 'BFI_4', 'question': 'Is sad, depressed', 'reverse': False},
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{'BFI': 'BFI_5', 'question': 'Is original, comes up with new ideas', 'reverse': False},
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{'BFI': 'BFI_6', 'question': 'Keeps their thoughts to themselves', 'reverse': True},
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{'BFI': 'BFI_7', 'question': 'Is helpful and not selfish with others', 'reverse': False},
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{'BFI': 'BFI_8', 'question': 'Can be kind of careless', 'reverse': True},
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{'BFI': 'BFI_9', 'question': 'Is relaxed, handles stress well', 'reverse': True},
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{'BFI': 'BFI_10', 'question': 'Is curious about lots of different things', 'reverse': False},
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{'BFI': 'BFI_11', 'question': 'Has a lot of energy', 'reverse': False},
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{'BFI_12', 'question': 'Starts arguments with others', 'reverse': True},
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{'BFI_13', 'question': 'Is a good, hard worker', 'reverse': False},
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{'BFI_14', 'question': 'Can be tense; not always easy going', 'reverse': False},
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{'BFI_15', 'question': 'Clever; thinks a lot', 'reverse': False},
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{'BFI_16', 'question': 'Makes things exciting', 'reverse': False},
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{'BFI_17', 'question': 'Forgives others easily', 'reverse': False},
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{'BFI_18', 'question': 'Isn\'t very organized', 'reverse': True},
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{'BFI_19', 'question': 'Worries a lot', 'reverse': False},
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{'BFI_20', 'question': 'Has a good, active imagination', 'reverse': False},
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{'BFI_21', 'question': 'Tends to be quiet', 'reverse': True},
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{'BFI_22', 'question': 'Usually trusts people', 'reverse': False},
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{'BFI_23', 'question': 'Tends to be lazy', 'reverse': True},
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{'BFI_24', 'question': 'Doesn\'t get upset easily; steady', 'reverse': True},
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{'BFI_25', 'question': 'Is creative and inventive', 'reverse': False},
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{'BFI_26', 'question': 'Has a good, strong personality', 'reverse': False},
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{'BFI_27', 'question': 'Can be cold and distant with others', 'reverse': True},
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{'BFI_28', 'question': 'Keeps working until things are done', 'reverse': False},
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{'BFI_29', 'question': 'Can be moody', 'reverse': False},
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{'BFI_30', 'question': 'Likes artistic and creative experiences', 'reverse': False},
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{'BFI_31', 'question': 'Is kind of shy', 'reverse': True},
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{'BFI_32', 'question': 'Kind and considerate to almost everyone', 'reverse': False},
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{'BFI_33', 'question': 'Does things quickly and carefully', 'reverse': False},
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{'BFI_34', 'question': 'Stays calm in difficult situations', 'reverse': True},
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{'BFI_35', 'question': 'Likes work that is the same every time', 'reverse': True},
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{'BFI_36', 'question': 'Is outgoing; likes to be with people', 'reverse': False},
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{'BFI_37', 'question': 'Is sometimes rude to others', 'reverse': True},
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{'BFI_38', 'question': 'Makes plans and sticks to them', 'reverse': False},
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{'BFI_39', 'question': 'Gets nervous easily', 'reverse': False},
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{'BFI_40', 'question': 'Likes to think and play with ideas', 'reverse': False},
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{'BFI_41', 'question': 'Doesn\'t like artistic things (plays, music)', 'reverse': True},
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{'BFI_42', 'question': 'Likes to cooperate; goes along with others', 'reverse': False},
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{'BFI_43', 'question': 'Has trouble paying attention', 'reverse': True},
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{'BFI_44', 'question': 'Knows a lot about art, music, and books', 'reverse': False},
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]
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# Define which items belong to which traits
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traits = {
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'Extraversion': {
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'positive': ['BFI_1', 'BFI_11', 'BFI_16', 'BFI_26', 'BFI_36'],
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'negative': ['BFI_6', 'BFI_21', 'BFI_31'],
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},
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'Agreeableness': {
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'positive': ['BFI_7', 'BFI_17', 'BFI_22', 'BFI_32', 'BFI_42'],
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'negative': ['BFI_2', 'BFI_12', 'BFI_27', 'BFI_37'],
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},
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'Conscientiousness': {
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'positive': ['BFI_3', 'BFI_13', 'BFI_28', 'BFI_33', 'BFI_38'],
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'negative': ['BFI_8', 'BFI_18', 'BFI_23', 'BFI_43'],
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},
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'Neuroticism': {
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'positive': ['BFI_4', 'BFI_14', 'BFI_19', 'BFI_29', 'BFI_39'],
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'negative': ['BFI_9', 'BFI_24', 'BFI_34'],
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},
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'Openness': {
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'positive': ['BFI_5', 'BFI_10', 'BFI_15', 'BFI_20', 'BFI_25', 'BFI_30', 'BFI_40', 'BFI_44'],
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'negative': ['BFI_35', 'BFI_41'],
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}
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}
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# Define the scoring function
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def compute_trait_scores(*args):
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responses = {}
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for i, item in enumerate(items):
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BFI = item['BFI']
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response = int(args[i])
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responses[BFI] = response
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trait_scores = {}
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for trait in traits:
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positive_items = traits[trait]['positive']
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negative_items = traits[trait]['negative']
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positive_sum = sum(responses[item] for item in positive_items)
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negative_sum = sum(6 - responses[item] for item in negative_items)
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trait_scores[trait] = positive_sum + negative_sum
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return trait_scores
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# Create the Gradio interface
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inputs = []
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for item in items:
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question = item['question']
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input_component = gr.Radio(
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label=question,
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choices=['1 (Disagree a lot)', '2', '3', '4', '5 (Agree a lot)'],
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type='value',
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required=True
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)
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inputs.append(input_component)
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iface = gr.Interface(
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fn=compute_trait_scores,
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inputs=inputs,
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outputs=gr.JSON(label="Your Big Five Personality Scores"),
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title='Big Five Personality Test',
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description='Answer the following questions to see your Big Five personality trait scores.',
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allow_flagging='never'
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)
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iface.launch()
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